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...
| Published in: | Genome Biology |
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| Main Authors: | , , , , , , , , , , |
| Format: | Article |
| Language: | English |
| Published: |
BMC
2024-02-01
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| Subjects: | |
| Online Access: | https://doi.org/10.1186/s13059-024-03178-x |
| _version_ | 1850378430296621056 |
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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. |
| format | Article |
| id | doaj-art-71e8100ef7ff4548802e158a94de3b06 |
| institution | Directory of Open Access Journals |
| issn | 1474-760X |
| language | English |
| publishDate | 2024-02-01 |
| publisher | BMC |
| record_format | Article |
| 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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