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Kinetochore tracking in 3D from lattice light-sheet imaging data with KiT

MOTIVATION: Lattice light-sheet microscopy (LLSM) is revolutionizing cell biology since it enables fast, high-resolution extended imaging in three dimensions combined with a drastic reduction in photo-toxicity and bleaching. However, analysis of such datasets still remains a major challenge. RESULTS...

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Autores principales: Harrison, Jonathan U, Sen, Onur, McAinsh, Andrew D, Burroughs, Nigel J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9191203/
https://www.ncbi.nlm.nih.gov/pubmed/35579370
http://dx.doi.org/10.1093/bioinformatics/btac330
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author Harrison, Jonathan U
Sen, Onur
McAinsh, Andrew D
Burroughs, Nigel J
author_facet Harrison, Jonathan U
Sen, Onur
McAinsh, Andrew D
Burroughs, Nigel J
author_sort Harrison, Jonathan U
collection PubMed
description MOTIVATION: Lattice light-sheet microscopy (LLSM) is revolutionizing cell biology since it enables fast, high-resolution extended imaging in three dimensions combined with a drastic reduction in photo-toxicity and bleaching. However, analysis of such datasets still remains a major challenge. RESULTS: Automated tracking of kinetochores, the protein complex facilitating and controlling microtubule attachment of the chromosomes within the mitotic spindle, provides quantitative assessment of chromosome dynamics in mitosis. Here, we extend existing open-source kinetochore tracking software (KiT) to track (and pair) kinetochores throughout prometaphase to anaphase in LLSM data. One of the key improvements is a regularization term in the objective function to enforce biological information about the number of kinetochores in a human mitotic cell, as well as improved diagnostic tools. This software provides quantitative insights into how kinetochores robustly ensure congression and segregation of chromosomes during mitosis. AVAILABILITY AND IMPLEMENTATION: KiT is free, open-source software implemented in MATLAB and can be downloaded as a package from https://github.com/cmcb-warwick/KiT. The source repository is available at https://bitbucket.org/jarmond/kit (tag v2.4.0) and under continuing development. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-91912032022-06-14 Kinetochore tracking in 3D from lattice light-sheet imaging data with KiT Harrison, Jonathan U Sen, Onur McAinsh, Andrew D Burroughs, Nigel J Bioinformatics Applications Notes MOTIVATION: Lattice light-sheet microscopy (LLSM) is revolutionizing cell biology since it enables fast, high-resolution extended imaging in three dimensions combined with a drastic reduction in photo-toxicity and bleaching. However, analysis of such datasets still remains a major challenge. RESULTS: Automated tracking of kinetochores, the protein complex facilitating and controlling microtubule attachment of the chromosomes within the mitotic spindle, provides quantitative assessment of chromosome dynamics in mitosis. Here, we extend existing open-source kinetochore tracking software (KiT) to track (and pair) kinetochores throughout prometaphase to anaphase in LLSM data. One of the key improvements is a regularization term in the objective function to enforce biological information about the number of kinetochores in a human mitotic cell, as well as improved diagnostic tools. This software provides quantitative insights into how kinetochores robustly ensure congression and segregation of chromosomes during mitosis. AVAILABILITY AND IMPLEMENTATION: KiT is free, open-source software implemented in MATLAB and can be downloaded as a package from https://github.com/cmcb-warwick/KiT. The source repository is available at https://bitbucket.org/jarmond/kit (tag v2.4.0) and under continuing development. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2022-05-17 /pmc/articles/PMC9191203/ /pubmed/35579370 http://dx.doi.org/10.1093/bioinformatics/btac330 Text en © The Author(s) 2022. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Notes
Harrison, Jonathan U
Sen, Onur
McAinsh, Andrew D
Burroughs, Nigel J
Kinetochore tracking in 3D from lattice light-sheet imaging data with KiT
title Kinetochore tracking in 3D from lattice light-sheet imaging data with KiT
title_full Kinetochore tracking in 3D from lattice light-sheet imaging data with KiT
title_fullStr Kinetochore tracking in 3D from lattice light-sheet imaging data with KiT
title_full_unstemmed Kinetochore tracking in 3D from lattice light-sheet imaging data with KiT
title_short Kinetochore tracking in 3D from lattice light-sheet imaging data with KiT
title_sort kinetochore tracking in 3d from lattice light-sheet imaging data with kit
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9191203/
https://www.ncbi.nlm.nih.gov/pubmed/35579370
http://dx.doi.org/10.1093/bioinformatics/btac330
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