Integrating expression data and genomic sequences to investigate the transcriptional regulation in barley in response to abiotic stress

Abiotic stress responses are regulated critically at the transcriptional level. Clarifying the intricate mechanisms that regulate gene expression in response to abiotic stress is crucial and challenging. For this purpose, the factors that regulate gene expression and their binding sites in DNA shoul...

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Main Authors: Azar Delavari, Zahra Zinati, Sima Sazegari, Ahmad Tahmasebi
Format: Article
Language:English
Published: Termedia Publishing House 2021-03-01
Series:BioTechnologia
Subjects:
Online Access:https://www.termedia.pl/Integrating-expression-data-and-genomic-sequences-to-investigate-the-transcriptional-regulation-in-barley-in-response-to-abiotic-stress,85,43334,1,1.html
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spelling doaj-7dfcfd5720bf4e87ba4354ddcd36363d2021-10-06T09:28:08ZengTermedia Publishing HouseBioTechnologia0860-77962353-94612021-03-011021213210.5114/bta.2021.10375943334Integrating expression data and genomic sequences to investigate the transcriptional regulation in barley in response to abiotic stressAzar DelavariZahra ZinatiSima SazegariAhmad TahmasebiAbiotic stress responses are regulated critically at the transcriptional level. Clarifying the intricate mechanisms that regulate gene expression in response to abiotic stress is crucial and challenging. For this purpose, the factors that regulate gene expression and their binding sites in DNA should be determined. By using bioinformatics tools, the differentially expressed probe sets were studied. A meta-analysis of transcriptomic responses to several abio¬tic stresses in barley was performed. Motif enrichments revealed that AP2/ERF (APETALA2/Ethylene-Res¬pon¬sive Factor) has the most frequent binding sites. We found that the bHLH transcription factor family has the high¬est number of transcription factor members. Moreover, network construction revealed that AP2 has the highest number of connections with other genes, which indicates its critical role in abiotic stress responses. The present research further predicted 49 miRNAs belonging to 23 miRNA families. This study identified the probable conserved and enriched motifs, which might have a role in the regulation of differentially expressed genes under abiotic stresses. In addition to shedding light on gene expression regulation, a toolbox of available promoters for genetic engineering of crop plants under such abiotic stresses was developed.https://www.termedia.pl/Integrating-expression-data-and-genomic-sequences-to-investigate-the-transcriptional-regulation-in-barley-in-response-to-abiotic-stress,85,43334,1,1.htmlbarley abiotic stress transcriptomics analysis motif discovery motif enrichment regulatory gene set
collection DOAJ
language English
format Article
sources DOAJ
author Azar Delavari
Zahra Zinati
Sima Sazegari
Ahmad Tahmasebi
spellingShingle Azar Delavari
Zahra Zinati
Sima Sazegari
Ahmad Tahmasebi
Integrating expression data and genomic sequences to investigate the transcriptional regulation in barley in response to abiotic stress
BioTechnologia
barley
abiotic stress
transcriptomics analysis
motif discovery
motif enrichment
regulatory gene set
author_facet Azar Delavari
Zahra Zinati
Sima Sazegari
Ahmad Tahmasebi
author_sort Azar Delavari
title Integrating expression data and genomic sequences to investigate the transcriptional regulation in barley in response to abiotic stress
title_short Integrating expression data and genomic sequences to investigate the transcriptional regulation in barley in response to abiotic stress
title_full Integrating expression data and genomic sequences to investigate the transcriptional regulation in barley in response to abiotic stress
title_fullStr Integrating expression data and genomic sequences to investigate the transcriptional regulation in barley in response to abiotic stress
title_full_unstemmed Integrating expression data and genomic sequences to investigate the transcriptional regulation in barley in response to abiotic stress
title_sort integrating expression data and genomic sequences to investigate the transcriptional regulation in barley in response to abiotic stress
publisher Termedia Publishing House
series BioTechnologia
issn 0860-7796
2353-9461
publishDate 2021-03-01
description Abiotic stress responses are regulated critically at the transcriptional level. Clarifying the intricate mechanisms that regulate gene expression in response to abiotic stress is crucial and challenging. For this purpose, the factors that regulate gene expression and their binding sites in DNA should be determined. By using bioinformatics tools, the differentially expressed probe sets were studied. A meta-analysis of transcriptomic responses to several abio¬tic stresses in barley was performed. Motif enrichments revealed that AP2/ERF (APETALA2/Ethylene-Res¬pon¬sive Factor) has the most frequent binding sites. We found that the bHLH transcription factor family has the high¬est number of transcription factor members. Moreover, network construction revealed that AP2 has the highest number of connections with other genes, which indicates its critical role in abiotic stress responses. The present research further predicted 49 miRNAs belonging to 23 miRNA families. This study identified the probable conserved and enriched motifs, which might have a role in the regulation of differentially expressed genes under abiotic stresses. In addition to shedding light on gene expression regulation, a toolbox of available promoters for genetic engineering of crop plants under such abiotic stresses was developed.
topic barley
abiotic stress
transcriptomics analysis
motif discovery
motif enrichment
regulatory gene set
url https://www.termedia.pl/Integrating-expression-data-and-genomic-sequences-to-investigate-the-transcriptional-regulation-in-barley-in-response-to-abiotic-stress,85,43334,1,1.html
work_keys_str_mv AT azardelavari integratingexpressiondataandgenomicsequencestoinvestigatethetranscriptionalregulationinbarleyinresponsetoabioticstress
AT zahrazinati integratingexpressiondataandgenomicsequencestoinvestigatethetranscriptionalregulationinbarleyinresponsetoabioticstress
AT simasazegari integratingexpressiondataandgenomicsequencestoinvestigatethetranscriptionalregulationinbarleyinresponsetoabioticstress
AT ahmadtahmasebi integratingexpressiondataandgenomicsequencestoinvestigatethetranscriptionalregulationinbarleyinresponsetoabioticstress
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