Differential Kinase Activity Across Prostate Tumor Compartments Defines Sensitivity to Target Inhibition

Author:

Karabacak Nezihi Murat12,Zheng Yu3,Dubash Taronish D.3,Burr Risa3,Micalizzi Douglas S.3ORCID,Wittner Ben S.3ORCID,Lin Maoxuan3ORCID,Wiley Devon F.3,Comaills Valentine3ORCID,Emmons Erin3,Niederhoffer Kira L.3ORCID,Ho Uyen3,Ukleja Jacob3ORCID,Che Dante3,Stowe Hannah12ORCID,Nieman Linda T.3ORCID,Haas Wilhelm3,Stott Shannon L.3,Lawrence Michael S.3,Ting David T.3ORCID,Miyamoto David T.3ORCID,Haber Daniel A.34,Toner Mehmet12,Maheswaran Shyamala3

Affiliation:

1. 1Center for Engineering in Medicine and Surgery, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.

2. 2Shriners Hospital for Children, Boston, Massachusetts.

3. 3Massachusetts General Hospital Center for Cancer Research, Harvard Medical School, Boston, Massachusetts.

4. 4Howard Hughes Medical Institute, Chevy Chase, Maryland.

Abstract

Abstract Cancer therapy often results in heterogeneous responses in different metastatic lesions in the same patient. Inter- and intratumor heterogeneity in signaling within various tumor compartments and its impact on therapy are not well characterized due to the limited sensitivity of single-cell proteomic approaches. To overcome this barrier, we applied single-cell mass cytometry with a customized 26-antibody panel to PTEN-deleted orthotopic prostate cancer xenograft models to measure the evolution of kinase activities in different tumor compartments during metastasis or drug treatment. Compared with primary tumors and circulating tumor cells (CTC), bone metastases, but not lung and liver metastases, exhibited elevated PI3K/mTOR signaling and overexpressed receptor tyrosine kinases (RTK) including c-MET protein. Suppression of c-MET impaired tumor growth in the bone. Intratumoral heterogeneity within tumor compartments also arose from highly proliferative EpCAM-high epithelial cells with increased PI3K and mTOR kinase activities coexisting with poorly proliferating EpCAM-low mesenchymal populations with reduced kinase activities; these findings were recapitulated in epithelial and mesenchymal CTC populations in patients with metastatic prostate and breast cancer. Increased kinase activity in EpCAM-high cells rendered them more sensitive to PI3K/mTOR inhibition, and drug-resistant EpCAM-low populations with reduced kinase activity emerged over time. Taken together, single-cell proteomics indicate that microenvironment- and cell state–dependent activation of kinase networks create heterogeneity and differential drug sensitivity among and within tumor populations across different sites, defining a new paradigm of drug responses to kinase inhibitors. Significance: Single-cell mass cytometry analyses provide insights into the differences in kinase activities across tumor compartments and cell states, which contribute to heterogeneous responses to targeted therapies.

Funder

NIH NCI

NIHP41 BioMEMS Resource Center

NIH NIBIB

Publisher

American Association for Cancer Research (AACR)

Subject

Cancer Research,Oncology

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