Gene co-expression network analysis provides a novel insight into the dynamic response of wheat to powdery mildew stress

Powdery mildew ( Blumeria graminis f. sp. Tritici , ( Bgt )) is an important worldwide fungal foliar disease of wheat ( Triticum aestivum ) responsible for severe yield losses. The development of resistance genes and dissection of the resistance mechanism will therefore be beneficial in wheat breedi...

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Published inJournal of genetics Vol. 99; no. 1
Main Authors Hu, Weiguo, Wang, Qiaohui, Wang, Siwen, Wang, Mengmeng, Wang, Changyou, Tian, Zengrong, Liu, Xinlun, Ji, Wanquan, Zhang, Hong
Format Journal Article
LanguageEnglish
Published New Delhi Springer India 01.12.2020
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Abstract Powdery mildew ( Blumeria graminis f. sp. Tritici , ( Bgt )) is an important worldwide fungal foliar disease of wheat ( Triticum aestivum ) responsible for severe yield losses. The development of resistance genes and dissection of the resistance mechanism will therefore be beneficial in wheat breeding. The Bgt resistance gene PmAS846 was transferred to the hexaploid wheat lines N9134 from Triticum dicoccoides , and it is still one of the most effective resistance genes. Here, by RNA sequencing, we identified three co-expressed gene modules using pairwise comparisons and weighted gene co-expression network analysis during wheat– Bgt interactions compared with mock-infected plants. Hub genes of stress-specific modules were significantly enriched in spliceosomes, phagosomes, the mRNA surveillance pathway, protein processing in the endoplasmic reticulum, and endocytosis. Induced module genes located on chromosome 5BL were selected to construct a protein–protein interaction network. Several proteins were predicted as the key hub node, including Hsp70, DEAD/DEAH box RNA helicase PRH75, elongation factor EF-2, cell division cycle 5, ARF guanine-nucleotide exchange factor GNOM-like, and protein phosphatase 2C 70 protein, which interacted with several disease resistance proteins such as RLP37, RPP13 and RPS2 analogues. Gene ontology enrichment results showed that wheat could activate binding functional genes via an mRNA transcription mechanism in response to Bgt stress. Of these node genes, GNOM-like, PP2C isoform X1 and transmembrane 9 superfamily member 9 were mapped onto the genetic fragment of PmAS846 with a distance of 4.8 Mb. This work provides the foundations for understanding the resistance mechanism and cloning the resistance gene PmAS846 .
AbstractList Powdery mildew ( Blumeria graminis f. sp. Tritici , ( Bgt )) is an important worldwide fungal foliar disease of wheat ( Triticum aestivum ) responsible for severe yield losses. The development of resistance genes and dissection of the resistance mechanism will therefore be beneficial in wheat breeding. The Bgt resistance gene PmAS846 was transferred to the hexaploid wheat lines N9134 from Triticum dicoccoides , and it is still one of the most effective resistance genes. Here, by RNA sequencing, we identified three co-expressed gene modules using pairwise comparisons and weighted gene co-expression network analysis during wheat– Bgt interactions compared with mock-infected plants. Hub genes of stress-specific modules were significantly enriched in spliceosomes, phagosomes, the mRNA surveillance pathway, protein processing in the endoplasmic reticulum, and endocytosis. Induced module genes located on chromosome 5BL were selected to construct a protein–protein interaction network. Several proteins were predicted as the key hub node, including Hsp70, DEAD/DEAH box RNA helicase PRH75, elongation factor EF-2, cell division cycle 5, ARF guanine-nucleotide exchange factor GNOM-like, and protein phosphatase 2C 70 protein, which interacted with several disease resistance proteins such as RLP37, RPP13 and RPS2 analogues. Gene ontology enrichment results showed that wheat could activate binding functional genes via an mRNA transcription mechanism in response to Bgt stress. Of these node genes, GNOM-like, PP2C isoform X1 and transmembrane 9 superfamily member 9 were mapped onto the genetic fragment of PmAS846 with a distance of 4.8 Mb. This work provides the foundations for understanding the resistance mechanism and cloning the resistance gene PmAS846 .
Powdery mildew (Blumeria graminis f. sp. Tritici, (Bgt)) is an important worldwide fungal foliar disease of wheat (Triticum aestivum) responsible for severe yield losses. The development of resistance genes and dissection of the resistance mechanism will therefore be beneficial in wheat breeding. The Bgt resistance gene PmAS846 was transferred to the hexaploid wheat lines N9134 from Triticum dicoccoides, and it is still one of the most effective resistance genes. Here, by RNA sequencing, we identified three co-expressed gene modules using pairwise comparisons and weighted gene co-expression network analysis during wheat-Bgt interactions compared with mock-infected plants. Hub genes of stress-specific modules were significantly enriched in spliceosomes, phagosomes, the mRNA surveillance pathway, protein processing in the endoplasmic reticulum, and endocytosis. Induced module genes located on chromosome 5BL were selected to construct a protein-protein interaction network. Several proteins were predicted as the key hub node, including Hsp70, DEAD/DEAH box RNA helicase PRH75, elongation factor EF-2, cell division cycle 5, ARF guanine-nucleotide exchange factor GNOM-like, and protein phosphatase 2C 70 protein, which interacted with several disease resistance proteins such as RLP37, RPP13 and RPS2 analogues. Gene ontology enrichment results showed that wheat could activate binding functional genes via an mRNA transcription mechanism in response to Bgt stress. Of these node genes, GNOM-like, PP2C isoform X1 and transmembrane 9 superfamily member 9 were mapped onto the genetic fragment of PmAS846 with a distance of 4.8 Mb. This work provides the foundations for understanding the resistance mechanism and cloning the resistance gene PmAS846.
ArticleNumber 44
Audience Academic
Author Wang, Mengmeng
Wang, Changyou
Hu, Weiguo
Liu, Xinlun
Zhang, Hong
Ji, Wanquan
Tian, Zengrong
Wang, Qiaohui
Wang, Siwen
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Keywords powdery mildew
wheat
weighted gene correlation network analysis
candidate genes
protein–protein interaction network
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Snippet Powdery mildew ( Blumeria graminis f. sp. Tritici , ( Bgt )) is an important worldwide fungal foliar disease of wheat ( Triticum aestivum ) responsible for...
Powdery mildew (Blumeria graminis f. sp. Tritici, (Bgt)) is an important worldwide fungal foliar disease of wheat (Triticum aestivum) responsible for severe...
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gale
crossref
springer
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SubjectTerms Animal Genetics and Genomics
Biomedical and Life Sciences
Blumeria graminis
Cell division
Comparative analysis
Disease resistance
DNA helicase
Elongation factor EF-2
Endocytosis
Endoplasmic reticulum
Evolutionary Biology
Foliar diseases
Genes
Genetic research
Genetic transcription
Guanine
Hsp70 protein
Life Sciences
Microbial Genetics and Genomics
Phagosomes
Phosphatases
Phosphoprotein phosphatase
Plant breeding
Plant genetics
Plant Genetics and Genomics
Powdery mildew
Protein phosphatase
Protein-protein interactions
Proteins
Research Article
RNA
RNA helicase
RNA sequencing
Spliceosomes
Transcription
Triticum aestivum
Triticum dicoccoides
Wheat
Title Gene co-expression network analysis provides a novel insight into the dynamic response of wheat to powdery mildew stress
URI https://link.springer.com/article/10.1007/s12041-020-01206-w
https://www.proquest.com/docview/2405327420
https://search.proquest.com/docview/2412990999
Volume 99
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