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Comparative analysis of root transcriptome profiles between low- and high-cadmium-accumulating genotypes of wheat in response to cadmium stress
Wheat, one of the most broadly cultivated and consumed food crops worldwide, can accumulate high Cd contents in their edible parts, which poses a major hazard to human health. Cd accumulation ability differs among varieties in wheat, but the underlying molecular mechanism is largely unknown. Here, k...
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Published in: | Functional & integrative genomics 2019-03, Vol.19 (2), p.281-294 |
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description | Wheat, one of the most broadly cultivated and consumed food crops worldwide, can accumulate high Cd contents in their edible parts, which poses a major hazard to human health. Cd accumulation ability differs among varieties in wheat, but the underlying molecular mechanism is largely unknown. Here, key genes responsible for Cd accumulation between two contrasting wheat genotypes (low-Cd accumulation one L17, high-Cd accumulation one H17) were investigated. Total 1269 were differentially expressed genes (DEGs) in L17 after Cd treatment, whereas, 399 Cd-induced DEGs were found in H17. GO-GO network analysis showed that heme binding was the most active GO, and metal binding was the second one that associated with other GOs in response to Cd stress in both genotypes. Pathway-pathway network analysis showed that phenylpronanoid biosynthesis and glutathione metabolism were the top pathways in response to Cd stress in both genotypes. Furthermore, we found that DEGs related to ion binding, antioxidant defense mechanisms, sulfotransferase activity, and cysteine biosynthetic process were more enriched in L17. In conclusion, our results not only provide the foundation for further exploring the molecular mechanism of Cd accumulation in wheat but also supply new strategies for improving phytoremediation ability of wheat by genetic engineering. |
doi_str_mv | 10.1007/s10142-018-0646-4 |
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Cd accumulation ability differs among varieties in wheat, but the underlying molecular mechanism is largely unknown. Here, key genes responsible for Cd accumulation between two contrasting wheat genotypes (low-Cd accumulation one L17, high-Cd accumulation one H17) were investigated. Total 1269 were differentially expressed genes (DEGs) in L17 after Cd treatment, whereas, 399 Cd-induced DEGs were found in H17. GO-GO network analysis showed that heme binding was the most active GO, and metal binding was the second one that associated with other GOs in response to Cd stress in both genotypes. Pathway-pathway network analysis showed that phenylpronanoid biosynthesis and glutathione metabolism were the top pathways in response to Cd stress in both genotypes. Furthermore, we found that DEGs related to ion binding, antioxidant defense mechanisms, sulfotransferase activity, and cysteine biosynthetic process were more enriched in L17. In conclusion, our results not only provide the foundation for further exploring the molecular mechanism of Cd accumulation in wheat but also supply new strategies for improving phytoremediation ability of wheat by genetic engineering.</description><identifier>ISSN: 1438-793X</identifier><identifier>EISSN: 1438-7948</identifier><identifier>DOI: 10.1007/s10142-018-0646-4</identifier><identifier>PMID: 30443851</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Animal Genetics and Genomics ; Antioxidants ; Biochemistry ; Bioinformatics ; Biomedical and Life Sciences ; Cadmium ; Cell Biology ; Comparative analysis ; Crops ; Food contamination & poisoning ; Gene expression ; Genetic engineering ; Genetically altered foods ; Genomics ; Genotypes ; Glutathione ; Grain ; Heme ; Life Sciences ; Microbial Genetics and Genomics ; Original Article ; Phytoremediation ; Plant Genetics and Genomics ; Seeds ; Sorghum ; Sulfotransferase ; Triticum ; Variance analysis ; Wheat</subject><ispartof>Functional & integrative genomics, 2019-03, Vol.19 (2), p.281-294</ispartof><rights>Springer-Verlag GmbH Germany, part of Springer Nature 2018</rights><rights>Functional & Integrative Genomics is a copyright of Springer, (2018). All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c372t-997a5e512b76a42737d6383380a3afbe4649fcc8e80f50a4ce50b3662f5efdee3</citedby><cites>FETCH-LOGICAL-c372t-997a5e512b76a42737d6383380a3afbe4649fcc8e80f50a4ce50b3662f5efdee3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30443851$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhou, Min</creatorcontrib><creatorcontrib>Zheng, Shigang</creatorcontrib><creatorcontrib>Liu, Rong</creatorcontrib><creatorcontrib>Lu, Jing</creatorcontrib><creatorcontrib>Lu, Lu</creatorcontrib><creatorcontrib>Zhang, Chihong</creatorcontrib><creatorcontrib>Liu, Zehou</creatorcontrib><creatorcontrib>Luo, Congpei</creatorcontrib><creatorcontrib>Zhang, Lei</creatorcontrib><creatorcontrib>Wu, Yu</creatorcontrib><title>Comparative analysis of root transcriptome profiles between low- and high-cadmium-accumulating genotypes of wheat in response to cadmium stress</title><title>Functional & integrative genomics</title><addtitle>Funct Integr Genomics</addtitle><addtitle>Funct Integr Genomics</addtitle><description>Wheat, one of the most broadly cultivated and consumed food crops worldwide, can accumulate high Cd contents in their edible parts, which poses a major hazard to human health. Cd accumulation ability differs among varieties in wheat, but the underlying molecular mechanism is largely unknown. Here, key genes responsible for Cd accumulation between two contrasting wheat genotypes (low-Cd accumulation one L17, high-Cd accumulation one H17) were investigated. Total 1269 were differentially expressed genes (DEGs) in L17 after Cd treatment, whereas, 399 Cd-induced DEGs were found in H17. GO-GO network analysis showed that heme binding was the most active GO, and metal binding was the second one that associated with other GOs in response to Cd stress in both genotypes. Pathway-pathway network analysis showed that phenylpronanoid biosynthesis and glutathione metabolism were the top pathways in response to Cd stress in both genotypes. Furthermore, we found that DEGs related to ion binding, antioxidant defense mechanisms, sulfotransferase activity, and cysteine biosynthetic process were more enriched in L17. In conclusion, our results not only provide the foundation for further exploring the molecular mechanism of Cd accumulation in wheat but also supply new strategies for improving phytoremediation ability of wheat by genetic engineering.</description><subject>Animal Genetics and Genomics</subject><subject>Antioxidants</subject><subject>Biochemistry</subject><subject>Bioinformatics</subject><subject>Biomedical and Life Sciences</subject><subject>Cadmium</subject><subject>Cell Biology</subject><subject>Comparative analysis</subject><subject>Crops</subject><subject>Food contamination & poisoning</subject><subject>Gene expression</subject><subject>Genetic engineering</subject><subject>Genetically altered foods</subject><subject>Genomics</subject><subject>Genotypes</subject><subject>Glutathione</subject><subject>Grain</subject><subject>Heme</subject><subject>Life Sciences</subject><subject>Microbial Genetics and Genomics</subject><subject>Original Article</subject><subject>Phytoremediation</subject><subject>Plant Genetics and Genomics</subject><subject>Seeds</subject><subject>Sorghum</subject><subject>Sulfotransferase</subject><subject>Triticum</subject><subject>Variance 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analysis of root transcriptome profiles between low- and high-cadmium-accumulating genotypes of wheat in response to cadmium stress</title><author>Zhou, Min ; Zheng, Shigang ; Liu, Rong ; Lu, Jing ; Lu, Lu ; Zhang, Chihong ; Liu, Zehou ; Luo, Congpei ; Zhang, Lei ; Wu, Yu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c372t-997a5e512b76a42737d6383380a3afbe4649fcc8e80f50a4ce50b3662f5efdee3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Animal Genetics and Genomics</topic><topic>Antioxidants</topic><topic>Biochemistry</topic><topic>Bioinformatics</topic><topic>Biomedical and Life Sciences</topic><topic>Cadmium</topic><topic>Cell Biology</topic><topic>Comparative analysis</topic><topic>Crops</topic><topic>Food contamination & poisoning</topic><topic>Gene expression</topic><topic>Genetic engineering</topic><topic>Genetically altered foods</topic><topic>Genomics</topic><topic>Genotypes</topic><topic>Glutathione</topic><topic>Grain</topic><topic>Heme</topic><topic>Life Sciences</topic><topic>Microbial Genetics and Genomics</topic><topic>Original Article</topic><topic>Phytoremediation</topic><topic>Plant Genetics and Genomics</topic><topic>Seeds</topic><topic>Sorghum</topic><topic>Sulfotransferase</topic><topic>Triticum</topic><topic>Variance analysis</topic><topic>Wheat</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhou, Min</creatorcontrib><creatorcontrib>Zheng, Shigang</creatorcontrib><creatorcontrib>Liu, Rong</creatorcontrib><creatorcontrib>Lu, Jing</creatorcontrib><creatorcontrib>Lu, Lu</creatorcontrib><creatorcontrib>Zhang, Chihong</creatorcontrib><creatorcontrib>Liu, Zehou</creatorcontrib><creatorcontrib>Luo, Congpei</creatorcontrib><creatorcontrib>Zhang, Lei</creatorcontrib><creatorcontrib>Wu, 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Yu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Comparative analysis of root transcriptome profiles between low- and high-cadmium-accumulating genotypes of wheat in response to cadmium stress</atitle><jtitle>Functional & integrative genomics</jtitle><stitle>Funct Integr Genomics</stitle><addtitle>Funct Integr Genomics</addtitle><date>2019-03-01</date><risdate>2019</risdate><volume>19</volume><issue>2</issue><spage>281</spage><epage>294</epage><pages>281-294</pages><issn>1438-793X</issn><eissn>1438-7948</eissn><abstract>Wheat, one of the most broadly cultivated and consumed food crops worldwide, can accumulate high Cd contents in their edible parts, which poses a major hazard to human health. Cd accumulation ability differs among varieties in wheat, but the underlying molecular mechanism is largely unknown. Here, key genes responsible for Cd accumulation between two contrasting wheat genotypes (low-Cd accumulation one L17, high-Cd accumulation one H17) were investigated. Total 1269 were differentially expressed genes (DEGs) in L17 after Cd treatment, whereas, 399 Cd-induced DEGs were found in H17. GO-GO network analysis showed that heme binding was the most active GO, and metal binding was the second one that associated with other GOs in response to Cd stress in both genotypes. Pathway-pathway network analysis showed that phenylpronanoid biosynthesis and glutathione metabolism were the top pathways in response to Cd stress in both genotypes. Furthermore, we found that DEGs related to ion binding, antioxidant defense mechanisms, sulfotransferase activity, and cysteine biosynthetic process were more enriched in L17. In conclusion, our results not only provide the foundation for further exploring the molecular mechanism of Cd accumulation in wheat but also supply new strategies for improving phytoremediation ability of wheat by genetic engineering.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>30443851</pmid><doi>10.1007/s10142-018-0646-4</doi><tpages>14</tpages></addata></record> |
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subjects | Animal Genetics and Genomics Antioxidants Biochemistry Bioinformatics Biomedical and Life Sciences Cadmium Cell Biology Comparative analysis Crops Food contamination & poisoning Gene expression Genetic engineering Genetically altered foods Genomics Genotypes Glutathione Grain Heme Life Sciences Microbial Genetics and Genomics Original Article Phytoremediation Plant Genetics and Genomics Seeds Sorghum Sulfotransferase Triticum Variance analysis Wheat |
title | Comparative analysis of root transcriptome profiles between low- and high-cadmium-accumulating genotypes of wheat in response to cadmium stress |
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