Evidence map›Paper›PMID 34593914›Full record

ArticleScientific reports2021

Identification of immune-related subtypes of colorectal cancer to improve antitumor immunotherapy.

Xiaobo Zheng, Yong Gao, Chune Yu, Guiquan Fan, Pengwu Li, Ming Zhang, Jing Yu, Mingqing Xu

Abstract read
In one paragraph

Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Interferon Epsilon Loss Is Elusive 9p21 Link to Immune-Cold Tumors, Resistant to Immune Checkpoint Therapy, and Endogenous CXCL9/10 Induction.Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer · 2025
    Review
  2. Article
  3. Article
  4. Review
  5. Article
  6. Advances in immunotyping of colorectal cancer.Frontiers in immunology · 2023
    Review
  7. Article
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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.

Xiaobo ZhengDepartment of Liver Surgery, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.ORCID 0000-0003-1361-6851
Yong GaoDepartment of Gastroenterology, Second Affiliated Hospital, Army Medical University, Chongqing, 400037, China.
Chune YuLaboratory of Tumor Targeted and Immune Therapy, State Key Laboratory of Biotherapy, Clinical Research Center for Breast, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
Guiquan FanDepartment of General Surgery, First People's Hospital of Liangshan Yi Autonomous Prefecture, Liangshan, 615000, Sichuan, China.
Pengwu LiDepartment of Hepatobiliary Surgery, Chongzhou People's Hospital, Chengdu, 611200, Sichuan, China.
Ming ZhangDepartment of Liver Surgery, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
Jing YuLaboratory of Tumor Targeted and Immune Therapy, State Key Laboratory of Biotherapy, Clinical Research Center for Breast, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China. yj20110312@163.com.
Mingqing XuDepartment of Liver Surgery, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China. xumingqing0018@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Immunotherapy involving immune checkpoint inhibitors (ICIs) for enhancing immune system activation is promising for tumor management. However, the patients' responses to ICIs are different. Here, we applied a non-negative matrix factorization algorithm to establish a robust immune molecular classification system for colorectal cancer (CRC). We obtained data of 1503 CRC patients (training cohort: 488 from The Cancer Genome Atlas; validation cohort: 1015 from the Gene Expression Omnibus). In the training cohort, 42.8% of patients who exhibited significantly higher immunocyte infiltration and enrichment of immune response-associated signatures were subdivided into immune classes. Within the immune class, 53.1% of patients were associated with a worse overall prognosis and belonged to the immune-suppressed subclass, characterized by the activation of stroma-related signatures, genes, immune-suppressive cells, and signaling. The remaining immune class patients belonged to the immune-activated subclass, which was associated with a better prognosis and response to anti-PD-1 therapy. Immune-related subtypes were associated with different copy number alterations, tumor-infiltrating lymphocyte enrichment, PD-1/PD-L1 expression, mutation landscape, and cancer stemness. These results were validated in patients with microsatellite instable CRC. We described a novel immune-related class of CRC, which may be used for selecting candidate patients with CRC for immunotherapy and tailoring optimal immunotherapeutic treatment.

Indexed as

ImmunotherapyBiomarkers, TumorCohort StudiesColorectal NeoplasmsFemaleGene Expression Regulation, NeoplasticHumansImmunologic FactorsMaleMicrosatellite InstabilityPrognosisBiomarkers, TumorImmunologic Factors

Identifiers

PMID34593914
PMCPMC8484460

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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.