Evidence map›Paper›PMID 40906211›Full record

ArticleCancer immunology, immunotherapy : CII2025

Cytotoxic CD4⁺ T cells exhibit an immunosuppressive shift in checkpoint immunotherapy resistance in melanoma patients.

Heekyong R Bae, Byeongchan Son, Kyoungho Hwang, Suntae Kim, Howard A Young, Eun-Young Kwon

Abstract read
In one paragraph

Article in Cancer immunology, immunotherapy : CII, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. TOX drives CD4Nature immunology · 2026
    Article
  3. 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

6 authors.

Heekyong R BaeCenter for Food and Nutritional Genomics, Kyungpook National University, Daegu, 41566, Republic of Korea.
Byeongchan SonDepartment of Biology, Kyungpook National University, Daegu, 41566, Republic of Korea.
Kyoungho HwangSchool of Artificial Intelligence, Kyungpook National University, Daegu, 41566, Republic of Korea.
Suntae KimOmixplus, LLC, Austin, TX, 78750, USA.
Howard A YoungCancer Innovation Laboratory, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, USA.
Eun-Young KwonCenter for Food and Nutritional Genomics, Kyungpook National University, Daegu, 41566, Republic of Korea. eykwon@knu.ac.kr.

Funding

National Research Foundation of Korea RS-2023-00213596National Research Foundation of Korea RS-2024-00342528
6 · The paper itself

Abstract

Although checkpoint immunotherapy has primarily focused on CD8⁺ T cells, emerging evidence highlights an important role for cytotoxic CD4⁺ T cells in mediating therapeutic responses. However, research on the functional properties of cytotoxic CD4⁺ T cells in the context of immunotherapy is still at an early stage and remains insufficiently defined. Utilizing single-cell RNA-sequencing datasets obtained from metastatic melanoma patients treated with checkpoint inhibitors targeting PD-1 and/or CTLA-4, we performed transcriptomic profiling of conventional CD4⁺ T cells, excluding proliferative and regulatory (FOXP3⁺) subsets, and compared responders and non-responders as distinct groups. Importantly, our analysis identified distinct clusters that discriminate between responders and non-responders, with cytotoxic CD4⁺ T cells occupying a central position within these clusters. In responder-specific clusters, cytotoxic CD4⁺ T cells exhibited features of early activation, whereas clusters specific to non-responders were characterized by an exhausted phenotype. Notably, non-responder-specific clusters were positioned proximally to Treg-like clusters, suggesting a potential transition from cytotoxic to regulatory CD4⁺ T cell states in non-responders. Our findings reinforce the emerging concept that cytotoxic CD4⁺ T cells play a central role in mediating immunotherapy responses. These results provide a foundation for the development of predictive biomarkers and novel therapeutic strategies aimed at modulating CD4⁺ T cell differentiation.

Indexed as

CD4-Positive T-LymphocytesDrug Resistance, NeoplasmImmune Checkpoint InhibitorsImmunotherapyMelanomaT-Lymphocytes, CytotoxicHumansProgrammed Cell Death 1 ReceptorT-Lymphocytes, RegulatoryImmune Checkpoint InhibitorsProgrammed Cell Death 1 ReceptorCheckpoint immunotherapyCytotoxic CD4⁺ T cellsMetastatic melanoma

Identifiers

PMID40906211
PMCPMC12411337

What OpenQuestion holds

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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 OpenQuestion graph.