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Temporal molecular remodeling of T cells informs their possible adaptation in 4T1 tumors.


ABSTRACT:

Background

The triple-negative breast cancer (TNBC) microenvironment undergoes progressive reprogramming, transitioning from an early immune-active state to a late immune-suppressed state. While tumor cell plasticity has been extensively studied, the temporal molecular remodeling of T cells in vivo remains poorly defined.

Results

Transcriptional analysis of T cells within 4T1 TNBC tumors, harvested at one-, three-, and six-weeks post-tumor implantation in the mammary fat pads of BALB/c mice, revealed a decline in transcriptomic signatures associated with T cells from 194 at one week to 156 at six weeks, with a significant late-stage loss or reduction of transcripts related to T cell receptors (TCR), natural killer T, and gamma delta T cells. Furthermore, changes in various temporal signature genes specific to T cell cytokines and transcription factors reflected temporal T cell polarization to CD4+ type 1 T helper and type 1 CD8+ cytotoxic T cell responses at one week, CD8+ cytotoxic follicular T cell skewing at three weeks, and interleukin 17/22 producing CD8+ T cell transition at six weeks. The antigen-presenting cell (APC) transcripts deteriorated at six weeks, characterized by reduced expression of co-stimulatory and APC genes. Despite an early dominance of M1-like macrophage genes (e.g., IL-12α/β), persistent expression of arginase 1 (ARG1) and other M2-associated genes indicated a stable tolerogenic niche.

Conclusions

The temporally coordinated immune shifts, such as progressive decline in transcripts associated with T cell functions, TCRs, APCs, and sustained macrophage-driven immunosuppression, suggest tumor-driven adaptation toward immune evasion and identify potential windows for stage-specific immunotherapeutic intervention.

SUBMITTER: Iftehimul M 

PROVIDER: S-EPMC12809272 | biostudies-literature | 2026

REPOSITORIES: biostudies-literature

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Temporal molecular remodeling of T cells informs their possible adaptation in 4T1 tumors.

Iftehimul Md M   Newman Robert H RH   Harrison Scott H SH   Jones Roshonda B RB   Muganda Perpetua M PM   Holloman Bryan L BL   Hossain Muhammad T MT   Rorie Checo J CJ   Thomas Misty D MD   Graves Joseph L JL   Kaufman Howard L HL   Saha Dipongkor D  

Computational and structural biotechnology journal 20251228


<h4>Background</h4>The triple-negative breast cancer (TNBC) microenvironment undergoes progressive reprogramming, transitioning from an early immune-active state to a late immune-suppressed state. While tumor cell plasticity has been extensively studied, the temporal molecular remodeling of T cells <i>in vivo</i> remains poorly defined.<h4>Results</h4>Transcriptional analysis of T cells within 4T1 TNBC tumors, harvested at one-, three-, and six-weeks post-tumor implantation in the mammary fat pa  ...[more]

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