Applied Biological Sciences, Gifu University, Yanagido 1-1, Gifu, Gifu 501-1193, Japan.
Research Faculty of Agriculture, Hokkaido University, Kita-9, Nishi-9, Kitaku, Sapporo, 060-8589, Japan.
Plant Sci. 2021 Jan;302:110711. doi: 10.1016/j.plantsci.2020.110711. Epub 2020 Oct 14.
To identify unknown regulatory mechanisms leading to aluminium (Al)-induction of the Al tolerance gene ALS3, we conducted an expression genome-wide association study (eGWAS) for ALS3 in the shoots of 95 Arabidopsis thaliana accessions in the presence of Al. The eGWAS was conducted using a mixed linear model with 145,940 genome-wide single nucleotide polymorphisms (SNPs) and the association results were validated using reverse genetics. We found that many SNPs from the eGWAS were associated with genes related to phosphatidylinositol metabolism as well as stress signal transduction, including Casignals, inter-connected in a co-expression network. Of these, PLC9, CDPK32, ANAC071, DIR1, and a hypothetical protein (AT4G10470) possessed amino acid sequence/ gene expression level polymorphisms that were significantly associated with ALS3 expression level variation. Furthermore, T-DNA insertion mutants of PLC9, CDPK32, and ANAC071 suppressed shoot ALS3 expression in the presence of Al. This study clarified the regulatory mechanisms of ALS3 expression in the shoot and provided genetic evidence of the involvement of phosphatidylinositol-derived signal transduction under Al stress.
为了确定导致铝(Al)诱导 ALS3 耐铝基因的未知调控机制,我们在存在 Al 的情况下,对 95 个拟南芥品系的地上部分进行了 ALS3 的全基因组表达关联研究(eGWAS)。eGWAS 使用混合线性模型进行,共使用了 145940 个全基因组单核苷酸多态性(SNP),关联结果使用反向遗传学进行验证。我们发现,eGWAS 的许多 SNP 与涉及磷脂酰肌醇代谢以及应激信号转导的基因相关,包括 Casignals,在一个共表达网络中相互连接。其中,PLC9、CDPK32、ANAC071、DIR1 和一个假定蛋白(AT4G10470)具有与 ALS3 表达水平变化显著相关的氨基酸序列/基因表达水平多态性。此外,PLC9、CDPK32 和 ANAC071 的 T-DNA 插入突变体抑制了 Al 存在下地上部分 ALS3 的表达。本研究阐明了地上部分 ALS3 表达的调控机制,并提供了磷脂酰肌醇衍生的信号转导在 Al 胁迫下参与的遗传证据。