Breath acetone (BrACE) is an end product of ketone metabolism that is measurable by noninvasive breath ketone analyzers. We assessed the correlation between capillary blood β-hydroxybutyrate (BOHB) and BrACE in people with type 1 diabetes during 14 days of outpatient care with and without dapagliflozin treatment and during supervised insulin withdrawal studies with and without dapagliflozin.

In this randomized crossover study, participants completed two 14-day outpatient periods with or without dapagliflozin 10 mg daily. Each 14-day unsupervised outpatient period was followed by a 1-day supervised insulin withdrawal study. Paired BOHB and BrACE measurements were obtained 3 times daily during outpatient periods, then hourly during supervised insulin withdrawal. The correlation between BrACE and BOHB was assessed by Spearman's ρ.

Twenty people with type 1 diabetes completed the study. During outpatient periods, BrACE and BOHB were moderately correlated (n = 1425 paired readings; ρ = .41; 95% CI = 0.36 to 0.45; P < .0001). However, BrACE and BOHB were strongly correlated during insulin withdrawal (n = 246 paired values, ρ = .81; 95% CI = 0.77 to 0.85). In ROC analysis, BrACE > 5 ppm demonstrated optimal sensitivity (93%) and specificity (87%) for detecting capillary BOHB ≥ 1.5 mmol/L. No serious adverse events occurred.

In adults with type 1 diabetes, measurement of breath acetone provides a noninvasive estimate of blood BOHB concentration. The correlation between BrACE and BOHB was suboptimal during unsupervised outpatient care, but was strong during supervised insulin withdrawal.

clinicaltrials.gov (NCT05541484).

Diabetic ketoacidosis (DKA) is one of the most common life-threatening acute metabolic complications of diabetes, typically associated with disability, mortality, and significant health costs for all societies. In Ethiopia, available studies on in-hospital mortality rates of people living with DKA have shown high variability. Therefore, this systematic review and meta-analysis aims to summarize and provide quantitative estimates of the prevalence of in-hospital mortality among adult people living with DKA treated in Ethiopian hospitals.

A systematic literature search was conducted using MEDLINE, Embase, Google Scholar, Web of Science, and Africa-specific databases. Data were extracted in a structured format prepared using Microsoft Excel. The extracted data were exported to R software Version 4.3.0 for analysis. The I2 test was used to check the heterogeneity between primary studies with a corresponding 95% confidence interval (CI). Based on the test result, a random-effects meta-analysis model was used to estimate Der Simonian and Laird's pooled effect on in-hospital mortality.

The review included a total of 5 primary studies. The pooled prevalence of in-hospital mortality among people living with DKA who received treatment in Ethiopia hospitals was found to be 7% (95% CI: 1-12). Most of the included studies reported that nonadherence to insulin treatment followed by infection was the most common triggering factor for the development of DKA.

The prevalence of in-hospital mortality among people living with DKA was found to be 7%. This figure is unacceptably high compared to other published reports. Nonadherence to insulin treatment or antidiabetic medication and infection were identified as precipitating factors for developing DKA. Therefore, measures must be taken to improve medication adherence and decrease in-hospital mortality by providing ongoing health education on medication usage, effective in-hospital management of hyperglycemia, and increased access to high-quality care.

https://www.crd.york.ac.uk/prospero/, identifier CRD42023432594.

Diabetic ketoacidosis (DKA) remains a leading cause of death among children in developing countries.

To assess the treatment outcome of DKA and its determinants among children admitted to hospitals in northwest Ethiopia.

An institutional-based, retrospective cross-sectional study was conducted among 240 children with DKA. We collected 5-year data by reviewing patient charts using a checklist. Bivariate and multivariate models were used to determine the association of the independent variables with the outcome variable. After multivariate regression, a value of p < 0.05 was considered statistically significant.

Of the 240 children with DKA included in the study, 86.7 % recovered and 13.3 % died. Respiratory tract infections (adjusted odds ratio [AOR] = 3.5; 95 % confidence interval [CI]: 1.2-10), sepsis (AOR = 4.9; 95 % CI: 1.45-16.57), cerebral edema (AOR = 5.89; 95 % CI: 1.56-22.3), renal failure (AOR = 3.6; 95 % CI:1.06-12.45), hyponatremia (AOR = 4; 95 % CI:1.02-16.1), hypernatremia (AOR = 7.4; 95 % CI:1.29-42.08), dehydration (AOR = 4; 95 % CI: 1.15-14.03), and not receiving potassium replacement therapy (AOR = 7.4; 95 % CI: 1.29-42.08) were factors significantly associated with death.

In this study, the overall mortality of children with DKA was 13.3 %. The major factors associated with death were dehydration, hyponatremia or hypernatremia, respiratory tract infections, sepsis, renal failure, and cerebral edema. Thus, early diagnosis and treatment of these factors are necessary to decrease mortality in children with DKA.

Underestimating hyper-/hypoglycemia or failure to perceive hyperglycemia hinders optimal glucose management in diabetes care. Our study investigated individuals who, while aware of their hyper-/hypoglycemia, may not perceive them as problematic. Also, we clarified the factors contributing to discrepancies between these individuals' perceptions and the objective measurements.

This study was a prospective observational study comprising 284 Japanese individuals with type 2 diabetes who underwent ambulatory blinded professional continuous glucose monitoring (CGM) and self-administered the Diabetes Treatment Satisfaction Questionnaire (DTSQ). Individuals with a time above range (TAR; > 180 mg/dL) ≥ 25% and those who answered 0 ("never") or + 1 ("almost never") for the frequency of hyperglycemia in the DTSQ were defined as having no-perception of hyperglycemia. Individuals with a time below range (TBR; < 70 mg/dL) ≥ 4% with an answer of 0 or + 1 for the frequency of hypoglycemia were labeled as having no-perception of hypoglycemia. Multivariate logistic regression analysis was performed to analyze clinical characteristics associated with the discrepancies between failure to perceive hyper-/hypoglycemia and TAR ≥ 25% or TBR ≥ 4%.

Insulin-use (odds ratio [OR] = 0.29, p < 0.05) and older age (OR = 1.05, p < 0.05) were independent determinants of no-perception of hyperglycemia. Low eGFR was an independent determinant of no-perception of hypoglycemia (OR = 0.94, p < 0.05).

No-insulin-use, being an older adult, and renal dysfunction are linked to the discrepancy between the perception of hyper-/hypoglycemia and actual blood glucose. These results will help create personalized diabetes care.

Background: Normal saline (NS) has been the choice fluid for volume resuscitation in diabetic ketoacidosis (DKA) for decades. Large volume resuscitation with NS can lead to hyperchloremic metabolic acidosis and is associated with a higher incidence of major adverse kidney events compared to balanced fluids (BF). Objective: Compare safety and effectiveness of fluid resuscitation with BF vs NS in adult patients with DKA. Methods: Single-center retrospective cohort study evaluated patients who received NS or BF for DKA treatment between July 2020 and August 2021. Primary endpoint was time to DKA resolution. Secondary endpoints included time to anion gap ≤12, HCO3 ≥15 and ≥18 mmol/L, acute kidney injury, and hospital and intensive care unit length of stay. Results: 110 patients were included (NS 55% (n = 60), BF 45% (n = 50)). Time to DKA resolution was faster in patients who received BF vs NS (13 (10 - 19) hours vs 17 (11 - 25) hours, P = 0.02). Treatment with NS was associated with a longer time to resolution of DKA when adjusted for initial bicarbonate and AKI at admission. Conclusion: BF was associated with a shorter time to DKA resolution compared to NS.

Aim: To use electronic health record (EHR) data to develop a scalable and transferrable model to predict 6-month risk for diabetic ketoacidosis (DKA)-related hospitalization or emergency care in youth with type 1 diabetes (T1D). Method: To achieve a sharable predictive model, we engineered features using EHR data mapped to the T1D Exchange Quality Improvement Collaborative's (T1DX-QI) data schema used by 60+ U.S. diabetes centers and chose a compact set of 15 features (e.g., demographics, factors related to diabetes management, etc.) to yield "explainable AI" predictions for DKA risk on a 6-month horizon. We used an ensemble of gradient-boosted, tree-based models trained on data collected from September 1, 2017 to November 1, 2022 (3097 unique patients; 24,638 clinical encounters) from a tertiary care pediatric diabetes clinic network in the Midwest USA. Results: We rank-ordered the top 10, 25, 50, and 100 highest-risk youth in an out-of-sample testing set, which yielded an average precision of 0.96, 0.81, 0.75, and 0.70, respectively. The lift of the model (relative to random selection) for the top 100 individuals is 19. The model identified average time between DKA episodes, time since the last DKA episode, and T1D duration as the top three features for predicting DKA risk. Conclusions: Our DKA risk model effectively predicts youths' relative risk of experiencing hospitalization for DKA and is readily deployable to other diabetes centers that map diabetes data to the T1DX-QI schema. This model may facilitate the development of targeted interventions for youths at the highest risk for DKA. Future work will add novel features such as device data, social determinants of health, and diabetes self-management behaviors.

Background: Diabetic ketoacidosis (DKA) is a life-threatening complication commonly seen in Type 1 diabetes mellitus (T1DM) but also affects Type 2 diabetes mellitus (T2DM). Objectives: To compare the clinical presentation, biochemical parameters, and precipitating factors of DKA in adult patients with T1DM and T2DM. Methodology: This retrospective cohort study was conducted at King Salman Hospital, Riyadh, involving medical records of diabetic patients aged 14 years or older who attended the Diabetic Center from September 1, 2021, to August 1, 2022. Data collection included sociodemographic, clinical, biochemical, and management details using a standardized checklist. Results: The study included 285 patients with DKA, aged 14-70 years (mean: 23.1 ± 11.5 years), with 52.5% being male. The most common symptoms were nausea (91.1%), abdominal pain (86.1%), vomiting (83.6%), polyuria/polydipsia (74.1%), and shortness of breath (72.4%). Vomiting and abdominal pain were more frequent in T1DM (85.9% and 88.3%) compared to T2DM (65.6% and 68.8%), p=0.004 and 0.003, respectively, while dizziness was more common in T2DM (56.3% vs. 33.2%), p=0.011. Uric acid and creatinine levels were significantly higher in T2DM, whereas hemoglobin and hematocrit were elevated in T1DM. Poor compliance was the most common precipitating factor (70.2%), followed by upper respiratory tract infection (21.1%) and inadequate treatment (15.6%). Conclusion: This study highlights key differences in DKA presentation between T1DM and T2DM. While symptoms such as nausea and abdominal pain were common in both types, vomiting was more frequent in T1DM and dizziness in T2DM. Biochemical markers such as uric acid and creatinine were elevated in T2DM, while hemoglobin and hematocrit were higher in T1DM. Poor compliance was a more common precipitating factor in T1DM, whereas inadequate treatment prevailed in T2DM. Tailored management approaches for each diabetes type may improve DKA outcomes.

SGLT-2 inhibitors (SGLT-2i) are linked to a higher risk of diabetic ketoacidosis (DKA). However, it is still unclear whether the severity of SGLT-2i associated DKA is higher. This is a retrospective cohort study with patients admitted for DKA at a tertiary hospital (2013-2024). Patients were matched by propensity score for age, sex, diabetes duration, type, and ischemic heart disease. ICU admission risk and clinical severity were compared between SGLT-2i users and controls. The matched sample included 105 subjects (35 SGLT-2i users, 70 controls). The average age was 63.1 ± 15.4 years, and 40 (38.1%) patients were women. ICU admission was higher in the treatment group (65.7% versus 24.6%, p < 0.001). A conditional logistic regression showed higher risk of ICU admission in the treatment group (odds ratio 12.7, 95% confidence interval 1.9-84.3, p = 0.009) after adjusting for confounding factors. The treatment group exhibited less favorable blood gas results (pH 7.10 ± 0.17 vs 7.18 ± 0.16, p = 0.024) and shorter symptom duration (2 [1-3] vs 3 [2-7] days, p < 0.002). No significant differences were found in diabetes type, ketonemia, creatinine, or DKA precipitating factors. DKA in patients with diabetes treated with SGLT-2i is associated with more severe acidosis with quicker onset, leading to higher risk of ICU admission compared to patients not receiving this treatment. We recommend temporary discontinuation of SGLT-2i during any acute event until resolution, regardless of diabetes type or the patient's glycemic control.

Diabetic ketoacidosis (DKA) is often treated with intravenous regular insulin infusion (IVRII). Subcutaneous fast-acting insulin analogues (FAIAs); either alone or combined with subcutaneous long-acting insulin (LAI); might be useful to treat DKA. Our meta-analysis updated on their benefits and safety in DKA.

We searched major electronic databases for randomised trials on subcutaneous FAIAs ± subcutaneous LAI vs IVRII in DKA. Primary outcomes were all-cause in-hospital mortality, time to resolution of DKA and hyperglycemia, in-hospital DKA recurrence and hospital readmission for DKA post-discharge. Secondary outcomes included resource utilisation and patient satisfaction. Safety outcomes were adverse events. Reviewers assessed risk of bias and quality of evidence using GRADE. We performed a priori subgroup and trial sequential analyses on primary outcomes.

Seven trials enrolled 351 mainly adult patients (255/351) with mild to moderate DKA. No trials studied subcutaneous FAIA and subcutaneous LAI. Their risk of bias was high or unclear in several domains. No all-cause in-hospital mortality and DKA recurrence were reported. No trial investigated hospital readmission for DKA post-discharge. There was no difference in mean time to resolution of DKA (mean difference = -0.70, 95% CI -2.18 to 0.79 h, p = 0.36) or hyperglycemia [blood glucose < 250 mg/dL (13.9 mmol/L)] (mean difference = -0.17, 95% CI -1.10 to 0.76 h, p = 0.72) between subcutaneous FAIA and IVRII groups. There were largely no subgroup effects. Both groups had similar secondary outcomes. Hypoglycemia was the most common adverse event. Quality of evidence was low to very-low for all outcomes. The only possible trial sequential analysis for time to resolution of DKA was inconclusive.

There was low- to very-low quality evidence that subcutaneous FAIA did not affect patient-centered outcomes in mainly adult patients with mild to moderate DKA compared to IVRII.

We previously implemented the subcutaneous (SQ) insulin in diabetic ketoacidosis (DKA) (SQuID) protocol, demonstrating safe, effective treatment of low to moderate (LTM) severity DKA in a non-intensive care unit setting. SQuID replaces intravenous (IV) insulin with SQ injections and reduces glucose checks from hourly to every 2 hours. We are not aware of any data on patient satisfaction with treatment in DKA. Our objective was to compare satisfaction in patients treated with IV insulin to that in patients treated with the SQ protocol.

We conducted a cross-sectional study in an urban academic hospital (March 2023 to March 2024) of emergency department patients treated for LTM DKA with SQ or IV insulin. Patients were contacted by phone in the hospital after the resolution of DKA. We used the validated 21-item Diabetic Treatment Satisfaction Questionnaire-Inpatient tool (DTSQ-IP) using 7-tier Likert-style options (0 = negative; 6 = positive) to assess patient satisfaction with treatment. We computed the DTSQ-IP composite treatment satisfaction score (using 15 of the 21 items), assessing differences between groups.

Of the 60 patients contacted, 52 (87%) completed the questionnaire. Median DTSQ-IP satisfaction scores for SQuID and IV insulin patients were 86.0 (IQR, 79.0, 88.0) and 81.0 (IQR, 77.0, 88.0), respectively. We found no difference in satisfaction between groups (difference 5.0; 95% CI, -3.0, 10.0).

In this single-center study, patient satisfaction with DKA care was high, with no differences observed between patients treated with SQ vs IV insulin protocols. This is the first study we are aware of on patient satisfaction with treatment in DKA or treatment with SQ insulin. Though the sample size is small, these findings suggest that patient satisfaction should not represent a barrier to the implementation of SQ protocols for LTM severity DKA.

Fluid therapy with normal saline (NS) in diabetic ketoacidosis (DKA) can cause hyperchloremic acidosis and delay DKA resolution. Balanced crystalloids may address this concern, though results with Ringer lactate and Plasma-Lyte have been mixed.

This study aimed to compare the effectiveness of Sterofundin (SF) vs. NS in the management of DKA.

A prospective, intervention trial with historical controls was conducted at the Postgraduate Institute of Medical Education and Research, Chandigarh, India. Patients aged 13 years or older with DKA were enrolled. The primary outcome was the time taken to DKA resolution, with a predefined superiority margin of a one-fourth reduction in resolution time. Secondary outcomes included total intravenous fluid and short-acting regular insulin requirements, the need for 0.45% saline, hospital stay duration and in-hospital mortality.

A total of 150 patients (mean age 36.8 years, 56.7% males) were included, with 75 receiving SF (intervention group) and 75 receiving NS (historical control group). The SF group showed a significantly shorter mean time to DKA resolution (13.8 ± 6.0 h) compared to the NS group (18.1 ± 5.5 h; P < 0.001). SF patients required less total intravenous fluid (4500 vs. 6000 ml; P = 0.004), less insulin (98 units vs. 112 units; P = 0.017) and had a lower need for 0.45% saline (8% vs. 74.3%; P < 0.001). Patients receiving SF had shorter hospital stays (4 [interquartile range, IQR 3-5] days vs. 4 [IQR 4-6] days; P = 0.020). Mortality rates were similar between the groups (SF: 9.3%, NS: 8.1%; P = 0.791).

SF may be a superior alternative to NS for fluid therapy in DKA.

Breath acetone (BrACE) is an end product of ketone metabolism that is measurable by noninvasive breath ketone analyzers. We assessed the correlation between capillary blood β-hydroxybutyrate (BOHB) and BrACE in people with type 1 diabetes (T1D) during 14 days of outpatient care with and without dapagliflozin treatment and during supervised insulin withdrawal studies with and without dapagliflozin.

In this randomized crossover study, participants completed 14-day two outpatient periods with or without dapagliflozin 10 mg daily. Each 14-day unsupervised outpatient period was followed by a one-day supervised insulin withdrawal study. Paired BOHB and BrACE measurements were obtained three times daily during outpatient periods, then hourly during supervised insulin withdrawal. The correlation between BrACE and BOHB was assessed by Spearman's ρ.

Twenty people with T1D completed the study. During outpatient periods, BrACE and BOHB were moderately correlated (n=1425 paired readings; ρ = 0.41; 95% CI: 0.36 to 0.45; P < 0.0001). However, BrACE and BOHB were strongly correlated during insulin withdrawal (n=246 paired values, ρ = 0.81; 95% CI: 0.77 to 0.85). In ROC analysis, BrACE > 5 ppm demonstrated optimal sensitivity (93%) and specificity (87%) for detecting capillary BOHB ≥ 1.5 mmol/L. No serious adverse events occurred.

In adults with T1D, measurement of breath acetone provides a noninvasive estimate of blood BOHB concentration. The correlation between BrACE and BOHB was suboptimal during unsupervised outpatient care, but was strong during supervised insulin withdrawal.Trial registration: clinicaltrials.gov (NCT05541484).

The main aim of the study was to identify point of care available laboratory and clinical predictors of 7‑day mortality in critically ill patients with a hyperglycemic crisis.

A retrospective study of 990 patients with the first hospitalization due to hyperglycemia was performed. Patients were classified as having diabetic ketoacidosis (DKA) or being in a hyperosmolar hyperglycemic state (HHS) according to the recommendations of the American Diabetes Association (ADA). Patients not fulfilling the ADA criteria for DKA or HHS were summarized in a third group (unclassifiable hyperglycemia, UCH). The primary outcome was 7‑day mortality, potentially relevant factors were analyzed as secondary outcomes.

Overall, the 7‑day mortality was 7.5%, with no significant differences between DKA (7.8%), HHS (14.5%) and UCH (6.1%). Blood lactate levels were significantly higher in nonsurvivors than survivors in all three groups (mean level of 6.3 mmol/l vs. 3.4 mmol/l in DKA, 5.3 mmol/l vs. 3.1 mmol/l in HHS, 5 mmol/l vs. 2.5 mmol/l in UCH). Measured and calculated osmolality were significantly higher in nonsurvivors in the DKA group (measured osmolality 359 mosmol/kg vs. 338 mosmol/kg, calculated osmolality 315 mosmol/kg vs. 305 mosmol/kg) and patients with UCH (354 mosmol/kg vs. 325 mosmol/kg; 315 mosmol/kg vs. 298 mosmol/kg) but not in patients with HHS. Survival analysis for the DKA group showed no significant differences in 7‑day mortality when patients were compared by the ADA criteria of severity (severe, moderate, or mild). Patients with elevated calculated osmolality (> 320 mosmol/kg) and lactate (> 4 mmol/l) had the lowest 7‑day survival rate (66.7%).

Our data showed that elevated lactate levels were associated with higher mortality in all types of hyperglycemic crises.

Diabetic ketoacidosis (DKA) is a serious and acute complication of diabetes mellitus. In Ethiopia, the mortality associated with acute diabetes complications ranges from 9.8% to 12%. Despite this, there is limited information on the clinical outcomes of DKA in our study location. Therefore, this study aimed to assess the magnitude and associated factors of DKA treatment outcomes among adult patients with diabetes admitted to public hospitals in Nekemte Town, Ethiopia.

To assess the DKA treatment outcomes and their associated factors among adult patients with diabetes admitted to public hospitals in Nekemte Town.

A 5-year cross-sectional study was conducted using a systematic random sampling technique among 201 patients from 1 July to 31 August 2023. DKA treatment outcomes were assessed at discharge. Pharmacists collected data by reviewing patient charts using Kobo Toolbox software. The data were then exported to SPSS Version 27 for analysis. Both bivariable and multivariable logistic regression analyses were performed. Variables with a P-value < 0.25 in the bivariable logistic regression were entered into the multivariable regression analysis to control for potential confounders. An adjusted odds ratio with a 95% confidence interval was used to identify predictors of treatment outcomes. A P-value < 0.05 was considered significant in the multivariable analysis.

Complete data was available for 201 patients admitted with DKA. The majority, 178 (88.6%), improved and were discharged. Independent predictors of DKA recovery were comorbidities [AOR: 3.45, 95% CI: 1.33, 9.72], admission Glasgow Coma Scale (GCS) score (<8) [AOR: 2.74, 95% CI: 1.02, 7.34], random blood glucose (RBS) (≥ 500) [AOR: 3.07 (95% CI: 1.12, 8.39)], and urine ketones (≥ +3) [AOR: 3.24, 95% CI: 1.18, 8.88].

Most of the treated patients with DKA were discharged with improvement. Comorbidity, admission GCS, RBS, and urine ketones were independently associated with DKA recovery. In general, significant consideration should be given to DKA prevention, early detection, and appropriate hospital management.

 The study's primary objective was to evaluate adverse outcomes among reproductive-age hospitalizations with diabetic ketoacidosis (DKA), comparing those that are pregnancy-related versus nonpregnancy-related and evaluating temporal trends.

 We conducted a retrospective cross-sectional study using the National Inpatient Sample to identify hospitalizations with DKA among reproductive-age women (15-49 years) in the United States (2016-2020). DKA in pregnancy hospitalizations was compared with DKA in nonpregnant hospitalizations. Adverse outcomes evaluated included mechanical ventilation, coma, seizures, renal failure, prolonged hospital stay, and in-hospital death. Multivariable Poisson regression models with robust error variance were used to estimate adjusted relative risk (aRR) and 95% confidence interval (CI). Annual percent change (APC) was used to calculate the change in DKA rate over time.

 Among 35,210,711 hospitalizations of reproductive-age women, 447,600 (1.2%) were hospitalized with DKA, and among them, 13,390 (3%) hospitalizations were pregnancy-related. The rate of nonpregnancy-related DKA hospitalizations increased over time (APC = 3.8%, 95% CI = 1.5-6.1). After multivariable adjustment, compared with pregnancy-related hospitalizations with DKA, the rates of mechanical ventilation (aRR = 1.56, 95% CI = 1.18-2.06), seizures (aRR = 2.26, 95% CI = 1.72-2.97), renal failure (aRR = 2.26, 95% CI = 2.05-2.50), coma (aRR = 2.53, 95% CI = 1.68-3.83), and in-hospital death (aRR = 2.38, 95% CI = 1.06-5.36) were higher among nonpregnancy-related hospitalizations with DKA.

 A nationally representative sample of hospitalizations indicates that over the 5-year period, the rate of nonpregnancy-related DKA hospitalizations increased among reproductive age women, and a higher risk of adverse outcomes was observed when compared with pregnancy-related DKA hospitalizations.

· Over 5 years, the rate of pregnancy-related DKA hospitalizations was stable.. · Over 5 years, the rate of nonpregnancy-related DKA hospitalizations increased.. · There is a higher risk of adverse outcomes with DKA outside of pregnancy..

We previously implemented the SQuID protocol (subcutaneous insulin in diabetic ketoacidosis [DKA]) demonstrating safe, effective treatment of low- to moderate-severity DKA in a non-intensive care unit setting. Since success and sustainability of interventions rely on staff buy-in, we assessed acceptability of SQuID among emergency department (ED) and inpatient clinicians.

We conducted a cross-sectional study in an urban academic hospital (March 2023-November 2023), surveying ED nurses (RNs) and physicians (MDs) and floor RNs and MDs treating patients on SQuID via emailed survey links. Clinicians could only take the survey once. We used Sekhon's Theoretical Framework of Acceptability, validated for staff acceptability of a new intervention, assessing eight domains with 5-point Likert responses. Clinicians were asked about prior experience with SQuID, and we assessed ED MD and RN preference (SQuID vs. intravenous [IV] insulin). Surveys included free-text boxes for comments. We present descriptive statistics including proportions with 95% confidence interval and medians with interquartile ranges (IQRs) and conducted thematic analysis of free-text comments.

Our overall response rate (107/133) was 80% (34/42 ED RNs, 13/16 floor RNs, 47/57 ED MDs, 13/17 floor MDs), with first-time users of SQuID ranging from 7.7% (hospitalist MDs) to 35.3% (ED RNs) of participants. ED clinicians preferred SQuID over IV insulin (67% vs. 12%, 21% no preference). Acceptability was high across all domains and clinician types (median 4, IQR 4-5). Overall percentage of positive responses (4s and 5s) across domains was 92% (ED RNs [89%], floor RNs [89%], ED MDs [97%], floor MDs [87%]). We identified several themes among participant comments.

Acceptability was high across clinician types; 65% of ED clinicians preferred SQuID to IV insulin. Clinicians liked SQuID (affective attitude), found it easy to use (burden), were confident in its use (self-efficacy), felt that it improved outcomes (perceived effectiveness), found that it was fair to patients (ethicality), found that it made sense (intervention coherence), and found that it did not interfere with other activities (opportunity cost).

We previously demonstrated safe treatment of low- to moderate-severity (LTM) diabetic ketoacidosis (DKA) using the SQuID protocol (subcutaneous insulin in DKA) in a non-intensive care unit (ICU) observation setting, with decreased emergency department length of stay (EDLOS). Here, we expand eligibility to include sicker patients and admission to a regular medical floor and collected more detailed clinical data in a near-real-time fashion.

This is a real-world, prospective, observational cohort study in an urban academic hospital (March 4, 2023-March 4, 2024). LTM DKA patients were treated with IV insulin (floor or ICU) or on SQuID. We compare fidelity (time to glargine and dextrose-containing fluids), safety (rescue dextrose for hypoglycemia), effectiveness (time to anion gap closure, time on protocol), and operational efficiency (time to bed request, EDLOS, and ICU admission rate since implementation of the protocol).

Of 84 patients with LTM DKA, 62 (74%) of were treated with SQuID and 22 (26%) with IV insulin. Fidelity was high in both groups. Rescue dextrose was required in five (8%) versus four (18%) patients, respectively (difference 9%, -31% to 10%). Compared to the IV insulin group, time to anion gap was 1.4 h shorter (95% CI -3.4 to 0.2 h) and time on protocol was 10.4 h shorter (95% CI -22.3 to -5.0 h) in SQuID patients. Median EDLOS was lower in the SQuID cohort 9.8 h (IQR 6.0-13.6) than the IV floor cohort 18.3 h (IQR 13.4-22.0 h), but longer than the overall IV insulin cohort. Since inception of SQuID, ICU admission rate in LTM DKA has decreased from 54% to under 21%.

In this single-center study, we observed excellent fidelity, equivalent or superior safety, and clinical and operational effectiveness with SQuID compared to IV insulin. The SQuID protocol has become the de facto default pathway for treatment of LTM DKA. Since inception of SQuID, ICU admissions in LTM DKA have decreased 33%.

Background Diabetic ketoacidosis (DKA) is a common and serious complication of diabetes, often requiring hospitalization and intensive care. Fluid resuscitation is a cornerstone of DKA management, with traditional guidelines recommending isotonic normal saline (NS) for initial volume replacement. Recent studies, however, suggest that large volumes of NS may lead to undesirable outcomes such as hyperchloremic metabolic acidosis. This study investigates the effects of large-volume NS resuscitation on clinical outcomes in DKA management, comparing it to other fluids, such as lactated Ringers (LR). Objective To evaluate whether large-volume resuscitation with isotonic normal saline (NS) is associated with prolonged ICU length of stay (LOS), increased time on insulin infusion, and higher rates of non-anion gap metabolic acidosis in patients with DKA. Materials and methods This was a single-center, retrospective, observational study conducted at Naples Comprehensive Healthcare System. We reviewed electronic medical records of patients diagnosed with DKA, defined by pH <7.3, bicarbonate <18, and anion gap >12. The primary outcome was ICU LOS, and secondary outcomes included overall length of stay, insulin infusion duration after DKA resolution, and incidence of non-anion gap metabolic acidosis after DKA resolution. Patients were grouped by the amount of NS received during resuscitation: 0L, 1L, 2L, and ≥3L. Statistical analyses included analysis of variance (ANOVA), t-tests, and chi-square tests to compare outcomes between groups. Results A total of 109 patients were included in the study. The mean age was 51.34 years, and the cohort consisted of 43.1% females and 56.9% males. There was no significant difference in ICU LOS between patients who received 0L and 1L of NS. However, patients who received 2L (p=0.0249) and ≥3L (p=0.00065) had significantly longer ICU LOS compared to those who received 0L of NS. No significant difference in overall LOS was also observed across all groups (p=0.894). Patients who received ≥3L of NS had a significantly longer duration of insulin infusion compared to those who received 0L (p=0.0101) after DKA anion gap closure while a significant increase in the incidence of non-anion gap acidosis after DKA resolution was observed in patients receiving ≥2L of NS (p=0.0000). Conclusion This study suggests that large-volume resuscitation with isotonic NS in DKA patients is associated with increased ICU length of stay, prolonged insulin infusion, and a higher incidence of non-anion gap metabolic acidosis. These findings support the use of balanced crystalloids, such as lactated Ringers, for initial resuscitation in DKA patients, as they may reduce the risk of complications related to hyperchloremia and improve clinical outcomes. Further prospective studies are needed to confirm these findings and guide fluid management protocols in DKA.

The American Diabetes Association (ADA) "Standards of Care in Diabetes" includes the ADA's current clinical practice recommendations and is intended to provide the components of diabetes care, general treatment goals and guidelines, and tools to evaluate quality of care. Members of the ADA Professional Practice Committee, an interprofessional expert committee, are responsible for updating the Standards of Care annually, or more frequently as warranted. For a detailed description of ADA standards, statements, and reports, as well as the evidence-grading system for ADA's clinical practice recommendations and a full list of Professional Practice Committee members, please refer to Introduction and Methodology. Readers who wish to comment on the Standards of Care are invited to do so at professional.diabetes.org/SOC.

Guidelines for diabetic ketoacidosis (DKA) management are limited, resulting in varied practices. This study assessed Intensive Care Unit (ICU) admission criteria, fluid resuscitation, insulin therapy, and metabolic management in adult patients with DKA.

An international survey of ICU clinicians consisted of 39 items that focused on management of DKA and was endorsed by the European Society of the Intensive Care Medicine. An experienced ICU was defined as a unit admitting > 20 patients with DKA per year.

A total of 522 respondents from 57 different countries participated: 295(57%) worked in Europe, 86(16%) in North America, 25(5%) in South America, 52(10%) in Africa, 52(10%) in Asia and 12(2%) in Oceania. Among respondents, 377(72%) worked in teaching hospitals, 355(68%) in medical-surgical ICUs, and 204(39%) in experienced ICUs. The pH value (< 7.20), arterial or venous bicarbonate concentration (< 15 mmol/L), and the need for continuous intravenous insulin (regardless of the dose) were considered criteria for ICU admission by 362(69%), 240(46%) and 264(51%) respondents, respectively. A protocol for fluid resuscitation was available for 290(63%) respondents, 135(29%) administered isotonic saline only, 173(38%) administered balanced solutions only, and 153(33%) administered both. A protocol for insulin therapy was available for 355(77%) respondents. An initial bolus of intravenous insulin was administered by 228(49%) respondents, 221(48%) used an initial continuous intravenous insulin dose of 0.1 UI/kg/h, 42(9%) used an initial predefined fixed dose, 159(35%) based the initial dose on blood glucose and 39(8%) on blood and/or urine ketones. Fluid choice and modalities of intravenous insulin administration did not differ between experienced and non-experienced ICUs. Intravenous insulin administration was more likely to be initiated upon ICU admission (57%vs.45%, p = 0.04) and less likely after initial fluid resuscitation (27%vs.35%, p = 0.04) in experienced ICUs. Arterial or venous pH was monitored by 408(90%) respondents. Arterial blood gases were favored by 236(52%) respondents and venous blood gases were more likely to be performed in experienced ICUs (30%vs.18%,p < 0.01).

The management of patients with DKA remains heterogeneous worldwide. Future randomized trials are needed, especially regarding fluid resuscitation and insulin therapy. Trial registrationNot applicable.

The objective of this study was to develop a predictive model capable of determining the need for intensive care unit (ICU) admission of patients with diabetic ketoacidosis (DKA) during their assessment in the Emergency Department.

This is an observational study of consecutive cases including all adult patients diagnosed with DKA at a tertiary hospital between 2010 and 2024. Variables from medical history, physical examination, and laboratory tests at admission were collected and studied for their association with ICU admission. The sample was divided into two randomized parts: one to build a logistic regression model and another to validate it.

Two hundred and thirty-one DKA events were included. Individuals had a mean age of 49.6 ± 19.9 years and 50.2% were male. Forty-eight point five percent of cases required ICU admission, and 30-day mortality was 4.8%. The best model to predict ICU admission included Glasgow Coma Scale (odds ratio [OR] = 0.64, p = 0.003), pH (OR = 0.0088, p = 0.005), bilirubin (OR = 0.13, p = 0.036), bicarbonate (OR = 0.0091, p = 0.013), and pH-bicarbonate interaction (OR = 3.78, p = 0.015). The model had an R2 of 0.561, and the area under the curve (AUC) in the validation cohort was 0.842. Internal validation by bootstrap resampling showed an AUC = 0.871.

Variables associated with the severity of acidosis in patients with DKA predict the need for ICU admission better and earlier than other clinical variables.

Diabetic ketoacidosis (DKA) is a life-threatening complication usually affecting people with type 1 diabetes (T1D) and, less commonly, people with type 2 diabetes. Early identification of ketosis is a cornerstone in DKA prevention and management. Current methods for ketone measurement by people with diabetes include capillary blood or urine testing. These approaches have limitations, including the need to carry testing strips that have a limited shelf life and a requirement for the user to initiate a test. Recent studies have shown the feasibility of continuous ketone monitoring (CKM) via interstitial fluid with a sensor inserted subcutaneously employing an enzymatic electrochemical reaction. Ketone readings can be updated every 5 minutes. In the future, one would expect that commercialized devices will incorporate alarms linked with standardized thresholds and trend arrows. Ideally, to minimize the burden on users, CKM functionality should be integrated with other devices used to implement glucose management, including continuous glucose monitors and insulin pumps. We suggest CKM provision to all at risk of DKA and recommend that the devices should be worn continuously. Those who may particularly benefit are individuals who have T1D, are pregnant, on medications such as sodium-glucose linked transporter (SGLT) inhibitors that increase DKA, people with recurrent DKA, those with T1D undertaking high intensity exercise, are socially or geographically isolated, or those on low carbohydrate diets. The provision of ketone profiles will provide important clinical insights that have previously been unavailable to people living with diabetes and their healthcare professionals.

To assess the clinical features and outcomes of patients diagnosed with DKA who were hospitalized for conditions outside of internal medicine.

Retrospective analysis of admissions for DKA in adult patients between 2005 and 2022 at a tertiary hospital in Israel. Patients with DKA were stratified into medical vs non-medical groups, the primary outcome was in-hospital mortality.

429 patients were included in the study, 385 patients (89.7 %) were treated by an internal medicine team, while 44 patients (10.3 %) were hospitalized with surgical or obstetrical conditions. Patients in the non-internal medicine group were older (52 ± 18.9 vs 43.6 ± 20.4, p < 0.005) and had higher rates of diabetes complications such as chronic ischemic heart disease (20.5 % vs. 4.2 %, p < 0.0001) and chronic kidney disease (50 % vs. 3.4 %, p < 0.001). Glucose level on presentation was lower for non-internal medicine patients (398 ± 221 mg/dL vs 551 ± 180 mg/dL) and outcomes of mechanical ventilation and length of hospitalization were more severe (29.5 % vs. 6 %, p < 0.001 and 8.0 vs. 3.0, p < 0.001). Multivariate analysis demonstrated that composite outcome of in-hospital mortality, ICU admission and longer hospitalization was more likely in the non-internal medicine group (OR 3.99, CI 1.89-8.4, p < 0.001).

DKA is a universal pathology that concerns various medical fields. It is essential for every clinician to be familiar with this condition. Patients diagnosed with DKA who were hospitalized for conditions outside of internal medicine may be at high risk and may present with lower glycemic levels. Future research is needed to characterize the unique features of subgroups of patients with DKA.

Background and Objectives: Diabetic ketoacidosis (DKA) is a critical complication of diabetes mellitus (DM). The primary objective of this study was to identify relevant clinical and biochemical predictors and create a predictive score for in-hospital DKA mortality. Materials and Methods: A 6-year retrospective cohort study of adult patients diagnosed with DKA and admitted to Chiang Mai University Hospital, a tertiary care center in Chiang Mai, Thailand, from 1 January 2015 to 31 December 2021, was conducted. Baseline clinical data and laboratory investigations were collected. The primary outcome was in-hospital mortality. Multivariable logistic regression analysis, clustered by type of diabetes, was performed to identify significant predictors. A predictive risk score was created using significant predictive factors identified by multivariable analysis. The results were presented as odds ratios (ORs) and 95% confidence intervals (CIs), with a significant p-value set at <0.05. Results: Ninety-three patients diagnosed with DKA were included in the study. Ten patients died during admission. Significant predictors for in-hospital mortality of DKA included age > 55 years (OR 7.8, p = 0.007), female gender (OR 3.5, p < 0.001), anion gap > 30 mEq/L (OR 2.6, p = 0.003), hemoglobin levels < 10 g/dL (OR 16.9, p < 0.001), and the presence of cardiovascular disease (OR 1.3, p = 0.046). The predictive risk score ranged from 1 to 14 for low risk, and 14.5-23.5 for high risk of in-hospital mortality. The predictive performance of the scoring system was 0.82 based on the area under the curve, with a sensitivity of 73.8% and specificity of 96.4%. Conclusions: Multiple clinical and biochemical factors, along with a predictive risk score, could assist in predicting in-hospital mortality of DKA and serve as a guide for physicians to identify patients at high risk. Nevertheless, as the predictive score was internally validated with data from a single institution, external validation in diverse healthcare settings with larger datasets or prospective cohorts is crucial to confirm the model's generalizability and predictive accuracy.

Diabetic ketoacidosis (DKA) is a complication of diabetes mellitus (DM) that can theoretically occur in people of any age. While DKA can typically be the first presentation of type 1 DM in younger people, a first presentation is rare in older adults. Pancreatic cancer often manifests with new DM or hyperglycaemia, but very rarely as DKA. We report a case of an 89-year-old woman who was incidentally diagnosed with DKA during workup for an unwitnessed fall. Her DKA was promptly managed, and she was subsequently diagnosed with metastatic pancreatic cancer. Given the advanced stage of her malignancy, the multidisciplinary team consensus was for a palliative approach. She passed away on day 10 of the admission. To our knowledge, this is the first report of a first DKA presentation as a manifestation of pancreatic cancer in an adult aged over 70 years. To date, there is no effective screening test for pancreatic cancer in the general population. However, new-onset DM in the appropriate context might indicate the need for further evaluation. While it is possible that unresectable tumours are identified, earlier diagnosis of DM with pancreatic cancer may facilitate more timely management, including earlier advanced care planning.

A higher clinical suspicion for pancreatic cancer is required for older adults presenting with diabetic ketoacidosis without a previously diagnosed diabetes mellitus. A bi-directional relationship exists between diabetes and pancreatic cancer. Pancreatic cancer generally has a very poor prognosis due to its advanced stage at diagnosis and the lack of an effective screening test. New-onset diabetes in the appropriate context (such as weight loss) can indicate the need for further evaluation for underlying pancreatic cancer.

Hospitalization of patients with DKA creates a significant burden on the US healthcare system. While previous studies have identified multiple potential contributors, a comprehensive review of the factors leading to DKA readmissions within the US healthcare system has not been done. This scoping review aims to identify how access to care, treatment adherence, socioeconomic status, race, and ethnicity impact DKA readmission-related patient morbidity and mortality and contribute to the socioeconomic burden on the US healthcare system. Additionally, this study aims to integrate current recommendations to address this multifactorial issue, ultimately reducing the burden at both individual and organizational levels.

The PRISMA-SCR (Preferred Reporting Items for Systematic reviews and Meta-Analyses extension for Scoping Reviews) was used as a reference checklist throughout this study. The Arksey and O'Malley methodology was used as a framework to guide this review. The framework methodology consisted of five steps: (1) Identify research questions; (2) Search for relevant studies; (3) Selection of studies relevant to the research questions; (4) Chart the data; (5) Collate, summarize, and report the results.

A total of 15 articles were retained for analysis. Among the various social factors identified, those related to sex/gender (n = 9) and age (n = 9) exhibited the highest frequency. Moreover, race and ethnicity (n = 8) was another recurrent factor that appeared in half of the studies. Economic factors were also identified in this study, with patient insurance type having the highest frequency (n = 11). Patient income had the second highest frequency (n = 6). Multiple studies identified a link between patients of a specific race/ethnicity and decreased access to treatment. Insufficient patient education around DKA treatment was noted to impact treatment accessibility. Certain recommendations for future directions were highlighted as recurrent themes across included studies and encompassed patient education, early identification of DKA risk factors, and the need for a multidisciplinary approach using community partners such as social workers and dieticians to decrease DKA readmission rates in diabetic patients.

This study can inform future policy decisions to improve the accessibility, affordability, and quality of healthcare through evidence-based interventions for patients with DM following an episode of DKA.

Hospitalizations for exacerbations of congestive heart failure (CHF), chronic obstructive pulmonary disease (COPD) and diabetic ketoacidosis (DKA) are costly in the United States. The purpose of this study was to predict in-hospital charges for each condition using machine learning (ML) models.

We conducted a retrospective cohort study on national discharge records of hospitalized adult patients from January 1st, 2016, to December 31st, 2019. We constructed six ML models (linear regression, ridge regression, support vector machine, random forest, gradient boosting and extreme gradient boosting) to predict total in-hospital cost for admission for each condition. Our models had good predictive performance, with testing R-squared values of 0.701-0.750 (mean of 0.713) for CHF; 0.694-0.724 (mean 0.709) for COPD; and 0.615-0.729 (mean 0.694) for DKA. We identified important key features driving costs, including patient age, length of stay, number of procedures, and elective/nonelective admission.

ML methods may be used to accurately predict costs and identify drivers of high cost for COPD exacerbations, CHF exacerbations and DKA. Overall, our findings may inform future studies that seek to decrease the underlying high patient costs for these conditions.

Evidence is inconclusive if early administration of subcutaneous (SQ) long-acting insulin (LAI) in management of diabetic ketoacidosis (DKA) improves outcomes.

This study compares early versus late administration of SQ LAI in time to DKA resolution.

This single-center, retrospective study included patients with DKA who received ≥12 hours of continuous intravenous insulin (CIVI) with LAI overlap. Patients were compared based on LAI administration time to CIVI initiation: Early (<12 hours) versus Late (≥12 hours). The DKA resolution is defined as blood glucose < 200 mg/dL and 2 of the following: anion gap < 12 mEq/L, pH > 7.35, or serum carbon dioxide >15 mEq/L. Outcomes included time to DKA resolution, length of stay (LOS), CIVI duration, and adverse events.

A total of 27 patients were included in each group. Baseline characteristics were similar between both groups. There was no difference in time to DKA resolution, Early = 17.6 (13.9-26.8) hours versus Late = 19.2 (17.1-32.1) hours, P = 0.16. The Early group had shorter CIVI duration (Early = 19.5 ± 10.3 hours vs Late = 25.6 ± 8.4 hours, P = 0.02) and received less intravenous (IV) fluids in the first 36 hours (Early = 4.04 ± 2.12 L vs Late = 5.85 ± 2.24 L, P = 0.004). No differences were identified with adverse events, including hypoglycemia, or LOS.

Administration of SQ LAI < 12 hours did not decrease time to DKA resolution or LOS. Patients in the Early group had received a lower dose of LAI, shorter duration of CIVI infusion, and required less IV fluids within 36 hours of admission. This study supports the need for further research to determine the potential benefits of administering SQ insulin early in managing DKA.

Diabetic ketoacidosis (DKA) is a life-threatening complication of diabetes mellitus. Sodium-glucose co-transport inhibitors (SGLT-2i), a treatment for type 2 diabetes, have demonstrated a survival benefit in patients with heart failure with reduced ejection fraction (HFrEF). Many patients with HFrEF have been started on SGLT-2i and sometimes transitioned off insulin due to improved glycaemic control. SGLT-2i have demonstrated an association with DKA. Here, we present a case of simultaneous cardiogenic shock and DKA in the setting of recent transition from insulin to an SGLT-2i. DKA in conjunction with decompensated heart failure is a combination that will likely occur more frequently as SGLT-2i use becomes more widespread in patients with HFrEF, and its identification and management require special considerations. Volume status, potassium management and recognition of DKA in these patients must be approached differently than in other cases of DKA.

This review discusses the challenges and controversies in the treatment of diabetic ketoacidosis (DKA) and hyperosmolar hyperglycemic state (HHS). Key areas include the selection of intravenous (IV) fluids, insulin therapy, strategies for preventing and monitoring cerebral edema (CE) by managing hyperglycemia overcorrection, electrolyte replacement, timing of nutrition, use of IV sodium bicarbonate, and airway management in critically ill DKA patients. Isotonic normal saline remains the standard for initial fluid resuscitation, though balanced solutions have been shown to have faster DKA resolution. Current guidelines recommend using continuous IV insulin for DKA management after fluid status has been restored potassium levels have been achieved and subcutaneous (SQ) insulin is started only after the resolution of metabolic acidosis. In comparison, the British guidelines recommend using SQ insulin glargine along with continuous regular IV insulin, which has shown faster DKA resolution and shorter hospital stays compared to continuous IV insulin alone. Although rare, rapid overcorrection of hyperglycemia with fluids and insulin can lead to CE, seizures, and death. Clinicians should be aware of risk factors and preventive strategies for CE. DKA frequently involves multiple electrolyte abnormalities, such as hypokalemia, hypophosphatemia, and hypomagnesemia and regular monitoring is essential for DKA management. Early initiation of oral nutrition has been shown to reduce intensive care unit and overall hospital length of stay. For impending respiratory failure, Bilevel positive airway pressure is not recommended due to aspiration risks. Instead, intubation and mechanical ventilation, with monitoring and management of acid-base and fluid status, are recommended. The use of sodium bicarbonate is discouraged due to the potential for worsening ketosis, hypokalemia, and risk of CE. However, IV sodium bicarbonate can be considered if the serum pH falls below 6.9, or when serum pH is less than 7.2 and/or serum bicarbonate levels are below 10 mEq/L, pre-and post-intubation, to prevent metabolic acidosis and hemodynamic collapse that occurs from apnea during intubation. Managing DKA and HHS in critically ill patients includes using balanced IV fluid solutions to restore volume status, followed by continuous IV insulin, early use of SQ glargine insulin, electrolyte replacement, and monitoring, CE preventive strategies by avoiding hyperglycemia overcorrection, early nutritional support, and appropriate airway management.

Diabetic ketoacidosis (DKA) and hyperosmolar hyperglycemic state (HHS) are life-threatening conditions that send nearly 180,000 patients to the intensive care unit each year, with mortality rates up to 5-10%. Little is known about the impact of concurrent psychiatric disorders on specific DKA/HHS outcomes. Identifying these relationships offers opportunities to improve clinical management, treatment planning, and mitigate associated morbidity and mortality.

We conducted a retrospective review including adult DKA/HHS admissions within a large Massachusetts hospital system from 2010 to 2019. We identified patients admitted inpatient for DKA or HHS, then filtered by International Classification of Disease-9-CM and International Classification of Disease-10-CM codes for psychiatric diagnoses that were present in patients electronic medical record at any point in this observational period. Outcomes included the number of inpatient admissions for DKA/HHS, age of death, rates of discharging against medical advice (AMA) from any inpatient admission, and end-stage renal disease/dialysis status. Multivariate regression was conducted using R software to control for variables across patients and evaluate relationships between outcomes and concurrent psychiatric disorders. Significance was set at P < 0.05.

Seven thousand seven hundred fifty-six patients were admitted for DKA or HHS, 66.9% of whom had a concurrent psychiatric disorder. Of these patients, 54.5% were male, 70.4% were White, and they had an average age of 61.6 years. This compares with 26.1% with concurrent psychiatric condition within the general diabetes population, 52.1% of whom were male, 72.1% were White, and an average age of 68.2 years. A concurrent psychiatric disorder was associated with increased odds of rehospitalization (adjusted odds ratio [aOR] = 1.62 95% confidence interval [CI] 1.35-1.95, P < 0.001), of being diagnosed with end-stage renal disease and on dialysis (aOR = 1.02 95% CI 1.002-1.035, P = 0.02), and of leaving AMA (aOR = 6.44 95% CI 4.46-9.63, P < 0.001). The average age of death for those with a concurrent psychiatric disorder had an adjusted mean difference in years of -7.5 years (95% CI -9.3 to 5.8) compared to those without a psychiatric disorder.

Of patients with DKA/HHS, 66.9% have a concurrent psychiatric disorder. Patients with a concurrent psychiatric disorder admitted for DKA/HHS were more likely to have multiple admissions, to leave AMA, to be on renal dialysis, and to have a lower age of mortality.

This study was designed to investigate the association between Charlson Comorbidity Index (CCI) and in-hospital mortality and other clinical outcomes among patients with hyperglycemic crises.

This retrospective cohort study was conducted using data from electric medical records. A total of 1668 diabetic patients with hyperglycemic crises from six tertiary hospitals met the inclusion criteria. CCI < 4 was defined as low CCI and CCI ≥ 4 was defined as high CCI. Propensity score matching (PSM) with the 1:1 nearest neighbour matching method and the caliper value of 0.02 was used to match the baseline characteristics of patients with high CCI and low CCI to reduce the confounding bias. In-hospital mortality, ICU admission, hypoglycemia, hypokalemia, acute kidney injury, length of stay (LOS), and hospitalisation expense between low CCI and high CCI were compared and assessed. Univariate and multivariate regression were applied to estimate the impact of CCI on in-hospital and other clinical outcomes.

One hundred twenty-one hyperglycemic crisis (HC) patients died with a mortality rate of 7.3%. After PSM, compared with low CCI, patients with high CCI suffered higher in-hospital mortality, ICU admission, LOS, and hospitalisation expenses. After multivariate regression, age (aOR: 1.12, 95% confidence interval [CI]: 1.06-1.18, p < 0.001), CCI(aOR: 4.42, 95% CI: 1.56-12.53, p = 0.005), uninsured (aOR: 22.32, 95% CI: 4.26-116.94, p < 0.001), shock (aOR: 10.57, 95% CI: 1.41-79.09, p = 0.022), mechanical ventilation (aOR: 75.29, 95% CI: 12.37-458.28, p < 0.001), and hypertension (aOR: 4.34, 95% CI: 1.37-13.82, p = 0.013) were independent risk factors of in-hospital mortality of HC patients. Besides, high CCI was an independent risk factor for higher ICU Admission (aOR: 5.91, 95% CI: 2.31-15.08, p < 0.001), hypoglycemia (aOR: 2.19, 95% CI:1.01-4.08, p = 0.049), longer LOS (aOR: 1.23, 95% CI: 1.19-2.27, p = 0.021), and higher hospitalisation expense (aOR: 2089.97, 95% CI: 193.33-3988.61, p = 0.031) of HC patients.

CCI is associated with in-hospital mortality, ICU admission, hypoglycemia, LOS, and hospitalisation expense of HC patients. CCI could be an ideal indicator to identify, monitor, and manage chronic comorbidities among HC patients.

Information on the incidence and risk factors for diabetic ketoacidosis (DKA) and hyperglycemic hyperosmolar nonketotic syndrome (HHNS) caused by tacrolimus has rarely been reported. This study aims to assess the spectrum of DKA/HHNS associated with tacrolimus.

We conducted an observational, retrospective pharmacovigilance study using the Food and Drug Administration adverse event reporting system (FAERS) database. We employed the information component (IC) and reporting odds ratio (ROR) to evaluate the association between tacrolimus and DKA/HHNS.

A total of 232 events were identified as tacrolimus-related DKA/HHNS, 186 cases from DKA and 54 cases from HHNS. The frequency of tacrolimus-associated DKA and HHNS was found to be significantly higher compared to all other drugs. Specifically, HHNS was significantly associated with tacrolimus based on its ROR and IC. There were no significant differences in death and non-death cases in gender, age group, year of reporting and region of reporting.

Our study showed that DKA and HHNS were associated with tacrolimus use. Healthcare professionals should be aware of the possibility of DKA/HHNS following tacrolimus administration, as they were associated with an increased risk of mortality in transplant recipients.

Diabetic ketoacidosis (DKA) is the leading cause of morbidity and mortality in pediatric type 1 diabetes (T1D), occurring in approximately 20% of patients, with an economic cost of $5.1 billion/year in the United States. Despite multiple risk factors for postdiagnosis DKA, there is still a need for explainable, clinic-ready models that accurately predict DKA hospitalization in established patients with pediatric T1D.

We aimed to develop an interpretable machine learning model to predict the risk of postdiagnosis DKA hospitalization in children with T1D using routinely collected time-series of electronic health record (EHR) data.

We conducted a retrospective case-control study using EHR data from 1787 patients from among 3794 patients with T1D treated at a large tertiary care US pediatric health system from January 2010 to June 2018. We trained a state-of-the-art; explainable, gradient-boosted ensemble (XGBoost) of decision trees with 44 regularly collected EHR features to predict postdiagnosis DKA. We measured the model's predictive performance using the area under the receiver operating characteristic curve-weighted F1-score, weighted precision, and recall, in a 5-fold cross-validation setting. We analyzed Shapley values to interpret the learned model and gain insight into its predictions.

Our model distinguished the cohort that develops DKA postdiagnosis from the one that does not (P<.001). It predicted postdiagnosis DKA risk with an area under the receiver operating characteristic curve of 0.80 (SD 0.04), a weighted F1-score of 0.78 (SD 0.04), and a weighted precision and recall of 0.83 (SD 0.03) and 0.76 (SD 0.05) respectively, using a relatively short history of data from routine clinic follow-ups post diagnosis. On analyzing Shapley values of the model output, we identified key risk factors predicting postdiagnosis DKA both at the cohort and individual levels. We observed sharp changes in postdiagnosis DKA risk with respect to 2 key features (diabetes age and glycated hemoglobin at 12 months), yielding time intervals and glycated hemoglobin cutoffs for potential intervention. By clustering model-generated Shapley values, we automatically stratified the cohort into 3 groups with 5%, 20%, and 48% risk of postdiagnosis DKA.

We have built an explainable, predictive, machine learning model with potential for integration into clinical workflow. The model risk-stratifies patients with pediatric T1D and identifies patients with the highest postdiagnosis DKA risk using limited follow-up data starting from the time of diagnosis. The model identifies key time points and risk factors to direct clinical interventions at both the individual and cohort levels. Further research with data from multiple hospital systems can help us assess how well our model generalizes to other populations. The clinical importance of our work is that the model can predict patients most at risk for postdiagnosis DKA and identify preventive interventions based on mitigation of individualized risk factors.

The American Diabetes Association (ADA), European Association for the Study of Diabetes (EASD), Joint British Diabetes Societies for Inpatient Care (JBDS), American Association of Clinical Endocrinology (AACE), and Diabetes Technology Society (DTS) convened a panel of internists and diabetologists to update the ADA consensus statement on hyperglycemic crises in adults with diabetes, published in 2001 and last updated in 2009. The objective of this consensus report is to provide up-to-date knowledge about the epidemiology, pathophysiology, clinical presentation, and recommendations for the diagnosis, treatment, and prevention of diabetic ketoacidosis (DKA) and hyperglycemic hyperosmolar state (HHS) in adults. A systematic examination of publications since 2009 informed new recommendations. The target audience is the full spectrum of diabetes health care professionals and individuals with diabetes.

The American Diabetes Association (ADA), European Association for the Study of Diabetes (EASD), Joint British Diabetes Societies for Inpatient Care (JBDS), American Association of Clinical Endocrinology (AACE) and Diabetes Technology Society (DTS) convened a panel of internists and diabetologists to update the ADA consensus statement on hyperglycaemic crises in adults with diabetes, published in 2001 and last updated in 2009. The objective of this consensus report is to provide up-to-date knowledge about the epidemiology, pathophysiology, clinical presentation, and recommendations for the diagnosis, treatment and prevention of diabetic ketoacidosis (DKA) and hyperglycaemic hyperosmolar state (HHS) in adults. A systematic examination of publications since 2009 informed new recommendations. The target audience is the full spectrum of diabetes healthcare professionals and individuals with diabetes.

A mainstay in the acute management of diabetic ketoacidosis (DKA) is fluid resuscitation. Normal saline is recommended by the American Diabetes Association; however, it has been associated with hyperchloremic metabolic acidosis and acute kidney injury. Limited literature is available to determine the most appropriate crystalloid fluid to treat patients with DKA.

The purpose of this study was to compare lactated Ringer's (LR) to normal saline (NS) in the acute management of DKA.

This was a retrospective, multicenter single health system cohort study. The primary outcome was to evaluate the time to high anion gap metabolic acidosis (HAGMA) resolution using LR compared to NS. Secondary outcomes included the incidence of nongap metabolic acidosis, hyperchloremia, acute kidney injury, and new renal replacement therapy. Other secondary outcomes included insulin infusion duration and hospital and intensive care unit length of stay. The Cox proportional hazards model was used for the primary outcome.

A total of 771 patient encounters were included. Lactated Ringer's was associated with faster time to HAGMA resolution compared to NS (adjusted hazard ratio 1.325; 95% confidence interval 1.121-1.566; p < 0.001). No difference was found in complications such as incidence of nongap metabolic acidosis, hyperchloremia, acute kidney injury, and new renal replacement therapy between the LR and NS groups. Additionally, there was no difference in insulin infusion duration and hospital or intensive care unit length of stay.

Treatment with LR as the primary crystalloid for acute DKA management was associated with faster HAGMA resolution compared with NS. Similar incidence in complications and length of stay was observed between the two groups. The findings of this study add to the accumulating literature suggesting that balanced crystalloids may offer an advantage over NS for the treatment of patients with DKA.

Prognosis of DKA has improved over time with the availability of evidence-based protocols and resources. However, in Kenya, there are limited resources for the appropriate diagnosis and management of DKA, mostly limited to tertiary-level referral facilities. This study aimed to review the clinical presentation, management, and outcomes of adult patients admitted with DKA and assess differences in these parameters before and during the COVID-19 pandemic.

This was a retrospective study of DKA admissions from January 2017 to December 2021. Patient data were retrieved from the medical records department using ICD-10 codes, and individual details were abstracted on clinical presentation, management, and outcomes of DKA. Comparisons were made between pre-COVID-19 and during COVID-19 durations.

150 patients admitted with DKA were included (n = 48 pre- COVID-19, n = 102 during COVID-19 (n = 23 COVID-19 positive, n = 79 COVID-19 negative)). Median age was 47 years (IQR 33.0, 59.0), median HbA1C was 12.4% [IQR 10.8, 14.6]), and most patients had severe DKA (46%). Most common DKA precipitants were infections (40.7%), newly diagnosed diabetes (33.3%) and missed medication (25.3%). There was a significant difference in pulmonary infections as a DKA precipitant, between the pre- COVID and during COVID-19 pandemic (21.6% during COVID-19 versus 6.3% pre- COVID-19; p = 0.012). Median total insulin dose used was 110.0 units [IQR 76.0, 173.0], and a 100% of patients received basal insulin. Median length of hospital stay was 4.0 days [IQR 3.0, 6.0] and time to DKA resolution was 30.0 h [IQR 24.0, 48.0]. There were 2 deaths (1.3%), none directly attributable to DKA. Severity of DKA significantly differed between pre- COVID-19, COVID-19 positive and COVID-19 negative DKA (52.2% of COVID-19 positive had moderate DKA compared to 26.6% of COVID-19 negative and 22.9% of Pre-COVID-19 (p = 0.006)).

Even in developing regions, good outcomes can be achieved with the appropriate facilities for DKA management. Clinician and patient education is necessary to ensure early detection and prompt referral to avoid patients presenting with severe DKA. Exploratory studies are needed to assess reasons for prolonged time to DKA resolution found in this study.

Numerous studies have demonstrated the clinical value of continuous glucose monitoring (CGM) in type 1 diabetes (T1D) and type 2 diabetes (T2D) populations. However, the eligibility criteria for CGM coverage required by the Centers for Medicare & Medicaid Services (CMS) ignore the conclusive evidence that supports CGM use in various diabetes populations that are currently deemed ineligible. In an earlier article, we discussed the limitations and inconsistencies of the agency's CGM eligibility criteria relative to current scientific evidence and proposed practice solutions to address this issue and improve the safety and care of Medicare beneficiaries with diabetes. Although Medicaid is administered through CMS, there is no consistent Medicaid policy for CGM coverage in the United States. This article presents a rationale for modifying and standardizing Medicaid CGM coverage eligibility across the United States.

Fluid resuscitation during diabetic ketoacidosis (DKA) is most frequently performed with 0.9% saline despite its high chloride and sodium concentration. Balanced Electrolyte Solutions (BES) may prove a more physiological alternative, but convincing evidence is missing. We aimed to compare the efficacy of 0.9% saline to BES in DKA management. MEDLINE, Cochrane Library, and Embase databases were searched for relevant studies using predefined keywords (from inception to 27 November 2021). Relevant studies were those in which 0.9% saline (Saline-group) was compared to BES (BES-group) in adults admitted with DKA. Two reviewers independently extracted data and assessed the risk of bias. The primary outcome was time to DKA resolution (defined by each study individually), while the main secondary outcomes were changes in laboratory values, duration of insulin infusion, and mortality. We included seven randomized controlled trials and three observational studies with 1006 participants. The primary outcome was reported for 316 patients, and we found that BES resolves DKA faster than 0.9% saline with a mean difference (MD) of -5.36 [95% CI: -10.46, -0.26] hours. Post-resuscitation chloride (MD: -4.26 [-6.97, -1.54] mmoL/L) and sodium (MD: -1.38 [-2.14, -0.62] mmoL/L) levels were significantly lower. In contrast, levels of post-resuscitation bicarbonate (MD: 1.82 [0.75, 2.89] mmoL/L) were significantly elevated in the BES-group compared to the Saline-group. There was no statistically significant difference between the groups regarding the duration of parenteral insulin administration (MD: 0.16 [-3.03, 3.35] hours) or mortality (OR: -0.67 [0.12, 3.68]). Studies showed some concern or a high risk of bias, and the level of evidence for most outcomes was low. This meta-analysis indicates that the use of BES resolves DKA faster than 0.9% saline. Therefore, DKA guidelines should consider BES instead of 0.9% saline as the first choice during fluid resuscitation.