Spatially resolved mass spectrometry at the single cell: recent innovations in proteomics and metabolomics
MJ Taylor, JK Lukowski… - Journal of the American …, 2021 - ACS Publications
Biological systems are composed of heterogeneous populations of cells that
intercommunicate to form a functional living tissue. Biological function varies greatly across …
intercommunicate to form a functional living tissue. Biological function varies greatly across …
[HTML][HTML] Single-cell metabolomics: where are we and where are we going?
I Lanekoff, VV Sharma, C Marques - Current opinion in biotechnology, 2022 - Elsevier
Single-cell metabolomics with mass spectrometry enables a large variety of metabolites to
be simultaneously detected from individual cells, without any preselection or labelling, to …
be simultaneously detected from individual cells, without any preselection or labelling, to …
Imaging of single bacteria with electrochemiluminescence microscopy
Y Zhou, J Dong, P Zhao, J Zhang… - Journal of the …, 2023 - ACS Publications
Rapid and accurate identification of pathogens is crucial for public healthcare and patient
treatment. However, the commonly used analytic tools such as molecular diagnostics and …
treatment. However, the commonly used analytic tools such as molecular diagnostics and …
Fully automated unconstrained analysis of high-resolution mass spectrometry data with machine learning
Mass spectrometry (MS) is a convenient, highly sensitive, and reliable method for the
analysis of complex mixtures, which is vital for materials science, life sciences fields such as …
analysis of complex mixtures, which is vital for materials science, life sciences fields such as …
Trends in artificial intelligence, machine learning, and chemometrics applied to chemical data
R Houhou, T Bocklitz - Analytical Science Advances, 2021 - Wiley Online Library
Artificial intelligence‐based methods such as chemometrics, machine learning, and deep
learning are promising tools that lead to a clearer and better understanding of data. Only …
learning are promising tools that lead to a clearer and better understanding of data. Only …
[HTML][HTML] Advanced materials for precise detection and antibiotic-free inhibition of bacteria
W Liu, R Wang, V Vedarethinam, L Huang… - Materials Today …, 2022 - Elsevier
The infection induced by harmful bacteria has become one of the leading public health
concerns worldwide, threatening social health and the economy. In addition, new and …
concerns worldwide, threatening social health and the economy. In addition, new and …
Early Diagnosis: End-to-End CNN–LSTM Models for Mass Spectrometry Data Classification
Liquid chromatography–mass spectrometry (LC–MS) is a powerful method for cell profiling.
The use of LC–MS technology is a tool of choice for cancer research since it provides …
The use of LC–MS technology is a tool of choice for cancer research since it provides …
Navigating with chemometrics and machine learning in chemistry
PB Joshi - Artificial Intelligence Review, 2023 - Springer
Chemometrics and machine learning are artificial intelligence-based methods stirring a
transformative change in chemistry. Organic synthesis, drug discovery and analytical …
transformative change in chemistry. Organic synthesis, drug discovery and analytical …
Mass spectrometry‐based strategies for single‐cell metabolomics
Single cell analysis has drawn increasing interest from the research community due to its
capability to interrogate cellular heterogeneity, allowing refined tissue classification and …
capability to interrogate cellular heterogeneity, allowing refined tissue classification and …
Integrated pipeline of rapid isolation and analysis of human plasma exosomes for cancer discrimination based on deep learning of MALDI-TOF MS fingerprints
H Zheng, J Zhao, X Wang, S Yan, H Chu… - Analytical …, 2022 - ACS Publications
Plasma exosomes have shown great potential for liquid biopsy in clinical cancer diagnosis.
Herein, we present an integrated strategy for isolating and analyzing exosomes from human …
Herein, we present an integrated strategy for isolating and analyzing exosomes from human …