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

Mol Cell. 2019 Jun 6;74(5):1086-1102.e5. doi: 10.1016/j.molcel.2019.04.021. Epub 2019 May 14.

Abstract

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 phosphatase-driven 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.

Keywords: BP-R(2) analysis; cancer signaling networks; drug resistance; functional classification; human kinome and phosphatome; mass cytometry; overexpression effects; signaling dynamics; signaling relationships; single-cell proteomics.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Carcinogenesis / genetics*
  • Cell Proliferation / genetics
  • Drug Resistance, Neoplasm / genetics
  • Gene Expression Regulation, Neoplastic / drug effects
  • HEK293 Cells
  • Humans
  • Melanoma / enzymology
  • Melanoma / genetics*
  • Melanoma / pathology
  • Mutation
  • Phosphoric Monoester Hydrolases / genetics*
  • Phosphorylation / genetics
  • Phosphotransferases / genetics*
  • Protein Kinase Inhibitors / pharmacology
  • Proteomics
  • Proto-Oncogene Proteins B-raf / genetics*
  • Signal Transduction / drug effects

Substances

  • Protein Kinase Inhibitors
  • Phosphotransferases
  • BRAF protein, human
  • Proto-Oncogene Proteins B-raf
  • Phosphoric Monoester Hydrolases