Investigation of proteins’ interaction network and the expression pattern of genes involved in the ABA biogenesis and antioxidant system under methanol spray in drought-stressed rapeseed
Drought is one of the most critical abiotic stresses, which significantly impair rapeseed ( Brassica napus L.) productivity. Several factors can regulate the stress response, including changes in gene expression in biological pathways, extensive protein interaction networks, and post-translational r...
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description | Drought is one of the most critical abiotic stresses, which significantly impair rapeseed (
Brassica napus
L.) productivity. Several factors can regulate the stress response, including changes in gene expression in biological pathways, extensive protein interaction networks, and post-translational regulatory factors like microRNAs. External factors can also affect the intensity of the stress response. Therefore, this study investigated protein–protein interactions of some essential genes involved in abscisic acid (ABA) production, antioxidant system, and Krebs cycle. The expression of phyton synthase (
PSY
), 9-cis-epoxycarotenoid dioxygenase (
NCED3
), aldehyde oxidase (
AAO3
), thioredoxin reductase (
NTRC
), and glutathione reductase (
GR
) genes in two rapeseed genotypes, i.e., Hyola308 (drought-sensitive) and SLM046 (drought-tolerant) were evaluated using qRT-PCR technique under 72 h of drought stress and methanol foliar application. In the SLM046 (tolerant) genotype, the expression levels of
PYS, NCED, AAO3,
and
GR
genes were increased after 8 h of foliar application. The expression level of the
NTR
gene was increased 8 and 24 h after stress and methanol treatment. In the Hyola308 genotype,
PYS, AAO3, NTR,
and
GR
genes' expression level was increased 8 h after methanol foliar application, and the
NCED
gene was increased 24 h after stress with methanol treatment. In general, methanol foliar application increased the expression levels of several genes. Particularly, the gene expression was considerably higher in the SLM046 genotype than in Hyola308. Bioinformatics prediction of microRNAs targeting
PSY
,
NCED, GR, NTRC,
and
AAO3
genes was performed, and 38, 38, 13, 11, and 11 microRNAs were predicted for these genes, respectively. The study of effective microRNAs showed that sometimes more than one type of microRNA could affect the desired gene, and in some cases, a conserved family of microRNAs caused the main effect on gene expression. Overall, our results lay the foundation for functional characterization of these genes or gene-miRNA modules in regulating drought stress tolerance in rapeseed. |
doi_str_mv | 10.1007/s13205-022-03290-4 |
format | Article |
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Brassica napus
L.) productivity. Several factors can regulate the stress response, including changes in gene expression in biological pathways, extensive protein interaction networks, and post-translational regulatory factors like microRNAs. External factors can also affect the intensity of the stress response. Therefore, this study investigated protein–protein interactions of some essential genes involved in abscisic acid (ABA) production, antioxidant system, and Krebs cycle. The expression of phyton synthase (
PSY
), 9-cis-epoxycarotenoid dioxygenase (
NCED3
), aldehyde oxidase (
AAO3
), thioredoxin reductase (
NTRC
), and glutathione reductase (
GR
) genes in two rapeseed genotypes, i.e., Hyola308 (drought-sensitive) and SLM046 (drought-tolerant) were evaluated using qRT-PCR technique under 72 h of drought stress and methanol foliar application. In the SLM046 (tolerant) genotype, the expression levels of
PYS, NCED, AAO3,
and
GR
genes were increased after 8 h of foliar application. The expression level of the
NTR
gene was increased 8 and 24 h after stress and methanol treatment. In the Hyola308 genotype,
PYS, AAO3, NTR,
and
GR
genes' expression level was increased 8 h after methanol foliar application, and the
NCED
gene was increased 24 h after stress with methanol treatment. In general, methanol foliar application increased the expression levels of several genes. Particularly, the gene expression was considerably higher in the SLM046 genotype than in Hyola308. Bioinformatics prediction of microRNAs targeting
PSY
,
NCED, GR, NTRC,
and
AAO3
genes was performed, and 38, 38, 13, 11, and 11 microRNAs were predicted for these genes, respectively. The study of effective microRNAs showed that sometimes more than one type of microRNA could affect the desired gene, and in some cases, a conserved family of microRNAs caused the main effect on gene expression. Overall, our results lay the foundation for functional characterization of these genes or gene-miRNA modules in regulating drought stress tolerance in rapeseed.</description><identifier>ISSN: 2190-572X</identifier><identifier>EISSN: 2190-5738</identifier><identifier>DOI: 10.1007/s13205-022-03290-4</identifier><identifier>PMID: 35965657</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Abscisic acid ; Agriculture ; Aldehyde oxidase ; Aldehydes ; Antioxidants ; Bioinformatics ; Biomaterials ; Biotechnology ; Brassica ; Brassica napus ; Cancer Research ; Cellular stress response ; Chemistry ; Chemistry and Materials Science ; Dioxygenase ; Drought ; Drought resistance ; Foliar applications ; Gene expression ; Genes ; Genotype & phenotype ; Genotypes ; Glutathione ; Glutathione reductase ; Krebs cycle ; Methanol ; MicroRNAs ; miRNA ; NTR gene ; Original ; Original Article ; Post-translation ; Protein interaction ; Proteins ; Rapeseed ; Reductases ; Ribonucleic acid ; RNA ; Stem Cells ; Thioredoxin ; Tricarboxylic acid cycle</subject><ispartof>3 Biotech, 2022-09, Vol.12 (9), p.217-217, Article 217</ispartof><rights>King Abdulaziz City for Science and Technology 2022. Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><rights>King Abdulaziz City for Science and Technology 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c407t-c1ba7a66837c0c4786dfe53456704089625d37724548e6ae1a6d16a19ea9b0463</citedby><cites>FETCH-LOGICAL-c407t-c1ba7a66837c0c4786dfe53456704089625d37724548e6ae1a6d16a19ea9b0463</cites><orcidid>0000-0002-5120-2791 ; 0000-0002-0934-813X ; 0000-0002-2278-9079 ; 0000-0003-4364-8264</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9365922/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9365922/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,41488,42557,51319,53791,53793</link.rule.ids></links><search><creatorcontrib>Mohsenzadeh Golfazani, Mohammad</creatorcontrib><creatorcontrib>Taghvaei, Mohammad Mahdi</creatorcontrib><creatorcontrib>Samizadeh Lahiji, Habibollah</creatorcontrib><creatorcontrib>Ashery, Seddigheh</creatorcontrib><creatorcontrib>Raza, Ali</creatorcontrib><title>Investigation of proteins’ interaction network and the expression pattern of genes involved in the ABA biogenesis and antioxidant system under methanol spray in drought-stressed rapeseed</title><title>3 Biotech</title><addtitle>3 Biotech</addtitle><description>Drought is one of the most critical abiotic stresses, which significantly impair rapeseed (
Brassica napus
L.) productivity. Several factors can regulate the stress response, including changes in gene expression in biological pathways, extensive protein interaction networks, and post-translational regulatory factors like microRNAs. External factors can also affect the intensity of the stress response. Therefore, this study investigated protein–protein interactions of some essential genes involved in abscisic acid (ABA) production, antioxidant system, and Krebs cycle. The expression of phyton synthase (
PSY
), 9-cis-epoxycarotenoid dioxygenase (
NCED3
), aldehyde oxidase (
AAO3
), thioredoxin reductase (
NTRC
), and glutathione reductase (
GR
) genes in two rapeseed genotypes, i.e., Hyola308 (drought-sensitive) and SLM046 (drought-tolerant) were evaluated using qRT-PCR technique under 72 h of drought stress and methanol foliar application. In the SLM046 (tolerant) genotype, the expression levels of
PYS, NCED, AAO3,
and
GR
genes were increased after 8 h of foliar application. The expression level of the
NTR
gene was increased 8 and 24 h after stress and methanol treatment. In the Hyola308 genotype,
PYS, AAO3, NTR,
and
GR
genes' expression level was increased 8 h after methanol foliar application, and the
NCED
gene was increased 24 h after stress with methanol treatment. In general, methanol foliar application increased the expression levels of several genes. Particularly, the gene expression was considerably higher in the SLM046 genotype than in Hyola308. Bioinformatics prediction of microRNAs targeting
PSY
,
NCED, GR, NTRC,
and
AAO3
genes was performed, and 38, 38, 13, 11, and 11 microRNAs were predicted for these genes, respectively. The study of effective microRNAs showed that sometimes more than one type of microRNA could affect the desired gene, and in some cases, a conserved family of microRNAs caused the main effect on gene expression. Overall, our results lay the foundation for functional characterization of these genes or gene-miRNA modules in regulating drought stress tolerance in rapeseed.</description><subject>Abscisic acid</subject><subject>Agriculture</subject><subject>Aldehyde oxidase</subject><subject>Aldehydes</subject><subject>Antioxidants</subject><subject>Bioinformatics</subject><subject>Biomaterials</subject><subject>Biotechnology</subject><subject>Brassica</subject><subject>Brassica napus</subject><subject>Cancer Research</subject><subject>Cellular stress response</subject><subject>Chemistry</subject><subject>Chemistry and Materials Science</subject><subject>Dioxygenase</subject><subject>Drought</subject><subject>Drought resistance</subject><subject>Foliar applications</subject><subject>Gene expression</subject><subject>Genes</subject><subject>Genotype & phenotype</subject><subject>Genotypes</subject><subject>Glutathione</subject><subject>Glutathione reductase</subject><subject>Krebs cycle</subject><subject>Methanol</subject><subject>MicroRNAs</subject><subject>miRNA</subject><subject>NTR gene</subject><subject>Original</subject><subject>Original Article</subject><subject>Post-translation</subject><subject>Protein interaction</subject><subject>Proteins</subject><subject>Rapeseed</subject><subject>Reductases</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>Stem Cells</subject><subject>Thioredoxin</subject><subject>Tricarboxylic acid cycle</subject><issn>2190-572X</issn><issn>2190-5738</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9ks1u1DAUhSMEolXpC7CyxIZNwP9ONkhDBaVSJTYgsbM88Z2MS8YOtjN0drwG79Kn4UlwMlURLPDGVzrnfLavb1U9J_gVwVi9ToRRLGpMaY0ZbXHNH1WnlJRCKNY8fqjpl5PqPKUbXJYgoiX4aXXCRCuFFOq0urvye0jZ9Sa74FHYoDGGDM6nXz9-IuczRNMtkof8PcSvyHiL8hYQ3I4RUpql0eTiW9I9eEgltw_DHmwpFu_q7QqtXVhElxaE8YV662zZUTqkDDs0eQsR7SBvjQ8DSmM0h5lgY5j6ba5Tng8s1GhGSAD2WfVkY4YE5_f7WfX5_btPFx_q64-XVxer67rjWOW6I2ujjJQNUx3uuGqk3YBgXEiFOW5aSYVlSlEueAPSADHSEmlIC6ZdYy7ZWfXmyB2n9Q5sBz5HM-gxup2JBx2M038r3m11H_a6ZVK0lBbAy3tADN-m0m-9c6mDYTAewpQ0VZjypnwIK9YX_1hvwhR9ed7swkpg1cwuenR1MaQUYfNwGYL1PB_6OB-6zIde5kPzEmLHUOms8z3EP-j_pH4DvczCFg</recordid><startdate>20220901</startdate><enddate>20220901</enddate><creator>Mohsenzadeh Golfazani, Mohammad</creator><creator>Taghvaei, Mohammad Mahdi</creator><creator>Samizadeh Lahiji, Habibollah</creator><creator>Ashery, Seddigheh</creator><creator>Raza, Ali</creator><general>Springer International Publishing</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-5120-2791</orcidid><orcidid>https://orcid.org/0000-0002-0934-813X</orcidid><orcidid>https://orcid.org/0000-0002-2278-9079</orcidid><orcidid>https://orcid.org/0000-0003-4364-8264</orcidid></search><sort><creationdate>20220901</creationdate><title>Investigation of proteins’ interaction network and the expression pattern of genes involved in the ABA biogenesis and antioxidant system under methanol spray in drought-stressed rapeseed</title><author>Mohsenzadeh Golfazani, Mohammad ; Taghvaei, Mohammad Mahdi ; Samizadeh Lahiji, Habibollah ; Ashery, Seddigheh ; Raza, Ali</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c407t-c1ba7a66837c0c4786dfe53456704089625d37724548e6ae1a6d16a19ea9b0463</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Abscisic acid</topic><topic>Agriculture</topic><topic>Aldehyde oxidase</topic><topic>Aldehydes</topic><topic>Antioxidants</topic><topic>Bioinformatics</topic><topic>Biomaterials</topic><topic>Biotechnology</topic><topic>Brassica</topic><topic>Brassica napus</topic><topic>Cancer Research</topic><topic>Cellular stress response</topic><topic>Chemistry</topic><topic>Chemistry and Materials Science</topic><topic>Dioxygenase</topic><topic>Drought</topic><topic>Drought resistance</topic><topic>Foliar applications</topic><topic>Gene expression</topic><topic>Genes</topic><topic>Genotype & phenotype</topic><topic>Genotypes</topic><topic>Glutathione</topic><topic>Glutathione reductase</topic><topic>Krebs cycle</topic><topic>Methanol</topic><topic>MicroRNAs</topic><topic>miRNA</topic><topic>NTR gene</topic><topic>Original</topic><topic>Original Article</topic><topic>Post-translation</topic><topic>Protein interaction</topic><topic>Proteins</topic><topic>Rapeseed</topic><topic>Reductases</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>Stem Cells</topic><topic>Thioredoxin</topic><topic>Tricarboxylic acid cycle</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mohsenzadeh Golfazani, Mohammad</creatorcontrib><creatorcontrib>Taghvaei, Mohammad Mahdi</creatorcontrib><creatorcontrib>Samizadeh Lahiji, Habibollah</creatorcontrib><creatorcontrib>Ashery, Seddigheh</creatorcontrib><creatorcontrib>Raza, Ali</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>3 Biotech</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mohsenzadeh Golfazani, Mohammad</au><au>Taghvaei, Mohammad Mahdi</au><au>Samizadeh Lahiji, Habibollah</au><au>Ashery, Seddigheh</au><au>Raza, Ali</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Investigation of proteins’ interaction network and the expression pattern of genes involved in the ABA biogenesis and antioxidant system under methanol spray in drought-stressed rapeseed</atitle><jtitle>3 Biotech</jtitle><stitle>3 Biotech</stitle><date>2022-09-01</date><risdate>2022</risdate><volume>12</volume><issue>9</issue><spage>217</spage><epage>217</epage><pages>217-217</pages><artnum>217</artnum><issn>2190-572X</issn><eissn>2190-5738</eissn><abstract>Drought is one of the most critical abiotic stresses, which significantly impair rapeseed (
Brassica napus
L.) productivity. Several factors can regulate the stress response, including changes in gene expression in biological pathways, extensive protein interaction networks, and post-translational regulatory factors like microRNAs. External factors can also affect the intensity of the stress response. Therefore, this study investigated protein–protein interactions of some essential genes involved in abscisic acid (ABA) production, antioxidant system, and Krebs cycle. The expression of phyton synthase (
PSY
), 9-cis-epoxycarotenoid dioxygenase (
NCED3
), aldehyde oxidase (
AAO3
), thioredoxin reductase (
NTRC
), and glutathione reductase (
GR
) genes in two rapeseed genotypes, i.e., Hyola308 (drought-sensitive) and SLM046 (drought-tolerant) were evaluated using qRT-PCR technique under 72 h of drought stress and methanol foliar application. In the SLM046 (tolerant) genotype, the expression levels of
PYS, NCED, AAO3,
and
GR
genes were increased after 8 h of foliar application. The expression level of the
NTR
gene was increased 8 and 24 h after stress and methanol treatment. In the Hyola308 genotype,
PYS, AAO3, NTR,
and
GR
genes' expression level was increased 8 h after methanol foliar application, and the
NCED
gene was increased 24 h after stress with methanol treatment. In general, methanol foliar application increased the expression levels of several genes. Particularly, the gene expression was considerably higher in the SLM046 genotype than in Hyola308. Bioinformatics prediction of microRNAs targeting
PSY
,
NCED, GR, NTRC,
and
AAO3
genes was performed, and 38, 38, 13, 11, and 11 microRNAs were predicted for these genes, respectively. The study of effective microRNAs showed that sometimes more than one type of microRNA could affect the desired gene, and in some cases, a conserved family of microRNAs caused the main effect on gene expression. Overall, our results lay the foundation for functional characterization of these genes or gene-miRNA modules in regulating drought stress tolerance in rapeseed.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><pmid>35965657</pmid><doi>10.1007/s13205-022-03290-4</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-5120-2791</orcidid><orcidid>https://orcid.org/0000-0002-0934-813X</orcidid><orcidid>https://orcid.org/0000-0002-2278-9079</orcidid><orcidid>https://orcid.org/0000-0003-4364-8264</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Abscisic acid Agriculture Aldehyde oxidase Aldehydes Antioxidants Bioinformatics Biomaterials Biotechnology Brassica Brassica napus Cancer Research Cellular stress response Chemistry Chemistry and Materials Science Dioxygenase Drought Drought resistance Foliar applications Gene expression Genes Genotype & phenotype Genotypes Glutathione Glutathione reductase Krebs cycle Methanol MicroRNAs miRNA NTR gene Original Original Article Post-translation Protein interaction Proteins Rapeseed Reductases Ribonucleic acid RNA Stem Cells Thioredoxin Tricarboxylic acid cycle |
title | Investigation of proteins’ interaction network and the expression pattern of genes involved in the ABA biogenesis and antioxidant system under methanol spray in drought-stressed rapeseed |
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