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Food and health

Effects of dietary macronutrients on liver fat content in adults: a systematic review and meta-analysis of randomized controlled trials

Abstract

Dietary macronutrient composition may affect hepatic liver content and its associated diseases, but the results from human intervention trials have been equivocal or underpowered. We aimed to assess the effects of dietary macronutrient composition on liver fat content by conducting a systematic review and meta-analysis of randomized controlled trials in adults. Four databases (PubMed, Embase, Web of Science, and COCHRANE Library) were systematically searched for trials with isocaloric diets evaluating the effect of dietary macronutrient composition (energy percentages of fat, carbohydrates, and protein, and their specific types) on liver fat content as assessed by magnetic resonance techniques, computed tomography or liver biopsy. Data on change in liver fat content were pooled by random or fixed-effects meta-analyses and expressed as standardized mean difference (SMD). We included 26 randomized controlled trials providing data for 32 comparisons on dietary macronutrient composition. Replacing dietary fat with carbohydrates did not result in changes in liver fat (12 comparisons, SMD 0.01 (95% CI −0.36; 0.37)). Unsaturated fat as compared with saturated fat reduced liver fat content (4 comparisons, SMD −0.80 (95% CI −1.09; −0.51)). Replacing carbohydrates with protein reduced liver fat content (5 comparisons, SMD −0.33 (95% CI −0.54; −0.12)). Our meta-analyses showed that replacing carbohydrates with total fat on liver fat content was not effective, while replacing carbohydrates with proteins and saturated fat with unsaturated fat was. More well-performed and well-described studies on the effect of types of carbohydrates and proteins on liver fat content are needed, especially studies comparing proteins with fats.

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Fig. 1: Flowchart of included randomized controlled trials in meta-analysis on dietary macronutrient composition in relation to liver fat.
Fig. 2: Difference between effects of a low-carbohydrate high-fat diet (LCHF) and a high-carbohydrate low-fat (HCLF) on liver fat content in studies included in meta-analysis: a random-effects model.
Fig. 3: Difference between effects of a diet high in saturated fats (SFA) and a diet high in unsaturated fat (UFA) on liver fat content in studies included in meta-analysis: a fixed-effects model.
Fig. 4: Difference between effects of a low-protein high-carbohydrate (LPHC) diet and a high-protein low-carbohydrate (HPLC) diet on liver fat content in studies included in meta-analysis: a fixed-effects model.

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Data used in the manuscript, code book, and analytic code will be made available to editors upon request.

References

  1. Petäjä EM, Yki-Järvinen H. Definitions of normal liver fat and the association of insulin sensitivity with acquired and genetic NAFLD—a systematic review. Int J Mol Sci. 2016;17:633.

    PubMed Central  Google Scholar 

  2. Younossi ZM, Koenig AB, Abdelatif D, Fazel Y, Henry L, Wymer M. Global epidemiology of nonalcoholic fatty liver disease—meta‐analytic assessment of prevalence, incidence, and outcomes. Hepatology. 2016;64:73–84.

    PubMed  Google Scholar 

  3. Williams CD, Stengel J, Asike MI, Torres DM, Shaw J, Contreras M, et al. Prevalence of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis among a largely middle-aged population utilizing ultrasound and liver biopsy: a prospective study. Gastroenterology. 2011;140:124–31.

    PubMed  Google Scholar 

  4. Haddad TM, Hamdeh S, Kanmanthareddy A, Alla VM. Nonalcoholic fatty liver disease and the risk of clinical cardiovascular events: a systematic review and meta-analysis. Diabetes Metab Syndrome. 2017;11:S209–16.

    Google Scholar 

  5. Targher G, Day CP, Bonora E. Risk of cardiovascular disease in patients with nonalcoholic fatty liver disease. N Engl J Med. 2010;363:1341–50.

    CAS  PubMed  Google Scholar 

  6. 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. 2012;55:2005–23.

    PubMed  Google Scholar 

  7. Mantovani A, Byrne CD, Bonora E, Targher G. Nonalcoholic fatty liver disease and risk of incident type 2 diabetes: a meta-analysis. Diabetes Care. 2018;41:372–82.

    CAS  PubMed  Google Scholar 

  8. Vanni E, Bugianesi E, Kotronen A, De Minicis S, Yki-Järvinen H, Svegliati-Baroni G. From the metabolic syndrome to NAFLD or vice versa? Digestive Liver Dis. 2010;42:320–30.

    CAS  Google Scholar 

  9. Papandreou D, Andreou E. Role of diet on non-alcoholic fatty liver disease: an updated narrative review. World J Hepatol. 2015;7:575.

    PubMed  PubMed Central  Google Scholar 

  10. Buzzetti E, Pinzani M, Tsochatzis EA. The multiple-hit pathogenesis of non-alcoholic fatty liver disease (NAFLD). Metabolism. 2016;65:1038–48.

    CAS  PubMed  Google Scholar 

  11. Fabbrini E, Sullivan S, Klein S. Obesity and nonalcoholic fatty liver disease: biochemical, metabolic, and clinical implications. Hepatology. 2010;51:679–89.

    CAS  PubMed  Google Scholar 

  12. EASL-EASD-EASO. Clinical Practice Guidelines for the management of non-alcoholic fatty liver disease. J Hepatol. 2016;64:1388–402.

    Google Scholar 

  13. Farrell GC, Larter CZ. Nonalcoholic fatty liver disease: from steatosis to cirrhosis. Hepatology. 2006;43:S99–112.

    CAS  PubMed  Google Scholar 

  14. Dyson J, Day C. Treatment of non-alcoholic fatty liver disease. Digestive Dis. 2014;32:597–604.

    Google Scholar 

  15. Angulo P. Nonalcoholic fatty liver disease. N Engl J Med. 2002;346:1221–31.

    CAS  PubMed  Google Scholar 

  16. Wong VW-S, Chan RS-M, Wong GL-H, Cheung BH-K, Chu WC-W, Yeung DK-W, et al. Community-based lifestyle modification programme for non-alcoholic fatty liver disease: a randomized controlled trial. J Hepatol. 2013;59:536–42.

    PubMed  Google Scholar 

  17. He X-X, Wu X-L, Chen R-P, Chen C, Liu X-G, Wu B-J, et al. Effectiveness of omega-3 polyunsaturated fatty acids in non-alcoholic fatty liver disease: a meta-analysis of randomized controlled trials. PLoS ONE. 2016;11:e0162368.

    PubMed  PubMed Central  Google Scholar 

  18. Yan J-H, Guan B-J, Gao H-Y, Peng X-E. Omega-3 polyunsaturated fatty acid supplementation and non-alcoholic fatty liver disease: a meta-analysis of randomized controlled trials. Medicine. 2018;97:e12271

    CAS  PubMed  PubMed Central  Google Scholar 

  19. Parry SA, Hodson L. Influence of dietary macronutrients on liver fat accumulation and metabolism. J Investigative Med. 2017;65:1102–15.

    Google Scholar 

  20. Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gøtzsche PC, Ioannidis JP, et al. The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. PLoS Med. 2009;6:e1000100.

    PubMed  PubMed Central  Google Scholar 

  21. Green S, Higgins J. Cochrane handbook for systematic reviews of interventions. Version, 2005.

  22. ter Horst K, Serlie M. Fructose consumption, lipogenesis, and non-alcoholic fatty liver disease. Nutrients. 2017;9:981.

    PubMed Central  Google Scholar 

  23. Chiu S, Sievenpiper J, De Souza R, Cozma A, Mirrahimi A, Carleton A, et al. Effect of fructose on markers of non-alcoholic fatty liver disease (NAFLD): a systematic review and meta-analysis of controlled feeding trials. Eur J Clin Nutr. 2014;68:416.

    CAS  PubMed  PubMed Central  Google Scholar 

  24. Chung M, Ma J, Patel K, Berger S, Lau J, Lichtenstein AH. Fructose, high-fructose corn syrup, sucrose, and nonalcoholic fatty liver disease or indexes of liver health: a systematic review and meta-analysis–. Am J Clin Nutr. 2014;100:833–49.

    CAS  PubMed  PubMed Central  Google Scholar 

  25. Lu W, Li S, Li J, Wang J, Zhang R, Zhou Y, et al. Effects of omega-3 fatty acid in nonalcoholic fatty liver disease: a meta-analysis. Gastroenterol Res Pract. 2016;2016.

  26. Yu L, Yuan M, Wang L. The effect of omega-3 unsaturated fatty acids on non-alcoholic fatty liver disease: a systematic review and meta-analysis of RCTs. Pak J Med Sci. 2017;33:1022.

    PubMed  PubMed Central  Google Scholar 

  27. Schrauwen P, van Marken Lichtenbelt W, Saris W, Westerterp KR. Changes in fat oxidation in response to a high-fat diet. Am J Clin Nutr. 1997;66:276–82.

    CAS  PubMed  Google Scholar 

  28. Schwenzer NF, Springer F, Schraml C, Stefan N, Machann J, Schick F. Non-invasive assessment and quantification of liver steatosis by ultrasound, computed tomography and magnetic resonance. J Hepatol. 2009;51:433–45.

    PubMed  Google Scholar 

  29. Reeder SB, Cruite I, Hamilton G, Sirlin CB. Quantitative assessment of liver fat with magnetic resonance imaging and spectroscopy. J Magn Reson imaging. 2011;34:729–49.

    PubMed  PubMed Central  Google Scholar 

  30. Ouzzani M, Hammady H, Fedorowicz Z, Elmagarmid A. Rayyan—a web and mobile app for systematic reviews. Syst Rev. 2016;5:210.

    PubMed  PubMed Central  Google Scholar 

  31. DerSimonian R, Laird N. Meta-analysis in clinical trials. Controlled Clin trials. 1986;7:177–88.

    CAS  PubMed  Google Scholar 

  32. Luukkonen PK, S„devirta S, Zhou Y, Kayser B, Ali A, Ahonen L. Saturated fat is more metabolically harmful for the human liver than unsaturated fat or simple sugars. Diabetes Care. 2018;41:1732–9.

    CAS  PubMed  PubMed Central  Google Scholar 

  33. Cohen J. Statistical power analysis for the behavioral sciences. New York, US, Routledge; 2013.

  34. Bjermo H, Iggman D, Kullberg J, Dahlman I, Johansson L, Persson L, et al. Effects of n-6 PUFAs compared with SFAs on liver fat, lipoproteins, and inflammation in abdominal obesity: a randomized controlled trial–. Am J Clin Nutr. 2012;95:1003–12.

    CAS  PubMed  Google Scholar 

  35. Higgins JP, Thompson SG, Deeks JJ, Altman DG. Measuring inconsistency in meta-analyses. BMJ: British Medical Journal. 2003;327:557.

    PubMed  PubMed Central  Google Scholar 

  36. Higgins J, Green, S. Cochrane handbook for systematic reviews of interventions. Version 5.1.0 [updated March 2011]. The Cochrane Collaboration; 2011. http://www.cochrane-handbook.org.

  37. Ras RT, Hiemstra H, Lin Y, Vermeer MA, Duchateau GS, Trautwein EA. Consumption of plant sterol-enriched foods and effects on plasma plant sterol concentrations–a meta-analysis of randomized controlled studies. Atherosclerosis. 2013;230:336–46.

    CAS  PubMed  Google Scholar 

  38. Errazuriz I, Dube S, Slama M, Visentin R, Nayar S, O’connor H, et al. Randomized controlled trial of a MUFA or fiber-rich diet on hepatic fat in prediabetes. J Clin Endocrinol Metab. 2017;102:1765–74.

    PubMed  PubMed Central  Google Scholar 

  39. Haufe S, Engeli S, Kast P, Böhnke J, Utz W, Haas V, et al. Randomized comparison of reduced fat and reduced carbohydrate hypocaloric diets on intrahepatic fat in overweight and obese human subjects. Hepatology. 2011;53:1504–14.

    CAS  PubMed  Google Scholar 

  40. Sterne JA, Egger M, Smith GD. Investigating and dealing with publication and other biases. Systematic Reviews in Health Care: Meta-Analysis in Context, Second Edition. 2001;323:101–5.

    CAS  Google Scholar 

  41. Egger M, Smith GD, Schneider M, Minder C. Bias in meta-analysis detected by a simple, graphical test. BMJ: British Medical Journal. 1997;315:629–34.

    CAS  PubMed  PubMed Central  Google Scholar 

  42. van Herpen NA, Schrauwen-Hinderling VB, Schaart G, Mensink RP, Schrauwen P. Three weeks on a high-fat diet increases intrahepatic lipid accumulation and decreases metabolic flexibility in healthy overweight men. J Clin Endocrinol Metab. 2011;96:E691–5.

    PubMed  Google Scholar 

  43. Sterne JA, Sutton AJ, Ioannidis JP, Terrin N, Jones DR, Lau J, et al. Recommendations for examining and interpreting funnel plot asymmetry in meta-analyses of randomised controlled trials. BMJ: British Medical Journal. 2011;343:d4002.

    PubMed  Google Scholar 

  44. Bawden S, Stephenson M, Falcone Y, Lingaya M, Ciampi E, Hunter K, et al. Increased liver fat and glycogen stores after consumption of high versus low glycaemic index food: a randomized crossover study. Diabetes Obes Metab. 2017;19:70–7.

    CAS  PubMed  Google Scholar 

  45. Bendsen NT, Chabanova E, Thomsen HS, Larsen TM, Newman JW, Stender S, et al. Effect of trans fatty acid intake on abdominal and liver fat deposition and blood lipids: a randomized trial in overweight postmenopausal women. Nutr Diabetes. 2011;1:e4.

    CAS  PubMed  PubMed Central  Google Scholar 

  46. Bozzetto L, Prinster A, Annuzzi G, Costagliola L, Mangione A, Vitelli A, et al. Liver fat is reduced by an isoenergetic MUFA diet in a controlled randomized study in type 2 diabetic patients. Diabetes Care. 2012;35:1429–35.

    CAS  PubMed  PubMed Central  Google Scholar 

  47. Kirk E, Reeds DN, Finck BN, Mayurranjan MS, Patterson BW, Klein S. Dietary fat and carbohydrates differentially alter insulin sensitivity during caloric restriction. Gastroenterology. 2009;136:1552–60.

    CAS  PubMed  Google Scholar 

  48. Marina A, Von Frankenberg AD, Suvag S, Callahan HS, Kratz M, Richards TL, et al. Effects of dietary fat and saturated fat content on liver fat and markers of oxidative stress in overweight/obese men and women under weight-stable conditions. Nutrients. 2014;6:4678–90.

    PubMed  PubMed Central  Google Scholar 

  49. Markova M, Pivovarova O, Hornemann S, Sucher S, Frahnow T, Wegner K, et al. Isocaloric diets high in animal or plant protein reduce liver fat and inflammation in individuals with type 2 diabetes. Gastroenterology. 2017;152:571–85.e8.

    CAS  PubMed  Google Scholar 

  50. Martens EA, Gatta-Cherifi B, Gonnissen HK, Westerterp-Plantenga MS. The potential of a high protein-low carbohydrate diet to preserve intrahepatic triglyceride content in healthy humans. PloS ONE. 2014;9:e109617.

    PubMed  PubMed Central  Google Scholar 

  51. van Nielen M, Feskens EJ, Rietman A, Siebelink E, Mensink M. Partly replacing meat protein with soy protein alters insulin resistance and blood lipids in postmenopausal women with abdominal obesity, 2. J Nutr. 2014;144:1423–9.

    PubMed  Google Scholar 

  52. Nosaka N, Kasai M, Nakamura M, Takahashi I, Itakura M, Takeuchi H, et al. Effects of dietary medium-chain triacylglycerols on serum lipoproteins and biochemical parameters in healthy men. Biosci Biotechnol Biochem. 2002;66:1713–8.

    CAS  PubMed  Google Scholar 

  53. Ooi EM, Adams L, Zhu K, Lewis JR, Kerr DA, Meng X, et al. Consumption of a whey protein-enriched diet may prevent hepatic steatosis associated with weight gain in elderly women. Nutr Metab Cardiovascular Dis. 2015;25:388–95.

    CAS  Google Scholar 

  54. Rietman A, Schwarz J, Blokker BA, Siebelink E, Kok FJ, Afman LA, et al. Increasing protein intake modulates lipid metabolism in healthy young men and women consuming a high-fat hypercaloric diet–3. J Nutr. 2014;144:1174–80.

    CAS  PubMed  Google Scholar 

  55. Rosqvist F, Iggman D, Kullberg J, Cedernaes J, Johansson H-E, Larsson A, et al. Overfeeding polyunsaturated and saturated fat causes distinct effects on liver and visceral fat accumulation in humans. Diabetes. 2014;63:2356–68.

    PubMed  Google Scholar 

  56. Utzschneider KM, Bayer-Carter JL, Arbuckle MD, Tidwell JM, Richards TL, Craft S. Beneficial effect of a weight-stable, low-fat/low-saturated fat/low-glycaemic index diet to reduce liver fat in older subjects. Br J Nutr. 2013;109:1096–104.

    CAS  PubMed  Google Scholar 

  57. Westerbacka J, Lammi K, Häkkinen A-M, Rissanen A, Salminen I, Aro A, et al. Dietary fat content modifies liver fat in overweight nondiabetic subjects. J Clin Endocrinol Metab. 2005;90:2804–9.

    CAS  PubMed  Google Scholar 

  58. Gepner Y, Shelef I, Komy O, Cohen N, Schwarzfuchs D, Bril N, et al. The beneficial effects of Mediterranean diet over low-fat diet may be mediated by decreasing hepatic fat content. J Hepatol. 2019. https://doi.org/10.1016/j.jhep.2019.04.013.

  59. Schutte S, Esser D, Hoevenaars FPM, Hooiveld GJEJ, Priebe MG, Vonk RJ. et al. A 12-wk whole-grain wheat intervention protects against hepatic fat: the Graandioos study, a randomized trial in overweight subjects. Am J Clin Nutr. 2018;108:1264–74. https://doi.org/10.1093/ajcn/nqy204.

    Article  PubMed  Google Scholar 

  60. Chen Y, Feng R, Yang X, Dai J, Huang M, Ji X. et al. Yogurt improves insulin resistance and liver fat in obese women with nonalcoholic fatty liver disease and metabolic syndrome: a randomized controlled trial. Am J Clin Nutr. 2019;109:1611–9.

    PubMed  Google Scholar 

  61. Marin-Alejandre BA, Abete I, Cantero I, Monreal JI, Elorz M, Herrero JI, et al. The metabolic and hepatic impact of two personalized dietary strategies in subjects with obesity and nonalcoholic fatty liver disease: the fatty liver in obesity (FLiO) randomized controlled trial. Nutrients. 2019;11. https://doi.org/10.3390/nu11102543.

  62. Rosqvist F, Kullberg J, Ståhlman M, Cedernaes J, Heurling K, Johansson H-E, et al. Overeating saturated fat promotes fatty liver and ceramides compared with polyunsaturated fat: a randomized trial. J Clin Endocrinol Metab. 2019;104:6207–19.

  63. Skytte MJ, Samkani A, Petersen AD, Thomsen MN, Astrup A, Chabanova E, et al. A carbohydrate-reduced high-protein diet improves HbA1c and liver fat content in weight stable participants with type 2 diabetes: a randomised controlled trial. Diabetologia. 2019;62:2066–78.

    CAS  PubMed  Google Scholar 

  64. Willmann C, Heni M, Linder K, Wagner R, Stefan N, Machann J. et al. Potential effects of reduced red meat compared with increased fiber intake on glucose metabolism and liver fat content: a randomized and controlled dietary intervention study. Am J Clin Nutr. 2019;109:288–96. https://doi.org/10.1093/ajcn/nqy307.

    Article  PubMed  Google Scholar 

  65. Hodson L, Rosqvist F, Parry SA. The influence of dietary fatty acids on liver fat content and metabolism. Proc Nutr Soc. 2019:1–12. https://doi.org/10.1017/S0029665119000569.

  66. Imamura F, Micha R, Wu JH, de Oliveira Otto MC, Otite FO, Abioye AI, et al. Effects of saturated fat, polyunsaturated fat, monounsaturated fat, and carbohydrate on glucose-insulin homeostasis: a systematic review and meta-analysis of randomised controlled feeding trials. PLoS Med. 2016;13:e1002087.

    PubMed  PubMed Central  Google Scholar 

  67. Marchesini G, Petta S, Dalle Grave R. Diet, weight loss, and liver health in nonalcoholic fatty liver disease: pathophysiology, evidence, and practice. Hepatology. 2016;63:2032–43.

    PubMed  Google Scholar 

  68. Hodson L, Fielding BA. Stearoyl-CoA desaturase: rogue or innocent bystander? Prog Lipid Res. 2013;52:15–42.

    CAS  PubMed  Google Scholar 

  69. Schwarz JM, Noworolski SM, Wen MJ, Dyachenko A, Prior JL, Weinberg ME, et al. Effect of a high-fructose weight-maintaining diet on lipogenesis and liver fat. J Clin Endocrinol Metab. 2015;100:2434–42.

    CAS  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

We thank P.K. Luukkonen, S. Haufe, and M.R. Mensink for providing additional data for our analyses. We acknowledge the support from the Netherlands Cardiovascular Research Initiative: an initiative with support of the Dutch Heart Foundation (CVON2014-02 ENERGISE). This research was in part financed by the Ministry of Economic Affairs and Climate Policy by means of the PPP Allowance made available by the Top Sector Life Sciences & Health to stimulate public-private partnerships and by Unilever R&D Vlaardingen.

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EW-vE, IV, RdM, MA, HP, PZ, FR, VS-H, and PS designed research, EW-vE, IV, BdR, RdM, HP, MA, JS and KR conducted research, EW-vE, IV, BdR, and OD analyzed data, EW-vE, IV, BdR, RdM, HP, and MA wrote paper, EW-vE and RdM had primary responsibility for final content. All authors read and approved the final manuscript.

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Correspondence to Esther Winters-van Eekelen.

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MA, HP, and PZ were employees of Unilever R&D Vlaardingen at the time of this study. The other authors declare no conflict of interest.

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Winters-van Eekelen, E., Verkouter, I., Peters, H.P.F. et al. Effects of dietary macronutrients on liver fat content in adults: a systematic review and meta-analysis of randomized controlled trials. Eur J Clin Nutr 75, 588–601 (2021). https://doi.org/10.1038/s41430-020-00778-1

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