Detecting Low-Abundance Molecules at Single-Cell Level by Repeated Ion Accumulation in Ion Trap Mass SpectrometerClick to copy article linkArticle link copied!
Abstract
Low-abundance metabolites or proteins in single-cell samples are usually undetectable by mass spectrometry (MS) due to the limited amount of substances in single cells. This limitation inspired us to further enhance the sensitivity of commercial mass spectrometers. Herein, we developed a technique named repeated ion accumulation by ion trap MS, which is capable of enhancing the sensitivity by selectively and repeatedly accumulating ions in a linear ion trap for up to 25 cycles. The increase in MS sensitivity was positively correlated with the number of repeated cycles. When ions were repeatedly accumulated for 25 cycles, the sensitivity of adenosine triphosphate detection was increased by 22-fold within 1.8 s. Our technique could stably detect low-abundance ions, especially MSn ions, at the single-cell level, such as 5-methylcytosine hydrolyzed from sample equivalent to ∼0.2 MCF7 cell. The strategy presented in this study offers the possibility to aid single-cell analysis by enhancing MS detection sensitivity.
Cited By
This article is cited by 16 publications.
- Zhuyin Fang, Ruihua Wang, Hansen Zhao, Huan Yao, Jin Ouyang, Xinrong Zhang. Mannose Promotes Metabolic Discrimination of Osteosarcoma Cells at Single-Cell Level by Mass Spectrometry. Analytical Chemistry 2020, 92
(3)
, 2690-2696. https://doi.org/10.1021/acs.analchem.9b04773
- Ruihua Wang, Hansen Zhao, Xiaochao Zhang, Xu Zhao, Zhe Song, Jin Ouyang. Metabolic Discrimination of Breast Cancer Subtypes at the Single-Cell Level by Multiple Microextraction Coupled with Mass Spectrometry. Analytical Chemistry 2019, 91
(5)
, 3667-3674. https://doi.org/10.1021/acs.analchem.8b05739
- Pieter
E. Oomen, Mohaddeseh A. Aref, Ibrahim Kaya, Nhu T. N. Phan, Andrew G. Ewing. Chemical Analysis of Single Cells. Analytical Chemistry 2019, 91
(1)
, 588-621. https://doi.org/10.1021/acs.analchem.8b04732
- Sifeng Mao, Qiang Zhang, Haifang Li, Qiushi Huang, Mashooq Khan, Katsumi Uchiyama, Jin-Ming Lin. Measurement of Cell–Matrix Adhesion at Single-Cell Resolution for Revealing the Functions of Biomaterials for Adherent Cell Culture. Analytical Chemistry 2018, 90
(15)
, 9637-9643. https://doi.org/10.1021/acs.analchem.8b02653
- Yupeng Cheng, Youjiang Liu, Zhangxu Wu, Chen Shen, Shan Li, Han Wang, Chilai Chen. Concept and simulation of a novel dual-layer linear ion trap mass analyzer for micro-electromechanical systems mass spectrometry. European Journal of Mass Spectrometry 2024, 30
(3-4)
, 150-160. https://doi.org/10.1177/14690667241251792
- Abhishek Shastry, Kimberly Dunham-Snary. Metabolomics and mitochondrial dysfunction in cardiometabolic disease. Life Sciences 2023, 333 , 122137. https://doi.org/10.1016/j.lfs.2023.122137
- Chang Li, You Jiang, Shiying Chu, Xinchi Yin, Siyuan Tan, Zejian Huang, Xinhua Dai, Xiaoyun Gong, Xiang Fang, Di Tian. Analysis of low‐abundance molecules in complex matrices by quadrupole‐linear ion trap mass spectrometry using a simultaneous fragmentation and accumulation strategy. Rapid Communications in Mass Spectrometry 2022, 36
(10)
https://doi.org/10.1002/rcm.9276
- Minakshi Prasad, Mayukh Ghosh, Rajesh Kumar. Single cell metabolomics. 2022, 457-513. https://doi.org/10.1016/B978-0-323-85062-9.00013-1
- Chang Li, Shiying Chu, Siyuan Tan, Xinchi Yin, You Jiang, Xinhua Dai, Xiaoyun Gong, Xiang Fang, Di Tian. Towards Higher Sensitivity of Mass Spectrometry: A Perspective From the Mass Analyzers. Frontiers in Chemistry 2021, 9 https://doi.org/10.3389/fchem.2021.813359
- Bojidarka Ivanova, Michael Spiteller. Stochastic Dynamic Mass Spectrometric Approach to Quantify Reserpine in Solution. Analytical Chemistry Letters 2020, 10
(6)
, 703-721. https://doi.org/10.1080/22297928.2020.1865834
- Hong-Yuan Chen. Bioanalysis in single cells: current advances and challenges. Science China Chemistry 2020, 63
(5)
, 564-588. https://doi.org/10.1007/s11426-020-9719-9
- Honggang Nie, Zhenwei Wei, Lingqi Qiu, Xingshuo Chen, Dylan T. Holden, R. Graham Cooks. High-yield gram-scale organic synthesis using accelerated microdroplet/thin film reactions with solvent recycling. Chemical Science 2020, 11
(9)
, 2356-2361. https://doi.org/10.1039/C9SC06265C
- Renmeng Liu, Genwei Zhang, Mei Sun, Xiaoliang Pan, Zhibo Yang. Integrating a generalized data analysis workflow with the Single-probe mass spectrometry experiment for single cell metabolomics. Analytica Chimica Acta 2019, 1064 , 71-79. https://doi.org/10.1016/j.aca.2019.03.006
- Zuqiang Xu, Hanyan Wu, Yang Tang, Wei Xu, Yanbing Zhai. Electric modeling and characterization of pulsed high‐voltage nanoelectrospray ionization sources by a miniature ion trap mass spectrometer. Journal of Mass Spectrometry 2019, 54
(7)
, 583-591. https://doi.org/10.1002/jms.4361
- Sifeng Mao, Jin-Ming Lin. Microfluidic Chip-Based Live Single-Cell Probes. 2019, 217-255. https://doi.org/10.1007/978-981-32-9729-6_9
- Katrin Rosenthal, Verena Oehling, Christian Dusny, Andreas Schmid. Beyond the bulk: disclosing the life of single microbial cells. FEMS Microbiology Reviews 2017, 41
(6)
, 751-780. https://doi.org/10.1093/femsre/fux044
Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to reflect usage leading up to the last few days.
Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts.
The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric.com with additional details about the score and the social media presence for the given article. Find more information on the Altmetric Attention Score and how the score is calculated.