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

C Chenguang Wang X Xiangrong Geng (University of Michigan, Ann Arbor, Michigan, United States) S Suhaib Abdelrahman (University of Michigan, Ann Arbor, Michigan, United States) Y Yao Fu (State Key Laboratory of Precision and Intelligent Chemistry, Anhui Province Key Laboratory of Biomass Chemistry) N Nermin Kady (University of Michigan, Ann Arbor, Michigan, United States) M Mohd Ahmar Rauf (University of Michigan, Ann Arbor, Michigan, United States) A Alexandra Hristov (University of Michigan, Ann Arbor, Michigan, United States) T Trilokraj Tejasvi C Carlos Murga-Zamalloa L Lam Tsoi (University of Michigan, Ann Arbor, Michigan, United States) J Joshua Welch (University of Michigan, Ann Arbor, Michigan, United States) J Jennifer Fox S Shannon Ann Carty (University of Michigan, Ann Arbor, Michigan, United States) J Johann E. Gudjonsson R Ryan A Wilcox (University of Michigan, Ann Arbor, Michigan, United States)

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.

Article Details

Journal Blood
Volume / Issue Vol. 1, Issue 1
Published June 30, 2026
ISSN 0006-4971
Publisher Elsevier BV

Journal Info

Blood

Elsevier BV

ISSN: 0006-4971 Health Sciences

Authors (15)

C

Chenguang Wang

X

Xiangrong Geng

University of Michigan, Ann Arbor, Michigan, United States

S

Suhaib Abdelrahman

University of Michigan, Ann Arbor, Michigan, United States

Y

Yao Fu

State Key Laboratory of Precision and Intelligent Chemistry, Anhui Province Key Laboratory of Biomass Chemistry

N

Nermin Kady

University of Michigan, Ann Arbor, Michigan, United States

M

Mohd Ahmar Rauf

University of Michigan, Ann Arbor, Michigan, United States

A

Alexandra Hristov

University of Michigan, Ann Arbor, Michigan, United States

T

Trilokraj Tejasvi

C

Carlos Murga-Zamalloa

L

Lam Tsoi

University of Michigan, Ann Arbor, Michigan, United States

J

Joshua Welch

University of Michigan, Ann Arbor, Michigan, United States

J

Jennifer Fox

S

Shannon Ann Carty

University of Michigan, Ann Arbor, Michigan, United States

J

Johann E. Gudjonsson

R

Ryan A Wilcox

University of Michigan, Ann Arbor, Michigan, United States