{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,7]],"date-time":"2026-10-07T19:16:20Z","timestamp":1791400580013,"version":"4.3.3"},"reference-count":42,"publisher":"American Medical Association (AMA)","issue":"12","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Netw Open"],"abstract":"<jats:sec id=\"ab-zoi231439-4\"><jats:title>Importance<\/jats:title><jats:p>The associations of low-carbohydrate diets (LCDs) with long-term weight management remains unclear, and the source and quality of macronutrients within LCDs are less explored.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi231439-5\"><jats:title>Objectives<\/jats:title><jats:p>To prospectively examine associations between changes in LCD indices and weight change among US adults.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi231439-6\"><jats:title>Design, Setting, and Participants<\/jats:title><jats:p>This prospective cohort study included initially healthy participants at baseline from the Nurses\u2019 Health Study (NHS; 1986-2010), Nurses\u2019 Health Study II (NHSII; 1991-2015), and Health Professionals Follow-up Study (HPFS; 1986-2018). Data analysis was performed between November 2022 and April 2023.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi231439-7\"><jats:title>Exposures<\/jats:title><jats:p>Five LCD indices were examined: (1) a total LCD (TLCD) emphasizing overall lower carbohydrate intake; (2) an animal-based LCD (ALCD) that emphasized animal-sourced protein and fat; (3) a vegetable-based LCD (VLCD) that emphasized plant-sourced protein and fat; (4) a healthy LCD (HLCD) emphasizing less refined carbohydrates, more plant protein, and healthy fat; and (5) an unhealthy LCD (ULCD) emphasizing less healthful carbohydrates, more animal protein, and unhealthy fat.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi231439-8\"><jats:title>Main Outcomes and Measures<\/jats:title><jats:p>The outcome of interest was 4-year changes in self-reported body weight.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi231439-9\"><jats:title>Results<\/jats:title><jats:p>A total of 123\u202f332 participants (mean [SD] age, 45.0 [9.7] years; 103\u202f320 [83.8%] female) were included in this study. The median carbohydrate intake (as a percentage of energy) of the highest quintiles of TLCD score at baseline ranged from 38.3% in HPFS to 40.9% in NHSII. Mean weight gain over 4-year intervals among participants varied from 0.8 kg in the HPFS to 1.8 kg in the NHSII. After adjusting for demographics and baseline and concomitant changes of selected lifestyle factors, each 1-SD increase in TLCD score was associated with 0.06 (95% CI, 0.04-0.08) kg more weight gain over the 4-year periods. Similarly, participants gained 0.13 (95% CI, 0.11 to 0.14) kg per each 1-SD increase in ALCD score and 0.39 (95% CI, 0.37 to 0.40) kg per each 1-SD change in ULCD score. In contrast, each 1-SD increase in VLCD score was associated with 0.03 (95% CI, 0.01 to 0.04) kg less weight gain, and each 1-SD increase in HLCD score was associated with 0.36 (95% CI, 0.35 to 0.38) kg less weight gain. The associations were more pronounced among obese individuals (per 1-SD increase in HLCD score: BMI \u226530, 0.88 [95% CI, 0.80, 0.97] kg less weight gain; BMI &amp;amp;lt;25, 0.23 [95% CI, 0.20, 0.26] kg less weight gain; <jats:italic>P<\/jats:italic> for interaction\u2009&amp;amp;lt;\u2009.001).<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi231439-10\"><jats:title>Conclusions and Relevance<\/jats:title><jats:p>These findings suggest that the quality of LCDs may play a critical role in modulating long-term weight change. Only LCDs that emphasized high-quality protein, fat, and carbohydrates from whole grains and other plant-based foods were associated with less weight gain.<\/jats:p><\/jats:sec>","DOI":"10.1001\/jamanetworkopen.2023.49552","type":"journal-article","created":{"date-parts":[[2023,12,27]],"date-time":"2023-12-27T16:32:48Z","timestamp":1703694768000},"page":"e2349552","source":"Crossref","is-referenced-by-count":26,"title":["Low-Carbohydrate Diet Macronutrient Quality and Weight Change"],"prefix":"10.1001","volume":"6","author":[{"given":"Binkai","family":"Liu","sequence":"first","affiliation":[{"name":"Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yang","family":"Hu","sequence":"additional","affiliation":[{"name":"Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sharan K.","family":"Rai","sequence":"additional","affiliation":[{"name":"Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Molin","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts"},{"name":"Channing Division of Network Medicine, Department of Medicine, Brigham and Women\u2019s Hospital, Boston, Massachusetts"},{"name":"Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Frank B.","family":"Hu","sequence":"additional","affiliation":[{"name":"Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts"},{"name":"Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts"},{"name":"Channing Division of Network Medicine, Department of Medicine, Brigham and Women\u2019s Hospital, Boston, Massachusetts"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qi","family":"Sun","sequence":"additional","affiliation":[{"name":"Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts"},{"name":"Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts"},{"name":"Channing Division of Network Medicine, Department of Medicine, Brigham and Women\u2019s Hospital, Boston, Massachusetts"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10","published-online":{"date-parts":[[2023,12,27]]},"reference":[{"key":"zoi231439r1","doi-asserted-by":"publisher","first-page":"S44","DOI":"10.1093\/aje\/kws264","article-title":"Effects of low-carbohydrate diets versus low-fat diets on metabolic risk factors: a meta-analysis of randomized controlled clinical trials.","volume":"176","author":"Hu","year":"2012","journal-title":"Am J Epidemiol"},{"issue":"10","key":"zoi231439r2","doi-asserted-by":"publisher","first-page":"778","DOI":"10.7326\/0003-4819-140-10-200405180-00007","article-title":"The effects of low-carbohydrate versus conventional weight loss diets in severely obese adults: one-year follow-up of a randomized trial.","volume":"140","author":"Stern","year":"2004","journal-title":"Ann Intern Med"},{"issue":"5","key":"zoi231439r3","doi-asserted-by":"publisher","first-page":"309","DOI":"10.7326\/M14-0180","article-title":"Effects of low-carbohydrate and low-fat diets: a randomized trial.","volume":"161","author":"Bazzano","year":"2014","journal-title":"Ann Intern Med"},{"issue":"3","key":"zoi231439r4","doi-asserted-by":"publisher","first-page":"224","DOI":"10.1016\/j.numecd.2013.11.006","article-title":"Long term weight maintenance after advice to consume low carbohydrate, higher protein diets\u2014a systematic review and meta analysis.","volume":"24","author":"Clifton","year":"2014","journal-title":"Nutr Metab Cardiovasc Dis"},{"issue":"2","key":"zoi231439r5","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1093\/advances\/nmy092","article-title":"Food groups and risk of overweight, obesity, and weight gain: a systematic review and dose-response meta-analysis of prospective studies.","volume":"10","author":"Schlesinger","year":"2019","journal-title":"Adv Nutr"},{"issue":"25","key":"zoi231439r6","doi-asserted-by":"publisher","first-page":"2392","DOI":"10.1056\/NEJMoa1014296","article-title":"Changes in diet and lifestyle and long-term weight gain in women and men.","volume":"364","author":"Mozaffarian","year":"2011","journal-title":"N Engl J Med"},{"issue":"4","key":"zoi231439r7","doi-asserted-by":"publisher","first-page":"1084","DOI":"10.3945\/ajcn.113.058362","article-title":"Sugar-sweetened beverages and weight gain in children and adults: a systematic review and meta-analysis.","volume":"98","author":"Malik","year":"2013","journal-title":"Am J Clin Nutr"},{"key":"zoi231439r8","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1093\/nutrit\/nuz082","article-title":"Low-carbohydrate diets and cardiometabolic health: the importance of carbohydrate quality over quantity.","volume":"78","author":"Sievenpiper","year":"2020","journal-title":"Nutr Rev"},{"issue":"12","key":"zoi231439r9","doi-asserted-by":"publisher","first-page":"1178","DOI":"10.1001\/jama.2019.13771","article-title":"Trends in dietary carbohydrate, protein, and fat intake and diet quality among US adults, 1999-2016.","volume":"322","author":"Shan","year":"2019","journal-title":"JAMA"},{"issue":"1","key":"zoi231439r10","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1089\/jwh.1997.6.49","article-title":"The Nurses\u2019 Health Study: 20-year contribution to the understanding of health among women.","volume":"6","author":"Colditz","year":"1997","journal-title":"J Womens Health"},{"issue":"9","key":"zoi231439r11","doi-asserted-by":"publisher","first-page":"1573","DOI":"10.2105\/AJPH.2016.303338","article-title":"Origin, methods, and evolution of the three Nurses\u2019 Health Studies.","volume":"106","author":"Bao","year":"2016","journal-title":"Am J Public Health"},{"issue":"6","key":"zoi231439r12","doi-asserted-by":"publisher","first-page":"466","DOI":"10.1097\/00001648-199011000-00009","article-title":"Validity of self-reported waist and hip circumferences in men and women.","volume":"1","author":"Rimm","year":"1990","journal-title":"Epidemiology"},{"issue":"3","key":"zoi231439r13","doi-asserted-by":"publisher","first-page":"574","DOI":"10.1093\/ajcn\/nqz049","article-title":"Changes in intake of plant-based diets and weight change: results from 3 prospective cohort studies.","volume":"110","author":"Satija","year":"2019","journal-title":"Am J Clin Nutr"},{"issue":"1","key":"zoi231439r14","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1093\/oxfordjournals.aje.a114086","article-title":"Reproducibility and validity of a semiquantitative food frequency questionnaire.","volume":"122","author":"Willett","year":"1985","journal-title":"Am J Epidemiol"},{"issue":"4","key":"zoi231439r15","doi-asserted-by":"publisher","first-page":"858","DOI":"10.1093\/ije\/18.4.858","article-title":"Food-based validation of a dietary questionnaire: the effects of week-to-week variation in food consumption.","volume":"18","author":"Salvini","year":"1989","journal-title":"Int J Epidemiol"},{"issue":"10","key":"zoi231439r16","doi-asserted-by":"publisher","first-page":"1114","DOI":"10.1093\/oxfordjournals.aje.a116211","article-title":"Reproducibility and validity of an expanded self-administered semiquantitative food frequency questionnaire among male health professionals.","volume":"135","author":"Rimm","year":"1992","journal-title":"Am J Epidemiol"},{"issue":"7","key":"zoi231439r17","doi-asserted-by":"publisher","first-page":"570","DOI":"10.1093\/aje\/kww104","article-title":"Validity of a dietary questionnaire assessed by comparison with multiple weighed dietary records or 24-hour recalls.","volume":"185","author":"Yuan","year":"2017","journal-title":"Am J Epidemiol"},{"issue":"19","key":"zoi231439r18","doi-asserted-by":"publisher","first-page":"1991","DOI":"10.1056\/NEJMoa055317","article-title":"Low-carbohydrate-diet score and the risk of coronary heart disease in women.","volume":"355","author":"Halton","year":"2006","journal-title":"N Engl J Med"},{"issue":"8","key":"zoi231439r19","first-page":"570","article-title":"The validity of recalled weight among younger women.","volume":"19","author":"Troy","year":"1995","journal-title":"Int J Obes Relat Metab Disord"},{"issue":"5","key":"zoi231439r20","doi-asserted-by":"publisher","first-page":"551","DOI":"10.1002\/sim.v8:5","article-title":"Flexible regression models with cubic splines.","volume":"8","author":"Durrleman","year":"1989","journal-title":"Stat Med"},{"issue":"3","key":"zoi231439r21","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1056\/NEJMoa0708681","article-title":"Weight loss with a low-carbohydrate, Mediterranean, or low-fat diet.","volume":"359","author":"Shai","year":"2008","journal-title":"N Engl J Med"},{"issue":"9","key":"zoi231439r22","doi-asserted-by":"publisher","first-page":"969","DOI":"10.1001\/jama.297.9.969","article-title":"Comparison of the Atkins, Zone, Ornish, and LEARN diets for change in weight and related risk factors among overweight premenopausal women: the A to Z Weight Loss Study: a randomized trial.","volume":"297","author":"Gardner","year":"2007","journal-title":"JAMA"},{"issue":"7","key":"zoi231439r23","doi-asserted-by":"publisher","first-page":"667","DOI":"10.1001\/jama.2018.0245","article-title":"Effect of low-fat vs low-carbohydrate diet on 12-month weight loss in overweight adults and the association with genotype pattern or insulin secretion: the DIETFITS randomized clinical trial.","volume":"319","author":"Gardner","year":"2018","journal-title":"JAMA"},{"issue":"9","key":"zoi231439r24","doi-asserted-by":"publisher","first-page":"859","DOI":"10.1056\/NEJMoa0804748","article-title":"Comparison of weight-loss diets with different compositions of fat, protein, and carbohydrates.","volume":"360","author":"Sacks","year":"2009","journal-title":"N Engl J Med"},{"issue":"3","key":"zoi231439r25","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0057300","article-title":"Macronutrient composition of the diet and prospective weight change in participants of the EPIC-PANACEA study.","volume":"8","author":"Vergnaud","year":"2013","journal-title":"PLoS One"},{"key":"zoi231439r26","doi-asserted-by":"publisher","first-page":"743","DOI":"10.1038\/s41366-023-01323-3","article-title":"Different carbohydrate exposures and weight gain\u2014results from a pooled analysis of three population-based studies.","volume":"47","author":"Tammi","year":"2023","journal-title":"Int J Obes (Lond)"},{"issue":"5","key":"zoi231439r27","doi-asserted-by":"publisher","first-page":"e6","DOI":"10.1016\/S2213-8587(19)30074-9","article-title":"Effect of a high-fat Mediterranean diet on bodyweight and waist circumference: a prespecified secondary outcomes analysis of the PREDIMED randomised controlled trial.","volume":"7","author":"Estruch","year":"2019","journal-title":"Lancet Diabetes Endocrinol"},{"issue":"5","key":"zoi231439r28","doi-asserted-by":"publisher","first-page":"777","DOI":"10.2337\/dc18-0836","article-title":"Effect of a lifestyle intervention program with energy-restricted mediterranean diet and exercise on weight loss and cardiovascular risk factors: one-year results of the PREDIMED-Plus trial.","volume":"42","author":"Salas-Salvad\u00f3","year":"2019","journal-title":"Diabetes Care"},{"issue":"3","key":"zoi231439r29","doi-asserted-by":"publisher","first-page":"200","DOI":"10.1080\/07315724.2013.791194","article-title":"The effect of fiber on satiety and food intake: a systematic review.","volume":"32","author":"Clark","year":"2013","journal-title":"J Am Coll Nutr"},{"issue":"12","key":"zoi231439r30","doi-asserted-by":"publisher","first-page":"2011","DOI":"10.3390\/nu10122011","article-title":"Quality of dietary fat intake and body weight and obesity in a Mediterranean population: secondary analyses within the PREDIMED Trial.","volume":"10","author":"Beulen","year":"2018","journal-title":"Nutrients"},{"issue":"14","key":"zoi231439r31","doi-asserted-by":"publisher","first-page":"1538","DOI":"10.1016\/j.jacc.2015.07.055","article-title":"Saturated fats compared with unsaturated fats and sources of carbohydrates in relation to risk of coronary heart disease: a prospective cohort study.","volume":"66","author":"Li","year":"2015","journal-title":"J Am Coll Cardiol"},{"issue":"10","key":"zoi231439r32","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1038\/s41569-019-0206-1","article-title":"Dietary fats and cardiometabolic disease: mechanisms and effects on risk factors and outcomes.","volume":"16","author":"Wu","year":"2019","journal-title":"Nat Rev Cardiol"},{"issue":"3","key":"zoi231439r33","doi-asserted-by":"publisher","first-page":"502","DOI":"10.3945\/ajcn.2008.26285","article-title":"Saturated fat, carbohydrate, and cardiovascular disease.","volume":"91","author":"Siri-Tarino","year":"2010","journal-title":"Am J Clin Nutr"},{"issue":"9","key":"zoi231439r34","doi-asserted-by":"publisher","first-page":"632","DOI":"10.1016\/j.nutres.2010.09.003","article-title":"A highly saturated fat-rich diet is more obesogenic than diets with lower saturated fat content.","volume":"30","author":"Hariri","year":"2010","journal-title":"Nutr Res"},{"issue":"5","key":"zoi231439r35","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1016\/S0939-4753(03)80031-5","article-title":"A reduction in dietary saturated fat decreases body fat content in overweight, hypercholesterolemic males.","volume":"13","author":"Fern\u00e1ndez de la Puebla","year":"2003","journal-title":"Nutr Metab Cardiovasc Dis"},{"issue":"3","key":"zoi231439r36","doi-asserted-by":"publisher","first-page":"369","DOI":"10.1007\/s00125-001-0768-3","article-title":"Substituting dietary saturated fat with polyunsaturated fat changes abdominal fat distribution and improves insulin sensitivity.","volume":"45","author":"Summers","year":"2002","journal-title":"Diabetologia"},{"issue":"3","key":"zoi231439r37","doi-asserted-by":"publisher","first-page":"589","DOI":"10.3945\/ajcn.116.139683","article-title":"Substituting whole grains for refined grains in a 6-wk randomized trial favorably affects energy-balance metrics in healthy men and postmenopausal women.","volume":"105","author":"Karl","year":"2017","journal-title":"Am J Clin Nutr"},{"issue":"11","key":"zoi231439r38","doi-asserted-by":"publisher","first-page":"2477","DOI":"10.2337\/dc10-1079","article-title":"Sugar-sweetened beverages and risk of metabolic syndrome and type 2 diabetes: a meta-analysis.","volume":"33","author":"Malik","year":"2010","journal-title":"Diabetes Care"},{"issue":"8","key":"zoi231439r39","doi-asserted-by":"publisher","first-page":"699","DOI":"10.1016\/j.numecd.2013.04.008","article-title":"Long-term effects of low glycemic index\/load vs high glycemic index\/load diets on parameters of obesity and obesity-associated risks: a systematic review and meta-analysis.","volume":"23","author":"Schwingshackl","year":"2013","journal-title":"Nutr Metab Cardiovasc Dis"},{"issue":"9","key":"zoi231439r40","doi-asserted-by":"publisher","first-page":"923","DOI":"10.1001\/jama.2014.10397","article-title":"Comparison of weight loss among named diet programs in overweight and obese adults: a meta-analysis.","volume":"312","author":"Johnston","year":"2014","journal-title":"JAMA"},{"issue":"4","key":"zoi231439r41","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1002\/osp4.v5.4","article-title":"Self-report dieting and long-term changes in body mass index and waist circumference.","volume":"5","author":"Sares-J\u00e4ske","year":"2019","journal-title":"Obes Sci Pract"},{"issue":"9","key":"zoi231439r42","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pmed.1004094","article-title":"Weight loss strategies, weight change, and type 2 diabetes in US health professionals: a cohort study.","volume":"19","author":"Si","year":"2022","journal-title":"PLoS Med"}],"container-title":["JAMA Network Open"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/articlepdf\/2813286\/liu_2023_oi_231439_1706808133.6093.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,8]],"date-time":"2024-02-08T16:19:11Z","timestamp":1707409151000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2813286"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,27]]},"references-count":42,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2023,12,1]]}},"URL":"https:\/\/doi.org\/10.1001\/jamanetworkopen.2023.49552","relation":{},"ISSN":["2574-3805"],"issn-type":[{"value":"2574-3805","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,12,27]]}}}