Single-cell RNA sequencing uncovers alternative splicing differences in macrophages within glioma microenvironment, suggesting roles in immunotherapy responses.
Glioma is the most aggressive adult brain tumor, with limited therapeutic options and minimal success from immunotherapies. A major challenge is its immunosuppressive microenvironment, dominated by tumor-associated macrophages (TAMs), which include both tissue-resident microglia and monocyte-derived macrophages. Over the past decade, advances in single-cell RNA sequencing have expanded our understanding of the cellular heterogeneity in glioma TAMs and their roles in immunosuppression. However, most studies have focused on gene-level expression, overlooking isoform-level alterations—despite the fact that over 90% of human multi-exon genes undergo alternative splicing (AS) to generate multiple protein isoforms. To bridge this knowledge gap, we analyzed the isoform-level transcriptomic landscape in glioma TAMs using both short-read and long-read single-cell RNA sequencing. These analyses revealed distinct AS patterns between microglia and monocyte-derived macrophages, including an exon skipping (SE) event in CD74, a key regulator of MHC-II antigen presentation, as well as widespread alternative first exon usage (AFE) as a common regulatory mechanism in immune cells. In addition, an SE event in MS4A7 correlated with clinical responses to anti-PD-1 therapy in both glioma and melanoma patients. These findings collectively underscore the importance of integrating both gene-centric and isoform-centric approaches to better understand the complexity of glioma immune microenvironment and to inform the development of more effective immunotherapeutic strategies.
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Song et al. (2025) studied this question.
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