Evidence map›Paper›PMID 41438194›Full record

ArticleFrontiers in nutrition2025

Latent classes of energy and nutrient intake and their associations with oxidative stress in rural older adults: a cross-sectional study.

Meiman Li, Weijuan Kong, Ting Jiang, Yanhua Ning

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Article in Frontiers in nutrition, 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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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Meiman Li *Department of Master's Training Station, General Hospital of Ningxia Medical University, Yinchuan, China.
Weijuan Kong *Department of Master's Training Station, General Hospital of Ningxia Medical University, Yinchuan, China.
Ting JiangSchool of Nursing, Ningxia Medical University, Yinchuan, China.
Yanhua NingSchool of Nursing, Ningxia Medical University, Yinchuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Research indicates that diet correlates with oxidative stress; however, the influence of specific energy and nutrient classes has been scarcely studied. This study aimed to investigate the categories of energy and nutrient intake among rural older adults through a latent class analysis and to explore the association between each category and biomarkers of oxidative stress. Methods: It is a cross-sectional study. Dietary information was obtained from 3 days of 24-h dietary diaries. Levels of oxidative stress markers were measured from fasting venous blood samples. A latent class analysis was used to analyze energy and nutrient intake classes. Analysis of variance and Results: This analysis was performed on 376 adults aged 65 years and older. The latent class analysis found that energy and nutrient intake could be divided into three classes: over-adequate nutrition-high energy ( Conclusion: This study explores how classes of energy and nutrients relate to oxidative stress in rural older adults. The findings provide a basis for future research on oxidative stress and nutrition in the elderly.

Indexed as

energylatent class analysisnutrientolder adultsoxidative stress

Identifiers

PMID41438194
PMCPMC12719268

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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.