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Fatty liver index (FLI): more than a marker of hepatic steatosis

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Abstract

Fatty liver index (FLI) was developed as a simple and accurate marker of hepatic steatosis. FLI is derived from an algorithm based on body mass index, waist circumference, and levels of triglycerides and gamma-glutamyltransferase, and it is widely used in clinical and epidemiological studies as a screening tool for discriminating between healthy and nonalcoholic fatty liver disease (NAFLD) subjects. However, a systematic review of the literature regarding FLI revealed that this index has more extensive relationships with biochemical and physiological parameters. FLI is associated with key parameters of lipid, protein and carbohydrate metabolism, hormones, vitamins and markers of inflammation, or oxidative stress. FLI can be a predictor or risk factor for a number of metabolic and nonmetabolic diseases and mortality. FLI is also used as an indicator for determining the effects of health-related prevention interventions, medications, and toxic substances on humans. Although in most cases, the exact mechanisms underlying these associations have not been fully elucidated, they are most often assumed to be mediated by insulin resistance, inflammation, and oxidative stress. Thus, FLI may be a promising marker of metabolic health due to its multiple associations with parameters of physiological and pathological processes. In this context, the present review summarizes the data from currently available literature on the associations between FLI and biochemical variables and physiological functions. We believe that this review will be of interest to researchers working in this area and can provide new perspectives and directions for future studies on FLI.

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References

  1. Abebe G, Ayanaw D, Ayelgn Mengstie T, Dessie G, Malik T (2022) Assessment of fatty liver and its correlation with glycemic control in patients with type 2 diabetes mellitus attending Dessie Comprehensive Specialized Hospital, Northeast Ethiopia. SAGE Open Med 10:20503121221124760. https://doi.org/10.1177/20503121221124762

    Article  PubMed  PubMed Central  Google Scholar 

  2. Acosta FM, Sanchez-Delgado G, Martinez-Tellez B, Osuna-Prieto FJ, Mendez-Gutierrez A, Aguilera CM, Gil A, Llamas-Elvira JM, Ruiz JR (2022) A larger brown fat volume and lower radiodensity are related to a greater cardiometabolic risk, especially in young men. Eur J Endocrinol 187:171–183. https://doi.org/10.1530/EJE-22-0130

    Article  CAS  PubMed  Google Scholar 

  3. Adamska A, Polak AM, Krentowska A, Łebkowska A, Hryniewicka J, Leśniewska M, Kowalska I (2019) Increased serum fetuin-B concentration is associated with HOMA-β and indices of liver steatosis in women with polycystic ovary syndrome: a pilot study. Endocr Connect 8:1159–1167. https://doi.org/10.1530/EC-19-0243

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Ahmed AE, Ibrahim WA, Nabil ZM, Mansour KA, Mansour AMF, ElGhandour AM (2022) Role of thymosin beta 4 in the diagnosis of nonalcoholic fatty fiver and its relation to metabolic syndrome in Egyptian patients. Egypt J Immunol 29:76–86

    Article  PubMed  Google Scholar 

  5. Ahn SH, Seo DH, Kim SH, Nam MS, Hong S (2018) The relationship between fatty liver index and bone mineral density in Koreans: KNHANES 2010–2011. Osteoporos Int 29:181–190. https://doi.org/10.1007/s00198-017-4257-z

    Article  CAS  PubMed  Google Scholar 

  6. Aizawa T, Nakasone Y, Murai N, Oka R, Nagasaka S, Yamashita K, Sakuma T, Kiyosawa K (2022) Hepatic steatosis and high-normal fasting glucose as risk factors for incident prediabetes. J Endocr Soc 6:bvac110. https://doi.org/10.1210/jendso/bvac110

  7. Amor AJ, Cofán M, Mateo-Gallego R, Cenarro A, Civeira F, Ortega E, Ros E, Sala-Vila A (2019) Dietary polyunsaturated fatty acids mediate the inverse association of stearoyl-CoA desaturase activity with the risk of fatty liver in dyslipidaemic individuals. Eur J Nutr 58:1561–1568. https://doi.org/10.1007/s00394-018-1691-4

    Article  CAS  PubMed  Google Scholar 

  8. Artaza JN, Norris KC (2009) Vitamin D reduces the expression of collagen and key profibrotic factors by inducing an antifibrotic phenotype in mesenchymal multipotent cells. J Endocrinol 200:207–221. https://doi.org/10.1677/JOE-08-0241

    Article  CAS  PubMed  Google Scholar 

  9. Balducci S, Cardelli P, Pugliese L, D'Errico V, Haxhi J, Alessi E, Iacobini C, Menini S, Bollanti L, Conti FG, Nicolucci A, Pugliese G, Italian Diabetes Exercise Study (IDES) Investigators (2015) Volume-dependent effect of supervised exercise training on fatty liver and visceral adiposity index in subjects with type 2 diabetes The Italian Diabetes Exercise Study (IDES). Diabetes Res Clin Pract 109:355-363.https://doi.org/10.1016/j.diabres.2015.05.033

  10. Balkau B, Lange C, Vol S, Fumeron F, Bonnet F; Group Study D.E.S.I.R. (2010) Nine-year incident diabetes is predicted by fatty liver indices: the French D.E.S.I.R. study. BMC Gastroenterol 10:56. https://doi.org/10.1186/1471-230X-10-56

  11. Barchetta I, Angelico F, Del Ben M, Baroni MG, Pozzilli P, Morini S, Cavallo MG (2011) Strong association between non alcoholic fatty liver disease (NAFLD) and low 25(OH) vitamin D levels in an adult population with normal serum liver enzymes. BMC Med 9:85. https://doi.org/10.1186/1741-7015-9-85

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Barrea L, Annunziata G, Muscogiuri G, Di Somma C, Laudisio D, Maisto M, de Alteriis G, Tenore GC, Colao A, Savastano S (2018) Trimethylamine-N-oxide (TMAO) as novel potential biomarker of early predictors of metabolic syndrome. Nutrients 10:1971. https://doi.org/10.3390/nu10121971

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Barrea L, Macchia PE, Tarantino G, Di Somma C, Pane E, Balato N, Napolitano M, Colao A, Savastano S (2015) Nutrition: a key environmental dietary factor in clinical severity and cardio-metabolic risk in psoriatic male patients evaluated by 7-day food-frequency questionnaire. J Transl Med 13:303. https://doi.org/10.1186/s12967-015-0658-y

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Barrea L, Muscogiuri G, Modica R, Altieri B, Pugliese G, Minotta R, Faggiano A, Colao A, Savastano S (2021) Cardio-metabolic indices and metabolic syndrome as predictors of clinical severity of gastroenteropancreatic neuroendocrine tumors. Front Endocrinol 12:649496. https://doi.org/10.3389/fendo.2021.649496. (Lausanne)

    Article  Google Scholar 

  15. Bedogni G, Bellentani S, Miglioli L, Masutti F, Passalacqua M, Castiglione A, Tiribelli C (2006) The fatty liver index: a simple and accurate predictor of hepatic steatosis in the general population. BMC Gastroenterol 6:33. https://doi.org/10.1186/1471-230X-6-33

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Bellanti F, Lo Buglio A, Dobrakowski M, Kasperczyk A, Kasperczyk S, Aich P, Singh SP, Serviddio G, Vendemiale G (2022) Impact of sodium glucose cotransporter-2 inhibitors on liver steatosis/fibrosis/inflammation and redox balance in non-alcoholic fatty liver disease. World J Gastroenterol 28:3243–3257. https://doi.org/10.3748/wjg.v28.i26.3243

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Bennet L, Groop L, Franks PW (2015) Country of birth modifies the association of fatty liver index with insulin action in Middle Eastern immigrants to Sweden. Diabetes Res Clin Pract 110:66–74. https://doi.org/10.1016/j.diabres.2015.07.011

    Article  CAS  PubMed  Google Scholar 

  18. Bonafini S, Tagetti A, Gaudino R, Cavarzere P, Montagnana M, Danese E, Benati M, Ramaroli DA, Raimondi S, Giontella A, Mantovani A, Donato A, Dalbeni A, Minuz P, Antoniazzi F, Maffeis C, Fava C (2019) Individual fatty acids in erythrocyte membranes are associated with several features of the metabolic syndrome in obese children. Eur J Nutr 58:731–742. https://doi.org/10.1007/s00394-018-1677-2

    Article  CAS  PubMed  Google Scholar 

  19. Borges-Canha M, Neves JS, Mendonça F, Silva MM, Costa C, Cabral PM, Guerreiro V, Lourenço R, Meira P, Salazar D, Ferreira MJ, Pedro J, Leite AR, von-Hafe M, Vale C, Viana S, Sande A, Belo S, Lau E, Freitas P, Carvalho D (2021) The impact of vitamin D in non-alcoholic fatty liver disease: a cross-sectional study in patients with morbid obesity. Diabetes Metab Syndr Obes 14:487-495.https://doi.org/10.2147/DMSO.S286334

  20. Borges-Canha M, Neves JS, Mendonça F, Silva MM, Costa C, Cabral PM, Guerreiro V, Lourenço R, Meira P, Salazar D, Ferreira MJ, Pedro J, Leite A, Viana S, Sande A, Belo S, Lau E, Freitas P, Carvalho D, CRIO group (2020) The impact of bariatric surgery on hepatic function and predictors of liver steatosis and fibrosis. Obes Surg 30:2935-2941.https://doi.org/10.1007/s11695-020-04622-0

  21. Borges-Canha M, Neves JS, Silva MM, Mendonça F, Moreno T, Ribeiro S, Correa J, Vale C, Gonçalves J, Urbano Ferreira H, Gil-Santos S, Guerreiro V, Sande A, B Souto S, Pedro J, Freitas P, Carvalho D, Crio Group (2022) Waist-to-hip ratio and inflammatory parameters are associated with risk of non-alcoholic fatty liver disease in patients with morbid obesity. Biomedicines 10:2416.https://doi.org/10.3390/biomedicines10102416

  22. Bourgonje AR, van den Berg EH, Kieneker LM, Nilsen T, Hidden C, Bakker SJL, Blokzijl H, Dullaart RPF, van Goor H, Abdulle AE (2022) Plasma calprotectin levels associate with suspected metabolic-associated fatty liver disease and all-cause mortality in the general population. Int J Mol Sci 23:15708. https://doi.org/10.3390/ijms232415708

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Bozkurt L, Göbl CS, Tura A, Chmelik M, Prikoszovich T, Kosi L, Wagner O, Roden M, Pacini G, Gastaldelli A, Kautzky-Willer A (2012) Fatty liver index predicts further metabolic deteriorations in women with previous gestational diabetes. PLoS ONE 7:e32710. https://doi.org/10.1371/journal.pone.0032710

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Bullón-Vela V, Abete I, Tur JA, Konieczna J, Romaguera D, Pintó X, Corbella E, Martínez-González MA, Sayón-Orea C, Toledo E, Corella D, Macías-Gonzalez M, Tinahones FJ, Fitó M, Estruch R, Ros E, Salas-Salvadó J, Daimiel L, Mascaró CM, Zulet MA, Martínez JA (2020) Relationship of visceral adipose tissue with surrogate insulin resistance and liver markers in individuals with metabolic syndrome chronic complications. Ther Adv Endocrinol Metab 11:2042018820958298. https://doi.org/10.1177/2042018820958298

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Calori G, Lattuada G, Ragogna F, Garancini MP, Crosignani P, Villa M, Bosi E, Ruotolo G, Piemonti L, Perseghin G (2011) Fatty liver index and mortality: the Cremona study in the 15th year of follow-up. Hepatology 54:145–152. https://doi.org/10.1002/hep.24356

    Article  CAS  PubMed  Google Scholar 

  26. Cantero I, Abete I, Babio N, Arós F, Corella D, Estruch R, Fitó M, Hebert JR, Martínez-González MÁ, Pintó X, Portillo MP, Ruiz-Canela M, Shivappa N, Wärnberg J, Gómez-Gracia E, Tur JA, Salas-Salvadó J, Zulet MA, Martínez JA (2018) Dietary Inflammatory Index and liver status in subjects with different adiposity levels within the PREDIMED trial. Clin Nutr 37:1736–1743. https://doi.org/10.1016/j.clnu.2017.06.027

    Article  PubMed  Google Scholar 

  27. Cantero I, Abete I, Del Bas JM, Caimari A, Arola L, Zulet MA, Martinez JA (2018) Changes in lysophospholipids and liver status after weight loss: the RESMENA study. Nutr Metab 15:51. https://doi.org/10.1186/s12986-018-0288-5. (Lond)

    Article  CAS  Google Scholar 

  28. Cantero I, Abete I, Monreal JI, Martinez JA, Zulet MA (2017) Fruit fiber consumption specifically improves liver health status in obese subjects under energy restriction. Nutrients 9:667. https://doi.org/10.3390/nu9070667

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  29. Cantoral A, Contreras-Manzano A, Luna-Villa L, Batis C, Roldán-Valadez EA, Ettinger AS, Mercado A, Peterson KE, Téllez-Rojo MM, Rivera JA (2019) Dietary sources of fructose and its association with fatty liver in Mexican young adults. Nutrients 11:522. https://doi.org/10.3390/nu11030522

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. Castellino G, Nikolic D, Magán-Fernández A, Malfa GA, Chianetta R, Patti AM, Amato A, Montalto G, Toth PP, Banach M, Cicero AFG, Rizzo M (2019) Altilix® supplement containing chlorogenic acid and luteolin improved hepatic and cardiometabolic parameters in subjects with metabolic syndrome: a 6 month randomized, double-blind, placebo-controlled study. Nutrients 11:2580. https://doi.org/10.3390/nu11112580

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  31. Catena C, Brosolo G, Da Porto A, Donnini D, Bulfone L, Vacca A, Soardo G, Sechi LA (2022) Association of non-alcoholic fatty liver disease with left ventricular changes in treatment-naive patients with uncomplicated hypertension. Front Cardiovasc Med 9:1030968. https://doi.org/10.3389/fcvm.2022.1030968

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Cernea S, Roiban AL, Both E, Huţanu A (2018) Serum leptin and leptin resistance correlations with NAFLD in patients with type 2 diabetes. Diabetes Metab Res Rev 34:e3050. https://doi.org/10.1002/dmrr.3050

    Article  CAS  PubMed  Google Scholar 

  33. Chang Y, Jeon J, Song TJ, Kim J (2022) Association between the fatty liver index and the risk of severe complications in COVID-19 patients: a nationwide retrospective cohort study. BMC Infect Dis 22:384. https://doi.org/10.1186/s12879-022-07370-x

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Cheng YL, Wang YJ, Lan KH, Huo TI, Huang YH, Su CW, Hsieh WY, Hou MC, Lin HC, Lee FY, Wu JC, Lee SD (2017) Fatty liver index and lipid accumulation product can predict metabolic syndrome in subjects without fatty liver disease. Gastroenterol Res Pract 2017:9279836. https://doi.org/10.1155/2017/9279836

    Article  PubMed  PubMed Central  Google Scholar 

  35. Choi YJ, Lee DH, Han KD, Yoon H, Shin CM, Park YS, Kim N (2018) Is nonalcoholic fatty liver disease associated with the development of prostate cancer? A nationwide study with 10,516,985 Korean men. PLoS ONE 13:e0201308. https://doi.org/10.1371/journal.pone.0201308

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Chung GE, Jeong SM, Cho EJ, Yoo JJ, Cho Y, Lee KN, Shin DW, Kim YJ, Yoon JH, Han K, Yu SJ (2022) Association of fatty liver index with all-cause and disease-specific mortality: a nationwide cohort study. Metabolism 133:155222. https://doi.org/10.1016/j.metabol.2022.155222

    Article  CAS  PubMed  Google Scholar 

  37. Chung TH, Kim JK, Kim JH, Lee YJ (2021) Fatty liver index as a simple and useful predictor for 10-year cardiovascular disease risks determined by Framingham risk score in the general Korean population. J Gastrointestin Liver Dis 30:221–226. https://doi.org/10.15403/jgld-3404

  38. Cicero AFG, Gitto S, Fogacci F, Rosticci M, Giovannini M, D'Addato S, Andreone P, Borghi C, Brisighella Heart Study Group Medical and Surgical Sciences Dept., University of Bologna (2018) Fatty liver index is associated to pulse wave velocity in healthy subjects: data from the Brisighella Heart Study. Eur J Intern Med 53:29-33.https://doi.org/10.1016/j.ejim.2018.03.010

  39. Cicero AFG, Sahebkar A, Fogacci F, Bove M, Giovannini M, Borghi C (2020) Effects of phytosomal curcumin on anthropometric parameters, insulin resistance, cortisolemia and non-alcoholic fatty liver disease indices: a double-blind, placebo-controlled clinical trial. Eur J Nutr 59:477–483. https://doi.org/10.1007/s00394-019-01916-7

    Article  CAS  PubMed  Google Scholar 

  40. Colosimo S, Ravaioli F, Petroni ML, Brodosi L, Marchignoli F, Barbanti FA, Sasdelli AS, Marchesini G, Pironi L (2021) Effects of antidiabetic agents on steatosis and fibrosis biomarkers in type 2 diabetes: a real-world data analysis. Liver Int 41:731–742. https://doi.org/10.1111/liv.14799

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  41. Cuthbertson DJ, Koskinen J, Brown E, Magnussen CG, Hutri-Kähönen N, Sabin M, Tossavainen P, Jokinen E, Laitinen T, Viikari J, Raitakari OT, Juonala M (2021) Fatty liver index predicts incident risk of prediabetes, type 2 diabetes and non-alcoholic fatty liver disease (NAFLD). Ann Med 53:1256–1264. https://doi.org/10.1080/07853890.2021.1956685

    Article  CAS  PubMed  Google Scholar 

  42. Damba T, Bourgonje AR, Abdulle AE, Pasch A, Sydor S, van den Berg EH, Gansevoort RT, Bakker SJL, Blokzijl H, Dullaart RPF, van Goor H, Moshage H (2020) Oxidative stress is associated with suspected non-alcoholic fatty liver disease and all-cause mortality in the general population. Liver Int 40:2148–2159. https://doi.org/10.1111/liv.14562

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  43. Danielsson O, Nano J, Pahkala K, Rospleszcz S, Lehtimäki T, Schlett CL, Kähönen M, Bamberg F, Raitakari O, Peters A, Nissinen MJ, Åberg FO (2022) Validity of fatty liver disease indices in the presence of alcohol consumption. Scand J Gastroentero l57:1349–1360. https://doi.org/10.1080/00365521.2022.2085060

  44. Detopoulou P, Nomikos T, Fragopoulou E, Antonopoulou S (2021) Association of PAF and its metabolic enzymes with GGT and the fatty liver index in healthy volunteers. Curr Vasc Pharmacol 19:663–672. https://doi.org/10.2174/1570161119666210628125239

    Article  CAS  PubMed  Google Scholar 

  45. Farcas AD, Vonica CL, Golea A (2017) Non-alcoholic fatty liver disease, bulb carotid intima-media thickness and obesity phenotypes: results of a prospective observational study. Med Ultrason 19:265–271. https://doi.org/10.11152/mu-1015

  46. Fiorentino TV, Marini MA, Succurro E, Andreozzi F, Sciacqua A, Hribal ML, Perticone F, Sesti G (2017) Association between hemoglobin glycation index and hepatic steatosis in non-diabetic individuals. Diabetes Res Clin Pract 134:53–61. https://doi.org/10.1016/j.diabres.2017.09.017

    Article  CAS  PubMed  Google Scholar 

  47. Fogacci F, Rizzoli E, Giovannini M, Bove M, D’Addato S, Borghi C, Cicero AFG (2022) Effect of dietary supplementation with Eufortyn® Colesterolo Plus on serum lipids, endothelial reactivity, indexes of non-alcoholic fatty liver disease and systemic inflammation in healthy subjects with polygenic hypercholesterolemia: the ANEMONE study. Nutrients 14:2099. https://doi.org/10.3390/nu14102099

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. Fojas EGF, Buckley AJ, Lessan N (2022) Associations between neck circumference and markers of dysglycemia, non-alcoholic fatty liver disease, and dysmetabolism independent of body mass index in an Emirati population. Front Endocrinol (Lausanne) 13:929724. https://doi.org/10.3389/fendo.2022.929724

    Article  PubMed  Google Scholar 

  49. Fracanzani AL, Pisano G, Consonni D, Tiraboschi S, Baragetti A, Bertelli C, Norata GD, Dongiovanni P, Valenti L, Grigore L, Tonella T, Catapano A, Fargion S (2016) Epicardial adipose tissue (EAT) thickness is associated with cardiovascular and liver damage in nonalcoholic fatty liver disease. PLoS ONE 11:e0162473. https://doi.org/10.1371/journal.pone.0162473

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  50. Furuhashi M, Kataoka Y, Nishikawa R, Koyama M, Sakai A, Higashiura Y, Tanaka M, Saitoh S, Shimamoto K, Ohnishi H (2022) Circulating PCSK7 level is independently associated with obesity, triglycerides level and fatty liver index in a general population without medication. J Atheroscler Thromb 29:1275–1284. https://doi.org/10.5551/jat.63159

    Article  CAS  PubMed  Google Scholar 

  51. Gastaldelli A, Kozakova M, Højlund K, Flyvbjerg A, Favuzzi A, Mitrakou A, Balkau B, Investigators RISC (2009) Fatty liver is associated with insulin resistance, risk of coronary heart disease, and early atherosclerosis in a large European population. Hepatology 49:1537–1544. https://doi.org/10.1002/hep.22845

    Article  CAS  PubMed  Google Scholar 

  52. Godin O, Leboyer M, Belzeaux R, Bellivier F, Loftus J, Courtet P, Dubertret C, Gard S, Henry C, Llorca PM, Schwan R, Passerieux C, Polosan M, Samalin L, Olié E, Etain B, FondaMental Advanced Centers of Expertise in Bipolar Disorders (FACE-BD) Collaborators (2021) Non-alcoholic fatty liver disease in a sample of individuals with bipolar disorders: results from the FACE-BD cohort. Acta Psychiatr Scand 143:82-91.https://doi.org/10.1111/acps.13239

  53. Góralska J, Raźny U, Polus A, Dziewońska A, Gruca A, Zdzienicka A, Dembińska-Kieć A, Solnica B, Micek A, Kapusta M, Słowińska-Solnica K, Malczewska-Malec M (2020) Enhanced GIP secretion in obesity is associated with biochemical alteration and miRNA contribution to the development of liver steatosis. Nutrients 12:476. https://doi.org/10.3390/nu12020476

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  54. Han AL, Lee HK (2022) Comparison of the diagnostic performance of steatosis indices for discrimination of CT-diagnosed metabolic dysfunction-associated fatty liver disease. Metabolites 12:664. https://doi.org/10.3390/metabo12070664

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  55. Han AL (2021) Association between metabolic associated fatty liver disease and osteoarthritis using data from the Korean national health and nutrition examination survey (KNHANES). Inflammopharmacology 29:1111–1118. https://doi.org/10.1007/s10787-021-00842-7

    Article  CAS  PubMed  Google Scholar 

  56. Han B, Lee GB, Yim SY, Cho KH, Shin KE, Kim JH, Park YG, Han KD, Kim YH (2022) Non-alcoholic fatty liver disease defined by fatty liver index and incidence of heart failure in the Korean population: a nationwide cohort study. Diagnostics (Basel) 12:663. https://doi.org/10.3390/diagnostics12030663

    Article  PubMed  Google Scholar 

  57. Handberg A, Højlund K, Gastaldelli A, Flyvbjerg A, Dekker JM, Petrie J, Piatti P, Beck-Nielsen H, Investigators RISC (2012) Plasma sCD36 is associated with markers of atherosclerosis, insulin resistance and fatty liver in a nondiabetic healthy population. J Intern Med 271:294–304. https://doi.org/10.1111/j.1365-2796.2011.02442.x

    Article  CAS  PubMed  Google Scholar 

  58. Hao YP, Ma XJ, Luo YQ, Ni J, Dou JX, Hu YQ, Zhu JA, Bao YQ, Jia WP (2014) Serum vitamin D is associated with non-alcoholic fatty liver disease in Chinese males with normal weight and liver enzymes. Acta Pharmacol Sin 35:1150–1156. https://doi.org/10.1038/aps.2014.48

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  59. He X, Shen Y, Ma X, Ying L, Peng J, Pan X, Bao Y, Zhou J (2018) The association of serum FGF23 and non-alcoholic fatty liver disease is independent of vitamin D in type 2 diabetes patients. Clin Exp Pharmacol Physiol 45:668–674. https://doi.org/10.1111/1440-1681.12933

    Article  CAS  PubMed  Google Scholar 

  60. Higashiura Y, Furuhashi M, Tanaka M, Takahashi S, Koyama M, Ohnishi H, Numata K, Hisasue T, Hanawa N, Moniwa N, Tsuchihashi K, Miura T (2021) High level of fatty liver index predicts new onset of diabetes mellitus during a 10-year period in healthy subjects. Sci Rep 11:12830. https://doi.org/10.1038/s41598-021-92292-y

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  61. Higashiura Y, Furuhashi M, Tanaka M, Takahashi S, Mori K, Miyamori D, Koyama M, Ohnishi H, Moniwa N, Numata K, Hisasue T, Hanawa N, Miura T (2021) Elevated fatty liver index is independently associated with new onset of hypertension during a 10-year period in both male and female subjects. J Am Heart Assoc 10:e021430. https://doi.org/10.1161/JAHA.121.021430

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  62. Hsing JC, Nguyen MH, Yang B, Min Y, Han SS, Pung E, Winter SJ, Zhao X, Gan D, Hsing AW, Zhu S, Wang CJ (2019) Associations between body fat, muscle mass, and nonalcoholic fatty liver disease: a population-based study. Hepatol Commun 3:1061–1072. https://doi.org/10.1002/hep4.1392

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  63. Huang Y, Huang X, Ding L, Wang P, Peng K, Chen Y, Dai M, Zhang D, Xu M, Bi Y, Wang W (2015) Serum fetuin-A associated with fatty liver index, early indicator of nonalcoholic fatty liver disease: a strobe-compliant article. Medicine 94:e1517. https://doi.org/10.1097/MD.0000000000001517. (Baltimore)

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  64. Huber Y, Pfirrmann D, Gebhardt I, Labenz C, Gehrke N, Straub BK, Ruckes C, Bantel H, Belda E, Clément K, Leeming DJ, Karsdal MA, Galle PR, Simon P, Schattenberg JM (2019) Improvement of non-invasive markers of NAFLD from an individualised, web-based exercise program. Aliment Pharmacol Ther 50:930–939. https://doi.org/10.1111/apt.15427

    Article  CAS  PubMed  Google Scholar 

  65. Huh JH, Kim JY, Choi E, Kim JS, Chang Y, Sung KC (2017) The fatty liver index as a predictor of incident chronic kidney disease in a 10-year prospective cohort study. PLoS ONE 12:e0180951. https://doi.org/10.1371/journal.pone.0180951

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  66. Janac J, Zeljkovic A, Jelic-Ivanovic Z, Dimitrijevic-Sreckovic V, Miljkovic M, Stefanovic A, Munjas J, Vekic J, Kotur-Stevuljevic J, Spasojević-Kalimanovska V (2019) The association between lecithin-cholesterol acyltransferase activity and fatty liver index. Ann Clin Biochem 56:583–592. https://doi.org/10.1177/0004563219853596

    Article  CAS  PubMed  Google Scholar 

  67. Jiang ZY, Xu CY, Chang XX, Li WW, Sun LY, Yang XB, Yu LF (2013) Fatty liver index correlates with non-alcoholic fatty liver disease, but not with newly diagnosed coronary artery atherosclerotic disease in Chinese patients. BMC Gastroenterol 13:110. https://doi.org/10.1186/1471-230X-13-110

    Article  PubMed  PubMed Central  Google Scholar 

  68. Jones GS, Alvarez CS, Graubard BI, McGlynn KA (2022) Agreement between the prevalence of nonalcoholic fatty liver disease determined by transient elastography and fatty liver indices. Clin Gastroenterol Hepatol 20:227-229.e2. https://doi.org/10.1016/j.cgh.2020.11.028

    Article  CAS  PubMed  Google Scholar 

  69. Jung CH, Lee WJ, Hwang JY, Yu JH, Shin MS, Lee MJ, Jang JE, Leem J, Park JY, Kim HK (2013) Assessment of the fatty liver index as an indicator of hepatic steatosis for predicting incident diabetes independently of insulin resistance in a Korean population. Diabet Med 30:428–435. https://doi.org/10.1111/dme.12104

    Article  CAS  PubMed  Google Scholar 

  70. Jung JY, Park SK, Oh CM, Chung PW, Ryoo JH (2019) Non-alcoholic fatty liver disease and its association with depression in Korean general population. J Korean Med Sci 34:e199. https://doi.org/10.3346/jkms.2019.34.e199

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  71. Jurado-Fasoli L, Di X, Kohler I, Osuna-Prieto FJ, Hankemeier T, Krekels E, Harms AC, Yang W, Garcia-Lario JV, Fernández-Veledo S, Ruiz JR, Rensen PCN, Martinez-Tellez B (2022) Omega-6 and omega-3 oxylipins as potential markers of cardiometabolic risk in young adults. Obesity 30:50–61. https://doi.org/10.1002/oby.23282. (Silver Spring)

    Article  CAS  PubMed  Google Scholar 

  72. Karsdal MA, Henriksen K, Genovese F, Leeming DJ, Nielsen MJ, Riis BJ, Christiansen C, Byrjalsen I, Schuppan D (2017) Serum endotrophin identifies optimal responders to PPARγ agonists in type 2 diabetes. Diabetologia 60:50–59. https://doi.org/10.1007/s00125-016-4094-1

    Article  CAS  PubMed  Google Scholar 

  73. Kawaguchi T, Charlton M, Kawaguchi A, Yamamura S, Nakano D, Tsutsumi T, Zafer M, Torimura T (2021) Effects of Mediterranean diet in patients with nonalcoholic fatty liver disease: a systematic review, meta-analysis, and meta-regression analysis of randomized controlled trials. Semin Liver Dis 41:225–234. https://doi.org/10.1055/s-0041-1723751

    Article  PubMed  Google Scholar 

  74. Kim HY, Kim CW, Park CH, Choi JY, Han K, Merchant AT, Park YM (2016) Low skeletal muscle mass is associated with non-alcoholic fatty liver disease in Korean adults: The Fifth Korea National Health and Nutrition Examination Survey. Hepatobiliary Pancreat Dis Int 15:39–47. https://doi.org/10.1016/s1499-3872(15)60030-3

    Article  PubMed  Google Scholar 

  75. Kim JH, Jung DH, Kwon YJ, Lee JI, Shim JY (2019) The impact of the sleep duration on NAFLD score in Korean middle-aged adults: a community-based cohort study. Sleep Med 57:144–150. https://doi.org/10.1016/j.sleep.2019.02.012

    Article  CAS  PubMed  Google Scholar 

  76. Kim JH, Moon JS, Byun SJ, Lee JH, Kang DR, Sung KC, Kim JY, Huh JH (2020) Fatty liver index and development of cardiovascular disease in Koreans without pre-existing myocardial infarction and ischemic stroke: a large population-based study. Cardiovasc Diabetol 19:51. https://doi.org/10.1186/s12933-020-01025-4

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  77. Kim KS, Hong S, Ahn HY, Park CY (2022) Triglyceride and glucose index is a simple and easy-to-calculate marker associated with nonalcoholic fatty liver disease. Obesity 30:1279–1288. https://doi.org/10.1002/oby.23438. (Silver Spring)

    Article  CAS  PubMed  Google Scholar 

  78. Kim MJ, Kim MS, Lee HB, Roh JH, Jeon JH (2023) Relationship between the high fatty liver index and risk of fracture. Gut Liver 17:119–129. https://doi.org/10.5009/gnl210571

    Article  CAS  PubMed  Google Scholar 

  79. Kim N, Roh JH, Lee H, Kim D, Heo SJ (2022) The impact of non-alcoholic fatty liver disease on sleep apnea in healthy adults: a nationwide study of Korea. PLoS ONE 17:e0271021. https://doi.org/10.1371/journal.pone.0271021

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  80. Kim TJ, Sinn DH, Min YW, Son HJ, Kim JJ, Chang Y, Baek SY, Ahn SH, Lee H, Ryu S (2017) A cohort study on Helicobacter pylori infection associated with nonalcoholic fatty liver disease. J Gastroenterol 52:1201–1210. https://doi.org/10.1007/s00535-017-1337-y

    Article  PubMed  Google Scholar 

  81. Klisic A, Isakovic A, Kocic G, Kavaric N, Jovanovic M, Zvrko E, Skerovic V, Ninic A (2018) Relationship between oxidative stress, inflammation and dyslipidemia with fatty liver index in patients with type 2 diabetes mellitus. Exp Clin Endocrinol Diabetes 126:371–378. https://doi.org/10.1055/s-0043-118667

    Article  CAS  PubMed  Google Scholar 

  82. Klisić A, Kavarić N, Abenavoli L, Stanišić V, Spasojević-Kalimanovska V, Kotur-Stevuljević J, Ninić A (2020) Is endocan a novel potential biomarker of liver steatosis and fibrosis? J Med Biochem 39:363–371. https://doi.org/10.2478/jomb-2019-0042

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  83. Klisic A, Kavaric N, Jovanovic M, Soldatovic I, Gligorovic-Barhanovic N, Kotur-Stevuljevic J (2017) Bioavailable testosterone is independently associated with fatty liver index in postmenopausal women. Arch Med Sci 13:1188–1196. https://doi.org/10.5114/aoms.2017.68972

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  84. Koelman L, Reichmann R, Börnhorst C, Schulze MB, Weikert C, Biemann R, Isermann B, Fritsche A, Aleksandrova K (2021) Determinants of elevated chemerin as a novel biomarker of immunometabolism: data from a large population-based cohort. Endocr Connect 10:1200–1211. https://doi.org/10.1530/EC-21-0273

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  85. Kohsari M, Moradinazar M, Rahimi Z, Najafi F, Pasdar Y, Shakiba E (2022) New inflammatory biomarkers (lymphocyte and monocyte percentage to high-density lipoprotein cholesterol ratio and lymphocyte to monocyte percentage ratio) and their association with some cardiometabolic diseases: results from a large Kurdish cohort study in Iran. Wien Klin Wochenschr 134:626–635. https://doi.org/10.1007/s00508-022-02029-8

    Article  CAS  PubMed  Google Scholar 

  86. Kondo T, Miyakawa N, Kitano S, Watanabe T, Goto R, Suico MA, Sato M, Takaki Y, Sakaguchi M, Igata M, Kawashima J, Motoshima H, Matsumura T, Kai H, Araki E (2021) Activation of heat shock response improves biomarkers of NAFLD in patients with metabolic diseases. Endocr Connect 10:521–533. https://doi.org/10.1530/EC-21-0084

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  87. Konieczna J, Fiol M, Colom A, Martínez-González MÁ, Salas-Salvadó J, Corella D, Soria-Florido MT, Martínez JA, Alonso-Gómez ÁM, Wärnberg J, Vioque J, López-Miranda J, Estruch R, Bernal-López MR, Lapetra J, Serra-Majem L, Bueno-Cavanillas A, Tur JA, Martín Sánchez V, Pintó X, Gaforio JJ, Matía-Martín P, Vidal J, Vázquez C, Daimiel L, Ros E, Bes-Rastrollo M, Pascual M, Sorlí JV, Goday A, Zulet MÁ, Moreno-Rodriguez A, Carmona González FJ, Valls-Enguix R, Janer JM, Garcia-Rios A, Casas R, Gomez-Perez AM, Santos-Lozano JM, Basterra-Gortari FJ, Martínez MÁ, Ortega-Azorin C, Bayó J, Abete I, Salaverria-Lete I, Ruiz-Canela M, Babio N, Carres L, Romaguera D (2022) Does consumption of ultra-processed foods matter for liver health? Prospective analysis among older adults with metabolic syndrome. Nutrients 14:4142. https://doi.org/10.3390/nu14194142

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  88. Kosmalski M, Drzewoski J, Szymczak-Pajor I, Zieleniak A, Mikołajczyk-Solińska M, Kasznicki J, Śliwińska A (2022) Irisin is related to non-alcoholic fatty liver disease (NAFLD). Biomedicines 10:2253. https://doi.org/10.3390/biomedicines10092253

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  89. Kozakova M, Palombo C, Eng MP, Dekker J, Flyvbjerg A, Mitrakou A, Gastaldelli A, Ferrannini E, Investigators RISC (2012) Fatty liver index, gamma-glutamyltransferase, and early carotid plaques. Hepatology 55:1406–1415. https://doi.org/10.1002/hep.25555

    Article  CAS  PubMed  Google Scholar 

  90. Kunutsor SK, Bakker SJL, Blokzijl H, Dullaart RPF (2017) Associations of the fatty liver and hepatic steatosis indices with risk of cardiovascular disease: Interrelationship with age. Clin Chim Acta 466:54–60. https://doi.org/10.1016/j.cca.2017.01.008

    Article  CAS  PubMed  Google Scholar 

  91. Kurdiova T, Balaz M, Kovanicova Z, Zemkova E, Kuzma M, Belan V, Payer J, Gasperikova D, Dieplinger H, Ukropcova B, Ukropec J (2021) Serum afamin a novel marker of increased hepatic lipid content. Front Endocrinol (Lausanne) 12:670425. https://doi.org/10.3389/fendo.2021.670425

    Article  PubMed  Google Scholar 

  92. Lampignano L, Donghia R, Griseta C, Lagravinese G, Sciarra S, Zupo R, Castellana F, Bortone I, Guerra V, Tirelli S, De Nucci S, Tatoli R, Lozupone M, Sborgia G, Leo A, De Pergola G, Giannelli G, Panza F, Sardone R (2021) Liver health and dementia in an Italian older population: findings from the Salus in Apulia Study. Front Aging Neurosci 13:748888. https://doi.org/10.3389/fnagi.2021.748888

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  93. Lee HK, Shin SR, Han AL (2022) Metabolic dysfunction associated fatty liver disease (MAFLD) and serum vitamin D concentration in South Korea. Asia Pac J Clin Nutr 31:201–207. https://doi.org/10.6133/apjcn.202206_31(2).0005

    Article  CAS  PubMed  Google Scholar 

  94. Lee JI, Lee HW, Lee KS, Lee HS, Park JY (2021) Effects of statin use on the development and progression of nonalcoholic fatty liver disease: a nationwide nested case-control study. Am J Gastroenterol 116:116–124. https://doi.org/10.14309/ajg.0000000000000845

  95. Lee JM, Park YM, Yun JS, Ahn YB, Lee KM, Kim DB, Lee JM, Han K, Ko SH (2020) The association between nonalcoholic fatty liver disease and esophageal, stomach, or colorectal cancer: National population-based cohort study. PLoS ONE 15:e0226351. https://doi.org/10.1371/journal.pone.0226351

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  96. Lee SB, Park GM, Lee JY, Lee BU, Park JH, Kim BG, Jung SW, Jeong ID, Bang SJ, Shin JW, Park NH, Yang DH, Kang JW, Lim TH, Kim HK, Choe J, Lee HC (2018) Association between non-alcoholic fatty liver disease and subclinical coronary atherosclerosis: an observational cohort study. J Hepatol 68:1018–1024. https://doi.org/10.1016/j.jhep.2017.12.012

    Article  PubMed  Google Scholar 

  97. Leone A, Battezzati A, Bedogni G, Vignati L, Vanzulli A, De Amicis R, Foppiani A, Bertoli S (2019) Sex- and age-related differences in the contribution of ultrasound-measured visceral and subcutaneous abdominal fat to fatty liver index in overweight and obese Caucasian adults. Nutrients 11:3008. https://doi.org/10.3390/nu11123008

    Article  PubMed  PubMed Central  Google Scholar 

  98. Lerchbaum E, Gruber HJ, Schwetz V, Giuliani A, Möller R, Pieber TR, Obermayer-Pietsch B (2011) Fatty liver index in polycystic ovary syndrome. Eur J Endocrinol 165:935–943. https://doi.org/10.1530/EJE-11-0614

    Article  CAS  PubMed  Google Scholar 

  99. Lerchbaum E, Pilz S, Grammer TB, Boehm BO, Stojakovic T, Obermayer-Pietsch B, März W (2013) The fatty liver index is associated with increased mortality in subjects referred to coronary angiography. Nutr Metab Cardiovasc Dis 23:1231–1238. https://doi.org/10.1016/j.numecd.2013.02.004

    Article  CAS  PubMed  Google Scholar 

  100. Leutner M, Göbl C, Schlager O, Charwat-Resl S, Wielandner A, Howorka E, Prünner M, Bozkurt L, Maruszczak K, Geyik H, Prosch H, Pacini G, Kautzky-Willer A (2017) The fatty liver index (FLI) relates to diabetes-specific parameters and an adverse lipid profile in a cohort of nondiabetic, dyslipidemic patients. J Am Coll Nutr 36:287–294. https://doi.org/10.1080/07315724.2016.1262802

    Article  CAS  PubMed  Google Scholar 

  101. Li X, Heiskanen JS, Ma H, Heianza Y, Guo Y, Kelly TN, He H, Fonseca VA, Chen W, Harville EW, Ruohonen S, Hutri-Kähönen N, Bazzano LA, Raitakari OT, Qi L (2021) Fatty liver index and left ventricular mass: prospective associations from two independent cohorts. J Hyperten 39:961–969. https://doi.org/10.1097/HJH.0000000000002716

    Article  CAS  Google Scholar 

  102. Liu CC, Huang SP, Hsieh TJ, Lee CH, Cheng KH, Huang TY, Geng JH, Li CC, Wu WJ, Lee YC (2021) Fatty liver index is associated with the risk of testosterone deficiency in aging men without metabolic syndrome. Andrology 9:863–872. https://doi.org/10.1111/andr.12979

    Article  CAS  PubMed  Google Scholar 

  103. Liu Y, Wang W, Yu X, Qi X (2018) Thyroid function and risk of non-alcoholic fatty liver disease in euthyroid subjects. Ann Hepatol 17:779–788. https://doi.org/10.5604/01.3001.0012.3136

    Article  CAS  PubMed  Google Scholar 

  104. Lo Re O, Maugeri A, Hruskova J, Jakubik J, Kucera J, Bienertova-Vasku J, Oben JA, Kubala L, Dvorakova A, Ciz M, Vinciguerra M (2019) Obesity-induced nucleosome release predicts poor cardio-metabolic health. Clin Epigenetics 12:2. https://doi.org/10.1186/s13148-019-0797-8

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  105. Lonardo A, Ballestri S, Marchesini G, Angulo P, Loria P (2015) Nonalcoholic fatty liver disease: a precursor of the metabolic syndrome. Dig Liver Dis 47:181–190. https://doi.org/10.1016/j.dld.2014.09.020

    Article  PubMed  Google Scholar 

  106. Lopez-Yus M, Lorente-Cebrian S, Del Moral-Bergos R, Hörndler C, Garcia-Sobreviela MP, Casamayor C, Sanz-Paris A, Bernal-Monterde V, Arbones-Mainar JM (2022) Identification of novel targets in adipose tissue involved in non-alcoholic fatty liver disease progression. FASEB J 36:e22429. https://doi.org/10.1096/fj.202200118RR

    Article  CAS  PubMed  Google Scholar 

  107. Lu YC, Chang CC, Wang CP, Hung WC, Tsai IT, Tang WH, Wu CC, Wei CT, Chung FM, Lee YJ, Hsu CC (2020) Circulating fatty acid-binding protein 1 (FABP1) and nonalcoholic fatty liver disease in patients with type 2 diabetes mellitus. Int J Med Sci 17:182–190. https://doi.org/10.7150/ijms.40417

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  108. Luo YQ, Ma XJ, Hao YP, Pan XP, Xu YT, Xiong Q, Bao YQ, Jia WP (2015) Inverse relationship between serum osteocalcin levels and nonalcoholic fatty liver disease in postmenopausal Chinese women with normal blood glucose levels. Acta Pharmacol Sin 36:1497–1502. https://doi.org/10.1038/aps.2015.81

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  109. Ma D, Zeng J, Huang B, Yan F, Ye J, Chen Y, Zeng X, Zheng X, Xiao F, Lin M, Liu C, Li Z (2021) Independent associations of thyroid-related hormones with hepatic steatosis and insulin resistance in euthyroid overweight/obese Chinese adults. BMC Gastroenterol 21:431. https://doi.org/10.1186/s12876-021-02011-0

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  110. Mäkelä TNK, Tuomainen TP, Hantunen S, Virtanen JK (2022) Associations of serum n-3 and n-6 polyunsaturated fatty acids with prevalence and incidence of nonalcoholic fatty liver disease. Am J Clin Nutr 116:759–770. https://doi.org/10.1093/ajcn/nqac150

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  111. Mantovani A, Zaza G, Byrne CD, Lonardo A, Zoppini G, Bonora E, Targher G (2018) Nonalcoholic fatty liver disease increases risk of incident chronic kidney disease: A systematic review and meta-analysis. Metabolism 79:64–76. https://doi.org/10.1016/j.metabol.2017.11.003

    Article  CAS  PubMed  Google Scholar 

  112. Marin-Alejandre BA, Cantero I, Perez-Diaz-Del-Campo N, Monreal JI, Elorz M, Herrero JI, Benito-Boillos A, Quiroga J, Martinez-Echeverria A, Uriz-Otano JI, Huarte-Muniesa MP, Tur JA, Martinez JA, Abete I, Zulet MA (2021) Effects of two personalized dietary strategies during a 2-year intervention in subjects with nonalcoholic fatty liver disease: A randomized trial. Liver Int 41:1532–1544. https://doi.org/10.1111/liv.14818

    Article  CAS  PubMed  Google Scholar 

  113. Matsushita Y, Hasegawa Y, Takebe N, Onodera K, Shozushima M, Oda T, Nagasawa K, Honma H, Nata K, Sasaki A, Ishigaki Y (2021) Serum C-X-C motif chemokine ligand 14 levels are associated with serum C-peptide and fatty liver index in type 2 diabetes mellitus patients. J Diabetes Investig 12:1042–1049. https://doi.org/10.1111/jdi.13438

    Article  CAS  PubMed  Google Scholar 

  114. Merchan-Ramirez E, Sanchez-Delgado G, Arrizabalaga-Arriazu C, Acosta FM, Arias-Tellez MJ, Muñoz-Torres M, Garcia-Lario JV, Llamas-Elvira JM, Ruiz JR (2022) Circulating concentrations of free triiodothyronine are associated with central adiposity and cardiometabolic risk factors in young euthyroid adults. J Physiol Biochem 78:629–640. https://doi.org/10.1007/s13105-022-00881-w

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  115. Merino J, Sala-Vila A, Plana N, Girona J, Vallve JC, Ibarretxe D, Ros E, Ferré R, Heras M, Masana L (2016) Serum palmitoleate acts as a lipokine in subjects at high cardiometabolic risk. Nutr Metab Cardiovasc Dis 26:261–267. https://doi.org/10.1016/j.numecd.2015.12.008

    Article  CAS  PubMed  Google Scholar 

  116. Mitrovic B, Gluvic Z, Macut D, Obradovic M, Sudar-Milovanovic E, Soskic S, Stajic D, Isenovic ER (2022) Effects of metformin-single therapy on the level of inflammatory markers in serum of non-obese T2DM patients with NAFLD. Endocr Metab Immune Disord Drug Targets 22:117–124. https://doi.org/10.2174/1871530321666210225110140

    Article  CAS  PubMed  Google Scholar 

  117. Miya A, Nakamura A, Miyoshi H, Ukawa S, Nakamura K, Nakagawa T, Terauchi Y, Tamakoshi A, Atsumi T (2020) Correlation between serum proinsulin levels and fatty liver: the Dynamics of Lifestyle and Neighborhood Community on Health Study. J Diabetes Investig 11:964–970. https://doi.org/10.1111/jdi.13221

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  118. Moreno-Vedia J, Rosales R, Ozcariz E, Llop D, Lahuerta M, Benavent M, Rodríguez-Calvo R, Plana N, Pedragosa A, Masana L, Castro A, Ibarretxe D, Girona J (2022) Triglyceride-rich lipoproteins and glycoprotein A and B assessed by 1H-NMR in metabolic-associated fatty liver disease. Front Endocrinol 12:775677. https://doi.org/10.3389/fendo.2021.775677. (Lausanne)

    Article  Google Scholar 

  119. Mori K, Tanaka M, Higashiura Y, Hanawa N, Ohnishi H, Furuhashi M (2022) High fatty liver index is an independent predictor of ischemic heart disease during a 10-year period in a Japanese population. Hepatol Res 52:687–698. https://doi.org/10.1111/hepr.13790

    Article  CAS  PubMed  Google Scholar 

  120. Murayama K, Okada M, Tanaka K, Inadomi C, Yoshioka W, Kubotsu Y, Yada T, Isoda H, Kuwashiro T, Oeda S, Akiyama T, Oza N, Hyogo H, Ono M, Kawaguchi T, Torimura T, Anzai K, Eguchi Y, Takahashi H (2021) Prediction of nonalcoholic fatty liver disease using noninvasive and non-imaging procedures in Japanese health checkup examinees. Diagnostics 11:132. https://doi.org/10.3390/diagnostics11010132. (Basel)

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  121. Muscogiuri G, Barrea L, Laudisio D, Di Somma C, Pugliese G, Salzano C, Colao A, Savastano S (2019) Somatotropic axis and obesity: is there any role for the Mediterranean diet? Nutrients 11:2228. https://doi.org/10.3390/nu11092228

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  122. Naderi A, Farjam M, Mojarrad Sani M, Abdollahi A, Alkamel A, Keshavarzian O, Tabrizi R (2023) The association between nonalcoholic fatty liver disease and corrected QT interval prolongation among generally healthy Iranian population: Fasa Cohort Study (FACS). Clin Cardiol 46:615–621. https://doi.org/10.1002/clc.24015

    Article  PubMed  PubMed Central  Google Scholar 

  123. Nadinskaia M, Maevskaya M, Ivashkin V, Kodzoeva K, Pirogova I, Chesnokov E, Nersesov A, Kaibullayeva J, Konysbekova A, Raissova A, Khamrabaeva F, Zueva E (2021) Ursodeoxycholic acid as a means of preventing atherosclerosis, steatosis and liver fibrosis in patients with nonalcoholic fatty liver disease. World J Gastroenterol 27:959–975. https://doi.org/10.3748/wjg.v27.i10.959

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  124. Nass KJ, van den Berg EH, Faber KN, Schreuder TCMA, Blokzijl H, Dullaart RPF (2017) High prevalence of apolipoprotein B dyslipoproteinemias in non-alcoholic fatty liver disease: the lifelines cohort study. Metabolism 72:37–46. https://doi.org/10.1016/j.metabol.2017.04.004

    Article  CAS  PubMed  Google Scholar 

  125. Nass KJ, van den Berg EH, Gruppen EG, Dullaart RPF (2018) Plasma lecithin:cholesterol acyltransferase and phospholipid transfer protein activity independently associate with nonalcoholic fatty liver disease. Eur J Clin Invest 48:e12988. https://doi.org/10.1111/eci.12988

    Article  CAS  PubMed  Google Scholar 

  126. Olubamwo OO, Virtanen JK, Pihlajamaki J, Mantyselka P, Tuomainen TP (2019) Fatty liver index as a predictor of increased risk of cardiometabolic disease: finding from the Kuopio Ischaemic Heart Disease Risk Factor Study Cohort. BMJ Open 9:e031420. https://doi.org/10.1136/bmjopen-2019-031420

    Article  PubMed  PubMed Central  Google Scholar 

  127. Olubamwo OO, Virtanen JK, Pihlajamäki J, Tuomainen TP (2019) Association of fatty liver disease with mortality outcomes in an Eastern Finland male cohort. BMJ Open Gastroenterol 6:e000219. https://doi.org/10.1136/bmjgast-2018-000219

    Article  PubMed  PubMed Central  Google Scholar 

  128. Park E, Kim J, Kim B, Park EY (2021) Association between environmental exposure to cadmium and risk of suspected non-alcoholic fatty liver disease. Chemosphere 266:128947. https://doi.org/10.1016/j.chemosphere.2020.128947

    Article  CAS  PubMed  Google Scholar 

  129. Park E, Park EY (2021) Inverse association between serum 25-hydroxyvitamin D levels and risk of suspected non-alcoholic fatty liver disease in obese population. Int J Environ Res Public Health 18:8682. https://doi.org/10.3390/ijerph18168682

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  130. Park JH, Choi IS, Han KD, Park H, Kim KH, Kim JS (2020) Association between fatty liver index and risk of breast cancer: a nationwide population-based study. Clin Breast Cancer 20:e450–e457. https://doi.org/10.1016/j.clbc.2020.02.004

    Article  CAS  PubMed  Google Scholar 

  131. Park JH, Hong JY, Han K, Kang W, Park JK (2022) Increased risk of pancreatic cancer in individuals with non-alcoholic fatty liver disease. Sci Rep 12:10681. https://doi.org/10.1038/s41598-022-14856-w

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  132. Park JH, Hong JY, Kwon M, Lee J, Han K, Han IW, Kang W, Park JK (2021) Association between non-alcoholic fatty liver disease and the risk of biliary tract cancers: a South Korean nationwide cohort study. Eur J Cancer 150:73–82. https://doi.org/10.1016/j.ejca.2021.03.024

    Article  PubMed  Google Scholar 

  133. Pasco JA, Sui SX, West EC, Anderson KB, Rufus-Membere P, Tembo MC, Hyde NK, Williams LJ, Liu ZSJ, Kotowicz MA (2022) Fatty liver index and skeletal muscle density. Calcif Tissue Int 110:649–657. https://doi.org/10.1007/s00223-021-00939-9

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  134. Perticone M, Cimellaro A, Maio R, Caroleo B, Sciacqua A, Sesti G, Perticone F (2016) Additive effect of non-alcoholic fatty liver disease on metabolic syndrome-related endothelial dysfunction in hypertensive patients. Int J Mol Sci 17:456. https://doi.org/10.3390/ijms17040456

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  135. Pervez MA, Khan DA, Mirza SA, Slehria AUR, Nisar U, Aamir M (2022) Comparison of delta-tocotrienol and alpha-tocopherol effects on hepatic steatosis and inflammatory biomarkers in patients with non-alcoholic fatty liver disease: a randomized double-blind active-controlled trial. Complement Ther Med 70:102866. https://doi.org/10.1016/j.ctim.2022.102866

    Article  PubMed  Google Scholar 

  136. Pervez MA, Khan DA, Slehria AUR, Ijaz A (2020) Delta-tocotrienol supplementation improves biochemical markers of hepatocellular injury and steatosis in patients with nonalcoholic fatty liver disease: a randomized, placebo-controlled trial. Complement Ther Med 52:102494. https://doi.org/10.1016/j.ctim.2020.102494

    Article  PubMed  Google Scholar 

  137. Poggiogalle E, Lubrano C, Gnessi L, Mariani S, Lenzi A, Donini LM (2016) Fatty liver index associates with relative sarcopenia and GH/ IGF- 1 status in obese subjects. PLoS ONE 11:e0145811. https://doi.org/10.1371/journal.pone.0145811

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  138. Post A, Garcia E, van den Berg EH, Flores-Guerrero JL, Gruppen EG, Groothof D, Westenbrink BD, Connelly MA, Bakker SJL, Dullaart RPF (2021) Nonalcoholic fatty liver disease, circulating ketone bodies and all-cause mortality in a general population-based cohort. Eur J Clin Invest 51:e13627. https://doi.org/10.1111/eci.13627

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  139. Puchałowicz K, Rać ME (2020) The multifunctionality of CD36 in diabetes mellitus and its complications-update in pathogenesis, treatment and monitoring. Cells 9:1877. https://doi.org/10.3390/cells9081877

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  140. Puig-Jové C, Castelblanco E, Falguera M, Hernández M, Soldevila B, Julián MT, Teis A, Julve J, Barranco-Altirriba M, Franch-Nadal J, Puig-Domingo M, Ortega E, Amigó N, Alonso N, Mauricio D (2022) Advanced lipoprotein profile in individuals with normal and impaired glucose metabolism. Rev Esp Cardiol (Engl Ed) 75:22–30. https://doi.org/10.1016/j.rec.2021.02.006

    Article  PubMed  Google Scholar 

  141. Purvis GSD, Collino M, Loiola RA, Baragetti A, Chiazza F, Brovelli M, Sheikh MH, Collotta D, Cento A, Mastrocola R, Aragno M, Cutrin JC, Reutelingsperger C, Grigore L, Catapano AL, Yaqoob MM, Norata GD, Solito E, Thiemermann C (2019) Identification of annexinA1 as an endogenous regulator of RhoA, and its role in the pathophysiology and experimental therapy of type-2 diabetes. Front Immunol 10:571. https://doi.org/10.3389/fimmu.2019.00571

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  142. Qu J, Dou J, Wang A, Liu Y, Lin L, Chen K, Zang L, Mu Y (2022) Fatty liver index for hyperuricemia diagnosis: a community-based cohort study. BMC Endocr Disord 22:114. https://doi.org/10.1186/s12902-022-01030-6

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  143. Rao AS, Hegde S, Pacioretty LM, DeBenedetto J, Babish JG (2020) Nigella sativa and Trigonella foenum-graecum supplemented chapatis safely improve HbA1c, body weight, waist circumference, blood lipids, and fatty liver in overweight and diabetic subjects: a twelve-week safety and efficacy study. J Med Food 23:905–919. https://doi.org/10.1089/jmf.2020.0075

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  144. Reginato E, Pippi R, Aiello C, Sbroma Tomaro E, Ranucci C, Buratta L, Bini V, Marchesini G, De Feo P, Fanelli C (2019) Effect of short term intensive lifestyle intervention on hepatic steatosis indexes in adults with obesity and/or type 2 diabetes. J Clin Med 8:851. https://doi.org/10.3390/jcm8060851

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  145. Ren M, Zhou X, Yu M, Cao Y, Xu C, Yu C, Ji F (2023) Prospective study of a new endoscopic duodenal-jejunal bypass sleeve in obese patients with nonalcoholic fatty liver disease (with video). Dig Endosc 35:58–66. https://doi.org/10.1111/den.14409

    Article  PubMed  Google Scholar 

  146. Rinella ME, Lazarus JV, Ratziu V, Francque SM, Sanyal AJ, Kanwal F, Romero D, Abdelmalek MF, Anstee QM, Arab JP, Arrese M, Bataller R, Beuers U, Boursier J, Bugianesi E, Byrne C, Castro Narro GE, Chowdhury A, Cortez-Pinto H, Cryer D, Cusi K, El-Kassas M, Klein S, Eskridge W, Fan J, Gawrieh S, Guy CD, Harrison SA, Kim SU, Koot B, Korenjak M, Kowdley K, Lacaille F, Loomba R, Mitchell-Thain R, Morgan TR, Powell E, Roden M, Romero-Gómez M, Silva M, Singh SP, Sookoian SC, Spearman CW, Tiniakos D, Valenti L, Vos MB, Wai-Sun Wong V, Xanthakos S, Yilmaz Y, Younossi Z, Hobbs A, Villota-Rivas M, Newsome PN, NAFLD Nomenclature consensus group (2023) A multi-society Delphi consensus statement on new fatty liver disease nomenclature. J Hepatol S0168–8278(23)00418-X. https://doi.org/10.1016/j.jhep.2023.06.003

  147. Rivera-Andrade A, Petrick JL, Alvarez CS, Graubard BI, Florio AA, Kroker-Lobos MF, Parisi D, Freedman ND, Lazo M, Guallar E, Groopman JD, Ramirez-Zea M, McGlynn KA (2022) Circulating bile acid concentrations and non-alcoholic fatty liver disease in Guatemala. Aliment Pharmacol Ther 56:321–329. https://doi.org/10.1111/apt.16948

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  148. Rogulj D, Konjevoda P, Milić M, Mladinić M, Domijan AM (2012) Fatty liver index as an indicator of metabolic syndrome. Clin Biochem 45:68–71. https://doi.org/10.1016/j.clinbiochem.2011.10.014

    Article  CAS  PubMed  Google Scholar 

  149. Roh E, Hwang SY, Yoo HJ, Baik SH, Lee JH, Son SJ, Kim HJ, Park YS, Lee SG, Cho BL, Jang HC, Kim BJ, Kim M, Won CW, Choi KM (2022) Impact of non-alcoholic fatty liver disease on the risk of sarcopenia: a nationwide multicenter prospective study. Hepatol Int 16:545–554. https://doi.org/10.1007/s12072-021-10258-8

    Article  PubMed  Google Scholar 

  150. Roh JH, Lee H, Yun-Jeong B, Park CS, Kim HJ, Yoon SY (2022) A nationwide survey of the association between nonalcoholic fatty liver disease and the incidence of asthma in Korean adults. PLoS ONE 17:e0262715. https://doi.org/10.1371/journal.pone.0262715

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  151. Roh JH, Lee JH, Lee H, Yoon YH, Kim M, Kim YG, Park GM, Park JH, Seong IW (2020) Association between non-alcoholic fatty liver disease and risk of new-onset atrial fibrillation in healthy adults. Liver Int 40:338–346. https://doi.org/10.1111/liv.14236

    Article  PubMed  Google Scholar 

  152. Ruhl CE, Everhart JE (2015) Fatty liver indices in the multiethnic United States National Health and Nutrition Examination Survey. Aliment Pharmacol Ther 41:65–76. https://doi.org/10.1111/apt.13012

    Article  CAS  PubMed  Google Scholar 

  153. Russo GI, Cimino S, Fragalà E, Privitera S, La Vignera S, Condorelli R, Calogero AE, Chisari M, Castelli T, Favilla V, Morgia G (2015) Relationship between non-alcoholic fatty liver disease and benign prostatic hyperplasia/lower urinary tract symptoms: new insights from an Italian cross-sectional study. World J Urol 33:743–751. https://doi.org/10.1007/s00345-014-1392-4

    Article  CAS  PubMed  Google Scholar 

  154. Ruuskanen MO, Åberg F, Männistö V, Havulinna AS, Méric G, Liu Y, Loomba R, Vázquez-Baeza Y, Tripathi A, Valsta LM, Inouye M, Jousilahti P, Salomaa V, Jain M, Knight R, Lahti L, Niiranen TJ (2021) Links between gut microbiome composition and fatty liver disease in a large population sample. Gut Microbes 13:1–22. https://doi.org/10.1080/19490976.2021.1888673

    Article  CAS  PubMed  Google Scholar 

  155. Sang H, Lee KN, Jung CH, Han K, Koh EH (2022) Association between organochlorine pesticides and nonalcoholic fatty liver disease in the National Health and Nutrition Examination Survey 2003–2004. Sci Rep 12:11590. https://doi.org/10.1038/s41598-022-15741-2

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  156. Sangouni AA, Alizadeh M, Jamalzehi A, Parastouei K (2021) Effects of garlic powder supplementation on metabolic syndrome components, insulin resistance, fatty liver index, and appetite in subjects with metabolic syndrome: a randomized clinical trial. Phytother Res 35:4433–4441. https://doi.org/10.1002/ptr.7146

    Article  CAS  PubMed  Google Scholar 

  157. Spahis S, Alvarez F, Ahmed N, Dubois J, Jalbout R, Paganelli M, Grzywacz K, Delvin E, Peretti N, Levy E (2018) Non-alcoholic fatty liver disease severity and metabolic complications in obese children: impact of omega-3 fatty acids. J Nutr Biochem 58:28–36. https://doi.org/10.1016/j.jnutbio.2018.03.025

    Article  CAS  PubMed  Google Scholar 

  158. Sun K, Lin D, Li F, Qi Y, Feng W, Yan L, Chen C, Ren M, Liu D (2018) Fatty liver index, albuminuria and the association with chronic kidney disease: a population-based study in China. BMJ Open 8:e019097. https://doi.org/10.1136/bmjopen-2017-019097

    Article  PubMed  PubMed Central  Google Scholar 

  159. Sun S, Yang Q, Zhou Q, Cao W, Yu S, Zhan S, Sun F (2022) Long-term exposure to air pollution, habitual physical activity and risk of non-alcoholic fatty liver disease: A prospective cohort study. Ecotoxicol Environ Saf 235:113440. https://doi.org/10.1016/j.ecoenv.2022.113440

    Article  CAS  PubMed  Google Scholar 

  160. Suppli MP, Bagger JI, Lelouvier B, Broha A, Demant M, Kønig MJ, Strandberg C, Lund A, Vilsbøll T, Knop FK (2021) Hepatic microbiome in healthy lean and obese humans. JHEP Rep 3:100299. https://doi.org/10.1016/j.jhepr.2021.100299

    Article  PubMed  PubMed Central  Google Scholar 

  161. Takahashi S, Tanaka M, Furuhashi M, Moniwa N, Koyama M, Higashiura Y, Osanami A, Gocho Y, Ohnishi H, Numata K, Hisasue T, Hanawa N, Miura T (2021) Fatty liver index is independently associated with deterioration of renal function during a 10-year period in healthy subjects. Sci Rep 11:8606. https://doi.org/10.1038/s41598-021-88025-w

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  162. Takahashi S, Tanaka M, Higashiura Y, Mori K, Hanawa N, Ohnishi H, Furuhashi M (2022) Prediction and validation of nonalcoholic fatty liver disease by fatty liver index in a Japanese population. Endocr J 69:463–471. https://doi.org/10.1507/endocrj.EJ21-0563

    Article  CAS  PubMed  Google Scholar 

  163. Tan KM, Tint MT, Kothandaraman N, Yap F, Godfrey KM, Lee YS, Tan KH, Gluckman PD, Chong YS, Chong MFF, Eriksson JG, Cameron-Smith D (2022) Association of plasma kynurenine pathway metabolite concentrations with metabolic health risk in prepubertal Asian children. Int J Obes 46:1128–1137. https://doi.org/10.1038/s41366-022-01085-4. (Lond)

    Article  CAS  Google Scholar 

  164. Tien NV, Arisawa K, Uemura H, Imaeda N, Goto C, Katsuura-Kamano S (2022) Association between nutrient patterns and fatty liver index: baseline survey of the Japan Multi-Institutional Collaborative Cohort Study in Tokushima, Japan. J Epidemiol 32:376–383. https://doi.org/10.2188/jea.JE20200447

    Article  PubMed  PubMed Central  Google Scholar 

  165. Turecký L, Kupčová V, Urfinová M, Repiský M, Uhlíková E (2021) Serum butyrylcholinesterase/HDL-cholesterol ratio and atherogenic index of plasma in patients with fatty liver disease. Vnitr Lek 67:4–8

    Article  PubMed  Google Scholar 

  166. Uchiyama M, Maruyama C, Umezawa A, Kameyama N, Sato A, Kamoshita K, Komine S, Hasegawa S (2022) A cross-sectional pilot study on food intake patterns identified from very short FFQ and metabolic factors including liver function in healthy Japanese adults. Nutrients 14:2442. https://doi.org/10.3390/nu14122442

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  167. van den Berg EH, Corsetti JP, Bakker SJL, Dullaart RPF (2019) Plasma ApoE elevations are associated with NAFLD: the PREVEND study. PLoS ONE 14:e0220659. https://doi.org/10.1371/journal.pone.0220659

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  168. van den Berg EH, Flores-Guerrero JL, Gruppen EG, de Borst MH, Wolak-Dinsmore J, Connelly MA, Bakker SJL, Dullaart RPF (2019) Non-Alcoholic fatty liver disease and risk of incident type 2 diabetes: role of circulating branched-chain amino acids. Nutrients 11:705. https://doi.org/10.3390/nu11030705

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  169. van den Berg EH, Gruppen EG, Blokzijl H, Bakker SJL, Dullaart RPF (2019) Higher sodium intake assessed by 24 hour urinary sodium excretion is associated with non-alcoholic fatty liver disease: the PREVEND Cohort study. J Clin Med 8:2157. https://doi.org/10.3390/jcm8122157

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  170. van den Berg EH, Gruppen EG, Ebtehaj S, Bakker SJL, Tietge UJF, Dullaart RPF (2018) Cholesterol efflux capacity is impaired in subjects with an elevated Fatty Liver Index, a proxy of non-alcoholic fatty liver disease. Atherosclerosis 277:21–27. https://doi.org/10.1016/j.atherosclerosis.2018.07.028

    Article  CAS  PubMed  Google Scholar 

  171. van den Berg EH, van Tienhoven-Wind LJ, Amini M, Schreuder TC, Faber KN, Blokzijl H, Dullaart RP (2017) Higher free triiodothyronine is associated with non-alcoholic fatty liver disease in euthyroid subjects: the Lifelines Cohort study. Metabolism 67:62–71. https://doi.org/10.1016/j.metabol.2016.11.002

    Article  CAS  PubMed  Google Scholar 

  172. Vázquez-Bourgon J, Ortiz-García de la Foz V, Suarez-Pereira I, Iruzubieta P, Arias-Loste MT, Setién-Suero E, Ayesa-Arriola R, Gómez-Revuelta M, Crespo J, Crespo Facorro B (2019) Cannabis consumption and non-alcoholic fatty liver disease. A three years longitudinal study in first episode non-affective psychosis patients. Prog Neuropsychopharmacol Biol Psychiatry 95:109677. https://doi.org/10.1016/j.pnpbp.2019.109677

  173. Virarkar M, Szklaruk J, Jensen CT, Taggart MW, Bhosale P (2021) What’s new in hepatic steatosis. Semin Ultrasound CT MR 42:405–415. https://doi.org/10.1053/j.sult.2021.03.001

    Article  PubMed  Google Scholar 

  174. Weintraub JA, Lopez Mitnik G, Dye BA (2019) Oral diseases associated with nonalcoholic fatty liver disease in the United States. J Dent Res 98:1219–1226. https://doi.org/10.1177/0022034519866442

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  175. Wu S, Yuan C, Yang Z, Liu S, Zhang Q, Zhang S, Zhu S (2022) Non-alcoholic fatty liver is associated with increased risk of irritable bowel syndrome: a prospective cohort study. BMC Med 20:262. https://doi.org/10.1186/s12916-022-02460-8

    Article  PubMed  PubMed Central  Google Scholar 

  176. Xia MF, Bian H, Gao X (2019) NAFLD and Diabetes: Two sides of the same coin? Rationale for gene-based personalized NAFLD treatment. Front Pharmacol 10:877. https://doi.org/10.3389/fphar.2019.00877

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  177. Xu Y, Ma X, Pan X, He X, Wang Y, Bao Y (2019) Serum adipocyte fatty acid-binding protein levels: An indicator of non-alcoholic fatty liver disease in Chinese individuals. Liver Int 39:568–574. https://doi.org/10.1111/liv.14021

    Article  CAS  PubMed  Google Scholar 

  178. Yang BL, Wu WC, Fang KC, Wang YC, Huo TI, Huang YH, Yang HI, Su CW, Lin HC, Lee FY, Wu JC, Lee SD (2015) External validation of fatty liver index for identifying ultrasonographic fatty liver in a large-scale cross-sectional study in Taiwan. PLoS ONE 10:e0120443. https://doi.org/10.1371/journal.pone.0120443

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  179. Yari Z, Cheraghpour M, Alavian SM, Hedayati M, Eini-Zinab H, Hekmatdoost A (2021) The efficacy of flaxseed and hesperidin on non-alcoholic fatty liver disease: an open-labeled randomized controlled trial. Eur J Clin Nutr 75:99–111. https://doi.org/10.1038/s41430-020-0679-3

    Article  CAS  PubMed  Google Scholar 

  180. Yassin AA, Alwani M, Talib R, Almehmadi Y, Nettleship JE, Alrumaihi K, Albaba B, Kelly DM, Saad F (2020) Long-term testosterone therapy improves liver parameters and steatosis in hypogonadal men: a prospective controlled registry study. Aging Male 23:1553–1563. https://doi.org/10.1080/13685538.2020.1867094

    Article  CAS  PubMed  Google Scholar 

  181. Yoo JJ, Cho EJ, Chung GE, Chang Y, Cho Y, Park SH, Jeong SM, Kim BY, Shin DW, Kim YJ, Yoon JH, Han K, Yu SJ (2022) Nonalcoholic fatty liver disease is a precursor of new-onset metabolic syndrome in metabolically healthy young adults. J Clin Med 11:935. https://doi.org/10.3390/jcm11040935

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  182. You SY, Han K, Lee SH, Kim MK (2021) Nonalcoholic fatty liver disease and the risk of insulin-requiring gestational diabetes. Diabetol Metab Syndr 13:90. https://doi.org/10.1186/s13098-021-00710-y

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  183. Yu TH, Hsuan CF, Wu CC, Hung WC, Lee TL, Tsai IT, Wei CT, Houng JY, Chung FM, Lee YJ, Lu YC (2022) Association of plasma fatty acid-binding protein 3 with estimated glomerular filtration rate in patients with type 2 diabetes mellitus. Int J Med Sci 19:82–88. https://doi.org/10.7150/ijms.66876

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  184. Zhang Q, Zhu Y, Yu W, Xu Z, Zhao Z, Liu S, Xin Y, Lv K (2021) Diagnostic accuracy assessment of molecular prediction model for the risk of NAFLD based on MRI-PDFF diagnosed Chinese Han population. BMC Gastroenterol 21:88. https://doi.org/10.1186/s12876-021-01675-y

    Article  PubMed  PubMed Central  Google Scholar 

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Funding

The study was conducted within the framework of the research work of the Institute of Physiology of Кomi Science Centre of the Ural Branch of the Russian Academy of Sciences, FRC Komi SC UB RAS, FUUU-2022-0063 (No 1021051201877-3).

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AMK: conceptualization, planned and designed the review structure, literature survey, wrote the first draft of the manuscript, writing—review and editing; ERB: editing and overall revision, suggestions, supervision; The authors declare that all data were generated in-house and that no paper mill was used.

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Correspondence to Anastasiya M. Kaneva.

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Key points

• Fatty liver index has been developed as a marker of hepatic steatosis.

• Fatty liver index is also associated with other metabolic and nonmetabolic diseases.

• Fatty liver index has extensive links with biochemical and physiological parameters.

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Kaneva, A.M., Bojko, E.R. Fatty liver index (FLI): more than a marker of hepatic steatosis. J Physiol Biochem 80, 11–26 (2024). https://doi.org/10.1007/s13105-023-00991-z

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