Evidence map›Paper›PMID 42487957›Full record

ArticleFrontiers in medicine2026

TXNDC12 and GDF2 as genetically supported plasma proteins associated with knee osteoarthritis: evidence from Mendelian randomization and preliminary biological support.

Xiangyu Hu, Hao Rao, Li Luo, Shuang Tao, Gang Wu, Hanqiao Sun, Chao Li

Abstract read
In one paragraph

Article in Frontiers in 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.

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0citing papers in PubMed
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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.

Xiangyu Hu *Hubei Provincial Institute of Traditional Chinese Medicine, Hubei Provincial Hospital of Traditional Chinese Medicine, Affiliated Hospital of Hubei University of Chinese Medicine, Wuhan, Hubei, China.
Hao Rao *Hubei University of Chinese Medicine, Wuhan, Hubei, China.
Li Luo *Hubei Provincial Institute of Traditional Chinese Medicine, Hubei Provincial Hospital of Traditional Chinese Medicine, Affiliated Hospital of Hubei University of Chinese Medicine, Wuhan, Hubei, China.
Shuang TaoHubei University of Chinese Medicine, Wuhan, Hubei, China.
Gang WuHubei Provincial Institute of Traditional Chinese Medicine, Hubei Provincial Hospital of Traditional Chinese Medicine, Affiliated Hospital of Hubei University of Chinese Medicine, Wuhan, Hubei, China.
Hanqiao SunHubei Provincial Institute of Traditional Chinese Medicine, Hubei Provincial Hospital of Traditional Chinese Medicine, Affiliated Hospital of Hubei University of Chinese Medicine, Wuhan, Hubei, China.
Chao LiHubei Provincial Institute of Traditional Chinese Medicine, Hubei Provincial Hospital of Traditional Chinese Medicine, Affiliated Hospital of Hubei University of Chinese Medicine, Wuhan, Hubei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Primary knee osteoarthritis (PKOA) is a common degenerative joint disease lacking effective disease-modifying therapies. Identifying circulating proteins associated with PKOA may provide clues for therapeutic target discovery. Methods: A two-sample Mendelian randomization (MR) study was conducted using protein quantitative trait locus data from deCODE Genetics, including 4,907 plasma proteins measured in 35,559 individuals, and PKOA genetic association data from the FinnGen study, comprising 18,563 cases and 363,345 controls. Single nucleotide polymorphisms were selected as instrumental variables, and sensitivity analyses were performed to assess the validity and robustness of the MR estimates. Bonferroni correction and the Benjamini- Hochberg procedure were applied for multiple testing correction. Protein-protein interaction, drug-gene interaction, and functional enrichment analyses were performed for prioritized proteins. Western blotting and enzyme-linked immunosorbent assay were used to provide preliminary biological support for MR-prioritized proteins. Results: Two plasma proteins showed genetic associations with PKOA susceptibility. Genetically predicted higher levels of thioredoxin domain-containing protein 12 (TXNDC12) were associated with an increased risk of PKOA (OR = 1.38, 95%CI: 1.27-1.50, Conclusion: Our study identifies TXNDC12 as a genetically supported PKOA-associated plasma protein, while GDF2 remains a hypothesis-generating candidate requiring further validation. These findings provide preliminary associative evidence linking both proteins to PKOA and warrant further mechanistic investigation.

Indexed as

FinnGenMendelian randomizationplasma proteinspreliminary biological supportprimary knee osteoarthritis

Identifiers

PMID42487957
PMCPMC13389984

What Socratic holds

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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 Socratic graph.