Abstract PR001: Oncogene-induced matrix reorganization controls CD8+ T cell immunity in the UPS microenvironment
Bibliographic record
Abstract
Abstract CD8+ T cell dysfunction, characterized by reduced effector function, impaired proliferation, and inhibitory receptor upregulation, is a fundamental barrier to anti-tumor immunity. However, molecular mechanisms underlying the regulation of CD8+ T cell dysfunction in the tumor microenvironment (TME) are incompletely understood. In solid cancers, the extracellular matrix (ECM) facilitates tumor progression in part by inhibiting T cell migration/infiltration, but the impact of individual tumor-associated ECM molecules on T cell function remains unclear. Therefore, we investigated the regulation and impact of ECM composition on CD8+ T cell function in muscle-derived undifferentiated pleomorphic sarcoma (UPS). UPS exhibits durable responses to checkpoint therapy in a subset of human patients, potentially offering valuable insights into strategies for ameliorating T cell function and improving patient responses to immunotherapy. Using the autochthonous Kras G12D/+; Trp53 fl/fl (KP) murine model of UPS, we previously showed that deletion of the central Hippo pathway effector Yap1 (Kras G12D/+; Trp53 fl/fl; Yap1 fl/fl; KPY) suppressed UPS cell proliferation and tumor progression. Given the well-established role of Yap1 in mechanotransduction, we leveraged this system to investigate the effects of Yap1 on the ECM and CD8+ T cell function in UPS. We discovered that loss of UPS-cell intrinsic Yap1 reduced the proportion of dysfunctional CD8+ T cells in the TME and enhanced T cell cytolytic capacity. Yap1 loss also downregulated expression of multiple collagen genes in UPS cells and bulk tumors, including those that encode collagen type VI (ColVI). ColVI is a beaded microfilament collagen that binds to fibril-forming collagens in the ECM, such as collagen type I (ColI), and has been implicated in the pathogenesis of skeletal muscle myopathies. These data suggest that proper ColVI structure and function are critical for normal skeletal muscle physiology, with important implications for muscle-derived tumors such as UPS. Accordingly, COL6A1 was upregulated in human UPS relative to normal skeletal muscle, and inversely associated with UPS patient survival. Moreover, loss of UPS cell-intrinsic Col6a1 suppressed tumor progression, enhanced T cell cytolytic function, and attenuated CD8+ T cell exhaustion, phenocopying the effects of Yap1 deletion. Mechanistically, Yap1-mediated ColVI deposition promoted CD8+ T cell dysfunction by remodeling ColI networks in the UPS TME, and inhibiting T cell autophagic flux. Furthermore, ColI depletion dramatically increased tumor growth in an immunocompetent setting. Our findings reveal a novel role for UPS cell-intrinsic Yap1 in immune activation, and demonstrate that ColVI and ColI have opposing functions downstream of Yap in this context. These results underscore the need to systematically evaluate the roles of individual ECM components in the regulation of immune cell function, and implicate YAP1 and/or COLVI targeting as potential strategies for improving the efficacy of immunotherapy in human patients. Citation Format: Ashley M. Fuller, Hawley C. Pruitt, Hoogeun Song, Ying Liu, Ann Devine, Rohan S. Katti, Samir Devalaraja, Gabrielle E. Ciotti, Michael Gonzalez, Erik F. Williams, Ileana Murazzi, Nicolas Skuli, Hakon Hakonarson, Kristy Weber, Malay Haldar, Joseph A. Fraietta, Sharon Gerecht, T. S. Karin Eisinger-Mathason. Oncogene-induced matrix reorganization controls CD8+ T cell immunity in the UPS microenvironment [abstract]. In: Proceedings of the AACR Special Conference: Sarcomas; 2022 May 9-12; Montreal, QC, Canada. Philadelphia (PA): AACR; Clin Cancer Res 2022;28(18_Suppl):Abstract nr PR001.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".