Cargando…
Transcriptome analysis reveals candidate genes related to phosphorus starvation tolerance in sorghum
BACKGROUND: Phosphorus (P) deficiency in soil is a worldwide issue and a major constraint on the production of sorghum, which is an important staple food, forage and energy crop. The depletion of P reserves and the increasing price of P fertilizer make fertilizer application impractical, especially...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6624980/ https://www.ncbi.nlm.nih.gov/pubmed/31296169 http://dx.doi.org/10.1186/s12870-019-1914-8 |
_version_ | 1783434322849562624 |
---|---|
author | Zhang, Jinglong Jiang, Fangfang Shen, Yixin Zhan, Qiuwen Bai, Binqiang Chen, Wei Chi, Yingjun |
author_facet | Zhang, Jinglong Jiang, Fangfang Shen, Yixin Zhan, Qiuwen Bai, Binqiang Chen, Wei Chi, Yingjun |
author_sort | Zhang, Jinglong |
collection | PubMed |
description | BACKGROUND: Phosphorus (P) deficiency in soil is a worldwide issue and a major constraint on the production of sorghum, which is an important staple food, forage and energy crop. The depletion of P reserves and the increasing price of P fertilizer make fertilizer application impractical, especially in developing countries. Therefore, identifying sorghum accessions with low-P tolerance and understanding the underlying molecular basis for this tolerance will facilitate the breeding of P-efficient plants, thereby resolving the P crisis in sorghum farming. However, knowledge in these areas is very limited. RESULTS: The 29 sorghum accessions used in this study demonstrated great variability in their tolerance to low-P stress. The internal P content in the shoot was correlated with P tolerance. A low-P-tolerant accession and a low-P-sensitive accession were chosen for RNA-seq analysis to identify potential underlying molecular mechanisms. A total of 2089 candidate genes related to P starvation tolerance were revealed and found to be enriched in 11 pathways. Gene Ontology (GO) enrichment analyses showed that the candidate genes were associated with oxidoreductase activity. In addition, further study showed that malate affected the length of the primary root and the number of tips in sorghum suffering from low-P stress. CONCLUSIONS: Our results show that acquisition of P from soil contributes to low-P tolerance in different sorghum accessions; however, the underlying molecular mechanism is complicated. Plant hormone (including auxin, ethylene, jasmonic acid, salicylic acid and abscisic acid) signal transduction related genes and many transcriptional factors were found to be involved in low-P tolerance in sorghum. The identified accessions will be useful for breeding new sorghum varieties with enhanced P starvation tolerance. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12870-019-1914-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6624980 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-66249802019-07-23 Transcriptome analysis reveals candidate genes related to phosphorus starvation tolerance in sorghum Zhang, Jinglong Jiang, Fangfang Shen, Yixin Zhan, Qiuwen Bai, Binqiang Chen, Wei Chi, Yingjun BMC Plant Biol Research Article BACKGROUND: Phosphorus (P) deficiency in soil is a worldwide issue and a major constraint on the production of sorghum, which is an important staple food, forage and energy crop. The depletion of P reserves and the increasing price of P fertilizer make fertilizer application impractical, especially in developing countries. Therefore, identifying sorghum accessions with low-P tolerance and understanding the underlying molecular basis for this tolerance will facilitate the breeding of P-efficient plants, thereby resolving the P crisis in sorghum farming. However, knowledge in these areas is very limited. RESULTS: The 29 sorghum accessions used in this study demonstrated great variability in their tolerance to low-P stress. The internal P content in the shoot was correlated with P tolerance. A low-P-tolerant accession and a low-P-sensitive accession were chosen for RNA-seq analysis to identify potential underlying molecular mechanisms. A total of 2089 candidate genes related to P starvation tolerance were revealed and found to be enriched in 11 pathways. Gene Ontology (GO) enrichment analyses showed that the candidate genes were associated with oxidoreductase activity. In addition, further study showed that malate affected the length of the primary root and the number of tips in sorghum suffering from low-P stress. CONCLUSIONS: Our results show that acquisition of P from soil contributes to low-P tolerance in different sorghum accessions; however, the underlying molecular mechanism is complicated. Plant hormone (including auxin, ethylene, jasmonic acid, salicylic acid and abscisic acid) signal transduction related genes and many transcriptional factors were found to be involved in low-P tolerance in sorghum. The identified accessions will be useful for breeding new sorghum varieties with enhanced P starvation tolerance. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12870-019-1914-8) contains supplementary material, which is available to authorized users. BioMed Central 2019-07-11 /pmc/articles/PMC6624980/ /pubmed/31296169 http://dx.doi.org/10.1186/s12870-019-1914-8 Text en © The Author(s). 2019 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 Zhang, Jinglong Jiang, Fangfang Shen, Yixin Zhan, Qiuwen Bai, Binqiang Chen, Wei Chi, Yingjun Transcriptome analysis reveals candidate genes related to phosphorus starvation tolerance in sorghum |
title | Transcriptome analysis reveals candidate genes related to phosphorus starvation tolerance in sorghum |
title_full | Transcriptome analysis reveals candidate genes related to phosphorus starvation tolerance in sorghum |
title_fullStr | Transcriptome analysis reveals candidate genes related to phosphorus starvation tolerance in sorghum |
title_full_unstemmed | Transcriptome analysis reveals candidate genes related to phosphorus starvation tolerance in sorghum |
title_short | Transcriptome analysis reveals candidate genes related to phosphorus starvation tolerance in sorghum |
title_sort | transcriptome analysis reveals candidate genes related to phosphorus starvation tolerance in sorghum |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6624980/ https://www.ncbi.nlm.nih.gov/pubmed/31296169 http://dx.doi.org/10.1186/s12870-019-1914-8 |
work_keys_str_mv | AT zhangjinglong transcriptomeanalysisrevealscandidategenesrelatedtophosphorusstarvationtoleranceinsorghum AT jiangfangfang transcriptomeanalysisrevealscandidategenesrelatedtophosphorusstarvationtoleranceinsorghum AT shenyixin transcriptomeanalysisrevealscandidategenesrelatedtophosphorusstarvationtoleranceinsorghum AT zhanqiuwen transcriptomeanalysisrevealscandidategenesrelatedtophosphorusstarvationtoleranceinsorghum AT baibinqiang transcriptomeanalysisrevealscandidategenesrelatedtophosphorusstarvationtoleranceinsorghum AT chenwei transcriptomeanalysisrevealscandidategenesrelatedtophosphorusstarvationtoleranceinsorghum AT chiyingjun transcriptomeanalysisrevealscandidategenesrelatedtophosphorusstarvationtoleranceinsorghum |