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Precise Anatomic Localization of Accumulated Lipids in Mfp2 Deficient Murine Brains Through Automated Registration of SIMS Images to the Allen Brain Atlas

Mass spectrometry imaging (MSI) is a powerful tool for the molecular characterization of specific tissue regions. Histochemical staining provides anatomic information complementary to MSI data. The combination of both modalities has been proven to be beneficial. However, direct comparison of histolo...

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Autores principales: Škrášková, Karolina, Khmelinskii, Artem, Abdelmoula, Walid M., De Munter, Stephanie, Baes, Myriam, McDonnell, Liam, Dijkstra, Jouke, Heeren, Ron M. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4422856/
https://www.ncbi.nlm.nih.gov/pubmed/25916600
http://dx.doi.org/10.1007/s13361-015-1146-6
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author Škrášková, Karolina
Khmelinskii, Artem
Abdelmoula, Walid M.
De Munter, Stephanie
Baes, Myriam
McDonnell, Liam
Dijkstra, Jouke
Heeren, Ron M. A.
author_facet Škrášková, Karolina
Khmelinskii, Artem
Abdelmoula, Walid M.
De Munter, Stephanie
Baes, Myriam
McDonnell, Liam
Dijkstra, Jouke
Heeren, Ron M. A.
author_sort Škrášková, Karolina
collection PubMed
description Mass spectrometry imaging (MSI) is a powerful tool for the molecular characterization of specific tissue regions. Histochemical staining provides anatomic information complementary to MSI data. The combination of both modalities has been proven to be beneficial. However, direct comparison of histology based and mass spectrometry-based molecular images can become problematic because of potential tissue damages or changes caused by different sample preparation. Curated atlases such as the Allen Brain Atlas (ABA) offer a collection of highly detailed and standardized anatomic information. Direct comparison of MSI brain data to the ABA allows for conclusions to be drawn on precise anatomic localization of the molecular signal. Here we applied secondary ion mass spectrometry imaging at high spatial resolution to study brains of knock-out mouse models with impaired peroxisomal β-oxidation. Murine models were lacking D-multifunctional protein (MFP2), which is involved in degradation of very long chain fatty acids. SIMS imaging revealed deposits of fatty acids within distinct brain regions. Manual comparison of the MSI data with the histologic stains did not allow for an unequivocal anatomic identification of the fatty acids rich regions. We further employed an automated pipeline for co-registration of the SIMS data to the ABA. The registration enabled precise anatomic annotation of the brain structures with the revealed lipid deposits. The precise anatomic localization allowed for a deeper insight into the pathology of Mfp2 deficient mouse models. [Figure: see text] ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s13361-015-1146-6) contains supplementary material, which is available to authorized users.
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spelling pubmed-44228562015-05-13 Precise Anatomic Localization of Accumulated Lipids in Mfp2 Deficient Murine Brains Through Automated Registration of SIMS Images to the Allen Brain Atlas Škrášková, Karolina Khmelinskii, Artem Abdelmoula, Walid M. De Munter, Stephanie Baes, Myriam McDonnell, Liam Dijkstra, Jouke Heeren, Ron M. A. J Am Soc Mass Spectrom Focus: Imaging Mass Spectrometry: Research Article Mass spectrometry imaging (MSI) is a powerful tool for the molecular characterization of specific tissue regions. Histochemical staining provides anatomic information complementary to MSI data. The combination of both modalities has been proven to be beneficial. However, direct comparison of histology based and mass spectrometry-based molecular images can become problematic because of potential tissue damages or changes caused by different sample preparation. Curated atlases such as the Allen Brain Atlas (ABA) offer a collection of highly detailed and standardized anatomic information. Direct comparison of MSI brain data to the ABA allows for conclusions to be drawn on precise anatomic localization of the molecular signal. Here we applied secondary ion mass spectrometry imaging at high spatial resolution to study brains of knock-out mouse models with impaired peroxisomal β-oxidation. Murine models were lacking D-multifunctional protein (MFP2), which is involved in degradation of very long chain fatty acids. SIMS imaging revealed deposits of fatty acids within distinct brain regions. Manual comparison of the MSI data with the histologic stains did not allow for an unequivocal anatomic identification of the fatty acids rich regions. We further employed an automated pipeline for co-registration of the SIMS data to the ABA. The registration enabled precise anatomic annotation of the brain structures with the revealed lipid deposits. The precise anatomic localization allowed for a deeper insight into the pathology of Mfp2 deficient mouse models. [Figure: see text] ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s13361-015-1146-6) contains supplementary material, which is available to authorized users. Springer US 2015-04-28 2015 /pmc/articles/PMC4422856/ /pubmed/25916600 http://dx.doi.org/10.1007/s13361-015-1146-6 Text en © The Author(s) 2015 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 Focus: Imaging Mass Spectrometry: Research Article
Škrášková, Karolina
Khmelinskii, Artem
Abdelmoula, Walid M.
De Munter, Stephanie
Baes, Myriam
McDonnell, Liam
Dijkstra, Jouke
Heeren, Ron M. A.
Precise Anatomic Localization of Accumulated Lipids in Mfp2 Deficient Murine Brains Through Automated Registration of SIMS Images to the Allen Brain Atlas
title Precise Anatomic Localization of Accumulated Lipids in Mfp2 Deficient Murine Brains Through Automated Registration of SIMS Images to the Allen Brain Atlas
title_full Precise Anatomic Localization of Accumulated Lipids in Mfp2 Deficient Murine Brains Through Automated Registration of SIMS Images to the Allen Brain Atlas
title_fullStr Precise Anatomic Localization of Accumulated Lipids in Mfp2 Deficient Murine Brains Through Automated Registration of SIMS Images to the Allen Brain Atlas
title_full_unstemmed Precise Anatomic Localization of Accumulated Lipids in Mfp2 Deficient Murine Brains Through Automated Registration of SIMS Images to the Allen Brain Atlas
title_short Precise Anatomic Localization of Accumulated Lipids in Mfp2 Deficient Murine Brains Through Automated Registration of SIMS Images to the Allen Brain Atlas
title_sort precise anatomic localization of accumulated lipids in mfp2 deficient murine brains through automated registration of sims images to the allen brain atlas
topic Focus: Imaging Mass Spectrometry: Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4422856/
https://www.ncbi.nlm.nih.gov/pubmed/25916600
http://dx.doi.org/10.1007/s13361-015-1146-6
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