Evidence map›Paper›PMID 41661456›Full record

ArticleDiscover oncology2026

Integrating single-cell and spatial transcriptomics with pan-cancer bulk sequencing identifies OSR2 as a multifaceted biomarker for prognosis and tumor immunity.

Zhihui Huang, Haohao Yao, Fanglin Shao, Dechao Feng, Wuran Wei

Abstract read
In one paragraph

Article in Discover oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Zhihui HuangOperating Room, West China Hospital, Sichuan University, Chengdu, China.
Haohao YaoUrology & Nephrology Center, Department of Urology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China.
Fanglin ShaoUrology & Nephrology Center, Department of Urology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China. fanglinshao.ymedx@gmail.com.
Dechao FengUrology & Nephrology Center, Department of Urology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China. dechao.feng@ucl.ac.uk.
Wuran WeiDepartment of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, China. weiwuran@scu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOSR2 plays a key role in various physiological processes and cancer development. Although interest in OSR2’s role in cancer is increasing, its mechanisms and clinical importance are not fully understood. This study thoroughly examines OSR2 gene expression in different cancers and evaluates its potential as a prognostic marker and therapeutic target.

methodsA comprehensive pan-cancer analysis utilized single-cell RNA sequencing data from the CIDE database to examine OSR2 expression in various immune cells. Spatial transcriptomics from the CROST database explored OSR2’s spatial expression in renal carcinoma tissues. RNA sequencing data from the TCGA database assessed OSR2’s differential expression in 38 cancer types. The clinical significance of OSR2 was evaluated through its correlation with patient survival outcomes. Additionally, its impact on the tumor immune microenvironment was studied by analyzing associations with immunomodulatory factors, immune checkpoint molecules, and immune cell abundance.

resultsThe pan-cancer analysis revealed that OSR2 expression is often altered in various cancers. It is upregulated in 13 types, notably in gliomas like glioblastoma multiforme and low-grade glioma, and downregulated in 19 types, including kidney and bladder cancers. High OSR2 levels are linked to poor prognosis in several cancers and correlate with clinical factors such as age, gender, and tumor stage. Immunologically, OSR2 expression is positively associated with immunomodulatory and checkpoint genes in cancers like gliomas and colon cancer, but shows an antagonistic relationship with immune cell infiltration in prostate and pancreatic cancers.

conclusionThe findings suggest that OSR2 expression varies across cancer types and is linked to patient prognosis and changes in the tumor immune environment, making it a promising therapeutic target. Its role in tumor progression and immune interactions indicates its potential as a biomarker for cancer immunotherapy. Further research is needed to understand OSR2’s molecular mechanisms in cancer and to validate its use in immunotherapy.

Identifiers

PMID41661456
PMCPMC12988072

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.