Evidence map›Paper›PMID 41496514›Full record

ArticleThe Korean journal of physiology & pharmacology : official journal of the Korean Physiological Society and the Korean Society of Pharmacology2026

Integrated analysis of scRNA-seq and bulk RNA-seq identifies matrisome-related biomarkers for prognostic stratification and immune landscape in lung adenocarcinoma.

Meifang Zhao, Yuanchao Xiao, Qunzhi Wang

Abstract read
In one paragraph

Article in The Korean journal of physiology & pharmacology : official journal of the Korean Physiological Society and the Korean Society of Pharmacology, 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
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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

3 authors.

Meifang ZhaoDepartment of Respiratory and Critical Care Medicine, Jinhua People's Hospital, Jinhua 321000, Zhejiang, China.
Yuanchao XiaoDepartment of Respiratory and Critical Care Medicine, Jinhua People's Hospital, Jinhua 321000, Zhejiang, China.
Qunzhi WangDepartment of Respiratory and Critical Care Medicine, Jinhua People's Hospital, Jinhua 321000, Zhejiang, China.ORCID https://orcid.org/0009-0002-5058-967X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Lung adenocarcinoma (LUAD) displays significant biological heterogeneity, with matrisome-related genes (MRGs) playing key roles in tumor progression and immune regulation. Understanding the interplay between MRGs, the tumor microenvironment, and host immunity is critical for mechanistic insights. LUAD transcriptomic and clinical data were sourced from TCGA, GEO (GSE31210), and single-cell data (GSE189357). MRGs were analyzed

Indexed as

Adenocarcinoma of lungMatrisomePrognostic

Identifiers

PMID41496514
PMCPMC13128308

What OpenQuestion holds

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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.