Evidence map›Paper›PMID 42196947›Full record

Observational studyNutrients2026

Cystine: A Key Protective Factor Against Childhood Hypo-HDL Cholesterolemia and Dyslipidemia-A Matched Case-Control Study.

Lianlong Yu, Qing Yue, Qianrang Zhu, Yiya Liu, Meina Tian, Changqing Liu, Zhenchuang Tang

Abstract readObservational Study
In one paragraph

Observational study in Nutrients, 2026. 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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2 · The registry

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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

7 authors.

Lianlong YuShandong Center for Disease Control and Prevention, Jinan 250014, China.ORCID 0000-0002-6631-5254
Qing YueNational Center for Women and Children's Health, NHC, Beijing 100081, China.
Qianrang ZhuJiangsu Provincial Center for Disease Control and Prevention, Nanjing 210028, China.ORCID 0000-0001-8547-144X
Yiya LiuGuizhou Center for Disease Control and Prevention, Guiyang 550004, China.
Meina TianHebei Center for Disease Control and Prevention, Shijiazhuang 050021, China.
Changqing LiuHebei Center for Disease Control and Prevention, Shijiazhuang 050021, China.
Zhenchuang TangInstitute of Food and Nutrition Development, Ministry of Agriculture and Rural Affairs, Beijing 100081, China.

Funding

National Key R&D Program of China 2022YFD1301000Opening Project of Key Laboratory of Public Nutrition and Health, National Health Commission of the People's Republic of China WLKFZ202505Qilu Health Outstanding Young Talents Project, Shandong Provincial Natural Science Foundation ZR2023QH157
6 · The paper itself

Abstract

backgroundDietary cystine may influence lipid metabolism, but epidemiological evidence in children is limited. This study aimed to investigate the association between dietary cystine intake and dyslipidemia and its subtypes in Chinese children.

methodsData were derived from the China National Nutrition and Health Surveillance of Children and Lactating Mothers (CNNHSCLM). After propensity score matching (1:1, caliper = 0.2), 3676 children aged 6-17 years (1838 with dyslipidemia, 1838 controls) were included. The Quantile g-computation (qgcomp) model assessed the joint effect of 20 amino acids. Multivariate logistic regression, subgroup analysis, restricted cubic splines (RCS), and five machine learning models (including XGBoost with Shapley Additive Explanation (SHAP) analysis) were applied to evaluate the association between cystine intake and dyslipidemia.

resultsThe qgcomp model showed that cystine had a negative weighting contribution to reducing the risk of hypo-HDL cholesterolemia. Multivariate logistic regression revealed that cystine intake was significantly negatively correlated with hypo-HDL cholesterolemia (OR = 0.67, 95%CI: 0.53-0.86,

conclusionsDietary cystine intake is negatively associated with the risk of hypo-HDL cholesterolemia and total dyslipidemia in children, and cystine is an important negative correlate of dyslipidemia. These findings provide new scientific evidence for dietary prevention of dyslipidemia in children.

Indexed as

CystineDietDietary ProteinsDyslipidemiasHypolipoproteinemiasAdolescentBody Mass IndexCase-Control StudiesChildChinaCross-Sectional StudiesEatingFemaleHumansLipoproteins, HDLMaleCystineDietary ProteinsLipoproteins, HDLchildrencystinedyslipidemiaHypo-HDL cholesterolemiamachine learningpropensity score matchingXGBoost

Identifiers

PMID42196947
PMCPMC13209763

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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.