Cargando…

spatzie: an R package for identifying significant transcription factor motif co-enrichment from enhancer–promoter interactions

Genomic interactions provide important context to our understanding of the state of the genome. One question is whether specific transcription factor interactions give rise to genome organization. We introduce spatzie, an R package and a website that implements statistical tests for significant tran...

Descripción completa

Detalles Bibliográficos
Autores principales: Hammelman, Jennifer, Krismer, Konstantin, Gifford, David K
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9122533/
https://www.ncbi.nlm.nih.gov/pubmed/35100401
http://dx.doi.org/10.1093/nar/gkac036
_version_ 1784711364424499200
author Hammelman, Jennifer
Krismer, Konstantin
Gifford, David K
author_facet Hammelman, Jennifer
Krismer, Konstantin
Gifford, David K
author_sort Hammelman, Jennifer
collection PubMed
description Genomic interactions provide important context to our understanding of the state of the genome. One question is whether specific transcription factor interactions give rise to genome organization. We introduce spatzie, an R package and a website that implements statistical tests for significant transcription factor motif cooperativity between enhancer–promoter interactions. We conducted controlled experiments under realistic simulated data from ChIP-seq to confirm spatzie is capable of discovering co-enriched motif interactions even in noisy conditions. We then use spatzie to investigate cell type specific transcription factor cooperativity within recent human ChIA-PET enhancer–promoter interaction data. The method is available online at https://spatzie.mit.edu.
format Online
Article
Text
id pubmed-9122533
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-91225332022-05-23 spatzie: an R package for identifying significant transcription factor motif co-enrichment from enhancer–promoter interactions Hammelman, Jennifer Krismer, Konstantin Gifford, David K Nucleic Acids Res Methods Online Genomic interactions provide important context to our understanding of the state of the genome. One question is whether specific transcription factor interactions give rise to genome organization. We introduce spatzie, an R package and a website that implements statistical tests for significant transcription factor motif cooperativity between enhancer–promoter interactions. We conducted controlled experiments under realistic simulated data from ChIP-seq to confirm spatzie is capable of discovering co-enriched motif interactions even in noisy conditions. We then use spatzie to investigate cell type specific transcription factor cooperativity within recent human ChIA-PET enhancer–promoter interaction data. The method is available online at https://spatzie.mit.edu. Oxford University Press 2022-01-31 /pmc/articles/PMC9122533/ /pubmed/35100401 http://dx.doi.org/10.1093/nar/gkac036 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Nucleic Acids Research. 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 Methods Online
Hammelman, Jennifer
Krismer, Konstantin
Gifford, David K
spatzie: an R package for identifying significant transcription factor motif co-enrichment from enhancer–promoter interactions
title spatzie: an R package for identifying significant transcription factor motif co-enrichment from enhancer–promoter interactions
title_full spatzie: an R package for identifying significant transcription factor motif co-enrichment from enhancer–promoter interactions
title_fullStr spatzie: an R package for identifying significant transcription factor motif co-enrichment from enhancer–promoter interactions
title_full_unstemmed spatzie: an R package for identifying significant transcription factor motif co-enrichment from enhancer–promoter interactions
title_short spatzie: an R package for identifying significant transcription factor motif co-enrichment from enhancer–promoter interactions
title_sort spatzie: an r package for identifying significant transcription factor motif co-enrichment from enhancer–promoter interactions
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9122533/
https://www.ncbi.nlm.nih.gov/pubmed/35100401
http://dx.doi.org/10.1093/nar/gkac036
work_keys_str_mv AT hammelmanjennifer spatzieanrpackageforidentifyingsignificanttranscriptionfactormotifcoenrichmentfromenhancerpromoterinteractions
AT krismerkonstantin spatzieanrpackageforidentifyingsignificanttranscriptionfactormotifcoenrichmentfromenhancerpromoterinteractions
AT gifforddavidk spatzieanrpackageforidentifyingsignificanttranscriptionfactormotifcoenrichmentfromenhancerpromoterinteractions