Lifestyle modifications for nonalcohol-related fatty liver disease: a network meta-analysis

Elena Buzzetti, Audrey Linden, Lawrence Mj Best, Angela M Madden, Danielle Roberts, Thomas J G Chase, Suzanne C Freeman, Nicola J Cooper, Alex J Sutton, Dominic Fritche, Elisabeth Jane Milne, Kathy Wright, Chavdar S Pavlov, Brian R Davidson, Emmanuel Tsochatzis, Kurinchi Selvan Gurusamy, Elena Buzzetti, Audrey Linden, Lawrence Mj Best, Angela M Madden, Danielle Roberts, Thomas J G Chase, Suzanne C Freeman, Nicola J Cooper, Alex J Sutton, Dominic Fritche, Elisabeth Jane Milne, Kathy Wright, Chavdar S Pavlov, Brian R Davidson, Emmanuel Tsochatzis, Kurinchi Selvan Gurusamy

Abstract

Background: The prevalence of nonalcohol-related fatty liver disease (NAFLD) varies between 19% and 33% in different populations. NAFLD decreases life expectancy and increases the risks of liver cirrhosis, hepatocellular carcinoma, and requirement for liver transplantation. There is uncertainty surrounding the relative benefits and harms of various lifestyle interventions for people with NAFLD.

Objectives: To assess the comparative benefits and harms of different lifestyle interventions in the treatment of NAFLD through a network meta-analysis, and to generate rankings of the different lifestyle interventions according to their safety and efficacy.

Search methods: We searched CENTRAL, MEDLINE, Embase, Science Citation Index Expanded, Conference Proceedings Citation Index - Science, World Health Organization International Clinical Trials Registry Platform, and trials registers until February 2021 to identify randomised clinical trials in people with NAFLD.

Selection criteria: We included only randomised clinical trials (irrespective of language, blinding, or status) in people with NAFLD, whatever the method of diagnosis, age, and diabetic status of participants, or presence of non-alcoholic steatohepatitis (NASH). We excluded randomised clinical trials in which participants had previously undergone liver transplantation.

Data collection and analysis: We planned to perform a network meta-analysis with OpenBUGS using Bayesian methods and to calculate the differences in treatments using hazard ratios (HRs), odds ratios (ORs), and rate ratios (RaRs) with 95% credible intervals (CrIs) based on an available-participant analysis, according to National Institute of Health and Care Excellence Decision Support Unit guidance. However, the data were too sparse for the clinical outcomes. We therefore performed only direct comparisons (head-to-head comparisons) with OpenBUGS using Bayesian methods.

Main results: We included a total of 59 randomised clinical trials (3631 participants) in the review. All but two trials were at high risk of bias. A total of 33 different interventions, ranging from advice to supervised exercise and special diets, or a combination of these and no additional intervention were compared in these trials. The reference treatment was no active intervention. Twenty-eight trials (1942 participants) were included in one or more comparisons. The follow-up ranged from 1 month to 24 months. The remaining trials did not report any of the outcomes of interest for this review. The follow-up period in the trials that reported clinical outcomes was 2 months to 24 months. During this short follow-up period, clinical events related to NAFLD such as mortality, liver cirrhosis, liver decompensation, liver transplantation, hepatocellular carcinoma, and liver-related mortality were sparse. This is probably because of the very short follow-up periods. It takes a follow-up of 8 years to 28 years to detect differences in mortality between people with NAFLD and the general population. It is therefore unlikely that differences by clinical outcomes will be noted in trials with less than 5 years to 10 years of follow-up. In one trial, one participant developed an adverse event. There were no adverse events in any of the remaining participants in this trial, or in any of the remaining trials, which seemed to be directly related to the intervention.

Authors' conclusions: The evidence indicates considerable uncertainty about the effects of the lifestyle interventions compared with no additional intervention (to general public health advice) on any of the clinical outcomes after a short follow-up period of 2 months to 24 months in people with nonalcohol-related fatty liver disease. Accordingly, high-quality randomised clinical trials with adequate follow-up are needed. We propose registry-based randomised clinical trials or cohort multiple randomised clinical trials (a study design in which multiple interventions are trialed within large longitudinal cohorts of participants to gain efficiencies and align trials more closely to standard clinical practice), comparing aerobic exercise and dietary advice versus standard of care (exercise and dietary advice received as part of national health promotion). The reason for the choice of aerobic exercise and dietary advice is the impact of these interventions on indirect outcomes which may translate to clinical benefit. The outcomes in such trials should be mortality, health-related quality of life, decompensated liver cirrhosis, liver transplantation, and resource use measures including costs of intervention and decreased healthcare use after a minimum follow-up of eight years, to find meaningful differences in the clinically important outcomes.

Conflict of interest statement

None known for any of the authors

Copyright © 2021 The Cochrane Collaboration. Published by John Wiley & Sons, Ltd.

Figures

1
1
Study flow diagram
Date of search: 25 February 2021
2
2
Risk of bias graph: review authors' judgements about each risk of bias item presented as percentages across all included studies.
3
3
Risk of bias summary: review authors' judgements about each risk of bias item for each included study.
4
4
Network plots: A high resolution version of this image can be found here. The network plots showing the outcomes for which network meta‐analysis was performed. The size of the node (circle) provides a measure of the number of trials in which the particular Intervention was included as one of the intervention groups. The thickness of the line provides a measure of the number of direct comparisons between two nodes (Interventions). Abbreviations AdviceDiet: dietary advice
AdviceDiet+AerobicEx: aerobic exercise plus dietary advice
AdviceDietEx: dietary advice plus exercise advice
AerobicEx: aerobic exercise
CalRestrictDiet: calorie restricted diet
CarbRestrictDiet+AerobicEx: aerobic exercise plus carbohydrate restricted diet
FatRestrictDiet: fat restricted diet
FatRestrictDiet+AerobicEx: aerobic exercise plus fat restricted diet
MedDiet: Mediterranean diet
NoActiveIntervention: no active intervention
ResistEx: resistance exercise
SupAerobicEx: supervised aerobic exercise
SupAerobicEx+CalRestrictDiet: supervised aerobic exercise plus calorie restricted diet
SupAerobicEx+SupResistEx: supervised aerobic exercise plus resistance exercise
5
5
Inconsistency factor plots: The plot shows the inconsistency factors for the only outcome (resolution of fatty liver) where direct and indirect evidence were available for one or more comparisons. Although not attaining formal levels of statistical significance, this may suggest some concern regarding the consistency of the evidence. A higher resolution image of this picture is available here. Abbreviations CalRestrictDiet: calorie restricted diet
NoActiveIntervention: no active intervention
SupAerobicEx: supervised aerobic exercise
SupAerobicEx+CalRestrictDiet: supervised aerobic exercise plus calorie restricted diet
6
6
Effect estimates: A picture of Table 7 Effect estimates. Please see Table 7 for further details.

References

References to studies included in this review Abbate 2021 {published data only}

    1. Abbate M, Mascaro CM, Montemayor S, Barberia-Latasa M, Casares M, Gomez C, et al. Energy expenditure improved risk factors associated with renal function loss in NALFD and METS patients. Nutrients 2021;13(2):1-24.
Abdelbasset 2019 {published data only}
    1. Abdelbasset WK, Tantawy SA, Kamel DM, Alqahtani BA, Soliman GS. A randomized controlled trial on the effectiveness of 8-week high-intensity interval exercise on intrahepatic triglycerides, visceral lipids, and health-related quality of life in diabetic obese patients with nonalcoholic fatty liver disease. Medicine 2019;98(12):e14918.
Abdelbasset 2020 {published data only}
    1. Abdelbasset WK, Tantawy SA, Kamel DM, Alqahtani BA, Elnegamy TE, Soliman GS, et al. Effects of high-intensity interval and moderate-intensity continuous aerobic exercise on diabetic obese patients with nonalcoholic fatty liver disease: a comparative randomized controlled trial. Medicine 2020;99(10):e19471.
Abd El‐Kader 2016 {published data only}
    1. Abd El-Kader SM, Al-Jiffri OH, Al-Shreef FM. Markers of liver function and inflammatory cytokines modulation by aerobic versus resisted exercise training for nonalcoholic steatohepatitis patients. African Health Sciences 2014;14(3):551-7.
    1. Abd El-Kader SM, Al-Shreef FM, Al-Jiffri OH. Biochemical parameters response to weight loss in patients with non-alcoholic steatohepatitis. African Health Sciences 2016;16(1):242-9.
Al‐Jiffri 2013 {published data only}
    1. Al-Jiffri O, Al-Sharif FM, Abd El-Kader SM, Ashmawy EM. Weight reduction improves markers of hepatic function and insulin resistance in type-2 diabetic patients with non-alcoholic fatty liver. African Health Sciences 2013;13(3):667-72.
Arab 2017 {published data only}
    1. Arab A, Askari G, Golshiri P, Feizi A, Hekmatnia A, Iraj B, et al. The effect of a lifestyle modification education on adiposity measures in overweight and obese nonalcoholic fatty liver disease patients. International Journal of Preventive Medicine 2017;8:10.
Asghari 2018 {published data only}
    1. Asghari S, Asghari-Jafarabadi M, Somi MH, Ghavami SM, Rafraf M. Comparison of calorie-restricted diet and resveratrol supplementation on anthropometric indices, metabolic parameters, and serum sirtuin-1 levels in patients with nonalcoholic fatty liver disease: a randomized controlled clinical trial. Journal of the American College of Nutrition 2018;37(3):223-33.
Axley 2017 {published data only}
    1. Axley P, Kodali S, Kuo YF, Ravi S, Seay T, Parikh NM, et al. Text messaging approach improves weight loss in patients with nonalcoholic fatty liver disease: a randomized study. Liver International 2018;38(5):924-31.
Bacchi 2013 {published data only}
    1. Bacchi E, Negri C, Targher G, Faccioli N, Lanza M, Zoppini G, et al. Both resistance training and aerobic training reduce hepatic fat content in type 2 diabetic subjects with nonalcoholic fatty liver disease (the RAED2 randomized trial). Hepatology (Baltimore, Md.) 2013;58(4):1287-95.
Chan 2018 {published data only}
    1. Chan DF, So HK, Hui SC, Chan RS, Li AM, Sea MM, et al. Dietitian-led lifestyle modification programme for obese Chinese adolescents with non-alcoholic fatty liver disease: a randomized controlled study. International Journal of Obesity 2018;42(9):1680-90.
Chen 2020 {published data only}
    1. Chen J, Huang Y, Xie H, Bai H, Lin G, Dong Y, et al. Impact of a low-carbohydrate and high-fiber diet on nonalcoholic fatty liver disease. Asia Pacific Journal of Clinical Nutrition 2020;29(3):483-90.
Cheng 2017 {published data only}
    1. Cheng S, Ge J, Zhao C, Le S, Yang Y, Ke D, et al. Effect of aerobic exercise and diet on liver fat in pre-diabetic patients with non-alcoholic-fatty-liver-disease: a randomized controlled trial. Scientific Reports 2017;7(1):15952.
    1. Cheng S, Ge J, Zhao C, Wiklund P, Le S, Yang Y, et al. Effects of aerobic exercise and diet intervention on glycaemic control and liver fat content in men and women aged 50-65 years with prediabetes and non-alcoholic fatty liver disease: a multicentre, randomised controlled trial. Lancet Diabetes and Endocrinology 2016;4(Spec 3):S7.
    1. Liu WY, Lu DJ, Du XM, Sun JQ, Ge J, Wang RW, et al. Effect of aerobic exercise and low carbohydrate diet on pre-diabetic non-alcoholic fatty liver disease in postmenopausal women and middle aged men--the role of gut microbiota composition: study protocol for the AELC randomized controlled trial. BMC Public Health 2014;14:48.
Cuthbertson 2016 {published data only}
    1. Cuthbertson DJ, Shojaee-Moradie F, Sprung VS, Jones H, Pugh CJ, Richardson P, et al. Dissociation between exercise-induced reduction in liver fat and changes in hepatic and peripheral glucose homoeostasis in obese patients with non-alcoholic fatty liver disease. Clinical Science 2016;130(2):93-104.
    1. Shojaee-Moradie F, Cuthbertson DJ, Barrett M, Jackson NC, Herring R, Thomas EL, et al. Exercise training reduces liver fat and increases rates of VLDL clearance but not VLDL production in NAFLD. Journal of Clinical Endocrinology and Metabolism 2016;101(11):4219-28.
De Luis 2010 {published data only}
    1. De Luis DA, Aller R, Izaola O, Gonzalez Sagrado M, Conde R. Effect of two different hypocaloric diets in transaminases and insulin resistance in nonalcoholic fatty liver disease and obese patients. Nutricion Hospitalaria 2010;25(5):730-5.
De Piano 2012 {published data only}
    1. De Piano A, De Mello M, Sanches P, Silva P, Campos R, Carnier J, et al. Long-term effects of aerobic plus resistance training on the adipokines and neuropeptides in NAFLD obese adolescents. Obesity Facts 2012;5:187.
    1. De Piano A, De Mello MT, Sanches Pde L, Da Silva PL, Campos RM, Carnier J, et al. Long-term effects of aerobic plus resistance training on the adipokines and neuropeptides in nonalcoholic fatty liver disease obese adolescents. European Journal of Gastroenterology & Hepatology 2012;24(11):1313-24.
Dong 2016 {published data only}
    1. Dong F, Zhang Y, Huang Y, Wang Y, Zhang G, Hu X, et al. Long-term lifestyle interventions in middle-aged and elderly men with nonalcoholic fatty liver disease: a randomized controlled trial. Scientific Reports 2016;6:36783.
Dynnyk 2016 {published data only}
    1. Dynnyk N, Svintsitsky A, Solovyova G, Bogomaz V, Baka O, Gurbych O, et al. Physical activity reduce hepatic apoptosis in patients with non-alcoholic fatty liver disease and visceral obesity. Journal of Hepatology 2016;64(2 Suppl 1):S491.
Eckard 2013 {published data only}
    1. Eckard C, Cole R, Lockwood J, Torres DM, Williams CD, Shaw JC, et al. Prospective histopathologic evaluation of lifestyle modification in nonalcoholic fatty liver disease: a randomized trial. Therapeutic Advances in Gastroenterology 2013;6(4):249-59.
    1. Hayward CS, Lockwood J, Williams CD, Cole RE, Torres DM, Harrison SA. Lifestyle modification and NAFLD: a prospective, randomized trial. Hepatology (Baltimore, Md.) 2010;52(Suppl S1):622a.
Goss 2020 {published data only}
    1. Dowla S, Pendergrass M, Bolding M, Gower B, Fontaine K, Ashraf A, et al. Effectiveness of a carbohydrate restricted diet to treat non-alcoholic fatty liver disease in adolescents with obesity: trial design and methodology. Contemporary Clinical Trials 2018;68:95-101.
    1. Goss AM, Dowla S, Pendergrass M, Ashraf A, Bolding M, Morrison S, et al. Effects of a carbohydrate-restricted diet on hepatic lipid content in adolescents with non-alcoholic fatty liver disease: a pilot, randomized trial. Pediatric Obesity 2020;15(7):e12630.
Hallsworth 2011 {published data only}
    1. Hallsworth K, Fattakhova G, Hollingsworth K, Thoma C, Moore S, Day CP, et al. Resistance exercise improves liver lipid and glucose control in people with non-alcoholic fatty liver disease. Diabetic Medicine 2011;28:48.
    1. Hallsworth K, Fattakhova G, Hollingsworth KG, Thoma C, Moore S, Day CP, et al. Resistance exercise improves liver fat and glucose control in people with non-alcoholic fatty liver disease. Diabetologia 2011;54:S246-7.
    1. Hallsworth K, Fattakhova G, Hollingsworth KG, Thoma C, Moore S, Taylor R, et al. Resistance exercise reduces liver fat and its mediators in non-alcoholic fatty liver disease independent of weight loss. Gut 2011;60(9):1278-83.
    1. Jakovljevic DG, Hallsworth K, Zalewski P, Thoma C, Klawe JJ, Day CP, et al. Resistance exercise improves autonomic regulation at rest and haemodynamic response to exercise in non-alcoholic fatty liver disease. Clinical Science 2013;125(3):143-9.
Hallsworth 2015 {published data only}
    1. Hallsworth K, Hollingsworth KG, Thoma C, Jakovljevic D, MacGowan GA, Anstee QM, et al. Cardiac function improves following high intensity intermittent exercise in adults with non-alcoholic fatty liver disease. Diabetic Medicine 2013;30:38.
    1. Hallsworth K, Thoma C, Hollingsworth KG, Cassidy S, Anstee QM, Day CP, et al. Modified high-intensity interval training reduces liver fat and improves cardiac function in non-alcoholic fatty liver disease: a randomized controlled trial. Clinical Science 2015;129(12):1097-105.
Hickman 2013 {published data only}
    1. Croci I, Byrne NM, Chachay VS, Hills AP, Clouston AD, O'Moore-Sullivan TM, et al. Independent effects of diet and exercise training on fat oxidation in non-alcoholic fatty liver disease. World Journal of Hepatology 2016;8(27):1137-48.
    1. Hickman I, Byrne N, Croci I, Chachay V, Clouston A, Hills A, et al. A pilot randomised study of the metabolic and histological effects of exercise in non-alcoholic steatohepatitis. Journal of Diabetes & Metabolism 2013;4(8):1000300. [DOI: 10.4172/2155-6156.1000300]
    1. Hickman I, Byrne N, Croci I, Clouston A, Chachay V, Buzzigoli E, et al. The independent effect of exercise on the metabolic and histological features of nonalcoholic fatty liver disease. Obesity Facts 2012;5:26.
Houghton 2017 {published data only}
    1. Houghton D, Thoma C, Hallsworth K, Cassidy S, Hardy T, Burt AD, et al. Exercise reduces liver lipids and visceral adiposity in patients with nonalcoholic steatohepatitis in a randomized controlled trial. Clinical Gastroenterology and Hepatology 2017;15(1):96-102.e3.
    1. Houghton DH, Thoma CT, Cassidy SC, Hallsworth KH, Hollingsworth KG, Taylor RT, et al. Exercise reduces liver fat and improves body composition but not insulin sensitivity or inflammatory markers in non-alcoholic steatohepatitis. Diabetic Medicine 2016;33:157.
Johari 2019 {published data only}
    1. Johari MI, Yusoff K, Haron J, Nadarajan C, Ibrahim KN, Wong MS, et al. A randomised controlled trial on the effectiveness and adherence of modified alternate-day calorie restriction in improving activity of non-alcoholic fatty liver disease. Scientific Reports 2019;9(1):11232.
    1. Johari MI, Yusoff K, Haron J, Nadarajan C, Ibrahim KN, Wong MS, et al. Author correction: a randomised controlled trial on the effectiveness and adherence of modified alternate-day calorie restriction in improving activity of non-alcoholic fatty liver disease. Scientific Reports 2020;10(1):10599.
Kaliora 2016 {published data only}
    1. Kaliora AC, Kokkinos A, Diolintzi A, Stoupaki M, Gioxari A, Kanellos PT, et al. The effect of minimal dietary changes with raisins in NAFLD patients with non-significant fibrosis: a randomized controlled intervention. Food and Function 2016;7(11):4533-44.
Kani 2014 {published data only}
    1. Kani AH, Alavian SM, Esmaillzadeh A, Adibi P, Azadbakht L. Effects of a novel therapeutic diet on liver enzymes and coagulating factors in patients with non-alcoholic fatty liver disease: a parallel randomized trial. Nutrition 2014;30(7-8):814-21.
    1. Kani AH, Alavian SM, Esmaillzadeh A, Adibi P, Haghighatdoost F, Azadbakht L. Effects of a low-calorie, low-carbohydrate soy containing diet on systemic inflammation among patients with nonalcoholic fatty liver disease: a parallel randomized clinical trial. Hormone and Metabolic Research 2017;49(9):687-92.
Katsagoni 2018 {published data only}
    1. Katsagoni CN, Alexopoulou A, Deutsch M, Papadopoulos N, Papageorgiou M, Ioannidou P, et al. Improvement of metabolic syndrome after intervention based on Mediterranean diet in patients with non-alcoholic fatty liver disease (NAFLD): a randomised-controlled clinical trial. Clinical Nutrition 2016;35:S88.
    1. Katsagoni CN, Papatheodoridis GV, Ioannidou P, Deutsch M, Alexopoulou A, Papadopoulos N, et al. Improvements in clinical characteristics of patients with non-alcoholic fatty liver disease, after an intervention based on the Mediterranean lifestyle: a randomised controlled clinical trial. British Journal of Nutrition 2018;120(2):164-75.
Misciagna 2017 {published data only}
    1. Misciagna G, Del Pilar Diaz M, Caramia DV, Bonfiglio C, Franco I, Noviello MR, et al. Effect of a low glycemic index Mediterranean diet on non-alcoholic fatty liver disease. A randomized controlled clinical trial. Journal of Nutrition, Health and Aging 2017;21(4):404-12.
Monica Dinu 2017 {published data only}
    1. Monica Dinu M, Pagliai G, Mangino A, Colombini B, Whittaker A, Casini A, et al. Khorasan wheat products' consumption and non-alcoholic fatty liver disease (NAFLD): a randomized, double-blind trial. European Journal of Preventive Cardiology 2017;24(1 Suppl 1):S22.
Moradi 2020 {published data only}
    1. Moradi B, Rahmati-Ahmadabad S, Farzanegi P, Helalizadeh M, Azarbayjani MA. Effects of non-linear resistance training and curcumin supplementation on the liver biochemical markers levels and structure in older women with non-alcoholic fatty liver disease. Journal of Bodywork and Movement Therapies 2020;24(3):154-60.
NCT01327443 {published data only}
    1. NCT01327443. Exercise versus diet in the treatment of nonalcoholic fatty liver disease. (First received 1 April 2011).
NCT02679417 {published data only}
    1. NCT02679417. The effects of type of exercise in non-alcoholic fatty liver disease. (First received 10 February 2016).
NCT03183193 {published data only}
    1. NCT03183193. Fatty liver in obesity: long-lifestyle follow-up (FLIO). (First received 12 June 2017).
NCT03461562 {published data only}
    1. NCT03461562. Effectiveness of exercise applications on hepatic steatosis and physical fitness in patients with NAFLD. (First received 12 March 2018).
Nikroo 2017 {published data only}
    1. Nikroo H, Attarzade HR, Sima HR, Nematy M. Aerobic exercise along with low-caloric diet is more effective than low-caloric diet alone-in treatment of patients with non alcoholic steatohepatitis. Clinical Biochemistry 2011;44(13 Suppl 1):s17-8.
    1. Nikroo H, Mohammadian M, Nematy M, Sima HR, Hosseini SR. The effect of diet and exercise on improvement of quality of life in patients with nonalcoholic steatohepatitis. Journal of Kerman University of Medical Sciences 2015;22(1):61-72.
    1. Nikroo H, Nematy M, Attarzadeh Hosseini SR, Sima HR, Razmpour F. How does addition of regular aerobic exercises, influence the efficacy of calorie-restricted diet in patients with non-alcoholic steatohepatatis (NASH)? Hepatitis Monthly 2017;17(5):e45339.
Nishimori 2018 {published data only}
    1. Nishimori E, Ogata S, Naka M. Comparison of effects of low-carbohydrate diet and calorie-restricted diet on nonalcoholic fatty liver disease in Japanese patients with type 2 diabetes. Diabetes 2018;67(Suppl 1):A199.
Nourian 2020 {published data only}
    1. Nourian M, Askari G, Golshiri P, Miraghajani M, Shokri S, Arab A. Effect of lifestyle modification education based on health belief model in overweight/obese patients with non-alcoholic fatty liver disease: a parallel randomized controlled clinical trial. Clinical Nutrition ESPEN 2020;38:236-41.
Oh 2017 {published data only}
    1. Oh S, So R, Shida T, Matsuo T, Kim B, Akiyama K, et al. High-intensity aerobic exercise improves both hepatic fat content and stiffness in sedentary obese men with nonalcoholic fatty liver disease. Scientific Reports 2017;7:43029.
Panganiban 2020 {published data only}
    1. Panganiban J, Blondet N, Kozlitina J, Iteld L, Puckett-Perez S, Rodriguez-Baez N, et al. Carbohydrate-restricted diet lowers hepatic triglyceride in obese children and adolescents with non-alcoholic fatty liver disease (NAFLD) and metabolic syndrome (MET-S). Hepatology (Baltimore, Md.) 2020;72(1 Suppl):1046a-7a.
Properzi 2018 {published data only}
    1. Properzi C, O'Sullivan TA, Sherriff JL, Ching H, Jeffrey GP, Tibballs J, et al. Hepatic steatosis is significantly reduced by either a low-fat or a Mediterranean-style diet in patients with non-alcoholic fatty liver disease. Journal of Gastroenterology and Hepatology 2017;32:181.
    1. Properzi C, O'Sullivan TA, Sherriff JL, Ching HL, Jeffrey GP, Buckley RF, et al. Ad libitum Mediterranean and low-fat diets both significantly reduce hepatic steatosis: a randomized controlled trial. Hepatology (Baltimore, Md.) 2018;68(5):1741-54.
    1. Properzi C, Sullivan T, Sherriff J, Adams L, Jeffrey G, Ching H, et al. Ad libitum Mediterranean and low fat diets both significantly reduce hepatic steatosis: a randomized controlled trial. Hepatology International 2018;12(2):S232.
Pugh 2014 {published data only}
    1. Pugh CJ, Cuthbertson DJ, Sprung VS, Kemp GJ, Richardson P, Umpleby AM, et al. Exercise training improves cutaneous microvascular function in nonalcoholic fatty liver disease. American Journal of Physiology - Endocrinology and Metabolism 2013;305(1):e50-8.
    1. Pugh CJ, Spring VS, Kemp GJ, Richardson P, Shojaee-Moradie F, Umpleby AM, et al. Exercise training reverses endothelial dysfunction in nonalcoholic fatty liver disease. American Journal of Physiology - Heart and Circulatory Physiology 2014;307(9):H1298-306.
Ramirez 2016 {published data only}
    1. Ramirez CM, Panganiban JA, Blondet N, Kozlitina J, Barraco R, Flores C, et al. Carbohydrate-restricted diet lowers hepatic triglyceride in obese adolescents with metabolic syndrome and non-alcoholic fatty liver disease. Journal of Pediatric Gastroenterology and Nutrition 2016;63:S44.
    1. Shojaee-Moradie F, Cuthbertson DJ, Kemp GJ, Barrett M, Jackson NC, Batt J, et al. Exercise training alters VLDL TG and apoB metabolism in men with non-alcoholic liver disease (NAFLD). Atherosclerosis 2015;241(1):e103.
Ramon‐Krauel 2013 {published data only}
    1. Ramon-Krauel M, Salsberg SL, Ebbeling CB, Voss SD, Mulkern RV, Apura MM, et al. A low-glycemic-load versus low-fat diet in the treatment of fatty liver in obese children. Childhood Obesity 2013;9(3):252-60.
Rezende 2016 {published data only}
    1. Rezende RE, Duarte SM, Stefano JT, Perandini LA, Dassouki T, Sa-Pinto AL, et al. Impact of aerobic exercise in postmenopausal women with nonalcoholic fatty liver disease: a 24 weeks randomized clinical trial. Journal of Hepatology 2015;62:S724.
    1. Rezende RE, Duarte SM, Stefano JT, Roschel H, Gualano B, De Sa Pinto AL, et al. Randomized clinical trial: benefits of aerobic physical activity for 24 weeks in postmenopausal women with nonalcoholic fatty liver disease. Menopause 2016;23(8):876-83.
Rodriguez‐Hernandez 2011 {published data only}
    1. Rodriguez-Hernandez H, Cervantes-Huerta M, Rodriguez-Moran M, Guerrero-Romero F. Decrease of aminotransferase levels in obese women is related to body weight reduction, irrespective of type of diet. Annals of Hepatology 2011;10(4):486-92.
Roy 2017 {published data only}
    1. Roy K, Iyer U, Shah R, Vaishnav T. Impact of metabolic syndrome targeted lifestyle modification counselling in the management of non-alcoholic fatty liver disease in type 2 diabetics. Endocrine Practice 2017;23(1):7a-8a.
Schattenberg 2017 {published data only}
    1. Schattenberg JM, Schlegel L, Nier A, Huber Y, Galle PR, Bergheim I. Dietary counselling focusing only on fructose consumption improves hepatic inflammation in patients with NAFLD-a prospective, controlled, randomized open-label study (NUCES NASH). Hepatology (Baltimore, Md.) 2017;66(Suppl 1):1106a-7a.
Selezneva 2014 {published data only}
    1. Selezneva K, Kirillova O, Vorozhko I, Isakov VA, Sentsova T. Short-term effect of low-calorie diet (LCD) versus isocalorie diet (ICD) on blood aminotransferases level and lipids profile in patients with non-alcoholic steatohepatitis (NASH). Journal of Hepatology 2014;60(1 Suppl 1):S353.
Shidfar 2018 {published data only}
    1. Shidfar F, Bahrololumi SS, Doaei S, Mohammadzadeh A, Gholamalizadeh M, Mohammadimanesh A. The effects of extra virgin olive oil on alanine aminotransferase, aspartate aminotransferase, and ultrasonographic indices of hepatic steatosis in nonalcoholic fatty liver disease patients undergoing low calorie diet. Canadian Journal of Gastroenterology & Hepatology 2018;2018:1053710.
Sima 2014 {published data only}
    1. Sima HR, Nikroo H, Nematy M, Attarzade-Hosseini SR, Mohammadian-Damasaki M, Rad MP, et al. Effect of aerobic exercise added to calorie-restricted diet on non-alcoholic steatohepatitis, a randomized clinical trial. Gastroenterology 2014;146(5 Suppl 1):S-945.
Sullivan 2012 {published data only}
    1. Sullivan S, Kirk EP, Mittendorfer B, Patterson BW, Klein S. Effect of endurance exercise on nonalcoholic fatty liver disease. Clinical and Translational Science 2012;5(2):154.
    1. Sullivan S, Kirk EP, Mittendorfer B, Patterson BW, Klein S. Randomized trial of exercise effect on intrahepatic triglyceride content and lipid kinetics in nonalcoholic fatty liver disease. Hepatology (Baltimore, Md.) 2012;55(6):1738-45.
Tutino 2018 {published data only}
    1. Franco I, Bianco A, Mirizzi A, Campanella A, Bonfiglio C, Sorino P, et al. Physical activity and low glycemic index Mediterranean diet: Main and modification effects on NAFLD score. Results from a randomized clinical trial. Nutrients 2021;13(1):1-24.
    1. Tutino V, De Nunzio V, Caruso MG, Bonfiglio C, Franco I, Mirizzi A, et al. Aerobic physical activity and a low glycemic diet reduce the AA/EPA ratio in red blood cell membranes of patients with NAFLD. Nutrients 2018;10(9):13.
Wang 2008 {published data only}
    1. Wang CL, Liang L, Fu JF, Zou CC, Hong F, Xue JZ, et al. Effect of lifestyle intervention on non-alcoholic fatty liver disease in Chinese obese children. World Journal of Gastroenterology 2008;14(10):1598-602.
Wang 2016 {published data only}
    1. Wang XG, Huang LH. Therapeutic effect of fasted exercise on nonalcoholic fatty hepatitis. World Chinese Journal of Digestology 2016;24:3417-21.
Wong 2013 {published data only}
    1. Shen J, Wong GL, Chan HL, Chan RS, Chan HY, Chu WC, et al. PNPLA3 gene polymorphism and response to lifestyle modification in patients with nonalcoholic fatty liver disease. Journal of Gastroenterology and Hepatology 2015;30(1):139-46.
    1. Wong VW, Chan RS, Wong GH, Cheung BK, Chu WW, Chan HY, et al. Low glycaemic index dietary intervention for patients with non-alcoholic fatty liver disease in the general population-a randomised controlled trial. Gut 2012;61:A417.
    1. Wong VW, Chan RS, Wong GL, Cheung BH, Chu WC, Yeung DK, et al. Community-based lifestyle modification programme for non-alcoholic fatty liver disease: a randomized controlled trial. Journal of Hepatology 2013;59(3):536-42.
    1. Wong VW, Wong GL, Chan RS, Shu SS, Cheung BH, Li LS, et al. Beneficial effects of lifestyle intervention in non-obese patients with non-alcoholic fatty liver disease. Journal of Hepatology 2018;22:22.
Yao 2018 {published data only}
    1. Yao JL, Meng MM, Yang SN, Li F, Anderson RM, Liu C, et al. Effect of aerobic and resistance exercise on liver enzyme and blood lipids in Chinese patients with nonalcoholic fatty liver disease: a randomized controlled trial. International Journal of Clinical and Experimental Medicine 2018;11(5):4867-74.
Zade 2016 {published data only}
    1. Zade MR, Telkabadi MH, Bahmani F, Salehi B, Farshbaf S, Asemi Z. The effects of dash diet on weight loss and metabolic status in adults with non-alcoholic fatty liver disease: a randomized clinical trial. Liver International 2016;36(4):563-71.
Zelber‐Sagi 2014 {published data only}
    1. Zelber-Sagi S, Buch A, Yeshua H, Vaisman N, Webb M, Harari G, et al. Effect of resistance training on non-alcoholic fatty-liver disease a randomized-clinical trial. World Journal of Gastroenterology 2014;20(15):4382-92.
Zhang 2016 {published data only}
    1. Zhang H, Pan LL, Ma ZM, Chen Z, Lu Y, Li XY. The long-term effect of exercise intervention on improving fatty liver and cardiovascular risk factors in obese adults: a one-year follow-up study. Diabetologia 2016;1(Suppl 1):S150.
    1. Zhang HJ, He J, Pan LL, Ma ZM, Han CK, Chen CS, et al. Effects of moderate and vigorous exercise on nonalcoholic fatty liver disease: a randomized clinical trial. JAMA Internal Medicine 2016;176(8):1074-82.
    1. Zhang HJ, Pan LL, Ma ZM, Chen Z, Huang ZF, Sun Q, et al. Long-term effect of exercise on improving fatty liver and cardiovascular risk factors in obese adults: a 1-year follow-up study. Diabetes, Obesity and Metabolism 2017;19(2):284-9.
References to studies excluded from this review Aller 2014 {published data only}
    1. Aller R, De Luis DA, Izaola O, De la Fuente B, Bachiller R. Effect of a high monounsaturated vs high polyunsaturated fat hypocaloric diets in nonalcoholic fatty liver disease. European Review for Medical and Pharmacological Sciences 2014;18(7):1041-7.
An 2015 {published data only}
    1. An YM, Jun DW, Lee SM. Development and application of low-carbohydrates and low-simple sugar nutrition education materials for non-alcoholic fatty liver disease patients. Clinical Nutrition Research 2015;4(4):250-8.
Arefhosseini 2011 {published data only}
    1. Arefhosseini SR, Ebrahimi-Mameghani M, Farsad Naeimi A, Khoshbaten M, Rashid J. Lifestyle modification through dietary intervention: health promotion of patients with non-alcoholic fatty liver disease. Health Promotion Perspectives 2011;1(2):147-54.
Austin 2020 {published data only}
    1. Austin PW, Nachum R, Jackson K, Escheik C, Duric Z, Weinstein AA, et al. Personalized intervention increases free-living physical activity in sedentary individuals with nonalcoholic fatty liver disease (NAFLD). Hepatology (Baltimore, Md.) 2020;72(1 Suppl):986a.
Baldry 2017 {published data only}
    1. Baldry E, Aithal GP, Kaye P, Idris I, Leeder P, Bennett A, et al. Effects of short term very low energy diets prior to bariatric surgery on liver histology and circulating biomarkers: results of a randomised controlled trial (RCT). Journal of Hepatology 2015;62:S716.
    1. Baldry EL, Aithal GP, Idris I, Kaye P, Leeder P, Bennett A, et al. Effects of short-term energy restriction prior to bariatric surgery on liver fat, inflammation and systemic metabolic parameters. Diabetic Medicine 2015;32:52.
    1. Baldry EL, Aithal GP, Kaye P, Idris IR, Bennett A, Leeder PC, et al. Effects of short-term energy restriction on liver lipid content and inflammatory status in severely obese adults: results of a randomized controlled trial using 2 dietary approaches. Diabetes, Obesity and Metabolism 2017;19(8):1179-83.
Dela Cruz 2012 {published data only}
    1. Dela Cruz R, Mappala HT. The efficacy of ursodeoxycholic acid, probiotics vs. diet and exercise in the treatment of NAFLD: an open-labelled prospective randomized trial. Journal of Gastroenterology and Hepatology 2012;27:223.
Dorosti 2020 {published data only}
    1. Dorosti M, Heidarloo AJ, Bakhshimoghaddam F, Alizadeh M. Whole-grain consumption and its effects on hepatic steatosis and liver enzymes in patients with non-alcoholic fatty liver disease: a randomised controlled clinical trial. British Journal of Nutrition 2020;123(3):328-36.
Dynnyk 2017 {published data only}
    1. Dynnyk N, Svintsitsky A, Solovyova G, Baka O, Chernyavskyi V, Yarmenchuk I, et al. Changing eating behavior by motivational and controlled program during 12 weeks reduce weight, cytokeratin 18 levels and steatosis in patient with NAFLD. Journal of Hepatology 2017;66(1 Suppl 1):S427.
Haidari 2020 {published data only}
    1. Haidari F, Hojhabrimanesh A, Helli B, Seyedian SS, Ahmadi-Angali K, Abiri B. A hypocaloric high-protein diet supplemented with beta-cryptoxanthin improves non-alcoholic fatty liver disease: a randomized controlled trial. BMC Gastroenterology 2020;20(1):349.
    1. Haidari F, Hojhabrimanesh A, Helli B, Seyedian SS, Ahmadi-Angali K. An energy-restricted high-protein diet supplemented with beta-cryptoxanthin alleviated oxidative stress and inflammation in nonalcoholic fatty liver disease: a randomized controlled trial. Nutrition Research 2020;73:15-26.
Lim 2020 {published data only}
    1. Lim SL, Johal J, Ong KW, Han CY, Chan YH, Lee YM, et al. Lifestyle intervention enabled by mobile technology on weight loss in patients with nonalcoholic fatty liver disease: randomized controlled trial. JMIR MHealth and UHealth 2020;8(4):e14802.
Marin‐Alejandre 2021 {published data only}
    1. Marin-Alejandre BA, Abete I, Cantero I, Galarregui C, Elorz M, Tur JA, et al. Depressive symptoms and liver fat in subjects with nonalcoholic fatty liver disease after 6-month weight loss intervention: The FLIO study. Proceedings of the Nutrition Society 2020;79(Oce2):E373.
    1. Marin-Alejandre BA, Cantero I, Perez-Diaz-Del-Campo N, Monreal JI, Elorz M, Herrero JI, et al. Effects of two personalized dietary strategies during a 2-year intervention in subjects with nonalcoholic fatty liver disease: a randomized trial. Liver International 2021 February 7 [Online ahead of print]. [DOI: doi: 10.1111/liv.14818]
Nath 2020 {published data only}
    1. Nath P, Panigrahi MK, Sahu MK, Narayan J, Sahoo RK, Patra AA, et al. Effect of exercise on NAFLD and its risk factors: comparison of moderate versus low intensity exercise. Journal of Clinical & Translational Hepatology 2020;8(2):120-6.
NCT04193982 {published data only}
    1. NCT04193982. An investigator initiated prospective, four arms randomized comparative study of efficacy and safety of saroglitazar, vitamin E and life style modification in patients with nonalcoholic fatty liver disease (NAFLD)/ non-alcoholic steatohepatitis (NASH). (First posted 11 December 2019).
NCT04383951 {published data only}
    1. NCT04383951. Safety and efficacy of ketogenic diet for promoting weight loss in obese individuals with compensated NASH cirrhosis. (First posted 12 May 2020).
NCT04520724 {published data only}
    1. NCT04520724. Functional roll for non-alcoholic fatty liver disease. (First posted 20 August 2020).
Negri 2020 {published data only}
    1. Negri R, Trinchese G, Carbone F, Caprio MG, Stanzione G, Di Scala C, et al. Randomised clinical trial: calorie restriction regimen with tomato juice supplementation ameliorates oxidative stress and preserves a proper immune surveillance modulating mitochondrial bioenergetics of t-lymphocytes in obese children affected by non-alcoholic fatty liver disease (NAFLD). Journal of Clinical Medicine 2020;9(1):141.
Nigam 2014 {published data only}
    1. Nigam P, Bhatt S, Misra A, Chadha DS, Vaidya M, Dasgupta J, et al. Effect of a 6-month intervention with cooking oils containing a high concentration of monounsaturated fatty acids (olive and canola oils) compared with control oil in male Asian Indians with nonalcoholic fatty liver disease. Diabetes Technology & Therapeutics 2014;16(4):255-61.
Nobili 2008 {published data only}
    1. Nobili V, Manco M, Devito R, Di Ciomm V, Comparcola D, Sartorelh MP, et al. Lifestyle intervention and antioxidant therapy in children with nonalcoholic fatty liver disease: a randomized, controlled trial. Hepatology (Baltimore, Md.) 2008;48(1):119-28.
    1. Nobili V, Manco M, DeVito R, PietroBattista A, Comparcola D, Sartorelli MR, et al. Lifestyle intervention and antioxidants in children with nonalcoholic fatty liver disease: a randomized, controlled trial. Gastroenterology 2008;134(4):a781.
Promrat 2010 {published data only}
    1. Promrat K, Kleiner DE, Niemeier HM, Jackvony E, Kearns M, Wands JR, et al. Randomized controlled trial testing the effects of weight loss on nonalcoholic steatohepatitis. Hepatology (Baltimore, Md.) 2010;51(1):121-9.
    1. Promrat K, Kleiner DE, Niemeier HM, Jackvony E, Kearns M, Wands JR. Randomized controlled trial testing the effects of weight loss on nonalcoholic steatohepatitis (NASH). Hepatology (Baltimore, Md.) 2008;48(4 Suppl):802a.
Rezaei 2019 {published data only}
    1. Rezaei S, Akhlaghi M, Sasani MR, Barati Boldaji R. Olive oil lessened fatty liver severity independent of cardiometabolic correction in patients with non-alcoholic fatty liver disease: a randomized clinical trial. Nutrition 2019;57:154-61.
Ristic‐Medic 2020 {published data only}
    1. Ristic-Medic D, Kovacic M, Takic M, Arsic A, Petrovic S, Paunovic M, et al. Calorie-restricted Mediterranean and low-fat diets affect fatty acid status in individuals with nonalcoholic fatty liver disease. Nutrients 2020;13(1):23.
Ryan 2013 {published data only}
    1. Ryan MC, Itsiopoulos C, Thodis T, Ward G, Trost N, Hofferberth S, et al. The Mediterranean diet improves hepatic steatosis and insulin sensitivity in individuals with non-alcoholic fatty liver disease. Journal of Hepatology 2013;59(1):138-43.
Schweinlin 2018 {published data only}
    1. Schweinlin A, Ulbrich S, Staubeta S, Teutsch M, Walle H, Basrai M, et al. Comparison of a commercially available, formula-based nutritional therapy enriched with oats fiber with a non-formula isocaloric therapy to treat non-alcoholic fatty liver disease (NAFLD) - a randomized, controlled intervention trial. Zeitschrift fur Gastroenterologie 2018;56(10):1247-56.
Simons 2021 {published data only}
    1. Simons N, Veeraiah P, Simons P, Schaper NC, Kooi ME, Schrauwen-Hinderling VB, et al. Effects of fructose restriction on liver steatosis (fruitless); a double-blind randomized controlled trial. American Journal of Clinical Nutrition 2021;113(2):391-400.
St George 2009 {published data only}
    1. St George A, Bauman A, Johnston A, Farrell G, Chey T, George J. Independent effects of physical activity in patients with nonalcoholic fatty liver disease. Hepatology (Baltimore, Md.) 2009;50(1):68-76.
Sun 2012 {published data only}
    1. Sun WH, Song MQ, Jiang CQ, Xin YN, Ma JL, Liu YX, et al. Lifestyle intervention in non-alcoholic fatty liver disease in Chengyang district, Qingdao, China. World Journal of Hepatology 2012;4(7):224-30.
TCTR20200411004 {published data only}
    1. TCTR20200411004. Text messaging intervention and weight loss in patients with non-alcoholic fatty liver disease: a randomized controlled study. (First received 11 April 2020).
Vilar Gomez 2009 {published data only}
    1. Vilar Gomez E, Rodriguez De Miranda A, Gra Oramas B, Arus Soler E, Llanio Navarro R, Calzadilla Bertot L, et al. Clinical trial: a nutritional supplement Viusid, in combination with diet and exercise, in patients with nonalcoholic fatty liver disease. Alimentary Pharmacology & Therapeutics 2009;30(10):999-1009.
Whyte 2020 {published data only}
    1. Whyte MB, Shojaee-Moradie F, Sharaf SE, Cuthbertson DJ, Kemp GJ, Barrett M, et al. HDL-apoA-I kinetics in response to 16 wk of exercise training in men with nonalcoholic fatty liver disease. American Journal of Physiology - Endocrinology and Metabolism 2020;318(6):E839-47.
References to studies awaiting assessment Bahrololumi 2014 {published data only}
    1. Bahrololumi S, Shidfar F, Jazayeri S, Taghvaie T. The effects of virgin olive oil-rich diet on fasting serum glucose and lipid profile in non alcoholic fatty liver patients with weight loss diet. Iranian Journal of Endocrinology and Metabolism 2014;15(6):527-37.
Grove 2020 {published data only}
    1. Grove J, Vijay A, Astbury S, Simpson L, Bawden S, Leena KB, et al. Effect of low glycemic index carbohydrate consumption in non-alcoholic fatty liver disease: a community-based pilot randomised controlled trial and mechanistic study. Hepatology (Baltimore, Md.) 2020;72(1 Suppl):369a.
Jia 2018 {published data only}
    1. Jia GY, Han T, Gao L, Wang L, Wang SC, Yang L, et al. Effect of aerobic exercise and resistance exercise in improving non-alcoholic fatty liver disease: a randomized controlled trial. Chung Hua Kan Tsang Ping Tsa Chih 2018;26(1):34-41.
References to ongoing studies IRCT20100524004010N31 {published data only}
    1. IRCT20100524004010N31. Evaluation of the effects of Fasting Mimicking Diet (FMD) on lipid profile, glycemic, inflammatory and histologic indices in Non-Alcoholic Fatty Liver (NAFLD). (First received 19 August 2020).
NCT03354247 {published data only}
    1. NCT03354247. Lifestyle Intervention in Fatty Liver (NAFLD) (FOIEGRAS). (First received 27 November 2017).
NCT03518294 {published data only}
    1. NCT03518294. Nash fitness intervention in thrombosis trial (NASHFit). (First received 8 May 2018).
    1. Stine JG, Schreibman I, Navabi S, Kang M, Dahmus J, Soriano C, et al. Nonalcoholic steatohepatitis Fitness Intervention in Thrombosis (NASHFit): study protocol for a randomized controlled trial of a supervised aerobic exercise program to reduce elevated clotting risk in patients with NASH. Contemporary Clinical Trials Communications 2020;18:100560.
NCT04283942 {published data only}
    1. NCT04283942. Effect of intermittent calorie restriction on NAFLD patients with disorders of glucose metabolism. (First received 25 February 2020).
NCT04355910 {published data only}
    1. NCT04355910. Intermittent fasting in nonalcoholic fatty liver disease. (First received 21 April 2020).
NCT04369521 {published data only}
    1. NCT04369521. Evaluation of the effects of a low free sugar diet in patients with nonalcoholic fatty liver disease. (First received 30 April 2020).
NCT04440540 {published data only}
    1. NCT04440540. Alternation of non-alcoholic fatty liver disease (NAFLD) and cardiovascular risks after liftestyle modification: a ultrasound attenuation imaging-based study. (First received 19 June 2020).
Additional references Abdelmalek 2007
    1. Abdelmalek MF, Diehl AM. Nonalcoholic fatty liver disease as a complication of insulin resistance. Medical Clinics of North America 2007;91(6):1125-49, ix.
Abenavoli 2013
    1. Abenavoli L, Bellentani S. Milk thistle to treat non-alcoholic fatty liver disease: dream or reality? Expert Review of Gastroenterology & Hepatology 2013;7(8):677-9.
Abenavoli 2015
    1. Abenavoli L, Greco M, Nazionale I, Peta V, Milic N, Accattato F, et al. Effects of Mediterranean diet supplemented with silybin-vitamin E-phospholipid complex in overweight patients with non-alcoholic fatty liver disease. Expert Review of Gastroenterology & Hepatology 2015;9(4):519-27.
Adams 2005
    1. Adams LA, Lymp JF, St Sauver J, Sanderson SO, Lindor KD, Feldstein A, et al. The natural history of nonalcoholic fatty liver disease: a population-based cohort study. Gastroenterology 2005;129(1):113-21.
Adorini 2012
    1. Adorini L, Pruzanski M, Shapiro D. Farnesoid X receptor targeting to treat nonalcoholic steatohepatitis. Drug Discovery Today 2012;17(17-18):988-97.
Alberti 2009
    1. Alberti KG, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI, Donato KA, et al. Harmonizing the metabolic syndrome: a joint interim statement of the International Diabetes Federation Task Force on Epidemiology and Prevention; National Heart, Lung, and Blood Institute; American Heart Association; World Heart Federation; International Atherosclerosis Society; and International Association for the Study of Obesity. Circulation 2009;120(16):1640-5.
Al‐Muzafar 2017
    1. Al-Muzafar HM, Amin KA. Probiotic mixture improves fatty liver disease by virtue of its action on lipid profiles, leptin, and inflammatory biomarkers. BMC Complementary and Alternative Medicine 2017;17(1):43.
Anderson 2015
    1. Anderson EL, Howe LD, Jones HE, Higgins JP, Lawlor DA, Fraser A. The prevalence of non-alcoholic fatty liver disease in children and adolescents: a systematic review and meta-analysis. PLOS One 2015;10(10):e0140908. [PMID: ]
Angulo 2002
    1. Angulo P. Nonalcoholic fatty liver disease. New England Journal of Medicine 2002;346(16):1221-31.
Angulo 2015
    1. Angulo P, Kleiner DE, Dam-Larsen S, Adams LA, Bjornsson ES, Charatcharoenwitthaya P, et al. Liver fibrosis, but no other histologic features, is associated with long-term outcomes of patients with nonalcoholic fatty liver disease. Gastroenterology 2015;149(2):389-97.e10.
Anstee 2012
    1. Anstee QM, Day CP. S-adenosylmethionine (SAMe) therapy in liver disease: a review of current evidence and clinical utility. Journal of Hepatology 2012;57(5):1097-109.
Ballestri 2016
    1. Ballestri S, Zona S, Targher G, Romagnoli D, Baldelli E, Nascimbeni F, et al. Nonalcoholic fatty liver disease is associated with an almost twofold increased risk of incident type 2 diabetes and metabolic syndrome. Evidence from a systematic review and meta-analysis. Journal of Gastroenterology and Hepatology 2016;31(5):936-44.
Barritt 2017
    1. Barritt AS 4th, Gitlin N, Klein S, Lok AS, Loomba R, Malahias L, et al. Design and rationale for a real-world observational cohort of patients with nonalcoholic fatty liver disease: The TARGET-NASH study. Contemporary Clinical Trials 2017;61:33-8.
Bedogni 2005
    1. Bedogni G, Miglioli L, Masutti F, Tiribelli C, Marchesini G, Bellentani S. Prevalence of and risk factors for nonalcoholic fatty liver disease: the Dionysos nutrition and liver study. Hepatology (Baltimore, Md.) 2005;42(1):44-52.
Bedogni 2007
    1. Bedogni G, Miglioli L, Masutti F, Castiglione A, Croce LS, Tiribelli C, et al. Incidence and natural course of fatty liver in the general population: the Dionysos study. Hepatology (Baltimore, Md.) 2007;46(5):1387-91.
Bernsmeier 2015
    1. Bernsmeier C, Weisskopf DM, Pflueger MO, Mosimann J, Campana B, Terracciano L, et al. Sleep disruption and daytime sleepiness correlating with disease severity and insulin resistance in non-alcoholic fatty liver disease: a comparison with healthy controls. PLOS One 2015;10(11):e0143293.
Best 2018
    1. Best LM, Freeman S, Sutton AJ, Hawkins N, Tsochatzis E, Gurusamy KS. Treatment for hepatorenal syndrome in people with decompensated liver cirrhosis: a network meta-analysis. Cochrane Database of Systematic Reviews 2018, Issue 9. Art. No: CD013103. [DOI: 10.1002/14651858.CD013103]
Brignardello‐Petersen 2018
    1. Brignardello-Petersen R, Bonner A, Alexander PE, Siemieniuk RA, Furukawa TA, Rochwerg B, et al. Advances in the GRADE approach to rate the certainty in estimates from a network meta-analysis. Journal of Clinical Epidemiology 2018;93:36-44. [PMID: ]
Brunt 2011
    1. Brunt EM, Kleiner DE, Wilson LA, Belt P, Neuschwander-Tetri BA, NASH Clinical Research Network (CRN). Nonalcoholic fatty liver disease (NAFLD) activity score and the histopathologic diagnosis in NAFLD: distinct clinicopathologic meanings. Hepatology (Baltimore, Md.) 2011;53(3):810-20.
Buzzetti 2016
    1. Buzzetti E, Pinzani M, Tsochatzis EA. The multiple-hit pathogenesis of non-alcoholic fatty liver disease (NAFLD). Metabolism: Clinical and Experimental 2016;65(8):1038-48.
Cavero‐Redono 2020
    1. Cavero-Redondo I, Martinez-Vizcaino V, Fernandez-Rodriguez R, Saz-Lara A, Pascual-Morena C, Álvarez-Bueno C. Effect of behavioral weight management interventions using lifestyle mHealth self-monitoring on weight loss: a systematic review and meta-analysis. Nutrients 2020;12(7):1977.
Cerovic 2013
    1. Cerovic I, Mladenovic D, Jesic R, Naumovic T, Brankovic M, Vucevic D, et al. Alcoholic liver disease/nonalcoholic fatty liver disease index: distinguishing alcoholic from nonalcoholic fatty liver disease. European Journal of Gastroenterology & Hepatology 2013;25(8):899-904.
Chaimani 2012
    1. Chaimani A, Salanti G. Using network meta-analysis to evaluate the existence of small-study effects in a network of interventions. Research Synthesis Methods 2012;3(2):161-76.
Chaimani 2013
    1. Chaimani A, Higgins JP, Mavridis D, Spyridonos P, Salanti G. Graphical tools for network meta-analysis in STATA. PLOS One 2013;8(10):e76654.
Chalasani 2012
    1. Chalasani N, Younossi Z, Lavine JE, Diehl AM, Brunt EM, Cusi K, et al. 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 (Baltimore, Md.) 2012;55(6):2005-23.
Chan 2013
    1. Chan AW, Tetzlaff JM, Altman DG, Laupacis A, Gøtzsche PC, Krleza-Jeric K, et al. SPIRIT 2013 statement: defining standard protocol items for clinical trials. Annals of Internal Medicine 2013;158(3):200-7.
Cholankeril 2017
    1. Cholankeril G, Wong RJ, Hu M, Perumpail RB, Yoo ER, Puri P, et al. Liver transplantation for nonalcoholic steatohepatitis in the US: temporal trends and outcomes. Digestive Diseases and Sciences 2017;62(10):2915-22.
Clearfield 2021
    1. Clearfield E, Miller V, Nadglowski J, Barradas K, Al Naber J, Sanyal AJ, et al. coreNASH: multi-stakeholder consensus on core outcomes for decision making about nonalcoholic steatohepatitis treatment. Hepatology Communications 2021 February 12 [Epud ahead of print]. [DOI: 10.1002/hep4.1678]
Cochrane Scientific Committee 2018
    1. Cochrane Scientific Committee. Should Cochrane apply error-adjustment methods when conducting repeated meta-analyses? 2018 (accessed 9 April 2021).
Conlon 2013
    1. Conlon BA, Beasley JM, Aebersold K, Jhangiani SS, Wylie-Rosett J. Nutritional management of insulin resistance in nonalcoholic fatty liver disease (NAFLD). Nutrients 2013;5(10):4093-114.
Cowie 2017
    1. Cowie MR, Blomster JI, Curtis LH, Duclaux S, Ford I, Fritz F, et al. Electronic health records to facilitate clinical research. Clinical Research in Cardiology 2017;106(1):1-9.
Dam‐Larsen 2005
    1. Dam-Larsen S, Franzmann MB, Christoffersen P, Larsen K, Becker U, Bendtsen F. Histological characteristics and prognosis in patients with fatty liver. Scandinavian Journal of Gastroenterology 2005;40(4):460-7.
Dassanayake 2009
    1. Dassanayake AS, Kasturiratne A, Rajindrajith S, Kalubowila U, Chakrawarthi S, De Silva AP, et al. Prevalence and risk factors for non-alcoholic fatty liver disease among adults in an urban Sri Lankan population. Journal of Gastroenterology and Hepatology 2009;24(7):1284-8.
Dias 2012a
    1. Dias S, Sutton AJ, Welton NJ, Ades AE. NICE DSU technical support document 3: heterogeneity: subgroups, meta-regression, bias and bias-adjustment, September 2011 (last updated April 2012). (accessed 12 February 2021).
Dias 2012b
    1. Dias S, Welton NJ, Sutton AJ, Ades AE. NICE DSU technical support document 1: introduction to evidence synthesis for decision making, April 2011 (last updated April 2012). (accessed 12 February 2021).
Dias 2014
    1. Dias S, Welton NJ, Sutton AJ, Caldwell DM, Lu G, Ades AE. NICE DSU technical support document 4: inconsistency in networks of evidence based on randomised controlled trials, May 2011 (last updated April 2014). (accessed 12 February 2021).
Dias 2016
    1. Dias S, Welton NJ, Sutton AJ, Ades AE. NICE DSU technical support document 2: a generalised linear modelling framework for pairwise and network meta-analysis of randomised controlled trials, August 2011 (last updated September 2016). (accessed 12 February 2021).
Edgeworth 1887
    1. Edgeworth FY. On observations relating to several quantities. Hermathena 1887;6(13):279-285.
Ekstedt 2015
    1. Ekstedt M, Hagström H, Nasr P, Fredrikson M, Stål P, Kechagias S, et al. Fibrosis stage is the strongest predictor for disease-specific mortality in NAFLD after up to 33 years of follow-up. Hepatology (Baltimore, Md.) 2015;61(5):1547-54.
Eslam 2019
    1. Eslam M, Sanyal AJ, George J. Toward more accurate nomenclature for fatty liver diseases. Gastroenterology 2019;157(3):590-3.
EuroQol 2018
    1. EuroQol. EQ-5D Instruments | About EQ-5D, 2018. (accessed 12 February 2021).
Fleischman 2014
    1. Fleischman MW, Budoff M, Zeb I, Li D, Foster T. NAFLD prevalence differs among Hispanic subgroups: the multi-ethnic study of atherosclerosis. World Journal of Gastroenterology 2014;20(17):4987-93.
Gurusamy 2019
    1. Gurusamy K, Walmsley M, Davidson BR, Frier C, Fuller B, Madden A, et al. Top research priorities in liver and gallbladder disorders in the United Kingdom. BMJ Open 2019;9(3):e025045.
Guyatt 2011
    1. Guyatt G, Oxman AD, Akl EA, Kunz R, Vist G, Brozek J, et al. GRADE guidelines: 1. Introduction - GRADE evidence profiles and summary of findings tables. Journal of Clinical Epidemiology 2011;64(4):383-94.
Hardy 2020
    1. Hardy T, Wonders K, Younes R, Aithal GP, Aller R, Allison M, et al. The European NAFLD Registry: a real-world longitudinal cohort study of nonalcoholic fatty liver disease. Contemporary Clinical Trials 2020;98:106175.
Hernaez 2011
    1. Hernaez R, Lazo M, Bonekamp S, Kamel I, Brancati FL, Guallar E, et al. Diagnostic accuracy and reliability of ultrasonography for the detection of fatty liver: a meta-analysis. Hepatology (Baltimore, Md.) 2011;54(3):1082-90.
Higgins 2011
    1. Higgins JP, Green S (editors). Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0 (updated March 2011). The Cochrane Collaboration, 2011. Available from .
Higgins 2012
    1. Higgins JP, Jackson D, Barrett JK, Lu G, Ades AE, White IR. Consistency and inconsistency in network meta-analysis: concepts and models for multi-arm studies. Research Synthesis Methods 2012;3(2):98-110.
Hutton 2015
    1. Hutton B, Salanti G, Caldwell DM, Chaimani A, Schmid CH, Cameron C, et al. The PRISMA extension statement for reporting of systematic reviews incorporating network meta-analyses of health care interventions: checklist and explanations. Annals of Internal Medicine 2015;162(11):777-84.
ICH‐GCP 1997
    1. International Conference on Harmonisation Expert Working Group. International Conference on Harmonisation of Technical Requirements for Registration of Pharmaceuticals for Human Use. ICH Harmonised Tripartite Guideline. Guideline for Good Clinical Practice CFR & ICH Guidelines. Vol. 1. Philadelphia (PA): Barnett International/PAREXEL, 1997.
Jackson 2014
    1. Jackson D, Barrett JK, Rice S, White IR, Higgins JP. A design-by-treatment interaction model for network meta-analysis with random inconsistency effects. Statistics in Medicine 2014;33(21):3639-54.
James 2015
    1. James S, Rao SV, Granger CB. Registry-based randomized clinical trials--a new clinical trial paradigm. Nature Reviews. Cardiology 2015;12(5):312-6.
Kamath 2001
    1. Kamath PS, Wiesner RH, Malinchoc M, Kremers W, Therneau TM, Kosberg CL, et al. A model to predict survival in patients with end-stage liver disease. Hepatology (Baltimore, Md.) 2001;33(2):464-70. [PMID: ]
Kjaergard 2001
    1. Kjaergard LL, Villumsen J, Gluud C. Reported methodologic quality and discrepancies between large and small randomized trials in meta-analyses. Annals of Internal Medicine 2001;135(11):982-9.
Koehler 2012
    1. Koehler EM, Schouten JN, Hansen BE, Van Rooij FJ, Hofman A, Stricker BH, et al. Prevalence and risk factors of non-alcoholic fatty liver disease in the elderly: results from the Rotterdam study. Journal of Hepatology 2012;57(6):1305-11.
Komolafe 2021
    1. Komolafe O, Buzzetti E, Linden A, Best LM, Madden AM, Roberts D, et al. Nutritional supplementation for nonalcohol-related fatty liver disease: a network meta-analysis. Cochrane Database of Systematic Reviews Under editorial. Art. No: CD013157. [DOI: 10.1002/14651858.CD013157]
Lazo 2013
    1. Lazo M, Hernaez R, Eberhardt MS, Bonekamp S, Kamel I, Guallar E, et al. Prevalence of nonalcoholic fatty liver disease in the United States: the Third National Health and Nutrition Examination Survey, 1988-1994. American Journal of Epidemiology 2013;178(1):38-45.
Li 2014
    1. Li Z, Xue J, Chen P, Chen L, Yan S, Liu L. Prevalence of nonalcoholic fatty liver disease in mainland of China: a meta-analysis of published studies. Journal of Gastroenterology and Hepatology 2014;29(1):42-51.
Li 2015
    1. Li YH, Yang LH, Sha KH, Liu TG, Zhang LG, Liu XX. Efficacy of poly-unsaturated fatty acid therapy on patients with nonalcoholic steatohepatitis. World Journal of Gastroenterology 2015;21(22):7008-13.
Lombardi 2017
    1. Lombardi R, Onali S, Thorburn D, Davidson BR, Gurusamy KS, Tsochatzis E. Pharmacological interventions for non-alcohol related fatty liver disease (NAFLD). Cochrane Database of Systematic Reviews 2017, Issue 3. Art. No: CD011640. [DOI: 10.1002/14651858.CD011640.pub2]
Lonardo 2015
    1. Lonardo A, Bellentani S, Argo CK, Ballestri S, Byrne CD, Caldwell SH, et al. Epidemiological modifiers of non-alcoholic fatty liver disease: focus on high-risk groups. Digestive and Liver Disease 2015;47(12):997-1006.
Lu 2006
    1. Lu G, Ades AE. Assessing evidence inconsistency in mixed treatment comparisons. Journal of the American Statistical Association 2006;101(474):447-59.
Mann 2018
    1. Mann JP, Vreugdenhil A, Socha P, Janczyk W, Baumann U, Rajwal S, et al. European paediatric non-alcoholic fatty liver disease registry (EU-PNAFLD): design and rationale. Contemporary Clinical Trials 2018;75:67-71.
Mills 2012
    1. Mills EJ, Ioannidis JP, Thorlund K, Schünemann HJ, Puhan MA, Guyatt GH. How to use an article reporting a multiple treatment comparison meta-analysis. JAMA 2012;308(12):1246-53.
Mofidi 2017
    1. Mofidi F, Poustchi H, Yari Z, Nourinayyer B, Merat S, Sharafkhah M, et al. Synbiotic supplementation in lean patients with non-alcoholic fatty liver disease: a pilot, randomised, double-blind, placebo-controlled, clinical trial. British Journal of Nutrition 2017;117(5):662-8.
Moher 1998
    1. Moher D, Pham B, Jones A, Cook DJ, Jadad AR, Moher M, et al. Does quality of reports of randomised trials affect estimates of intervention efficacy reported in meta-analyses? Lancet 1998;352(9128):609-13.
Nabavi 2014
    1. Nabavi S, Rafraf M, Somi MH, Homayouni-Rad A, Asghari-Jafarabadi M. Effects of probiotic yogurt consumption on metabolic factors in individuals with nonalcoholic fatty liver disease. Journal of Dairy Science 2014;97(12):7386-93.
NCBI 2021
    1. National Center for Biotechnology Information (NCBI). Fatty liver. (accessed 12 February 2021).
Newell 1992
    1. Newell DJ. Intention-to-treat analysis: implications for quantitative and qualitative research. International Journal of Epidemiology 1992;21(5):837-41.
Nishioji 2015
    1. Nishioji K, Sumida Y, Kamaguchi M, Mochizuki N, Kobayashi M, Nishimura T, et al. Prevalence of and risk factors for non-alcoholic fatty liver disease in a non-obese Japanese population, 2011-2012. Journal of Gastroenterology 2015;50(1):95-108.
Nogueira 2016
    1. Nogueira MA, Oliveira CP, Ferreira Alves VA, Stefano JT, Rodrigues LS, Torrinhas RS, et al. Omega-3 polyunsaturated fatty acids in treating non-alcoholic steatohepatitis: a randomized, double-blind, placebo-controlled trial. Clinical Nutrition 2016;35(3):578-86.
Ong 2008
    1. Ong JP, Pitts A, Younossi ZM. Increased overall mortality and liver-related mortality in non-alcoholic fatty liver disease. Journal of Hepatology 2008;49(4):608-12.
Onnerhag 2014
    1. Onnerhag K, Nilsson PM, Lindgren S. Increased risk of cirrhosis and hepatocellular cancer during long-term follow-up of patients with biopsy-proven NAFLD. Scandinavian Journal of Gastroenterology 2014;49(9):1111-8.
Park 2006
    1. Park SH, Jeon WK, Kim SH, Kim HJ, Park DI, Cho YK, et al. Prevalence and risk factors of non-alcoholic fatty liver disease among Korean adults. Journal of Gastroenterology and Hepatology 2006;21(1 Pt 1):138-43.
Paschos 2012
    1. Paschos P, Tziomalos K. Nonalcoholic fatty liver disease and the renin-angiotensin system: implications for treatment. World Journal of Hepatology 2012;4(12):327-31.
Piscaglia 2016
    1. Piscaglia F, Svegliati-Baroni G, Barchetti A, Pecorelli A, Marinelli S, Tiribelli C, et al. Clinical patterns of hepatocellular carcinoma in nonalcoholic fatty liver disease: a multicenter prospective study. Hepatology (Baltimore, Md.) 2016;63(3):827-38.
PS: Power and Sample Size Calculation [Computer program]
    1. Vanderbilt University PS: Power and Sample Size Calculation. Dupont WD, Plummer Jr WD, Version 3.1.6. Vanderbilt University, 2018.
Puhan 2014
    1. Puhan MA, Schünemann HJ, Murad MH, Li T, Brignardello-Petersen R, Singh JA, et al. A GRADE Working Group approach for rating the quality of treatment effect estimates from network meta-analysis. BMJ (Clinical Research Ed.) 2014;349:g5630.
RAND 2021
    1. RAND. 36-Item Short Form Survey (SF-36). (accessed on 16 March 2021).
Reeves 2018
    1. Reeves D, Howells K, Sidaway M, Blakemore A, Hann M, Panagioti M, et al. The cohort multiple randomized controlled trial design was found to be highly susceptible to low statistical power and internal validity biases. Journal of Clinical Epidemiology 2018;95:111-9.
Relton 2010
    1. Relton C, Torgerson D, O'Cathain A, Nicholl J. Rethinking pragmatic randomised controlled trials: introducing the "cohort multiple randomised controlled trial" design. BMJ (Clinical Research Ed.) 2010;340:C1066. [PMID: ]
Riley 2007
    1. Riley P, O'Donohue J, Crook M. A growing burden: the pathogenesis, investigation and management of non-alcoholic fatty liver disease. Journal of Clinical Pathology 2007;60(12):1384-91.
Rinella 2015
    1. Rinella ME. Nonalcoholic fatty liver disease: a systematic review. JAMA 2015;313(22):2263-73.
Royle 2003
    1. Royle P, Milne R. Literature searching for randomized controlled trials used in Cochrane reviews: rapid versus exhaustive searches. International Journal of Technology Assessment in Health Care 2003;19(4):591-603.
Salanti 2011
    1. Salanti G, Ades AE, Ioannidis JP. Graphical methods and numerical summaries for presenting results from multiple-treatment meta-analysis: an overview and tutorial. Journal of Clinical Epidemiology 2011;64(2):163-71.
Salanti 2012
    1. Salanti G. Indirect and mixed-treatment comparison, network, or multiple-treatments meta-analysis: many names, many benefits, many concerns for the next generation evidence synthesis tool. Research Synthesis Methods 2012;3(2):80-97.
Savović 2012a
    1. Savović J, Jones HE, Altman DG, Harris RJ, Jüni P, Pildal J, et al. Influence of reported study design characteristics on intervention effect estimates from randomized controlled trials: combined analysis of meta-epidemiological studies. Health Technology Assessment 2012;16(35):1-82.
Savović 2012b
    1. Savović J, Jones HE, Altman DG, Harris RJ, Jüni P, Pildal J, et al. Influence of reported study design characteristics on intervention effect estimates from randomized controlled trials. Annals of Internal Medicine 2012;157(6):429-38.
Savović 2018
    1. Savović J, Turner RM, Mawdsley D, Jones HE, Beynon R, Higgins JP, et al. Association between risk-of-bias assessments and results of randomized trials in Cochrane Reviews: The ROBES Meta-Epidemiologic Study. American Journal of Epidemiology 2018;187(5):1113-22.
Schulz 1995
    1. Schulz KF, Chalmers I, Hayes RJ, Altman DG. Empirical evidence of bias. Dimensions of methodological quality associated with estimates of treatment effects in controlled trials. JAMA 1995;273(5):408-12.
Schulz 2010
    1. Schulz KF, Altman DG, Moher D. CONSORT 2010 statement: updated guidelines for reporting parallel group randomised trials. BMJ (Clinical Research Ed.) 2010;340:C332.
Severini 1993
    1. Severini TA. Bayesian interval estimates which are also confidence intervals. Journal of the Royal Statistical Society. Series B (Methodological) 1993;55(2):533-40.
Sharifi 2014
    1. Sharifi N, Amani R, Hajiani E, Cheraghian B. Does vitamin d improve liver enzymes, oxidative stress, and inflammatory biomarkers in adults with non-alcoholic fatty liver disease? A randomized clinical trial. Endocrine 2014;47(1):70-80.
Shen 2014
    1. Shen H, Shahzad G, Jawairia M, Bostick RM, Mustacchia P. Association between aspirin use and the prevalence of nonalcoholic fatty liver disease: a cross-sectional study from the Third National Health and Nutrition Examination Survey. Alimentary Pharmacology & Therapeutics 2014;40(9):1066-73.
Shojaee‐Moradie 2016
    1. Shojaee-Moradie F, Cuthbertson DJ, Barrett M, Jackson NC, Herring R, Thomas EL, et al. Exercise training reduces liver fat and increases rates of VLDL clearance but not VLDL production in NAFLD. Journal of Clinical Endocrinology and Metabolism 2016;101(11):4219-28.
Soderberg 2010
    1. Soderberg C, Stal P, Askling J, Glaumann H, Lindberg G, Marmur J, et al. Decreased survival of subjects with elevated liver function tests during a 28-year follow-up. Hepatology (Baltimore, Md.) 2010;51(2):595-602.
Sookoian 2011
    1. Sookoian S, Pirola CJ. Meta-analysis of the influence of I148M variant of patatin-like phospholipase domain containing 3 gene (PNPLA3) on the susceptibility and histological severity of nonalcoholic fatty liver disease. Hepatology (Baltimore, Md.) 2011;53(6):1883-94.
Stata/SE 15.1 [Computer program]
    1. Stata/SE. Version 15.1. Texas, USA: StataCorp LLC, 2016. .
Suire 2020
    1. Suire KB, Kavookjian J, Feiss R, Wadsworth DD. Motivational interviewing for weight management among women: a meta-analysis and systematic review of RCTs. International Journal of Behavioral Medicine 2020 October 20 [Online ahead of print]. [DOI: 10.1007/s12529-020-09934-0]
Thoma 2012
    1. Thoma C, Day CP, Trenell MI. Lifestyle interventions for the treatment of non-alcoholic fatty liver disease in adults: a systematic review. Journal of Hepatology 2012;56(1):255-66.
Tilg 2010
    1. Tilg H, Moschen AR. Evolution of inflammation in nonalcoholic fatty liver disease: the multiple parallel hits hypothesis. Hepatology (Baltimore, Md.) 2010;52(5):1836-46.
Van Valkenhoef 2012
    1. Van Valkenhoef G, Lu G, De Brock B, Hillege H, Ades AE, Welton NJ. Automating network meta-analysis. Research Synthesis Methods 2012;3(4):285-99.
Wang 2016a
    1. Wang J, Li P, Jiang Z, Yang Q, Mi Y, Liu Y, et al. Diagnostic value of alcoholic liver disease (ALD)/nonalcoholic fatty liver disease (NAFLD) index combined with gamma-glutamyl transferase in differentiating ALD and NAFLD. Korean Journal of Internal Medicine 2016;31(3):479-87.
White 2012
    1. White DL, Kanwal F, El-Serag HB. Association between nonalcoholic fatty liver disease and risk for hepatocellular cancer, based on systematic review. Clinical Gastroenterology and Hepatology 2012;10(12):1342-59.e2.
Wood 2008
    1. Wood L, Egger M, Gluud LL, Schulz KF, Jüni P, Altman DG, et al. Empirical evidence of bias in treatment effect estimates in controlled trials with different interventions and outcomes: meta-epidemiological study. BMJ (Clinical Research Ed.) 2008;336(7644):601-5.
Yepes‐Nunez 2019
    1. Yepes-Nunez JJ, Li SA, Guyatt G, Jack SM, Brozek JL, Beyene J, et al. Development of the summary of findings table for network meta-analysis. Journal of Clinical Epidemiology 2019;115:1-13.
Young‐Afat 2016
    1. Young-Afat DA, Verkooijen HA, Van Gils CH, Van der Velden JM, Burbach JP, Elias SG, et al. Brief report: staged-informed consent in the cohort multiple randomized controlled trial design. Epidemiology (Cambridge, Mass.) 2016;27(3):389-92. [PMID: ]
References to other published versions of this review Gurusamy 2018b
    1. Gurusamy KS, Tsochatzis E, Madden AM. Lifestyle modifications for non‐alcohol related fatty liver disease: a network meta‐analysis. Cochrane Database of Systematic Reviews 2018, Issue 10. Art. No: CD013156. [DOI: 10.1002/14651858.CD013156]

Source: PubMed

3
Abonnere