pyHiM: a new open-source, multi-platform software package for spatial genomics based on multiplexed DNA-FISH imaging

Abstract Genome-wide ensemble sequencing methods improved our understanding of chromatin organization in eukaryotes but lack the ability to capture single-cell heterogeneity and spatial organization. To overcome these limitations, new imaging-based methods have emerged, giving rise to the field of s...

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Published in:Genome Biology
Main Authors: Xavier Devos, Jean-Bernard Fiche, Marion Bardou, Olivier Messina, Christophe Houbron, Julian Gurgo, Marie Schaeffer, Markus Götz, Thomas Walter, Florian Mueller, Marcelo Nollmann
Format: Article
Language:English
Published: BMC 2024-02-01
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Online Access:https://doi.org/10.1186/s13059-024-03178-x
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author Xavier Devos
Jean-Bernard Fiche
Marion Bardou
Olivier Messina
Christophe Houbron
Julian Gurgo
Marie Schaeffer
Markus Götz
Thomas Walter
Florian Mueller
Marcelo Nollmann
author_facet Xavier Devos
Jean-Bernard Fiche
Marion Bardou
Olivier Messina
Christophe Houbron
Julian Gurgo
Marie Schaeffer
Markus Götz
Thomas Walter
Florian Mueller
Marcelo Nollmann
author_sort Xavier Devos
collection DOAJ
container_title Genome Biology
description Abstract Genome-wide ensemble sequencing methods improved our understanding of chromatin organization in eukaryotes but lack the ability to capture single-cell heterogeneity and spatial organization. To overcome these limitations, new imaging-based methods have emerged, giving rise to the field of spatial genomics. Here, we present pyHiM, a user-friendly python toolbox specifically designed for the analysis of multiplexed DNA-FISH data and the reconstruction of chromatin traces in individual cells. pyHiM employs a modular architecture, allowing independent execution of analysis steps and customization according to sample specificity and computing resources. pyHiM aims to facilitate the democratization and standardization of spatial genomics analysis.
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spelling doaj-art-71e8100ef7ff4548802e158a94de3b062025-08-19T22:58:26ZengBMCGenome Biology1474-760X2024-02-0125111110.1186/s13059-024-03178-xpyHiM: a new open-source, multi-platform software package for spatial genomics based on multiplexed DNA-FISH imagingXavier Devos0Jean-Bernard Fiche1Marion Bardou2Olivier Messina3Christophe Houbron4Julian Gurgo5Marie Schaeffer6Markus Götz7Thomas Walter8Florian Mueller9Marcelo Nollmann10Centre de Biologie Structurale, Univ Montpellier, CNRS UMR 5048, INSERM U1054Centre de Biologie Structurale, Univ Montpellier, CNRS UMR 5048, INSERM U1054Centre de Biologie Structurale, Univ Montpellier, CNRS UMR 5048, INSERM U1054Centre de Biologie Structurale, Univ Montpellier, CNRS UMR 5048, INSERM U1054Centre de Biologie Structurale, Univ Montpellier, CNRS UMR 5048, INSERM U1054Centre de Biologie Structurale, Univ Montpellier, CNRS UMR 5048, INSERM U1054Centre de Biologie Structurale, Univ Montpellier, CNRS UMR 5048, INSERM U1054Centre de Biologie Structurale, Univ Montpellier, CNRS UMR 5048, INSERM U1054Centre for Computational Biology (CBIO), Mines Paris, PSL UniversityImaging and Modeling Unit, Institut Pasteur, Université Paris CitéCentre de Biologie Structurale, Univ Montpellier, CNRS UMR 5048, INSERM U1054Abstract Genome-wide ensemble sequencing methods improved our understanding of chromatin organization in eukaryotes but lack the ability to capture single-cell heterogeneity and spatial organization. To overcome these limitations, new imaging-based methods have emerged, giving rise to the field of spatial genomics. Here, we present pyHiM, a user-friendly python toolbox specifically designed for the analysis of multiplexed DNA-FISH data and the reconstruction of chromatin traces in individual cells. pyHiM employs a modular architecture, allowing independent execution of analysis steps and customization according to sample specificity and computing resources. pyHiM aims to facilitate the democratization and standardization of spatial genomics analysis.https://doi.org/10.1186/s13059-024-03178-xSpatial genomics3D chromatin structureTranscriptionImagingBioimage informatics
spellingShingle Xavier Devos
Jean-Bernard Fiche
Marion Bardou
Olivier Messina
Christophe Houbron
Julian Gurgo
Marie Schaeffer
Markus Götz
Thomas Walter
Florian Mueller
Marcelo Nollmann
pyHiM: a new open-source, multi-platform software package for spatial genomics based on multiplexed DNA-FISH imaging
Spatial genomics
3D chromatin structure
Transcription
Imaging
Bioimage informatics
title pyHiM: a new open-source, multi-platform software package for spatial genomics based on multiplexed DNA-FISH imaging
title_full pyHiM: a new open-source, multi-platform software package for spatial genomics based on multiplexed DNA-FISH imaging
title_fullStr pyHiM: a new open-source, multi-platform software package for spatial genomics based on multiplexed DNA-FISH imaging
title_full_unstemmed pyHiM: a new open-source, multi-platform software package for spatial genomics based on multiplexed DNA-FISH imaging
title_short pyHiM: a new open-source, multi-platform software package for spatial genomics based on multiplexed DNA-FISH imaging
title_sort pyhim a new open source multi platform software package for spatial genomics based on multiplexed dna fish imaging
topic Spatial genomics
3D chromatin structure
Transcription
Imaging
Bioimage informatics
url https://doi.org/10.1186/s13059-024-03178-x
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