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Comparative studies of genomic and epigenetic factors influencing transcriptional variation in two insect species

Different genes show different levels of expression variability. For example, highly expressed genes tend to exhibit less expression variability. Genes whose promoters have TATA box and initiator motifs tend to have increased expression variability. On the other hand, DNA methylation of transcriptio...

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Autores principales: Wu, Xin, Bhatia, Neharika, Grozinger, Christina M, Yi, Soojin V
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9635643/
https://www.ncbi.nlm.nih.gov/pubmed/36137211
http://dx.doi.org/10.1093/g3journal/jkac230
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author Wu, Xin
Bhatia, Neharika
Grozinger, Christina M
Yi, Soojin V
author_facet Wu, Xin
Bhatia, Neharika
Grozinger, Christina M
Yi, Soojin V
author_sort Wu, Xin
collection PubMed
description Different genes show different levels of expression variability. For example, highly expressed genes tend to exhibit less expression variability. Genes whose promoters have TATA box and initiator motifs tend to have increased expression variability. On the other hand, DNA methylation of transcriptional units, or gene body DNA methylation, is associated with reduced gene expression variability in many species. Interestingly, some insect lineages, most notably Diptera including the canonical model insect Drosophila melanogaster, have lost DNA methylation. Therefore, it is of interest to determine whether genomic features similarly influence gene expression variability in lineages with and without DNA methylation. We analyzed recently generated large-scale data sets in D. melanogaster and honey bee (Apis mellifera) to investigate these questions. Our analysis shows that increased gene expression levels are consistently associated with reduced expression variability in both species, while the presence of TATA box is consistently associated with increased gene expression variability. In contrast, initiator motifs and gene lengths have weak effects limited to some data sets. Importantly, we show that a sequence characteristics indicative of gene body DNA methylation is strongly and negatively associate with gene expression variability in honey bees, while it shows no such association in D. melanogaster. These results suggest the evolutionary loss of DNA methylation in some insect lineages has reshaped the molecular mechanisms concerning the regulation of gene expression variability.
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spelling pubmed-96356432022-11-07 Comparative studies of genomic and epigenetic factors influencing transcriptional variation in two insect species Wu, Xin Bhatia, Neharika Grozinger, Christina M Yi, Soojin V G3 (Bethesda) Investigation Different genes show different levels of expression variability. For example, highly expressed genes tend to exhibit less expression variability. Genes whose promoters have TATA box and initiator motifs tend to have increased expression variability. On the other hand, DNA methylation of transcriptional units, or gene body DNA methylation, is associated with reduced gene expression variability in many species. Interestingly, some insect lineages, most notably Diptera including the canonical model insect Drosophila melanogaster, have lost DNA methylation. Therefore, it is of interest to determine whether genomic features similarly influence gene expression variability in lineages with and without DNA methylation. We analyzed recently generated large-scale data sets in D. melanogaster and honey bee (Apis mellifera) to investigate these questions. Our analysis shows that increased gene expression levels are consistently associated with reduced expression variability in both species, while the presence of TATA box is consistently associated with increased gene expression variability. In contrast, initiator motifs and gene lengths have weak effects limited to some data sets. Importantly, we show that a sequence characteristics indicative of gene body DNA methylation is strongly and negatively associate with gene expression variability in honey bees, while it shows no such association in D. melanogaster. These results suggest the evolutionary loss of DNA methylation in some insect lineages has reshaped the molecular mechanisms concerning the regulation of gene expression variability. Oxford University Press 2022-09-07 /pmc/articles/PMC9635643/ /pubmed/36137211 http://dx.doi.org/10.1093/g3journal/jkac230 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Genetics Society of America. 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 Investigation
Wu, Xin
Bhatia, Neharika
Grozinger, Christina M
Yi, Soojin V
Comparative studies of genomic and epigenetic factors influencing transcriptional variation in two insect species
title Comparative studies of genomic and epigenetic factors influencing transcriptional variation in two insect species
title_full Comparative studies of genomic and epigenetic factors influencing transcriptional variation in two insect species
title_fullStr Comparative studies of genomic and epigenetic factors influencing transcriptional variation in two insect species
title_full_unstemmed Comparative studies of genomic and epigenetic factors influencing transcriptional variation in two insect species
title_short Comparative studies of genomic and epigenetic factors influencing transcriptional variation in two insect species
title_sort comparative studies of genomic and epigenetic factors influencing transcriptional variation in two insect species
topic Investigation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9635643/
https://www.ncbi.nlm.nih.gov/pubmed/36137211
http://dx.doi.org/10.1093/g3journal/jkac230
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