Evidence map›Paper›PMID 40682012›Full record

ArticleBMC cardiovascular disorders2025

Association between calcium intake and risk of congestive heart failure: a cross-sectional study from the 2003-2018 NHANES database.

Bo Zhu, Li Wan, Xingyu Chen, Zihan Wang, Haiwei Rao, Qing Li, Chen Huang

Abstract read
In one paragraph

Article in BMC cardiovascular disorders, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Bo Zhu *State Key Laboratory of Quality Research in Chinese Medicine, Faculty of Chinese Medicine, Macau University of Science and Technology, Macau, 999078, China.
Li Wan *Department of Electrocardiogram Diagnosis, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, 330008, China.
Xingyu Chen *State Key Laboratory of Quality Research in Chinese Medicine, Faculty of Chinese Medicine, Macau University of Science and Technology, Macau, 999078, China.
Zihan WangState Key Laboratory of Quality Research in Chinese Medicine, Macau University of Science and Technology, Macau, 999078, China.
Haiwei RaoIntensive Care Unit, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, 330008, China.
Qing LiDepartment of Cardiovascular Medicine, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, 330008, China. liqing199137@126.com.ORCID 0000-0002-7795-481X
Chen HuangState Key Laboratory of Quality Research in Chinese Medicine, Faculty of Chinese Medicine, Macau University of Science and Technology, Macau, 999078, China. chuang@must.edu.mo.ORCID 0000-0002-7092-7587

Funding

General Research Grants of Macau university of Science and Technology FRG-21-032-SKLJiangxi Natural Science Foundation 20232BAB216003Macau University of Science and Technology Foundation 002/2023/ALCNational Natural Science Foundation of China 82360072The Science and Technology Development Fund,Macau,SAR 006/2023/SKL
6 · The paper itself

Abstract

backgroundCongestive heart failure (CHF) is a critical condition resulting from impaired blood pumping, leading to fluid accumulation. While calcium plays a vital role in skeletal health and muscle contraction, its potential in preventing CHF remains unclear.

objectivesThis study aimed to investigate the relationship between calcium intake and the risk of CHF using data from the National Health and Nutrition Examination Survey (NHANES) collected between 2003 and 2018.

methodsAfter completing the questionnaire, participants were classified into CHF and control groups, with calcium intake considered as the primary exposure variable, alongside categorical factors such as age and race. Statistical analyses included t-tests and chi-square tests. A subsequent risk stratification analysis assessed the impact of various covariates on CHF. Additionally, Least Absolute Shrinkage and Selection Operator (LASSO) regression was applied to identify optimal predictor variables, and model performance was evaluated using the receiver operating characteristic curve.

resultsA total of 3,083 participants were included in the study. Baseline characteristics revealed significant differences in race (p = 0.004), education (p = 0.019), fasting glucose (p = 0.047), and calcium intake (p = 0.020) between the CHF and control groups. In model 3, calcium intake was significantly associated with a reduced risk of CHF (p < 0.001, OR = 6.37 × 10

conclusionCalcium intake serves as a protective factor against CHF, potentially lowering its risk. These findings provide theoretical support for the prevention and diagnosis of CHF.

Indexed as

Calcium, DietaryHeart FailureAdultAgedCross-Sectional StudiesDatabases, FactualFemaleHumansMaleMiddle AgedNutrition SurveysProtective FactorsRisk AssessmentRisk FactorsTime FactorsUnited StatesCalcium, DietaryCalcium intakeCongestive heart failureNHANESWeighted multivariate logistic regression model

Identifiers

PMID40682012
PMCPMC12273033

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 Socratic graph.