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Transcriptomic analysis reveals myometrial topologically associated domains linked to the onset of human term labour
Changes in cell phenotype are thought to occur through the expression of groups of co-regulated genes within topologically associated domains (TADs). In this paper, we allocate genes expressed within the myometrium of the human uterus during the onset of term labour into TADs. Transformation of the...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8903000/ https://www.ncbi.nlm.nih.gov/pubmed/35150271 http://dx.doi.org/10.1093/molehr/gaac003 |
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author | Tyagi, Sonika Chan, Eng-Cheng Barker, Daniel McElduff, Patrick Taylor, Kelly A Riveros, Carlos Singh, Esha Smith, Roger |
author_facet | Tyagi, Sonika Chan, Eng-Cheng Barker, Daniel McElduff, Patrick Taylor, Kelly A Riveros, Carlos Singh, Esha Smith, Roger |
author_sort | Tyagi, Sonika |
collection | PubMed |
description | Changes in cell phenotype are thought to occur through the expression of groups of co-regulated genes within topologically associated domains (TADs). In this paper, we allocate genes expressed within the myometrium of the human uterus during the onset of term labour into TADs. Transformation of the myometrial cells of the uterus into a contractile phenotype during term human labour is the result of a complex interaction of different epigenomic and genomic layers. Recent work suggests that the transcription factor (TF) RELA lies at the top of this regulatory network. Using deep RNA sequencing (RNAseq) analysis of myometrial samples (n = 16) obtained at term from women undergoing caesarean section prior to or after the onset of labour, we have identified evidence for how other gene expression regulatory elements interact with TFs in the labour phenotype transition. Gene set enrichment analysis of our RNAseq data identified three modules of enriched genes (M1, M2 and M3), which in gene ontology studies are linked to matrix degradation, smooth muscle and immune gene signatures, respectively. These genes were predominantly located within chromosomal TADs suggesting co-regulation of expression. Our transcriptomic analysis also identified significant differences in the expression of long non-coding RNAs (lncRNA), microRNAs (miRNA) and TFs that were predicted to target genes within the TADs. Additionally, network analysis revealed 15 new lncRNA (MCM3AP-AS1, TUG1, MIR29B2CHG, HCG18, LINC00963, KCNQ1OT1, NEAT1, HELLPAR, SNHG16, NUTM2B-AS1, MALAT1, PSMA3-AS1, GABPB1-AS1, NORAD and NKILA) and 4 miRNA (mir-145, mir-223, mir-let-7a and mir-132) as top gene hubs with three TFs (NFKB1, RELA and ESR1) as master regulators. Together, these factors are likely to be involved in co-regulatory networks driving a myometrial transformation to generate an estrogen-sensitive phenotype. We conclude that lncRNA and miRNA targeting the estrogen receptor 1 and nuclear factor kappa B pathways play a key role in the initiation of human labour. For the first time, we perform an integrative analysis to present a multi-level genomic signature made of mRNA, non-coding RNA and TFs in the myometrium for spontaneous term labour. |
format | Online Article Text |
id | pubmed-8903000 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-89030002022-03-09 Transcriptomic analysis reveals myometrial topologically associated domains linked to the onset of human term labour Tyagi, Sonika Chan, Eng-Cheng Barker, Daniel McElduff, Patrick Taylor, Kelly A Riveros, Carlos Singh, Esha Smith, Roger Mol Hum Reprod Original Research Changes in cell phenotype are thought to occur through the expression of groups of co-regulated genes within topologically associated domains (TADs). In this paper, we allocate genes expressed within the myometrium of the human uterus during the onset of term labour into TADs. Transformation of the myometrial cells of the uterus into a contractile phenotype during term human labour is the result of a complex interaction of different epigenomic and genomic layers. Recent work suggests that the transcription factor (TF) RELA lies at the top of this regulatory network. Using deep RNA sequencing (RNAseq) analysis of myometrial samples (n = 16) obtained at term from women undergoing caesarean section prior to or after the onset of labour, we have identified evidence for how other gene expression regulatory elements interact with TFs in the labour phenotype transition. Gene set enrichment analysis of our RNAseq data identified three modules of enriched genes (M1, M2 and M3), which in gene ontology studies are linked to matrix degradation, smooth muscle and immune gene signatures, respectively. These genes were predominantly located within chromosomal TADs suggesting co-regulation of expression. Our transcriptomic analysis also identified significant differences in the expression of long non-coding RNAs (lncRNA), microRNAs (miRNA) and TFs that were predicted to target genes within the TADs. Additionally, network analysis revealed 15 new lncRNA (MCM3AP-AS1, TUG1, MIR29B2CHG, HCG18, LINC00963, KCNQ1OT1, NEAT1, HELLPAR, SNHG16, NUTM2B-AS1, MALAT1, PSMA3-AS1, GABPB1-AS1, NORAD and NKILA) and 4 miRNA (mir-145, mir-223, mir-let-7a and mir-132) as top gene hubs with three TFs (NFKB1, RELA and ESR1) as master regulators. Together, these factors are likely to be involved in co-regulatory networks driving a myometrial transformation to generate an estrogen-sensitive phenotype. We conclude that lncRNA and miRNA targeting the estrogen receptor 1 and nuclear factor kappa B pathways play a key role in the initiation of human labour. For the first time, we perform an integrative analysis to present a multi-level genomic signature made of mRNA, non-coding RNA and TFs in the myometrium for spontaneous term labour. Oxford University Press 2022-02-12 /pmc/articles/PMC8903000/ /pubmed/35150271 http://dx.doi.org/10.1093/molehr/gaac003 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of European Society of Human Reproduction and Embryology. 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 | Original Research Tyagi, Sonika Chan, Eng-Cheng Barker, Daniel McElduff, Patrick Taylor, Kelly A Riveros, Carlos Singh, Esha Smith, Roger Transcriptomic analysis reveals myometrial topologically associated domains linked to the onset of human term labour |
title | Transcriptomic analysis reveals myometrial topologically associated domains linked to the onset of human term labour |
title_full | Transcriptomic analysis reveals myometrial topologically associated domains linked to the onset of human term labour |
title_fullStr | Transcriptomic analysis reveals myometrial topologically associated domains linked to the onset of human term labour |
title_full_unstemmed | Transcriptomic analysis reveals myometrial topologically associated domains linked to the onset of human term labour |
title_short | Transcriptomic analysis reveals myometrial topologically associated domains linked to the onset of human term labour |
title_sort | transcriptomic analysis reveals myometrial topologically associated domains linked to the onset of human term labour |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8903000/ https://www.ncbi.nlm.nih.gov/pubmed/35150271 http://dx.doi.org/10.1093/molehr/gaac003 |
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