Genome-wide discovery of di-nucleotide SSR markers based on whole genome re-sequencing data of Cicer arietinum L. and Cicer reticulatum Ladiz

被引:9
作者
Sari, Duygu [1 ]
Sari, Hatice [1 ]
Ikten, Cengiz [2 ]
Toker, Cengiz [1 ]
机构
[1] Akdeniz Univ, Dept Field Crops, Fac Agr, TR-07070 Antalya, Turkiye
[2] Akdeniz Univ, Dept Plant Protect, Fac Agr, TR-07070 Antalya, Turkiye
关键词
GENETIC DIVERSITY; LINKAGE MAP; MICROSATELLITE MARKERS; MOLECULAR MARKERS; NITROGEN-FIXATION; GENUS CICER; CHICKPEA; CULTIVARS; AFLP; GENOTYPES;
D O I
10.1038/s41598-023-37268-w
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Simple sequence repeats (SSRs) are valuable genetic markers due to their co-dominant inheritance, multi-allelic and reproducible nature. They have been largely used for exploiting genetic architecture of plant germplasms, phylogenetic analysis, and mapping studies. Among the SSRs, di-nucleotide repeats are the most frequent of the simple repeats distributed throughout the plant genomes. In present study, we aimed to discover and develop di-nucleotide SSR markers by using the whole genome re-sequencing (WGRS) data from Cicer arietinum L. and C. reticulatum Ladiz. A total of 35,329 InDels were obtained in C. arietinum, whereas 44,331 InDels in C. reticulatum. 3387 InDels with 2 bp length were detected in C. arietinum, there were 4704 in C. reticulatum. Among 8091 InDels, 58 di-nucleotide regions that were polymorphic between two species were selected and used for validation. We tested primers for evaluation of genetic diversity in 30 chickpea genotypes including C. arietinum, C. reticulatum, C. echinospermum P.H. Davis, C. anatolicum Alef., C. canariense A. Santos & G.P. Lewis, C. microphyllum Benth., C. multijugum Maesen, C. oxyodon Boiss. & Hohen. and C. songaricum Steph ex DC. A total of 244 alleles were obtained for 58 SSR markers giving an average of 2.36 alleles per locus. The observed heterozygosity was 0.08 while the expected heterozygosity was 0.345. Polymorphism information content was found to be 0.73 across all loci. Phylogenetic tree and principal coordinate analysis clearly divided the accessions into four groups. The SSR markers were also evaluated in 30 genotypes of a RIL population obtained from an interspecific cross between C. arietinum and C. reticulatum. Chi-square (chi(2)) test revealed an expected 1:1 segregation ratio in the population. These results demonstrated the success of SSR identification and marker development for chickpea with the use of WGRS data. The newly developed 58 SSR markers are expected to be useful for chickpea breeders.
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页数:13
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共 96 条
  • [1] Assessment of genetic diversity among 125 cultivars of chickpea (Cicer arietinum L.) of Indian origin using ISSR markers
    Aggarwal, Himanshu
    Rao, Alka
    Kumar, Anil
    Singh, Jasbir
    Rana, Jogender Singh
    Naik, Pradeep Kumar
    Chhokar, Vinod
    [J]. TURKISH JOURNAL OF BOTANY, 2015, 39 (02) : 218 - 226
  • [2] Comparison of genetic variation and differentiation among annual Cicer species using start codon targeted (SCoT) polymorphism, DAMD-PCR, and ISSR markers
    Amirmoradi, Baharak
    Talebi, Reza
    Karami, Ezaat
    [J]. PLANT SYSTEMATICS AND EVOLUTION, 2012, 298 (09) : 1679 - 1688
  • [3] Characterization of EST-SSR markers in durum wheat EST library and functional analysis of SSR-containing EST fragments
    Asadi, Ali Akbar
    Monfared, Sajad Rashidi
    [J]. MOLECULAR GENETICS AND GENOMICS, 2014, 289 (04) : 625 - 640
  • [4] Bakir M., 2021, Wild Germplasm for Genetic Improvement in Crop Plants, P269, DOI 10.1016/B978-0-12-822137-2.00015-1
  • [5] BOTSTEIN D, 1980, AM J HUM GENET, V32, P314
  • [6] fastp: an ultra-fast all-in-one FASTQ preprocessor
    Chen, Shifu
    Zhou, Yanqing
    Chen, Yaru
    Gu, Jia
    [J]. BIOINFORMATICS, 2018, 34 (17) : 884 - 890
  • [7] Genetic structure and diversity analysis of the primary gene pool of chickpea using SSR markers
    Choudhary, P.
    Khanna, S. M.
    Jain, P. K.
    Bharadwaj, C.
    Kumar, J.
    Lakhera, P. C.
    Srinivasan, R.
    [J]. GENETICS AND MOLECULAR RESEARCH, 2012, 11 (02): : 891 - 905
  • [8] Development of sequence-tagged microsatellite site markers for chickpea (Cicer arietinum L.)
    Choudhary, S
    Sethy, NK
    Shokeen, B
    Bhatia, S
    [J]. MOLECULAR ECOLOGY NOTES, 2006, 6 (01): : 93 - 95
  • [9] Introgression of Resistance to Leafminer (Liriomyza cicerina Rondani) from Cicer reticulatum Ladiz. to C. arietinum L. and Relationships between Potential Biochemical Selection Criteria
    Chrigui, Nesrine
    Sari, Duygu
    Sari, Hatice
    Eker, Tuba
    Cengiz, Mehmet Fatih
    Ikten, Cengiz
    Toker, Cengiz
    [J]. AGRONOMY-BASEL, 2021, 11 (01):
  • [10] Genetic Diversity, Population Structure, and Linkage Disequilibrium of an Association-Mapping Panel Revealed by Genome-Wide SNP Markers in Sesame
    Cui, Chengqi
    Mei, Hongxian
    Liu, Yanyang
    Zhang, Haiyang
    Zheng, Yongzhan
    [J]. FRONTIERS IN PLANT SCIENCE, 2017, 8