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 in | Journal of genetics Vol. 99; no. 1 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
New Delhi
Springer India
01.12.2020
Springer Springer Nature B.V |
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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 |
Author_xml | – sequence: 1 givenname: Weiguo surname: Hu fullname: Hu, Weiguo organization: College of Agronomy, Northwest A&F University, Institute of Wheat, Henan Academy of Agricultural Sciences – sequence: 2 givenname: Qiaohui surname: Wang fullname: Wang, Qiaohui organization: College of Agronomy, Northwest A&F University – sequence: 3 givenname: Siwen surname: Wang fullname: Wang, Siwen organization: College of Agronomy, Northwest A&F University – sequence: 4 givenname: Mengmeng surname: Wang fullname: Wang, Mengmeng organization: College of Agronomy, Northwest A&F University – sequence: 5 givenname: Changyou surname: Wang fullname: Wang, Changyou organization: College of Agronomy, Northwest A&F University, Shaanxi Research Station of Crop Gene Resources and Germplasm Enhancement, Ministry of Agriculture – sequence: 6 givenname: Zengrong surname: Tian fullname: Tian, Zengrong organization: College of Agronomy, Northwest A&F University – sequence: 7 givenname: Xinlun surname: Liu fullname: Liu, Xinlun organization: College of Agronomy, Northwest A&F University – sequence: 8 givenname: Wanquan surname: Ji fullname: Ji, Wanquan email: jiwanquan2008@126.com organization: College of Agronomy, Northwest A&F University, Shaanxi Research Station of Crop Gene Resources and Germplasm Enhancement, Ministry of Agriculture – sequence: 9 givenname: Hong orcidid: 0000-0002-3249-0935 surname: Zhang fullname: Zhang, Hong email: zhangh1129@nwafu.edu.cn organization: College of Agronomy, Northwest A&F University, Shaanxi Research Station of Crop Gene Resources and Germplasm Enhancement, Ministry of Agriculture |
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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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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 |
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