Publication Cover
Chronobiology International
The Journal of Biological and Medical Rhythm Research
Volume 40, 2023 - Issue 12
185
Views
0
CrossRef citations to date
0
Altmetric
Original article

Association between chronotype and metabolic-associated fatty liver disease in employed adults: A longitudinal study in Southwestern China

, , , , , , & show all
Pages 1557-1565 | Received 26 Apr 2023, Accepted 14 Nov 2023, Published online: 27 Nov 2023

References

  • Adan A, Archer SN, Hidalgo MP, Di Milia L, Natale V, Randler C. 2012. Circadian typology: a comprehensive review. Chronobiol Int. 29:1153–1175. doi:10.3109/07420528.2012.719971.
  • Alberti KG, Zimmet PZ. 1998. Definition, diagnosis and classification of diabetes mellitus and its complications. Part 1: diagnosis and classification of diabetes mellitus provisional report of a WHO consultation. Diabet Med. 15:539–553. doi:10.1002/(SICI)1096-9136(199807)15:7<539:AID-DIA668>3.0.CO;2-S.
  • Alvarez L, Jara P, Sánchez-Sabaté E, Hierro L, Larrauri J, Díaz MC, Camarena C, De la Vega A, Frauca E, López-Collazo E, et al. 2004. Reduced hepatic expression of farnesoid X receptor in hereditary cholestasis associated to mutation in ATP8B1. Hum Mol Genet. 13:2451–2460. doi:10.1093/hmg/ddh261.
  • Archer SN, Oster H. 2015. How sleep and wakefulness influence circadian rhythmicity: effects of insufficient and mistimed sleep on the animal and human transcriptome. J Sleep Res. 24:476–493. doi:10.1111/jsr.12307.
  • Bass J, Takahashi JS. 2010. Circadian integration of metabolism and energetics. Sci (New York, NY). 330:1349–1354. doi:10.1126/science.1195027.
  • Boogaard PJ, Caubo ME. 1994. Increased albumin excretion in industrial workers due to shift work rather than to prolonged exposure to low concentrations of chlorinated hydrocarbons. Occup Environ Med. 51:638–641. doi:10.1136/oem.51.9.638.
  • Borbély AA. 1982. A two process model of sleep regulation. Hum Neurobiol. 1:195–204.
  • Borisenkov MF, Petrova NB, Timonin VD, Fradkova LI, Kolomeichuk SN, Kosova AL, Kasyanova ON. 2015. Sleep characteristics, chronotype and winter depression in 10–20-year-olds in northern European Russia. J Sleep Res. 24:288–295. doi:10.1111/jsr.12266.
  • Castelnuovo G, Perez-Diaz-Del-Campo N, Rosso C, Guariglia M, Armandi A, Nicolosi A, Caviglia GP, Bugianesi E. 2023. Impact of chronotype and Mediterranean diet on the risk of liver fibrosis in patients with non-alcoholic fatty liver disease. Nutrients. 15:15. doi:10.3390/nu15143257.
  • Chen J, Vitetta L. 2020. Gut microbiota metabolites in NAFLD pathogenesis and therapeutic implications. Int J Mol Sci. 21:5214. doi:10.3390/ijms21155214.
  • Day CP, James OF. 1998. Steatohepatitis: a tale of two “hits”? Gastroenterology. 114:842–845. doi:10.1016/S0016-5085(98)70599-2.
  • de Vree JM, Jacquemin E, Sturm E, Cresteil D, Bosma PJ, Aten J, Deleuze JF, Desrochers M, Burdelski M, Bernard O, et al. 1998. Mutations in the MDR3 gene cause progressive familial intrahepatic cholestasis. Proc Natl Acad Sci USA. 95:282–287. doi:10.1073/pnas.95.1.282.
  • Eslam M, Newsome PN, Sarin SK, Anstee QM, Targher G, Romero-Gomez M, Zelber-Sagi S, Wai-Sun Wong V, Dufour JF, Schattenberg JM, et al. 2020. A new definition for metabolic dysfunction-associated fatty liver disease: an international expert consensus statement. J Hepatol. 73:202–209. doi:10.1016/j.jhep.2020.03.039.
  • Eslam M, Sarin SK, Wong VW, Fan JG, Kawaguchi T, Ahn SH, Zheng MH, Shiha G, Yilmaz Y, Gani R, et al. 2020. The asian pacific association for the study of the liver clinical practice guidelines for the diagnosis and management of metabolic associated fatty liver disease. Hepatol Int. 14:889–919. doi:10.1007/s12072-020-10094-2.
  • Estes C, Anstee QM, Arias-Loste MT, Bantel H, Bellentani S, Caballeria J, Colombo M, Craxi A, Crespo J, Day CP, et al. 2018. Modeling NAFLD disease burden in China, France, Germany, Italy, Japan, Spain, United Kingdom, and United States for the period 2016–2030. J Hepatol. 69:896–904. doi:10.1016/j.jhep.2018.05.036.
  • Fedeli U, Avossa F, Goldoni CA, Caranci N, Zambon F, Saugo M. 2015. Education level and chronic liver disease by aetiology: a proportional mortality study. Dig Liver Dis. 47:1082–1085. doi:10.1016/j.dld.2015.07.154.
  • Fleet T, Stashi E, Zhu B, Rajapakshe K, Marcelo KL, Kettner NM, Gorman BK, Coarfa C, Fu L, O’Malley BW, et al. 2016. Genetic and environmental models of circadian disruption link SRC-2 function to hepatic pathology. J Biol Rhythms. 31:443–460. doi:10.1177/0748730416657921.
  • Grandner MA. 2017. Sleep, health, and society. Sleep Med Clin. 12:1–22. doi:10.1016/j.jsmc.2016.10.012.
  • Guo B, Guo Y, Nima Q, Feng Y, Wang Z, Lu R, Baimayangji Ma Y, Zhou J, Xu H, Chen L, et al. 2022. Exposure to air pollution is associated with an increased risk of metabolic dysfunction-associated fatty liver disease. J Hepatol. 76:518–525. doi:10.1016/j.jhep.2021.10.016.
  • Horne JA, Ostberg O. 1976. A self-assessment questionnaire to determine morningness-eveningness in human circadian rhythms. Int J Chronobiol. 4:97–110.
  • Huang SJ, Chen SQ, Lin Y, Yang HY, Ran J, Yan FF, Huang M, Liu XL, Hong LC, Zhang XD, et al. 2021. Maternal nicotine exposure aggravates metabolic associated fatty liver disease via PI3K/Akt signaling in adult offspring mice. Liver Int. 41:1867–1878. doi:10.1111/liv.14902.
  • Iwamoto A, Kawai M, Furuse M, Yasuo S. 2014. Effects of chronic jet lag on the central and peripheral circadian clocks in CBA/N mice. Chronobiol Int. 31:189–198. doi:10.3109/07420528.2013.837478.
  • Jaeger TF. 2008. Categorical data analysis: away from ANOVAs (transformation or not) and towards logit mixed models. J Mem Lang. 59:434–446. doi:10.1016/j.jml.2007.11.007.
  • Kettner NM, Voicu H, Finegold MJ, Coarfa C, Sreekumar A, Putluri N, Katchy CA, Lee C, Moore DD, Fu L. 2016. Circadian homeostasis of liver metabolism suppresses hepatocarcinogenesis. Cancer Cell. 30:909–924. doi:10.1016/j.ccell.2016.10.007.
  • Kuchay MS, Choudhary NS, Mishra SK. 2020. Pathophysiological mechanisms underlying MAFLD. Diabetes Metab Syndr. 14:1875–1887. doi:10.1016/j.dsx.2020.09.026.
  • Li H, Guo M, An Z, Meng J, Jiang J, Song J, Wu W. 2020. Prevalence and risk factors of metabolic associated fatty liver disease in Xinxiang, China. Int J Env Res Pub He. 17:1818. doi:10.3390/ijerph17061818.
  • Li J, Zou B, Yeo YH, Feng Y, Xie X, Lee DH, Fujii H, Wu Y, Kam LY, Ji F, et al. 2019. Prevalence, incidence, and outcome of non-alcoholic fatty liver disease in Asia, 1999–2019: a systematic review and meta-analysis. Lancet Gastroenterol Hepatol. 4:389–398. doi:10.1016/S2468-1253(19)30039-1.
  • Mahady SE, George J. 2018. Predicting the future burden of NAFLD and NASH. J Hepatol. 69:774–775. doi:10.1016/j.jhep.2018.06.025.
  • Martínez-Huertas J, Olmos R, Ferrer E. 2021. Model selection and model averaging for mixed-effects models with crossed random effects for subjects and items. Multivariate Behav Res. 57:1–17. doi:10.1080/00273171.2021.1889946.
  • Millwood IY, Walters RG, Mei XW, Guo Y, Yang L, Bian Z, Bennett DA, Chen Y, Dong C, Hu R, et al. 2019. Conventional and genetic evidence on alcohol and vascular disease aetiology: a prospective study of 500 000 men and women in China. Lancet. 393:1831–1842. doi:10.1016/S0140-6736(18)31772-0.
  • Nakano A, Tietz PS, LaRusso NF. 1990. Circadian rhythms of biliary protein and lipid excretion in rats. Am J Physiol. 258:G653–659. doi:10.1152/ajpgi.1990.258.5.G653.
  • Peugh JL, Beal SJ, McGrady ME, Toland MD, Mara C. 2021. Analyzing discontinuities in longitudinal count data: a multilevel generalized linear mixed model. Psychol Methods. 26:375–397. doi:10.1037/met0000347.
  • Pilz LK, Keller LK, Lenssen D, Roenneberg T. 2018. Time to rethink sleep quality: PSQI scores reflect sleep quality on workdays. Sleep. 41:41. doi:10.1093/sleep/zsy029.
  • Qu Y, Li T, Xie Y, Tao S, Yang Y, Zou L, Zhang D, Zhai S, Tao F, Wu X. 2023. Association of chronotype, social jetlag, sleep duration and depressive symptoms in Chinese college students. J Affect Disord. 320:735–741. doi:10.1016/j.jad.2022.10.014.
  • Ratziu V, Bellentani S, Cortez-Pinto H, Day C, Marchesini G. 2010. A position statement on NAFLD/NASH based on the EASL 2009 special conference. J Hepatol. 53:372–384. doi:10.1016/j.jhep.2010.04.008.
  • Sabath E, Báez-Ruiz A, Buijs RM. 2015. Non-alcoholic fatty liver disease as a consequence of autonomic imbalance and circadian desynchronization. Obes Rev. 16:871–882. doi:10.1111/obr.12308.
  • Sashegyi AI, Brown KS, Farrell PJ. 2000. Application of a generalized random effects regression model for cluster-correlated longitudinal data to a school-based smoking prevention trial. Am J Epidemiol. 152:1192–1200. doi:10.1093/aje/152.12.1192.
  • Skrzypińska-Gawrysiak M, Piotrowski JK, Sporny S. 2000. Circadian variations in hepatotoxicity of carbon tetrachloride in mice. Int J Occup Med Environ Health. 13:165–173.
  • Sorrentino P, Tarantino G, Perrella A, Micheli P, Perrella O, Conca P. 2005. A clinical–morphological study on cholestatic presentation of nonalcoholic fatty liver disease. Dig Dis Sci. 50:1130–1135. doi:10.1007/s10620-005-2719-1.
  • Sun FR, Wang BY. 2021. Alcohol and metabolic-associated fatty liver disease. J Clin Transl Hepatol. 9:719–730. doi:10.14218/JCTH.2021.00173.
  • Szántóová K, Zeman M, Veselá A, Herichová I. 2011. Effect of phase delay lighting rotation schedule on daily expression of per2, bmal1, rev-erbα, pparα, and pdk4 genes in the heart and liver of Wistar rats. Mol Cell Biochem. 348:53–60. doi:10.1007/s11010-010-0636-x.
  • Taheri E, Bostick RM, Hatami B, Pourhoseingholi MA, Asadzadeh Aghdaei H, Moslem A, Mousavi Jarrahi A, Zali MR. 2022. Dietary and lifestyle inflammation scores are inversely associated with metabolic-associated fatty liver disease among Iranian adults: a nested case-control study. J Nutr. 152:559–567. doi:10.1093/jn/nxab391.
  • Toyoura M, Miike T, Tajima S, Matsuzawa S, Konishi Y. 2020. Inadequate sleep as a contributor to impaired glucose tolerance: a cross-sectional study in children, adolescents, and young adults with circadian rhythm sleep-wake disorder. Pediatr Diabetes. 21:557–564. doi:10.1111/pedi.13003.
  • Vilar-Gomez E, Nephew LD, Vuppalanchi R, Gawrieh S, Mladenovic A, Pike F, Samala N, Chalasani N. 2022. High-quality diet, physical activity, and college education are associated with low risk of NAFLD among the US population. Hepatology. 75:1491–1506. doi:10.1002/hep.32207.
  • Wang H, Gu Y, Zheng L, Liu L, Meng G, Wu H, Xia Y, Bao X, Shi H, Sun S, et al. 2018. Association between bedtime and the prevalence of newly diagnosed non-alcoholic fatty liver disease in adults. Liver Int. 38:2277–2286. doi:10.1111/liv.13896.
  • Wang F, Zhang L, Wu S, Li W, Sun M, Feng W, Ding D, Yeung-Shan Wong S, Zhu P, Evans GJ, et al. 2019. Night shift work and abnormal liver function: is non-alcohol fatty liver a necessary mediator? Occup Environ Med. 76:83–89. doi:10.1136/oemed-2018-105273.
  • Weng Z, Ou W, Huang J, Singh M, Wang M, Zhu Y, Kumar R, Lin S. 2021. Circadian misalignment rather than sleep duration is associated with MAFLD: a population-based propensity score-matched study. Nat Sci Sleep. 13:103–111. doi:10.2147/NSS.S290465.
  • Wesolowski SR, Kasmi KC, Jonscher KR, Friedman JE. 2017. Developmental origins of NAFLD: a womb with a clue. Nat Rev Gastroenterol Hepatol. 14:81–96. doi:10.1038/nrgastro.2016.160.
  • Xiao X, Qin Z, Lv X, Dai Y, Ciren Z, Yangla Y, Zeng P, Ma Y, Li X, Wang L, et al. 2021. Dietary patterns and cardiometabolic risks in diverse less-developed ethnic minority regions: results from the China multi-ethnic cohort (CMEC) study. Lancet Reg Health West Pac. 15:100252. doi:10.1016/j.lanwpc.2021.100252.
  • Yick F, Hajifathalian K. 2022. NAFLD or MAFLD: the data behind the debate. Hepatobiliary Surg Nutr. 11:439–442. doi:10.21037/hbsn-2022-07.
  • Yu B, Fu Y, Dong S, Reinhardt J D, Jia P, Yang S. 2024. Identifying potential action points for improving sleep and mental health among employees: A network analysis. Sleep Medicine. 113:76–83. doi:10.1016/j.sleep.2023.11.020.
  • Yu JH, Yun CH, Ahn JH, Suh S, Cho HJ, Lee SK, Yoo HJ, Seo JA, Kim SG, Choi KM, et al. 2015. Evening chronotype is associated with metabolic disorders and body composition in middle-aged adults. J Clin Endocrinol Metab. 100:1494–1502. doi:10.1210/jc.2014-3754.
  • Zhai S, Tao S, Wu X, Zou L, Yang Y, Xie Y, Li T, Zhang D, Qu Y, Tao F. 2021. Associations of sleep insufficiency and chronotype with inflammatory cytokines in college students. Nat Sci Sleep. 13:1675–1685. doi:10.2147/NSS.S329894.
  • Zhang Y, Lee FY, Barrera G, Lee H, Vales C, Gonzalez FJ, Willson TM, Edwards PA. 2006. Activation of the nuclear receptor FXR improves hyperglycemia and hyperlipidemia in diabetic mice. Proc Natl Acad Sci U S A. 103:1006–1011. doi:10.1073/pnas.0506982103.
  • Zhang S, Wang H, Wang Y, Yu M, Yuan J. 2021. Association of rotating night shift work with body fat percentage and fat mass index among female steelworkers in North China. Int J Env Res Pub He. 18:6355. doi:10.3390/ijerph18126355.
  • Zheng J, Chen S, Cai Y, Lin S, Ke S, Liu L. 2020. Insufficient nocturnal sleep was associated with a higher risk of fibrosis in patients with diabetes with metabolic associated fatty liver disease. Ther Adv Endocrinol Metab. 11:2042018820947550. doi:10.1177/2042018820947550.
  • Zimmet P, Alberti K, Stern N, Bilu C, El-Osta A, Einat H, Kronfeld-Schor N. 2019. The circadian syndrome: is the metabolic syndrome and much more! J Intern Med. 286:181–191. doi:10.1111/joim.12924.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.