Evidence map›Paper›PMID 41969611›Full record

ArticleHuman mutation2026

Integrative Multiomics and Single-Cell Analyses Identify FKBP10 as a Predictor of Radiotherapy Outcome in Colorectal Cancer.

Fu Xinmo, Bai Minghua, Qiu Xu, Li Weiwei, Wang Lin, Dai Qinghui, Wang Rui, Zhu Ji

Abstract read
In one paragraph

Article in Human mutation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

8 authors.

Fu XinmoWenzhou Medical University, Wenzhou, Zhejiang, China, wmu.edu.cn.ORCID https://orcid.org/0009-0008-0912-8656
Bai MinghuaDepartment of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China, zchospital.com.ORCID https://orcid.org/0009-0003-2664-4533
Qiu XuWenzhou Medical University, Wenzhou, Zhejiang, China, wmu.edu.cn.ORCID https://orcid.org/0009-0004-3708-6159
Li WeiweiDepartment of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China, zchospital.com.ORCID https://orcid.org/0000-0002-8298-2719
Wang LinDepartment of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China, zchospital.com.ORCID https://orcid.org/0009-0009-1329-5833
Dai QinghuiDepartment of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China, zchospital.com.ORCID https://orcid.org/0000-0002-5691-2071
Wang RuiDepartment of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China, zchospital.com.ORCID https://orcid.org/0000-0003-2782-7772
Zhu JiWenzhou Medical University, Wenzhou, Zhejiang, China, wmu.edu.cn.ORCID https://orcid.org/0000-0001-7134-9419

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Radiotherapy resistance limits colorectal cancer (CRC) treatment efficacy, with only 15%-20% of patients achieving a complete response. Validated biomarkers predicting treatment response and serving as therapeutic targets are critically needed. Methods: We performed integrative multiomics analysis of 200 CRC patients (GSE87211) with independent validation in 58 patients (GSE46862). Single-cell RNA sequencing of 63,689 cells (GSE132465) determined cell-type-specific expression. Functional validation was conducted in radiotherapy-resistant CRC cell lines through loss-of-function experiments including proliferation, migration/invasion, and radiosensitivity assays. Results: FKBP10 emerged as the only gene achieving statistical significance in both discovery (log2FC = 0.74, Conclusions: This multiomics study establishes FKBP10 as a robust CAF-derived biomarker and functional therapeutic target for radiotherapy resistance in CRC, providing a foundation for developing FKBP10-targeted combination strategies for precision cancer treatment.

Indexed as

Biomarkers, TumorColorectal NeoplasmsSingle-Cell AnalysisTacrolimus Binding ProteinsCell Line, TumorCell MovementCell ProliferationGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMultiomicsPrognosisRadiation ToleranceTreatment OutcomeBiomarkers, TumorFKBP10 protein, humanTacrolimus Binding Proteinsbiomarker validationcancer-associated fibroblastscolorectal cancerFKBP10multiomicsradiosensitivityradiotherapy resistancestromal remodeling

Identifiers

PMID41969611
PMCPMC13062661

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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.