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Evaluating inkjet dispenser/liquid vortex capture-mass spectrometry for single-cell metabolomics in Hep G2 steatosis caused by tamoxifen

Journal Article · · Analytical and Bioanalytical Chemistry
Single-cell mass spectrometry (MS) is advancing our understanding of metabolic pathways in heterogeneous cell populations; however, many techniques are slow or require disruptive sample preparations. This study evaluated coupling a modified HP D100 single-cell inkjet dispenser with liquid vortex capture-mass spectrometry (D100/LVC-MS). The D100 is a single-cell inkjet dispenser capable of titrating solutions and isolating single cells via disposable cassettes equipped with microfluidic channels and an impedance sensor. The LVC-MS enables high-throughput capture, lysis, and ionization of analytes for mass spectrometric analysis. The D100/LVC-MS system was characterized through titration and single-cell experiments. Propranolol titration demonstrated linearity across a broad concentration range using the D100/LVC-MS system. Additionally, Hep G2 hepatocarcinoma cells and Chlamydomonas reinhardtii algae were used to showcase the D100’s high-throughput or low-buffer-volume single-cell dispensing strategies. The D100/LVC-MS system’s performance was validated by evaluating tamoxifen-induced steatosis in Hep G2 cells. Tamoxifen, associated with nonalcoholic fatty liver disease in breast cancer patients following long-term use, was tested in Hep G2 cells at 20 µM for 72 h against DMSO-treated controls. High-throughput analysis of 500 cells per condition, completed in 25 min per run, demonstrated the system’s efficiency. The D100/LVC-MS system simultaneously quantified tamoxifen and measured triglycerides and phosphatidylcholines. Triglycerides were upregulated in the tamoxifen-treated cells and the results indicated two distinct cell populations, differing in tamoxifen and phosphatidylcholines levels, suggesting heterogeneity within the treated population. In conclusion, these findings highlight the D100/LVC-MS system as a cost-effective, high-throughput platform for single-cell metabolomics and lipidomics, with significant potential for evaluating metabolic alterations.
Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
National Institutes of Health (NIH); USDOE Office of Science (SC)
Grant/Contract Number:
AC05-00OR22725
OSTI ID:
3002677
Journal Information:
Analytical and Bioanalytical Chemistry, Journal Name: Analytical and Bioanalytical Chemistry Journal Issue: 16 Vol. 417; ISSN 1618-2642; ISSN 1618-2650
Publisher:
SpringerCopyright Statement
Country of Publication:
United States
Language:
English

References (55)

Dynamic mass spectrometry probe for electrospray ionization mass spectrometry monitoring of bioreactors for therapeutic cell manufacturing journal November 2018
Live single-cell video-mass spectrometry for cellular and subcellular molecular detection and cell classification journal December 2008
Mass spectrometric analysis of long-chain lipids journal November 2010
pyOpenMS: A Python-based interface to the OpenMS mass-spectrometry algorithm library journal January 2014
An open port sampling interface for liquid introduction atmospheric pressure ionization mass spectrometry: Open port sampling interface journal August 2015
Quantitation of amiodarone and N-desethylamiodarone in single HepG2 cells by single-cell printing-liquid vortex capture-mass spectrometry journal October 2021
Single-cell MALDI: a new tool for direct peptide profiling journal April 2000
On the Dependency of Cellular Protein Levels on mRNA Abundance journal April 2016
Multiclonal Invasion in Breast Tumors Identified by Topographic Single Cell Sequencing journal January 2018
Prevention of Tamoxifen-related Nonalcoholic Fatty Liver Disease in Breast Cancer Patients journal August 2018
Multimodal mass spectrometry imaging identifies cell-type-specific metabolic and lipidomic variation in the mammalian liver journal April 2024
Mass spectrometry imaging and profiling of single cells journal August 2012
Embracing lipidomics at single-cell resolution: Promises and pitfalls journal March 2023
Recent advances in the field of single-cell proteomics journal January 2023
Single Cell Matrix-Assisted Laser Desorption/Ionization Mass Spectrometry Imaging journal July 2012
The Single-Probe: A Miniaturized Multifunctional Device for Single Cell Mass Spectrometry Analysis journal September 2014
Discriminating Leukemia Cellular Heterogeneity and Screening Metabolite Biomarker Candidates using Label-Free Mass Cytometry journal July 2021
High-Throughput Metabolite Analysis of Unicellular Microalgae by Orthogonal Hybrid Ionization Label-Free Mass Cytometry journal July 2024
Single-Cell Analysis: Visualizing Pharmaceutical and Metabolite Uptake in Cells with Label-Free 3D Mass Spectrometry Imaging journal June 2015
Energy Charge, Redox State, and Metabolite Turnover in Single Human Hepatocytes Revealed by Capillary Microsampling Mass Spectrometry journal October 2015
Single-Cell Analysis Using Drop-on-Demand Inkjet Printing and Probe Electrospray Ionization Mass Spectrometry journal April 2016
In Situ Microprobe Single-Cell Capillary Electrophoresis Mass Spectrometry: Metabolic Reorganization in Single Differentiating Cells in the Live Vertebrate ( Xenopus laevis ) Embryo journal May 2017
T-Probe: An Integrated Microscale Device for Online In Situ Single Cell Analysis and Metabolic Profiling Using Mass Spectrometry journal August 2018
Rapid, Untargeted Chemical Profiling of Single Cells in Their Native Environment journal April 2019
Label-free Mass Cytometry for Unveiling Cellular Metabolic Heterogeneity journal June 2019
Overview of Lipidomic Analysis of Triglyceride Molecular Species in Biological Lipid Extracts journal February 2021
High-Throughput Characterization and Optimization of Polyamide Hydrolase Activity Using Open Port Sampling Interface Mass Spectrometry journal June 2023
Easy and Accessible Workflow for Label-Free Single-Cell Proteomics journal August 2023
Simultaneous epitope and transcriptome measurement in single cells journal July 2017
Direct metabolomics for plant cells by live single-cell mass spectrometry journal August 2015
Single-cell genome sequencing: current state of the science journal January 2016
A single-cell analysis of breast cancer cell lines to study tumour heterogeneity and drug response journal March 2022
Single-cell lipidomics enabled by dual-polarity ionization and ion mobility-mass spectrometry imaging journal August 2023
A single-cell and spatially resolved atlas of human breast cancers journal September 2021
Single-cell metabolomics hits its stride journal December 2021
Guiding the choice of informatics software and tools for lipidomics research applications journal December 2022
Single-cell proteomics enabled by next-generation sequencing or mass spectrometry journal March 2023
LC-MS-based metabolomics journal January 2012
In Situ metabolic analysis of single plant cells by capillary microsampling and electrospray ionization mass spectrometry with ion mobility separation journal January 2014
Analysis of endogenous nucleotides by single cell capillary electrophoresis-mass spectrometry journal January 2014
Advances in mass spectrometry based single-cell metabolomics journal January 2019
Dual cationic–anionic profiling of metabolites in a single identified cell in a live Xenopus laevis embryo by microprobe CE-ESI-MS journal January 2019
Single-cell microfluidic impedance cytometry: from raw signals to cell phenotypes using data analytics journal January 2021
Sample-to-analysis platform for rapid intracellular mass spectrometry from small numbers of cells journal January 2021
Microfluidics enabled multi-omics triple-shot mass spectrometry for cell-based therapies journal January 2024
Tamoxifen induced hepatic steatosis in high-fat feeding rats through SIRT1-Foxo1 suppression and LXR-SREBP1c activation journal July 2022
A practical guide to single-cell RNA-sequencing for biomedical research and clinical applications journal August 2017
Liquid chromatography mass spectrometry-based proteomics: Biological and technological aspects journal December 2010
Risk of fatty liver after long-term use of tamoxifen in patients with breast cancer journal July 2020
Effects of Tamoxifen on Hepatic Fat Content and the Development of Hepatic Steatosis in Patients with Breast Cancer: High Frequency of Involvement and Rapid Reversal After Completion of Tamoxifen Therapy journal January 2003
Flow cytometry: basic principles and applications journal January 2016
Thermal inkjet makes label-free single-cell proteomics accessible and easy journal August 2024
Recent progress and applications of single-cell sequencing technology in breast cancer journal September 2024
The Effect and Mechanism of Tamoxifen-Induced Hepatocyte Steatosis in Vitro journal March 2014
Immediate drop on demand technology (I-DOT) coupled with mass spectrometry via an open port sampling interface journal November 2017