Evidence mapPaperPMID 42511525Full record

ArticleInternational journal of molecular sciences2026

GutMGene-Guided Peripheral Blood Transcriptomics Identifies an FLNA-Associated Host-Gene Signal in Diabetic Retinopathy.

Chuanxue Ma, Yujun Wang, Yi Liu

Abstract read
In one paragraph

Article in International journal of molecular sciences, 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

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

3 authors.

Chuanxue MaNanjing Hospital of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing 210000, China.
Yujun WangNanjing Hospital of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing 210000, China.
Yi LiuNanjing Hospital of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing 210000, China.

Funding

Jiangsu Province Science and Technology Department BE2023665
6 · The paper itself

Abstract

Diabetic retinopathy (DR) reflects retinal microvascular injury and systemic immune-metabolic stress, and most public DR transcriptomic datasets lack paired microbiome/metabolomic profiles. We used gutMGene v2.0 as a curated microbe/metabolite-host gene prior and integrated it with peripheral blood transcriptomics from GSE221521. Candidate genes were refined by weighted gene co-expression network analysis (WGCNA), repeated resampling, cross-dataset assessment, mechanism scoring, peripheral blood mononuclear cell (PBMC) single-cell localization and filamin A (

Indexed as

Diabetic RetinopathyFilaminsTranscriptomeDiabetes Mellitus, Type 2Gene Expression ProfilingGene Regulatory NetworksHumansLeukocytes, MononuclearFilaminsFLNA protein, humandiabetic retinopathyFLNAgutMGeneimmune–vascular interactionsperipheral blood transcriptomicsscTenifoldKnkvirtual knockoutWGCNA

Identifiers

PMID42511525
PMCPMC13409884

What Socratic holds

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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.