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CNR ExploRA
Article . 2019
Data sources: CNR ExploRA
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Methods
Article . 2020 . Peer-reviewed
License: Elsevier TDM
Data sources: Crossref
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Methods
Article . 2021
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Inference of chromosome 3D structures from GAM data by a physics computational approach

Authors: Fiorillo L.; Bianco S.; Chiariello A. M.; Barbieri M.; Esposito A.; Annunziatella C.; Conte M.; +4 Authors

Inference of chromosome 3D structures from GAM data by a physics computational approach

Abstract

The combination of modelling and experimental advances can provide deep insights for understanding chromatin 3D organization and ultimately its underlying mechanisms. In particular, models of polymer physics can help comprehend the complexity of genomic contact maps, as those emerging from technologies such as Hi-C, GAM or SPRITE. Here we discuss a method to reconstruct 3D structures from Genome Architecture Mapping (GAM) data, based on PRISMR, a computational approach introduced to find the minimal polymer model best describing Hi-C input data from only polymer physics. After recapitulating the PRISMR procedure, we describe how we extended it for treating GAM data. We successfully test the method on a 6 Mb region around the Sox9 gene and, at a lower resolution, on the whole chromosome 7 in mouse embryonic stem cells. The PRISMR derived 3D structures from GAM co-segregation data are finally validated against independent Hi-C contact maps. The method results to be versatile and robust, hinting that it can be similarly applied to different experimental data, such as SPRITE or microscopy distance data.

Country
Italy
Keywords

Genome, Polymers, Statistical Physics, Physics, Statistical Physics; Molecular Biology, Molecular Conformation, Chromosome Mapping, Mouse Embryonic Stem Cells, SOX9 Transcription Factor, Chromosomes, GAM data, Mice, Models, Chemical, Genetic Loci, Animals, Molecular Biology

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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
14
Top 10%
Average
Top 10%
Green