Literature DB >> 35045985

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

Nezihi Murat Karabacak1,2, Yu Zheng3, Taronish D Dubash3, Risa Burr3, Douglas S Micalizzi3, Ben S Wittner3, Maoxuan Lin3, Devon F Wiley3, Valentine Comaills3, Erin Emmons3, Kira L Niederhoffer3, Uyen Ho3, Jacob Ukleja3, Dante Che3, Hannah Stowe1,2, Linda T Nieman3, Wilhelm Haas3, Shannon L Stott3, Michael S Lawrence3, David T Ting3, David T Miyamoto3, Daniel A Haber3,4, Mehmet Toner1,2, Shyamala Maheswaran3.   

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. ©2022 American Association for Cancer Research.

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Year:  2022        PMID: 35045985      PMCID: PMC8930560          DOI: 10.1158/0008-5472.CAN-21-2609

Source DB:  PubMed          Journal:  Cancer Res        ISSN: 0008-5472            Impact factor:   13.312


  62 in total

1.  Phase III Study of Cabozantinib in Previously Treated Metastatic Castration-Resistant Prostate Cancer: COMET-1.

Authors:  Matthew Smith; Johann De Bono; Cora Sternberg; Sylvestre Le Moulec; Stéphane Oudard; Ugo De Giorgi; Michael Krainer; Andries Bergman; Wolfgang Hoelzer; Ronald De Wit; Martin Bögemann; Fred Saad; Giorgio Cruciani; Antoine Thiery-Vuillemin; Susan Feyerabend; Kurt Miller; Nadine Houédé; Syed Hussain; Elaine Lam; Jonathan Polikoff; Arnulf Stenzl; Paul Mainwaring; David Ramies; Colin Hessel; Aaron Weitzman; Karim Fizazi
Journal:  J Clin Oncol       Date:  2016-07-11       Impact factor: 44.544

2.  Single-cell mass cytometry of differential immune and drug responses across a human hematopoietic continuum.

Authors:  Sean C Bendall; Erin F Simonds; Peng Qiu; El-ad D Amir; Peter O Krutzik; Rachel Finck; Robert V Bruggner; Rachel Melamed; Angelica Trejo; Olga I Ornatsky; Robert S Balderas; Sylvia K Plevritis; Karen Sachs; Dana Pe'er; Scott D Tanner; Garry P Nolan
Journal:  Science       Date:  2011-05-06       Impact factor: 47.728

3.  Multiplexed mass cytometry profiling of cellular states perturbed by small-molecule regulators.

Authors:  Bernd Bodenmiller; Eli R Zunder; Rachel Finck; Tiffany J Chen; Erica S Savig; Robert V Bruggner; Erin F Simonds; Sean C Bendall; Karen Sachs; Peter O Krutzik; Garry P Nolan
Journal:  Nat Biotechnol       Date:  2012-09       Impact factor: 54.908

4.  Pan-cancer analysis of the extent and consequences of intratumor heterogeneity.

Authors:  Noemi Andor; Trevor A Graham; Marnix Jansen; Li C Xia; C Athena Aktipis; Claudia Petritsch; Hanlee P Ji; Carlo C Maley
Journal:  Nat Med       Date:  2015-11-30       Impact factor: 53.440

5.  Identification and characterization of NVP-BEZ235, a new orally available dual phosphatidylinositol 3-kinase/mammalian target of rapamycin inhibitor with potent in vivo antitumor activity.

Authors:  Sauveur-Michel Maira; Frédéric Stauffer; Josef Brueggen; Pascal Furet; Christian Schnell; Christine Fritsch; Saskia Brachmann; Patrick Chène; Alain De Pover; Kevin Schoemaker; Doriano Fabbro; Daniela Gabriel; Marjo Simonen; Leon Murphy; Peter Finan; William Sellers; Carlos García-Echeverría
Journal:  Mol Cancer Ther       Date:  2008-07-07       Impact factor: 6.261

6.  Frequent inactivation of PTEN in prostate cancer cell lines and xenografts.

Authors:  R J Vlietstra; D C van Alewijk; K G Hermans; G J van Steenbrugge; J Trapman
Journal:  Cancer Res       Date:  1998-07-01       Impact factor: 12.701

7.  Integrative clinical genomics of advanced prostate cancer.

Authors:  Dan Robinson; Eliezer M Van Allen; Yi-Mi Wu; Nikolaus Schultz; Robert J Lonigro; Juan-Miguel Mosquera; Bruce Montgomery; Mary-Ellen Taplin; Colin C Pritchard; Gerhardt Attard; Himisha Beltran; Wassim Abida; Robert K Bradley; Jake Vinson; Xuhong Cao; Pankaj Vats; Lakshmi P Kunju; Maha Hussain; Felix Y Feng; Scott A Tomlins; Kathleen A Cooney; David C Smith; Christine Brennan; Javed Siddiqui; Rohit Mehra; Yu Chen; Dana E Rathkopf; Michael J Morris; Stephen B Solomon; Jeremy C Durack; Victor E Reuter; Anuradha Gopalan; Jianjiong Gao; Massimo Loda; Rosina T Lis; Michaela Bowden; Stephen P Balk; Glenn Gaviola; Carrie Sougnez; Manaswi Gupta; Evan Y Yu; Elahe A Mostaghel; Heather H Cheng; Hyojeong Mulcahy; Lawrence D True; Stephen R Plymate; Heidi Dvinge; Roberta Ferraldeschi; Penny Flohr; Susana Miranda; Zafeiris Zafeiriou; Nina Tunariu; Joaquin Mateo; Raquel Perez-Lopez; Francesca Demichelis; Brian D Robinson; Marc Schiffman; David M Nanus; Scott T Tagawa; Alexandros Sigaras; Kenneth W Eng; Olivier Elemento; Andrea Sboner; Elisabeth I Heath; Howard I Scher; Kenneth J Pienta; Philip Kantoff; Johann S de Bono; Mark A Rubin; Peter S Nelson; Levi A Garraway; Charles L Sawyers; Arul M Chinnaiyan
Journal:  Cell       Date:  2015-05-21       Impact factor: 41.582

8.  Lineage analysis of basal epithelial cells reveals their unexpected plasticity and supports a cell-of-origin model for prostate cancer heterogeneity.

Authors:  Zhu A Wang; Antonina Mitrofanova; Sarah K Bergren; Cory Abate-Shen; Robert D Cardiff; Andrea Califano; Michael M Shen
Journal:  Nat Cell Biol       Date:  2013-02-24       Impact factor: 28.824

9.  Bone Cell Activity in Clinical Prostate Cancer Bone Metastasis and Its Inverse Relation to Tumor Cell Androgen Receptor Activity.

Authors:  Annika Nordstrand; Erik Bovinder Ylitalo; Elin Thysell; Emma Jernberg; Sead Crnalic; Anders Widmark; Anders Bergh; Ulf H Lerner; Pernilla Wikström
Journal:  Int J Mol Sci       Date:  2018-04-18       Impact factor: 5.923

10.  RNA-Seq of single prostate CTCs implicates noncanonical Wnt signaling in antiandrogen resistance.

Authors:  David T Miyamoto; Yu Zheng; Ben S Wittner; Richard J Lee; Huili Zhu; Katherine T Broderick; Rushil Desai; Douglas B Fox; Brian W Brannigan; Julie Trautwein; Kshitij S Arora; Niyati Desai; Douglas M Dahl; Lecia V Sequist; Matthew R Smith; Ravi Kapur; Chin-Lee Wu; Toshi Shioda; Sridhar Ramaswamy; David T Ting; Mehmet Toner; Shyamala Maheswaran; Daniel A Haber
Journal:  Science       Date:  2015-09-18       Impact factor: 47.728

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