Evidence mapPaperPMID 40624507Full record

ArticleNutrition journal2025

Associations between dietary macronutrient quality and odds of hyperlipidemia: findings from the NEC-Biobank cohort.

Xiao-Ying Li, Dong-Hui Huang, Xin Xu, Xi-Meng Zhang, Jia-Le Lv, Yu-Xin Nan, Fan Cao, Qi-Jun Wu, Yu-Hong Zhao

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Article in Nutrition journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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9 authors.

Xiao-Ying Li *Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China.
Dong-Hui Huang *Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China.
Xin Xu *Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China.
Xi-Meng Zhang *Department of Dermatology, Shengjing Hospital of China Medical University, Shenyang, China.
Jia-Le LvDepartment of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China.
Yu-Xin NanDepartment of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China.
Fan CaoDepartment of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China.
Qi-Jun WuDepartment of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China. wuqj@sj-hospital.org.
Yu-Hong ZhaoDepartment of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China. zhaoyuhong@sj-hospital.org.ORCID http://orcid.org/0000-0002-6806-521X

Funding

JieBangGuaShuai Project of Liaoning Province 2021JH1/10400050National Key Research and Development Program of China 2022YFC2704205
6 · The paper itself

Abstract

backgroundAssociations between the overall quality of dietary macronutrients and the odds of hyperlipidemia remain unknown. This study aimed to first investigate the aforementioned associations, applying a novel multidimensional macronutrient quality index (MQI).

methodsA large cross-sectional study (2018–2020) was carried out among 14,544 participants aged 18–79 years from the NEC-Biobank cohort (Northeast region, China). Dietary information was collected from a validated 110-item food frequency questionnaire. MQI was calculated based on fat quality index (FQI), protein quality index (PQI), and carbohydrate quality index (CQI). Binary logistic regression models were used to assess the odds ratio (OR) with 95% confidence intervals (CI).

resultsHigher MQI was associated with significantly reduced odds of hyperlipidemia (ORtertile 3 vs. tertile 1 = 0.82, 95% CI: 0.75–0.90; P trend < 0.001). For MQI’s sub-indices, higher FQI (ORtertile 3 vs. tertile 1 = 0.84, 95% CI: 0.77–0.91; P trend < 0.001) as well as higher PQI (ORtertile 3 vs. tertile 1 = 0.86, 95% CI: 0.79–0.94; P trend < 0.001) were associated with lower odds of hyperlipidemia.

conclusionsOur findings suggested that intake of high-quality macronutrients was associated with reduced odds of hyperlipidemia. These findings contribute novel knowledge to the field of nutrition and metabolic diseases, and lay the foundation for future studies. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

DietHyperlipidemiasNutrientsAdolescentAdultAgedChinaCohort StudiesCross-Sectional StudiesDietary CarbohydratesDietary FatsDietary ProteinsFemaleHumansMaleMiddle AgedDietary CarbohydratesDietary FatsDietary ProteinsCarbohydrate qualityFat qualityHyperlipidemiaMacronutrient qualityProtein quality

Identifiers

PMID40624507
PMCPMC12235856

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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 Socratic graph.