Evidence map›Paper›PMID 41798844›Full record

ArticleFrontiers in nutrition2026

Vitamin D deficiency and risk of heart failure in patients with obstructive sleep apnea: a cohort analysis.

Ying-Jen Chang, Hsiu-Lan Weng, Kuo-Chuan Hung, Chun-Ning Ho, Yi-Chen Lai, Jheng-Yan Wu, I-Wen Chen

Abstract read
In one paragraph

Article in Frontiers in nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Ying-Jen Chang *Department of Anesthesiology, Chi Mei Medical Center, Tainan, Taiwan.
Hsiu-Lan WengDepartment of Anesthesiology, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.
Kuo-Chuan Hung *Department of Anesthesiology, Chi Mei Medical Center, Tainan, Taiwan.
Chun-Ning HoDepartment of Anesthesiology, Chi Mei Medical Center, Tainan, Taiwan.
Yi-Chen LaiDepartment of Anesthesiology, Chi Mei Medical Center, Tainan, Taiwan.
Jheng-Yan WuDepartment of Nutrition, Chi Mei Medical Center, Tainan, Taiwan.
I-Wen ChenDepartment of Anesthesiology, Chi Mei Medical Center, Liouying, Tainan, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Obstructive sleep apnea (OSA) is independently associated with increased cardiovascular morbidity, and vitamin D deficiency is highly prevalent in OSA patients. However, whether vitamin D deficiency is associated with an elevated risk of heart failure, specifically within the OSA population, remains unclear. Methods: We conducted a retrospective cohort analysis using data from the TriNetX Global Collaborative Network (2010-2022) to investigate whether vitamin D deficiency, defined as a 25-hydroxyvitamin D concentration < 20 ng/mL, is associated with new-onset heart failure in adults diagnosed with OSA. Patients with sufficient vitamin D levels (≥30 ng/mL) served as controls. Propensity score matching (1:1) was performed to balance the baseline characteristics. The primary outcome was incident heart failure; secondary outcomes included all-cause mortality, secondary pulmonary hypertension, primary pulmonary hypertension, and pulmonary embolism at the 5-year follow-up. Results: After propensity score matching, 36,497 patients were included in each cohort. Vitamin D deficiency was significantly associated with a higher risk of heart failure (HR 1.45; 95% CI 1.37-1.53; Conclusion: Among adults with OSA, vitamin D deficiency was linked to a markedly higher risk of developing heart failure as well as other unfavorable cardiopulmonary events, and this association demonstrated a clear dose-response pattern. These findings suggest that vitamin D status may represent an important factor in cardiovascular risk stratification in patients with OSA.

Indexed as

cardiovascular diseaseheart failuremortalityobstructive sleep apneapropensity score matchingvitamin D deficiency

Identifiers

PMID41798844
PMCPMC12960163

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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.