A phenocopy signature of TP53 loss predicts response to chemotherapy
In preclinical studies, p53 loss of function impacts chemotherapy response, but this has not been consistently validated clinically. We trained a TP53 -loss phenocopy gene expression signature from pan-cancer clinical samples in the TCGA. In vitro, the TP53 -loss phenocopy signature predicted chemot...
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Veröffentlicht in: | NPJ precision oncology 2024-10, Vol.8 (1), p.220-10, Article 220 |
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Hauptverfasser: | , , , , , , , , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | In preclinical studies, p53 loss of function impacts chemotherapy response, but this has not been consistently validated clinically. We trained a
TP53
-loss phenocopy gene expression signature from pan-cancer clinical samples in the TCGA. In vitro, the
TP53
-loss phenocopy signature predicted chemotherapy response across cancer types. In a clinical dataset of 3003 breast cancer samples treated with neoadjuvant chemotherapy, the
TP53
-loss phenocopy samples were 56% more likely to have a pathologic complete response (pCR), with a significant association between
TP53
-loss phenocopy and pCR in both ER positive and ER negative tumors. In an independent clinical validation in the I-SPY2 trial (
N
= 987), we confirmed the association with neoadjuvant chemotherapy pCR and found higher rates of chemoimmunotherapy response in
TP53
-loss phenocopy tumors compared to non-
TP53
-loss phenocopy tumors (64% vs. 28%). The
TP53-
loss phenocopy signature predicts chemotherapy response across cancer types in vitro, and in a proof-of-concept clinical validation is associated with neoadjuvant chemotherapy response across multiple clinical breast cancer cohorts. |
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ISSN: | 2397-768X 2397-768X |
DOI: | 10.1038/s41698-024-00722-7 |