Differences in the association of diet quality with body fat distribution between men and women
Open accessAbstract
Background/objective As dietary intake and endocrine metabolism are vastly different by sex, we evaluated differences in the association of diet quality with body composition between men and women.Subjects/methods Close to 2000 participants from the Multiethnic Cohort completed calibrated quantitative food frequency questionnaires at cohort entry (1993-96) and clinic visit (2013-16), from which the Healthy Eating Index (HEI-2010) was computed. Adiposity measures were obtained through DXA and MRI at clinic visit. Multivariable-adjusted mean adiposity measures were estimated by tertiles of HEI-2010 scores using general linear regression. The associations of diet quality with high visceral fat (VAT) and nonalcoholic fatty liver disease (NAFLD) were examined by logistic regression. To assess sex differences, cross-product terms with the HEI-2010 were added to the models.Results Mean HEI-2010 scores were higher for women than men at cohort entry (67.4 vs. 64.0) and clinic visit (73.6 vs. 71.0). Past and current diet quality was inversely associated with adiposity measures in men and women. Although interaction terms were not significant, the magnitude of the slopes and differences in adjusted means across tertiles suggested a stronger association for women than men. When comparing individuals who maintained a high vs. poor quality diet over 20 years, women but not men showed significantly lower risks for high VAT, whereas high HEI-2010 scores predicted a lower risk of NAFLD in both sexes.Conclusions The inverse association of diet quality with adiposity was similar in both sexes, but diet quality appeared to have a stronger influence on VAT in women than men.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Observational prospective studies show an inverse association of MASLD development with the Mediterranean diet or similar healthy dietary patterns, and a direct association with unhealthy patterns.
“Observational prospective studies show an inverse association of MASLD development with the Mediterranean diet or similar healthy dietary patterns, 102,103 and a direct association with unhealthy patterns.”
From EASL-EASD-EASO Clinical Practice Guidelines on the management of metabolic dysfunction-associated steatotic liver disease (MASLD). (2024) · cites this paper as [103]
The Results (page not available) report that participants with high Healthy Eating Index scores at both assessments were less likely to have NAFLD. The Methods (page not available) specify that NAFLD was measured at the clinic visit, so the study does not establish prospectively observed new cases. It assessed neither the Mediterranean diet specifically nor a distinct unhealthy dietary pattern. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Health effects of overweight and obesity in 195 countries over 25 years
Collaborators, T. G. 2. O. (2017) · New England Journal of Medicine · doi:10.1056/nejmoa1614362 · Cited by 7,918 · see citing works
Pathophysiology of human visceral obesity: an update
Tchernof, A., & Després, J.-P. (2013) · Physiological Reviews · doi:10.1152/physrev.00033.2011 · Cited by 2,583 · see citing works
Update of the Healthy Eating Index: HEI-2010
Guenther, P. M., Casavale, K. O., Reedy, J., Kirkpatrick, S. I., Hiza, H., Kuczynski, K. J., Kahle, L., & Krebs‐Smith, S. M. (2013) · Journal of the Academy of Nutrition and Dietetics · doi:10.1016/j.jand.2012.12.016 · Cited by 1,361 · see citing works
A Multiethnic Cohort in Hawaii and Los Angeles: Baseline Characteristics
Kolonel, L. N., Henderson, B. E., Hankin, J. H., Nomura, A. M. Y., Wilkens, L. R., Pike, M. C., Stram, D. O., Monroe, K. R., Earle, M. E., & Nagamine, F. S. (2000) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a010213 · Cited by 1,024 · see citing works
Self-citationNazare, J., Smith, J. D., Borel, A., Haffner, S. M., Balkau, B., Ross, R., Massien, C., Alméras, N., & Després, J. (2012) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.112.035758 · Cited by 440 · see citing works
Calibration of the Dietary Questionnaire for a Multiethnic Cohort in Hawaii and Los Angeles
Stram, D. O., Hankin, J. H., Wilkens, L. R., Pike, M. C., Monroe, K. R., Park, S., Henderson, B. E., Nomura, A. M., Earle, M. E., Nagamine, F. S., et al. (2000) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a010214 · Cited by 393 · see citing works
Self-citationHarmon, B. E., Boushey, C. J., Shvetsov, Y. B., Ettienne, R., Reedy, J., Wilkens, L. R., Le Marchand, L., Henderson, B. E., & Kolonel, L. N. (2015) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.114.090688 · Cited by 364 · see citing works
Self-citationAnatomical Patterning of Visceral Adipose Tissue: Race, Sex, and Age Variation
Demerath, E. W., Sun, S. S., Rogers, N. L., Lee, M., Reed, D., Choh, A. C., Couch, W. P., Czerwinski, S. A., Chumlea, W. C., Siervogel, R. M., et al. (2007) · Obesity · doi:10.1038/oby.2007.356 · Cited by 229 · see citing works
Diets and nonalcoholic fatty liver disease: The good and the bad
Asrih, M., & Jornayvaz, F. R. (2013) · Clinical Nutrition · doi:10.1016/j.clnu.2013.11.003 · Cited by 175 · see citing works
A priori-defined diet quality indexes and risk of type 2 diabetes: the multiethnic cohort
Jacobs, S., Harmon, B. E., Boushey, C. J., Morimoto, Y., Wilkens, L. R., Le Marchand, L., Kröger, J., Schulze, M. B., Kolonel, L. N., & Maskarinec, G. (2015) · Diabetologia · doi:10.1007/s00125-014-3404-8 · Cited by 121 · see citing works
Self-citationPropensity for Intra-abdominal and Hepatic Adiposity Varies Among Ethnic Groups
Lim, U., Monroe, K. R., Buchthal, S. D., Fan, B., Cheng, I. C., Kristal, B. S., Lampe, J. W., Hullar, M. A. J., Franke, A. A., Stram, D. O., et al. (2018) · Gastroenterology · doi:10.1053/j.gastro.2018.11.021 · Cited by 118 · see citing works
Self-citationAssociation of Lifestyle Factors With Abdominal Subcutaneous and Visceral Adiposity
Molenaar, E. A., Massaro, J. M., Jacques, P. F., Pou, K. M., Ellison, R. C., Hoffmann, U., Pencina, K. M., Shadwick, S. D., Vasan, R. S., O’Donnell, C. J., et al. (2008) · Diabetes Care · doi:10.2337/dc08-1382 · Cited by 108 · see citing works
Bates, C., Prentice, A., & Finch, S. (1999) · European Journal of Clinical Nutrition · doi:10.1038/sj.ejcn.1600834 · Cited by 106 · see citing works
Chan, R., Wong, V. W., Chu, C. W., Wong, G. L., Li, L. S., Leung, J. C. S., Chim, A. M., Yeung, D. K., Sea, M. M.-M., Woo, J., et al. (2015) · PLoS ONE · doi:10.1371/journal.pone.0139310 · Cited by 105 · see citing works
Metabolic alterations following visceral fat removal and expansion
Foster, M. T., & Pagliassotti, M. J. (2012) · Adipocyte · doi:10.4161/adip.21756 · Cited by 93 · see citing works
Bertoli, S., Leone, A., Vignati, L., Bedogni, G., Martínez-González, M. Á., Bes-Rastrollo, M., Spadafranca, A., Vanzulli, A., & Battezzati, A. (2015) · Clinical Nutrition · doi:10.1016/j.clnu.2015.10.003 · Cited by 81 · see citing works
Shiferaw, B., Verrill, L. A., Booth, H. A., Zansky, S. M., Norton, D. M., Crim, S. M., & Henao, O. L. (2012) · Clinical Infectious Diseases · doi:10.1093/cid/cis247 · Cited by 80 · see citing works
Jacobs, S., Boushey, C. J., Franke, A. A., Shvetsov, Y. B., Monroe, K. R., Haiman, C. A., Kolonel, L. N., Marchand, L. L., & Maskarinec, G. (2017) · British Journal Of Nutrition · doi:10.1017/s0007114517002033 · Cited by 72 · see citing works
Self-citationMaskarinec, G., Lim, U., Jacobs, S., Monroe, K. R., Ernst, T. M., Buchthal, S. D., Shepherd, J., Wilkens, L. R., Marchand, L. L., & Boushey, C. J. (2017) · Obesity · doi:10.1002/oby.21868 · Cited by 71 · see citing works
Self-citationKelly, M. T., Rennie, K. L., Wallace, J. M. W., Robson, P. J., Welch, R., Hannon-Fletcher, M. P. A., & Livingstone, M. B. E. (2008) · British Journal Of Nutrition · doi:10.1017/s0007114508060777 · Cited by 63 · see citing works
Gender analysis in the development and validation of FFQ: a systematic review
Lee, H., Kang, M., Song, W. O., Shim, J. E., & Paik, H. Y. (2015) · British Journal Of Nutrition · doi:10.1017/s0007114515004717 · Cited by 59 · see citing works
Self-citationKang, M., Park, S., Shvetsov, Y. B., Wilkens, L. R., Marchand, L. L., Boushey, C. J., & Paik, H. Y. (2018) · Nutrition · doi:10.1016/j.nut.2018.11.022 · Cited by 55 · see citing works
Self-citationMurphy, S. P. (2002) · American Journal of Epidemiology · doi:10.1093/aje/kwf097 · Cited by 53 · see citing works
Fischer, K., Moewes, D., Koch, M., Müller, H., Jacobs, G., Kassubek, J., Lieb, W., & Nöthlings, U. (2015) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.114.101626 · Cited by 34 · see citing works
It is time to integrate sex as a variable in preclinical and clinical studies
Lee, H., Pak, Y. K., Yeo, E., Kim, Y. S., Paik, H. Y., & Lee, S. K. (2018) · Experimental & Molecular Medicine · doi:10.1038/s12276-018-0122-1 · Cited by 20 · see citing works
Kang, M., Park, S., Boushey, C. J., Wilkens, L. R., Monroe, K. R., Marchand, L. L., Kolonel, L. N., Murphy, S. P., & Paik, H. Y. (2018) · Journal of the Academy of Nutrition and Dietetics · doi:10.1016/j.jand.2018.02.014 · Cited by 19 · see citing works
Self-citationAssociation of serum γ-tocopherol levels with mortality: the Multiethnic Cohort Study
Chai, W., Maskarinec, G., Franke, A. A., Monroe, K. R., Park, S., Kolonel, L. N., Wilkens, L. R., Marchand, L. L., & Cooney, R. V. (2019) · European Journal of Clinical Nutrition · doi:10.1038/s41430-019-0460-7 · Cited by 16 · see citing works
Self-citationRüttgers, D., Fischer, K., Koch, M., Lieb, W., Müller, H., Jacobs, G., Kassubek, J., & Nöthlings, U. (2015) · British Journal Of Nutrition · doi:10.1017/s0007114515003682 · Cited by 12 · see citing works
Aumüller, N., Boushey, C. J., Franke, A. A., Cooney, R. V., Monroe, K. R., Haiman, C. A., Wilkens, L. R., Kolonel, L. N., Marchand, L. L., & Maskarinec, G. (2018) · European Journal of Clinical Nutrition · doi:10.1038/s41430-018-0272-1 · Cited by 10 · see citing works
Self-citation
Flagged first, then by citations
1 of the 30 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- [3]Smiciklas-Wright H, Mitchell DC, Mickle SJ, Cook AJ, Goldman JD. Foods commonly eaten in the United States. US Department of Agriculture NFS report 2002; 965: 1– 264.
Cited by
Sorted by citations
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
(2024) · Obesity Facts · doi:10.1159/000539371 · Cited by 510 · see citing works
Telleria-Aramburu, N., & Arroyo‐Izaga, M. (2021) · British Journal Of Nutrition · doi:10.1017/s0007114521001483 · Cited by 54 · see citing works
One size does not fit all; practical, personal tailoring of the diet to <scp>NAFLD</scp> patients
Zelber‐Sagi, S., Grinshpan, L. S., Ivancovsky‐Wajcman, D., Goldenshluger, A., & Gepner, Y. (2022) · Liver International · doi:10.1111/liv.15335 · Cited by 49 · see citing works
Zheng, J., Zhao, L., Dong, J., Chen, H., Li, D., Zhang, X., Hassan, M. M., Steck, S. E., Li, X., Xiang, Y., et al. (2022) · Clinical Nutrition · doi:10.1016/j.clnu.2022.08.018 · Cited by 47 · see citing works
MASLD: Prevalence, Mechanisms, and Sex-Based Therapies in Postmenopausal Women
Milani, I., Chinucci, M., Leonetti, F., & Capoccia, D. (2025) · Biomedicines · doi:10.3390/biomedicines13040855 · Cited by 38 · see citing works
“Diet quality appears to have a greater effect on VAT in women than in men [247], emphasizing the need to consider gender differences in dietary patterns and their impact on diet quality and MASLD risk.”
Subcutaneous and visceral fat assessment by DXA and MRI in older adults and children
Maskarinec, G., Shvetsov, Y. B., Wong, M. C., Garber, A. K., Monroe, K. R., Ernst, T., Buchthal, S. D., Lim, U., Marchand, L. L., Heymsfield, S. B., et al. (2022) · Obesity · doi:10.1002/oby.23381 · Cited by 35 · see citing works
Self-citationPractical Lifestyle Management of Nonalcoholic Fatty Liver Disease for Busy Clinicians
Zelber‐Sagi, S., & Moore, J. B. (2024) · Diabetes Spectrum · doi:10.2337/dsi23-0009 · Cited by 39 · see citing works
Nonalcoholic fatty liver disease shows significant sex dimorphism
Chen, X., Wang, C., Huang, Y., & Zhang, L. (2022) · World Journal of Clinical Cases · doi:10.12998/wjcc.v10.i5.1457 · Cited by 33 · see citing works
Fenton, S., Ashton, L., Lee, D. C. W., & Collins, C. E. (2024) · Journal of Human Nutrition and Dietetics · doi:10.1111/jhn.13309 · Cited by 27 · see citing works
Sexual dimorphism in the context of nutrition and health
Pontifex, M. G., Vauzour, D., & Müller, M. M. (2023) · Proceedings of The Nutrition Society · doi:10.1017/s0029665123003610 · Cited by 26 · see citing works
Dietary Treatment for NAFLD: New Clinical and Epidemiological Evidence and Updated Recommendations
Zelber‐Sagi, S. (2021) · Seminars in Liver Disease · doi:10.1055/s-0041-1729971 · Cited by 23 · see citing works
Tindall, A. M., & Stallings, V. A. (2021) · Annals of Human Biology · doi:10.1080/03014460.2021.1998621 · Cited by 20 · see citing works
Xu, F., Greene, G. W., Earp, J. E., Adami, A., Delmonico, M. J., Lofgren, I. E., & Greaney, M. L. (2020) · Obesity · doi:10.1002/oby.23018 · Cited by 18 · see citing works
Dileo, E., Saba, F., Parasiliti‐Caprino, M., Rosso, C., & Bugianesi, E. (2025) · Nutrients · doi:10.3390/nu17030477 · Cited by 12 · see citing works
Heredia, N. I., Thrift, A. P., Ramsey, D. J., Loomba, R. S., & El‐Serag, H. B. (2023) · Nutrients · doi:10.3390/nu15112598 · Cited by 7 · see citing works
Thimm, A., Maskarinec, G., Guillermo, C., Nimptsch, K., & Pischon, T. (2024) · British Journal Of Nutrition · doi:10.1017/s000711452400179x · Cited by 6 · see citing works
Self-citationCuany, D., Andetsion, F., Fontannaz, X., Bénet, T., Spichtig, V., & Austin, S. (2021) · Journal of AOAC International · doi:10.1093/jaoacint/qsab095 · Cited by 6 · see citing works
Merritt, M. A., Lim, U., Lampe, J. W., Kaenkumchorn, T. K., Boushey, C. J., Wilkens, L. R., Shepherd, J., Ernst, T., & Marchand, L. L. (2024) · Obesity Science & Practice · doi:10.1002/osp4.734 · Cited by 4 · see citing works
Self-citationLet them eat (birthday) cake: reframing healthy eating in healthcare organizations
Kennedy, L. J., Kirk, S., Sim, M., Leigh, J. P., Wong, H. W. L., & Mah, C. L. (2025) · Global Health Promotion · doi:10.1177/17579759251318731 · Cited by 3 · see citing works
Jarvis, H., Brennan, P., Casanovas, T., Casler, K., Desai, M., Evans, P. H., Dillon, J. F., Grattagliano, I., Hallsworth, K., Hebditch, V., et al. (2026) · The Lancet. Gastroenterology & hepatology · doi:10.1016/s2468-1253(26)00015-4 · Cited by 3 · see citing works
Vidiawati, D., Werdhani, R. A., Sahar, J., Ekawati, F. M., Dewanti, L., Lestari, P., Surjaningrum, E. R., Sulistiawati, S., & Widyahening, I. S. (2025) · PLoS ONE · doi:10.1371/journal.pone.0322773 · Cited by 2 · see citing works
Nybacka, S., Peolsson, A. L. C., Leanderson, P., & Ryden, M. (2024) · BMJ Nutrition Prevention & Health · doi:10.1136/bmjnph-2024-001037 · Cited by 1 · see citing works
Gezer, C., & Felek, H. (2025) · Bandırma Onyedi Eylül Üniversitesi Sağlık Bilimleri ve Araştırmaları Dergisi · doi:10.46413/boneyusbad.1526788 · Cited by 1 · see citing works
Lifestyle medicine pillars for women's heart health
Geyer, C., McHugh, J., Wasfy, M. M., & Frates, B. (2025) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2025.101085 · Cited by 1 · see citing works
Hui, Z., & Zhang, F. (2025) · World Journal of Urology · doi:10.1007/s00345-025-06130-1 · Cited by 1 · see citing works
Lifespan approaches for the prevention and management of steatotic liver disease
Zelber‐Sagi, S., Ivancovsky-Wajcman, D., Kugelmas, C., Weinstein, A. A., Wong, V. W., Castéra, L., Moore, J. B., Mouzaki, M., Hallsworth, K., Paik, J. M., et al. (2026) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-026-01198-5 · Cited by 1 · see citing works
Hamamji, S., Zaltz, D. A., & L’Abbé, M. R. (2025) · Applied Physiology, Nutrition, and Metabolism · doi:10.1139/apnm-2024-0357 · Cited by 1 · see citing works
Zhang, L.-L., Yang, S., Huang, H., Liu, Y., Zou, K.-L., Wu, L., & Su, X.-D. (2024) · Research Square · doi:10.21203/rs.3.rs-5345780/v1
Mohit, M., Homayounfar, R., Saadi, A. F., & Hejazi, N. (2025) · BMC Nutrition · doi:10.1186/s40795-025-01136-9
Gilmore, S. N., Magee, C., & Khalili, M. (2026) · Gastro Hep Advances · doi:10.1016/j.gastha.2026.101024
Angkasa, D., Citra, Y., Nuzrina, R., Kuswari, M., Palupi, K. C., & Fahraeni, R. (2026) · Nutrition & Food Science · doi:10.1108/nfs-12-2025-0449
Sex-Specific Considerations for Physical Activity, Diet, and Smoking
Gibbs, B. B., Kozai, A. C., & Davis, K. K. (2026) · Physiology in health and disease · doi:10.1007/978-3-032-26472-5_11
The Mediterranean pyramid: 30 years later, still relevant
Visioli, F., Martínez‐Urbistondo, D., & Martínez‐González, M. Á. (2026) · European Journal of Nutrition · doi:10.1007/s00394-026-04114-4
- Authors
- Maskarinec, G., Namatame, L. A., Kang, M., Buchthal, S. D., Ernst, T., Monroe, K. R., Shepherd, J. A., Wilkens, L. R., Boushey, C. J., Marchand, L. L., & Lim, U.
- Affiliations
- University of Hawaii Cancer Center (US)
- University of Maryland, Baltimore (US)
- University of Southern California (US)
- Corresponding author
- Maskarinec, Gertraud
- ORCID
- Venue
- European Journal of Clinical Nutrition
- Published
- 2020-01-24
- Volume
- 74
- Issue
- 10
- Pages
- 1434-1441
- ISSN
- 0954-3007 (ISSN-L)
- 1476-5640
- PMC
- PMC7377951
- OpenAlex
- W3001290876
- Cited by
- 34
- References
- 30
- Citations by year
- 2026: 6 · 2025: 9 · 2024: 8 · 2023: 2 · 2022: 4 · 2021: 4 · 2020: 1
- FWCI
- 2.06
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- European Journal of Clinical Nutrition (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- U.S. Department of Health & Human Services | NIH | National Cancer Institute (U01CA164973, P30CA071789)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Nutritional Studies and Diet
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Nutrition, Genetics, and Disease
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Keywords
- diet quality, Healthy Eating Index-2010, body fat distribution, visceral fat, non-alcoholic fatty liver disease, sex differences, body composition, adiposity, multi-ethnic cohort
- MeSH terms
- Diet, Healthy, Body Composition, Cross-Sectional Studies, Diet, Female, Humans, Male, Adiposity, Body Fat Distribution
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review