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Scool: a new data storage format for single-cell Hi-C data

MOTIVATION: Single-cell Hi-C research currently lacks an efficient, easy to use and shareable data storage format. Recent studies have used a variety of sub-optimal solutions: publishing raw data only, text-based interaction matrices, or reusing established Hi-C storage formats for single interactio...

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Detalles Bibliográficos
Autores principales: Wolff, Joachim, Abdennur, Nezar, Backofen, Rolf, Grüning, Björn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8337000/
https://www.ncbi.nlm.nih.gov/pubmed/33135074
http://dx.doi.org/10.1093/bioinformatics/btaa924
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author Wolff, Joachim
Abdennur, Nezar
Backofen, Rolf
Grüning, Björn
author_facet Wolff, Joachim
Abdennur, Nezar
Backofen, Rolf
Grüning, Björn
author_sort Wolff, Joachim
collection PubMed
description MOTIVATION: Single-cell Hi-C research currently lacks an efficient, easy to use and shareable data storage format. Recent studies have used a variety of sub-optimal solutions: publishing raw data only, text-based interaction matrices, or reusing established Hi-C storage formats for single interaction matrices. These approaches are storage and pre-processing intensive, require long labour time and are often error-prone. RESULTS: The single-cell cooler file format (scool) provides an efficient, user-friendly and storage-saving approach for single-cell Hi-C data. It is a flavour of the established cooler format and guarantees stable API support. AVAILABILITY AND IMPLEMENTATION: The single-cell cooler format is part of the cooler file format as of API version 0.8.9. It is available via pip, conda and github: https://github.com/mirnylab/cooler. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-83370002021-08-09 Scool: a new data storage format for single-cell Hi-C data Wolff, Joachim Abdennur, Nezar Backofen, Rolf Grüning, Björn Bioinformatics Applications Notes MOTIVATION: Single-cell Hi-C research currently lacks an efficient, easy to use and shareable data storage format. Recent studies have used a variety of sub-optimal solutions: publishing raw data only, text-based interaction matrices, or reusing established Hi-C storage formats for single interaction matrices. These approaches are storage and pre-processing intensive, require long labour time and are often error-prone. RESULTS: The single-cell cooler file format (scool) provides an efficient, user-friendly and storage-saving approach for single-cell Hi-C data. It is a flavour of the established cooler format and guarantees stable API support. AVAILABILITY AND IMPLEMENTATION: The single-cell cooler format is part of the cooler file format as of API version 0.8.9. It is available via pip, conda and github: https://github.com/mirnylab/cooler. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2020-11-02 /pmc/articles/PMC8337000/ /pubmed/33135074 http://dx.doi.org/10.1093/bioinformatics/btaa924 Text en © The Author(s) 2020. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Applications Notes
Wolff, Joachim
Abdennur, Nezar
Backofen, Rolf
Grüning, Björn
Scool: a new data storage format for single-cell Hi-C data
title Scool: a new data storage format for single-cell Hi-C data
title_full Scool: a new data storage format for single-cell Hi-C data
title_fullStr Scool: a new data storage format for single-cell Hi-C data
title_full_unstemmed Scool: a new data storage format for single-cell Hi-C data
title_short Scool: a new data storage format for single-cell Hi-C data
title_sort scool: a new data storage format for single-cell hi-c data
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8337000/
https://www.ncbi.nlm.nih.gov/pubmed/33135074
http://dx.doi.org/10.1093/bioinformatics/btaa924
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