RTP: One effective platform to probe reactive compound transformation products and its applications for a reactive plasticizer BADGE

Reactive compounds, such as covalent toxicants/drugs, have their ubiquitous occurrences and are known to react with protein or DNA in human beings, but their reactions with endogenous metabolites are rarely understood. Currently, a viable platform is demanded for discovering their reaction products...

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Main Authors: Liu, Min, Jiang, Jie, Zheng, Jie, Huan, Tao, Gao, Bei, Fei, Xunchang, Wang, Yulan, Fang, Mingliang
Other Authors: School of Civil and Environmental Engineering
Format: Article
Language:English
Published: 2022
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Online Access:https://hdl.handle.net/10356/162439
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1624392022-10-19T02:36:03Z RTP: One effective platform to probe reactive compound transformation products and its applications for a reactive plasticizer BADGE Liu, Min Jiang, Jie Zheng, Jie Huan, Tao Gao, Bei Fei, Xunchang Wang, Yulan Fang, Mingliang School of Civil and Environmental Engineering School of Computer Science and Engineering Lee Kong Chian School of Medicine (LKCMedicine) Singapore Phenome Centre Nanyang Environment and Water Research Institute Engineering::Environmental engineering Stable Isotope-Labeling Metabolomics Transformation Products Reactive compounds, such as covalent toxicants/drugs, have their ubiquitous occurrences and are known to react with protein or DNA in human beings, but their reactions with endogenous metabolites are rarely understood. Currently, a viable platform is demanded for discovering their reaction products since their efficacy/toxicity may be altered after the reaction. We aim to develop a platform for identifying unknown abiotic or biotransformation products for these reactive compounds. Based on stable isotope-labeling (SIL) metabolomics, we have developed a novel and robust analytical platform, reactive compound transformation profiler (RTP), which can automatically analyze preannotated high-resolution mass spectrometry (LC-HRMS) data sets and uncover probable transformation products. Generally, RTP consists of four complementary steps: (1) selecting peak pairs of light and heavy-labeled products, (2) defining the "core structure mass" for possible reaction search, (3) constructing an endogenous metabolite reaction database, and (4) developing algorithms to propose the potential transformation products by searching against the database with a single-/multiple-site reaction. Its performance was validated using the reactive plasticizer bisphenol A diglycidyl ether (BADGE) in several sample matrices. This platform enabled the identification of novel transformation products while also demonstrating its capacity to filter out the false-positive signals and provide product annotation. The RTP is freely accessible at https://github.com/FangLabNTU/Reactive-Compound-Transformation-Profiler-RTP-. Ministry of Education (MOE) National Environmental Agency (NEA) This work was funded by the Singapore National Environmental Agency (Grant No. 04SBS000714N025) and MOE Tier 1 (04MNP000567C120EOM01). 2022-10-19T02:36:03Z 2022-10-19T02:36:03Z 2021 Journal Article Liu, M., Jiang, J., Zheng, J., Huan, T., Gao, B., Fei, X., Wang, Y. & Fang, M. (2021). RTP: One effective platform to probe reactive compound transformation products and its applications for a reactive plasticizer BADGE. Environmental Science and Technology, 55(23), 16034-16043. https://dx.doi.org/10.1021/acs.est.1c05262 0013-936X https://hdl.handle.net/10356/162439 10.1021/acs.est.1c05262 34788994 2-s2.0-85120002661 23 55 16034 16043 en 04SBS000714N025 04MNP000567C120EOM01 Environmental Science and Technology © 2021 American Chemical Society. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Environmental engineering
Stable Isotope-Labeling Metabolomics
Transformation Products
spellingShingle Engineering::Environmental engineering
Stable Isotope-Labeling Metabolomics
Transformation Products
Liu, Min
Jiang, Jie
Zheng, Jie
Huan, Tao
Gao, Bei
Fei, Xunchang
Wang, Yulan
Fang, Mingliang
RTP: One effective platform to probe reactive compound transformation products and its applications for a reactive plasticizer BADGE
description Reactive compounds, such as covalent toxicants/drugs, have their ubiquitous occurrences and are known to react with protein or DNA in human beings, but their reactions with endogenous metabolites are rarely understood. Currently, a viable platform is demanded for discovering their reaction products since their efficacy/toxicity may be altered after the reaction. We aim to develop a platform for identifying unknown abiotic or biotransformation products for these reactive compounds. Based on stable isotope-labeling (SIL) metabolomics, we have developed a novel and robust analytical platform, reactive compound transformation profiler (RTP), which can automatically analyze preannotated high-resolution mass spectrometry (LC-HRMS) data sets and uncover probable transformation products. Generally, RTP consists of four complementary steps: (1) selecting peak pairs of light and heavy-labeled products, (2) defining the "core structure mass" for possible reaction search, (3) constructing an endogenous metabolite reaction database, and (4) developing algorithms to propose the potential transformation products by searching against the database with a single-/multiple-site reaction. Its performance was validated using the reactive plasticizer bisphenol A diglycidyl ether (BADGE) in several sample matrices. This platform enabled the identification of novel transformation products while also demonstrating its capacity to filter out the false-positive signals and provide product annotation. The RTP is freely accessible at https://github.com/FangLabNTU/Reactive-Compound-Transformation-Profiler-RTP-.
author2 School of Civil and Environmental Engineering
author_facet School of Civil and Environmental Engineering
Liu, Min
Jiang, Jie
Zheng, Jie
Huan, Tao
Gao, Bei
Fei, Xunchang
Wang, Yulan
Fang, Mingliang
format Article
author Liu, Min
Jiang, Jie
Zheng, Jie
Huan, Tao
Gao, Bei
Fei, Xunchang
Wang, Yulan
Fang, Mingliang
author_sort Liu, Min
title RTP: One effective platform to probe reactive compound transformation products and its applications for a reactive plasticizer BADGE
title_short RTP: One effective platform to probe reactive compound transformation products and its applications for a reactive plasticizer BADGE
title_full RTP: One effective platform to probe reactive compound transformation products and its applications for a reactive plasticizer BADGE
title_fullStr RTP: One effective platform to probe reactive compound transformation products and its applications for a reactive plasticizer BADGE
title_full_unstemmed RTP: One effective platform to probe reactive compound transformation products and its applications for a reactive plasticizer BADGE
title_sort rtp: one effective platform to probe reactive compound transformation products and its applications for a reactive plasticizer badge
publishDate 2022
url https://hdl.handle.net/10356/162439
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