Evidence map›Paper›PMID 41261788›Full record

ArticleBMB reports2026

Integrated analysis of RNA-sequencing data and clinical data for the molecular insights and applicability of immunotherapy in the Korean colorectal cancer patients.

Jinseon Yoo, Jong Lyul Lee, Hyeran Shim, Soobok Joe, Jong-Hwan Kim, Jongbum Jeon, Jisu Kim, Chan Wook Kim, Seok-Byung Lim, In Ja Park and 8 more

Abstract read
In one paragraph

Article in BMB reports, 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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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

18 authors.

Jinseon YooKorea Bioinformation Center (KOBIC), Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Korea.
Jong Lyul LeeDepartment of Surgery, Division of Colon and Rectal Surgery, University of Ulsan College of Medicine and Asan Medical Center, Seoul 05505, Korea.
Hyeran ShimDepartment of Surgery, Division of Colon and Rectal Surgery, University of Ulsan College of Medicine and Asan Medical Center, Seoul 05505, Korea.
Soobok JoeKorea Bioinformation Center (KOBIC), Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Korea.
Jong-Hwan KimKorea Bioinformation Center (KOBIC), Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Korea.
Jongbum JeonKorea Bioinformation Center (KOBIC), Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Korea.
Jisu KimKorea Bioinformation Center (KOBIC), Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Korea.
Chan Wook KimDepartment of Surgery, Division of Colon and Rectal Surgery, University of Ulsan College of Medicine and Asan Medical Center, Seoul 05505, Korea.
Seok-Byung LimDepartment of Surgery, Division of Colon and Rectal Surgery, University of Ulsan College of Medicine and Asan Medical Center, Seoul 05505, Korea.
In Ja ParkDepartment of Surgery, Division of Colon and Rectal Surgery, University of Ulsan College of Medicine and Asan Medical Center, Seoul 05505, Korea.
Yong Sik YoonDepartment of Surgery, Division of Colon and Rectal Surgery, University of Ulsan College of Medicine and Asan Medical Center, Seoul 05505, Korea.
Hoang Bao Khanh ChuDepartment of Biochemistry, College of Life Science and Biotechnology, Yonsei University, Seoul 03722, Korea.
Jisun KangDepartment of Biochemistry, College of Life Science and Biotechnology, Yonsei University, Seoul 03722, Korea.
Sheehyun ChoDepartment of Biochemistry, College of Life Science and Biotechnology, Yonsei University, Seoul 03722, Korea.
Hong Seok LeeDepartment of Biochemistry, College of Life Science and Biotechnology, Yonsei University, Seoul 03722, Korea.
Young-Joon KimDepartment of Biochemistry, College of Life Science and Biotechnology, Yonsei University, Seoul 03722; LepiDyne Co., Ltd., Seoul 04779, Korea.
Chang Sik YuDepartment of Surgery, Division of Colon and Rectal Surgery, University of Ulsan College of Medicine and Asan Medical Center, Seoul 05505, Korea.
Seon-Young KimPersonalized Genomic Medicine Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141; Department of Functional Genomics, University of Science and Technology (UST), Daejeon 34113, Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Colorectal cancer (CRC) is a major health concern and understanding its molecular characteristics is crucial for improving its diagnosis and treatment. Here, we present a comprehensive analysis utilizing RNA-sequencing (RNA-seq) data and clinical information from Korean patients with CRC. Differential gene expression analysis identified significant changes in gene expression between tumor and normal tissues. Gene Set Enrichment Analysis (GSEA) revealed dysregulated pathways associated with tumor progression. Furthermore, using CMScaller, we successfully stratified CRC tissues into distinct molecular subtypes. Upon reviewing the public consensus molecular subtype (CMS) signature, it was confirmed that it shares similar biological characteristics with the existing CRC. Additionally, biological characteristics of the group that could not be classified using CMScaller were found to resemble those of CMS2. Finally, distinguishing characteristics were observed between the tumor and normal groups when analyzed from an immunological perspective. Patients with CRC were checked for immunotherapy responsiveness, and those who clinically responded to immunotherapy were identified. Survival analysis confirmed that certain microsatellite stable (MSS) samples were responsive to immunotherapy and showed a relatively better prognosis. Furthermore, analysis of various immune cell types to identify genes involved in the response to immunotherapy revealed that RORC, NOS2, and KLRK1 are potential candidate genes. Our findings provide valuable insights into the molecular landscape of CRC in the Korean population and underscore the potential for integrating RNA-seq data with clinical information to improve cancer research and patient care. Immunotherapy was found to be effective in Korean patients with CRC. [BMB Reports 2026; 59(5): 273-282].

Indexed as

Colorectal NeoplasmsImmunotherapyBiomarkers, TumorFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMaleMiddle AgedPrognosisRepublic of KoreaSequence Analysis, RNABiomarkers, Tumor

Identifiers

PMID41261788
PMCPMC13220106

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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.