Evidence map›Paper›PMID 42553093›Full record

ArticleFrontiers in cardiovascular medicine2026

Socioeconomic Status, lifestyle factors, and lipid profiles: a comprehensive analysis of cardiovascular risk factors in the UK biobank.

Jing Liu, Yunji An, Yuan Wang, Tianxiu Yin, Yuting Chen

Abstract read
In one paragraph

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.

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

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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

5 authors.

Jing Liu *Department of Medical Service, the First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China.
Yunji An *Department of Cardiovascular Medicine, the First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China.
Yuan WangDepartment of Social Medicine and Health Service Management, School of Health Management, Anhui Medical University, Hefei, Anhui, China.
Tianxiu YinDepartment of Medical Service, the First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China.
Yuting ChenDepartment of Cardiovascular Medicine, the First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cardiovascular disease (CVD) remains a leading cause of mortality worldwide and is influenced by a complex interplay of modifiable and non-modifiable risk factors. Methods: We analyzed data from 502,112 UK Biobank participants (mean age 56.53 years, 45.6% male) with complete lipid and sociodemographic information. Multiple regression analysis was employed to assess the relationships between cholesterol levels and various risk factors, while Cox proportional hazards models were used to explore associations with cardiovascular events. Results: Increasing age was positively associated with cholesterol levels ( Conclusions: Our findings elucidate the complex relationships between social determinants, lifestyle factors, and cardiovascular risk. The results highlight the importance of considering socioeconomic context and lifestyle in CVD risk assessment, with potential implications for public health policy and personalized prevention strategies.

Indexed as

cardiovascular disease (CVD)dyslipidemialifestyle factorssocioeconomic status (SES)UK biobank

Identifiers

PMID42553093
PMCPMC13433360

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Registered trials

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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.