Cargando…
Comparative transcriptome analysis reveals key cadmium transport-related genes in roots of two pak choi (Brassica rapa L. ssp. chinensis) cultivars
BACKGROUND: Cadmium translocation from roots to shoots is a complex biological process that is controlled by gene regulatory networks. Pak choi exhibits wide cultivar variations in Cd accumulation. However, the molecular mechanism involved in cadmium translocation and accumulation is still unclear....
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5549386/ https://www.ncbi.nlm.nih.gov/pubmed/28789614 http://dx.doi.org/10.1186/s12864-017-3973-2 |
_version_ | 1783255968823377920 |
---|---|
author | Yu, Rugang Li, Dan Du, Xueling Xia, Shenglan Liu, Caifeng Shi, Gangrong |
author_facet | Yu, Rugang Li, Dan Du, Xueling Xia, Shenglan Liu, Caifeng Shi, Gangrong |
author_sort | Yu, Rugang |
collection | PubMed |
description | BACKGROUND: Cadmium translocation from roots to shoots is a complex biological process that is controlled by gene regulatory networks. Pak choi exhibits wide cultivar variations in Cd accumulation. However, the molecular mechanism involved in cadmium translocation and accumulation is still unclear. To isolate differentially expressed genes (DEGs) involved in transporter-mediated regulatory mechanisms of Cd translocation in two contrasting pak choi cultivars, Baiyewuyueman (B, high Cd accumulator) and Kuishan’aijiaoheiye (K, low Cd accumulator), eight cDNA libraries from the roots of two cultivars were constructed and sequenced by RNA-sequencing. RESULTS: A total of 244,190 unigenes were obtained. Of them, 6827 DEGs, including BCd(10) vs. BCd(0) (690), KCd(10) vs. KCd(0) (2733), KCd(0) vs. BCd(0) (2919), and KCd(10) vs. BCd(10) (3455), were identified. Regulatory roles of these DEGs were annotated and clarified through GO and KEEG enrichment analysis. Interestingly, 135 DEGs encoding ion transport (i.e. ZIPs, P(1B)-type ATPase and MTPs) related proteins were identified. The expression patterns of ten critical genes were validated using RT-qPCR analysis. Furthermore, a putative model of cadmium translocation regulatory network in pak choi was proposed. CONCLUSIONS: High Cd cultivar (Baiyewuyueman) showed higher expression levels in plasma membrane-localized transport genes (i.e., ZIP2, ZIP3, IRT1, HMA2 and HMA4) and tonoplast-localized transport genes (i.e., CAX4, HMA3, MRP7, MTP3 and COPT5) than low Cd cultivar (Kuishan’aijiaoheiye). These genes, therefore, might be involved in root-to-shoot Cd translocation in pak choi. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-017-3973-2) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5549386 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-55493862017-08-11 Comparative transcriptome analysis reveals key cadmium transport-related genes in roots of two pak choi (Brassica rapa L. ssp. chinensis) cultivars Yu, Rugang Li, Dan Du, Xueling Xia, Shenglan Liu, Caifeng Shi, Gangrong BMC Genomics Research Article BACKGROUND: Cadmium translocation from roots to shoots is a complex biological process that is controlled by gene regulatory networks. Pak choi exhibits wide cultivar variations in Cd accumulation. However, the molecular mechanism involved in cadmium translocation and accumulation is still unclear. To isolate differentially expressed genes (DEGs) involved in transporter-mediated regulatory mechanisms of Cd translocation in two contrasting pak choi cultivars, Baiyewuyueman (B, high Cd accumulator) and Kuishan’aijiaoheiye (K, low Cd accumulator), eight cDNA libraries from the roots of two cultivars were constructed and sequenced by RNA-sequencing. RESULTS: A total of 244,190 unigenes were obtained. Of them, 6827 DEGs, including BCd(10) vs. BCd(0) (690), KCd(10) vs. KCd(0) (2733), KCd(0) vs. BCd(0) (2919), and KCd(10) vs. BCd(10) (3455), were identified. Regulatory roles of these DEGs were annotated and clarified through GO and KEEG enrichment analysis. Interestingly, 135 DEGs encoding ion transport (i.e. ZIPs, P(1B)-type ATPase and MTPs) related proteins were identified. The expression patterns of ten critical genes were validated using RT-qPCR analysis. Furthermore, a putative model of cadmium translocation regulatory network in pak choi was proposed. CONCLUSIONS: High Cd cultivar (Baiyewuyueman) showed higher expression levels in plasma membrane-localized transport genes (i.e., ZIP2, ZIP3, IRT1, HMA2 and HMA4) and tonoplast-localized transport genes (i.e., CAX4, HMA3, MRP7, MTP3 and COPT5) than low Cd cultivar (Kuishan’aijiaoheiye). These genes, therefore, might be involved in root-to-shoot Cd translocation in pak choi. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-017-3973-2) contains supplementary material, which is available to authorized users. BioMed Central 2017-08-08 /pmc/articles/PMC5549386/ /pubmed/28789614 http://dx.doi.org/10.1186/s12864-017-3973-2 Text en © The Author(s). 2017 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 Yu, Rugang Li, Dan Du, Xueling Xia, Shenglan Liu, Caifeng Shi, Gangrong Comparative transcriptome analysis reveals key cadmium transport-related genes in roots of two pak choi (Brassica rapa L. ssp. chinensis) cultivars |
title | Comparative transcriptome analysis reveals key cadmium transport-related genes in roots of two pak choi (Brassica rapa L. ssp. chinensis) cultivars |
title_full | Comparative transcriptome analysis reveals key cadmium transport-related genes in roots of two pak choi (Brassica rapa L. ssp. chinensis) cultivars |
title_fullStr | Comparative transcriptome analysis reveals key cadmium transport-related genes in roots of two pak choi (Brassica rapa L. ssp. chinensis) cultivars |
title_full_unstemmed | Comparative transcriptome analysis reveals key cadmium transport-related genes in roots of two pak choi (Brassica rapa L. ssp. chinensis) cultivars |
title_short | Comparative transcriptome analysis reveals key cadmium transport-related genes in roots of two pak choi (Brassica rapa L. ssp. chinensis) cultivars |
title_sort | comparative transcriptome analysis reveals key cadmium transport-related genes in roots of two pak choi (brassica rapa l. ssp. chinensis) cultivars |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5549386/ https://www.ncbi.nlm.nih.gov/pubmed/28789614 http://dx.doi.org/10.1186/s12864-017-3973-2 |
work_keys_str_mv | AT yurugang comparativetranscriptomeanalysisrevealskeycadmiumtransportrelatedgenesinrootsoftwopakchoibrassicarapalsspchinensiscultivars AT lidan comparativetranscriptomeanalysisrevealskeycadmiumtransportrelatedgenesinrootsoftwopakchoibrassicarapalsspchinensiscultivars AT duxueling comparativetranscriptomeanalysisrevealskeycadmiumtransportrelatedgenesinrootsoftwopakchoibrassicarapalsspchinensiscultivars AT xiashenglan comparativetranscriptomeanalysisrevealskeycadmiumtransportrelatedgenesinrootsoftwopakchoibrassicarapalsspchinensiscultivars AT liucaifeng comparativetranscriptomeanalysisrevealskeycadmiumtransportrelatedgenesinrootsoftwopakchoibrassicarapalsspchinensiscultivars AT shigangrong comparativetranscriptomeanalysisrevealskeycadmiumtransportrelatedgenesinrootsoftwopakchoibrassicarapalsspchinensiscultivars |