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Precise co-registration of mass spectrometry imaging, histology, and laser microdissection-based omics

Mass spectrometry imaging (MSI) is an analytical technique for the unlabeled and multiplex imaging of molecules in biological tissue sections. It therefore enables the spatial and molecular annotations of tissues complementary to histology. It has already been shown that MSI can guide subsequent mat...

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Autores principales: Dewez, Frédéric, Martin-Lorenzo, Marta, Herfs, Michael, Baiwir, Dominique, Mazzucchelli, Gabriel, De Pauw, Edwin, Heeren, Ron M.A., Balluff, Benjamin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6704276/
https://www.ncbi.nlm.nih.gov/pubmed/31263919
http://dx.doi.org/10.1007/s00216-019-01983-z
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author Dewez, Frédéric
Martin-Lorenzo, Marta
Herfs, Michael
Baiwir, Dominique
Mazzucchelli, Gabriel
De Pauw, Edwin
Heeren, Ron M.A.
Balluff, Benjamin
author_facet Dewez, Frédéric
Martin-Lorenzo, Marta
Herfs, Michael
Baiwir, Dominique
Mazzucchelli, Gabriel
De Pauw, Edwin
Heeren, Ron M.A.
Balluff, Benjamin
author_sort Dewez, Frédéric
collection PubMed
description Mass spectrometry imaging (MSI) is an analytical technique for the unlabeled and multiplex imaging of molecules in biological tissue sections. It therefore enables the spatial and molecular annotations of tissues complementary to histology. It has already been shown that MSI can guide subsequent material isolation technologies such as laser microdissection (LMD) to enable a more in-depth molecular characterization of MSI-highlighted tissue regions. However, with MSI now reaching spatial resolutions at the single-cell scale, there is a need for a precise co-registration between MSI and the LMD. As proof-of-principle, MSI of lipids was performed on a breast cancer tissue followed by a segmentation of the data to detect molecularly distinct segments within its tumor areas. After image processing of the segmentation results, the coordinates of the MSI-detected segments were passed to the LMD system by three co-registration steps. The errors of each co-registration step were quantified and the total error was found to be less than 13 μm. With this link established, MSI data can now accurately guide LMD to excise MSI-defined regions of interest for subsequent extract-based analyses. In our example, the excised tissue material was then subjected to ultrasensitive microproteomics in order to determine predominant molecular mechanisms in each of the MSI-highlighted intratumor segments. This work shows how the strengths of MSI, histology, and extract-based omics can be combined to enable a more comprehensive molecular characterization of in situ biological processes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00216-019-01983-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-67042762019-09-06 Precise co-registration of mass spectrometry imaging, histology, and laser microdissection-based omics Dewez, Frédéric Martin-Lorenzo, Marta Herfs, Michael Baiwir, Dominique Mazzucchelli, Gabriel De Pauw, Edwin Heeren, Ron M.A. Balluff, Benjamin Anal Bioanal Chem Communication Mass spectrometry imaging (MSI) is an analytical technique for the unlabeled and multiplex imaging of molecules in biological tissue sections. It therefore enables the spatial and molecular annotations of tissues complementary to histology. It has already been shown that MSI can guide subsequent material isolation technologies such as laser microdissection (LMD) to enable a more in-depth molecular characterization of MSI-highlighted tissue regions. However, with MSI now reaching spatial resolutions at the single-cell scale, there is a need for a precise co-registration between MSI and the LMD. As proof-of-principle, MSI of lipids was performed on a breast cancer tissue followed by a segmentation of the data to detect molecularly distinct segments within its tumor areas. After image processing of the segmentation results, the coordinates of the MSI-detected segments were passed to the LMD system by three co-registration steps. The errors of each co-registration step were quantified and the total error was found to be less than 13 μm. With this link established, MSI data can now accurately guide LMD to excise MSI-defined regions of interest for subsequent extract-based analyses. In our example, the excised tissue material was then subjected to ultrasensitive microproteomics in order to determine predominant molecular mechanisms in each of the MSI-highlighted intratumor segments. This work shows how the strengths of MSI, histology, and extract-based omics can be combined to enable a more comprehensive molecular characterization of in situ biological processes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00216-019-01983-z) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2019-07-01 2019 /pmc/articles/PMC6704276/ /pubmed/31263919 http://dx.doi.org/10.1007/s00216-019-01983-z Text en © The Author(s) 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Communication
Dewez, Frédéric
Martin-Lorenzo, Marta
Herfs, Michael
Baiwir, Dominique
Mazzucchelli, Gabriel
De Pauw, Edwin
Heeren, Ron M.A.
Balluff, Benjamin
Precise co-registration of mass spectrometry imaging, histology, and laser microdissection-based omics
title Precise co-registration of mass spectrometry imaging, histology, and laser microdissection-based omics
title_full Precise co-registration of mass spectrometry imaging, histology, and laser microdissection-based omics
title_fullStr Precise co-registration of mass spectrometry imaging, histology, and laser microdissection-based omics
title_full_unstemmed Precise co-registration of mass spectrometry imaging, histology, and laser microdissection-based omics
title_short Precise co-registration of mass spectrometry imaging, histology, and laser microdissection-based omics
title_sort precise co-registration of mass spectrometry imaging, histology, and laser microdissection-based omics
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6704276/
https://www.ncbi.nlm.nih.gov/pubmed/31263919
http://dx.doi.org/10.1007/s00216-019-01983-z
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