Single cell metabolite detection using inertial microfluidics-assisted ion mobility mass spectrometry

Single-cell metabolite measurement remains highly challenging due to difficulties related to single cell isolation, metabolite detection, and identification of low levels of metabolites. Here, as a first step of the technological development, we propose a novel strategy integrating spiral inertial m...

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Main Authors: Zhang, Leicheng, Xu, Tengfei, Zhang, Jingtao, Wong, Stephen Choong Chee, Ritchie, Mark, Hou, Han Wei, Wang, Yulan
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
Format: Article
Language:English
Published: 2022
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Online Access:https://hdl.handle.net/10356/159342
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1593422022-07-22T07:08:33Z Single cell metabolite detection using inertial microfluidics-assisted ion mobility mass spectrometry Zhang, Leicheng Xu, Tengfei Zhang, Jingtao Wong, Stephen Choong Chee Ritchie, Mark Hou, Han Wei Wang, Yulan Lee Kong Chian School of Medicine (LKCMedicine) School of Mechanical and Aerospace Engineering School of Civil and Environmental Engineering Singapore Phenome Centre Science::Medicine Engineering::Mechanical engineering Cell Culture Ion Mobility Spectrometers Single-cell metabolite measurement remains highly challenging due to difficulties related to single cell isolation, metabolite detection, and identification of low levels of metabolites. Here, as a first step of the technological development, we propose a novel strategy integrating spiral inertial microfluidics and ion mobility mass spectrometry (IM-MS) for single-cell metabolite detection and identification. Cells in methanol suspension are inertially focused into a single stream in the spiral microchannel. This stream of separated cells is delivered to the nanoelectrospray needle to be lysed and ionized and subsequently analyzed in real time by IM-MS. This analytical system enables six to eight single-cell metabolic fingerprints to be collected per minute, including gas-phase collisional cross section (CCS) measurements as an additional molecular descriptor, giving increased confidence in metabolite identification. As a proof of concept, the metabolic profiles of three types of cancer cells (U2OS, HepG2, and HepG2.215) were successfully screened, and 19 distinct lipids species were identified with CCS value filtering. Furthermore, principal component analysis (PCA) showed differentiation of the three cancer cell lines, mainly due to cellular surface phospholipids. Taken together, our technology platform offers a simple and efficient method for single-cell lipid profiling, with additional ion mobility separation of lipids significantly improving the confidence toward identification of metabolites. Nanyang Technological University We acknowledge the financial support from the Lee Kong Chian School of Medicine. 2022-06-15T00:35:57Z 2022-06-15T00:35:57Z 2021 Journal Article Zhang, L., Xu, T., Zhang, J., Wong, S. C. C., Ritchie, M., Hou, H. W. & Wang, Y. (2021). Single cell metabolite detection using inertial microfluidics-assisted ion mobility mass spectrometry. Analytical Chemistry, 93(30), 10462-10468. https://dx.doi.org/10.1021/acs.analchem.1c00106 0003-2700 https://hdl.handle.net/10356/159342 10.1021/acs.analchem.1c00106 34289696 2-s2.0-85112392092 30 93 10462 10468 en Analytical Chemistry © 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 Science::Medicine
Engineering::Mechanical engineering
Cell Culture
Ion Mobility Spectrometers
spellingShingle Science::Medicine
Engineering::Mechanical engineering
Cell Culture
Ion Mobility Spectrometers
Zhang, Leicheng
Xu, Tengfei
Zhang, Jingtao
Wong, Stephen Choong Chee
Ritchie, Mark
Hou, Han Wei
Wang, Yulan
Single cell metabolite detection using inertial microfluidics-assisted ion mobility mass spectrometry
description Single-cell metabolite measurement remains highly challenging due to difficulties related to single cell isolation, metabolite detection, and identification of low levels of metabolites. Here, as a first step of the technological development, we propose a novel strategy integrating spiral inertial microfluidics and ion mobility mass spectrometry (IM-MS) for single-cell metabolite detection and identification. Cells in methanol suspension are inertially focused into a single stream in the spiral microchannel. This stream of separated cells is delivered to the nanoelectrospray needle to be lysed and ionized and subsequently analyzed in real time by IM-MS. This analytical system enables six to eight single-cell metabolic fingerprints to be collected per minute, including gas-phase collisional cross section (CCS) measurements as an additional molecular descriptor, giving increased confidence in metabolite identification. As a proof of concept, the metabolic profiles of three types of cancer cells (U2OS, HepG2, and HepG2.215) were successfully screened, and 19 distinct lipids species were identified with CCS value filtering. Furthermore, principal component analysis (PCA) showed differentiation of the three cancer cell lines, mainly due to cellular surface phospholipids. Taken together, our technology platform offers a simple and efficient method for single-cell lipid profiling, with additional ion mobility separation of lipids significantly improving the confidence toward identification of metabolites.
author2 Lee Kong Chian School of Medicine (LKCMedicine)
author_facet Lee Kong Chian School of Medicine (LKCMedicine)
Zhang, Leicheng
Xu, Tengfei
Zhang, Jingtao
Wong, Stephen Choong Chee
Ritchie, Mark
Hou, Han Wei
Wang, Yulan
format Article
author Zhang, Leicheng
Xu, Tengfei
Zhang, Jingtao
Wong, Stephen Choong Chee
Ritchie, Mark
Hou, Han Wei
Wang, Yulan
author_sort Zhang, Leicheng
title Single cell metabolite detection using inertial microfluidics-assisted ion mobility mass spectrometry
title_short Single cell metabolite detection using inertial microfluidics-assisted ion mobility mass spectrometry
title_full Single cell metabolite detection using inertial microfluidics-assisted ion mobility mass spectrometry
title_fullStr Single cell metabolite detection using inertial microfluidics-assisted ion mobility mass spectrometry
title_full_unstemmed Single cell metabolite detection using inertial microfluidics-assisted ion mobility mass spectrometry
title_sort single cell metabolite detection using inertial microfluidics-assisted ion mobility mass spectrometry
publishDate 2022
url https://hdl.handle.net/10356/159342
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