1. Proteogenomic analysis of chemo-refractory high-grade serous ovarian cancer.
- Author
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Chowdhury, Shrabanti, Kennedy, Jacob, Ivey, Richard, Murillo, Oscar, Hosseini, Noshad, Song, Xiaoyu, Petralia, Francesca, Calinawan, Anna, Savage, Sara, Berry, Anna, Reva, Boris, Ozbek, Umut, Krek, Azra, Ma, Weiping, da Veiga Leprevost, Felipe, Ji, Jiayi, Yoo, Seungyeul, Lin, Chenwei, Voytovich, Uliana, Huang, Yajue, Lee, Sun-Hee, Bergan, Lindsay, Lorentzen, Travis, Mesri, Mehdi, Rodriguez, Henry, Hoofnagle, Andrew, Herbert, Zachary, Nesvizhskii, Alexey, Zhang, Bing, Whiteaker, Jeffrey, Fenyo, David, McKerrow, Wilson, Wang, Joshua, Schürer, Stephan, Stathias, Vasileios, Chen, X, Starr, Timothy, Winterhoff, Boris, Nelson, Andrew, Mok, Samuel, Kaufmann, Scott, Drescher, Charles, Cieslik, Marcin, Wang, Pei, Birrer, Michael, Paulovich, Amanda, and Barcellos-Hoff, Mary Helen
- Subjects
chemorefractory ,high-grade serous ovarian cancer ,machine learning ,mass spectrometry ,multiple reaction monitoring ,platinum ,precision oncology ,predictive biomarker ,prognostic biomarker ,proteogenomic ,Female ,Humans ,Cystadenocarcinoma ,Serous ,Ovarian Neoplasms ,Proteogenomics - Abstract
To improve the understanding of chemo-refractory high-grade serous ovarian cancers (HGSOCs), we characterized the proteogenomic landscape of 242 (refractory and sensitive) HGSOCs, representing one discovery and two validation cohorts across two biospecimen types (formalin-fixed paraffin-embedded and frozen). We identified a 64-protein signature that predicts with high specificity a subset of HGSOCs refractory to initial platinum-based therapy and is validated in two independent patient cohorts. We detected significant association between lack of Ch17 loss of heterozygosity (LOH) and chemo-refractoriness. Based on pathway protein expression, we identified 5 clusters of HGSOC, which validated across two independent patient cohorts and patient-derived xenograft (PDX) models. These clusters may represent different mechanisms of refractoriness and implicate putative therapeutic vulnerabilities.
- Published
- 2023