scholarly journals Towards early monitoring of chemotherapy-induced drug resistance based on single cell metabolomics: Combining single-probe mass spectrometry with machine learning

2019 ◽  
Vol 1092 ◽  
pp. 42-48 ◽  
Author(s):  
Renmeng Liu ◽  
Mei Sun ◽  
Genwei Zhang ◽  
Yunpeng Lan ◽  
Zhibo Yang
Keyword(s):  
Machine Learning ◽  
Mass Spectrometry ◽  
Drug Resistance ◽  
Single Cell ◽  
Single Probe ◽  
Cell Metabolomics

scholarly journals Trace, Machine Learning of Signal Images for Trace-Sensitive Mass Spectrometry: A Case Study from Single-Cell Metabolomics

2019 ◽  
Vol 91 (9) ◽  
pp. 5768-5776 ◽  
Author(s):  
Zhichao Liu ◽  
Erika P. Portero ◽  
Yiren Jian ◽  
Yunjie Zhao ◽  
Rosemary M. Onjiko ◽  
...  
Keyword(s):  
Machine Learning ◽  
Mass Spectrometry ◽  
Single Cell ◽  
Cell Metabolomics

Single-cell Metabolomics Analysis by Microfluidics and Mass Spectrometry: Recent New Advances

2020 ◽  
Vol 4 (3) ◽  
pp. 198-209 ◽  
Author(s):  
Disheng Feng ◽  
Tianrun Xu ◽  
Hang Li ◽  
Xianzhe Shi ◽  
Guowang Xu
Keyword(s):  
Mass Spectrometry ◽  
Single Cell ◽  
Metabolomics Analysis ◽  
Cell Metabolomics

scholarly journals Advances in mass spectrometry based single-cell metabolomics

The Analyst ◽  
2019 ◽  
Vol 144 (3) ◽  
pp. 782-793 ◽  
Author(s):  
Kyle D. Duncan ◽  
Jonas Fyrestam ◽  
Ingela Lanekoff
Keyword(s):  
Mass Spectrometry ◽  
Single Cell ◽  
Biological Activities ◽  
Health And Disease ◽  
Cell Metabolomics

Single cell metabolomics using mass spectrometry can contribute to understanding biological activities in health and disease.

scholarly journals Laser cleavable probes for in situ multiplexed glycan detection by single cell mass spectrometry

2019 ◽  
Vol 10 (47) ◽  
pp. 10958-10962 ◽  
Author(s):  
Jing Han ◽  
Xi Huang ◽  
Huihui Liu ◽  
Jiyun Wang ◽  
Caiqiao Xiong ◽  
...  
Keyword(s):  
Mass Spectrometry ◽  
Drug Resistance ◽  
Single Cell ◽  
Cell Mass ◽  
Ionization Efficiency ◽  
Single Cell Level ◽  
Cell Level ◽  
Cell Mass Spectrometry ◽  
The Relationship

A single-cell MS approach for multiplexed glycan detection to investigate the relationship between drug resistance and glycans at a single-cell level and quantify multiple glycans, overcoming the limit of low ionization efficiency of glycans.

Single-Cell Metabolomics by Mass Spectrometry for Drug Discovery: Moving Forward

2017 ◽  
Vol 06 (02) ◽  
Author(s):  
Raddassi K ◽  
Wu T ◽  
Nassar SF ◽  
Wisnewski AV
Keyword(s):  
Mass Spectrometry ◽  
Drug Discovery ◽  
Single Cell ◽  
Cell Metabolomics
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