Evidence map›Paper›PMID 40440631›Full record

ArticlePloS one2025

Bidirectional genetic links between chronic obstructive pulmonary disease and frailty: Genome-wide association study insights.

Fuhui Yan, Tong Wu, Qiang Meng, Feng Qu

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Frailty and COPD: a bidirectional relationship in the context of systemic and accelerated ageing.European respiratory review : an official journal of the European Respiratory Society · 2026
    Review
  3. Article
  4. Frailty and genetics: linking molecular aging to clinical vulnerability.The journals of gerontology. Series A, Biological sciences and medical sciences · 2026
    Review
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

4 authors.

Fuhui YanCollege of Clinical Medicine, Jining Medical University, Jining, Shandong, China.ORCID 0009-0004-8672-2350
Tong WuSchool of Pharmacy, The Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, P. R. China.
Qiang MengAffiliated Jining First People's Hospital of Shandong First Medical University, Jining, Shandong, China.ORCID 0000-0002-0132-0001
Feng QuAffiliated Jining First People's Hospital of Shandong First Medical University, Jining, Shandong, China.ORCID 0009-0008-6043-7665

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRecent research underscores a potential correlation between chronic obstructive pulmonary disease (COPD) and frailty, suggesting a shared genetic foundation. However, specific genetic factors and mechanisms underlying this association remain unclear. This study aimed to explore genetic connections between COPD and frailty using genome-wide association studies to enhance our understanding and improve clinical management and prevention strategies for these conditions.

methodWe utilised summary statistics for genome-wide association studies to examine the genetic correlations between COPD and frailty using linkage disequilibrium score regression. Local genetic correlations were evaluated using the ρ-heritability estimates from summary statistics method. Using the established two-sample Mendelian randomization approach, causal relationships have been identified. Shared genetic variants were quantified using a bivariate causal mixture model. Shared loci and single nucleotide polymorphisms were identified by conjoint false discovery rate (conjFDR). Gene enrichment and transcriptome-wide association studies (TWAS) were conducted to explore potential transcriptomic associations across tissues.

resultsWe observed a significant genetic correlation between COPD and frailty (Rg =  0.4324, P =  6.09 ×  10 - 26). MiXeR estimated 3,200-shared causal variants. Additionally, we discovered 16 shared loci linked to 91 genes, offering novel insights into gene expression across diverse tissues. The TWAS revealed 25 shared genes, representing a significant advance in understanding the genetic overlap between COPD and frailty. Furthermore, out of the 25 SNPs identified through TWAS, 4 overlapped with the lead SNPs, specifically [HLA-DRB1, PBX3, SLC22A5/OCTN2, SLMAP].

conclusionsOur study shows a common genetic foundation for COPD and frailty, identifying multiple shared loci and offering insights into their underlying causal connections. These findings enhance our understanding of the biological mechanisms linking these conditions and may guide future research and treatment strategies for related diseases.

Indexed as

FrailtyGenome-Wide Association StudyPulmonary Disease, Chronic ObstructiveAgedFemaleGenetic Predisposition to DiseaseHumansLinkage DisequilibriumMalePolymorphism, Single Nucleotide

Identifiers

PMID40440631
PMCPMC12122021

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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.