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May 24, 2026Biomarker Research0 citationsOpen Access

Single-cell transcriptomic mapping of immune heterogeneity across angioimmunoblastic T-cell lymphoma subtypes

HLHuimin LiuYTYang TongMWMeijuan Wu

Key Points

  • This research aims to characterize the tumor microenvironment in angioimmunoblastic T-cell lymphoma across different subtypes to improve treatment outcomes.
  • Analyzed samples from 68 patients with AITL, stratified into three subtypes based on IG gene rearrangement.
  • Utilized single-cell RNA sequencing to profile the tumor microenvironment across multiple disease sites.
  • Examined cellular communication networks to identify immunotherapeutic targets.
  • Subtype C showed a pronounced immunosuppressive environment at diagnosis and relapse.
  • Subtype C had an enhanced response to Epstein–Barr virus with upregulated CD70 at relapse.
  • Identified CD70, PDCD1, and ICOS as promising immunotherapeutic targets for tailored interventions.

Abstract

Relapse and treatment resistance remain critical obstacles in the clinical management of angioimmunoblastic T-cell lymphoma (AITL), limiting the success of current therapeutic strategies. Therefore, a comprehensive characterization of the tumor microenvironment (TME) in AITL is essential to enhance treatment efficacy. This study analyzed samples from 68 patients with AITL, stratified into three molecular subtypes based on immunoglobulin (IG) gene rearrangement and flow cytometry results. Utilizing single-cell RNA sequencing, the TME was profiled across subtypes A, B, and C, sampling multiple disease sites including the bone marrow, lymph nodes, and peripheral blood. Our findings revealed subtype-specific variations in cellular composition and transcriptional programs within the TME. Unlike other subtypes, subtype C was associated with a pronounced immunosuppressive environment at diagnosis and relapse. Additionally, it exhibited an enhanced response to Epstein–Barr virus infection, consistent with upregulated CD70 expression at relapse. Through the analysis of cellular communication networks, CD70, programmed cell death 1 (PDCD1), and inducible T cell costimulator (ICOS) were identified as promising immunotherapeutic targets in AITL. Finally, we delineated distinct cellular proportions and gene expression signatures characteristic of each subtype, providing a foundation for the development of tailored therapeutic interventions for patients with AITL.

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Cite This Study

Liu et al. (2026) studied this question.

synapsesocial.com/papers/6a12968148a0ea1665673598https://doi.org/10.1186/s40364-026-00931-1
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