TY - JOUR
T1 - Transcriptional variation is associated with differences in shoot sodium accumulation in distinct barley varieties
AU - Amarasinghe, Shanika L.
AU - Watson-Haigh, Nathan S.
AU - Byrt, Caitlin
AU - James, Richard
AU - Qiu, J.
AU - Berkowitz, Oliver
AU - Whelan, J.
AU - Roy, Stuart J.
AU - Gilliham, Matthew
AU - Baumann, Ute
N1 - Funding Information:
We thank the Grains Research and Development Corporation (GRDC) for funding this research through UA000145 to SJR., MG, RJ and through a Science and Innovation Award for CSB. This research was also supported by the Australian Research Council (ARC) in the form of CE140100008 and FT130100709 to MG and DE150100837 to CSB. The Australian Centre for Plant Functional Genomics was funded by awards from the ARC and the GRDC. Furthermore, we thank Carol Blake (CSIRO Plant Industry) for help with plant sampling; Cynthia Liu from the ARC Centre of Excellence in Plant Energy Biology for their contribution to generating the RNA-Seq data; and Asmini Athman (University of Adelaide) for assistance with arranging RNA quality control analysis. We also thank Dr. Ulrik John from the Victorian Department of Primary Industries for critically reading the manuscript and providing valuable feedback.
Funding Information:
We thank the Grains Research and Development Corporation (GRDC) for funding this research through UA000145 to SJR. MG, RJ and through a Science and Innovation Award for CSB. This research was also supported by the Australian Research Council (ARC) in the form of CE140100008 and FT130100709 to MG and DE150100837 to CSB. The Australian Centre for Plant Functional Genomics was funded by awards from the ARC and the GRDC. Furthermore, we thank Carol Blake (CSIRO Plant Industry) for help with plant sampling; Cynthia Liu from the ARC Centre of Excellence in Plant Energy Biology for their contribution to generating the RNA-Seq data; and Asmini Athman (University of Adelaide) for assistance with arranging RNA quality control analysis. We also thank Dr. Ulrik John from the Victorian Department of Primary Industries for critically reading the manuscript and providing valuable feedback.
Publisher Copyright:
© 2019
PY - 2019/10
Y1 - 2019/10
N2 - Soil salinity causes large productivity losses for agriculture worldwide. Barley has been identified as one of the more salt tolerant staple crops compared to wheat and rice. Identification of genes and allelic variations underlying various salt tolerance mechanisms in barley will be a practical contribution towards the development of cereal lines with greater salinity tolerance. Here, RNA from six barley varieties with varying leaf blade and sheath Na+ accumulation following salt (NaCl) treatment were sequenced. Differential gene expression analysis, variant calling and gene co-regulatory network analysis was conducted to identify potential molecular components underlying the shoot Na+ phenotypes. We identified novel alleles of HKT1;5 that could be responsible for high Na+ accumulation in blade and sheath. Furthermore, through statistical modelling of gene expression, a Na+/H+ Exchanger (NHX) gene was identified as a candidate for high sheath Na+ accumulation. Through co-expression networks, we discovered expression pattern variation for genes related to terpenoid phenylpropanoid and flavonoid metabolism amongst the six varieties. The gene candidates identified in this study provide us with targets of interest for future characterisation of molecular mechanisms that may contribute to salt stress tolerance in barley.
AB - Soil salinity causes large productivity losses for agriculture worldwide. Barley has been identified as one of the more salt tolerant staple crops compared to wheat and rice. Identification of genes and allelic variations underlying various salt tolerance mechanisms in barley will be a practical contribution towards the development of cereal lines with greater salinity tolerance. Here, RNA from six barley varieties with varying leaf blade and sheath Na+ accumulation following salt (NaCl) treatment were sequenced. Differential gene expression analysis, variant calling and gene co-regulatory network analysis was conducted to identify potential molecular components underlying the shoot Na+ phenotypes. We identified novel alleles of HKT1;5 that could be responsible for high Na+ accumulation in blade and sheath. Furthermore, through statistical modelling of gene expression, a Na+/H+ Exchanger (NHX) gene was identified as a candidate for high sheath Na+ accumulation. Through co-expression networks, we discovered expression pattern variation for genes related to terpenoid phenylpropanoid and flavonoid metabolism amongst the six varieties. The gene candidates identified in this study provide us with targets of interest for future characterisation of molecular mechanisms that may contribute to salt stress tolerance in barley.
KW - HKT
KW - Hordeum vulgare cultivars
KW - NHX
UR - https://www.scopus.com/pages/publications/85069589719
U2 - 10.1016/j.envexpbot.2019.103812
DO - 10.1016/j.envexpbot.2019.103812
M3 - Article
AN - SCOPUS:85069589719
SN - 0098-8472
VL - 166
JO - Environmental and Experimental Botany
JF - Environmental and Experimental Botany
M1 - 103812
ER -