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Rapid and fully automated blood vasculature analysis in 3D light-sheet image volumes of different organs

Light-sheet fluorescence microscopy (LSFM) can produce high-resolution tomograms of tissue vasculature with high accuracy. However, data processing and analysis is laborious due to the size of the datasets. Here, we introduce VesselExpress, an automated software that reliably analyzes six characteri...

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Autores principales: Spangenberg, Philippa, Hagemann, Nina, Squire, Anthony, Förster, Nils, Krauß, Sascha D., Qi, Yachao, Mohamud Yusuf, Ayan, Wang, Jing, Grüneboom, Anika, Kowitz, Lennart, Korste, Sebastian, Totzeck, Matthias, Cibir, Zülal, Tuz, Ali Ata, Singh, Vikramjeet, Siemes, Devon, Struensee, Laura, Engel, Daniel R., Ludewig, Peter, Martins Nascentes Melo, Luiza, Helfrich, Iris, Chen, Jianxu, Gunzer, Matthias, Hermann, Dirk M., Mosig, Axel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10088239/
https://www.ncbi.nlm.nih.gov/pubmed/37056368
http://dx.doi.org/10.1016/j.crmeth.2023.100436
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author Spangenberg, Philippa
Hagemann, Nina
Squire, Anthony
Förster, Nils
Krauß, Sascha D.
Qi, Yachao
Mohamud Yusuf, Ayan
Wang, Jing
Grüneboom, Anika
Kowitz, Lennart
Korste, Sebastian
Totzeck, Matthias
Cibir, Zülal
Tuz, Ali Ata
Singh, Vikramjeet
Siemes, Devon
Struensee, Laura
Engel, Daniel R.
Ludewig, Peter
Martins Nascentes Melo, Luiza
Helfrich, Iris
Chen, Jianxu
Gunzer, Matthias
Hermann, Dirk M.
Mosig, Axel
author_facet Spangenberg, Philippa
Hagemann, Nina
Squire, Anthony
Förster, Nils
Krauß, Sascha D.
Qi, Yachao
Mohamud Yusuf, Ayan
Wang, Jing
Grüneboom, Anika
Kowitz, Lennart
Korste, Sebastian
Totzeck, Matthias
Cibir, Zülal
Tuz, Ali Ata
Singh, Vikramjeet
Siemes, Devon
Struensee, Laura
Engel, Daniel R.
Ludewig, Peter
Martins Nascentes Melo, Luiza
Helfrich, Iris
Chen, Jianxu
Gunzer, Matthias
Hermann, Dirk M.
Mosig, Axel
author_sort Spangenberg, Philippa
collection PubMed
description Light-sheet fluorescence microscopy (LSFM) can produce high-resolution tomograms of tissue vasculature with high accuracy. However, data processing and analysis is laborious due to the size of the datasets. Here, we introduce VesselExpress, an automated software that reliably analyzes six characteristic vascular network parameters including vessel diameter in LSFM data on average computing hardware. VesselExpress is ∼100 times faster than other existing vessel analysis tools, requires no user interaction, and integrates batch processing and parallelization. Employing an innovative dual Frangi filter approach, we show that obesity induces a large-scale modulation of brain vasculature in mice and that seven other major organs differ strongly in their 3D vascular makeup. Hence, VesselExpress transforms LSFM from an observational to an analytical working tool.
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spelling pubmed-100882392023-04-12 Rapid and fully automated blood vasculature analysis in 3D light-sheet image volumes of different organs Spangenberg, Philippa Hagemann, Nina Squire, Anthony Förster, Nils Krauß, Sascha D. Qi, Yachao Mohamud Yusuf, Ayan Wang, Jing Grüneboom, Anika Kowitz, Lennart Korste, Sebastian Totzeck, Matthias Cibir, Zülal Tuz, Ali Ata Singh, Vikramjeet Siemes, Devon Struensee, Laura Engel, Daniel R. Ludewig, Peter Martins Nascentes Melo, Luiza Helfrich, Iris Chen, Jianxu Gunzer, Matthias Hermann, Dirk M. Mosig, Axel Cell Rep Methods Article Light-sheet fluorescence microscopy (LSFM) can produce high-resolution tomograms of tissue vasculature with high accuracy. However, data processing and analysis is laborious due to the size of the datasets. Here, we introduce VesselExpress, an automated software that reliably analyzes six characteristic vascular network parameters including vessel diameter in LSFM data on average computing hardware. VesselExpress is ∼100 times faster than other existing vessel analysis tools, requires no user interaction, and integrates batch processing and parallelization. Employing an innovative dual Frangi filter approach, we show that obesity induces a large-scale modulation of brain vasculature in mice and that seven other major organs differ strongly in their 3D vascular makeup. Hence, VesselExpress transforms LSFM from an observational to an analytical working tool. Elsevier 2023-03-17 /pmc/articles/PMC10088239/ /pubmed/37056368 http://dx.doi.org/10.1016/j.crmeth.2023.100436 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Spangenberg, Philippa
Hagemann, Nina
Squire, Anthony
Förster, Nils
Krauß, Sascha D.
Qi, Yachao
Mohamud Yusuf, Ayan
Wang, Jing
Grüneboom, Anika
Kowitz, Lennart
Korste, Sebastian
Totzeck, Matthias
Cibir, Zülal
Tuz, Ali Ata
Singh, Vikramjeet
Siemes, Devon
Struensee, Laura
Engel, Daniel R.
Ludewig, Peter
Martins Nascentes Melo, Luiza
Helfrich, Iris
Chen, Jianxu
Gunzer, Matthias
Hermann, Dirk M.
Mosig, Axel
Rapid and fully automated blood vasculature analysis in 3D light-sheet image volumes of different organs
title Rapid and fully automated blood vasculature analysis in 3D light-sheet image volumes of different organs
title_full Rapid and fully automated blood vasculature analysis in 3D light-sheet image volumes of different organs
title_fullStr Rapid and fully automated blood vasculature analysis in 3D light-sheet image volumes of different organs
title_full_unstemmed Rapid and fully automated blood vasculature analysis in 3D light-sheet image volumes of different organs
title_short Rapid and fully automated blood vasculature analysis in 3D light-sheet image volumes of different organs
title_sort rapid and fully automated blood vasculature analysis in 3d light-sheet image volumes of different organs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10088239/
https://www.ncbi.nlm.nih.gov/pubmed/37056368
http://dx.doi.org/10.1016/j.crmeth.2023.100436
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