Single-cell transcriptomic analyses provide insights into TME related with tumor-promoting in AIDS-CNS-DLBCL
Tingyu Liang1, Junlin Li1, Xinghuan Ding2
1Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Genomics
|May 28, 2026
Summary
Diffuse large B-cell lymphoma (DLBCL) in AIDS patients involves the central nervous system (CNS). Researchers identified neuro-signature cells driving DLBCL malignancy and immune dysfunction in AIDS patients.
Area of Science:
- Oncology
- Immunology
- Neuroscience
Background:
- Diffuse large B-cell lymphoma (DLBCL) is a frequent and fatal complication in patients with acquired immunodeficiency syndrome (AIDS), often affecting the central nervous system (CNS).
- The exact pathogenic mechanisms and immune dysregulation in AIDS-related CNS-DLBCL remain largely unknown.
Purpose of the Study:
- To elucidate the pathogenic drivers and cellular composition of CNS-DLBCL in AIDS patients by analyzing single-cell RNA sequencing data.
- To compare distinct CNS-DLBCL patient populations and identify unique characteristics.
Main Methods:
- Analysis of scRNA-seq data from seven AIDS patients and two immunocompetent individuals with CNS-DLBCL.
- Subgroup analysis to compare cellular composition and identify distinct tumor cell populations.
Main Results:
- Identification of a novel tumor cell population with neural characteristics, termed 'neuro-signature cells', in AIDS-related CNS-DLBCL.
- Neuro-signature cells exhibit high-grade malignancy, upregulated glutamate receptor expression, mimic the neural niche, and show activated ERK pathway.
- AIDS-CNS-DLBCL samples display profound immune dysfunction, with enriched pro-inflammatory tumor-associated macrophages (TAMs) and terminally exhausted tumor-killing T cells induced by neuro-signature cells.
Conclusions:
- Neuro-signature cells are a key pathogenic driver in AIDS-related CNS-DLBCL, characterized by neural mimicry and ERK pathway activation.
- These tumor cells contribute to immune dysfunction by inducing pro-inflammatory TAMs and terminally exhausted T cells.
- Understanding these mechanisms is crucial for developing targeted therapies for CNS-DLBCL in AIDS patients.

