System biology-guided chemical proteomics to discover protein targets of monoethylhexyl phthalate in regulating cell cycle
Chemical proteomics methods have been used as effective tools to identify novel protein targets for small molecules. These methods have great potential to be applied as environmental toxicants to figure out their mode of action. However, these assays usually generate dozens of possible targets, maki...
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sg-ntu-dr.10356-1597772022-07-01T08:23:07Z System biology-guided chemical proteomics to discover protein targets of monoethylhexyl phthalate in regulating cell cycle Xu, Tengfei Chen, Liyan Lim, Yan Ting Zhao, Haoduo Chen, Hongjin Chen, Ming Wei Huan, Tao Huang, Yichao Sobota, Radoslaw Mikolaj Fang, Mingliang School of Civil and Environmental Engineering Lee Kong Chian School of Medicine (LKCMedicine) School of Biological Sciences Nanyang Environment and Water Research Institute Singapore Phenome Centre Engineering::Environmental engineering Monoethylhexyl Phthalate Proteomics Chemical proteomics methods have been used as effective tools to identify novel protein targets for small molecules. These methods have great potential to be applied as environmental toxicants to figure out their mode of action. However, these assays usually generate dozens of possible targets, making it challenging to validate the most important one. In this study, we have integrated the cellular thermal shift assay (CETSA), quantitative proteomics, metabolomics, computer-assisted docking, and target validation methods to uncover the protein targets of monoethylhexyl phthalate (MEHP). Using the mass spectrometry implementation of CETSA (MS-CETSA), we have identified 74 possible protein targets of MEHP. The Gene Ontology (GO) enrichment integration was further conducted for the target proteins, the cellular dysregulated proteins, and the metabolites, showing that cell cycle dysregulation could be one primary change due to the MEHP-induced toxicity. Flow cytometry analysis confirmed that hepatocytes were arrested at the G1 stage due to the treatment with MEHP. Subsequently, the potential protein targets were ranked by their binding energy calculated from the computer-assisted docking with MEHP. In summary, we have demonstrated the development of interactomics workflow to simplify the redundant information from multiomics data and identified novel cell cycle regulatory protein targets (CPEB4, ANAPC5, and SPOUT1) for MEHP. Agency for Science, Technology and Research (A*STAR) Ministry of Education (MOE) Ministry of Health (MOH) Nanyang Technological University National Environmental Agency (NEA) National Research Foundation (NRF) This work is supported by the Singapore Ministry of Education Academic Research Fund Tier 1 (04MNP000567C120), the NTU-Harvard SusNano (M4082370.030), the National Environment Agency-Singapore (04SBS000714N025), and the Singapore Ministry of Health’s National Medical Research Council under its Clinician-Scientist Individual Research Grant (CS-IRG) (MOH-000141) and the Open Fund-Individual Research Grant (OFIRG/0076/2018) to M.F. and A-STAR core fundings and NRF-SiS grant by National Research Foundation to R.M.S. 2022-07-01T08:23:06Z 2022-07-01T08:23:06Z 2021 Journal Article Xu, T., Chen, L., Lim, Y. T., Zhao, H., Chen, H., Chen, M. W., Huan, T., Huang, Y., Sobota, R. M. & Fang, M. (2021). System biology-guided chemical proteomics to discover protein targets of monoethylhexyl phthalate in regulating cell cycle. Environmental Science and Technology, 55(3), 1842-1851. https://dx.doi.org/10.1021/acs.est.0c05832 0013-936X https://hdl.handle.net/10356/159777 10.1021/acs.est.0c05832 33459556 2-s2.0-85100271752 3 55 1842 1851 en 04MNP000567C120 M4082370.030 04SBS000714N025 MOH-000141 OFIRG/0076/2018 Environmental Science and Technology © 2021 American Chemical Society. All rights reserved. |
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Engineering::Environmental engineering Monoethylhexyl Phthalate Proteomics Xu, Tengfei Chen, Liyan Lim, Yan Ting Zhao, Haoduo Chen, Hongjin Chen, Ming Wei Huan, Tao Huang, Yichao Sobota, Radoslaw Mikolaj Fang, Mingliang System biology-guided chemical proteomics to discover protein targets of monoethylhexyl phthalate in regulating cell cycle |
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Chemical proteomics methods have been used as effective tools to identify novel protein targets for small molecules. These methods have great potential to be applied as environmental toxicants to figure out their mode of action. However, these assays usually generate dozens of possible targets, making it challenging to validate the most important one. In this study, we have integrated the cellular thermal shift assay (CETSA), quantitative proteomics, metabolomics, computer-assisted docking, and target validation methods to uncover the protein targets of monoethylhexyl phthalate (MEHP). Using the mass spectrometry implementation of CETSA (MS-CETSA), we have identified 74 possible protein targets of MEHP. The Gene Ontology (GO) enrichment integration was further conducted for the target proteins, the cellular dysregulated proteins, and the metabolites, showing that cell cycle dysregulation could be one primary change due to the MEHP-induced toxicity. Flow cytometry analysis confirmed that hepatocytes were arrested at the G1 stage due to the treatment with MEHP. Subsequently, the potential protein targets were ranked by their binding energy calculated from the computer-assisted docking with MEHP. In summary, we have demonstrated the development of interactomics workflow to simplify the redundant information from multiomics data and identified novel cell cycle regulatory protein targets (CPEB4, ANAPC5, and SPOUT1) for MEHP. |
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School of Civil and Environmental Engineering |
author_facet |
School of Civil and Environmental Engineering Xu, Tengfei Chen, Liyan Lim, Yan Ting Zhao, Haoduo Chen, Hongjin Chen, Ming Wei Huan, Tao Huang, Yichao Sobota, Radoslaw Mikolaj Fang, Mingliang |
format |
Article |
author |
Xu, Tengfei Chen, Liyan Lim, Yan Ting Zhao, Haoduo Chen, Hongjin Chen, Ming Wei Huan, Tao Huang, Yichao Sobota, Radoslaw Mikolaj Fang, Mingliang |
author_sort |
Xu, Tengfei |
title |
System biology-guided chemical proteomics to discover protein targets of monoethylhexyl phthalate in regulating cell cycle |
title_short |
System biology-guided chemical proteomics to discover protein targets of monoethylhexyl phthalate in regulating cell cycle |
title_full |
System biology-guided chemical proteomics to discover protein targets of monoethylhexyl phthalate in regulating cell cycle |
title_fullStr |
System biology-guided chemical proteomics to discover protein targets of monoethylhexyl phthalate in regulating cell cycle |
title_full_unstemmed |
System biology-guided chemical proteomics to discover protein targets of monoethylhexyl phthalate in regulating cell cycle |
title_sort |
system biology-guided chemical proteomics to discover protein targets of monoethylhexyl phthalate in regulating cell cycle |
publishDate |
2022 |
url |
https://hdl.handle.net/10356/159777 |
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1738844904695529472 |