Autonomous driving paper index

Circulating and brain-resident memory CD8+ T cells seed distinct bystander T <sub>RM</sub> -like populations in glioblastoma

2026-06-24 · bioRxiv (Cold Spring Harbor Laboratory)

autonomous driving

One-line summary

Across cancers, tumor-infiltrating CD8+ T cells expressing the tissue-resident memory T cell (T RM ) markers CD69 and CD103 are strongly associated with favorable clinical outcomes.

Engineering notes

Key topics: autonomous driving. See the paper for implementation details and experimental results.

Chinese explanation / 中文解读

中文解读待补充:本站会优先为端到端自动驾驶、BEV感知、3D目标检测、轨迹预测、路径规划、LiDAR感知等高价值论文补充中文说明。

Original abstract

Across cancers, tumor-infiltrating CD8+ T cells expressing the tissue-resident memory T cell (T RM ) markers CD69 and CD103 are strongly associated with favorable clinical outcomes. However, a substantial fraction of these cells in human tumors are not tumor-specific, but instead recognize unrelated viral antigens. These virus-specific bystander T RM -like cells are prevalent in tumors and retain functional potential, raising interest in strategies that leverage pre-existing antiviral immunity for cancer immunotherapy. Yet their origins and differentiation states remain poorly defined, limiting both the interpretation of residency-based tumor-infiltrating lymphocyte (TIL) phenotyping and efforts to rationally harness these T RM -like cells. Here, using mouse models of GBM and melanoma, we demonstrate that resting circulating memory T cells trafficked into tumors via GPCR-dependent signaling and rapidly adopted a tissue-resident phenotype, independent of cognate antigen. Strikingly, in GBM, but not melanoma, pre-existing brain T RM contributed substantially to the bystander TIL compartment and were the dominant source of CD69+/CD103+ bystander T cells, revealing a tumor- and tissue-specific origin for this subset. These findings were further supported by transcriptional analysis of T cell receptor clones present in both paired patient GBM tumor and peritumoral brain, which identified shared features with T RM -derived TILs in mouse GBM. Overall, this work provides new insight into tumor immunosurveillance, inform the interpretation of CD69+/CD103- and CD103+ TIL populations, and lay a foundation for immunotherapeutic strategies aimed at harnessing circulating and pre-existing virus-specific T RM populations in tumors.

5.0Engineering value
7.0Research novelty
5.0Business relevance

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