Streamlined MRM method transfer between instruments assisted with HRMS matching and retention-time prediction

Multiple reaction monitoring (MRM) mode using liquid-chromatography tandem mass spectrometry (e.g., LC-QqQ-MS/MS) has been extensively employed in the small molecule analysis with trace levels in complex samples owing to its high sensitivity. However, most of the reported MRM methods are developed u...

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Main Authors: Yang, J. J., Han, Yuan, Mah, C. H., Wanjaya, Elvy Riani, Peng, Brenda Ang Sze, Xu, Tengfei, Liu, Min, Huan, T., Fang, Mingliang
Other Authors: School of Civil and Environmental Engineering
Format: Article
Language:English
Published: 2021
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Online Access:https://hdl.handle.net/10356/152046
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1520462021-08-02T07:31:11Z Streamlined MRM method transfer between instruments assisted with HRMS matching and retention-time prediction Yang, J. J. Han, Yuan Mah, C. H. Wanjaya, Elvy Riani Peng, Brenda Ang Sze Xu, Tengfei Liu, Min Huan, T. Fang, Mingliang School of Civil and Environmental Engineering Environmental Chemistry and Materials Centre Nanyang Environment and Water Research Institute Engineering::Civil engineering Multiple Reaction Monitoring Method Transfers Liquid Chromatography-triple Quadrupole-tandem Mass Spectrometry Multiple reaction monitoring (MRM) mode using liquid-chromatography tandem mass spectrometry (e.g., LC-QqQ-MS/MS) has been extensively employed in the small molecule analysis with trace levels in complex samples owing to its high sensitivity. However, most of the reported MRM methods are developed using authentic standards, which are often costly yet not readily available. To address this question, a practical platform for the MRM method transfer between different LC-QqQ-MS/MS instruments, assisted by the high-resolution mass spectrometry (LC-HRMS) and retention time (RT) prediction, has been developed in this study. The reported platform can take advantage of both the high sensitivity of LC-MRM method and ion transition pairs from the previous publications. LC-HRMS can provide the accurate mass measurement of the compounds, though high-quality MS/MS fragments are usually difficult to obtain for chemicals at trace levels. Retention time matching and peaks matching between both instrumental platforms rule out isobaric candidates. With an additional retention time prediction filter from quantitative structure retention relationship (QSRR) model based on random forest feature selection (Pearson r2 = 0.63), identification of small molecules is achieved at a high confidence level without using authentic standards. The developed platform has been validated with robustness by examining spiked environmental chemicals in sludge water samples, biological urine, and cell extracts. Ministry of Education (MOE) Nanyang Technological University National Environmental Agency (NEA) This work is funded by Singapore Ministry of Education Academic Research Fund Tier 1 (M4011732.030), Start-Up Grant of Nanyang Technological University (M4081915, M060030008) and Singapore National Environment Agency (M4061617). 2021-08-02T07:31:11Z 2021-08-02T07:31:11Z 2019 Journal Article Yang, J. J., Han, Y., Mah, C. H., Wanjaya, E. R., Peng, B. A. S., Xu, T., Liu, M., Huan, T. & Fang, M. (2019). Streamlined MRM method transfer between instruments assisted with HRMS matching and retention-time prediction. Analytica Chimica Acta, 1100, 88-96. https://dx.doi.org/10.1016/j.aca.2019.12.002 0003-2670 https://hdl.handle.net/10356/152046 10.1016/j.aca.2019.12.002 31987156 2-s2.0-85076455549 1100 88 96 en M4011732.030 M4081915 M060030008 M4061617 Analytica Chimica Acta © 2019 Elsevier B.V. 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::Civil engineering
Multiple Reaction Monitoring Method Transfers
Liquid Chromatography-triple Quadrupole-tandem Mass Spectrometry
spellingShingle Engineering::Civil engineering
Multiple Reaction Monitoring Method Transfers
Liquid Chromatography-triple Quadrupole-tandem Mass Spectrometry
Yang, J. J.
Han, Yuan
Mah, C. H.
Wanjaya, Elvy Riani
Peng, Brenda Ang Sze
Xu, Tengfei
Liu, Min
Huan, T.
Fang, Mingliang
Streamlined MRM method transfer between instruments assisted with HRMS matching and retention-time prediction
description Multiple reaction monitoring (MRM) mode using liquid-chromatography tandem mass spectrometry (e.g., LC-QqQ-MS/MS) has been extensively employed in the small molecule analysis with trace levels in complex samples owing to its high sensitivity. However, most of the reported MRM methods are developed using authentic standards, which are often costly yet not readily available. To address this question, a practical platform for the MRM method transfer between different LC-QqQ-MS/MS instruments, assisted by the high-resolution mass spectrometry (LC-HRMS) and retention time (RT) prediction, has been developed in this study. The reported platform can take advantage of both the high sensitivity of LC-MRM method and ion transition pairs from the previous publications. LC-HRMS can provide the accurate mass measurement of the compounds, though high-quality MS/MS fragments are usually difficult to obtain for chemicals at trace levels. Retention time matching and peaks matching between both instrumental platforms rule out isobaric candidates. With an additional retention time prediction filter from quantitative structure retention relationship (QSRR) model based on random forest feature selection (Pearson r2 = 0.63), identification of small molecules is achieved at a high confidence level without using authentic standards. The developed platform has been validated with robustness by examining spiked environmental chemicals in sludge water samples, biological urine, and cell extracts.
author2 School of Civil and Environmental Engineering
author_facet School of Civil and Environmental Engineering
Yang, J. J.
Han, Yuan
Mah, C. H.
Wanjaya, Elvy Riani
Peng, Brenda Ang Sze
Xu, Tengfei
Liu, Min
Huan, T.
Fang, Mingliang
format Article
author Yang, J. J.
Han, Yuan
Mah, C. H.
Wanjaya, Elvy Riani
Peng, Brenda Ang Sze
Xu, Tengfei
Liu, Min
Huan, T.
Fang, Mingliang
author_sort Yang, J. J.
title Streamlined MRM method transfer between instruments assisted with HRMS matching and retention-time prediction
title_short Streamlined MRM method transfer between instruments assisted with HRMS matching and retention-time prediction
title_full Streamlined MRM method transfer between instruments assisted with HRMS matching and retention-time prediction
title_fullStr Streamlined MRM method transfer between instruments assisted with HRMS matching and retention-time prediction
title_full_unstemmed Streamlined MRM method transfer between instruments assisted with HRMS matching and retention-time prediction
title_sort streamlined mrm method transfer between instruments assisted with hrms matching and retention-time prediction
publishDate 2021
url https://hdl.handle.net/10356/152046
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