Analysis of the Human Kinome and Phosphatome by Mass Cytometry Reveals Overexpression-Induced Effects on Cancer-Related Signaling

被引:33
作者
Lun, Xiao-Kang [1 ,2 ,3 ,8 ]
Szklarczyk, Damian [1 ]
Gabor, Attila [4 ]
Dobberstein, Nadine [1 ]
Zanotelli, Vito Riccardo Tomaso [1 ,3 ,5 ]
Saez-Rodriguez, Julio [4 ,6 ,7 ]
von Mering, Christian [1 ]
Bodenmiller, Bernd [1 ,9 ]
机构
[1] Univ Zurich, Inst Mol Life Sci, CH-8057 Zurich, Switzerland
[2] Swiss Fed Inst Technol, Life Sci Zurich Grad Sch, Mol Life Sci PhD Program, CH-8057 Zurich, Switzerland
[3] Univ Zurich, CH-8057 Zurich, Switzerland
[4] Rhein Westfal TH Aachen, Fac Med, Joint Res Ctr Computat Biomed, D-52074 Aachen, Germany
[5] Swiss Fed Inst Technol, Life Sci Zurich Grad Sch, Syst Biol PhD Program, CH-8057 Zurich, Switzerland
[6] European Mol Biol Lab EMBL EBI, European Bioinformat Inst, Cambridge CB10 1SD, England
[7] Heidelberg Univ, BIOQUANT, Fac Med, Inst Computat Biomed, D-69120 Heidelberg, Germany
[8] Harvard Univ, Wyss Inst Biol Inspired Engn, Boston, MA 02115 USA
[9] Univ Zurich, Dept Quantitat Biomed, CH-8057 Zurich, Switzerland
基金
瑞士国家科学基金会; 欧洲研究理事会;
关键词
PROTEIN-KINASE; NETWORK; EXPRESSION; PATHWAY; ACTIVATION; RESISTANCE; INHIBITORS; DATABASE; MEK; PHOSPHORYLATION;
D O I
10.1016/j.molcel.2019.04.021
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Kinase and phosphatase overexpression drives tumorigenesis and drug resistance. We previously developed a mass-cytometry-based single-cell proteomics approach that enables quantitative assessment of overexpression effects on cell signaling. Here, we applied this approach in a human kinome- and phosphatome-wide study to assess how 649 individually overexpressed proteins modulated cancer-related signaling in HEK293T cells in an abundance-dependent manner. Based on these data, we expanded the functional classification of human kinases and phosphatases and showed that the overexpression effects include non-catalytic roles. We detected 208 previously unreported signaling relationships. The signaling dynamics analysis indicated that the overexpression of ERK-specific phosphatases sustains proliferative signaling. This suggests a phosphatasedriven mechanism of cancer progression. Moreover, our analysis revealed a drug-resistant mechanism through which overexpression of tyrosine kinases, including SRC, FES, YES1, and BLK, induced MEK-independent ERK activation in melanoma A375 cells. These proteins could predict drug sensitivity to BRAF-MEK concurrent inhibition in cells carrying BRAF mutations.
引用
收藏
页码:1086 / +
页数:22
相关论文
共 85 条
[1]   Genomic Instability in Cancer [J].
Abbas, Tarek ;
Keaton, Mignon A. ;
Dutta, Anindya .
COLD SPRING HARBOR PERSPECTIVES IN BIOLOGY, 2013, 5 (03)
[2]   Cl-1040 (PD184352), a targeted signal transduction inhibitor of MEK (MAPKK) [J].
Allen, LF ;
Sebolt-Leopold, J ;
Meyer, MB .
SEMINARS IN ONCOLOGY, 2003, 30 (05) :105-116
[3]   An AKT3-FOXG1-reelin network underlies defective migration in human focal malformations of cortical development [J].
Baek, Seung Tae ;
Copeland, Brett ;
Yun, Eun-Jin ;
Kwon, Seok-Kyu ;
Guemez-Gamboa, Alicia ;
Schaffer, Ashleigh E. ;
Kim, Sangwoo ;
Kang, Hoon-Chul ;
Song, Saera ;
Mathern, Gary W. ;
Gleeson, Joseph G. .
NATURE MEDICINE, 2015, 21 (12) :1445-+
[4]   High-throughput mapping of a dynamic signaling network in mammalian cells [J].
Barrios-Rodiles, M ;
Brown, KR ;
Ozdamar, B ;
Bose, R ;
Liu, Z ;
Donovan, RS ;
Shinjo, F ;
Liu, YM ;
Dembowy, J ;
Taylor, IW ;
Luga, V ;
Przulj, N ;
Robinson, M ;
Suzuki, H ;
Hayashizaki, Y ;
Jurisica, I ;
Wrana, JL .
SCIENCE, 2005, 307 (5715) :1621-1625
[5]   Single-Cell Mass Cytometry of Differential Immune and Drug Responses Across a Human Hematopoietic Continuum [J].
Bendall, Sean C. ;
Simonds, Erin F. ;
Qiu, Peng ;
Amir, El-ad D. ;
Krutzik, Peter O. ;
Finck, Rachel ;
Bruggner, Robert V. ;
Melamed, Rachel ;
Trejo, Angelica ;
Ornatsky, Olga I. ;
Balderas, Robert S. ;
Plevritis, Sylvia K. ;
Sachs, Karen ;
Pe'er, Dana ;
Tanner, Scott D. ;
Nolan, Garry P. .
SCIENCE, 2011, 332 (6030) :687-696
[6]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[7]   Multiplexed mass cytometry profiling of cellular states perturbed by small-molecule regulators [J].
Bodenmiller, Bernd ;
Zunder, Eli R. ;
Finck, Rachel ;
Chen, Tiffany J. ;
Savig, Erica S. ;
Bruggner, Robert V. ;
Simonds, Erin F. ;
Bendall, Sean C. ;
Sachs, Karen ;
Krutzik, Peter O. ;
Nolan, Garry P. .
NATURE BIOTECHNOLOGY, 2012, 30 (09) :858-U89
[8]   Phosphoproteomic Analysis Reveals Interconnected System-Wide Responses to Perturbations of Kinases and Phosphatases in Yeast [J].
Bodenmiller, Bernd ;
Wanka, Stefanie ;
Kraft, Claudine ;
Urban, Joerg ;
Campbell, David ;
Pedrioli, Patrick G. ;
Gerrits, Bertran ;
Picotti, Paola ;
Lam, Henry ;
Vitek, Olga ;
Brusniak, Mi-Youn ;
Roschitzki, Bernd ;
Zhang, Chao ;
Shokat, Kevan M. ;
Schlapbach, Ralph ;
Colman-Lerner, Alejandro ;
Nolan, Garry P. ;
Nesvizhskii, Alexey I. ;
Peter, Matthias ;
Loewith, Robbie ;
von Mering, Christian ;
Aebersold, Ruedi .
SCIENCE SIGNALING, 2010, 3 (153)
[9]   Molecular Pathways: Targeting Protein Tyrosine Phosphatases in Cancer [J].
Bollu, Lakshmi Reddy ;
Mazumdar, Abhijit ;
Savage, Michelle I. ;
Brown, Powel H. .
CLINICAL CANCER RESEARCH, 2017, 23 (09) :2136-2142
[10]   A Global Protein Kinase and Phosphatase Interaction Network in Yeast [J].
Breitkreutz, Ashton ;
Choi, Hyungwon ;
Sharom, Jeffrey R. ;
Boucher, Lorrie ;
Neduva, Victor ;
Larsen, Brett ;
Lin, Zhen-Yuan ;
Breitkreutz, Bobby-Joe ;
Stark, Chris ;
Liu, Guomin ;
Ahn, Jessica ;
Dewar-Darch, Danielle ;
Reguly, Teresa ;
Tang, Xiaojing ;
Almeida, Ricardo ;
Qin, Zhaohui Steve ;
Pawson, Tony ;
Gingras, Anne-Claude ;
Nesvizhskii, Alexey I. ;
Tyers, Mike .
SCIENCE, 2010, 328 (5981) :1043-1046