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July 2, 2026Blood0 citations

A single-cell atlas identifies oncogenic transcriptional programs and immune escape mechanisms in CTCL

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CWChenguang WangXGXiangrong GengSASuhaib Abdelrahman

Key Points

  • The research aims to identify oncogenic transcriptional programs and immune escape mechanisms in cutaneous T-cell lymphomas (CTCL).
  • Compiled the largest scRNA-seq CTCL atlas with over 2 million skin and blood cells from 116 patients.
  • Analyzed transcriptional programs in malignant T cells related to stage and transformation.
  • Investigated the tumor microenvironment with focus on regulatory T cells and transcriptionally polarized monocytes.
  • Identified recurrent transcriptional programs tied to GATA-3 in patients with advanced-stage disease.
  • Highlighted potential therapeutic targets including HDAC, JAK/CSF1R, and IKZF1/IKZF3 antagonists.
  • Discovered immune evasion patterns in the tumor microenvironment marked by exhausted effector T cells and regulatory T cells.

Abstract

Primary cutaneous T-cell lymphomas (CTCL) are a heterogeneous group of extranodal non-Hodgkin lymphomas. Outcomes for patients with advanced-stage disease are suboptimal, as few complete and durable responses are achieved with currently available therapeutic agents. However, improved understanding of oncogenic transcriptional programs in malignant T cells and their engagement with the tumor microenvironment (TME) may unveil therapeutic vulnerabilities. Therefore, we have compiled the largest available scRNA-seq CTCL atlas that includes 2 million skin and blood cells from 116 individual patients. We identified recurrent transcriptional programs in malignant T cells, a subset of which are associated with GATA-3 dependent transcriptional programs, especially in the setting of large cell transformation and advanced-stage disease. Many of the transcriptional programs identified are therapeutically targetable with clinically available agents, including HDAC, XPO1, CDK9, JAK/CSF1R, and IKZF1/IKZF3 antagonists. The CTCL TME is dominated by infiltrating and exhausted effector and cytotoxic T cells that are restrained by a robust infiltrate of regulatory T cells, transcriptionally polarized monocytes/macrophages, and cancer-associated fibroblasts. Collectively, these findings have significant implications for the rationale design of combinatorial strategies targeting immune checkpoints, including PD-1. We have identified transcriptional programs, driven by oncogenic transcription factors, and constituents of the TME as therapeutic vulnerabilities in CTCL, and hope that the CTCL atlas constructed will provide a valuable resource for future studies exploiting these therapeutic vulnerabilities.

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Cite This Study

Wang et al. (2026) studied this question.

synapsesocial.com/papers/6a45ffa29ed134303130ff71https://doi.org/10.1182/blood.2025032507
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