Kinomic profile in patient-derived glioma cells during hypoxia reveals c-MET-PI3K dependency for adaptation

Hypoxic microenvironment is a hallmark of solid tumors, especially glioblastoma. The strong reliance of glioma-propagating cells (GPCs) on hypoxia-induced survival advantages is potentially exploitable for drug development. Methods: To identify key signaling pathways for hypoxia adaptation by patien...

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Main Authors: Cheng, Hong Sheng, Marvalim, Charlie, Zhu, Pengcheng, Law, Daniel Cheng Lui, Low, Jeremy Zhi Yan, Chong, Yuk Kien, Ang, Beng Ti, Tang, Carol, Tan, Nguan Soon
Other Authors: School of Biological Sciences
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Language:English
Published: 2021
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Online Access:https://hdl.handle.net/10356/153593
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spelling sg-ntu-dr.10356-1535932023-02-28T17:04:05Z Kinomic profile in patient-derived glioma cells during hypoxia reveals c-MET-PI3K dependency for adaptation Cheng, Hong Sheng Marvalim, Charlie Zhu, Pengcheng Law, Daniel Cheng Lui Low, Jeremy Zhi Yan Chong, Yuk Kien Ang, Beng Ti Tang, Carol Tan, Nguan Soon School of Biological Sciences Lee Kong Chian School of Medicine (LKCMedicine) Science::Medicine Glioblastoma Oxidative Stress Hypoxic microenvironment is a hallmark of solid tumors, especially glioblastoma. The strong reliance of glioma-propagating cells (GPCs) on hypoxia-induced survival advantages is potentially exploitable for drug development. Methods: To identify key signaling pathways for hypoxia adaptation by patient-derived GPCs, we performed a kinase inhibitor profiling by screening 188 small molecule inhibitors against 130 different kinases in normoxia and hypoxia. Potential kinase candidates were prioritized for in vitro and in vivo investigations using a ranking algorithm that integrated information from the kinome connectivity network and estimated patients' survival based on expression status. Results: Hypoxic drug screen highlighted extensive modifications of kinomic landscape and a crucial functionality of c-MET-PI3K. c-MET inhibitors diminished phosphorylation of c-MET and PI3K in GPCs subjected to hypoxia, suggesting its role in the hypoxic adaptation of GPCs. Mechanistically, the inhibition of c-MET and PI3K impaired antioxidant defense, leading to oxidative catastrophe and apoptosis. Repurposed c-MET inhibitors PF04217903 and tivantinib exhibited hypoxic-dependent drug synergism with temozolomide, resulting in reduced tumor load and growth of GPC xenografts. Detailed analysis of bulk and single-cell glioblastoma transcriptomes associates the cellular subpopulation over-expressing c-MET with inflamed, hypoxic, metastatic, and stem-like phenotypes. Conclusions: Thus, our "bench to bedside (the use of patient-derived GPCs and xenografts for basic research) and back (validation with independent glioblastoma transcriptome databases)" analysis unravels the novel therapeutic indications of c-MET and PI3K/Akt inhibitors for the treatment of glioblastoma, and potentially other cancers, in the hypoxic tumor microenvironment. Ministry of Health (MOH) National Medical Research Council (NMRC) Published version This research is supported by the Singapore Ministry of Health’s National Medical Research Council under its Translational and Clinical Research Flagship Programme-Tier 1 (Project No: NMRC/ TCR/016-NNI/2016). The cytokine profiling assays were supported by AYOXXA Grant 2020. The computational work in this manuscript was performed using resources from the National Supercomputing Centre Singapore. We appreciate the technical assistance from Dr. Bernd Willems from AYOXXA Biosystems GmbH on the usage of the multiplex cytokine kits. We also thank Dr. Wilson Goh Wen Bin for his advice on the unweighted scoring and ranking analysis of the protein kinases. 2021-12-10T08:05:50Z 2021-12-10T08:05:50Z 2021 Journal Article Cheng, H. S., Marvalim, C., Zhu, P., Law, D. C. L., Low, J. Z. Y., Chong, Y. K., Ang, B. T., Tang, C. & Tan, N. S. (2021). Kinomic profile in patient-derived glioma cells during hypoxia reveals c-MET-PI3K dependency for adaptation. Theranostics, 11(11), 5127-5142. https://dx.doi.org/10.7150/thno.54741 1838-7640 https://hdl.handle.net/10356/153593 10.7150/thno.54741 33859738 2-s2.0-85102453973 11 11 5127 5142 en NMRC/ TCR/016-NNI/2016 Theranostics © 2021 The author(s). This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Medicine
Glioblastoma
Oxidative Stress
spellingShingle Science::Medicine
Glioblastoma
Oxidative Stress
Cheng, Hong Sheng
Marvalim, Charlie
Zhu, Pengcheng
Law, Daniel Cheng Lui
Low, Jeremy Zhi Yan
Chong, Yuk Kien
Ang, Beng Ti
Tang, Carol
Tan, Nguan Soon
Kinomic profile in patient-derived glioma cells during hypoxia reveals c-MET-PI3K dependency for adaptation
description Hypoxic microenvironment is a hallmark of solid tumors, especially glioblastoma. The strong reliance of glioma-propagating cells (GPCs) on hypoxia-induced survival advantages is potentially exploitable for drug development. Methods: To identify key signaling pathways for hypoxia adaptation by patient-derived GPCs, we performed a kinase inhibitor profiling by screening 188 small molecule inhibitors against 130 different kinases in normoxia and hypoxia. Potential kinase candidates were prioritized for in vitro and in vivo investigations using a ranking algorithm that integrated information from the kinome connectivity network and estimated patients' survival based on expression status. Results: Hypoxic drug screen highlighted extensive modifications of kinomic landscape and a crucial functionality of c-MET-PI3K. c-MET inhibitors diminished phosphorylation of c-MET and PI3K in GPCs subjected to hypoxia, suggesting its role in the hypoxic adaptation of GPCs. Mechanistically, the inhibition of c-MET and PI3K impaired antioxidant defense, leading to oxidative catastrophe and apoptosis. Repurposed c-MET inhibitors PF04217903 and tivantinib exhibited hypoxic-dependent drug synergism with temozolomide, resulting in reduced tumor load and growth of GPC xenografts. Detailed analysis of bulk and single-cell glioblastoma transcriptomes associates the cellular subpopulation over-expressing c-MET with inflamed, hypoxic, metastatic, and stem-like phenotypes. Conclusions: Thus, our "bench to bedside (the use of patient-derived GPCs and xenografts for basic research) and back (validation with independent glioblastoma transcriptome databases)" analysis unravels the novel therapeutic indications of c-MET and PI3K/Akt inhibitors for the treatment of glioblastoma, and potentially other cancers, in the hypoxic tumor microenvironment.
author2 School of Biological Sciences
author_facet School of Biological Sciences
Cheng, Hong Sheng
Marvalim, Charlie
Zhu, Pengcheng
Law, Daniel Cheng Lui
Low, Jeremy Zhi Yan
Chong, Yuk Kien
Ang, Beng Ti
Tang, Carol
Tan, Nguan Soon
format Article
author Cheng, Hong Sheng
Marvalim, Charlie
Zhu, Pengcheng
Law, Daniel Cheng Lui
Low, Jeremy Zhi Yan
Chong, Yuk Kien
Ang, Beng Ti
Tang, Carol
Tan, Nguan Soon
author_sort Cheng, Hong Sheng
title Kinomic profile in patient-derived glioma cells during hypoxia reveals c-MET-PI3K dependency for adaptation
title_short Kinomic profile in patient-derived glioma cells during hypoxia reveals c-MET-PI3K dependency for adaptation
title_full Kinomic profile in patient-derived glioma cells during hypoxia reveals c-MET-PI3K dependency for adaptation
title_fullStr Kinomic profile in patient-derived glioma cells during hypoxia reveals c-MET-PI3K dependency for adaptation
title_full_unstemmed Kinomic profile in patient-derived glioma cells during hypoxia reveals c-MET-PI3K dependency for adaptation
title_sort kinomic profile in patient-derived glioma cells during hypoxia reveals c-met-pi3k dependency for adaptation
publishDate 2021
url https://hdl.handle.net/10356/153593
_version_ 1759856932561092608