Evidence map›Paper›PMID 41473830›Full record

ArticleDigital health

Association of serum vitamin D levels with mortality in adults with H-type hypertension: Results from the NHANES database with traditional and machine learning approaches.

Shuling Chen, Jiaxing Ke, Lingjia Li, Chenxin Liao, Feng Peng, Dajun Chai, Jinxiu Lin

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Article in Digital health. 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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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Shuling ChenDepartment of Cardiology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China.ORCID https://orcid.org/0000-0002-2419-970X
Jiaxing KeDepartment of Cardiology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China.ORCID https://orcid.org/0009-0006-8059-6618
Lingjia LiDepartment of Cardiology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China.ORCID https://orcid.org/0009-0000-1150-5811
Chenxin LiaoDepartment of Cardiology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China.
Feng PengDepartment of Cardiology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China.
Dajun ChaiDepartment of Cardiology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China.
Jinxiu LinDepartment of Cardiology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China.ORCID https://orcid.org/0000-0003-1035-2993

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to investigate the relationship between serum vitamin D (Vit D) levels and the risk of mortality among adults with H-type hypertension, a subtype of hypertension characterized by elevated homocysteine (Hcy) levels. Methods: This retrospective analysis utilized NHANES 2001 to 2006 to examine associations of Vit D and Hcy with mortality in hypertensive adults overall (n=5459), followed by targeted analyses in H-type hypertension (n=2276). The primary endpoints of the study were all-cause mortality and cardiovascular disease mortality, with follow-up through 2019. Weighted multivariable Cox models, mediation analyses, restricted cubic splines, and machine-learning validation were conducted. Results: In the overall hypertensive cohort, H-type hypertension had lower Vit D and higher mortality than non-H-type. Higher Vit D was inversely associated with mortality. Joint risk analysis showed greater risk reduction with Vit D>50 nmol/L and Hcy<10 μmol/L than with either factor alone. Hcy was a mediating factor in the relationship between Vit D and mortality. In H-type hypertension, Vit D showed a linear inverse association with mortality. Vit D was identified as an important variable through LASSO regression for feature selection. Five machine learning models were constructed, and three of them performed well in predicting mortality. Among Vit D-deficient individuals with H-type hypertension, engagement in moderate to vigorous activity was associated with a reduced risk of mortality. Conclusion: Higher serum Vit D levels linked to lower mortality risk in hypertension patients, including H-type hypertension, with significantly higher risk in severe deficiency (<25 nmol/L).

Indexed as

homocysteineH-type hypertensionmachine learningNational Health and Nutrition Examination Surveys (NHANES)Vitamin D

Identifiers

PMID41473830
PMCPMC12745538

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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.