Editorial Open Access
Copyright ©The Author(s) 2024. Published by Baishideng Publishing Group Inc. All rights reserved.
World J Gastroenterol. Aug 7, 2024; 30(29): 3456-3460
Published online Aug 7, 2024. doi: 10.3748/wjg.v30.i29.3456
Effective roles of exercise and diet adherence in non-alcoholic fatty liver disease
Wei Zhu, School of Life Sciences and Technology, Tongji University, Shanghai 200092, China
Wei Zhu, Shanghai Xirong Information Science and Technology Co., Ltd., National Science and Technology Park, Tongji University, Shanghai 200092, China
ORCID number: Wei Zhu (0000-0001-7523-7203).
Author contributions: Zhu W designed the study, wrote the manuscript, and prepared the figure and table, in addition to other associated work.
Supported by Natural Science Foundation of Shanghai, No. 17ZR1431400; and National Key R&D Program of China, No. 2017YFA0103902.
Conflict-of-interest statement: The authors have no competing interests related to this study.
Open-Access: This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: https://creativecommons.org/Licenses/by-nc/4.0/
Corresponding author: Wei Zhu, PhD, CEO, Postdoctoral Fellow, Researcher, School of Life Sciences and Technology, Tongji University, No. 1239 Siping Road, Yangpu District, Shanghai 200092, China. zhuwei8247@aliyun.com
Received: March 7, 2024
Revised: June 22, 2024
Accepted: July 1, 2024
Published online: August 7, 2024
Processing time: 143 Days and 15.8 Hours

Abstract

Non-alcoholic fatty liver disease (NAFLD) is characterized by symptoms of excessive fat accumulation and steatosis in the liver without alcohol intake in patients. The associated pathogenic mechanism is not completely understood and there are no specific drugs for patients with NAFLD. Exercise and diet adherence are the best options for the management of NAFLD patients. Questionnaire associated analysis models of adherence to these interventions are used to assess their effectiveness in the management of NAFLD patients using specificity, sensitivity, and so on. Studies have indicated that the relative ratio of NAFLD can be reduced by physical activity with diet control. In the future, the pathogenesis of NAFLD should be clarified with stratified efforts to develop appropriate drugs, and both exercise and diet adherence should be optimized using better questionnaire design and evaluation models for patients with NAFLD.

Key Words: Exercise and diet adherence; Non-alcoholic fatty liver disease; Delphi; Mediterranean diet; Physical lifestyle

Core Tip: It is essential to reverse pathogenic syndromes before fibrosis occurs in patients with non-alcoholic fatty liver disease (NAFLD). Early diagnosis and appropriate interventions are important in NAFLD patients. Exercise and diet adherence may provide an effective treatment in patients with NAFLD.



INTRODUCTION

Non-alcoholic fatty liver disease (NAFLD) affects approximately one third of the adult population worldwide, and is associated with a high risk of mortality when in combination with other serious syndromes such as cardiovascular diseases[1]. It is important to clarify various factors including environment, microbiome, metabolism, and genetics in predicting the progression and treatment outcome of NAFLD[2]. Obesity and insulin resistance can easily result in metabolic syndrome and inflammation, which could initiate the chronic progression of NAFLD to cirrhosis, and even hepatocellular carcinoma[3]. There are no specific drugs for NAFLD; therefore, it is meaningful to investigate the pathogenesis of NAFLD in order to provide information for drug development and other interventions. Hence, Zeng et al[4] evaluated the positive effect of exercise and diet adherence in patients with NAFLD as acceptable interventions.

The normal liver has the capacity to metabolize carbohydrates and fatty acids; however, fatty acids are commonly supplied or eliminated under abnormal conditions which results in endoplasmic reticulum stress and hepatocyte injury[5]. However, there is an important gap in the pathogenic mechanism between lipid metabolism symptoms and activated inflammatory progression of NAFLD[6]. One common explanation has indicated that gut microbiota disorder could trigger an abnormal immune microenvironment to mediate inflammatory responses in the liver in the presence of NAFLD. The lack of knowledge on the specific mechanism initiating NAFLD is hindering the development of effective drugs.

PATHOGENESIS OF NAFLD

NAFLD with insulin resistance has been shown to produce excessive fat accumulation and steatosis in the liver, which are classified as non-alcoholic fatty liver and non-alcoholic steatohepatitis (NASH), two distinct pathological conditions[7]. NAFLD is different from alcoholic liver disease which is associated with daily alcohol intake in patients. These diseases involve several different factors including costs, low predictive parameters, and risky liver biopsy, especially in patients aged > 50 years and those with type 2 diabetes mellitus[8]. In Figure 1, it can be seen that in hepatic steatosis, the uptake of free fatty acids, de novo lipogenesis, and fatty acid oxidation can result in excessive lipid accumulation in the liver. The outcomes of these metabolic syndromes in the liver can result in the export of very low-density lipoproteins into the blood circulation and the activation of inflammatory responses. In NAFLD, compensatory fatty acid oxidation and high lipid levels appear to damage subcellular functions of mitochondria, peroxisomes, and cytochromes, which also adversely affect other organs[9]. Additionally, liver oxidant/antioxidant imbalance can impair mitochondrial metabolism and possibly induce subsequent inflammation in NAFLD without a clear mechanism[10]. Despite advances in the pathogenesis of NAFLD being incomplete, one hypothesis of multiple hits is considered to explain the multiple insults in the development of NAFLD[11].

Figure 1
Figure 1  Dysregulation of liver function in non-alcoholic fatty liver disease.
EXERCISE AND DIET ADHERENCE IN NAFLD

Modifications of both physical activity and cognitive behavior were found to be beneficial in assisting patients with chronic diseases to overcome uncomfortable symptoms, and more than 60% of syndromes were inactive[12]. Urbanization in many Asian countries has promoted the prevalence of NAFLD due to sedentary lifestyle and overnutrition in around 25% of the population similar to many Western countries[13]. Zeng et al[4] reported that NAFLD patients needed a positive change in their lifestyle, but few patients achieve improvements in weight reduction and persistent exercise and diet adherence. Therefore, the determination and perseverance in persistent exercise and diet adherence are critical in patients with NAFLD and chronic complications. Besides the role of exercise in these chronic diseases, an unhealthy diet such as excessive eating, smoking, and alcohol intake have a negative effect on life-expectancy and all-cause mortality rates[14]. Nutrition research has demonstrated that biological constituents have synergistic and/or antagonistic actions in human health beyond individual components[15]. An example is the Mediterranean diet which can prevent chronic diseases and premature mortality due to the dietary pattern and lifestyle in Mediterranean countries[16]. Clinically, many diseases including cardiovascular and neurodegenerative diseases and cancer have been associated with increasing age[16,17]. Similar to emerging non-communicative diseases, NAFLD commonly appears in diverse age groups especially in adults.

Although the accurate pathogenesis and standard treatment of NAFLD are not yet available, associated factors such as an unhealthy lifestyle is considered to elevate liver lipogenesis and microenvironment dysfunction. Hence, both the American Association for the Study of Liver Diseases and the National Institute for Health and Care Excellence guidelines recommended lifestyle modifications as the first choice for weight loss in patients with NAFLD[18,19]. Based on the results of Zeng et al[4], the efficacy of both exercise and diet adherence was high but only the specificity of diet adherence remained when compared to the control group. It is possible that diet adherence was easy to quantify and maintain, but sustaining exercise was difficult in patients aged > 50 years. In addition, instability of the composition of unsaturated fats could be improved by the high quantities of antioxidant compounds in foods. This study supported that complex food compositions were more beneficial than single or purified nutrients in the diet. The Mediterranean diet is recommended for NAFLD patients due to the presence of antioxidant compounds including polyphenols, carotenoids, fiber, and polyunsaturated fatty acids, which should be combined with physical activity[7]. It was reported that high adherence to the Mediterranean diet was associated with less liver damage and lower insulin resistance in patients with NAFLD[20]. Zeng et al[4] presented a similar conclusion on the effects of Mediterranean diet adherence, where exercise and diet adherence could greatly improve the clinical syndromes of patients with NAFLD.

REDUCED RATIO ANALYSIS OF NAFLD DUE TO MANAGEMENT

The Delphi method was used to collect opinions from experts with pooled intelligence and promote individual judgement on a particular field of research via a series of questionnaires[21]. In Table 1, this survey via different styles besides online interview was widely applied to gather primary data on patients with NAFLD and was displayed by Zeng et al[4] in their presentations[4,22-25]. The Pearson and Spearman correlation coefficients were used to analyze test-retest interval reliability, while exercise steps and reduced calorie intake were evaluated using the areas under the receiver operating characteristic curves. Different from these analysis methods, models of logistic, linear regression, and Cox proportional hazard were respectively applied to examine the odds, risk, and hazard ratios of combinations between physical activity and dietary adherence in NAFLD patients (Table 1). These ratios with confidence intervals were generally found to decrease after exercise and diet adherence in NAFLD patients. Hence, the establishment and validation of questionnaires with an appropriate analysis model are important for complete evaluation of the management of NAFLD patients.

Table 1 Reduced ratios of non-alcoholic fatty liver disease via exercise and diet adherence.
Ref.
Period
Data
Management
Model
Index
Heredia et al[22]2017-2018Online interviewPhysical activity; dietary intervention Multivariable logistic regression Odds ratio (OR) = 0.65, 95% confidence interval (CI): 0.42-0.99; OR = 0.60, 95%CI: 0.44-0.84
George et al[23]2002-2012Questionnaire surveyMediterranean diet Binary logistic regressionOR = 0.99, 95%CI: 0.85-0.94; OR = 0.87, 95%CI: 0.80-0.96
Bullón-Vela et al[24]55-75 yearsQuestionnaire surveyMediterranean diet (high legume) + physical activityLinear regression analyses (tertiles 2, 3)Relative risk ratio = 0.45, 95%CI: 0.22-0.92; Relative risk ratio = 0.48, 95%CI: 0.24-0.97
Petermann-Rocha et al[25]10.2 yearsQuestionnaire surveyMediterranean dietCox proportional hazardHazard ratio = 0.76, 95%CI: 0.62-0.94
FUTURE PERSPECTIVES

The spectrum of NAFLD ranges from early steatosis to both inflammation and fibrosis in liver disease, while the stage of NAFLD is critical in diagnosis and treatment planning. Currently, liver biopsy is the standard method for diagnosis, but this is invasive and expensive for patients with NAFLD. It was reported that serum markers and a scoring system have been identified for determination of NAFLD and NASH[26]. Therefore, the investigation of novel serum markers should be encouraged via multi-omics techniques for the diagnosis of NAFLD.

Lifestyle modification involving diet and exercise is the first choice in the management of NAFLD patients. Questionnaires can be optimized by stratifying and subgrouping according to the diverse characteristics of patients with NAFLD in the clinic. In addition to these efforts, there are several drugs for both diabetes and obesity, and antioxidants such as vitamin E, pioglitazone, and metformin that could be used to prevent the progression of steatosis and fibrosis may be beneficial in patients with NAFLD[27,28]. Also, several signaling molecules are considered to be involved in the progression of NAFLD by mediating lipid and sugar metabolism. One example is the transforming growth factor-beta 1 signaling pathway, which was found to be associated with the pathogenic progression of NAFLD[26,29]. Hence, molecules associated with signaling pathways are potentially important candidates in the diagnosis and treatment of NAFLD in the future.

CONCLUSION

The pathogenesis of NAFLD from early steatosis to fibrosis is critical for treatment of the disease, but has not yet been completely elucidated. As the underlying mechanism of NAFLD is incompletely understood, this has resulted in a lack of appropriate drug treatment. Exercise and diet adherence have become an effective lifestyle modification and will hopefully improve the optimization of NAFLD treatment.

Footnotes

Provenance and peer review: Invited article; Externally peer reviewed.

Peer-review model: Single blind

Specialty type: Gastroenterology and hepatology

Country of origin: China

Peer-review report’s classification

Scientific Quality: Grade C

Novelty: Grade C

Creativity or Innovation: Grade C

Scientific Significance: Grade B

P-Reviewer: Khayyat YM S-Editor: Qu XL L-Editor: Wang TQ P-Editor: Zhao YQ

References
1.  Targher G, Byrne CD, Tilg H. NAFLD and increased risk of cardiovascular disease: clinical associations, pathophysiological mechanisms and pharmacological implications. Gut. 2020;69:1691-1705.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 209]  [Cited by in F6Publishing: 419]  [Article Influence: 104.8]  [Reference Citation Analysis (0)]
2.  Friedman SL, Neuschwander-Tetri BA, Rinella M, Sanyal AJ. Mechanisms of NAFLD development and therapeutic strategies. Nat Med. 2018;24:908-922.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 1376]  [Cited by in F6Publishing: 2534]  [Article Influence: 422.3]  [Reference Citation Analysis (1)]
3.  Guo X, Yin X, Liu Z, Wang J. Non-Alcoholic Fatty Liver Disease (NAFLD) Pathogenesis and Natural Products for Prevention and Treatment. Int J Mol Sci. 2022;23.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in F6Publishing: 88]  [Reference Citation Analysis (1)]
4.  Zeng MH, Shi QY, Xu L, Mi YQ. Establishment and validation of an adherence prediction system for lifestyle interventions in non-alcoholic fatty liver disease. World J Gastroenterol. 2024;30:1393-1404.  [PubMed]  [DOI]  [Cited in This Article: ]  [Reference Citation Analysis (38)]
5.  Mota M, Banini BA, Cazanave SC, Sanyal AJ. Molecular mechanisms of lipotoxicity and glucotoxicity in nonalcoholic fatty liver disease. Metabolism. 2016;65:1049-1061.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 294]  [Cited by in F6Publishing: 368]  [Article Influence: 46.0]  [Reference Citation Analysis (0)]
6.  Rong L, Zou J, Ran W, Qi X, Chen Y, Cui H, Guo J. Advancements in the treatment of non-alcoholic fatty liver disease (NAFLD). Front Endocrinol (Lausanne). 2022;13:1087260.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 1]  [Cited by in F6Publishing: 70]  [Article Influence: 35.0]  [Reference Citation Analysis (0)]
7.  European Association for the Study of the Liver (EASL); European Association for the Study of Diabetes (EASD);  European Association for the Study of Obesity (EASO). EASL-EASD-EASO Clinical Practice Guidelines for the management of non-alcoholic fatty liver disease. J Hepatol. 2016;64:1388-1402.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 2290]  [Cited by in F6Publishing: 2936]  [Article Influence: 367.0]  [Reference Citation Analysis (4)]
8.  Chalasani N, Younossi Z, Lavine JE, Diehl AM, Brunt EM, Cusi K, Charlton M, Sanyal AJ. The diagnosis and management of non-alcoholic fatty liver disease: practice Guideline by the American Association for the Study of Liver Diseases, American College of Gastroenterology, and the American Gastroenterological Association. Hepatology. 2012;55:2005-2023.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 2413]  [Cited by in F6Publishing: 2528]  [Article Influence: 210.7]  [Reference Citation Analysis (1)]
9.  Ipsen DH, Lykkesfeldt J, Tveden-Nyborg P. Molecular mechanisms of hepatic lipid accumulation in non-alcoholic fatty liver disease. Cell Mol Life Sci. 2018;75:3313-3327.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 795]  [Cited by in F6Publishing: 828]  [Article Influence: 138.0]  [Reference Citation Analysis (1)]
10.  Barrea L, Verde L, Savastano S, Colao A, Muscogiuri G. Adherence to Mediterranean Diet: Any Association with NAFLD? Antioxidants (Basel). 2023;12.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in F6Publishing: 2]  [Reference Citation Analysis (0)]
11.  Buzzetti E, Pinzani M, Tsochatzis EA. The multiple-hit pathogenesis of non-alcoholic fatty liver disease (NAFLD). Metabolism. 2016;65:1038-1048.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 1490]  [Cited by in F6Publishing: 1922]  [Article Influence: 240.3]  [Reference Citation Analysis (1)]
12.  Marcus BH, Dubbert PM, Forsyth LH, McKenzie TL, Stone EJ, Dunn AL, Blair SN. Physical activity behavior change: issues in adoption and maintenance. Health Psychol. 2000;19:32-41.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 325]  [Cited by in F6Publishing: 293]  [Article Influence: 12.2]  [Reference Citation Analysis (0)]
13.  Fan JG, Kim SU, Wong VW. New trends on obesity and NAFLD in Asia. J Hepatol. 2017;67:862-873.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 570]  [Cited by in F6Publishing: 725]  [Article Influence: 103.6]  [Reference Citation Analysis (2)]
14.  Janssen F, Trias-Llimós S, Kunst AE. The combined impact of smoking, obesity and alcohol on life-expectancy trends in Europe. Int J Epidemiol. 2021;50:931-941.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 13]  [Cited by in F6Publishing: 21]  [Article Influence: 7.0]  [Reference Citation Analysis (0)]
15.  Jacobs DR Jr, Gross MD, Tapsell LC. Food synergy: an operational concept for understanding nutrition. Am J Clin Nutr. 2009;89:1543S-1548S.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 407]  [Cited by in F6Publishing: 415]  [Article Influence: 27.7]  [Reference Citation Analysis (0)]
16.  Dominguez LJ, Di Bella G, Veronese N, Barbagallo M. Impact of Mediterranean Diet on Chronic Non-Communicable Diseases and Longevity. Nutrients. 2021;13.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 25]  [Cited by in F6Publishing: 140]  [Article Influence: 46.7]  [Reference Citation Analysis (0)]
17.  Lynch J, Smith GD. A life course approach to chronic disease epidemiology. Annu Rev Public Health. 2005;26:1-35.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 543]  [Cited by in F6Publishing: 559]  [Article Influence: 29.4]  [Reference Citation Analysis (0)]
18.  Chalasani N, Younossi Z, Lavine JE, Charlton M, Cusi K, Rinella M, Harrison SA, Brunt EM, Sanyal AJ. The diagnosis and management of nonalcoholic fatty liver disease: Practice guidance from the American Association for the Study of Liver Diseases. Hepatology. 2018;67:328-357.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 3544]  [Cited by in F6Publishing: 4502]  [Article Influence: 750.3]  [Reference Citation Analysis (8)]
19.  Glen J, Floros L, Day C, Pryke R; Guideline Development Group. Non-alcoholic fatty liver disease (NAFLD): summary of NICE guidance. BMJ. 2016;354:i4428.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 109]  [Cited by in F6Publishing: 118]  [Article Influence: 14.8]  [Reference Citation Analysis (0)]
20.  Kontogianni MD, Tileli N, Margariti A, Georgoulis M, Deutsch M, Tiniakos D, Fragopoulou E, Zafiropoulou R, Manios Y, Papatheodoridis G. Adherence to the Mediterranean diet is associated with the severity of non-alcoholic fatty liver disease. Clin Nutr. 2014;33:678-683.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 135]  [Cited by in F6Publishing: 153]  [Article Influence: 13.9]  [Reference Citation Analysis (3)]
21.  de Villiers MR, de Villiers PJ, Kent AP. The Delphi technique in health sciences education research. Med Teach. 2005;27:639-643.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 471]  [Cited by in F6Publishing: 532]  [Article Influence: 28.0]  [Reference Citation Analysis (0)]
22.  Heredia NI, Zhang X, Balakrishnan M, Daniel CR, Hwang JP, McNeill LH, Thrift AP. Physical activity and diet quality in relation to non-alcoholic fatty liver disease: A cross-sectional study in a representative sample of U.S. adults using NHANES 2017-2018. Prev Med. 2022;154:106903.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 33]  [Cited by in F6Publishing: 32]  [Article Influence: 16.0]  [Reference Citation Analysis (0)]
23.  George ES, Georgousopoulou EN, Mellor DD, Chrysohoou C, Pitsavos C, Panagiotakos DB. Exploring the Path of Mediterranean Diet, Non-Alcoholic Fatty Liver Disease (NAFLD) and Inflammation towards 10-Year Cardiovascular Disease (CVD) Risk: The ATTICA Study 10-Year Follow-Up (2002-2012). Nutrients. 2022;14.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 1]  [Cited by in F6Publishing: 3]  [Article Influence: 1.5]  [Reference Citation Analysis (0)]
24.  Bullón-Vela V, Abete I, Tur JA, Pintó X, Corbella E, Martínez-González MA, Toledo E, Corella D, Macías M, Tinahones F, Fitó M, Estruch R, Ros E, Salas-Salvadó J, Daimiel L, Zulet MA, Martínez JA; PREDIMED Plus investigators. Influence of lifestyle factors and staple foods from the Mediterranean diet on non-alcoholic fatty liver disease among older individuals with metabolic syndrome features. Nutrition. 2020;71:110620.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 22]  [Cited by in F6Publishing: 26]  [Article Influence: 5.2]  [Reference Citation Analysis (0)]
25.  Petermann-Rocha F, Carrasco-Marin F, Boonpor J, Parra-Soto S, Shannon O, Malcomson F, Phillips N, Jain M, Deo S, Livingstone KM, Dingle SE, Mathers JC, Forrest E, Ho FK, Pell JP, Celis-Morales C. Association of five diet scores with severe NAFLD incidence: A prospective study from UK Biobank. Diabetes Obes Metab. 2024;26:860-870.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 4]  [Reference Citation Analysis (0)]
26.  Zhang C, Yang M. Current Options and Future Directions for NAFLD and NASH Treatment. Int J Mol Sci. 2021;22.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 15]  [Cited by in F6Publishing: 47]  [Article Influence: 15.7]  [Reference Citation Analysis (0)]
27.  Sumida Y, Yoneda M. Current and future pharmacological therapies for NAFLD/NASH. J Gastroenterol. 2018;53:362-376.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 455]  [Cited by in F6Publishing: 467]  [Article Influence: 77.8]  [Reference Citation Analysis (0)]
28.  Clayton-Chubb D, Kemp W, Majeed A, Lubel JS, Hodge A, Roberts SK. Understanding NAFLD: From Case Identification to Interventions, Outcomes, and Future Perspectives. Nutrients. 2023;15.  [PubMed]  [DOI]  [Cited in This Article: ]  [Reference Citation Analysis (0)]
29.  Liu D, Wang K, Li K, Xu R, Chang X, Zhu Y, Sun P, Han X. Ets-1 deficiency alleviates nonalcoholic steatohepatitis via weakening TGF-β1 signaling-mediated hepatocyte apoptosis. Cell Death Dis. 2019;10:458.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 7]  [Cited by in F6Publishing: 18]  [Article Influence: 3.6]  [Reference Citation Analysis (0)]