Genome Wide Association Study for Chlorate Resistance in Maize (Zea mays)
WANG Zi-Hui, JI Wei-Dong, WEI Jie, WANG Yun-Yun, WANG Hou-Miao, YANG Ze-Feng, XU Chen-Wu, LI Peng-Cheng*
Agricultural College of Yangzhou University/Key Laboratory of Plant Functional Genomics of the Ministry of Education/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops/Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
Abstract:Chlorate resistance is one of the reliable characters to evaluate crop nitrogen efficiency. To identify QTL and candidate genes for chlorate resistance in maize (Zea mays), the narutal variation of 7 traits were evaluated under control and chlorate treatment in 283 inbred lines. Chlorate resistance was calculated for each traits. The results showed that chlorophyll relative content, plant height, leaf length and shoot dry weight were significantly reduced after chlorate treatment. A total of 133 SNPs were identified by genome-wide association analysis, and 51, 53 and 29 SNPs were identified under normal condition, chlorate treatment and chlorate resistance for each trait. In combined genome wide association study (GWAS) and RNA-seq 13, possible candidate genes were identfied, including cleavage and polyadenylation specificity factor, N-acetylserotonin O-methyltransferase and MYB transcription factor. These results provide candidate genes for understanding the genetic mechanism of chlorate resistance in maize, and could help to identify key gene of nitrogen use efficiency and improve of nitrogen use efficiency in maize.
王孜慧, 吉伟东, 魏杰, 王芸芸, 王后苗, 杨泽峰, 徐辰武, 李鹏程. 玉米氯酸盐抗性全基因组关联分析[J]. 农业生物技术学报, 2023, 31(12): 2443-2453.
WANG Zi-Hui, JI Wei-Dong, WEI Jie, WANG Yun-Yun, WANG Hou-Miao, YANG Ze-Feng, XU Chen-Wu, LI Peng-Cheng. Genome Wide Association Study for Chlorate Resistance in Maize (Zea mays). 农业生物技术学报, 2023, 31(12): 2443-2453.
[1] 魏杰, 朱新杰, 王后苗, 等. 2020. 氯酸盐处理对不同基因型玉米苗期性状的影响[J]. 南京农业大学学报, 43(3): 423-430. (Wei J, Zhu X J, Wang H M, et al.2020. Effect of chlorate treatment on traits related to different genotypes of maize at the seedling stage[J]. Journal of Nanjing Agricultural University, 43(3): 423-430.) [2] 张瑛, 李浩, 张雨萱, 等. 2019. 水稻氯酸钾抗性与硝酸还原酶NR、亚硝酸还原酶NIR的关联性研究[J]. 中国农学通报, 35(14): 1-7. (Zhang Y, Li H, Zhang Y X, et al.2019. Study on the correlation between chlorate resistance and nitrate reductase (NR), nitrite reductase (NIR) of Oryza sativa[J]. Chinese Agricultural Science Bulletin, 35(14): 1-7.) [3] Agrama H A S, Zakaria A G, Said F B, et al.1999. Identification of quantitative trait loci for nitrogen use efficiency in maize[J]. Molecular Breeding, 5(2): 187-195. [4] Bradbury P J, Zhang Z, Kroon D E, et al.2007. TASSEL: Software for association mapping of complex traits in diverse samples[J]. Bioinformatics, 23(19): 2633-2635. [5] Cai H, Chu Q, Gu R, et al.2012. Identification of QTLs for plant height, ear height and grain yield in maize (Zea mays L.) in response to nitrogen and phosphorus supply[J]. Plant Breeding, 131(4): 502-510. [6] Chen X, Cui Z, Fan M, et al.2014. Producing more grain with lower environmental costs[J]. Nature, 514(7523): 486-489. [7] Coque M, Gallais A.2006. Genomic regions involved in response to grain yield selection at high and low nitrogen fertilization in maize[J]. Theoretical and Applied Genetics, 112(7): 1205-1220. [8] Coque M, Martin A, Veyrieras J B, et al.2008. Genetic variation for N-remobilization and postsilking N-uptake in a set of maize recombinant inbred lines. 3. QTL detection and coincidences[J]. Theoretical and Applied Genetics, 117(5): 729-747. [9] Gallais A, Hirel B.2004. An approach to the genetics of nitrogen use efficiency in maize[J]. Journal of Experimental Botany, 55(396): 295-306. [10] Gao Z, Wang Y, Chen G, et al.2019. The indica nitrate reductase gene OsNR2 allele enhances rice yield potential and nitrogen use efficiency[J]. Nature Communications, 10(1): 1-10. [11] Hirel B, Bertin P, Quilleré I, et al.2001. Towards a better understanding of the genetic and physiological basis for nitrogen use efficiency in maize[J]. Plant Physiology, 125(3): 1258-1270. [12] Hou Y, Sun J, Wu B, et al.2021. CPSF30-L-mediated recognition of mRNA m6A modification controls alternative polyadenylation of nitrate signaling-related gene transcripts in Arabidopsis[J]. Molecular Plant, 14(4): 688-699. [13] Hu B, Wang W, Ou S, et al.2015. Variation in NRT1.1B contributes to nitrate-use divergence between rice subspecies[J]. Nature Genetics, 47(7): 834-838. [14] Li P, Chen F, Cai H, et al.2015. A genetic relationship between nitrogen use efficiency and seedling root traits in maize as revealed by QTL analysis[J]. Journal of Experimental Botany, 66(11): 3175-3188. [15] Liu X, Hu B, Chu C.2022. Nitrogen assimilation in plants: Current status and future prospects[J]. Journal of Genetics and Genomics, 49(5): 394-404. [16] Liu X, Huang M, Fan B, et al.2016. Iterative usage of fixed and random effect models for powerful and efficient genome-wide association studies[J]. PLOS Genetics, 12(2): e1005767. [17] Qiao Y, Yin L, Wang B, et al.2019. Melatonin promotes plant growth by increasing nitrogen uptake and assimilation under nitrogen deficient condition in winter wheat[J]. Plant Physiology and Biochemistry, 139: 342-349. [18] Schaefer R J, Michno J M, Jeffers J, et al.2018. Integrating coexpression networks with GWAS to prioritize causal genes in maize[J]. The Plant Cell, 30(12): 2922-2942. [19] Sylvester-Bradley R, Kindred D R.2009. Analysing nitrogen responses of cereals to prioritize routes to the improvement of nitrogen use efficiency[J]. Journal of Experimental Botany, 60(7): 1939-1951. [20] Teng S, Tian C, Chen M, et al.2006. QTLs and candidate genes for chlorate resistance in rice (Oryza sativa L.)[J]. Euphytica, 152(2): 141-148. [21] Tsay Y F, Schroeder J I, Feldmann K A, et al.1993. The herbicide sensitivity gene CHL1 of Arabidopsis encodes a nitrate-inducible nitrate transporter[J]. Cell, 72(5): 705-713. [22] Wang H, Wei J, Li P, et al.2019. Integrating GWAS and gene expression analysis identifies candidate genes for root morphology traits in maize at the seedling stage[J]. Genes, 10(10): 773. [23] Wang D, Xu T, Yin Z, et al.2020. Overexpression of OsMYB305 in rice enhances the nitrogen uptake under low-nitrogen condition[J]. Frontiers in Plant Science, 11: 369. [24] Yan J, Tan B C.2019. Maize biology: From functional genomics to breeding application[J]. Journal of Integrative Plant Biology, 61(6): 654. [25] Yan J, Warburton M, Crouch J.2011. Association mapping for enhancing maize (Zea mays L.) genetic improvement[J]. Crop Science, 51(2): 433-449.