Mining Salt Tolerance SNP Loci and Prediction of Candidate Genes in the Rice Bud Stage by Genome-Wide Association Analysis

被引:2
作者
Wang, Rui [1 ]
Zhou, Zhenzhen [1 ]
Xiong, Mengyuan [1 ]
Du, Mingyu [1 ]
Lin, Xingxing [1 ]
Liu, Cuiping [1 ]
Lu, Mingwei [1 ]
Liu, Zhengbo [1 ]
Chang, Yinping [1 ]
Liu, Erbao [1 ]
机构
[1] Anhui Agr Univ, Coll Agron, Hefei 230036, Peoples R China
来源
PLANTS-BASEL | 2023年 / 12卷 / 11期
基金
中国国家自然科学基金;
关键词
rice; germination stage; salt tolerance; SNP loci; genome-wide association analysis; QUANTITATIVE TRAIT LOCUS; TRANSCRIPTION FACTOR; ZINC-FINGER; STRESS TOLERANCE; SALINITY STRESS; PROTEIN-KINASE; INDICA RICE; IDENTIFICATION; ARABIDOPSIS; GROWTH;
D O I
10.3390/plants12112163
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Mining salt tolerance genes is significant for breeding high-quality salt-tolerant rice varieties in order to improve the utilization of saline-alkaline land. In this study, 173 rice accessions were measured for their germination potential (GP), germination rate (GR), seedling length (SL), root length (RL), germination potential relative to salt damage rate (GPR), germination rate relative to salt damage rate (GRR), seedling length relative to salt damage rate (SLR), relative salt damage rate at the germination stage (RSD) and comprehensive relative salt damage rate in the early seedling stage (CRS) under normal and salt stress conditions. Genome-wide association analysis was performed with 1,322,884 high-quality SNPs obtained by resequencing. Eight quantitative trait loci (QTLs) related to salt tolerance traits at the germination stage were detected in 2020 and 2021. They were related to the GPR (qGPR2) and SLR (qSLR9), which were newly discovered in this study. Three genes were predicted as salt tolerance candidate genes: LOC_Os02g40664, LOC_Os02g40810, and LOC_Os09g28310. At present, marker-assisted selection (MAS) and gene-edited breeding are becoming more widespread. Our discovery of candidate genes provides a reference for research in this field. The elite alleles identified in this study may provide a molecular basis for cultivating salt-tolerant rice varieties.
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页数:21
相关论文
共 59 条
[1]   Mapping of QTLs Controlling Na+, K+ and Cl- Ion Concentrations in Salt Tolerant Indica Rice Variety CSR27 [J].
Ammar, M. H. M. ;
Pandit, Awadhesh ;
Singh, R. K. ;
Sameena, S. ;
Chauhan, M. S. ;
Singh, A. K. ;
Sharma, P. C. ;
Gaikwad, Kishor ;
Sharma, T. R. ;
Mohapatra, Trilochan ;
Singh, N. K. .
JOURNAL OF PLANT BIOCHEMISTRY AND BIOTECHNOLOGY, 2009, 18 (02) :139-150
[2]   Functional characterisation of OsCPK21, a calcium-dependent protein kinase that confers salt tolerance in rice [J].
Asano, Takayuki ;
Hakata, Makoto ;
Nakamura, Hidemitsu ;
Aoki, Naohiro ;
Komatsu, Setsuko ;
Ichikawa, Hiroaki ;
Hirochika, Hirohiko ;
Ohsugi, Ryu .
PLANT MOLECULAR BIOLOGY, 2011, 75 (1-2) :179-191
[3]   Comparative Transcriptome Analysis of Rice Resistant and Susceptible Genotypes to Xanthomonas oryzae pv. oryzae Identifies Novel Genes to Control Bacterial Leaf Blight [J].
Bakade, Rahul ;
Ingole, Kishor D. ;
Deshpande, Sanjay ;
Pal, Garima ;
Patil, Swathi S. ;
Bhattacharjee, Saikat ;
Prasannakumar, M. K. ;
Ramu, Vemanna S. .
MOLECULAR BIOTECHNOLOGY, 2021, 63 (08) :719-731
[4]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[5]   New quantitative trait loci for enhancing adaptation to salinity in rice from Hasawi, a Saudi landrace into three African cultivars at the reproductive stage [J].
Bimpong, Isaac Kofi ;
Manneh, Baboucarr ;
Diop, Bathe ;
Ghislain, Kanfany ;
Sow, Abdulai ;
Amoah, Nana Kofi Abaka ;
Gregorio, Glenn ;
Singh, Rakesh Kumar ;
Ortiz, Rodomiro ;
Wopereis, Marco .
EUPHYTICA, 2014, 200 (01) :45-60
[6]   MULTIPLE SIGNIFICANCE TESTS - THE BONFERRONI METHOD .10. [J].
BLAND, JM ;
ALTMAN, DG .
BRITISH MEDICAL JOURNAL, 1995, 310 (6973) :170-170
[7]   TASSEL: software for association mapping of complex traits in diverse samples [J].
Bradbury, Peter J. ;
Zhang, Zhiwu ;
Kroon, Dallas E. ;
Casstevens, Terry M. ;
Ramdoss, Yogesh ;
Buckler, Edward S. .
BIOINFORMATICS, 2007, 23 (19) :2633-2635
[8]   AtZFP1, encoding Arabidopsis thaliana C2H2 zinc-finger protein 1, is expressed downstream of photomorphogenic activation [J].
Chrispeels, HE ;
Oettinger, H ;
Janvier, N ;
Tague, BW .
PLANT MOLECULAR BIOLOGY, 2000, 42 (02) :279-290
[9]   The Application of Multi-Locus GWAS for the Detection of Salt-Tolerance Loci in Rice [J].
Cui, Yanru ;
Zhang, Fan ;
Zhou, Yongli .
FRONTIERS IN PLANT SCIENCE, 2018, 9
[10]   Salt-dependent regulation of chloride channel transcripts in rice [J].
Diédhiou, C ;
Golldack, D .
PLANT SCIENCE, 2006, 170 (04) :793-800