Microscaled Proteogenomic Methods for Precision Oncology
S. Satpathy, E. J. Jaehnig, K. Krug, B.-J. Kim, A. B. Saltzman, D. Chan, K. R. Holloway, M. Anurag, C. Huang, P. Singh, A. Gao, N. Namai, Y. Dou, B. Wen, S. Vasaikar, D. Mutch, M. Watson, C. Ma, F. O. Ademuyiwa, M. Rimawi, R. Schiff, J. Hoog, S. Jacobs, A. Malovannaya, T. Hyslop, , M. J. Ellis
Abstract
Cancer proteogenomics integrates genomics, transcriptomics and mass spectrometry (MS)-based proteomics to gain insights into cancer biology and treatment efficacy. A proteogenomics approach was therefore developed for frozen core biopsies using tissue-sparing specimen processing with a \"microscaled\" proteomics workflow. For technical proof-of-principle, biopsies from ERBB2 positive breast cancers before and 48-72 hours after the first dose of neoadjuvant trastuzumab-based chemotherapy were analyzed. ERBB2 protein and phosphosite levels, as well as mTOR target phosphosites, were significantly more suppressed upon treatment in cases associated with pathological complete response, suggesting MS-based pharmacodynamics is achievable. Furthermore, integrated analyses indicated potential causes of treatment resistance including the absence of ERBB2 amplification (false-ERBB2 positive) and insufficient ERBB2 activity for therapeutic sensitivity despite ERBB2 amplification (pseudo-ERBB2 positive). Candidate resistance features in true-ERBB2+ cases, including androgen receptor signaling, mucin expression and an inactive immune microenvironment were observed. Thus, proteogenomic analysis of needle core biopsies is feasible and clinical utility should be investigated.
02 /Specification & Classification
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