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Comparative analysis of Cd-responsive maize and rice transcriptomes highlights Cd co-modulated orthologs
BACKGROUND: Metal tolerance is often an integrative result of metal uptake and distribution, which are fine-tuned by a network of signaling cascades and metal transporters. Thus, with the goal of advancing the molecular understanding of such metal homeostatic mechanisms, comparative RNAseq-based tra...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6158873/ https://www.ncbi.nlm.nih.gov/pubmed/30257650 http://dx.doi.org/10.1186/s12864-018-5109-8 |
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author | Cheng, Dan Tan, Mingpu Yu, Haijuan Li, Liang Zhu, Dandan Chen, Yahua Jiang, Mingyi |
author_facet | Cheng, Dan Tan, Mingpu Yu, Haijuan Li, Liang Zhu, Dandan Chen, Yahua Jiang, Mingyi |
author_sort | Cheng, Dan |
collection | PubMed |
description | BACKGROUND: Metal tolerance is often an integrative result of metal uptake and distribution, which are fine-tuned by a network of signaling cascades and metal transporters. Thus, with the goal of advancing the molecular understanding of such metal homeostatic mechanisms, comparative RNAseq-based transcriptome analysis was conducted to dissect differentially expressed genes (DEGs) in maize roots exposed to cadmium (Cd) stress. RESULTS: To unveil conserved Cd-responsive genes in cereal plants, the obtained 5166 maize DEGs were compared with 2567 Cd-regulated orthologs in rice roots, and this comparison generated 880 universal Cd-responsive orthologs groups composed of 1074 maize DEGs and 981 rice counterparts. More importantly, most of the orthologous DEGs showed coordinated expression pattern between Cd-treated maize and rice, and these include one large orthologs group of pleiotropic drug resistance (PDR)-type ABC transporters, two clusters of amino acid transporters, and 3 blocks of multidrug and toxic compound extrusion (MATE) efflux family transporters, and 3 clusters of heavy metal-associated domain (HMAD) isoprenylated plant proteins (HIPPs), as well as all 4 groups of zinc/iron regulated transporter protein (ZIPs). Additionally, several blocks of tandem maize paralogs, such as germin-like proteins (GLPs), phenylalanine ammonia-lyases (PALs) and several enzymes involved in JA biosynthesis, displayed consistent co-expression pattern under Cd stress. Out of the 1074 maize DEGs, approximately 30 maize Cd-responsive genes such as ZmHIPP27, stress-responsive NAC transcription factor (ZmSNAC1) and 9-cis-epoxycarotenoid dioxygenase (NCED, vp14) were also common stress-responsive genes reported to be uniformly regulated by multiple abiotic stresses. Moreover, the aforementioned three promising Cd-upregulated genes with rice counterparts were identified to be novel Cd-responsive genes in maize. Meanwhile, one maize glutamate decarboxylase (ZmGAD1) with Cd co-modulated rice ortholog was selected for further analysis of Cd tolerance via heterologous expression, and the results suggest that ZmGAD1 can confer Cd tolerance in yeast and tobacco leaves. CONCLUSIONS: These novel findings revealed the conserved function of Cd-responsive orthologs and paralogs, which would be valuable for elucidating the genetic basis of the plant response to Cd stress and unraveling Cd tolerance genes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5109-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6158873 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-61588732018-10-01 Comparative analysis of Cd-responsive maize and rice transcriptomes highlights Cd co-modulated orthologs Cheng, Dan Tan, Mingpu Yu, Haijuan Li, Liang Zhu, Dandan Chen, Yahua Jiang, Mingyi BMC Genomics Research Article BACKGROUND: Metal tolerance is often an integrative result of metal uptake and distribution, which are fine-tuned by a network of signaling cascades and metal transporters. Thus, with the goal of advancing the molecular understanding of such metal homeostatic mechanisms, comparative RNAseq-based transcriptome analysis was conducted to dissect differentially expressed genes (DEGs) in maize roots exposed to cadmium (Cd) stress. RESULTS: To unveil conserved Cd-responsive genes in cereal plants, the obtained 5166 maize DEGs were compared with 2567 Cd-regulated orthologs in rice roots, and this comparison generated 880 universal Cd-responsive orthologs groups composed of 1074 maize DEGs and 981 rice counterparts. More importantly, most of the orthologous DEGs showed coordinated expression pattern between Cd-treated maize and rice, and these include one large orthologs group of pleiotropic drug resistance (PDR)-type ABC transporters, two clusters of amino acid transporters, and 3 blocks of multidrug and toxic compound extrusion (MATE) efflux family transporters, and 3 clusters of heavy metal-associated domain (HMAD) isoprenylated plant proteins (HIPPs), as well as all 4 groups of zinc/iron regulated transporter protein (ZIPs). Additionally, several blocks of tandem maize paralogs, such as germin-like proteins (GLPs), phenylalanine ammonia-lyases (PALs) and several enzymes involved in JA biosynthesis, displayed consistent co-expression pattern under Cd stress. Out of the 1074 maize DEGs, approximately 30 maize Cd-responsive genes such as ZmHIPP27, stress-responsive NAC transcription factor (ZmSNAC1) and 9-cis-epoxycarotenoid dioxygenase (NCED, vp14) were also common stress-responsive genes reported to be uniformly regulated by multiple abiotic stresses. Moreover, the aforementioned three promising Cd-upregulated genes with rice counterparts were identified to be novel Cd-responsive genes in maize. Meanwhile, one maize glutamate decarboxylase (ZmGAD1) with Cd co-modulated rice ortholog was selected for further analysis of Cd tolerance via heterologous expression, and the results suggest that ZmGAD1 can confer Cd tolerance in yeast and tobacco leaves. CONCLUSIONS: These novel findings revealed the conserved function of Cd-responsive orthologs and paralogs, which would be valuable for elucidating the genetic basis of the plant response to Cd stress and unraveling Cd tolerance genes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5109-8) contains supplementary material, which is available to authorized users. BioMed Central 2018-09-26 /pmc/articles/PMC6158873/ /pubmed/30257650 http://dx.doi.org/10.1186/s12864-018-5109-8 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Cheng, Dan Tan, Mingpu Yu, Haijuan Li, Liang Zhu, Dandan Chen, Yahua Jiang, Mingyi Comparative analysis of Cd-responsive maize and rice transcriptomes highlights Cd co-modulated orthologs |
title | Comparative analysis of Cd-responsive maize and rice transcriptomes highlights Cd co-modulated orthologs |
title_full | Comparative analysis of Cd-responsive maize and rice transcriptomes highlights Cd co-modulated orthologs |
title_fullStr | Comparative analysis of Cd-responsive maize and rice transcriptomes highlights Cd co-modulated orthologs |
title_full_unstemmed | Comparative analysis of Cd-responsive maize and rice transcriptomes highlights Cd co-modulated orthologs |
title_short | Comparative analysis of Cd-responsive maize and rice transcriptomes highlights Cd co-modulated orthologs |
title_sort | comparative analysis of cd-responsive maize and rice transcriptomes highlights cd co-modulated orthologs |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6158873/ https://www.ncbi.nlm.nih.gov/pubmed/30257650 http://dx.doi.org/10.1186/s12864-018-5109-8 |
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