Evidence map›Paper›PMID 42222101›Full record

ArticleFrontiers in cardiovascular medicine2026

Effects of altitude and sociodemographic factors on cardiometabolic disorders in the southwestern plateau areas of China.

Nan Zhang, Wenlong Zhu, Yu Xia, Lin Duo, Zhiling Luo, Mingjing Tang, Da Zhu

Abstract read
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Article in Frontiers in cardiovascular medicine, 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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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.

Nan Zhang *Fuwai Yunnan Hospital, Chinese Academy of Medical Sciences, Affiliated Cardiovascular Hospital of Kunming Medical University, Kunming, China.
Wenlong Zhu *Fuwai Yunnan Hospital, Chinese Academy of Medical Sciences, Affiliated Cardiovascular Hospital of Kunming Medical University, Kunming, China.
Yu XiaFuwai Yunnan Hospital, Chinese Academy of Medical Sciences, Affiliated Cardiovascular Hospital of Kunming Medical University, Kunming, China.
Lin DuoFuwai Yunnan Hospital, Chinese Academy of Medical Sciences, Affiliated Cardiovascular Hospital of Kunming Medical University, Kunming, China.
Zhiling LuoFuwai Yunnan Hospital, Chinese Academy of Medical Sciences, Affiliated Cardiovascular Hospital of Kunming Medical University, Kunming, China.
Mingjing TangFuwai Yunnan Hospital, Chinese Academy of Medical Sciences, Affiliated Cardiovascular Hospital of Kunming Medical University, Kunming, China.
Da ZhuFuwai Yunnan Hospital, Chinese Academy of Medical Sciences, Affiliated Cardiovascular Hospital of Kunming Medical University, Kunming, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cardiometabolic disorders, including hypertension, dyslipidemia, and diabetes, are increasingly prevalent globally, yet evidence in economically underdeveloped high-altitude areas remains limited. This study sought to assess the prevalence and control of these diseases in the southwestern plateau areas of China and to evaluate their associations with altitude and sociodemographic factors. Methods: We conducted two cross-sectional surveys among adults aged ≥35 years in the southwestern plateau areas of China. Disease definitions were based on measured biomarkers, self-reported diagnoses, and medication use. Logistic regression and restricted cubic spline models were applied to examine associations between sociodemographic factors, altitude, and prevalence and control rates of cardiometabolic disorders. Results: 7,668 adults with an average age of 54.88 ± 12.64 years were investigated. The prevalence, awareness, treatment, and control rates were 46.20%, 58.65%, 43.80%, and 15.75% for hypertension; 37.06%, 15.90%, 5.77%, and 2.11% for dyslipidemia; 11.79%, 27.54%, 21.68%, and 6.86% for diabetes. Higher disease prevalence was associated with male, older age, higher income, overweight/obesity, and alcohol use. Reduced control and treatment rates were observed at altitudes ≥2,242 m, among younger adults, smokers, and drinkers. Altitude significantly modified the association between sociodemographic factors and cardiometabolic disorders. Furthermore, there was a non-linear relationship between these rates and both age and altitude of residence. Conclusions: This study reveals a high burden of cardiometabolic disorders with suboptimal management in the southwestern plateau areas of China. Altitude and sociodemographic factors significantly interact with disease prevalence and control. Targeted public health efforts should prioritize high-risk populations and regions to improve prevention and management.

Indexed as

altitudediabetesdyslipidemiahypertensionplateau areas

Identifiers

PMID42222101
PMCPMC13218981

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