Evidence map›Paper›PMID 40054456›Full record

ArticleCell reports. Medicine2025

Deciphering immune predictors of immunotherapy response: A multiomics approach at the pan-cancer level.

Xuexin Li, Lu Pan, Weiyuan Li, Bingyang Liu, Chunjie Xiao, Valerie Chew, Xuan Zhang, Wang Long, Florent Ginhoux, Joseph Loscalzo and 4 more

Abstract read
In one paragraph

Article in Cell reports. Medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 1 pooled it
–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

13 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Progress in immunotherapy for resectable head and neck squamous cell carcinoma.Medical oncology (Northwood, London, England) · 2025
    Pooled it
  2. Review
  3. Article
  4. Review
  5. Article
  6. Review
  7. Integrating computational engines to identifyFrontiers in immunology · 2026
    Article
  8. Article
  9. Review
  10. COL10A1Journal of experimental & clinical cancer research : CR · 2025
    Article
  11. Article
  12. Article
  13. Review
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

14 authors.

Xuexin LiDepartment of General Surgery, The Fourth Affiliated Hospital, China Medical University, Shenyang, Liaoning 110032, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, China Medical University, Shenyang, Liaoning 110122, China; Institute of Health Sciences, China Medical University, Shenyang, Liaoning 110122, China; Department of Physiology and Pharmacology, Karolinska Institutet, 171 65 Solna, Sweden. Electronic address: xuexin.li@ki.se.
Lu PanInstitute of Environmental Medicine, Karolinska Institutet, 171 65 Solna, Sweden.
Weiyuan LiSchool of Medicine, Yunnan University, Kunming, Yunnan 650091, China; Department of Reproductive Medicine, The First People's Hospital of Yunnan Province, Kunming, Yunnan 650021, China.
Bingyang LiuDepartment of Endocrinology, Shengjing Hospital of China Medical University, Shenyang, Liaoning 110004, China.
Chunjie XiaoSchool of Medicine, Yunnan University, Kunming, Yunnan 650091, China.
Valerie ChewTranslational Immunology Institute (TII), SingHealth-Duke NUS Academic Medical Centre, Singapore 169856, Singapore.
Xuan ZhangDepartment of Colorectal Surgery, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650032, China.
Wang LongDepartment of Pathology, Nihon University, Tokyo 102-0074, Japan.
Florent GinhouxSingapore Immunology Network (SIgN), Agency for Science, Technology and Research (A∗STAR), Singapore 138648, Singapore; Institut Gustave Roussy, INSERM U1015, Bâtiment de Médecine Moléculaire 114 rue Edouard Vaillant, 94800 Villejuif, France; Shanghai Institute of Immunology, Department of Immunology and Microbiology, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
Joseph LoscalzoDepartment of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
Marcus BuggertCenter for Infectious Medicine, Department of Medicine Huddinge, Karolinska Institutet, 141 52 Huddinge, Sweden.
Xiaolu ZhangDepartment of Physiology and Pathophysiology, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, China; Shenzhen Research Institute of Shandong University, Shenzhen, Guangdong 518057, China. Electronic address: xiaolu.zhang@sdu.edu.cn.
Ren ShengCollege of Life and Health Sciences, Northeastern University, Shenyang, Liaoning 110819, China; School of Basic Medical Sciences, Guangzhou Medical University, Guangzhou, Guangdong 510000, China. Electronic address: shengren@mail.neu.edu.cn.
Zhenning WangKey Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, China Medical University, Shenyang, Liaoning 110122, China; Institute of Health Sciences, China Medical University, Shenyang, Liaoning 110122, China; The First Affiliated Hospital of China Medical University, Shenyang, Liaoning 110001, China. Electronic address: znwang@cmu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Immune checkpoint blockade (ICB) therapy has transformed cancer treatment, yet many patients fail to respond. Employing single-cell multiomics, we unveil T cell dynamics influencing ICB response across 480 pan-cancer and 27 normal tissue samples. We identify four immunotherapy response-associated T cells (IRATs) linked to responsiveness or resistance and analyze their pseudotemporal patterns, regulatory mechanisms, and T cell receptor clonal expansion profiles specific to each response. Notably, transforming growth factor β1 (TGF-β1)+ CD4

Indexed as

ImmunotherapyNeoplasmsCD4-Positive T-LymphocytesCD8-Positive T-LymphocytesColorectal NeoplasmsHumansImmune Checkpoint InhibitorsMultiomicsSingle-Cell AnalysisTransforming Growth Factor beta1Immune Checkpoint InhibitorsTransforming Growth Factor beta1immunotherapymultiomicspan-cancersingle cell

Identifiers

PMID40054456
PMCPMC12047473

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.