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Pillar I, Yakir O, Paz D. Characterization of Radiological Markers in Relation to Time Elapsed Between Appearance and Ventriculoperitoneal Shunt Placement. World Neurosurg 2025; 195:123670. [PMID: 39842714 DOI: 10.1016/j.wneu.2025.123670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Revised: 01/06/2025] [Accepted: 01/07/2025] [Indexed: 01/24/2025]
Abstract
OBJECTIVE This study was conducted to evaluate the time gap between earliest head computed tomography (CT) with a significant Radscale score and ventriculoperitoneal (VP) shunt placement. METHODS The study is a retrospective observational analytical study. The study population includes patients with idiopathic normal pressure hydrocephalus treated with a VP shunt in a single center between the years 2016 and 2022 and who have at least 2 CTs, one in proximity to diagnosis and another obtained at an earlier time point. The correlation among the parameters is tested with statistical analysis software. RESULTS A total of 34 patients (mean age ± SD, 72.32 ± 7.24 years) were evaluated. Based on the diagnostic CT among the Radscale parameters, 94.1% of patients had high Evans index score, 79.4% had enlarged sylvian fissures, and 85.3% had enlargement of the temporal horns. A total of 79.4% had normal structure of sulci. The median time duration between the earliest CT with a significant Radscale score and VP shunt placement was 9.2 months (interquartile range, 1.9-27.2 months). CONCLUSIONS Evans index, enlarged sylvian fissures, and enlargement of the temporal horns have been observed in most diagnostic CTs. The median diagnosis time of idiopathic normal pressure hydrocephalus since appearance of radiologic markers is 9.2 months, making awareness and communication between referral and radiologist crucial.
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Affiliation(s)
- Itai Pillar
- Radiology Department, Galilee Medical Center, Nahariya, Israel.
| | - Orly Yakir
- The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Dan Paz
- The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
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Holmgren RT, Tisell A, Warntjes MJB, Georgiopoulos C. 3D Quantitative MRI: A Fast and Reliable Method for Ventricular Volumetry. World Neurosurg 2025; 195:123661. [PMID: 39788420 DOI: 10.1016/j.wneu.2025.123661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2024] [Accepted: 01/04/2025] [Indexed: 01/12/2025]
Abstract
PURPOSE Volumetry of cerebral ventricles is a far more sensitive measure for shunt-induced reduction of ventricular size than traditional 2-dimensional (2D) measures, such as Evans index. However, available ventricle segmentation methods are time-consuming, resulting in limited use in clinical practice. Quantitative MRI (qMRI) obtains objective measurements of physical tissue properties, enabling automatic segmentation of white and gray matter and intracranial cerebrospinal fluid. The aim of this study was to evaluate the reliability and processing time of both manual and manually corrected automatic ventricular volumetry through the application of 3D qMRI. METHODS An independent examiner performed manual ventricular volumetry segmentations on 45 3D qMRI acquisitions (15 healthy individuals, 15 idiopathic normal pressure hydrocephalus (iNPH) patients, 15 shunted iNPH patients) twice. Another independent examiner manually segmented 15 of these acquisitions once. An automatic ventricle segmentation algorithm generated a third set of ventricular segmentations for all 45 data sets. The automatic segmentations were then corrected by both examiners to obtain a fourth set of data. All segmentations were assessed for intra- and interobserver reliability. RESULTS Intra- and interobserver reliability for all segmentations, manual, corrected, and automatic, was excellent (intra-class correlation coefficient 1.000, 1.000 and 0.999 respectively). Ventricular volumes were on average 42 ± 18 mL (mean ± SD) in healthy individuals, 140 ± 34 mL in iNPH patients, and 113 ± 35 mL in shunted iNPH patients. CONCLUSIONS 3D qMRI is a reliable and time-efficient method to obtain relevant volumetric measures of intracranial cerebrospinal fluid spaces for both clinical and research purposes. The corrected automatic segmentations provide a feasible time expenditure for clinicians caring for patients with iNPH.
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Affiliation(s)
- Rafael T Holmgren
- Departments of Neurosurgery, Biomedical and Clinical Sciences, Linköping University, Sweden.
| | - Anders Tisell
- Departments of Medical Radiation Physics, Health and Caring Sciences, Linköping University, Sweden; Center for Medical Image Science and Visualization (CMIV), Linköping University, Sweden
| | - Marcel J B Warntjes
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Sweden; SyntheticMR AB, Linköping, Sweden
| | - Charalampos Georgiopoulos
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Sweden; Diagnostic Radiology, Department of Clinical Sciences, Medical Faculty, Lund University, Sweden
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Fang X, Xu X, Liu C, Li S, Deng Y, Tang F, Zhang L, Xing Y, Mao R, Hu J. Prevalence of idiopathic normal pressure hydrocephalus in older adult population in Shanghai, China: A population-based observational study. Alzheimers Dement 2025; 21:e14525. [PMID: 39950414 PMCID: PMC11826331 DOI: 10.1002/alz.14525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Revised: 12/11/2024] [Accepted: 12/13/2024] [Indexed: 02/17/2025]
Abstract
INTRODUCTION Idiopathic normal pressure hydrocephalus (iNPH), a condition that primarily affects the elderly, has an unclear prevalence rate in China. METHODS A cross-sectional survey involving 1491 seniors aged 60 and above in Shanghai was conducted. Clinical symptoms and brain imaging data were collected for the diagnosis of suboptimal probable iNPH (s-probable iNPH). The crude prevalence was calculated and the estimated prevalence was inferred. RESULTS The crude prevalence of s-probable iNPH was 3.09% and 2.62% respectively, using DESH score ≥6 and Radscale score ≥7 as the primary imaging diagnostic criteria. The estimated prevalence of Shanghai was 2.59% among people over 60 years old and it rose to 7.99% among people aged over 90, and it was estimated that 134,152 and 11,708, respectively, had s-probable iNPH among the corresponding age group. DISCUSSION The prevalence of s-probable iNPH fluctuates based on the radiological scoring systems and the defined thresholds employed, and it tends to rise with advancing age. HIGHLIGHTS **Significant Prevalence**: The study identified a substantial prevalence of iNPH in older adults, with rates increasing significantly with age, particularly among those aged 90-99 years and centenarians. **Diagnostic Approach**: The research utilized novel diagnostic methodologies by integrating the DESH score or Radscale score with stringent clinical symptoms, providing a closer approximation to the true prevalence of iNPH. **Gender Disparity**: A marked gender difference was observed, with the prevalence of iNPH being significantly higher in males compared to females across all age groups. **Clinical Implications**: The findings underscore the importance of considering iNPH in the differential diagnosis of dementia, particularly among older male patients presenting with cognitive impairment and gait disturbances. **Public Health Impact**: The estimated number of s-probable iNPH patients in Shanghai highlights the need for increased awareness and better management strategies for this underdiagnosed condition in the aging population.
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Affiliation(s)
- Xuhao Fang
- Department of NeurosurgeryHuashan Hospital Affiliated to Fudan UniversityShanghaiP. R. China
- Department of NeurosurgeryHuadong Hospital Affiliated to Fudan UniversityShanghaiP. R. China
| | - Xinxin Xu
- Department of EpidemiologySchool of Public HealthFudan UniversityShanghaiP. R. China
- Clinical Research Center for Geriatric MedicineHuadong Hospital Affiliated to Fudan UniversityShanghaiP. R. China
| | - Chunyan Liu
- Department of NeurologyAviation General HospitalBeijingP. R. China
| | - Shihong Li
- Department of RadiologyHuadong Hospital Affiliated to Fudan UniversityShanghaiP. R. China
| | - Yao Deng
- Department of NeurosurgeryHuadong Hospital Affiliated to Fudan UniversityShanghaiP. R. China
| | - Feng Tang
- Department of NeurosurgeryHuadong Hospital Affiliated to Fudan UniversityShanghaiP. R. China
| | - Li Zhang
- Department of NeurologyHuadong Hospital Affiliated to Fudan UniversityShanghaiP. R. China
| | - Yan Xing
- Department of NeurologyAviation General HospitalBeijingP. R. China
| | - Renling Mao
- Department of NeurosurgeryHuadong Hospital Affiliated to Fudan UniversityShanghaiP. R. China
| | - Jin Hu
- Department of NeurosurgeryHuashan Hospital Affiliated to Fudan UniversityShanghaiP. R. China
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Hayes A, Wilson M, Gontsarova A, Carswell C. Vestibular schwannoma causing normal pressure hydrocephalus. Pract Neurol 2025; 25:70-74. [PMID: 39174303 PMCID: PMC11877107 DOI: 10.1136/pn-2024-004240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/02/2024] [Indexed: 08/24/2024]
Abstract
Vestibular schwannoma is a common benign tumour that may cause local complications. However, vestibular schwannoma has a known association with communicating hydrocephalus presenting with symptoms of normal pressure hydrocephalus and requiring treatment by ventricular shunting or tumour resection. We report a 79-year-old woman who presented with subacute gait apraxia, cognitive impairment and urinary incontinence. CT and MR imaging identified a 20 mm vestibular schwannoma and communicating hydrocephalus; her cerebrospinal fluid (CSF) protein was elevated. Her symptoms improved following ventriculoperitoneal shunt insertion. The mechanism by which non-obstructing vestibular schwannoma causes hydrocephalus is unclear, but hyperproteinorrachia is probably important, likely by impeding CSF resorption.
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Affiliation(s)
- Alexander Hayes
- Imperial College London, Department of Brain Sciences, London, UK
| | - Mark Wilson
- Neurosurgery, Imperial College Healthcare NHS Trust, London, UK
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Ha J, Lee S, Kim S, Lee JS, Ahn JH, Cho JW, Fasano A, Youn J. The "Hedgehog-Halo Sign" Is Associated with Gait Symptom Severity and Tap Response in Normal Pressure Hydrocephalus. Mov Disord Clin Pract 2025; 12:21-33. [PMID: 39503269 PMCID: PMC11736875 DOI: 10.1002/mdc3.14255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Revised: 09/26/2024] [Accepted: 10/18/2024] [Indexed: 11/08/2024] Open
Abstract
BACKGROUND Reduced cerebrospinal fluid (CSF) clearance may play a vital role in the pathogenesis of normal pressure hydrocephalus (NPH), but the radiologic marker is yet to be elucidated. OBJECTIVES This open-label study presents two novel neuroimaging biomarkers based on enlarged perivascular spaces (ePVS) of the sub-insular territory: the Hedgehog and Hedgehog-Halo (H-H) sign, designed to predict gait symptom severity and tap response in NPH. METHODS We retrospectively reviewed 203 patients with possible NPH with baseline magnetic resonance imaging and gait analyses before and after lumbar puncture (LP). The Hedgehog/H-H sign was scored using T2-weighted images. The clinical severity at baseline and post-tap gait improvement was compared in patients with and without Hedgehog/H-H sign. The association between Hedgehog/H-H sign and post-tap gait outcomes was assessed using multivariate regression. The diagnostic performance of Hedgehog/H-H sign was compared with conventional radiological markers. RESULTS Patients with H-H showed higher global disability and more severe gait impairment than those without any signs. Following LP, patients with Hedgehog/H-H sign significantly improved in various gait parameters, unlike those with neither sign. Additionally, sub-insular ePVS was significantly associated with post-tap gait improvement after adjusting covariates. Finally, the Hedgehog/H-H sign showed a higher performance than conventional markers in predicting post-tap gait response. CONCLUSIONS The Hedgehog/H-H sign is a useful neuroimaging biomarker related to the severity and tap response in NPH. This biomarker can be readily applied in clinical practice before undergoing LP, independent of conventional radiological signs. Further research is warranted to determine applicability in predicting post-shunt gait response.
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Affiliation(s)
- Jongmok Ha
- Department of NeurologySamsung Medical Center, Sungkyunkwan University School of MedicineSeoulKorea
- Neuroscience Center, Samsung Medical CenterSeoulKorea
- Department of NeurologyEmory School of MedicineAtlantaGeorgiaUSA
| | - Suin Lee
- Department of NeurologySamsung Medical Center, Sungkyunkwan University School of MedicineSeoulKorea
- Neuroscience Center, Samsung Medical CenterSeoulKorea
| | - Seongmi Kim
- Department of NeurologySamsung Medical Center, Sungkyunkwan University School of MedicineSeoulKorea
- Neuroscience Center, Samsung Medical CenterSeoulKorea
| | - Jun Seok Lee
- Department of NeurologySamsung Medical Center, Sungkyunkwan University School of MedicineSeoulKorea
- Neuroscience Center, Samsung Medical CenterSeoulKorea
| | - Jong Hyeon Ahn
- Department of NeurologySamsung Medical Center, Sungkyunkwan University School of MedicineSeoulKorea
- Neuroscience Center, Samsung Medical CenterSeoulKorea
| | - Jin Whan Cho
- Department of NeurologySamsung Medical Center, Sungkyunkwan University School of MedicineSeoulKorea
- Neuroscience Center, Samsung Medical CenterSeoulKorea
| | - Alfonso Fasano
- Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western HospitalUniversity Health NetworkTorontoOntarioCanada
- Division of NeurologyUniversity of TorontoTorontoOntarioCanada
- Krembil Brain Institute, NeuroscienceTorontoOntarioCanada
| | - Jinyoung Youn
- Department of NeurologySamsung Medical Center, Sungkyunkwan University School of MedicineSeoulKorea
- Neuroscience Center, Samsung Medical CenterSeoulKorea
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Stanishevskiy AV, Gavrilov GV, Adleyba BG, Radkov MN, Svistov DV, Sukhinov ID. [Neuroimaging predictors of favorable outcomes after shunting procedures in patients with Hakim-Adams syndrome: a pilot prospective randomized trial]. ZHURNAL VOPROSY NEIROKHIRURGII IMENI N. N. BURDENKO 2025; 89:68-74. [PMID: 39907669 DOI: 10.17116/neiro20258901168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2025]
Abstract
Higher effectiveness of cerebrospinal fluid shunting procedures is still an unresolved issue in the treatment of idiopathic normal pressure hydrocephalus. Thus, over 15% of patients do not experience symptom regression in postoperative period. In recent years, several MRI predictors have been actively investigated to forecast the outcomes of cerebrospinal fluid shunting procedures. We have previously introduced a prognostic model for comprehensive evaluation of MRI data facilitating identification of patients likely to benefit from surgical intervention. OBJECTIVE To evaluate diagnostic properties of MRI data comprehensive assessment model compared to traditional invasive diagnostic method (spinal tap test) in prospective randomized trial. MATERIAL AND METHODS MRI data and postoperative outcomes in patients diagnosed with idiopathic normal pressure hydrocephalus who underwent ventriculoperitoneal shunting between September 2022 and April 2024 were analyzed in prospective randomized study. In the study group, surgical decisions were based on MRI data, while the control group followed an algorithm incorporating invasive diagnostic method (spinal tap-test). Ventriculoperitoneal shunting with constant-pressure valve implantation was performed in all patients selected for surgery. RESULTS The study included 54 patients (25 ones in the study group and 29 ones in the control group). Surgery was performed in 21 and 20 patients, respectively. We found no advantages of invasive diagnostic methods over comprehensive assessment of MRI data in predicting the effectiveness of surgical treatment. CONCLUSION Comprehensive assessment of MRI findings allows for avoiding invasive diagnostic procedures in decision-making on cerebrospinal fluid shunting surgery in some patients with idiopathic normal pressure hydrocephalus.
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Affiliation(s)
| | - G V Gavrilov
- Kirov Military Medical Academy, Saint-Petersburg, Russia
- Pavlov First Saint Petersburg State Medical University, Saint-Petersburg, Russia
| | - B G Adleyba
- Kirov Military Medical Academy, Saint-Petersburg, Russia
| | - M N Radkov
- Kirov Military Medical Academy, Saint-Petersburg, Russia
| | - D V Svistov
- Kirov Military Medical Academy, Saint-Petersburg, Russia
| | - I D Sukhinov
- Pavlov First Saint Petersburg State Medical University, Saint-Petersburg, Russia
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Constantinescu C, Ziegelitz D, Wikkelsø C, Kern S, Jaraj D, Rydén L, Westman E, Skoog I, Tullberg M. MRI markers of idiopathic normal pressure hydrocephalus in a population study with 791 participants: Exploring reference values and associations. Neuroradiol J 2024:19714009241303132. [PMID: 39648970 PMCID: PMC11626555 DOI: 10.1177/19714009241303132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 08/15/2024] [Accepted: 08/15/2024] [Indexed: 12/10/2024] Open
Abstract
PURPOSE Epidemiological studies on idiopathic normal pressure hydrocephalus (iNPH) imaging markers and their normal values are scarce. This population-based study aimed to analyze several morphologic and volumetric iNPH-related imaging markers in a large sample, determining their distribution, diagnostic accuracy, suggested cut-offs, and associations with iNPH symptoms. METHODS This cross-sectional study included 791 70 year olds, 40 with radiologically probable iNPH (iNPHRadiol) and 751 without iNPH features (reference). MRI measures included Evans index (EI), z-EI, brain per ventricle ratio at anterior (BVRAC) and posterior commissures (BVRPC), sulcal compression, Sylvian fissure enlargement, callosal angle, diameter of temporal horns, 3rd and 4th ventricles, midbrain, and pons. Volumes of ventricles, corpus callosum, and brainstem were computed using automated segmentation. ROC analysis determined imaging markers' cut-offs. Symptoms were evaluated clinically and through self-report. RESULTS In the reference group, median values (95% CI) for imaging markers were as follows: EI: 0.27 (0.26-0.27), z-EI: 0.28 (0.26-0.31), BVRAC: 1.69 (1.48-1.90), and BVRPC: 2.66 (2.24-3.27). Most imaging markers differed significantly between iNPHRadiol and the reference. Lateral ventricle volumes correlated better with z-EI and BVR than EI (Rs > 0.81 vs 0.68). Optimal cut-off values for z-EI, and BVRAC and BVRPC for distinguishing iNPHRadiol were 0.32, 1.36, and 1.83, respectively. Clinical symptoms correlated moderately with imaging markers (Rs < 0.49 for iNPHRadiol, p < .01). CONCLUSIONS We report population-based reference values and propose cut-offs for iNPH-related imaging markers and volumetric measurements. Z-EI and BVR are likely superior markers for assessing ventricular enlargement in iNPH. Imaging markers of iNPH correlate moderately with iNPH symptoms.
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Affiliation(s)
- Clara Constantinescu
- Hydrocephalus Research Unit, Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Doerthe Ziegelitz
- Department of Radiology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Carsten Wikkelsø
- Hydrocephalus Research Unit, Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Silke Kern
- Region Västra Götaland, Department of Neuropsychiatry, Sahlgrenska University Hospital, Sweden
- Neuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Center for Ageing and Health (AGECAP) at the University of Gothenburg, Sweden
| | - Daniel Jaraj
- Hydrocephalus Research Unit, Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Lina Rydén
- Neuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Center for Ageing and Health (AGECAP) at the University of Gothenburg, Sweden
| | - Eric Westman
- Department of Neurobiology, Care Sciences and Society, Division of Clinical Geriatrics, Center for Alzheimer Research, Karolinska Institute, Sweden
| | - Ingmar Skoog
- Neuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Center for Ageing and Health (AGECAP) at the University of Gothenburg, Sweden
| | - Mats Tullberg
- Hydrocephalus Research Unit, Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden
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Alhusaini S, Sine K, Prakash P, Korthauer LE, Margolis SA, Chen A, Rawnsley N, Breen E, Vinacco K, Weisbach E, Guglielmo M, Akbar U, Davis JD, Svokos K, Klinge P. Experience from a Fast-Track Multidisciplinary Clinic Integrating Movement Disorders Neurologists in Normal Pressure Hydrocephalus Evaluation. J Clin Med 2024; 13:6135. [PMID: 39458085 PMCID: PMC11509069 DOI: 10.3390/jcm13206135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 09/25/2024] [Accepted: 10/09/2024] [Indexed: 10/28/2024] Open
Abstract
In this prospective observational cohort study, we provide preliminary findings from a same-day multidisciplinary fast-tracked normal pressure hydrocephalus (NPH) clinic; incorporating the expertise of movement disorders neurologists, emphasizing the clinical characteristics, consensus classification, and management of patients referred for suspected NPH. We evaluated 111 patients (male/female: 67/44) from April 2022 to May 2023. Based on the multidisciplinary team consensus, 52 (46.8%) were classified as "probable" idiopathic NPH (iNPH), 14 (12.6%) as "possible" NPH, 42 (37.8%) as "unlikely" NPH, and three (2.7%) as secondary NPH. While parkinsonian syndromes were recognized in 19.2% of "probable" iNPH patients (vs. 7.1% in "possible" and 26.2% in "unlikely" NPH), no significant group differences were noted in the scores of the UPDRS-III scale. Degenerative spine pathologies were prevalent across all NPH categories, affecting at least 50% of patients. In the "probable" iNPH group, 78.8% received programmable ventriculoperitoneal shunts, with clinical improvement identified in 87.8% at 12-month follow-up. Our findings underscore the high prevalence of overlapping and competing movement and spinal disorders in patients with suspected NPH. Further, our novel approach, incorporating movement disorder neurologists in NPH multidisciplinary evaluation, improved diagnostic precision and streamlined personalized plans, including further neurological workups, necessary spinal interventions, and medical management or rehabilitation.
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Affiliation(s)
- Saud Alhusaini
- Department of Neurology, Alpert Medical School of Brown University, Providence, RI 02903, USA; (K.S.); (P.P.); (A.C.); (E.W.); (U.A.)
- The Movement Disorders Program, Rhode Island Hospital, Providence, RI 02903, USA
| | - Kathryn Sine
- Department of Neurology, Alpert Medical School of Brown University, Providence, RI 02903, USA; (K.S.); (P.P.); (A.C.); (E.W.); (U.A.)
| | - Prarthana Prakash
- Department of Neurology, Alpert Medical School of Brown University, Providence, RI 02903, USA; (K.S.); (P.P.); (A.C.); (E.W.); (U.A.)
- The Movement Disorders Program, Rhode Island Hospital, Providence, RI 02903, USA
| | - Laura E. Korthauer
- Neuropsychology Program, Rhode Island Hospital, Providence, RI 02903, USA; (L.E.K.); (S.A.M.); (J.D.D.)
- Department of Psychiatry & Human Behavior, Alpert Medical School of Brown University, Providence, RI 02903, USA
| | - Seth A. Margolis
- Neuropsychology Program, Rhode Island Hospital, Providence, RI 02903, USA; (L.E.K.); (S.A.M.); (J.D.D.)
- Department of Psychiatry & Human Behavior, Alpert Medical School of Brown University, Providence, RI 02903, USA
| | - Andrew Chen
- Department of Neurology, Alpert Medical School of Brown University, Providence, RI 02903, USA; (K.S.); (P.P.); (A.C.); (E.W.); (U.A.)
| | - Nicole Rawnsley
- Rehabilitation Services, Rhode Island Hospital, Providence, RI 02903, USA; (N.R.); (E.B.); (K.V.)
| | - Elizabeth Breen
- Rehabilitation Services, Rhode Island Hospital, Providence, RI 02903, USA; (N.R.); (E.B.); (K.V.)
| | - Kenneth Vinacco
- Rehabilitation Services, Rhode Island Hospital, Providence, RI 02903, USA; (N.R.); (E.B.); (K.V.)
| | - Emily Weisbach
- Department of Neurology, Alpert Medical School of Brown University, Providence, RI 02903, USA; (K.S.); (P.P.); (A.C.); (E.W.); (U.A.)
- The Movement Disorders Program, Rhode Island Hospital, Providence, RI 02903, USA
| | - Maria Guglielmo
- Neurosurgery Department, Rhode Island Hospital and Alpert Medical School of Brown University, Providence, RI 02903, USA; (M.G.); (K.S.); (P.K.)
| | - Umer Akbar
- Department of Neurology, Alpert Medical School of Brown University, Providence, RI 02903, USA; (K.S.); (P.P.); (A.C.); (E.W.); (U.A.)
- The Movement Disorders Program, Rhode Island Hospital, Providence, RI 02903, USA
| | - Jennifer D. Davis
- Neuropsychology Program, Rhode Island Hospital, Providence, RI 02903, USA; (L.E.K.); (S.A.M.); (J.D.D.)
- Department of Psychiatry & Human Behavior, Alpert Medical School of Brown University, Providence, RI 02903, USA
| | - Konstantina Svokos
- Neurosurgery Department, Rhode Island Hospital and Alpert Medical School of Brown University, Providence, RI 02903, USA; (M.G.); (K.S.); (P.K.)
| | - Petra Klinge
- Neurosurgery Department, Rhode Island Hospital and Alpert Medical School of Brown University, Providence, RI 02903, USA; (M.G.); (K.S.); (P.K.)
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9
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Leary OP, Zhong Z, Bi L, Jiao Z, Dai YW, Ma K, Sayied S, Kargilis D, Imami M, Zhao LM, Feng X, Riccardello G, Collins S, Svokos K, Moghekar A, Yang L, Bai H, Klinge PM, Boxerman JL. MRI-Based Prediction of Clinical Improvement after Ventricular Shunt Placement for Normal Pressure Hydrocephalus: Development and Evaluation of an Integrated Multisequence Machine Learning Algorithm. AJNR Am J Neuroradiol 2024; 45:1536-1544. [PMID: 38866432 PMCID: PMC11448992 DOI: 10.3174/ajnr.a8372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 05/16/2024] [Indexed: 06/14/2024]
Abstract
BACKGROUND AND PURPOSE Symptoms of normal pressure hydrocephalus (NPH) are sometimes refractory to shunt placement, with limited ability to predict improvement for individual patients. We evaluated an MRI-based artificial intelligence method to predict postshunt NPH symptom improvement. MATERIALS AND METHODS Patients with NPH who underwent MRI before shunt placement at a single center (2014-2021) were identified. Twelve-month postshunt improvement in mRS, incontinence, gait, and cognition were retrospectively abstracted from clinical documentation. 3D deep residual neural networks were built on skull-stripped T2-weighted and FLAIR images. Predictions based on both sequences were fused by additional network layers. Patients from 2014-2019 were used for parameter optimization, while those from 2020-2021 were used for testing. Models were validated on an external validation data set from a second institution (n = 33). RESULTS Of 249 patients, n = 201 and n = 185 were included in the T2-based and FLAIR-based models according to imaging availability. The combination of T2-weighted and FLAIR sequences offered the best performance in mRS and gait improvement predictions relative to models trained on imaging acquired by using only 1 sequence, with area under the receiver operating characteristic (AUROC) values of 0.7395 [0.5765-0.9024] for mRS and 0.8816 [0.8030-0.9602] for gait. For urinary incontinence and cognition, combined model performances on predicting outcomes were similar to FLAIR-only performance, with AUROC values of 0.7874 [0.6845-0.8903] and 0.7230 [0.5600-0.8859]. CONCLUSIONS Application of a combined algorithm by using both T2-weighted and FLAIR sequences offered the best image-based prediction of postshunt symptom improvement, particularly for gait and overall function in terms of mRS.
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Affiliation(s)
- Owen P Leary
- From the Department of Neurosurgery (O.P.L., K.M., S.S., K.S., P.M.K.), Brown University Warren Alpert Medical School, Providence, Rhode Island
| | - Zhusi Zhong
- Department of Diagnostic Imaging (Z.Z., L.B., Z.J., G.R., S.C., J.L.B.), Brown University Warren Alpert Medical School, Providence, Rhode Island
- School of Electronic Engineering (Z.Z.), Xidian University, Xi'an, China
| | - Lulu Bi
- Department of Diagnostic Imaging (Z.Z., L.B., Z.J., G.R., S.C., J.L.B.), Brown University Warren Alpert Medical School, Providence, Rhode Island
| | - Zhicheng Jiao
- Department of Diagnostic Imaging (Z.Z., L.B., Z.J., G.R., S.C., J.L.B.), Brown University Warren Alpert Medical School, Providence, Rhode Island
| | - Yu-Wei Dai
- Department of Neurology (Y.-W.D., L.Y.), The Second Xiangya Hospital, Central South University, Hunan, China
| | - Kevin Ma
- From the Department of Neurosurgery (O.P.L., K.M., S.S., K.S., P.M.K.), Brown University Warren Alpert Medical School, Providence, Rhode Island
- Columbia University Vagelos College of Physicians and Surgeons (K.M.), New York, New York
| | - Shanzeh Sayied
- From the Department of Neurosurgery (O.P.L., K.M., S.S., K.S., P.M.K.), Brown University Warren Alpert Medical School, Providence, Rhode Island
| | - Daniel Kargilis
- Department of Radiology (D.K., M.I., L.-M.Z., H.B.), Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Maliha Imami
- Department of Radiology (D.K., M.I., L.-M.Z., H.B.), Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Lin-Mei Zhao
- Department of Radiology (D.K., M.I., L.-M.Z., H.B.), Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Xue Feng
- Carina Medical (X.F.), Lexington, Kentucky
- Department of Biomedical Engineering (X.F.), University of Virginia, Charlottesville, Virginia
| | - Gerald Riccardello
- Department of Diagnostic Imaging (Z.Z., L.B., Z.J., G.R., S.C., J.L.B.), Brown University Warren Alpert Medical School, Providence, Rhode Island
| | - Scott Collins
- Department of Diagnostic Imaging (Z.Z., L.B., Z.J., G.R., S.C., J.L.B.), Brown University Warren Alpert Medical School, Providence, Rhode Island
| | - Konstantina Svokos
- From the Department of Neurosurgery (O.P.L., K.M., S.S., K.S., P.M.K.), Brown University Warren Alpert Medical School, Providence, Rhode Island
| | - Abhay Moghekar
- Department of Neurology (A.M.), Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Li Yang
- Department of Neurology (Y.-W.D., L.Y.), The Second Xiangya Hospital, Central South University, Hunan, China
| | - Harrison Bai
- Department of Radiology (D.K., M.I., L.-M.Z., H.B.), Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Petra M Klinge
- From the Department of Neurosurgery (O.P.L., K.M., S.S., K.S., P.M.K.), Brown University Warren Alpert Medical School, Providence, Rhode Island
| | - Jerrold L Boxerman
- Department of Diagnostic Imaging (Z.Z., L.B., Z.J., G.R., S.C., J.L.B.), Brown University Warren Alpert Medical School, Providence, Rhode Island
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10
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Georgiopoulos C, Papadimitriou S, Nyholm D, Kilander L, Löwenmark M, Fällmar D, Virhammar J. Quantitative brain stem assessment in discriminating neurodegenerative disorders from normal pressure hydrocephalus. J Neuroimaging 2024; 34:612-618. [PMID: 38676300 DOI: 10.1111/jon.13204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 04/08/2024] [Accepted: 04/08/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND AND PURPOSE Differentiating idiopathic normal pressure hydrocephalus (iNPH) from neurodegenerative disorders such as progressive supranuclear palsy (PSP), Multiple System Atrophy-parkinsonian type (MSA-P), and vascular dementia (VaD) is challenging due to overlapping clinical and neuroimaging findings. This study assesses if quantitative brain stem and cerebellum metrics can aid in this differentiation. METHODS We retrospectively compared the sagittal midbrain area, midbrain to pons ratio, MR parkinsonism index (MRPI), and cerebellar atrophy in 30 PSP patients, 31 iNPH patients, 27 MSA-P patients, 32 VaD patients, and 25 healthy controls. Statistical analyses determined group differences, sensitivity, specificity, and the area under the receiver operating characteristic curves. RESULTS There was an overlap in midbrain morphology between PSP and iNPH, as assessed with MRPI, midbrain to pons ratio, and midbrain area. A cutoff value of MRPI > 13 exhibited 84% specificity in distinguishing PSP from iNPH and 100% in discriminating PSP from all other conditions. A cutoff value of midbrain to pons ratio at <0.15 yielded 95% specificity for differentiating PSP from iNPH and 100% from all other conditions. A cutoff value of midbrain area at <87 mm2 exhibited 97% specificity for differentiating PSP from iNPH and 100% from all other conditions. All measures showed low sensitivity. Cerebellar atrophy did not differ significantly among groups. CONCLUSION Our study questions MRPI's diagnostic performance in distinguishing PSP from iNPH. Simpler indices such as midbrain to pons ratio and midbrain area showed similar or better accuracy. However, all these indices displayed low sensitivity despite significant differences among PSP, MSA-P, and VaD.
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Affiliation(s)
| | | | - Dag Nyholm
- Department of Medical Sciences, Neurology, Uppsala University, Uppsala, Sweden
| | - Lena Kilander
- Department of Public Health and Caring Sciences, Geriatrics, Uppsala University, Uppsala, Sweden
| | - Malin Löwenmark
- Department of Public Health and Caring Sciences, Geriatrics, Uppsala University, Uppsala, Sweden
| | - David Fällmar
- Department of Surgical Sciences, Neuroradiology, Uppsala University, Uppsala, Sweden
| | - Johan Virhammar
- Department of Medical Sciences, Neurology, Uppsala University, Uppsala, Sweden
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11
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Pearce RKB, Gontsarova A, Richardson D, Methley AM, Watt HC, Tsang K, Carswell C. Shunting for idiopathic normal pressure hydrocephalus. Cochrane Database Syst Rev 2024; 8:CD014923. [PMID: 39105473 PMCID: PMC11301990 DOI: 10.1002/14651858.cd014923.pub2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/07/2024]
Abstract
BACKGROUND Normal pressure hydrocephalus (NPH) occurs when the brain ventricles expand, causing a triad of gait, cognitive, and urinary impairment. It can occur after a clear brain injury such as trauma, but can also occur without a clear cause (termed idiopathic, or iNPH). Non-randomised studies have shown a benefit from surgically diverting ventricular fluid to an area of lower pressure by cerebrospinal fluid (CSF)-shunting in iNPH, but historically there have been limited randomised controlled trial (RCT) data to confirm this. OBJECTIVES To determine the effect of CSF-shunting versus no CSF-shunting in people with iNPH and the frequency of adverse effects of CSF-shunting in iNPH. SEARCH METHODS We searched the Cochrane Dementia and Cognitive Improvement Group's register, Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE (Ovid SP), Embase (Ovid SP), PsycINFO (Ovid SP), CINAHL (EBSCOhost), Web of Science Core Collection (Clarivate), LILACS (BIREME), ClinicalTrials.gov, and the World Health Organization International Clinical Trials Registry Platform on 15 February 2023. SELECTION CRITERIA We included only RCTs of people who had symptoms of gait, cognitive, or urinary impairment with communicating hydrocephalus (Evans index of > 0.3) and normal CSF pressure. Control groups included those with no CSF shunts or those with CSF shunts that were in 'inactive' mode. DATA COLLECTION AND ANALYSIS We used standard Cochrane methodological procedures. Where necessary, we contacted study authors requesting data not provided in the papers. We assessed the overall certainty of the evidence using GRADE. MAIN RESULTS We included four RCTs, of which three were combined in a meta-analysis. The four RCTs included 140 participants (73 with immediate CSF-shunting and 67 controls who had delayed CSF-shunting) with an average age of 75 years. Risk of bias was low in all parallel-group outcomes evaluated apart from gait speed, cognitive function (general cognition and Symbol Digit Test) (some concerns) and adverse events, which were not blind-assessed. CSF-shunting probably improves gait speed at less than six months post-surgery (standardised mean difference (SMD) 0.62, 95% confidence interval (CI) 0.24 to 0.99; 3 studies, 116 participants; moderate-certainty evidence). CSF-shunting may improve qualitative gait function at less than six months post-surgery by an uncertain amount (1 study, 88 participants; low-certainty evidence). CSF-shunting probably results in a large reduction of disability at less than six months post-surgery (risk ratio 2.08, 95% CI 1.31 to 3.31; 3 studies, 118 participants; moderate-certainty evidence). The evidence is very uncertain about the effect of CSF-shunting on cognitive function at less than six months post-CSF-shunt surgery (SMD 0.35, 95% CI -0.04 to 0.74; 2 studies, 104 participants; very low-certainty evidence). The evidence is also very uncertain about the effect of CSF-shunt surgery on adverse events (1 study, 88 participants; very low-certainty evidence). There were no data regarding the effect of CSF-shunting on quality of life. AUTHORS' CONCLUSIONS We found moderate-certainty evidence that CSF-shunting likely improves gait speed and disability in iNPH in the relative short term. The evidence is very uncertain regarding cognition and adverse events. There were no longer-term RCT data for any of our prespecified outcomes. More studies are required to improve the certainty of these findings. In addition, more information is required regarding patient ethnicity and the effect of CSF-shunting on quality of life.
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Affiliation(s)
- Ronald K B Pearce
- Department of Neurology, Imperial College Healthcare NHS Trust, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | | | - Davina Richardson
- Department of Neurophysiotherapy, Imperial College Healthcare NHS Trust, London, UK
| | - Abigail M Methley
- Department of Clinical Neuropsychology, North Staffordshire Combined Healthcare NHS Trust, Stoke-On-Trent, UK
| | - Hilary Clare Watt
- Department of Primary Care and Public Health, Imperial College London, London, UK
| | - Kevin Tsang
- Department of Neurosurgery, Imperial College Healthcare NHS Trust, London, UK
| | - Christopher Carswell
- Department of Neurology, Imperial College Healthcare NHS Trust, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
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12
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Buscemi F, Grasso G. Usefulness of Ventricular Size in Idiopathic Normal Pressure Hydrocephalus: Is It a Reliable Marker for Good Surgical Outcome? World Neurosurg 2024; 188:20-22. [PMID: 38641245 DOI: 10.1016/j.wneu.2024.04.062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Accepted: 04/08/2024] [Indexed: 04/21/2024]
Affiliation(s)
- Felice Buscemi
- Section of Neurosurgery, Department of Biomedicine, Neurosciences and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Giovanni Grasso
- Section of Neurosurgery, Department of Biomedicine, Neurosciences and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy.
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13
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Andersson J, Maripuu M, Sjövill M, Lindam A, Laurell K. Depressive symptoms, functional impairment, and health-related quality of life in idiopathic normal pressure hydrocephalus: A population-based study. PLoS One 2024; 19:e0308079. [PMID: 39078825 PMCID: PMC11288432 DOI: 10.1371/journal.pone.0308079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Accepted: 07/16/2024] [Indexed: 08/02/2024] Open
Abstract
BACKGROUND Maximising quality of life is a central goal for all healthcare, especially when dealing with dementing disorders. In this study we aimed to compare health-related quality of life (HRQoL), depressive symptoms and functional impairment between individuals with and without idiopathic normal pressure hydrocephalus (iNPH) from the general population. METHODS A total of 122 individuals, 30 with iNPH (median age 75 years, 67 females) underwent neurological examinations and computed tomography of the brain with standardised rating of imaging findings and clinical symptoms. The participants completed the Geriatric Depression Scale (GDS-15) and the HRQoL instrument EQ5D-5L. In addition, the modified Rankin Scale (mRS) was used to evaluate functional impairment. RESULTS Compared with participants without iNPH, those with iNPH reported a higher score on GDS-15 (median 3 vs 1) and mRS (median 2 vs 1) (p < 0.05). Further, those with iNPH rated lower on EQ5D-5L (index 0.79, VAS 70) than those without iNPH (index 0.86, VAS 80) (p < 0.05). In logistic regression models, low HRQoL was associated with more depressive symptoms, a higher degree of iNPH symptoms, and lower functional status. CONCLUSIONS In this population-based sample, those with iNPH had more depressive symptoms, lower functional status, and worse quality of life compared to those without iNPH. The strongest association with low HRQoL was found for depressive symptoms, functional level, and degree of iNPH symptoms. These results underline the value of shunt surgery because of its potential to reduce symptoms and disability in iNPH and therefore improve HRQoL.
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Affiliation(s)
| | - Martin Maripuu
- Department of Clinical Sciences, Umeå University, Umeå, Sweden
| | | | - Anna Lindam
- Department of Public Health and Clinical Medicine, Unit of Research, Education and Development- Östersund, Umeå University, Umeå, Sweden
| | - Katarina Laurell
- Department of Biomedical and Clinical Sciences, Neurology, Linköping University, Linköping, Sweden
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14
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Deng Z, Wang H, Yang X, Huang K, Li Y, Hu N, Zhou L. Evaluation of imaging indicators in differentiating idiopathic normal pressure hydrocephalus from Alzheimer's disease. Clin Neurol Neurosurg 2024; 242:108362. [PMID: 38823198 DOI: 10.1016/j.clineuro.2024.108362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 05/28/2024] [Accepted: 05/29/2024] [Indexed: 06/03/2024]
Abstract
BACKGROUND There are currently many imaging indicators for idiopathic normal pressure hydrocephalus (iNPH). However, their diagnostic performance has not been well compared, especially in differentiating iNPH from Alzheimer's disease (AD). This study aimed to evaluate the diagnostic performance of these imaging indicators in differentiating iNPH from AD. METHODS We retrospectively collected patients with iNPH from the West China Hospital between June 2016 and December 2023. Age-sex-matched patients with AD and healthy controls (HCs) are included as controls (ChiCTR2300070078, March 2023). Twelve imaging indicators were evaluated on MRI, including disproportionately enlarged subarachnoid space hydrocephalus (DESH), Evans' index (EI), callosal angle, z-EI, temporal horn, dilated Sylvian fissure, focal sulcal dilation, tight high convexity, deep white matter hyperintensities, periventricular hyperintensities, DESH scale, and Simplified Radscale. We analyzed the receiver operating characteristic curves and calculated the sensitivity, specificity, negative predictive value (NPV), positive predictive value (PPV), and accuracy. RESULTS A total of 46 patients with iNPH (mean age: 73.1 ± 6.5; 35 males), 46 patients with AD (mean age: 73.0 ± 6.6; 35 males), and 46 HCs (mean age: 73.0 ± 5.9; 35 males) were included. The largest area under the receiver operating characteristic curve (AUC) was found in EI (0.93; 95 % CI: 0.89-0.98) and z-EI (0.93; 95 % CI: 0.87-0.98). DESH scale ≥ 6 had the highest specificity (93 %, 43/46). CONCLUSION EI and z-EI had the best diagnostic performance in differentiating iNPH from AD. The DESH scale could assist in diagnosing iNPH due to its high specificity.
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Affiliation(s)
- Ziang Deng
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Haoxiang Wang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Xiyue Yang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Keru Huang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Yuanyou Li
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Na Hu
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Liangxue Zhou
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China; Department of Neurosurgery, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang, China; Department of Neurosurgery, The Fifth people's Hospital of Ningxia, Shizuishan, China.
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15
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Srikrishna M, Seo W, Zettergren A, Kern S, Cantré D, Gessler F, Sotoudeh H, Seidlitz J, Bernstock JD, Wahlund LO, Westman E, Skoog I, Virhammar J, Fällmar D, Schöll M. Assessing CT-based Volumetric Analysis via Transfer Learning with MRI and Manual Labels for Idiopathic Normal Pressure Hydrocephalus. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.06.23.24309144. [PMID: 38978640 PMCID: PMC11230337 DOI: 10.1101/2024.06.23.24309144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
Background Brain computed tomography (CT) is an accessible and commonly utilized technique for assessing brain structure. In cases of idiopathic normal pressure hydrocephalus (iNPH), the presence of ventriculomegaly is often neuroradiologically evaluated by visual rating and manually measuring each image. Previously, we have developed and tested a deep-learning-model that utilizes transfer learning from magnetic resonance imaging (MRI) for CT-based intracranial tissue segmentation. Accordingly, herein we aimed to enhance the segmentation of ventricular cerebrospinal fluid (VCSF) in brain CT scans and assess the performance of automated brain CT volumetrics in iNPH patient diagnostics. Methods The development of the model used a two-stage approach. Initially, a 2D U-Net model was trained to predict VCSF segmentations from CT scans, using paired MR-VCSF labels from healthy controls. This model was subsequently refined by incorporating manually segmented lateral CT-VCSF labels from iNPH patients, building on the features learned from the initial U-Net model. The training dataset included 734 CT datasets from healthy controls paired with T1-weighted MRI scans from the Gothenburg H70 Birth Cohort Studies and 62 CT scans from iNPH patients at Uppsala University Hospital. To validate the model's performance across diverse patient populations, external clinical images including scans of 11 iNPH patients from the Universitatsmedizin Rostock, Germany, and 30 iNPH patients from the University of Alabama at Birmingham, United States were used. Further, we obtained three CT-based volumetric measures (CTVMs) related to iNPH. Results Our analyses demonstrated strong volumetric correlations (ϱ=0.91, p<0.001) between automatically and manually derived CT-VCSF measurements in iNPH patients. The CTVMs exhibited high accuracy in differentiating iNPH patients from controls in external clinical datasets with an AUC of 0.97 and in the Uppsala University Hospital datasets with an AUC of 0.99. Discussion CTVMs derived through deep learning, show potential for assessing and quantifying morphological features in hydrocephalus. Critically, these measures performed comparably to gold-standard neuroradiology assessments in distinguishing iNPH from healthy controls, even in the presence of intraventricular shunt catheters. Accordingly, such an approach may serve to improve the radiological evaluation of iNPH diagnosis/monitoring (i.e., treatment responses). Since CT is much more widely available than MRI, our results have considerable clinical impact.
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Affiliation(s)
- Meera Srikrishna
- Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden
- Department of Psychiatry and Neurochemistry, Institute of Physiology and Neuroscience, University of Gothenburg, Gothenburg, Sweden
| | - Woosung Seo
- Department of Surgical Sciences, Neuroradiology, Uppsala University, Uppsala, Sweden
| | - Anna Zettergren
- Neuropsychiatric Epidemiology, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Centre for Ageing and Health (AgeCap), University of Gothenburg, Gothenburg, Sweden
| | - Silke Kern
- Neuropsychiatric Epidemiology, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Centre for Ageing and Health (AgeCap), University of Gothenburg, Gothenburg, Sweden
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Mölndal, Sweden
| | - Daniel Cantré
- Institute of Diagnostic and Interventional Radiology, Pediatric Radiology and Neuroradiology, University Medical Center Rostock, Rostock, Germany
| | - Florian Gessler
- Department of Neurosurgery, University Medicine of Rostock, 18057 Rostock, Germany
| | - Houman Sotoudeh
- Department of Neuroradiology, University of Alabama, Birmingham, AL, United States
| | - Jakob Seidlitz
- Lifespan Brain Institute, The Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, PA, USA
- Institute for Translational Medicine and Therapeutics, University of Pennsylvania, Philadelphia, PA, USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, United States
- Department of Child and Adolescent Psychiatry and Behavioral Science, The Children’s Hospital of Philadelphia, Philadelphia, United States
| | - Joshua D. Bernstock
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Lars-Olof Wahlund
- Division of Clinical Geriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Eric Westman
- Division of Clinical Geriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Ingmar Skoog
- Neuropsychiatric Epidemiology, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Centre for Ageing and Health (AgeCap), University of Gothenburg, Gothenburg, Sweden
| | - Johan Virhammar
- Department of Medical Sciences, Neurology, Uppsala University, Uppsala, Sweden
| | - David Fällmar
- Department of Surgical Sciences, Neuroradiology, Uppsala University, Uppsala, Sweden
| | - Michael Schöll
- Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden
- Department of Psychiatry and Neurochemistry, Institute of Physiology and Neuroscience, University of Gothenburg, Gothenburg, Sweden
- Dementia Research Centre, Queen Square Institute of Neurology, University College London, London, UK
- Department of Psychiatry, Cognition and Aging Psychiatry, Sahlgrenska University Hospital, Mölndal, Sweden
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16
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Jóhannsdóttir AM, Pedersen CB, Munthe S, Poulsen FR, Jóhannsson B. Idiopathic normal pressure hydrocephalus: Validation of the DESH score as a prognostic tool for shunt surgery response. Clin Neurol Neurosurg 2024; 241:108295. [PMID: 38701548 DOI: 10.1016/j.clineuro.2024.108295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Revised: 04/01/2024] [Accepted: 04/21/2024] [Indexed: 05/05/2024]
Abstract
OBJECTIVE Several radiological markers have been linked to clinical improvement after shunt surgery for idiopathic normal pressure hydrocephalus (iNPH). However, iNPH has no pathognomonic feature, and patients are still diagnosed as probable, possible, or unlikely cases based on clinical symptoms, imaging findings, and invasive supplementary tests. The predictive value of the disproportionately enlarged subarachnoid space hydrocephalus (DESH) score is not yet conclusively determined, but it might offer a more accurate diagnostic method. The aim of the present retrospective cohort study was to validate the predictive power of the DESH score for clinical improvement after shunt surgery in iNPH patients. METHODS We retrospectively obtained presurgical MRI and/or CT scans from 71 patients with iNPH who underwent ventriculoperitoneal shunt surgery. Radiological images were evaluated for Evans index (EI), corpus callosal angle (CA), tight high convexity (THC), Sylvian fissure dilation, and focal sulci dilation. These markers were aggregated to determine the DESH score. Patient journal entries were used to subjectively determine the extent of improvement in gait function, urinary incontinence, and/or cognition as a measure of shunt surgery response. RESULTS Multiple logistic regression analysis, controlling for age and sex (α = 0.05), showed that DESH score was significantly correlated (OR 1.77) with subjective shunt-surgery response at a minimum of 1-month follow-up. Patients with higher DESH scores were more likely to have a favorable response to shunt surgery. CONCLUSION Aggregating radiological markers into the DESH score is useful for predicting shunt responders among iNPH patients and can aid the selection of patients for surgery. These findings provide further support for the DESH score as a diagnostic tool for iNPH.
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Affiliation(s)
- Anika Maí Jóhannsdóttir
- Department of Neurosurgery, Odense University Hospital, Odense, Denmark; Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Christian Bonde Pedersen
- Department of Neurosurgery, Odense University Hospital, Odense, Denmark; Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Sune Munthe
- Department of Neurosurgery, Odense University Hospital, Odense, Denmark; Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Frantz Rom Poulsen
- Department of Neurosurgery, Odense University Hospital, Odense, Denmark; Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Bjarni Jóhannsson
- Department of Neurosurgery, Odense University Hospital, Odense, Denmark; Department of Clinical Research, University of Southern Denmark, Odense, Denmark.
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17
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Yamada S, Otani T, Ii S, Ito H, Iseki C, Tanikawa M, Watanabe Y, Wada S, Oshima M, Mase M. Modeling cerebrospinal fluid dynamics across the entire intracranial space through integration of four-dimensional flow and intravoxel incoherent motion magnetic resonance imaging. Fluids Barriers CNS 2024; 21:47. [PMID: 38816737 PMCID: PMC11138021 DOI: 10.1186/s12987-024-00552-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Accepted: 05/21/2024] [Indexed: 06/01/2024] Open
Abstract
BACKGROUND Bidirectional reciprocal motion of cerebrospinal fluid (CSF) was quantified using four-dimensional (4D) flow magnetic resonance imaging (MRI) and intravoxel incoherent motion (IVIM) MRI. To estimate various CSF motions in the entire intracranial region, we attempted to integrate the flow parameters calculated using the two MRI sequences. To elucidate how CSF dynamics deteriorate in Hakim's disease, an age-dependent chronic hydrocephalus, flow parameters were estimated from the two MRI sequences to assess CSF motion in the entire intracranial region. METHODS This study included 127 healthy volunteers aged ≥ 20 years and 44 patients with Hakim's disease. On 4D flow MRI for measuring CSF motion, velocity encoding was set at 5 cm/s. For the IVIM MRI analysis, the diffusion-weighted sequence was set at six b-values (i.e., 0, 50, 100, 250, 500, and 1000 s/mm2), and the biexponential IVIM fitting method was adapted. The relationships between the fraction of incoherent perfusion (f) on IVIM MRI and 4D flow MRI parameters including velocity amplitude (VA), absolute maximum velocity, stroke volume, net flow volume, and reverse flow rate were comprehensively evaluated in seven locations in the ventricles and subarachnoid spaces. Furthermore, we developed a new parameter for fluid oscillation, the Fluid Oscillation Index (FOI), by integrating these two measurements. In addition, we investigated the relationship between the measurements and indices specific to Hakim's disease and the FOIs in the entire intracranial space. RESULTS The VA on 4D flow MRI was significantly associated with the mean f-values on IVIM MRI. Therefore, we estimated VA that could not be directly measured on 4D flow MRI from the mean f-values on IVIM MRI in the intracranial CSF space, using the following formula; e0.2(f-85) + 0.25. To quantify fluid oscillation using one integrated parameter with weighting, FOI was calculated as VA × 10 + f × 0.02. In addition, the FOIs at the left foramen of Luschka had the strongest correlations with the Evans index (Pearson's correlation coefficient: 0.78). The other indices related with Hakim's disease were significantly associated with the FOIs at the cerebral aqueduct and bilateral foramina of Luschka. FOI at the cerebral aqueduct was also elevated in healthy controls aged ≥ 60 years. CONCLUSIONS We estimated pulsatile CSF movements in the entire intracranial CSF space in healthy individuals and patients with Hakim's disease using FOI integrating VA from 4D flow MRI and f-values from IVIM MRI. FOI is useful for quantifying the CSF oscillation.
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Affiliation(s)
- Shigeki Yamada
- Department of Neurosurgery, Nagoya City University Graduate School of Medical Science, Kawasumi 1, Mizuho-Cho, Mizuho-Ku, Nagoya, Aichi, 467-8601, Japan.
- Interfaculty Initiative in Information Studies/Institute of Industrial Science, The University of Tokyo, Tokyo, Japan.
| | - Tomohiro Otani
- Department of Mechanical Science and Bioengineering, Graduate School of Engineering Science, Osaka University, Osaka, Japan
| | - Satoshi Ii
- Department of Mechanical Engineering, School of Engineering, Tokyo Institute of Technology, Tokyo, Japan
- Faculty of System Design, Tokyo Metropolitan University, Tokyo, Japan
| | - Hirotaka Ito
- Medical System Research & Development Center, FUJIFILM Corporation, Tokyo, Japan
| | - Chifumi Iseki
- Department of Behavioural Neurology and Cognitive Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
- Division of Neurology and Clinical Neuroscience, Department of Internal Medicine III, Yamagata University School of Medicine, Yamagata, Japan
| | - Motoki Tanikawa
- Department of Neurosurgery, Nagoya City University Graduate School of Medical Science, Kawasumi 1, Mizuho-Cho, Mizuho-Ku, Nagoya, Aichi, 467-8601, Japan
| | - Yoshiyuki Watanabe
- Department of Radiology, Shiga University of Medical Science, Shiga, Japan
| | - Shigeo Wada
- Department of Mechanical Science and Bioengineering, Graduate School of Engineering Science, Osaka University, Osaka, Japan
| | - Marie Oshima
- Interfaculty Initiative in Information Studies/Institute of Industrial Science, The University of Tokyo, Tokyo, Japan
| | - Mitsuhito Mase
- Department of Neurosurgery, Nagoya City University Graduate School of Medical Science, Kawasumi 1, Mizuho-Cho, Mizuho-Ku, Nagoya, Aichi, 467-8601, Japan
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18
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Kadaba Sridhar S, Dysterheft Robb J, Gupta R, Cheong S, Kuang R, Samadani U. Structural neuroimaging markers of normal pressure hydrocephalus versus Alzheimer's dementia and Parkinson's disease, and hydrocephalus versus atrophy in chronic TBI-a narrative review. Front Neurol 2024; 15:1347200. [PMID: 38576534 PMCID: PMC10991762 DOI: 10.3389/fneur.2024.1347200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 02/07/2024] [Indexed: 04/06/2024] Open
Abstract
Introduction Normal Pressure Hydrocephalus (NPH) is a prominent type of reversible dementia that may be treated with shunt surgery, and it is crucial to differentiate it from irreversible degeneration caused by its symptomatic mimics like Alzheimer's Dementia (AD) and Parkinson's Disease (PD). Similarly, it is important to distinguish between (normal pressure) hydrocephalus and irreversible atrophy/degeneration which are among the chronic effects of Traumatic Brain Injury (cTBI), as the former may be reversed through shunt placement. The purpose of this review is to elucidate the structural imaging markers which may be foundational to the development of accurate, noninvasive, and accessible solutions to this problem. Methods By searching the PubMed database for keywords related to NPH, AD, PD, and cTBI, we reviewed studies that examined the (1) distinct neuroanatomical markers of degeneration in NPH versus AD and PD, and atrophy versus hydrocephalus in cTBI and (2) computational methods for their (semi-) automatic assessment on Computed Tomography (CT) and Magnetic Resonance Imaging (MRI) scans. Results Structural markers of NPH and those that can distinguish it from AD have been well studied, but only a few studies have explored its structural distinction between PD. The structural implications of cTBI over time have been studied. But neuroanatomical markers that can predict shunt response in patients with either symptomatic idiopathic NPH or post-traumatic hydrocephalus have not been reliably established. MRI-based markers dominate this field of investigation as compared to CT, which is also reflected in the disproportionate number of MRI-based computational methods for their automatic assessment. Conclusion Along with an up-to-date literature review on the structural neurodegeneration due to NPH versus AD/PD, and hydrocephalus versus atrophy in cTBI, this article sheds light on the potential of structural imaging markers as (differential) diagnostic aids for the timely recognition of patients with reversible (normal pressure) hydrocephalus, and opportunities to develop computational tools for their objective assessment.
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Affiliation(s)
- Sharada Kadaba Sridhar
- Department of Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, MN, United States
- Neurotrauma Research Lab, Center for Veterans Research and Education, Minneapolis, MN, United States
| | - Jen Dysterheft Robb
- Neurotrauma Research Lab, Center for Veterans Research and Education, Minneapolis, MN, United States
| | - Rishabh Gupta
- Neurotrauma Research Lab, Center for Veterans Research and Education, Minneapolis, MN, United States
- University of Minnesota Twin Cities Medical School, Minneapolis, MN, United States
| | - Scarlett Cheong
- Department of Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, MN, United States
- Neurotrauma Research Lab, Center for Veterans Research and Education, Minneapolis, MN, United States
| | - Rui Kuang
- Department of Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, MN, United States
- Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Uzma Samadani
- Department of Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, MN, United States
- Neurotrauma Research Lab, Center for Veterans Research and Education, Minneapolis, MN, United States
- University of Minnesota Twin Cities Medical School, Minneapolis, MN, United States
- Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, United States
- Division of Neurosurgery, Department of Surgery, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, United States
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Constantinescu C, Wikkelsø C, Westman E, Ziegelitz D, Jaraj D, Rydén L, Skoog I, Tullberg M. Prevalence of Possible Idiopathic Normal Pressure Hydrocephalus in Sweden: A Population-Based MRI Study in 791 70-Year-Old Participants. Neurology 2024; 102:e208037. [PMID: 38165321 PMCID: PMC10962905 DOI: 10.1212/wnl.0000000000208037] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 10/13/2023] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Very divergent prevalence rates for idiopathic normal pressure hydrocephalus (iNPH) are reported, probably due to differences in study sample selection and diagnostic criteria. This MRI-based study aimed to determine the prevalence of iNPH and iNPH-specific radiologic changes and their association with clinical symptoms in a large, 70-year-old population-based cohort (Gothenburg H70). METHODS In this cross-sectional study, disturbances in gait and balance, cognition, and urinary continence were assessed using clinical examination and self-report. MRI was evaluated for iNPH-specific imaging markers. iNPH was diagnosed according to International Guidelines (I.G.). Based on radiologic findings, participants were allocated to 1 of 4 groups: (A) Evans index (EI) ≤0.3 (reference), (B) EI >0.3 without other iNPH-typical radiologic findings, (C) radiologically probable iNPH according to I.G., and (D) radiologically holistically probable (h-probable) iNPH fulfilling radiologic criteria according to I.G. plus highly iNPH-specific changes according to an experienced neuroradiologist. RESULTS The Gothenburg H70 Studies include 791 individuals (377 men, 414 women) born in 1944 who underwent brain MRI. The prevalence of iNPH was 1.5% (2.1% for men, 0.96% for women) according to I.G. Ninety participants (11%) had EI >0.3 without other iNPH-typical radiologic findings, 29 (3.7%) fulfilled the I.G. radiologic probable iNPH criteria alone, and 11 (1.4%) were classified as radiologically h-probable iNPH. Forty participants (5.1%) had I.G. radiologic features of iNPH (70% men vs 30% women, p = 0.005). Gait disturbances were more common in participants with EI >0.3 without other radiologic iNPH features (B) (33%) compared with the reference group (A) (19%) (p = 0.006). All clinical symptoms were more common in participants with I.G. radiologic features of iNPH (C + D) than they were in the reference group (A) (p < 0.03). DISCUSSION The iNPH prevalence of 1.5% among 70-year-olds, which is considerably higher than earlier reported in this age group, suggests that iNPH may be more common than previously assumed. This is supported by the 5.1% total prevalence of imaging signs of iNPH. Ventriculomegaly without other iNPH-typical radiologic findings may be an early sign of developing iNPH in some patients.
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Affiliation(s)
- Clara Constantinescu
- From the Hydrocephalus Research Unit (C.C., C.W., D.Z., D.J., M.T.), Institute of Neuroscience and Physiology, Department of Clinical Neuroscience, Sahlgrenska Academy, University of Gothenburg; Division of Clinical Geriatrics (E.W.), Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Karolinska Institute, Stockholm; and Neuropsychiatric Epidemiology Unit (L.R., I.S.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Center for Ageing and Health (AGECAP) at the University of Gothenburg, Mölndal, Sweden
| | - Carsten Wikkelsø
- From the Hydrocephalus Research Unit (C.C., C.W., D.Z., D.J., M.T.), Institute of Neuroscience and Physiology, Department of Clinical Neuroscience, Sahlgrenska Academy, University of Gothenburg; Division of Clinical Geriatrics (E.W.), Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Karolinska Institute, Stockholm; and Neuropsychiatric Epidemiology Unit (L.R., I.S.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Center for Ageing and Health (AGECAP) at the University of Gothenburg, Mölndal, Sweden
| | - Eric Westman
- From the Hydrocephalus Research Unit (C.C., C.W., D.Z., D.J., M.T.), Institute of Neuroscience and Physiology, Department of Clinical Neuroscience, Sahlgrenska Academy, University of Gothenburg; Division of Clinical Geriatrics (E.W.), Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Karolinska Institute, Stockholm; and Neuropsychiatric Epidemiology Unit (L.R., I.S.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Center for Ageing and Health (AGECAP) at the University of Gothenburg, Mölndal, Sweden
| | - Doerthe Ziegelitz
- From the Hydrocephalus Research Unit (C.C., C.W., D.Z., D.J., M.T.), Institute of Neuroscience and Physiology, Department of Clinical Neuroscience, Sahlgrenska Academy, University of Gothenburg; Division of Clinical Geriatrics (E.W.), Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Karolinska Institute, Stockholm; and Neuropsychiatric Epidemiology Unit (L.R., I.S.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Center for Ageing and Health (AGECAP) at the University of Gothenburg, Mölndal, Sweden
| | - Daniel Jaraj
- From the Hydrocephalus Research Unit (C.C., C.W., D.Z., D.J., M.T.), Institute of Neuroscience and Physiology, Department of Clinical Neuroscience, Sahlgrenska Academy, University of Gothenburg; Division of Clinical Geriatrics (E.W.), Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Karolinska Institute, Stockholm; and Neuropsychiatric Epidemiology Unit (L.R., I.S.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Center for Ageing and Health (AGECAP) at the University of Gothenburg, Mölndal, Sweden
| | - Lina Rydén
- From the Hydrocephalus Research Unit (C.C., C.W., D.Z., D.J., M.T.), Institute of Neuroscience and Physiology, Department of Clinical Neuroscience, Sahlgrenska Academy, University of Gothenburg; Division of Clinical Geriatrics (E.W.), Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Karolinska Institute, Stockholm; and Neuropsychiatric Epidemiology Unit (L.R., I.S.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Center for Ageing and Health (AGECAP) at the University of Gothenburg, Mölndal, Sweden
| | - Ingmar Skoog
- From the Hydrocephalus Research Unit (C.C., C.W., D.Z., D.J., M.T.), Institute of Neuroscience and Physiology, Department of Clinical Neuroscience, Sahlgrenska Academy, University of Gothenburg; Division of Clinical Geriatrics (E.W.), Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Karolinska Institute, Stockholm; and Neuropsychiatric Epidemiology Unit (L.R., I.S.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Center for Ageing and Health (AGECAP) at the University of Gothenburg, Mölndal, Sweden
| | - Mats Tullberg
- From the Hydrocephalus Research Unit (C.C., C.W., D.Z., D.J., M.T.), Institute of Neuroscience and Physiology, Department of Clinical Neuroscience, Sahlgrenska Academy, University of Gothenburg; Division of Clinical Geriatrics (E.W.), Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Karolinska Institute, Stockholm; and Neuropsychiatric Epidemiology Unit (L.R., I.S.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Center for Ageing and Health (AGECAP) at the University of Gothenburg, Mölndal, Sweden
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20
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Nikitin DV, Dolgushin MB, Dvoryanchikov AV, Rostovtseva TM, Senko IV, Tairova RT. [Possibilities of dynamic phase contrast MRI of cerebrospinal fluid for performing a tap test in a patient with idiopathic normotensive hydrocephalus]. Zh Nevrol Psikhiatr Im S S Korsakova 2024; 124:148-153. [PMID: 38465824 DOI: 10.17116/jnevro2024124021148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Idiopathic normotensive hydrocephalus (iNH) is a widespread disease in elderly patients. The effectiveness of iNG treatment and the subsequent quality of patients' lives directly depends on timely and early diagnosis. The criteria for diagnosing iNG that are used in neuroimaging can also be found in patients without clinical manifestations of this disease, and the widely used tap-test is an invasive technique with a rather low sensitivity. The need for early diagnosis and initiation of treatment before the development of irreversible damage to brain structures determines the relevance of the search for an accessible, minimally invasive, accurate and safe diagnostic method. The article presents a clinical observation of the use of phase-contrast MRI of cerebrospinal fluid (CSF) in a female patient with a positive response to the tap test with a quantitative analysis of changes in CSF flow parameters and ALVI and Evans indices depending on the time after CSF evacuation. Phase-contrast MRI of CSF with a quantitative assessment of CSF flow parameters in combination with an assessment of the ALVI index has the potential to increase the accuracy of diagnosing iNH and is of scientific interest for further research.
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Affiliation(s)
- D V Nikitin
- Federal Center of Brain Research and Neurotechnologies, Moscow, Russia
| | - M B Dolgushin
- Federal Center of Brain Research and Neurotechnologies, Moscow, Russia
| | - A V Dvoryanchikov
- Federal Center of Brain Research and Neurotechnologies, Moscow, Russia
| | - T M Rostovtseva
- Federal Center of Brain Research and Neurotechnologies, Moscow, Russia
| | - I V Senko
- Federal Center of Brain Research and Neurotechnologies, Moscow, Russia
| | - R T Tairova
- Federal Center of Brain Research and Neurotechnologies, Moscow, Russia
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21
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Stanishevskiy AV, Gavrilov GV, Lebedenko AV, Adleyba BG, Radkov MN, Svistov DV, Cherebillo VY. [Intrascopic predictors of favorable outcomes after ventriculoperitoneal shunting in Hakim-Adams syndrome: a single-center retrospective non-randomized study]. ZHURNAL VOPROSY NEIROKHIRURGII IMENI N. N. BURDENKO 2024; 88:60-68. [PMID: 39422685 DOI: 10.17116/neiro20248805160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
The main feature of idiopathic normal pressure hydrocephalus is reversible clinical manifestations after timely ventriculoperitoneal shunting. However, the effectiveness of such interventions does not exceed 85%. Invasive diagnostic methods are used to select candidates for surgery. At the same time, literature data indicate neuroimaging symptoms predicting postoperative outcomes without invasive examination. OBJECTIVE To identify intrascopic predictors of favorable outcomes after ventriculoperitoneal shunting in Hakim-Adams syndrome; to present a model for evaluating MRI data and selecting candidates for surgery. MATERIAL AND METHODS A single-center retrospective non-randomized study enrolled head MRI data in patients with idiopathic normal-pressure hydrocephalus who underwent ventriculoperitoneal shunting between September 2020 and March 2022. There were 34 patients including 15 ones in the main group (significant improvement after surgery) and 19 ones in the control group. We analyzed quantitative neuroimaging features: ventriculocranial indices, DESH syndrome (DESH score), angle of corpus callosum at the level of anterior and posterior commissures, dimensions of temporal horns of lateral ventricles, the number of lacunar infarcts in basal ganglia and white matter of hemispheres. RESULTS We identified the most significant predictors of favorable outcomes after ventriculoperitoneal shunting: Evans index, indexed longitudinal size of lateral ventricles, angle of corpus callosum (at the level of anterior and posterior commissures) and DESH score. We created a classification model using discriminant analysis. This model allows us to predict the outcomes after ventriculoperitoneal shunting. CONCLUSION A comprehensive assessment of intrascopic symptoms allows us to predict the outcomes after ventriculoperitoneal shunting in patients with Hakim-Adams syndrome. In the future, we can avoid invasive diagnostic manipulations in some patients.
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Affiliation(s)
| | - G V Gavrilov
- Kirov Military Medical Academy, St. Petersburg, Russia
- Pavlov First St. Petersburg State Medical University, St. Petersburg, Russia
| | - A V Lebedenko
- Kirov Military Medical Academy, St. Petersburg, Russia
| | - B G Adleyba
- Kirov Military Medical Academy, St. Petersburg, Russia
| | - M N Radkov
- Kirov Military Medical Academy, St. Petersburg, Russia
| | - D V Svistov
- Kirov Military Medical Academy, St. Petersburg, Russia
| | - V Yu Cherebillo
- Pavlov First St. Petersburg State Medical University, St. Petersburg, Russia
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22
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Oike R, Inoue Y, Ota Y, Sorimachi T. The necessity of gait evaluation on the 7th day after tap tests for the idiopathic normal pressure hydrocephalus patients. BMC Geriatr 2023; 23:776. [PMID: 38012563 PMCID: PMC10680181 DOI: 10.1186/s12877-023-04481-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 11/13/2023] [Indexed: 11/29/2023] Open
Abstract
BACKGROUND A tap test is established as an evaluation method to indicate shunt surgery for hydrocephalus, especially idiopathic normal pressure hydrocephalus (iNPH). The timing of gait assessment after the test is still controversial, while some studies reported the effectiveness of the gait evaluation up to 2nd day after tap tests. Our study explored whether the gait evaluation on the 7th day after a tap test is necessary. METHODS We retrospectively evaluated 129 consecutive cases with possible iNPH who performed gait assessment on all 1st, 3rd, and 7th days after tap tests between May 2020 and February 2022. We reviewed the following items of the patients: age, sex, modified Rankin scale, iNPH grading scale, Mini-Mental State Evaluation (MMSE), and neurological imaging. The number of probable iNPH patients who improved their gait each day after the test was analyzed. We also assessed the number of definite iNPH patients and revealed the background characteristics of the patients who showed gait improvement on the 7th day after the tests. RESULTS Of the 129 patients who met our inclusion criteria, 57 were judged as probable iNPH on the 1st day, 28 were new on the 3rd, and 23 were new on the 7th. The number of probable iNPH patients up to the 7th day after tests was significantly more extensive than that of those up to the 3rd (108 [83.7%] vs. 85 [65.9%]; 95% confidence interval [CI], p < 0.0001). The number of definite iNPH patients was also significantly more prominent when the evaluation after the tests was performed on all of the 1st, the 3rd, and the 7th days than just on the 1st (72 vs. 42; 95% CI, p = 0.00016) or both of the 1st and the 3rd (72 vs. 61; 95% CI, p = 0.00074). No statistically significant difference existed in the patients' backgrounds except for the pre-tap test MMSE. CONCLUSION Gait evaluation on the 7th day after tap tests, in addition to the first few days, may reduce the number of iNPH patients who miss the opportunity of getting beneficial treatment.
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Affiliation(s)
- Ryo Oike
- Department of Neurosurgery, Nadogaya Hospital, Chiba, Japan.
| | - Yasuaki Inoue
- Department of Neurosurgery, Nadogaya Hospital, Chiba, Japan
| | - Yoshiaki Ota
- Division of Neuroradiology, Department of Radiology, University of Michigan, 1500 E Medical Center Dr, UH B2, Ann Arbor, MI, 48109, USA
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23
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Petrella G, Ciarlo S, Elia S, Piaz RD, Nucera P, Pompucci A, Palmieri M, Pesce A. Idiopathic Normal Pressure Hydrocephalus: The Real Social and Economic Burden of a Possibly Enormous Underdiagnosis Problem. Tomography 2023; 9:2006-2015. [PMID: 37987343 PMCID: PMC10661316 DOI: 10.3390/tomography9060157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 10/20/2023] [Accepted: 10/23/2023] [Indexed: 11/22/2023] Open
Abstract
Normal Pressure Hydrocephalus (iNPH) typically affects the elderly and can cause cognitive decline, resulting in its differential diagnosis with other neurodegenerative conditions. Moreover, it is probably underdiagnosed; such under- and misdiagnosis prevents the patient from receiving the right treatment and significantly affects the quality of life and life expectancy. This investigation is an in-depth analysis of the actual incidence of iNPH in the population of the province served by our hospital (circa 580,000 individuals). The first phase of this study was conducted by visualizing a total of 1232 brain CT scans performed in the Emergency Departments of the four hospitals of our network on patients who were admitted for different complaints yet screened as suspicious for iNPH. Subsequently, corresponding Emergency Department medical records were investigated to understand the medical history of each patient in search of elements attributable to an alteration of CSF dynamics. The cohort of positive CT scans, according to the radiological and clinical inclusion criteria, included 192 patients. Among the reasons to require acute medical care, "Fall" was the most common. The cumulative incidence of CT scans suggestive of iNPH among the patients undergoing CT scans was as high as 15.58%, and the period prevalence calculated for the total amount of patients accessing the Emergency Departments was 1.084%. The real incidence of iNPH in the population may be underestimated, and the social burden linked to the assistance of patients suffering from such untreated conditions could be significantly relieved.
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Affiliation(s)
- Gianpaolo Petrella
- Neurosurgery Division, A.O. “Santa Maria Goretti” General Hospital, Via Guido Reni 1, 04100 Latina, Italy; (G.P.); (S.C.); (S.E.); (A.P.)
| | - Silvia Ciarlo
- Neurosurgery Division, A.O. “Santa Maria Goretti” General Hospital, Via Guido Reni 1, 04100 Latina, Italy; (G.P.); (S.C.); (S.E.); (A.P.)
| | - Stefania Elia
- Neurosurgery Division, A.O. “Santa Maria Goretti” General Hospital, Via Guido Reni 1, 04100 Latina, Italy; (G.P.); (S.C.); (S.E.); (A.P.)
| | - Rita Dal Piaz
- Emergency Department, A.O. “Santa Maria Goretti” General Hospital, Via Guido Reni 1, 04100 Latina, Italy;
| | - Paolo Nucera
- Emergency Department, A.O. “Dono Svizzero” General Hospital, Via Appia Lato Napoli, 04023 Formia, Italy;
| | - Angelo Pompucci
- Neurosurgery Division, A.O. “Santa Maria Goretti” General Hospital, Via Guido Reni 1, 04100 Latina, Italy; (G.P.); (S.C.); (S.E.); (A.P.)
| | - Mauro Palmieri
- Department of Human Neurosciences, Neurosurgery Division, Università “La Sapienza” di Roma, Viale del Policlinico 155, 00161 Roma, Italy;
| | - Alessandro Pesce
- Neurosurgery Division, A.O. “Santa Maria Goretti” General Hospital, Via Guido Reni 1, 04100 Latina, Italy; (G.P.); (S.C.); (S.E.); (A.P.)
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24
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Hasselbalch SG, Carlsen JF, Alaouie MM, Munch TN, Holst AV, Taudorf S, Rørvig-Løppentien C, Juhler M, Waldemar G. Prediction of shunt response in idiopathic normal pressure hydrocephalus by combined lumbar infusion test and preoperative imaging scoring. Eur J Neurol 2023; 30:3047-3055. [PMID: 37433569 DOI: 10.1111/ene.15981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 06/29/2023] [Accepted: 07/06/2023] [Indexed: 07/13/2023]
Abstract
BACKGROUND AND PURPOSE Idiopathic normal pressure hydrocephalus (iNPH) is a potentially treatable disorder, but prognostic tests or biomarkers are lacking. The aim was to study the predictive power of clinical, neuroimaging and lumbar infusion test parameters (resistance to outflow Rout , cardiac-related pulse amplitude PA and the PA to intracranial pressure ICP ratio). METHODS In all, 127 patients diagnosed with iNPH who had a lumbar infusion test, a subsequent ventriculo-peritoneal shunt operation and at least 2 months of postoperative follow-up were retrospectively included. Preoperative magnetic resonance images were visually scored for NPH features using the iNPH Radscale. Preoperative and postoperative assessment was performed using cognitive testing, as well as gait and incontinence scales. RESULTS At follow-up (7.4 months, range 2-20 months), an overall positive response was seen in 82% of the patients. Gait was more severely impaired at baseline in responders compared to non-responders. The iNPH Radscale score was borderline significantly higher in responders compared with non-responders, whereas no significant differences in infusion test parameters were seen between responders and non-responders. Infusion test parameters performed modestly with high positive (75%-92%) but low negative (17%-23%) predictive values. Although not significant, PA and PA/ICP seemed to perform better than Rout , and the odds ratio for shunt response seemed to increase in patients with higher PA/ICP, especially in patients with lower iNPH Radscale scores. CONCLUSION Although only indicative, lumbar infusion test results increased the likelihood of a positive shunt outcome. Pulse amplitude measures showed promising results that should be further explored in prospective studies.
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Affiliation(s)
- Steen Gregers Hasselbalch
- Department of Neurology, Danish Dementia Research Centre, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jonathan Frederik Carlsen
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Radiology, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
| | - Mohamed Moussa Alaouie
- Department of Neurology, Danish Dementia Research Centre, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
| | - Tina Nørgaard Munch
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Neurosurgery, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark
| | - Anders Vedel Holst
- Department of Neurosurgery, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
| | - Sarah Taudorf
- Department of Neurology, Danish Dementia Research Centre, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
| | - Christina Rørvig-Løppentien
- Department of Neurology, Danish Dementia Research Centre, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
| | - Marianne Juhler
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Neurosurgery, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
| | - Gunhild Waldemar
- Department of Neurology, Danish Dementia Research Centre, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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25
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Pizzarotti B, Allali G. Increased prevalence of normal pressure hydrocephalus in both variants of frontotemporal dementia: a 10-year retrospective study. Brain Commun 2023; 5:fcad240. [PMID: 37731905 PMCID: PMC10508318 DOI: 10.1093/braincomms/fcad240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 06/23/2023] [Accepted: 09/14/2023] [Indexed: 09/22/2023] Open
Affiliation(s)
- Beatrice Pizzarotti
- Neurology Service, Department of Clinical Neurosciences, University Hospital of Lausanne and University of Lausanne, 1011 Lausanne, Switzerland
| | - Gilles Allali
- Leenaards Memory Center, Department of Clinical Neurosciences, University Hospital of Lausanne and University of Lausanne, 1011 Lausanne, Switzerland
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Haller S, Jäger HR, Vernooij MW, Barkhof F. Neuroimaging in Dementia: More than Typical Alzheimer Disease. Radiology 2023; 308:e230173. [PMID: 37724973 DOI: 10.1148/radiol.230173] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/21/2023]
Abstract
Alzheimer disease (AD) is the most common cause of dementia. The prevailing theory of the underlying pathology assumes amyloid accumulation followed by tau protein aggregation and neurodegeneration. However, the current antiamyloid and antitau treatments show only variable clinical efficacy. Three relevant points are important for the radiologic assessment of dementia. First, besides various dementing disorders (including AD, frontotemporal dementia, and dementia with Lewy bodies), clinical variants and imaging subtypes of AD include both typical and atypical AD. Second, atypical AD has overlapping radiologic and clinical findings with other disorders. Third, the diagnostic process should consider mixed pathologies in neurodegeneration, especially concurrent cerebrovascular disease, which is frequent in older age. Neuronal loss is often present at, or even before, the onset of cognitive decline. Thus, for effective emerging treatments, early diagnosis before the onset of clinical symptoms is essential to slow down or stop subsequent neuronal loss, requiring molecular imaging or plasma biomarkers. Neuroimaging, particularly MRI, provides multiple imaging parameters for neurodegenerative and cerebrovascular disease. With emerging treatments for AD, it is increasingly important to recognize AD variants and other disorders that mimic AD. Describing the individual composition of neurodegenerative and cerebrovascular disease markers while considering overlapping and mixed diseases is necessary to better understand AD and develop efficient individualized therapies.
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Affiliation(s)
- Sven Haller
- From the Centre d'Imagerie Médicale de Cornavin, Place de Cornavin 18, 1201 Geneva, Switzerland (S.H.); Department of Surgical Sciences, Radiology, Uppsala University, Uppsala, Sweden (S.H.); Faculty of Medicine of the University of Geneva, Geneva, Switzerland (S.H.); Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (S.H.); Tanta University, Faculty of Medicine, Tanta, Egypt (S.H.); Neuroradiological Academic Unit, Department of Brain Repair and Rehabilitation, Queen Square Institute of Neurology (H.R.J., F.B.), and Centre for Medical Image Computing, Institute of Healthcare Engineering (F.B.), University College London, London, England; Lysholm Department of Neuroradiology, The National Hospital for Neurology and Neurosurgery, London, England (H.R.J.); Departments of Epidemiology and Radiology & Nuclear Medicine, Erasmus MC, Rotterdam, the Netherlands (M.W.V.); and Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centre, Amsterdam, the Netherlands (F.B.)
| | - Hans Rolf Jäger
- From the Centre d'Imagerie Médicale de Cornavin, Place de Cornavin 18, 1201 Geneva, Switzerland (S.H.); Department of Surgical Sciences, Radiology, Uppsala University, Uppsala, Sweden (S.H.); Faculty of Medicine of the University of Geneva, Geneva, Switzerland (S.H.); Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (S.H.); Tanta University, Faculty of Medicine, Tanta, Egypt (S.H.); Neuroradiological Academic Unit, Department of Brain Repair and Rehabilitation, Queen Square Institute of Neurology (H.R.J., F.B.), and Centre for Medical Image Computing, Institute of Healthcare Engineering (F.B.), University College London, London, England; Lysholm Department of Neuroradiology, The National Hospital for Neurology and Neurosurgery, London, England (H.R.J.); Departments of Epidemiology and Radiology & Nuclear Medicine, Erasmus MC, Rotterdam, the Netherlands (M.W.V.); and Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centre, Amsterdam, the Netherlands (F.B.)
| | - Meike W Vernooij
- From the Centre d'Imagerie Médicale de Cornavin, Place de Cornavin 18, 1201 Geneva, Switzerland (S.H.); Department of Surgical Sciences, Radiology, Uppsala University, Uppsala, Sweden (S.H.); Faculty of Medicine of the University of Geneva, Geneva, Switzerland (S.H.); Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (S.H.); Tanta University, Faculty of Medicine, Tanta, Egypt (S.H.); Neuroradiological Academic Unit, Department of Brain Repair and Rehabilitation, Queen Square Institute of Neurology (H.R.J., F.B.), and Centre for Medical Image Computing, Institute of Healthcare Engineering (F.B.), University College London, London, England; Lysholm Department of Neuroradiology, The National Hospital for Neurology and Neurosurgery, London, England (H.R.J.); Departments of Epidemiology and Radiology & Nuclear Medicine, Erasmus MC, Rotterdam, the Netherlands (M.W.V.); and Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centre, Amsterdam, the Netherlands (F.B.)
| | - Frederik Barkhof
- From the Centre d'Imagerie Médicale de Cornavin, Place de Cornavin 18, 1201 Geneva, Switzerland (S.H.); Department of Surgical Sciences, Radiology, Uppsala University, Uppsala, Sweden (S.H.); Faculty of Medicine of the University of Geneva, Geneva, Switzerland (S.H.); Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (S.H.); Tanta University, Faculty of Medicine, Tanta, Egypt (S.H.); Neuroradiological Academic Unit, Department of Brain Repair and Rehabilitation, Queen Square Institute of Neurology (H.R.J., F.B.), and Centre for Medical Image Computing, Institute of Healthcare Engineering (F.B.), University College London, London, England; Lysholm Department of Neuroradiology, The National Hospital for Neurology and Neurosurgery, London, England (H.R.J.); Departments of Epidemiology and Radiology & Nuclear Medicine, Erasmus MC, Rotterdam, the Netherlands (M.W.V.); and Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centre, Amsterdam, the Netherlands (F.B.)
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Yun SY, Choi KS, Suh CH, Kim SC, Heo H, Shim WH, Jo S, Chung SJ, Lim JS, Lee JH, Kim D, Kim SO, Jung W, Kim HS, Kim SJ, Kim JH. Risk estimation for idiopathic normal-pressure hydrocephalus: development and validation of a brain morphometry-based nomogram. Eur Radiol 2023; 33:6145-6156. [PMID: 37059905 DOI: 10.1007/s00330-023-09612-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 02/10/2023] [Accepted: 03/09/2023] [Indexed: 04/16/2023]
Abstract
OBJECTIVES To develop and validate a nomogram based on MRI features for predicting iNPH. METHODS Patients aged ≥ 60 years (clinically diagnosed with iNPH, Parkinson's disease, or Alzheimer's disease or healthy controls) who underwent MRI including three-dimensional T1-weighted volumetric MRI were retrospectively identified from two tertiary referral hospitals (one hospital for derivation set and the other for validation set). Clinical and imaging features for iNPH were assessed. Deep learning-based brain segmentation software was used for 3D volumetry. A prediction model was developed using logistic regression and transformed into a nomogram. The performance of the nomogram was assessed with respect to discrimination and calibration abilities. The nomogram was internally and externally validated. RESULTS A total of 452 patients (mean age ± SD, 73.2 ± 6.5 years; 200 men) were evaluated as the derivation set. One hundred eleven and 341 patients were categorized into the iNPH and non-iNPH groups, respectively. In multivariable analysis, high-convexity tightness (odds ratio [OR], 35.1; 95% CI: 4.5, 275.5), callosal angle < 90° (OR, 12.5; 95% CI: 3.1, 50.0), and normalized lateral ventricle volume (OR, 4.2; 95% CI: 2.7, 6.7) were associated with iNPH. The nomogram combining these three variables showed an area under the curve of 0.995 (95% CI: 0.991, 0.999) in the study sample, 0.994 (95% CI: 0.990, 0.998) in the internal validation sample, and 0.969 (95% CI: 0.940, 0.997) in the external validation sample. CONCLUSION A brain morphometry-based nomogram including high-convexity tightness, callosal angle < 90°, and normalized lateral ventricle volume can help accurately estimate the probability of iNPH. KEY POINTS • The nomogram with MRI findings (high-convexity tightness, callosal angle, and normalized lateral ventricle volume) helped in predicting the probability of idiopathic normal-pressure hydrocephalus. • The nomogram may facilitate the prediction of idiopathic normal-pressure hydrocephalus and consequently avoid unnecessary invasive procedures such as the cerebrospinal fluid tap test, drainage test, and cerebrospinal fluid shunt surgery.
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Affiliation(s)
- Su Young Yun
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
- Department of Radiology, Busan Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea
| | - Kyu Sung Choi
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Chong Hyun Suh
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
| | - Soo Chin Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Hwon Heo
- Department of Convergence Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Woo Hyun Shim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sungyang Jo
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sun Ju Chung
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae-Sung Lim
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Donghyun Kim
- Department of Radiology, Busan Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea
| | - Seon-Ok Kim
- Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | | | - Ho Sung Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sang Joon Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Ji-Hoon Kim
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
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Songsaeng D, Nava-apisak P, Wongsripuemtet J, Kingchan S, Angkoondittaphong P, Phawaphutanon P, Supratak A. The Diagnostic Accuracy of Artificial Intelligence in Radiological Markers of Normal-Pressure Hydrocephalus (NPH) on Non-Contrast CT Scans of the Brain. Diagnostics (Basel) 2023; 13:2840. [PMID: 37685378 PMCID: PMC10486480 DOI: 10.3390/diagnostics13172840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 08/08/2023] [Accepted: 08/23/2023] [Indexed: 09/10/2023] Open
Abstract
Diagnosing normal-pressure hydrocephalus (NPH) via non-contrast computed tomography (CT) brain scans is presently a formidable task due to the lack of universally agreed-upon standards for radiographic parameter measurement. A variety of radiological parameters, such as Evans' index, narrow sulci at high parietal convexity, Sylvian fissures' dilation, focally enlarged sulci, and more, are currently measured by radiologists. This study aimed to enhance NPH diagnosis by comparing the accuracy, sensitivity, specificity, and predictive values of radiological parameters, as evaluated by radiologists and AI methods, utilizing cerebrospinal fluid volumetry. Results revealed a sensitivity of 77.14% for radiologists and 99.05% for AI, with specificities of 98.21% and 57.14%, respectively, in diagnosing NPH. Radiologists demonstrated NPV, PPV, and an accuracy of 82.09%, 97.59%, and 88.02%, while AI reported 98.46%, 68.42%, and 77.42%, respectively. ROC curves exhibited an area under the curve of 0.954 for radiologists and 0.784 for AI, signifying the diagnostic index for NPH. In conclusion, although radiologists exhibited superior sensitivity, specificity, and accuracy in diagnosing NPH, AI served as an effective initial screening mechanism for potential NPH cases, potentially easing the radiologists' burden. Given the ongoing AI advancements, it is plausible that AI could eventually match or exceed radiologists' diagnostic prowess in identifying hydrocephalus.
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Affiliation(s)
- Dittapong Songsaeng
- Department of Radiology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (D.S.)
| | - Poonsuta Nava-apisak
- Department of Radiology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (D.S.)
| | - Jittsupa Wongsripuemtet
- Department of Radiology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (D.S.)
| | - Siripra Kingchan
- Faculty of Information and Communication Technology, Mahidol University, Salaya, Nakhon Pathom 73170, Thailand
| | - Phuriwat Angkoondittaphong
- Faculty of Information and Communication Technology, Mahidol University, Salaya, Nakhon Pathom 73170, Thailand
| | - Phattaranan Phawaphutanon
- Department of Radiology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand; (D.S.)
| | - Akara Supratak
- Faculty of Information and Communication Technology, Mahidol University, Salaya, Nakhon Pathom 73170, Thailand
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Yamada S, Ito H, Matsumasa H, Tanikawa M, Ii S, Otani T, Wada S, Oshima M, Watanabe Y, Mase M. Tightened Sulci in the High Convexities as a Noteworthy Feature of Idiopathic Normal Pressure Hydrocephalus. World Neurosurg 2023; 176:e427-e437. [PMID: 37245671 DOI: 10.1016/j.wneu.2023.05.077] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 05/19/2023] [Accepted: 05/20/2023] [Indexed: 05/30/2023]
Abstract
OBJECTIVE The presence of tightened sulci in the high-convexities (THC) is a key morphological feature for the diagnosis of idiopathic normal pressure hydrocephalus (iNPH), but the exact localization of THC has yet to be defined. The purpose of this study was to define THC and compare its volume, percentage, and index between iNPH patients and healthy controls. METHODS According to the THC definition, the high-convexity part of the subarachnoid space was segmented and measured the volume and percentage from the 3D T1-weighted and T2-weighted magnetic resonance images in 43 patients with iNPH and 138 healthy controls. RESULTS THC was defined as a decrease in the high-convexity part of the subarachnoid space located above the body of the lateral ventricles, with anterior end on the coronal plane perpendicular to the anterior commissure-posterior commissure (AC-PC) line passing through the front edge of the genu of corpus callosum, the posterior end in the bilateral posterior parts of the callosomarginal sulci, and the lateral end at 3 cm from the midline on the coronal plane perpendicular to the AC-PC line passing through the midpoint between AC and PC. Compared to the volume and volume percentage, the high-convexity part of the subarachnoid space volume per ventricular volume ratio < 0.6 was the most detectable index of THC on both 3D T1-weighted and T2-weighted magnetic resonance images. CONCLUSIONS To improve the diagnostic accuracy of iNPH, the definition of THC was clarified, and high-convexity part of the subarachnoid space volume per ventricular volume ratio <0.6 proposed as the best index for THC detection in this study.
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Affiliation(s)
- Shigeki Yamada
- Department of Neurosurgery, Nagoya City University Graduate School of Medical Science, Aichi, Japan; Interfaculty Initiative in Information Studies/Institute of Industrial Science, The University of Tokyo, Tokyo, Japan; Normal Pressure Hydrocephalus Center, Rakuwakai Otowa Hospital, Kyoto, Japan.
| | - Hirotaka Ito
- Medical System Research & Development Center, FUJIFILM Corporation, Tokyo, Japan
| | - Hironori Matsumasa
- Medical System Research & Development Center, FUJIFILM Corporation, Tokyo, Japan
| | - Motoki Tanikawa
- Department of Neurosurgery, Nagoya City University Graduate School of Medical Science, Aichi, Japan
| | - Satoshi Ii
- Faculty of System Design, Tokyo Metropolitan University, Tokyo, Japan
| | - Tomohiro Otani
- Department of Mechanical Science and Bioengineering, Graduate School of Engineering Science, Osaka University, Osaka, Japan
| | - Shigeo Wada
- Department of Mechanical Science and Bioengineering, Graduate School of Engineering Science, Osaka University, Osaka, Japan
| | - Marie Oshima
- Interfaculty Initiative in Information Studies/Institute of Industrial Science, The University of Tokyo, Tokyo, Japan
| | - Yoshiyuki Watanabe
- Department of Radiology, Shiga University of Medical Science, Shiga, Japan
| | - Mitsuhito Mase
- Department of Neurosurgery, Nagoya City University Graduate School of Medical Science, Aichi, Japan
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Ishida T, Murayama T, Kobayashi S. Current research of idiopathic normal pressure hydrocephalus: Pathogenesis, diagnosis and treatment. World J Clin Cases 2023; 11:3706-3713. [PMID: 37383114 PMCID: PMC10294169 DOI: 10.12998/wjcc.v11.i16.3706] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 02/18/2023] [Accepted: 05/04/2023] [Indexed: 06/02/2023] Open
Abstract
Idiopathic normal pressure hydrocephalus (iNPH) is caused by impaired cerebrospinal fluid absorption in the elderly; it is a surgically treatable form of dementia. Gait disturbance, dementia, and urinary incontinence are the triad of signs for iNPH. In addition to these clinical findings, imaging studies show characteristic ventricular enlargement. High Evans Index and 'disproportionately enlarged subarachnoid hydrocephalus' are other well-known imaging findings of iNPH. If the tap test shows improved symptoms, shunt surgery is performed. The disease was first described by Hakim and Adams in 1965, followed by the publication of the first, second, and third editions of the guidelines in 2004, 2012, and 2020, respectively. Recent studies signal the glymphatic system and classical cerebrospinal fluid (CSF) absorption from the dural lymphatics as aetiological mechanisms of CSF retention. Research is also underway on imaging test and biomarker developments for more precise diagnosis, shunting technique options with fewer sequelae and complications, and the influence of genetics. Particularly, the newly introduced 'suspected iNPH' in the third edition of the guidelines may be useful for earlier diagnosis. However, less well-studied areas remain, such as pharmacotherapy in non-operative indications and neurological findings other than the triadic signs. This review briefly presents previous research on these and future issues.
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Affiliation(s)
- Tetsuro Ishida
- Department of Psychiatry, Japan Health Care College, Sapporo 062-0053, Hokkaido, Japan
| | - Tomonori Murayama
- Department of Psychiatry, Asahikawa Keisenkai Hospital, Asahikawa 078-8208, Hokkaido, Japan
| | - Seiju Kobayashi
- Department of Psychiatry, Shinyukai Nakae Hospital, Sapporo 001-0022, Hokkaido, Japan
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31
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Camerucci E, Graff-Radford J, Jones DT, Elder BD, Gunter JL, Cutsforth-Gregory JK, Botha H, Murphy MC, Johnson DR, Davidge-Pitts C, Jack CR, Huston J, Cogswell PM. Change in Morphological Features of Enlarged Subarachnoid Spaces Following Treatment in Idiopathic Normal Pressure Hydrocephalus. J Magn Reson Imaging 2023; 57:1443-1450. [PMID: 35894392 DOI: 10.1002/jmri.28340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 06/20/2022] [Accepted: 06/21/2022] [Indexed: 11/11/2022] Open
Abstract
BACKGROUND Focally enlarged sulci (FES) are areas of proposed extraventricular fluid entrapment that may occur within idiopathic normal pressure hydrocephalus (iNPH) with radiographic evidence of disproportionately enlarged subarachnoid-space hydrocephalus (DESH), and should be differentiated from atrophy. PURPOSE To evaluate for change in FES size and pituitary height after shunt placement in iNPH. STUDY TYPE Retrospective. SUBJECTS A total of 125 iNPH patients who underwent shunt surgery and 40 age-matched controls. FIELD STRENGTH/SEQUENCE 1.5 T and 3 T. Axial T2w FLAIR, 3D T1w MPRAGE, 2D sagittal T1w. ASSESSMENT FES were measured in three dimensions and volume was estimated by assuming an ellipsoid shape. Pituitary gland height was measured in the mid third of the gland in iNPH patients and controls. STATISTICAL TESTS Wilcoxon signed-rank test for comparisons between MRI measurements; Wilcoxon rank sum test for comparison of cases/controls. Significance level was P < 0.05. RESULTS Fifty percent of the patients had FES. FES volume significantly decreased between the pre and first postshunt MRI by a median of 303 mm3 or 30.0%. Pituitary gland size significantly increased by 0.48 mm or 14.4%. FES decreased significantly by 190 mm3 or 23.1% and pituitary gland size increased significantly by 0.25 mm or 6% between the first and last postshunt MRI. DATA CONCLUSION Decrease in size of FES after shunt placement provides further evidence that these regions are due to disordered cerebrospinal fluid (CSF) dynamics and should not be misinterpreted as atrophy. A relatively smaller pituitary gland in iNPH patients that normalizes after shunt is a less-well recognized feature of altered CSF dynamics. EVIDENCE LEVEL 3 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
| | | | - David T Jones
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
- Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
| | - Benjamin D Elder
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, USA
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
| | | | | | - Hugo Botha
- Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Derek R Johnson
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
- Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
| | - Caroline Davidge-Pitts
- Department of Medicine, Division of Endocrinology, Diabetes, Nutrition, Mayo Clinic, Rochester, Minnesota, USA
| | - Clifford R Jack
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - John Huston
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
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Pyrgelis ES, Velonakis G, Papageorgiou SG, Stefanis L, Kapaki E, Constantinides VC. Imaging Markers for Normal Pressure Hydrocephalus: An Overview. Biomedicines 2023; 11:biomedicines11051265. [PMID: 37238936 DOI: 10.3390/biomedicines11051265] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 04/18/2023] [Accepted: 04/21/2023] [Indexed: 05/28/2023] Open
Abstract
Idiopathic bormal pressure hydrocephalus (iNPH) is a neurological syndrome that clinically presents with Hakim's triad, namely cognitive impairment, gait disturbances, and urinary incontinence. The fact that iNPH is potentially reversible makes its accurate and early diagnosis of paramount importance. Its main imaging characteristic is the dilation of the brain's ventricular system and the imaging parameters are also included in its diagnostic criteria along with clinical data. There is a variety of different modalities used and a great number of imaging markers that have been described while assessing iNPH patients. The present literature review attempts to describe the most important of these imaging markers and to shed some light on their role in diagnosis, differential diagnosis, and possibly prognosis of this potentially reversible neurological syndrome.
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Affiliation(s)
- Efstratios-Stylianos Pyrgelis
- 1st Department of Neurology, School of Medicine, National and Kapodistrian University of Athens, Eginition Hospital, Vass. Sophias Ave. 74, 11528 Athens, Greece
- Neurochemistry and Biological Markers Unit, 1st Department of Neurology, School of Medicine, National and Kapodistrian University of Athens, Eginition Hospital, Vass. Sophias Ave. 74, 11528 Athens, Greece
| | - Georgios Velonakis
- Research Unit of Radiology, 2nd Department of Radiology, Medical School, National and Kapodistrian University of Athens, "Attikon" University General Hospital, Rimini 1, Chaidari, 12462 Athens, Greece
| | - Sokratis G Papageorgiou
- 1st Department of Neurology, School of Medicine, National and Kapodistrian University of Athens, Eginition Hospital, Vass. Sophias Ave. 74, 11528 Athens, Greece
| | - Leonidas Stefanis
- 1st Department of Neurology, School of Medicine, National and Kapodistrian University of Athens, Eginition Hospital, Vass. Sophias Ave. 74, 11528 Athens, Greece
| | - Elisabeth Kapaki
- 1st Department of Neurology, School of Medicine, National and Kapodistrian University of Athens, Eginition Hospital, Vass. Sophias Ave. 74, 11528 Athens, Greece
- Neurochemistry and Biological Markers Unit, 1st Department of Neurology, School of Medicine, National and Kapodistrian University of Athens, Eginition Hospital, Vass. Sophias Ave. 74, 11528 Athens, Greece
| | - Vasilios C Constantinides
- 1st Department of Neurology, School of Medicine, National and Kapodistrian University of Athens, Eginition Hospital, Vass. Sophias Ave. 74, 11528 Athens, Greece
- Neurochemistry and Biological Markers Unit, 1st Department of Neurology, School of Medicine, National and Kapodistrian University of Athens, Eginition Hospital, Vass. Sophias Ave. 74, 11528 Athens, Greece
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Carswell C. Idiopathic normal pressure hydrocephalus: historical context and a contemporary guide. Pract Neurol 2023; 23:15-22. [PMID: 36162853 DOI: 10.1136/pn-2021-003291] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/21/2022] [Indexed: 02/02/2023]
Abstract
Idiopathic normal pressure hydrocephalus (NPH) was described in 1965 as a syndrome in which hydrocephalus develops but with a normal cerebrospinal fluid (CSF) pressure, causing shunt-responsive gait apraxia, cognitive impairment and urinary incontinence. Not all patients respond to shunting despite having the clinical syndrome with appropriate radiological features. This has led to considerable debate over subsequent decades regarding idiopathic NPH. It is now understood that asymptomatic communicating hydrocephalus can develop in many healthy older people, and that over time this can develop into a symptomatic state that sometimes responds to CSF shunting, but to a variable extent. This review looks at the historical background of NPH, the use of predictive tests, the current state of clinical evidence for the diagnosis and treatment of idiopathic NPH and the possible underlying causes, to provide a contemporary practical guide for assessing patients with the radiological features of idiopathic NPH.
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Affiliation(s)
- Christopher Carswell
- Imperial College Healthcare NHS Trust, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
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34
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Lilja-Lund O, Maripuu M, Kockum K, Andersson J, Lindam A, Nyberg L, Laurell K. Longitudinal neuropsychological trajectories in idiopathic normal pressure hydrocephalus: a population-based study. BMC Geriatr 2023; 23:29. [PMID: 36647004 PMCID: PMC9843855 DOI: 10.1186/s12877-023-03747-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 01/11/2023] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Idiopathic normal pressure hydrocephalus (iNPH) is a progressive syndrome affecting gait, incontinence, and cognition in a significant number of older adults. Still, prospective studies on early development of symptoms are scarce. AIM To investigate how neuropsychological functions develop before and in already diagnosed iNPH over a two-year period in a population-based material. METHOD A sample of 104 participants (median [IQR] 75 [72-80] years old) from the general population underwent CT-imaging and clinical assessment at baseline and follow-up. We used the iNPH symptom scale covering four domains (Neuropsychology, Gait, Balance, Incontinence) and additional tests of executive functions. Morphological signs were rated with the iNPH Radscale. Non-parametric statistics with Bonferroni corrections and a significance-level of p < 0.05 were used. RESULTS Median (IQR) time to follow-up was 25 (23-26) months. Effect size (ES) for individuals who developed iNPH (n = 8) showed a large (ES r = -0.55) decline in the Gait domain and on the Radscale (ES r = -0.60), with a medium deterioration in declarative memory (ES r = -0.37). Those having iNPH at baseline (n = 12) performed worse on one executive sub-function i.e., shifting (p = 0.045). CONCLUSION Besides deterioration in gait and radiology, our results suggest that a neuropsychological trajectory for those developing iNPH includes a reduction in declarative memory. Executive dysfunction was limited to those already having iNPH at baseline. These findings could suggest that memory impairments are included in the early development of iNPH.
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Affiliation(s)
- Otto Lilja-Lund
- grid.12650.300000 0001 1034 3451Department of Clinical Sciences, Neuroscience, Umeå University, Umeå, Sweden
| | - Martin Maripuu
- grid.12650.300000 0001 1034 3451Department of Clinical Sciences, Psychiatry, Umeå University, Umeå, Sweden
| | - Karin Kockum
- grid.12650.300000 0001 1034 3451Department of Clinical Sciences, Neuroscience, Umeå University, Umeå, Sweden
| | - Johanna Andersson
- grid.12650.300000 0001 1034 3451Department of Clinical Sciences, Neuroscience, Umeå University, Umeå, Sweden
| | - Anna Lindam
- grid.12650.300000 0001 1034 3451Department of Public Health and Clinical Medicine, Unit of Research, Education and Development Östersund Hospital, Umeå University, Umeå, Sweden
| | - Lars Nyberg
- grid.12650.300000 0001 1034 3451Department of Radiation Sciences, Radiology, Umeå University, Umeå, Sweden ,grid.12650.300000 0001 1034 3451Department of Integrative Medical Biology, Umeå University, Umeå, Sweden ,grid.12650.300000 0001 1034 3451Umeå Center for Functional Brain Imaging, Umeå University, Umeå, Sweden ,grid.5510.10000 0004 1936 8921Center for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway
| | - Katarina Laurell
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Neurology, Uppsala University, Uppsala, Sweden
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Thavarajasingam SG, El-Khatib M, Vemulapalli K, Iradukunda HAS, K. SV, Borchert R, Russo S, Eide PK. Radiological predictors of shunt response in the diagnosis and treatment of idiopathic normal pressure hydrocephalus: a systematic review and meta-analysis. Acta Neurochir (Wien) 2023; 165:369-419. [PMID: 36435931 PMCID: PMC9922237 DOI: 10.1007/s00701-022-05402-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 10/24/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Patients with the dementia subtype idiopathic normal pressure hydrocephalus (iNPH) may improve clinically following cerebrospinal fluid (CSF) diversion (shunt) surgery, though the predictors of shunt response remain debated. Currently, radiological features play an important role in the diagnosis of iNPH, but it is not well established which radiological markers most precisely predict shunt responsive iNPH. OBJECTIVE To conduct a systematic review and meta-analysis to identify radiological predictors of shunt responsiveness, evaluate their diagnostic effectiveness, and recommend the most predictive radiological features. METHODS Embase, MEDLINE, Scopus, PubMed, Google Scholar, and JSTOR were searched for original studies investigating radiological predictors of shunt response in iNPH patients. Included studies were assessed using the ROBINS-1 tool, and eligible studies were evaluated using a univariate meta-analysis. RESULTS Overall, 301 full-text papers were screened, of which 28 studies were included, and 26 different radiological features were identified, 5 of these met the inclusion criteria for the meta-analysis: disproportionately enlarged subarachnoid space (DESH), callosal angle, periventricular white matter changes, cerebral blood flow (CBF), and computerized tomography cisternography. The meta-analysis showed that only callosal angle and periventricular white matter changes significantly differentiated iNPH shunt responders from non-responders, though both markers had a low diagnostic odds ratio (DOR) of 1.88 and 1.01 respectively. None of the other radiological markers differentiated shunt responsive from shunt non-responsive iNPH. CONCLUSION Callosal angle and periventricular changes are the only diagnostically effective radiological predictors of shunt responsive iNPH patients. However, due to the DORs approximating 1, they are insufficient as sole predictors and are advised to be used only in combination with other diagnostic tests of shunt response. Future research must evaluate the combined use of multiple radiological predictors, as it may yield beneficial additive effects that may allow for more robust radiological shunt response prediction.
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Affiliation(s)
| | | | | | | | | | - Robin Borchert
- Department of Clinical Neurosciences, Cambridge University Hospital NHS Trust, Cambridge, UK
| | - Salvatore Russo
- Department of Neurosurgery, Imperial College Healthcare NHS Trust, London, UK
| | - Per K. Eide
- Department of Neurosurgery, Oslo University Hospital – Rikshospitalet, Oslo, Norway ,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
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Tinaz S. Magnetic resonance imaging modalities aid in the differential diagnosis of atypical parkinsonian syndromes. Front Neurol 2023; 14:1082060. [PMID: 36816565 PMCID: PMC9932598 DOI: 10.3389/fneur.2023.1082060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 01/16/2023] [Indexed: 02/05/2023] Open
Abstract
Accurate and timely diagnosis of atypical parkinsonian syndromes (APS) remains a challenge. Especially early in the disease course, the clinical manifestations of the APS overlap with each other and with those of idiopathic Parkinson's disease (PD). Recent advances in magnetic resonance imaging (MRI) technology have introduced promising imaging modalities to aid in the diagnosis of APS. Some of these MRI modalities are also included in the updated diagnostic criteria of APS. Importantly, MRI is safe for repeated use and more affordable and accessible compared to nuclear imaging. These advantages make MRI tools more appealing for diagnostic purposes. As the MRI field continues to advance, the diagnostic use of these techniques in APS, alone or in combination, are expected to become commonplace in clinical practice.
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Affiliation(s)
- Sule Tinaz
- Division of Movement Disorders, Department of Neurology, Yale School of Medicine, New Haven, CT, United States
- Department of Neurology, Clinical Neurosciences Imaging Center, Yale School of Medicine, New Haven, CT, United States
- *Correspondence: Sule Tinaz ✉
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Lidén S, Farahmand D, Laurell K. Ventricular volume in relation to lumbar CSF levels of amyloid-β 1–42, tau and phosphorylated tau in iNPH, is there a dilution effect? Fluids Barriers CNS 2022; 19:59. [PMID: 35843939 PMCID: PMC9288679 DOI: 10.1186/s12987-022-00353-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 06/23/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Levels of the biomarkers amyloid-β 1–42 (Aβ42), tau and phosphorylated tau (p-tau) are decreased in the cerebrospinal fluid (CSF) of patients with idiopathic normal pressure hydrocephalus (iNPH). The mechanism behind this is unknown, but one potential explanation is dilution by excessive CSF volumes. The aim of this study was to investigate the presence of a dilution effect, by studying the relationship between ventricular volume (VV) and the levels of the CSF biomarkers.
Methods
In this cross-sectional observational study, preoperative magnetic resonance imaging (MRI) and lumbar CSF was acquired from 136 patients with a median age of 76 years, 89 men and 47 females, selected for surgical treatment for iNPH. The CSF volume of the lateral and third ventricles was segmented on MRI and related to preoperative concentrations of Aβ42, tau and p-tau.
Results
In the total sample VV (Median 140.7 mL) correlated weakly (rs = − 0.17) with Aβ42 (Median 534 pg/mL), but not with tau (Median 216 pg/mL) nor p-tau (Median 31 pg/mL). In a subgroup analysis, the correlation between VV and Aβ42 was only present in the male group (rs = − 0.22, p = 0.038). Further, Aβ42 correlated positively with tau (rs = 0.30, p = 0.004) and p-tau (rs = 0.26, p = 0.012) in males but not in females.
Conclusions
The findings did not support a major dilution effect in iNPH, at least not in females. The only result in favor for dilution was a weak negative correlation between VV and Aβ42 but not with the other lumbar CSF biomarkers. The different results between males and females suggest that future investigations of the CSF pattern in iNPH would gain from sex-based subgroup analysis.
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Huang Y, Moreno R, Malani R, Meng A, Swinburne N, Holodny AI, Choi Y, Rusinek H, Golomb JB, George A, Parra LC, Young RJ. Deep Learning Achieves Neuroradiologist-Level Performance in Detecting Hydrocephalus Requiring Treatment. J Digit Imaging 2022; 35:1662-1672. [PMID: 35581409 PMCID: PMC9712867 DOI: 10.1007/s10278-022-00654-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 04/11/2022] [Accepted: 05/02/2022] [Indexed: 11/25/2022] Open
Abstract
In large clinical centers a small subset of patients present with hydrocephalus that requires surgical treatment. We aimed to develop a screening tool to detect such cases from the head MRI with performance comparable to neuroradiologists. We leveraged 496 clinical MRI exams collected retrospectively at a single clinical site from patients referred for any reason. This diagnostic dataset was enriched to have 259 hydrocephalus cases. A 3D convolutional neural network was trained on 16 manually segmented exams (ten hydrocephalus) and subsequently used to automatically segment the remaining 480 exams and extract volumetric anatomical features. A linear classifier of these features was trained on 240 exams to detect cases of hydrocephalus that required treatment with surgical intervention. Performance was compared to four neuroradiologists on the remaining 240 exams. Performance was also evaluated on a separate screening dataset of 451 exams collected from a routine clinical population to predict the consensus reading from four neuroradiologists using images alone. The pipeline was also tested on an external dataset of 31 exams from a 2nd clinical site. The most discriminant features were the Magnetic Resonance Hydrocephalic Index (MRHI), ventricle volume, and the ratio between ventricle and brain volume. At matching sensitivity, the specificity of the machine and the neuroradiologists did not show significant differences for detection of hydrocephalus on either dataset (proportions test, p > 0.05). ROC performance compared favorably with the state-of-the-art (AUC 0.90-0.96), and replicated in the external validation. Hydrocephalus cases requiring treatment can be detected automatically from MRI in a heterogeneous patient population based on quantitative characterization of brain anatomy with performance comparable to that of neuroradiologists.
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Affiliation(s)
- Yu Huang
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
| | - Raquel Moreno
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
| | - Rachna Malani
- Department of Neurology, Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
- Brain Tumor Center, Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
| | - Alicia Meng
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
- Brain Tumor Center, Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
| | - Nathaniel Swinburne
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
- Brain Tumor Center, Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
| | - Andrei I. Holodny
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
| | - Ye Choi
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
| | - Henry Rusinek
- Department of Radiology, Grossman School of Medicine, New York University, New York, NY 10016 USA
- Department of Psychiatry, Grossman School of Medicine, New York University, New York, NY 10016 USA
| | - James B. Golomb
- Department of Psychiatry, Grossman School of Medicine, New York University, New York, NY 10016 USA
- Department of Neurology, Grossman School of Medicine, New York University, New York, NY 10016 USA
| | - Ajax George
- Department of Radiology, Grossman School of Medicine, New York University, New York, NY 10016 USA
| | - Lucas C. Parra
- Department of Biomedical Engineering, City College of New York, 160 Convent Ave, Steinman Hall Room 401, New York, NY 10031 USA
| | - Robert J. Young
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
- Brain Tumor Center, Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
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Cerebrospinal Fluid Biomarkers in iNPH: A Narrative Review. Diagnostics (Basel) 2022; 12:diagnostics12122976. [PMID: 36552981 PMCID: PMC9777226 DOI: 10.3390/diagnostics12122976] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Revised: 11/16/2022] [Accepted: 11/24/2022] [Indexed: 11/30/2022] Open
Abstract
Idiopathic normal pressure hydrocephalus (iNPH) is a neurological syndrome characterized by the clinical triad of gait disorder, cognitive impairment and urinary incontinence. It has attracted interest because of the possible reversibility of symptoms, especially with timely treatment. The main pathophysiological theory is based on a vicious circle of disruption in circulation of cerebrospinal fluid (CSF) that leads to the deceleration of its absorption. Data regarding CSF biomarkers in iNPH are contradictory and no definite CSF biomarker profile has been recognized as in Alzheimer's disease (AD), which often co-exists with iNPH. In this narrative review, we investigated the literature regarding CSF biomarkers in iNPH, both the established biomarkers total tau protein (t-tau), phosphorylated tau protein (p-tau) and amyloid peptide with 42 amino acids (Aβ42), and other molecules, which are being investigated as emerging biomarkers. The majority of studies demonstrate differences in CSF concentrations of Aβ42 and tau-proteins (t-tau and p-tau) among iNPH patients, healthy individuals and patients with AD and vascular dementia. iNPH patients present with lower CSF Aβ42 and p-tau concentrations than healthy individuals and lower t-tau and p-tau concentrations than AD patients. This could prove helpful for improving diagnosis, differential diagnosis and possibly prognosis of iNPH patients.
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Chen J, He W, Zhang X, Lv M, Zhou X, Yang X, Wei H, Ma H, Li H, Xia J. Value of MRI-based semi-quantitative structural neuroimaging in predicting the prognosis of patients with idiopathic normal pressure hydrocephalus after shunt surgery. Eur Radiol 2022; 32:7800-7810. [PMID: 35501572 PMCID: PMC9668801 DOI: 10.1007/s00330-022-08733-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 02/19/2022] [Accepted: 03/11/2022] [Indexed: 02/05/2023]
Abstract
OBJECTIVES To explore the value of structural neuroimaging in predicting the prognosis of shunt surgery for idiopathic normal-pressure hydrocephalus (iNPH) using two different standard semi-quantitative imaging scales. METHODS A total of 47 patients with iNPH who underwent shunt surgery at our hospital between 2018 and 2020 were included in this study. The modified Rankin Scale (mRS) and iNPH grading scale (iNPHGS) were used to evaluate and quantify the clinical symptoms before and after shunt surgery. The disproportionately enlarged subarachnoid space hydrocephalus (DESH) and iNPH Radscale scores were used to evaluate the preoperative MR images. The primary endpoint was improvement in the mRS score a year after surgery, and the secondary endpoint was the iNPHGS after 1 year. The preoperative imaging features of the improved and non-improved groups were compared. RESULTS The rates of the primary and secondary outcomes were 59.6% and 61.7%, respectively, 1 year after surgery. There were no significant differences in preoperative DESH score, iNPH Radscale, Evans' index (EI), or callosal angle (CA) between the improved and non-improved groups. Significant correlations were observed between the severity of gait disorder and EI and the CA. CONCLUSIONS The value of structural neuroimaging in predicting the prognosis of shunt surgery is limited, and screening for shunt surgery candidates should not rely only on preoperative imaging findings. KEY POINTS • Early shunt surgery can significantly improve the clinical symptoms and prognosis of patients with idiopathic normal-pressure hydrocephalus (iNPH). • Structural imaging findings have limited predictiveness for the prognosis of patients with iNPH after shunt surgery. • Patients should not be selected for shunt surgery based on only structural imaging findings.
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Affiliation(s)
- Jiakuan Chen
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Shenzhen University, Shenzhen Second People's Hospital, 3002 SunGang Road West, Shenzhen, 518035, Guangdong Province, China
- Guangzhou Medical University, Guangzhou, China
| | - Wenjie He
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Shenzhen University, Shenzhen Second People's Hospital, 3002 SunGang Road West, Shenzhen, 518035, Guangdong Province, China
| | - Xiejun Zhang
- Department of Neurosurgery, The First Affiliated Hospital of Shenzhen University, Shenzhen University, Shenzhen Second People's Hospital, 3002 SunGang Road West, Shenzhen, 518035, Guangdong Province, China
| | - Minrui Lv
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Shenzhen University, Shenzhen Second People's Hospital, 3002 SunGang Road West, Shenzhen, 518035, Guangdong Province, China
| | - Xi Zhou
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Shenzhen University, Shenzhen Second People's Hospital, 3002 SunGang Road West, Shenzhen, 518035, Guangdong Province, China
| | - Xiaolin Yang
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Shenzhen University, Shenzhen Second People's Hospital, 3002 SunGang Road West, Shenzhen, 518035, Guangdong Province, China
- Guangdong Medical University, Zhanjiang, China
| | - Haihua Wei
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Shenzhen University, Shenzhen Second People's Hospital, 3002 SunGang Road West, Shenzhen, 518035, Guangdong Province, China
- Guangdong Medical University, Zhanjiang, China
| | - Haiqin Ma
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Shenzhen University, Shenzhen Second People's Hospital, 3002 SunGang Road West, Shenzhen, 518035, Guangdong Province, China
- Shantou University Medical College, Shantou, China
| | - Hongbing Li
- Department of Radiology, Fuyong People's Hospital, Baoan District, Shenzhen, 518103, Guangdong Province, China.
| | - Jun Xia
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Shenzhen University, Shenzhen Second People's Hospital, 3002 SunGang Road West, Shenzhen, 518035, Guangdong Province, China.
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Can preoperative brain imaging features predict shunt response in idiopathic normal pressure hydrocephalus? A PRISMA review. Neuroradiology 2022; 64:2119-2133. [DOI: 10.1007/s00234-022-03021-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 07/13/2022] [Indexed: 10/16/2022]
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Sohn G, Bae MJ, Park J, Kim SE. Semi-quantitative analysis of periventricular gray-white matter ratio on CT in patients with idiopathic normal pressure hydrocephalus. J Clin Neurosci 2022; 101:16-20. [DOI: 10.1016/j.jocn.2022.04.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 04/24/2022] [Accepted: 04/26/2022] [Indexed: 11/25/2022]
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Lilja-Lund O, Nyberg L, Maripuu M, Laurell K. Dual-Task Performance in Older Adults With and Without Idiopathic Normal Pressure Hydrocephalus. Front Aging Neurosci 2022; 14:904194. [PMID: 35707704 PMCID: PMC9190777 DOI: 10.3389/fnagi.2022.904194] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 04/27/2022] [Indexed: 11/18/2022] Open
Abstract
Two of the main features of idiopathic normal pressure hydrocephalus (iNPH) are disturbed gait and cognition. These features are typically investigated separately, but here we combined walking with a cognitive task to investigate if older adults with iNPH were more susceptible to dual-task interference on walking than those without iNPH. In total, 95 individuals from the general population participated in our study. Of these, 20 were classified as Possible iNPH (median [interquartile range, IQR] 80 years [75–82.5]) and 75 as Unlikely iNPH (74 years [72–78]). Conversation, 10-m walking, semantic and phonemic verbal fluency were performed either combined or independently. “Stopping walking while talking” was noted. Pairwise comparisons and multiple logistic regression analyses were used. We found that the Possible iNPH group was older, stopped walking more frequently during the conversation, and had a slower single-task pace. The dual-task pace was slower for both groups. Only single-task walking pace could predict Possible iNPH when adjusted for age. We could establish a dual-task cost on gait performance in this sample of older adults from the general population, but the cost was not exclusive for individuals with Possible iNPH. To further assess the value of dual-task testing in iNPH, including observations of stopping walking while talking, a study of a clinical iNPH material with more severe symptoms would be valuable.
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Affiliation(s)
- Otto Lilja-Lund
- Department of Clinical Sciences, Neuroscience, Umeå University, Umeå, Sweden
- *Correspondence: Otto Lilja-Lund,
| | - Lars Nyberg
- Department of Radiation Sciences, Radiology, Umeå University, Umeå, Sweden
- Department of Integrative Medical Biology, Umeå University, Umeå, Sweden
- Umeå Center for Functional Brain Imaging, Umeå University, Umeå, Sweden
- Center for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway
| | - Martin Maripuu
- Department of Clinical Sciences, Psychiatry, Umeå University, Umeå, Sweden
| | - Katarina Laurell
- Department of Medical Sciences, Neurology, Uppsala University, Uppsala, Sweden
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Snöbohm C, Malmberg F, Freyhult E, Kultima K, Fällmar D, Virhammar J. White matter changes should not exclude patients with idiopathic normal pressure hydrocephalus from shunt surgery. Fluids Barriers CNS 2022; 19:35. [PMID: 35599321 PMCID: PMC9125842 DOI: 10.1186/s12987-022-00338-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 05/09/2022] [Indexed: 12/13/2022] Open
Abstract
Introduction White matter changes (WMC) on brain imaging can be classified as deep white matter hyperintensities (DWMH) or periventricular hyperintensities (PVH) and are frequently seen in patients with idiopathic normal pressure hydrocephalus (iNPH). Contradictory results have been reported on whether preoperative WMC are associated with outcome after shunt surgery in iNPH patients. The aim of this study was to investigate any association between DWMH and PVH and shunt outcome in patients with iNPH, using magnetic resonance volumetry. Methods A total of 253 iNPH patients operated with shunt surgery and clinically assessed before and 12 months after surgery were included. All patients were investigated preoperatively with magnetic resonance imaging of the brain. The volumes of DWMH and PVH were quantified on fluid-attenuated inversion recovery images using an in-house semi-automatic volumetric segmentation software (SmartPaint). Shunt outcome was defined as the difference in symptom score between post- and preoperative investigations, measured on the iNPH scale, and shunt response was defined as improvement with ≥ 5 points. Results One year after shunt surgery, 51% of the patients were improved on the iNPH scale. When defining improvement as ≥ 5 points on the iNPH scale, there was no significant difference in preoperative volume of WMC between shunt responders and non-responders. If outcome was determined by a continuous variable, a larger volume of PVH was negatively associated with postoperative change in the total iNPH scale (p < 0.05) and negatively associated with improvement in gait (p < 0.01) after adjusting for age, sex, waiting time for surgery, preoperative level of symptoms, Evans’ index, and disproportionately enlarged subarachnoid space hydrocephalus. The volume of DWMH was not associated with shunt outcome. Conclusions An association between outcome after shunt surgery and volume of PVH was seen, but there was no difference between shunt responders and non-responders in the volumes of DWMH and PVH. We conclude that preoperative assessment of WMC should not be used to exclude patients with iNPH from shunt surgery.
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Callosal Angle Sub-Score of the Radscale in Patients with Idiopathic Normal Pressure Hydrocephalus Is Associated with Positive Tap Test Response. J Clin Med 2022; 11:jcm11102898. [PMID: 35629023 PMCID: PMC9143138 DOI: 10.3390/jcm11102898] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 05/17/2022] [Accepted: 05/18/2022] [Indexed: 02/04/2023] Open
Abstract
The aim of the present study was the implementation of the composite imaging “Radscale” in patients with idiopathic normal pressure hydrocephalus (iNPH) and the evaluation of its score, as well as absolute stroke volume and peak flow velocity of cerebrospinal fluid (CSF) in aqueduct as indicators of a positive response following a tap test. Forty-five patients with iNPH were included. Clinical evaluation involved the 10 m timed walk test before and every 24 h for 3 consecutive days after evacuative lumbar puncture (LP). Neuropsychological evaluation comprised a mini mental state examination (MMSE), frontal assessment battery (FAB), 5-word test (5WT) and CLOX drawing test 1 and 2, which were carried out before and 48 h after LP. The tap test’s response was defined as a ≥20% improvement in gait and/or a ≥10% improvement in neuropsychological tests. All scores of neuropsychological and clinical variables, except for immediate 5WT and CLOX-1, differed significantly before and 48 h after LP. Improvement in time and steps of a 10 m timed walk test differed significantly between female and male patients. Out of 45 total patients, 19 were tap test responders and 26 non-responders. The total score of Radscale and CSF flow parameters did not differ between responders and non-responders. However, “Callosal angle” sub-score differed significantly between these two groups. A greater “callosal angle” sub-score, meaning more acute callosal angle, was associated with a positive tap test response, rendering it a useful measurement in the stratification of iNPH patients that will potentially respond to CSF shunting.
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Palandri G, Carretta A, La Corte E, Giannini G, Martinoni M, Mantovani P, Albini-Riccioli L, Tonon C, Mazzatenta D, Elder BD, Conti A. Open-aqueduct LOVA, LIAS, iNPH: a comparative clinical-radiological study exploring the "grey zone" between different forms of chronic adulthood hydrocephalus. Acta Neurochir (Wien) 2022; 164:1777-1788. [PMID: 35477816 PMCID: PMC9233635 DOI: 10.1007/s00701-022-05215-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Accepted: 04/07/2022] [Indexed: 11/27/2022]
Abstract
Purpose The definition of chronic adult hydrocephalus encompasses different pathological entities with overlapping characteristics, including long-standing overt ventriculomegaly in adults (LOVA), late-onset idiopathic aqueductal stenosis (LIAS) and idiopathic normal pressure hydrocephalus (iNPH). The aim of our study was to identify preoperative clinical and radiological features peculiar of these diseases providing some pathophysiology inferences on these forms of hydrocephalus. Methods Clinical and radiological preoperative records, type of surgical treatment and clinical outcome of patients with chronic adult hydrocephalus who were surgically treated between 2013 and 2019 were retrospectively reviewed. Univariate and multivariate analyses were performed to evaluate the contribution of each variable to the differential diagnosis. Results In total, 105 patients were included: 18 with LOVA, 23 with LIAS and 64 with iNPH. On multivariate analysis, an enlarged cisterna magna and a more severe ventriculomegaly were associated with the diagnosis of LOVA, while an older age and DESH with iNPH. LIAS patients tend to have an higher prevalence of raised ICP symptoms. Based on that, a clinical and radiological scoring system was developed to distinguish between iNPH and no iNPH cases. A precise cut-off value with a sensitivity of 95.1% and a specificity of 90.6% was identified. Conclusions LOVA, LIAS and iNPH are different forms of chronic adulthood hydrocephalus and present different and peculiar clinical and radiological features, with an impact on the treatment and outcome prediction. The implementation of a clinical-radiological score for differential diagnosis may help the differentiation. Further studies are warranted. Supplementary Information The online version contains supplementary material available at 10.1007/s00701-022-05215-9.
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Affiliation(s)
- Giorgio Palandri
- Department of Neurosurgery, IRCCS Istituto Delle Scienze Neurologiche Di Bologna, Via Altura 3, 40139, Bologna, Italy
| | - Alessandro Carretta
- Department of Neurosurgery, IRCCS Istituto Delle Scienze Neurologiche Di Bologna, Via Altura 3, 40139, Bologna, Italy.
- Department of Biomedical and NeuroMotor Sciences (DIBINEM), University of Bologna, Bologna, Italy.
| | - Emanuele La Corte
- Department of Neurosurgery, IRCCS Istituto Delle Scienze Neurologiche Di Bologna, Via Altura 3, 40139, Bologna, Italy
- Department of Biomedical and NeuroMotor Sciences (DIBINEM), University of Bologna, Bologna, Italy
| | - Giulia Giannini
- Department of Biomedical and NeuroMotor Sciences (DIBINEM), University of Bologna, Bologna, Italy
- Neurology Unit (NEUROMET), IRCCS Istituto Delle Scienze Neurologiche Di Bologna, Bologna, Italy
| | - Matteo Martinoni
- Department of Neurosurgery, IRCCS Istituto Delle Scienze Neurologiche Di Bologna, Via Altura 3, 40139, Bologna, Italy
| | - Paolo Mantovani
- Department of Neurosurgery, IRCCS Istituto Delle Scienze Neurologiche Di Bologna, Via Altura 3, 40139, Bologna, Italy
| | - Luca Albini-Riccioli
- Neuroradiology Unit, IRCCS Istituto Delle Scienze Neurologiche Di Bologna, Bologna, Italy
| | - Caterina Tonon
- Department of Biomedical and NeuroMotor Sciences (DIBINEM), University of Bologna, Bologna, Italy
- Functional and Molecular Neuroimaging Unit, IRCCS Istituto Delle Scienze Neurologiche Di Bologna, Bologna, Italy
| | - Diego Mazzatenta
- Department of Biomedical and NeuroMotor Sciences (DIBINEM), University of Bologna, Bologna, Italy
- Programma Neurochirurgia Ipofisi - Pituitary Unit, IRCCS Istituto Delle Scienze Neurologiche Di Bologna, Bologna, Italy
| | - Benjamin D Elder
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN, USA
| | - Alfredo Conti
- Department of Neurosurgery, IRCCS Istituto Delle Scienze Neurologiche Di Bologna, Via Altura 3, 40139, Bologna, Italy
- Department of Biomedical and NeuroMotor Sciences (DIBINEM), University of Bologna, Bologna, Italy
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47
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Abstract
This is a protocol for a Cochrane Review (intervention). The objectives are as follows: To determine the effect of cerebrospinal fluid (CSF) shunting versus no CSF shunting in people with idiopathic normal pressure hydrocephalus (iNPH). To determine the frequency of adverse effects of CSF shunting in iNPH
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48
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Braun M, Bjurnemark C, Seo W, Freyhult E, Nyholm D, Niemelä V, Blennow K, Zetterberg H, Fällmar D, Kultima K, Virhammar J. Higher levels of neurofilament light chain and total tau in CSF are associated with negative outcome after shunt surgery in patients with normal pressure hydrocephalus. Fluids Barriers CNS 2022; 19:15. [PMID: 35164790 PMCID: PMC8845290 DOI: 10.1186/s12987-022-00306-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 01/15/2022] [Indexed: 01/15/2023] Open
Abstract
Background Lumbar punctures are a common examination in the work-up of patients with idiopathic normal pressure hydrocephalus (iNPH) and cerebrospinal fluid (CSF) biomarkers should therefore be available for use in selection of shunt candidates. The aim of this study was to investigate if CSF biomarkers are associated with outcome after shunt surgery alone or in combination with comorbidity and imaging markers, and investigate associations between CSF biomarkers and symptoms. Methods Preoperative CSF biomarkers were analyzed in 455 patients operated with shunt surgery for iNPH at a single center during 2011–2018. Symptoms before and 12 months after shunt surgery were graded with the Swedish iNPH scale. Neurofilament light chain protein (NfL), total tau (T-tau), phosphorylated tau (P-tau) and amyloid beta1-42 (Aβ1-42) CSF levels were measured. Evans’ index and disproportionately enlarged subarachnoid space hydrocephalus were measured on preoperative CT-scans. Preoperative evaluation and follow-up 12 months after shunt surgery were available in 376 patients. Results Higher levels of NfL and T-tau were associated with less improvement after shunt surgery (β = − 3.10, p = 0.016 and β = − 2.45, p = 0.012, respectively). Patients whose symptoms deteriorated after shunt surgery had higher preoperative levels of NfL (1250 ng/L [IQR:1020–2220] vs. 1020 [770–1649], p < 0.001) and T-tau (221 ng/L [IQR: 159–346] vs. 190 [135–261], p = 0.0039) than patients with postoperative improvement on the iNPH scale. Among the patients who improved ≥ 5 levels on the iNPH scale (55%), NfL was abnormal in 22%, T-tau in 14%, P-tau in 6% and Aβ1-42 in 45%, compared with normal reference limits. The inclusion of CSF biomarkers, imaging markers and comorbidity in multivariate predictive Orthogonal Projections to Latent Structures (OPLS) models to did not improve predictability in outcome after shunt surgery. Conclusions Higher levels of T-tau and NfL were associated with a less favorable response to shunt surgery, suggesting a more active neurodegeneration in this group of patients. However, CSF levels of these biomarkers can be elevated also in patients who respond to shunt surgery. Thus, none of these CSF biomarkers, alone or used in combination, are suitable for excluding patients from surgery. Supplementary Information The online version contains supplementary material available at 10.1186/s12987-022-00306-2.
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Affiliation(s)
- Madelene Braun
- Department of Neuroscience, Neurology, Uppsala University, Akademiska sjukhuset, ing 85, 751 85, Uppsala, Sweden
| | - Caroline Bjurnemark
- Department of Medical Sciences, Clinical Chemistry, Uppsala University, Uppsala, Sweden
| | - Woosung Seo
- Department of Surgical Sciences, Radiology, Uppsala University, Uppsala, Sweden
| | - Eva Freyhult
- Department of Cell and Molecular Biology, Uppsala University, Uppsala, Sweden
| | - Dag Nyholm
- Department of Neuroscience, Neurology, Uppsala University, Akademiska sjukhuset, ing 85, 751 85, Uppsala, Sweden
| | - Valter Niemelä
- Department of Neuroscience, Neurology, Uppsala University, Akademiska sjukhuset, ing 85, 751 85, Uppsala, Sweden
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.,Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK.,UK Dementia Research Institute at UCL, London, UK.,Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
| | - David Fällmar
- Department of Surgical Sciences, Radiology, Uppsala University, Uppsala, Sweden
| | - Kim Kultima
- Department of Medical Sciences, Clinical Chemistry, Uppsala University, Uppsala, Sweden
| | - Johan Virhammar
- Department of Neuroscience, Neurology, Uppsala University, Akademiska sjukhuset, ing 85, 751 85, Uppsala, Sweden.
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49
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Carlsen JF, Backlund ADL, Mardal CA, Taudorf S, Holst AV, Munch TN, Hansen AE, Hasselbalch SG. Can Shunt Response in Patients with Idiopathic Normal Pressure Hydrocephalus Be Predicted from Preoperative Brain Imaging? A Retrospective Study of the Diagnostic Use of the Normal Pressure Hydrocephalus Radscale in 119 Patients. AJNR Am J Neuroradiol 2022; 43:223-229. [PMID: 34969666 PMCID: PMC8985670 DOI: 10.3174/ajnr.a7378] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Accepted: 10/07/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND AND PURPOSE The Normal Pressure Hydrocephalus Radscale is a combined scoring of 7 different structural imaging markers on preoperative brain CT or MR imaging in patients with idiopathic normal pressure hydrocephalus: callosal angle, Evans Index, Sylvian fissure dilation, apical sulcal narrowing, mean temporal horn diameter, periventricular WM lesions, and focal sulcal dilation. The purpose of this retrospective study was to assess the performance of the Normal Pressure Hydrocephalus Radscale in distinguishing idiopathic normal pressure hydrocephalus shunt responders from nonresponders. MATERIALS AND METHODS The preoperative MR imaging and CT scans of 119 patients with idiopathic normal pressure hydrocephalus were scored using the Normal Pressure Hydrocephalus Radscale. A summary shunt-response score assessed within 6 months from ventriculoperitoneal shunt surgery, combining the effect on cognition, gait, and urinary incontinence, was used as a reference. The difference between the mean Normal Pressure Hydrocephalus Radscale for responders and nonresponders was tested using the Student t test. The area under the curve was calculated for the Normal Pressure Hydrocephalus Radscale to assess shunt response. To ascertain reproducibility, we assessed the interobserver agreement between the 2 independent observers as intraclass correlation coefficients for the Normal Pressure Hydrocephalus Radscale for 74 MR imaging scans and 19 CT scans. RESULTS Ninety-four (79%) of 119 patients were shunt responders. The mean Normal Pressure Hydrocephalus Radscale score for shunt responders was 8.35 (SD, 1.53), and for nonresponders, 7.48 (SD, 1.53) (P = .02). The area under the curve for the Normal Pressure Hydrocephalus Radscale was 0.66 (range, 0.54-0.78). The intraclass correlation coefficient for the Normal Pressure Hydrocephalus Radscale was 0.86 for MR imaging and 0.82 for CT. CONCLUSIONS The Normal Pressure Hydrocephalus Radscale showed moderate discrimination for shunt response but cannot, on its own, be used for selecting patients with idiopathic normal pressure hydrocephalus for shunt surgery.
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Affiliation(s)
- J F Carlsen
- From the Department of Radiology (J.F.C., C.A.M., A.E.H.)
| | - A D L Backlund
- Department of Radiology (A.D.L.B.), Hospital of North Zealand, Hillerød, Denmark
| | - C A Mardal
- From the Department of Radiology (J.F.C., C.A.M., A.E.H.)
| | - S Taudorf
- Department of Neurology (S.T., S.G.H.)
| | - A V Holst
- Danish Dementia Research Centre, and Department of Neurosurgery (A.V.H., T.N.M.), Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - T N Munch
- Danish Dementia Research Centre, and Department of Neurosurgery (A.V.H., T.N.M.), Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine (T.N.M., A.E.H.), University of Copenhagen, Copenhagen, Denmark
- Department of Epidemiology Research (T.N.M.), Statens Serum Institut, Copenhagen, Denmark
| | - A E Hansen
- From the Department of Radiology (J.F.C., C.A.M., A.E.H.)
- Department of Clinical Medicine (T.N.M., A.E.H.), University of Copenhagen, Copenhagen, Denmark
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50
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Maier IL, Heide M, Hofer S, Dechent P, Fiss I, von der Brelie C, Rohde V, Frahm J, Bähr M, Liman J. High Periventricular T1 Relaxation Times Predict Gait Improvement After Spinal Tap in Patients with Idiopathic Normal Pressure Hydrocephalus. Clin Neuroradiol 2022; 32:1067-1076. [PMID: 35391549 PMCID: PMC9744711 DOI: 10.1007/s00062-022-01155-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2021] [Accepted: 03/02/2022] [Indexed: 01/18/2023]
Abstract
PURPOSE The diagnosis of idiopathic normal pressure hydrocephalus (iNPH) can be challenging. Aim of this study was to use a novel T1 mapping method to enrich the diagnostic work-up of patients with suspected iNPH. METHODS Using 3T magnetic resonance imaging (MRI) we prospectively evaluated rapid high-resolution T1 mapping at 0.5 mm resolution and 4 s acquisition time in 15 patients with suspected iNPH and 8 age-matched, healthy controls. T1 mapping in axial sections of the cerebrum, clinical and neuropsychological testing were performed prior to and after cerebrospinal fluid tap test (CSF-TT). T1 relaxation times were measured in 5 predefined periventricular regions. RESULTS All 15 patients with suspected iNPH showed gait impairment, 13 (86.6%) showed signs of cognitive impairment and 8 (53.3%) patients had urinary incontinence. Gait improvement was noted in 12 patients (80%) after CSF-TT. T1 relaxation times in all periventricular regions were elevated in patients with iNPH compared to controls with the most pronounced differences in the anterior (1006 ± 93 ms vs. 911 ± 77 ms; p = 0.023) and posterior horns (983 ± 103 ms vs. 893 ± 68 ms; p = 0.037) of the lateral ventricles. Montreal cognitive assessment (MoCA) scores at baseline were negatively correlated with T1 relaxation times (r < -0.5, p < 0.02). Higher T1 relaxation times were significantly correlated with an improvement of the 3‑m timed up and go test (r > 0.6 and p < 0.03) after CSF-TT. CONCLUSION In iNPH-patients, periventricular T1 relaxation times are increased compared to age-matched controls and predict gait improvement after CSF-TT. T1 mapping might enrich iNPH work-up and might be useful to indicate permanent shunting.
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Affiliation(s)
- Ilko L. Maier
- Department of Neurology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075 Göttingen, Germany
| | - Marielle Heide
- Department of Neurology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075 Göttingen, Germany
| | - Sabine Hofer
- Biomedizinische NMR, Max-Planck-Institut für biophysikalische Chemie, Göttingen, Germany
| | - Peter Dechent
- Institute for Cognitive Neurology, University Medical Center Göttingen, Göttingen, Germany
| | - Ingo Fiss
- Department of Neurosurgery, University Medical Center Göttingen, Göttingen, Germany
| | | | - Veit Rohde
- Department of Neurosurgery, University Medical Center Göttingen, Göttingen, Germany
| | - Jens Frahm
- Biomedizinische NMR, Max-Planck-Institut für biophysikalische Chemie, Göttingen, Germany
| | - Mathias Bähr
- Department of Neurology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075 Göttingen, Germany
| | - Jan Liman
- Department of Neurology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075 Göttingen, Germany
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