Evidence map›Paper›PMID 41476232›Full record

ArticleJournal of health, population, and nutrition2025

Association of high-fat diet with bone mineral density in older U.S. adults: a cross-sectional study of NHANES 2017-2018.

Na Li, Qing He, Yuan Cheng, Tao Jin

Abstract read
In one paragraph

Article in Journal of health, population, and nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Na LiKey Laboratory of Advanced Technologies of Materials (Ministry of Education), School of Materials Science and Engineering, Southwest Jiaotong University, 111 North 1st Section, Second Ring Road, Chengdu, 610031, Sichuan, China.
Qing HeKey Laboratory of Advanced Technologies of Materials (Ministry of Education), School of Materials Science and Engineering, Southwest Jiaotong University, 111 North 1st Section, Second Ring Road, Chengdu, 610031, Sichuan, China. heqing@swjtu.edu.cn.
Yuan ChengKey Laboratory of Advanced Technologies of Materials (Ministry of Education), School of Materials Science and Engineering, Southwest Jiaotong University, 111 North 1st Section, Second Ring Road, Chengdu, 610031, Sichuan, China.
Tao JinKey Laboratory of Advanced Technologies of Materials (Ministry of Education), School of Materials Science and Engineering, Southwest Jiaotong University, 111 North 1st Section, Second Ring Road, Chengdu, 610031, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEvidence on the relationship between dietary fat intake and bone mineral density (BMD) remains inconsistent, particularly regarding sex- and site-specific differences in femoral bone health among older adults.

methodsThis cross-sectional study analyzed data from the 2017-2018 National Health and Nutrition Examination Survey (NHANES) to explore associations between dietary fat intake and femoral BMD in U.S. adults aged ≥ 50 years. Femoral BMD at four anatomical sites (total femur, neck, trochanter, intertrochanteric region) was measured using dual-energy X-ray absorptiometry (DXA). A high-fat diet was defined as > 35% of total energy intake from fat (%E). Sex-stratified, survey-weighted multivariable logistic regression models were applied to examine associations with osteopenia/osteoporosis after adjustment for relevant covariates.

resultsAmong 1,127 adults aged ≥ 50 years (612 men; 515 women), high-fat diet consumption was more prevalent in men (59.5%) than in women (54.0%). Women showed a higher baseline prevalence of osteopenia/osteoporosis, approximately 1.7-2.0 times that of men across femoral sites. After multivariable adjustment, a high-fat diet was associated with lower odds of femoral neck osteopenia/osteoporosis in men (OR = 0.45, p = 0.03) and women (OR = 0.43, p = 0.04), with no significant associations observed at other sites. Sensitivity and substitution analyses yielded directionally similar results, suggesting a modest, potentially protective association when carbohydrates were replaced with dietary fat. Restricted cubic spline and exploratory dose-response analyses demonstrated a protective effect of moderate fat intake in both sexes, with distinct sex-specific patterns: a nonlinear trend in women-with maximal protection observed at 40-45%E (OR = 0.22, p = 0.02)-and a linear inverse association in men, with the lowest risk at 35-40%E (OR = 0.35, p = 0.01).

conclusionsThese findings suggest a modest, sex- and site-specific association between dietary fat intake and femoral bone health in older adults. The observed relationships should be interpreted as exploratory and hypothesis-generating, emphasizing the need for longitudinal studies to confirm causality. Maintaining balanced macronutrient intake, rather than strict fat restriction, may be a reasonable dietary strategy for preserving bone health in aging populations.

Indexed as

Bone DensityDiet, High-FatOsteoporosisAbsorptiometry, PhotonAgedBone Diseases, MetabolicCross-Sectional StudiesFemaleFemurHumansMaleMiddle AgedNutrition SurveysPrevalenceSex FactorsUnited StatesBone mineral densityCross-sectional studyFemoral sitesHigh-fat dietNHANESOsteoporosis or osteopeniaSex differences

Identifiers

PMID41476232
PMCPMC12865946

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.