Evidence map›Paper›PMID 41081433›Full record

ArticleCancer immunology research2026

Single-Cell Clonal Lineage Tracing Identifies the Transcriptional Program Controlling the Cell-Fate Decisions by Neoantigen-Specific CD8+ T Cells.

Ying Luo, Taidou Hu, Chen Yao, Tuoqi Wu

Abstract read
In one paragraph

Article in Cancer immunology research, 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

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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

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Ying LuoDepartment of Immunology, University of Texas Southwestern Medical Center, Dallas, Texas.ORCID 0000-0002-1325-2296
Taidou HuDepartment of Immunology, University of Texas Southwestern Medical Center, Dallas, Texas.ORCID 0000-0003-1520-7824
Chen YaoDepartment of Immunology, University of Texas Southwestern Medical Center, Dallas, Texas.ORCID 0000-0001-6852-5661
Tuoqi WuDepartment of Immunology, University of Texas Southwestern Medical Center, Dallas, Texas.ORCID 0000-0002-4003-1034

Funding

Program stem-like CD8 T cells to enhance antiviral immunity against chronic viral infectionR01AI158294 · NIAID · UT SOUTHWESTERN MEDICAL CENTER · PI Tuoqi Wu · 2022 to 2026
$2.9M
Harnessing Stem-Like CD8 T Cells for Immunotherapies to Eradicate HIV ReservoirsDP2AI154450 · NIAID · UT SOUTHWESTERN MEDICAL CENTER · PI YAO, CHEN · 2021 to 2025
$2.5M
Cancer Research Institute (CRI)National Institutes of Health (NIH) AI158294NIAID NIH HHS DP2 AI154450NIAID NIH HHS R01 AI158294V Foundation for Cancer Research (VFCR)
6 · The paper itself

Abstract

Neoantigen-specific T cells recognize tumor cells and are critical for cancer immunotherapies to be effective. However, the transcriptional program controlling the cell fate decisions by neoantigen-specific T cells is incompletely understood. In this study, using joint single-cell transcriptome and T-cell receptor profiling, we mapped the clonal expansion and differentiation of neoantigen-specific CD8+ T cells in the tumor and draining lymph node (LN) in mouse prostate cancer. Neoantigen-specific CD8+ tumor-infiltrating lymphocytes upregulated gene signatures of T-cell activation and exhaustion compared with those recognizing other tumor antigens. In the tumor-draining LN, we identified TCF1+TOX- stem cell memory T cells (TSCM), TCF1+TOX+ progenitor exhausted T cells (TPEX), and TCF1-TOX+ effector-like exhausted CD8+ T cells (TEX) subsets among neoantigen-specific CD8+ T cells. Divergent neoantigen-specific CD8+ T-cell clones with balanced distribution across multiple differentiation fates underwent significantly greater expansion compared with clones biased toward TEX, TPEX, or TSCM. The TPEX subset had the greatest clonal diversity and likely represented the root of neoantigen-specific CD8+ T-cell differentiation, whereas highly clonally expanded effector-like TEX cells were positioned at the branch point in which neoantigen-specific clones exited the LN and differentiated into TEX tumor-infiltrating lymphocytes. TSCM differentiation of neoantigen-specific CD8+ T-cell clones in the LN negatively correlated with exhaustion and clonal expansion of the same clones in the tumor. In addition, the gene signature of neoantigen-specific clones biased toward tumor infiltration relative to lymph node residence predicted a poorer response to immune checkpoint inhibitors by patients with cancer. In conclusion, we have identified a transcriptional program that controls the cell fate choices by neoantigen-specific CD8+ T cells and correlates with clinical outcomes in patients with cancer.

Indexed as

Antigens, NeoplasmCD8-Positive T-LymphocytesProstatic NeoplasmsAnimalsCell DifferentiationCell LineageHumansLymphocytes, Tumor-InfiltratingMaleMiceMice, Inbred C57BLSingle-Cell AnalysisTranscriptomeAntigens, Neoplasm

Identifiers

PMID41081433
PMCPMC12611225

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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.