{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T20:53:45Z","timestamp":1780433625626,"version":"3.54.1"},"reference-count":45,"publisher":"American Medical Association (AMA)","issue":"10","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Netw Open"],"abstract":"<jats:sec id=\"ab-zoi231137-4\"><jats:title>Importance<\/jats:title><jats:p>Physical activity (PA) is recommended for preventing and treating nonalcoholic fatty liver disease (NAFLD). Yet, how long-term patterns of intensity-based physical activity, including moderate-intensity PA (MPA) and vigorous-intensity PA (VPA), might affect the prevalence of NAFLD in middle age remains unclear.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi231137-5\"><jats:title>Objective<\/jats:title><jats:p>To identify distinct intensity-based PA trajectories from young to middle adulthood and examine the associations between PA trajectories and NAFLD prevalence in midlife.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi231137-6\"><jats:title>Design, Setting, and Participants<\/jats:title><jats:p>This population-based cohort of 2833 participants used the Coronary Artery Risk Development in Young Adults study data. The setting included field clinics in Birmingham, Alabama; Chicago, Illinois; Minneapolis, Minnesota; and Oakland, California. Data analysis was completed in March 2023.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi231137-7\"><jats:title>Exposures<\/jats:title><jats:p>PA was self-reported at 8 examinations over 25 years (1985-1986 to 2010-2011) and separately scored for MPA and VPA.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi231137-8\"><jats:title>Main Outcomes and Measures<\/jats:title><jats:p>NAFLD was defined as liver attenuation values less than 51 Hounsfield units after exclusion of other causes of liver fat, measured using computed tomography in year 25 (2010-2011).<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi231137-9\"><jats:title>Results<\/jats:title><jats:p>Among a total of 2833 participants included in the sample, 1379 (48.7%) self-identified as Black, 1454 (51.3%) as White, 1206 (42.6%) as male, and 1627 (57.4%) as female from baseline (1985-1986) (mean [SD] age, 25.0 [3.6] years) to year 25 (2010-2011) (mean [SD] age, 50.1 [3.6] years). Three MPA trajectories were identified: very low stable (1514 participants [53.4%]), low increasing (1096 [38.7%]), and moderate increasing (223 [7.9%]); and 3 VPA trajectories: low stable (1649 [58.2%]), moderate decreasing (1015 [35.8%]), and high decreasing (169 [6.0%]). After adjustment for covariates (sex, age, race, study center, education, smoking status, and alcohol consumption), participants in the moderate decreasing (risk ratio [RR], 0.74; 95% CI, 0.54-0.85) and the high decreasing (RR, 0.59; 95% CI, 0.44-0.80) VPA trajectories had a lower risk of NAFLD in middle age, relative to participants in the low stable VPA trajectory. Adjustments for baseline body mass index and waist circumference attenuated these estimates, but the results remained statistically significant. The adjusted RRs across the MPA trajectories were close to null and not statistically significant.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi231137-10\"><jats:title>Conclusions and Relevance<\/jats:title><jats:p>This cohort study of Black and White participants found a reduced risk of NAFLD in middle age for individuals with higher levels of VPA throughout young to middle adulthood compared with those with lower VPA levels. These results suggest the need for promoting sustainable and equitable prevention programs focused on VPA over the life course to aid in lowering NAFLD risk.<\/jats:p><\/jats:sec>","DOI":"10.1001\/jamanetworkopen.2023.38952","type":"journal-article","created":{"date-parts":[[2023,10,20]],"date-time":"2023-10-20T15:01:46Z","timestamp":1697814106000},"page":"e2338952","source":"Crossref","is-referenced-by-count":17,"title":["Young Adult Physical Activity Trajectories and Midlife Nonalcoholic Fatty Liver Disease"],"prefix":"10.1001","volume":"6","author":[{"given":"Junia N.","family":"de Brito","sequence":"first","affiliation":[{"name":"Department of Family Medicine and Community Health, University of Minnesota Medical School, Minneapolis"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniel J.","family":"McDonough","sequence":"additional","affiliation":[{"name":"Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mahesh","family":"Mathew","sequence":"additional","affiliation":[{"name":"Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lisa B.","family":"VanWagner","sequence":"additional","affiliation":[{"name":"Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pamela J.","family":"Schreiner","sequence":"additional","affiliation":[{"name":"Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kelley Pettee","family":"Gabriel","sequence":"additional","affiliation":[{"name":"Department of Epidemiology, University of Alabama at Birmingham School of Public Health, Birmingham"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"suffix":"Jr","given":"David R.","family":"Jacobs","sequence":"additional","affiliation":[{"name":"Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"James G.","family":"Terry","sequence":"additional","affiliation":[{"name":"Department of Radiology, Vanderbilt University Medical Center, Nashville, Tennessee"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"John Jeffrey","family":"Carr","sequence":"additional","affiliation":[{"name":"Department of Radiology, Vanderbilt University Medical Center, Nashville, Tennessee"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mark A.","family":"Pereira","sequence":"additional","affiliation":[{"name":"Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10","published-online":{"date-parts":[[2023,10,20]]},"reference":[{"issue":"4","key":"zoi231137r1","doi-asserted-by":"publisher","first-page":"1335","DOI":"10.1097\/HEP.0000000000000004","article-title":"The global epidemiology of nonalcoholic fatty liver disease (NAFLD) and nonalcoholic steatohepatitis (NASH): a systematic review.","volume":"77","author":"Younossi","year":"2023","journal-title":"Hepatology"},{"issue":"2","key":"zoi231137r2","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1016\/j.cgh.2017.09.041","article-title":"Racial and ethnic disparities in nonalcoholic fatty liver disease prevalence, severity, and outcomes in the United States: a systematic review and meta-analysis.","volume":"16","author":"Rich","year":"2018","journal-title":"Clin Gastroenterol Hepatol"},{"issue":"1","key":"zoi231137r3","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1002\/hep.28431","article-title":"Global epidemiology of nonalcoholic fatty liver disease-meta-analytic assessment of prevalence, incidence, and outcomes.","volume":"64","author":"Younossi","year":"2016","journal-title":"Hepatology"},{"issue":"14","key":"zoi231137r4","doi-asserted-by":"publisher","first-page":"1341","DOI":"10.1056\/NEJMra0912063","article-title":"Risk of cardiovascular disease in patients with nonalcoholic fatty liver disease.","volume":"363","author":"Targher","year":"2010","journal-title":"N Engl J Med"},{"issue":"4","key":"zoi231137r5","doi-asserted-by":"publisher","first-page":"829","DOI":"10.1016\/j.jhep.2017.05.016","article-title":"Treatment of NAFLD with diet, physical activity and exercise.","volume":"67","author":"Romero-G\u00f3mez","year":"2017","journal-title":"J Hepatol"},{"issue":"1","key":"zoi231137r6","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1016\/j.jhep.2012.02.023","article-title":"Exercise and non-alcoholic fatty liver disease: a systematic review and meta-analysis.","volume":"57","author":"Keating","year":"2012","journal-title":"J Hepatol"},{"issue":"1","key":"zoi231137r7","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1016\/j.jhep.2011.06.010","article-title":"Lifestyle interventions for the treatment of non-alcoholic fatty liver disease in adults: a systematic review.","volume":"56","author":"Thoma","year":"2012","journal-title":"J Hepatol"},{"issue":"1","key":"zoi231137r8","doi-asserted-by":"publisher","first-page":"142","DOI":"10.1016\/j.jhep.2016.08.023","article-title":"Aerobic vs. resistance exercise in non-alcoholic fatty liver disease: a systematic review.","volume":"66","author":"Hashida","year":"2017","journal-title":"J Hepatol"},{"issue":"11","key":"zoi231137r9","doi-asserted-by":"publisher","first-page":"1105","DOI":"10.1016\/0895-4356(88)90080-7","article-title":"CARDIA: study design, recruitment, and some characteristics of the examined subjects.","volume":"41","author":"Friedman","year":"1988","journal-title":"J Clin Epidemiol"},{"issue":"3","key":"zoi231137r10","doi-asserted-by":"publisher","first-page":"260","DOI":"10.1016\/j.jacc.2021.05.022","article-title":"The Coronary Artery Risk Development In Young Adults (CARDIA) Study: JACC Focus Seminar 8\/8.","volume":"78","author":"Lloyd-Jones","year":"2021","journal-title":"J Am Coll Cardiol"},{"issue":"11","key":"zoi231137r11","doi-asserted-by":"publisher","first-page":"448","DOI":"10.1097\/00008483-198911000-00003","article-title":"Validity and reliability of short physical activity history: cardia and the Minnesota Heart Health Program.","volume":"9","author":"Jacobs","year":"1989","journal-title":"J Cardiopulm Rehabil"},{"issue":"8","key":"zoi231137r13","doi-asserted-by":"publisher","first-page":"1570","DOI":"10.1249\/MSS.0000000000000278","article-title":"Convergent validity of a brief self-reported physical activity questionnaire.","volume":"46","author":"Gabriel","year":"2014","journal-title":"Med Sci Sports Exerc"},{"issue":"6","key":"zoi231137r14","first-page":"S1","article-title":"A collection of Physical Activity Questionnaires for health-related research.","volume":"29","author":"Pereira","year":"1997","journal-title":"Med Sci Sports Exerc"},{"issue":"2","key":"zoi231137r15","doi-asserted-by":"publisher","first-page":"599","DOI":"10.1016\/j.atherosclerosis.2014.05.962","article-title":"Associations between nonalcoholic fatty liver disease and subclinical atherosclerosis in middle-aged adults: the Coronary Artery Risk Development in Young Adults Study.","volume":"235","author":"VanWagner","year":"2014","journal-title":"Atherosclerosis"},{"issue":"11","key":"zoi231137r16","doi-asserted-by":"publisher","first-page":"2069","DOI":"10.1111\/liv.2018.38.issue-11","article-title":"Twenty-five-year trajectories of insulin resistance and pancreatic \u00df-cell response and diabetes risk in nonalcoholic fatty liver disease.","volume":"38","author":"VanWagner","year":"2018","journal-title":"Liver Int"},{"issue":"3","key":"zoi231137r17","doi-asserted-by":"publisher","first-page":"864","DOI":"10.1152\/japplphysiol.00986.2005","article-title":"Protocol for measurement of liver fat by computed tomography.","volume":"100","author":"Davidson","year":"2006","journal-title":"J Appl Physiol (1985)"},{"issue":"2","key":"zoi231137r18","doi-asserted-by":"publisher","first-page":"521","DOI":"10.1016\/j.atherosclerosis.2012.07.042","article-title":"Fatty liver, abdominal adipose tissue and atherosclerotic calcification in African Americans: the Jackson Heart Study.","volume":"224","author":"Liu","year":"2012","journal-title":"Atherosclerosis"},{"key":"zoi231137r19","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1146\/clinpsy.2010.6.issue-1","article-title":"Group-based trajectory modeling in clinical research.","volume":"6","author":"Nagin","year":"2010","journal-title":"Annu Rev Clin Psychol"},{"key":"zoi231137r20","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1198\/000313006X152207","article-title":"On the so-called \u201cHuber sandwich estimator\u201d and \u201crobust standard errors.\u201d","volume":"60","author":"Freedman","year":"2006","journal-title":"Am Stat"},{"issue":"7","key":"zoi231137r21","doi-asserted-by":"publisher","first-page":"702","DOI":"10.1093\/aje\/kwh090","article-title":"A modified poisson regression approach to prospective studies with binary data.","volume":"159","author":"Zou","year":"2004","journal-title":"Am J Epidemiol"},{"issue":"19","key":"zoi231137r22","doi-asserted-by":"publisher","first-page":"1690","DOI":"10.1001\/jama.280.19.1690","article-title":"What\u2019s the relative risk? a method of correcting the odds ratio in cohort studies of common outcomes.","volume":"280","author":"Zhang","year":"1998","journal-title":"JAMA"},{"issue":"9","key":"zoi231137r23","doi-asserted-by":"publisher","first-page":"1104","DOI":"10.1016\/S0002-8223(21)01299-2","article-title":"The CARDIA dietary history: development, implementation, and evaluation.","volume":"91","author":"McDonald","year":"1991","journal-title":"J Am Diet Assoc"},{"issue":"3","key":"zoi231137r24","doi-asserted-by":"publisher","first-page":"580","DOI":"10.3945\/ajcn.111.020719","article-title":"Longitudinal trends in diet and effects of sex, race, and education on dietary quality score change: the Coronary Artery Risk Development in Young Adults study.","volume":"95","author":"Sijtsma","year":"2012","journal-title":"Am J Clin Nutr"},{"issue":"2","key":"zoi231137r25","first-page":"72","article-title":"Population management of nonalcoholic fatty liver disease.","volume":"36","author":"Puri","year":"2019","journal-title":"Fed Pract"},{"issue":"2","key":"zoi231137r26","doi-asserted-by":"publisher","first-page":"311","DOI":"10.14309\/ajg.0000000000001584","article-title":"Objectively measured physical activity is inversely associated with nonalcoholic fatty liver disease: The Rotterdam Study.","volume":"117","author":"van Kleef","year":"2022","journal-title":"Am J Gastroenterol"},{"issue":"10","key":"zoi231137r27","doi-asserted-by":"publisher","first-page":"1330","DOI":"10.1111\/apt.v54.10","article-title":"Dose-response relationships of accelerometer-measured sedentary behaviour and physical activity with non-alcoholic fatty liver disease.","volume":"54","author":"Tsunoda","year":"2021","journal-title":"Aliment Pharmacol Ther"},{"issue":"17","key":"zoi231137r28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3390\/jcm12175603","article-title":"Aerobic and muscle-strengthening physical activity, television viewing, and nonalcoholic fatty liver disease: The CARDIA Study.","volume":"12","author":"McDonough","year":"2023","journal-title":"J Clin Med"},{"issue":"1","key":"zoi231137r29","doi-asserted-by":"publisher","DOI":"10.1136\/bmjsem-2016-000143","article-title":"Update on the effects of physical activity on insulin sensitivity in humans.","volume":"2","author":"Bird","year":"2017","journal-title":"BMJ Open Sport Exerc Med"},{"issue":"6","key":"zoi231137r30","doi-asserted-by":"publisher","first-page":"950","DOI":"10.1123\/japa.2021-0219","article-title":"Dose- and intensity-response associations between leisure-time physical activity and markers of inflammation and oxidative stress in older adults.","volume":"30","author":"Ding","year":"2022","journal-title":"J Aging Phys Act"},{"issue":"3","key":"zoi231137r31","doi-asserted-by":"publisher","first-page":"G619","DOI":"10.1152\/ajpgi.00428.2007","article-title":"Daily exercise increases hepatic fatty acid oxidation and prevents steatosis in Otsuka Long-Evans Tokushima Fatty rats.","volume":"294","author":"Rector","year":"2008","journal-title":"Am J Physiol Gastrointest Liver Physiol"},{"issue":"1","key":"zoi231137r32","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1007\/s00125-005-0070-x","article-title":"Non-esterified fatty acid concentrations are independently associated with hepatic steatosis in obese subjects.","volume":"49","author":"Holt","year":"2006","journal-title":"Diabetologia"},{"issue":"4","key":"zoi231137r33","doi-asserted-by":"publisher","first-page":"1205","DOI":"10.1002\/hep.27544","article-title":"Moderate to vigorous physical activity volume is an important factor for managing nonalcoholic fatty liver disease: a retrospective study.","volume":"61","author":"Oh","year":"2015","journal-title":"Hepatology"},{"issue":"4","key":"zoi231137r34","doi-asserted-by":"publisher","first-page":"791","DOI":"10.1016\/j.jhep.2016.05.026","article-title":"Effect of exercise on the development of new fatty liver and the resolution of existing fatty liver.","volume":"65","author":"Sung","year":"2016","journal-title":"J Hepatol"},{"issue":"7","key":"zoi231137r35","doi-asserted-by":"publisher","first-page":"994","DOI":"10.1080\/17461391.2019.1571114","article-title":"Mechanisms of beneficial effects of exercise training on non-alcoholic fatty liver disease (NAFLD): Roles of oxidative stress and inflammation.","volume":"19","author":"Farzanegi","year":"2019","journal-title":"Eur J Sport Sci"},{"issue":"5","key":"zoi231137r36","doi-asserted-by":"publisher","first-page":"1797","DOI":"10.1097\/HEP.0000000000000323","article-title":"AASLD practice guidance on the clinical assessment and management of nonalcoholic fatty liver disease.","volume":"77","author":"Rinella","year":"2023","journal-title":"Hepatology"},{"issue":"6","key":"zoi231137r38","doi-asserted-by":"publisher","first-page":"1491","DOI":"10.1002\/hep.32207","article-title":"High-quality diet, physical activity, and college education are associated with low risk of NAFLD among the US population.","volume":"75","author":"Vilar-Gomez","year":"2022","journal-title":"Hepatology"},{"issue":"1","key":"zoi231137r39","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3390\/ijerph18010097","article-title":"Green space exposure association with type 2 diabetes mellitus, physical activity, and obesity: a systematic review.","volume":"18","author":"De la Fuente","year":"2020","journal-title":"Int J Environ Res Public Health"},{"issue":"21","key":"zoi231137r40","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3390\/jcm10215019","article-title":"What do we know about inequalities in NAFLD distribution and outcomes? a scoping review.","volume":"10","author":"Talens","year":"2021","journal-title":"J Clin Med"},{"issue":"6","key":"zoi231137r41","doi-asserted-by":"publisher","first-page":"1699","DOI":"10.1016\/j.jhep.2022.07.021","article-title":"Applying an equity lens to liver health and research in Europe.","volume":"77","author":"Ventura-Cots","year":"2022","journal-title":"J Hepatol"},{"issue":"8","key":"zoi231137r42","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1177\/0002764213487340","article-title":"Racism and health I: pathways and scientific evidence.","volume":"57","author":"Williams","year":"2013","journal-title":"Am Behav Sci"},{"key":"zoi231137r43","doi-asserted-by":"publisher","DOI":"10.1097\/HEP.0000000000000520","article-title":"A multi-society Delphi consensus statement on new fatty liver disease nomenclature.","author":"Rinella","year":"2023","journal-title":"Hepatology"},{"key":"zoi231137r44","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhep.2023.07.021","article-title":"Can we use old NAFLD data under the new MASLD definition?","author":"Song","year":"2023","journal-title":"J Hepatol"},{"key":"zoi231137r45","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhep.2023.07.017","article-title":"Confirmatory biomarker diagnostic studies are not needed when transitioning from NAFLD to MASLD.","author":"Ratziu","year":"2023","journal-title":"J Hepatol"},{"key":"zoi231137r37","volume-title":"Integrating social care into the delivery of health care: moving upstream to improve the nation\u2019s health","author":"National Academies of Science, Engineering, and Medicine","year":"2019"},{"key":"zoi231137r12","unstructured":"U.S. Department of Health and Human Services. Physical activity guidelines for Americans. 2nd ed. Published 2018. Accessed September 15, 2023. https:\/\/health.gov\/sites\/default\/files\/2019-09\/Physical_Activity_Guidelines_2nd_edition.pdf"}],"container-title":["JAMA Network Open"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/articlepdf\/2810945\/de_brito_2023_oi_231137_1697206422.04179.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,20]],"date-time":"2023-10-20T15:01:52Z","timestamp":1697814112000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2810945"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,20]]},"references-count":45,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2023,10,2]]}},"URL":"https:\/\/doi.org\/10.1001\/jamanetworkopen.2023.38952","relation":{},"ISSN":["2574-3805"],"issn-type":[{"value":"2574-3805","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,10,20]]}}}