Inadequate physical activity and sedentary behavior are independent predictors of nonalcoholic fatty liver disease
Abstract
BACKGROUND AND AIMS: In general, physical activity (PA) and nonalcoholic fatty liver disease (NAFLD) have an inverse association. However, studies assessing the impact of the widely accepted Physical Activity Guidelines for Americans (PA Guidelines) on NAFLD are lacking. APPROACH AND RESULTS: We performed a serial, cross-sectional analysis among adults by using the 2007-2016 US National Health and Nutrition Examination Survey. NAFLD and advanced fibrosis were defined by using various noninvasive panels. A PA questionnaire assessed the leisure-time PA, occupation-related PA, transportation-related PA, and total sitting time as sedentary behavior. PA was categorized according to the PA Guidelines. Of the 24,588 individuals (mean age, 47.4 years; 47.9% males), leisure-time PA (≥150 minutes per week) demonstrated 40% lower odds of NAFLD, whereas transportation-related PA was associated with a 33% risk reduction in NAFLD. Analysis of total PA and sitting times simultaneously showed a dose-response association between sitting time and NAFLD (P for trend < 0.001). Compliance with the PA Guidelines was lower in individuals with NAFLD versus those without NAFLD. The trends in compliance with the PA Guidelines for any type of PA remained stable in individuals with NAFLD except for a downtrend in transportation-related PA. In contrast, an improvement in compliance with the PA Guidelines for leisure time was noted in the cohort without NAFLD. Although PA demonstrated a 10% stronger association with risk reduction of NAFLD in women, women showed a lower tendency of meeting the PA Guidelines. Trends in total sitting time increased significantly regardless of NAFLD status. CONCLUSIONS: Sedentary behavior emerged as an independent predictor of NAFLD. Overall compliance with the PA Guidelines was lower in the cohort with NAFLD, with sex- and ethnicity-based differences. Implementation of these observations in clinical practice may improve our understanding as well as clinical outcomes.
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Sedentary behaviour is an independent predictor of MASLD.
“Sedentary behaviour is an independent predictor of MASLD 311”
From EASL-EASD-EASO Clinical Practice Guidelines on the management of metabolic dysfunction-associated steatotic liver disease (MASLD). (2024) · cites this paper as [311]
Cites
The Physical Activity Guidelines for Americans
Piercy, K. L., Troiano, R. P., Ballard, R. M., Carlson, S. A., Fulton, J. E., Galuska, D. A., George, S. M., & Olson, R. D. (2018) · JAMA · doi:10.1001/jama.2018.14854 · Cited by 9,755 · cited 8× · see citing works
“The 2018 Physical Activity Guidelines for Americans (PA Guidelines)(19) recommend that adults should be physically active with moderate intensity for at least 150-300 minutes per week or with vigorous intensity for 75-150 minutes per week or an equivalent combination of moderate- and vigorous-intensity PA for substant…”
BackgroundMethodInfluentialChalasani, N., Younossi, Z., Lavine, J. E., Charlton, M., Cusi, K., Rinella, M., Harrison, S. A., Brunt, E. M., & Sanyal, A. J. (2018) · Hepatology · doi:10.1002/hep.29367 · Cited by 7,239 · see citing works
Global burden of NAFLD and NASH: trends, predictions, risk factors and prevention
Younossi, Z., Anstee, Q. M., Marietti, M., Hardy, T., Henry, L., Eslam, M., George, J., & Bugianesi, E. (2018) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/nrgastro.2017.109 · Cited by 5,249 · see citing works
EASL–EASD–EASO Clinical Practice Guidelines for the management of non-alcoholic fatty liver disease
(2016) · Journal of Hepatology · doi:10.1016/j.jhep.2015.11.004 · Cited by 4,836 · see citing works
Bedogni, G., Bellentani, S., Miglioli, L., Masutti, F., Passalacqua, M., Castiglione, A., & Tiribelli, C. (2006) · BMC Gastroenterology · doi:10.1186/1471-230x-6-33 · Cited by 3,054 · see citing works
Nonalcoholic Fatty Liver Disease
Rinella, M. E. (2015) · JAMA · doi:10.1001/jama.2015.5370 · Cited by 2,289 · see citing works
Dulai, P. S., Singh, S., Patel, J., Soni, M., Prokop, L. J., Younossi, Z., Sebastiani, G., Ekstedt, M., Hagstrom, H., Nasr, P., et al. (2017) · Hepatology · doi:10.1002/hep.29085 · Cited by 1,965 · see citing works
Hepatic steatosis index: A simple screening tool reflecting nonalcoholic fatty liver disease
Lee, J., Kim, D., Kim, H. J., Lee, C., Yang, J. I., Kim, W. K., Kim, Y. J., Yoon, J., Cho, S., Sung, M., et al. (2009) · Digestive and Liver Disease · doi:10.1016/j.dld.2009.08.002 · Cited by 1,644 · see citing works
Self-citationTreatment of NAFLD with diet, physical activity and exercise
Romero-Gómez, M., Zelber-Sagi, S., & Trenell, M. (2017) · Journal of Hepatology · doi:10.1016/j.jhep.2017.05.016 · Cited by 1,347 · see citing works
National health and nutrition examination survey: plan and operations, 1999-2010.
Zipf, G., Chiappa, M. M., Porter, K. S., Ostchega, Y., Lewis, B. G., & Dostal, J. (2013) · PubMed · Cited by 1,182 · see citing works
Lonardo, A., Nascimbeni, F., Ballestri, S., Fairweather, D., Win, S., Than, T. A., Abdelmalek, M. F., & Suzuki, A. (2019) · Hepatology · doi:10.1002/hep.30626 · Cited by 1,057 · see citing works
Grøntved, A. (2011) · JAMA · doi:10.1001/jama.2011.812 · Cited by 873 · see citing works
Kim, D., Kim, R. W., Kim, H. J., & Therneau, T. M. (2013) · Hepatology · doi:10.1002/hep.26156 · Cited by 772 · see citing works
Self-citationPagano, G., Pacini, G., Musso, G., Gambino, R., Mecca, F., Depetris, N., Cassader, M., David, E., Cavallo‐Perin, P., & Rizzetto, M. (2002) · Hepatology · doi:10.1053/jhep.2002.30690 · Cited by 754 · see citing works
Service, P. H. (1994) · PubMed · Cited by 740 · see citing works
Prevalence and Trends in Obesity and Severe Obesity Among Children in the United States, 1999-2012
Skinner, A. C., & Skelton, J. A. (2014) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2014.21 · Cited by 739 · see citing works
Ballestri, S., Nascimbeni, F., Baldelli, E., Marrazzo, A., Romagnoli, D., & Lonardo, A. (2017) · Advances in Therapy · doi:10.1007/s12325-017-0556-1 · Cited by 546 · see citing works
Exercise and non-alcoholic fatty liver disease: A systematic review and meta-analysis
Keating, S. E., Hackett, D. A., George, J., & Johnson, N. A. (2012) · Journal of Hepatology · doi:10.1016/j.jhep.2012.02.023 · Cited by 536 · see citing works
Thoma, C., Day, C. P., & Trenell, M. I. (2012) · Journal of Hepatology · doi:10.1016/j.jhep.2011.06.010 · Cited by 523 · see citing works
Fedchuk, L., Nascimbeni, F., Pais, R., Charlotte, F., Housset, C., Ratziu, V., & the LIDO Study Group (2014) · Alimentary Pharmacology & Therapeutics · doi:10.1111/apt.12963 · Cited by 502 · see citing works
Ruhl, C. E., & Everhart, J. E. (2014) · Alimentary Pharmacology & Therapeutics · doi:10.1111/apt.13012 · Cited by 455 · see citing works
Koehler, E. M., Schouten, J. N. L., Hansen, B. E., Albert Hofman, D., Stricker, B. H. C., & Janssen, H. L. A. (2013) · Clinical Gastroenterology and Hepatology · doi:10.1016/j.cgh.2012.12.031 · Cited by 340 · see citing works
Role of leisure-time physical activity in nonalcoholic fatty liver disease: A population-based study
Zelber-Sagi, S., Nitzan-Kaluski, D., Goldsmith, R., Webb, M., Zvibel, I., Goldiner, I., Blendis, L., Halpern, Z., & Oren, R. (2008) · Hepatology · doi:10.1002/hep.22525 · Cited by 296 · see citing works
Ruhl, C. E., & Everhart, J. E. (2005) · Clinical Gastroenterology and Hepatology · doi:10.1016/s1542-3565(05)00743-3 · Cited by 242 · see citing works
Comparison of Liver Fat Indices for the Diagnosis of Hepatic Steatosis and Insulin Resistance
KAHL, S., Straßburger, K., Nowotny, B., Livingstone, R. S., Klüppelholz, B., Keßel, K., Hwang, J., Giani, G., Hoffmann, B. H., Pacini, G., et al. (2014) · PLoS ONE · doi:10.1371/journal.pone.0094059 · Cited by 166 · see citing works
Sex‐dependent differences in voluntary physical activity
Rosenfeld, C. S. (2016) · Journal of Neuroscience Research · doi:10.1002/jnr.23896 · Cited by 148 · see citing works
Exercise in the Metabolic Syndrome
Golbidi, S., Mesdaghinia, A., & Laher, I. (2012) · Oxidative Medicine and Cellular Longevity · doi:10.1155/2012/349710 · Cited by 131 · see citing works
Meffert, P. J., Baumeister, S. E., Lerch, M. M., Mayerle, J. V., Kratzer, W., & Völzke, H. (2014) · The American Journal of Gastroenterology · doi:10.1038/ajg.2014.155 · Cited by 128 · see citing works
Kenneally, S., Sier, J. H., & Moore, J. B. (2017) · BMJ Open Gastroenterology · doi:10.1136/bmjgast-2017-000139 · Cited by 128 · see citing works
Hajifathalian, K., Torabi Sagvand, B., & McCullough, A. J. (2019) · Hepatology · doi:10.1002/hep.30226 · Cited by 128 · see citing works
Non-alcoholic fatty liver disease and lifestyle modifications, focusing on physical activity
Kwak, M., & Kim, D. (2017) · The Korean Journal of Internal Medicine · doi:10.3904/kjim.2017.343 · Cited by 117 · see citing works
Self-citationDivney, A., Murillo, R., Rodríguez, F., Mirzayi, C. A., Tsui, E. K., & Echeverría, S. E. (2019) · Diabetes Care · doi:10.2337/dc18-2432 · Cited by 90 · see citing works
Diagnosis and management of cardiovascular risk in nonalcoholic fatty liver disease
Lonardo, A., Ballestri, S., Targher, G., & Loria, P. (2014) · Expert Review of Gastroenterology & Hepatology · doi:10.1586/17474124.2015.965143 · Cited by 85 · see citing works
Nascimbeni, F., Pellegrini, E., Lugari, S., Mondelli, A., Bursi, S., Onfiani, G., Carubbi, F., & Lonardo, A. (2019) · Atherosclerosis · doi:10.1016/j.atherosclerosis.2019.02.028 · Cited by 82 · see citing works
Kim, D., Kim, W. K., Adejumo, A., Cholankeril, G. T., Tighe, S. P., Wong, R. J., Gonzalez, S. A., Harrison, S. A., Younossi, Z. M., & Ahmed, A. (2019) · Hepatology International · doi:10.1007/s12072-018-09926-z · Cited by 81 · see citing works
Self-citationStockman, J. A. (2012) · Yearbook of Pediatrics · doi:10.1016/j.yped.2011.10.029 · Cited by 79 · see citing works
Kwak, M., Kim, D., Chung, G. E., Kim, W. K., Kim, Y. J., & Yoon, J. (2014) · Liver International · doi:10.1111/liv.12552 · Cited by 58 · see citing works
Self-citationPhysical activity, ethnicity and cardio-metabolic health: Does one size fit all?
Gill, J. M. R., Celis-Morales, C. A., & Ghouri, N. (2013) · Atherosclerosis · doi:10.1016/j.atherosclerosis.2013.11.039 · Cited by 57 · see citing works
Liver fat scores predict liver disease mortality in the United States population
Ünalp–Arida, A., & Ruhl, C. E. (2018) · Alimentary Pharmacology & Therapeutics · doi:10.1111/apt.14967 · Cited by 45 · see citing works
Hajifathalian, K., & McCullough, A. J. (2017) · Gastroenterology · doi:10.1016/s0016-5085(17)33562-x · Cited by 32 · see citing works
Boyer, W. R., Churilla, J. R., Ehrlich, S. F., Crouter, S. E., Hornbuckle, L. M., & Fitzhugh, E. C. (2017) · Journal of Diabetes · doi:10.1111/1753-0407.12574 · Cited by 21 · see citing works
Devonshire-Gill, K. R., & Norton, K. I. (2017) · Journal of Physical Activity and Health · doi:10.1123/jpah.2016-0547 · Cited by 15 · see citing works
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Tacke, F., Horn, P., Wai-Sun Wong, V., Ratziu, V., Bugianesi, E., Francque, S., Zelber-Sagi, S., Valenti, L., Roden, M., Schick, F., et al. (2024) · Journal of Hepatology · doi:10.1016/j.jhep.2024.04.031 · Cited by 2,210 · see citing works
Lifestyle interventions in nonalcoholic fatty liver disease
Younossi, Z. M., Zelber-Sagi, S., Henry, L., & Gerber, L. H. (2023) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-023-00800-4 · Cited by 281 · see citing works
Vilar‐Gomez, E., Nephew, L. D., Vuppalanchi, R., Gawrieh, S., Mladenovic, A., Pike, F., Samala, N., & Chalasani, N. (2022) · Hepatology · doi:10.1002/hep.32207 · Cited by 277 · see citing works
Lonardo, A., & Suzuki, A. (2020) · Journal of Clinical Medicine · doi:10.3390/jcm9051278 · Cited by 129 · see citing works
Ndumele, C. E., Rodriguez, F., Dixon, D. L., Khan, S. S., Mukherjee, D., Bajaj, M., Bangalore, S., Bozkurt, B., Breathett, K., Clarke, S. L., et al. (2026) · JACC · doi:10.1016/j.jacc.2026.03.056 · Cited by 90 · see citing works
Community socioeconomic deprivation predicts nonalcoholic steatohepatitis
Giammarino, A. M., Qiu, H., Bulsara, K., Khan, S., Jiang, Y., Da, B. L., Bernstein, D. E., & Satapathy, S. K. (2022) · Hepatology Communications · doi:10.1002/hep4.1831 · Cited by 47 · see citing works
Vilar-Gomez, E., Vuppalanchi, R., Gawrieh, S., Pike, F., Samala, N., & Chalasani, N. (2023) · American Journal of Gastroenterology · doi:10.14309/ajg.0000000000002222 · Cited by 39 · see citing works
Ivancovsky Wajcman, D., Byrne, C. J., Dillon, J. F., Brennan, P. N., Villota-Rivas, M., Younossi, Z. M., Allen, A. M., Crespo, J., Gerber, L. H., & Lazarus, J. V. (2026) · Hepatology · doi:10.1097/hep.0000000000001058 · Cited by 33 · see citing works
Ge, X., Wang, X., Yan, Y., Zhang, L., Yu, C., Lu, J., Xu, X., Gao, J., Liu, M., Jiang, T., et al. (2023) · Liver International · doi:10.1111/liv.15588 · Cited by 23 · see citing works
Haxhi, J., Vitale, M., Mattia, L., Giuliani, C., Sacchetti, M., Orlando, G., Iacobini, C., Menini, S., Zanuso, S., Nicolucci, A., et al. (2024) · Frontiers in Endocrinology · doi:10.3389/fendo.2024.1393859 · Cited by 5 · see citing works
- Authors
- Kim, D., Vazquez‐Montesino, L. M., Li, A. A., Cholankeril, G., & Ahmed, A.
- Affiliations
- Stanford Medicine (US)
- Corresponding author
- Kim, Donghee
- Venue
- Hepatology
- Published
- 2020-10-22
- Volume
- 72
- Issue
- 5
- Pages
- 1556-1568
- ISSN
- 0270-9139 (ISSN-L)
- 1527-3350
- OpenAlex
- W3003485499
- Cited by
- 177
- References
- 42
- Citations by year
- 2026: 27 · 2025: 37 · 2024: 46 · 2023: 21 · 2022: 21 · 2021: 17 · 2020: 8
- FWCI
- 12.00
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Hepatology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Epidemiology › Liver Disease Diagnosis and Treatment
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Health Sciences › Medicine › Pathology and Forensic Medicine › Alcohol Consumption and Health Effects
- Keywords
- non-alcoholic fatty liver disease, physical activity, sedentary behavior, sitting time, physical activity guidelines compliance, leisure-time physical activity, transport-related physical activity, occupational physical activity, advanced liver fibrosis, sex differences, ethnic differences
- MeSH terms
- Healthy Lifestyle, Adult, Cross-Sectional Studies, Female, Health Policy, Humans, Male, Middle Aged, Nutrition Surveys, Patient Compliance, Risk Factors, Exercise, Prevalence, Risk Assessment, Sedentary Behavior, Non-alcoholic Fatty Liver Disease
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