Evidence map›Paper›PMID 39856713›Full record

ArticleJournal of health, population, and nutrition2025

The effect of healthy eating index-2015 in the associations of biological aging and non-alcoholic fatty liver disease: an interaction and mediation analysis.

Xiang Zhang, Zhijie Ding, Yong Yan, Weiming Yang, Xiaoming Ai, Yongping Zhou

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 2 papers.

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2citing papers in PubMed
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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

2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Xiang ZhangDepartment of General Surgery, Wuxi No.2 People's Hospital, No.68 Zhongshan Road, Wuxi, 214001, Jiangsu, China.
Zhijie DingDepartment of Hepatobiliary Surgery, The Affiliated Wuxi No.2 People's Hospital of Nanjing Medical University, No.68 Zhongshan Road, Wuxi, 214001, Jiangsu, China.
Yong YanDepartment of Hepatobiliary Surgery, The Affiliated Wuxi No.2 People's Hospital of Nanjing Medical University, No.68 Zhongshan Road, Wuxi, 214001, Jiangsu, China.
Weiming YangDepartment of Hepatobiliary Surgery, The Affiliated Wuxi No.2 People's Hospital of Nanjing Medical University, No.68 Zhongshan Road, Wuxi, 214001, Jiangsu, China.
Xiaoming AiDepartment of General Surgery, The Affiliated Hospital of Jiangsu University, No.438 Jiefang Road, Jingkou District, Zhenjiang, 212008, Jiangsu, China. aixiaoming0503@126.com.
Yongping ZhouDepartment of Hepatobiliary Surgery, The Affiliated Wuxi No.2 People's Hospital of Nanjing Medical University, No.68 Zhongshan Road, Wuxi, 214001, Jiangsu, China. zyp810704041@163.com.

Funding

Scientific Health Research Projects of Wuxi Health Committee M202106Zhenjiang "Jinshan Talents" high-level talent's introduction project in medical field, The "Light of Taihu Lake" Science and Technology Project of Wuxi Science and Technology Bureau Y20222002
6 · The paper itself

Abstract

backgroundThe present study explored the association between biological aging (BA), healthy eating index-2015 (HEI-2015) and non-alcoholic fatty liver disease (NAFLD) in the general population of the United States.

methodsWe used data from the NHANES database between 2017-2018 years to conduct the study. Weighted multivariable logistic regression analysis, restricted cubic spline (RCS), and subgroup analysis were performed to analyze the association of BA and HEI-2015 with prevalence of NAFLD and the mediation effect of HEI-2015 was also discussed. Additionally, generalized additive model was conducted to investigate the association of BA and HEI-2015 with ZJU index, BARD score, and NAFLD fibrosis score.

resultsThere was a total of 2,421 individuals. RCS shown that BA was positively correlated with prevalence of NAFLD, while HEI-2015 was negative correlated with NAFLD risk. After adjusting for interfering factors, compared with the lowest quartiles of BA and HEI-2015, the odds ratios with 95% confidence intervals for NAFLD across the quartiles were (1.24 (0.84, 1.84), 2.07 (1.15, 3.73) and 2.49 (1.16, 5.38)) and (0.89 (0.66, 1.18), 0.87 (0.65, 1.16) and 0.64 (0.46, 0.87)), respectively. The BA was linear positive with ZJU index, BARD score and NAFLD fibrosis score. However, the linear negative correlation existed between HEI-2015 and ZJU index, BARD score and NAFLD fibrosis score. Mediation analysis showed that the positive correlation between BA and NAFLD could be mediated and weakened by HEI-2015.

conclusionsThe prevalence of NAFLD gradually increases with BA, but this positive association can be weakened by the healthy diet.

Indexed as

AgingDiet, HealthyNon-alcoholic Fatty Liver DiseaseAdultAgedCross-Sectional StudiesFemaleHumansMaleMediation AnalysisMiddle AgedNutrition SurveysPrevalenceRisk FactorsUnited StatesYoung AdultBiological agingHealthy eating index-2015Non-alcoholic fatty liver diseaseUnited States

Identifiers

PMID39856713
PMCPMC11761225

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LicenceCC BY-NC-ND
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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.