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High-throughput analysis of tissue microarrays using automated desorption electrospray ionization mass spectrometry

Tissue microarrays (TMAs) are commonly used for the rapid analysis of large numbers of tissue samples, often in morphological assessments but increasingly in spectroscopic analysis, where specific molecular markers are targeted via immunostaining. Here we report the use of an automated high-throughp...

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Autores principales: Morato, Nicolás M., Brown, Hannah Marie, Garcia, Diogo, Middlebrooks, Erik H., Jentoft, Mark, Chaichana, Kaisorn, Quiñones-Hinojosa, Alfredo, Cooks, R. Graham
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9640715/
https://www.ncbi.nlm.nih.gov/pubmed/36344609
http://dx.doi.org/10.1038/s41598-022-22924-4
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author Morato, Nicolás M.
Brown, Hannah Marie
Garcia, Diogo
Middlebrooks, Erik H.
Jentoft, Mark
Chaichana, Kaisorn
Quiñones-Hinojosa, Alfredo
Cooks, R. Graham
author_facet Morato, Nicolás M.
Brown, Hannah Marie
Garcia, Diogo
Middlebrooks, Erik H.
Jentoft, Mark
Chaichana, Kaisorn
Quiñones-Hinojosa, Alfredo
Cooks, R. Graham
author_sort Morato, Nicolás M.
collection PubMed
description Tissue microarrays (TMAs) are commonly used for the rapid analysis of large numbers of tissue samples, often in morphological assessments but increasingly in spectroscopic analysis, where specific molecular markers are targeted via immunostaining. Here we report the use of an automated high-throughput system based on desorption electrospray ionization (DESI) mass spectrometry (MS) for the rapid generation and online analysis of high-density (6144 samples/array) TMAs, at rates better than 1 sample/second. Direct open-air analysis of tissue samples (hundreds of nanograms) not subjected to prior preparation, plus the ability to provide molecular characterization by tandem mass spectrometry (MS/MS), make this experiment versatile and applicable to both targeted and untargeted analysis in a label-free manner. These capabilities are demonstrated in a proof-of-concept study of frozen brain tissue biopsies where we showcase (i) a targeted MS/MS application aimed at identification of isocitrate dehydrogenase mutation in glioma samples and (ii) an untargeted MS tissue type classification using lipid profiles and correlation with tumor cell percentage estimates from histopathology. The small sample sizes and large sample numbers accessible with this methodology make for a powerful analytical system that facilitates the identification of molecular markers for later use in intraoperative applications to guide precision surgeries and ultimately improve patient outcomes.
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spelling pubmed-96407152022-11-15 High-throughput analysis of tissue microarrays using automated desorption electrospray ionization mass spectrometry Morato, Nicolás M. Brown, Hannah Marie Garcia, Diogo Middlebrooks, Erik H. Jentoft, Mark Chaichana, Kaisorn Quiñones-Hinojosa, Alfredo Cooks, R. Graham Sci Rep Article Tissue microarrays (TMAs) are commonly used for the rapid analysis of large numbers of tissue samples, often in morphological assessments but increasingly in spectroscopic analysis, where specific molecular markers are targeted via immunostaining. Here we report the use of an automated high-throughput system based on desorption electrospray ionization (DESI) mass spectrometry (MS) for the rapid generation and online analysis of high-density (6144 samples/array) TMAs, at rates better than 1 sample/second. Direct open-air analysis of tissue samples (hundreds of nanograms) not subjected to prior preparation, plus the ability to provide molecular characterization by tandem mass spectrometry (MS/MS), make this experiment versatile and applicable to both targeted and untargeted analysis in a label-free manner. These capabilities are demonstrated in a proof-of-concept study of frozen brain tissue biopsies where we showcase (i) a targeted MS/MS application aimed at identification of isocitrate dehydrogenase mutation in glioma samples and (ii) an untargeted MS tissue type classification using lipid profiles and correlation with tumor cell percentage estimates from histopathology. The small sample sizes and large sample numbers accessible with this methodology make for a powerful analytical system that facilitates the identification of molecular markers for later use in intraoperative applications to guide precision surgeries and ultimately improve patient outcomes. Nature Publishing Group UK 2022-11-07 /pmc/articles/PMC9640715/ /pubmed/36344609 http://dx.doi.org/10.1038/s41598-022-22924-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Morato, Nicolás M.
Brown, Hannah Marie
Garcia, Diogo
Middlebrooks, Erik H.
Jentoft, Mark
Chaichana, Kaisorn
Quiñones-Hinojosa, Alfredo
Cooks, R. Graham
High-throughput analysis of tissue microarrays using automated desorption electrospray ionization mass spectrometry
title High-throughput analysis of tissue microarrays using automated desorption electrospray ionization mass spectrometry
title_full High-throughput analysis of tissue microarrays using automated desorption electrospray ionization mass spectrometry
title_fullStr High-throughput analysis of tissue microarrays using automated desorption electrospray ionization mass spectrometry
title_full_unstemmed High-throughput analysis of tissue microarrays using automated desorption electrospray ionization mass spectrometry
title_short High-throughput analysis of tissue microarrays using automated desorption electrospray ionization mass spectrometry
title_sort high-throughput analysis of tissue microarrays using automated desorption electrospray ionization mass spectrometry
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9640715/
https://www.ncbi.nlm.nih.gov/pubmed/36344609
http://dx.doi.org/10.1038/s41598-022-22924-4
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