Genome-wide characterization and development of SSR markers for genetic diversity analysis in northwestern Himalayas Walnut (Juglans regia L.)

被引:0
|
作者
H. Itoo
Rafiq Ahmad Shah
S. Qurat
Afnan Jeelani
Sheikh Khursheed
Zahoor A. Bhat
M. A. Mir
G. H. Rather
Sajad Majeed Zargar
M. D. Shah
Bilal A. Padder
机构
[1] Pahnoo Shopian,Ambri Apple Research Centre
[2] Sheri-e-Kashmir University of Agricultural Sciences and Technology of Kashmir,Division of Fruit Science
[3] Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir,Proteomics Laboratory, Division of Plant Biotechnology
[4] Faculty of Horticulture,Plant Virology and Molecular Plant Pathology Laboratory, Division of Plant Pathology
[5] Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir,undefined
[6] Faculty of Horticulture,undefined
[7] Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir,undefined
来源
3 Biotech | 2023年 / 13卷
关键词
Genome-wide SSR markers; SSR validation; Walnut diversity; In silico PCR; Kashmir;
D O I
暂无
中图分类号
学科分类号
摘要
In the present study, we designed and validated genome-wide polymorphic SSR markers (110 SSRs) by mining the walnut genome. A total of 198,924 SSR loci were identified. Among these, successful primers were designed for 162,594 (81.73%) SSR loci. Dinucleotides were the most predominant accounting for 88.40% (175,075) of total SSRs. The SSR frequency was 377.312 SSR/Mb and it showed a decreasing trend from dinucleotide to octanucleotide motifs. We identified 20 highly polymorphic SSR markers and used them to genotype 72 walnut accessions. Over all, we obtained 118 alleles that ranged from 2 to 12 with an average value of 5.9. The higher SSR PIC values indicate their robustness in discriminating walnut genotypes. Heat map, PCA, and population structure categorized 72 walnut genotypes into 2 distinct clusters. The genetic variation within population was higher than among population as inferred by analysis of molecular variance (AMOVA). For walnut improvement, it is necessary to have a large repository of SSRs with high discriminative power. The present study reports 150,000 SSRs, which is the largest SSR repository for this important nut crop. Scientific communities may use this repository for walnut improvement such as QTL mapping, genetic studies, linkage map construction, and marker-assisted selection.
引用
收藏
相关论文
共 50 条
  • [21] Genetic Diversity, Structure and Differentiation in Cultivated Walnut (Juglans regia L.)
    Aradhya, M.
    Woeste, K.
    Velasco, D.
    [J]. VI INTERNATIONAL WALNUT SYMPOSIUM, 2010, 861 : 127 - 132
  • [22] DNA fingerprinting and genetic diversity analysis with SCoT markers of Persian walnut populations (Juglans regia L.) in Iran
    Tabasi, Melika
    Sheidai, Masoud
    Hassani, Darab
    Koohdar, Fahimeh
    [J]. GENETIC RESOURCES AND CROP EVOLUTION, 2020, 67 (06) : 1437 - 1447
  • [23] Development of 185 polymorphic simple sequence repeat (SSR) markers from walnut (Juglans regia L.)
    Topcu, Hayat
    Ikhsan, Adi Surya
    Sutyemez, Mehmet
    Coban, Nergiz
    Guney, Murat
    Kafkas, Salih
    [J]. SCIENTIA HORTICULTURAE, 2015, 194 : 160 - 167
  • [24] Genome-Wide Identification and Characterization of bHLH Transcription Factors Related to Anthocyanin Biosynthesis in Red Walnut (Juglans regia L.)
    Zhao, Wei
    Liu, Yonghui
    Li, Lin
    Meng, Haijun
    Yang, Ying
    Dong, Zhaobin
    Wang, Lei
    Wu, Guoliang
    [J]. FRONTIERS IN GENETICS, 2021, 12
  • [25] JrbHLH Gene Family: Genome-Wide Identification and Transcriptional Expression in Persian Walnut (Juglans regia L.)
    Ullah, Irfan
    Hou, Na
    Yan, Feng
    Khan, Hanif
    Bai, Xurong
    Ullah, Sana
    Yue, Ming
    Zhao, Peng
    [J]. POLISH JOURNAL OF ENVIRONMENTAL STUDIES, 2021, 30 (02): : 1831 - 1839
  • [26] Genome-Wide Identification and Transcriptional Expression of the PAL Gene Family in Common Walnut (Juglans Regia L.)
    Yan, Feng
    Li, Huaizhu
    Zhao, Peng
    [J]. GENES, 2019, 10 (01)
  • [27] Genome-Wide Identification of WOX Gene Family and Expression Analysis during Rejuvenational Rhizogenesis in Walnut (Juglans regia L.)
    Chang, Yingying
    Song, Xiaobo
    Zhang, Qixiang
    Liu, Hao
    Bai, Yongchao
    Lei, Xiashuo
    Pei, Dong
    [J]. FORESTS, 2020, 11 (01):
  • [28] Genetic diversity detection of seed-propagated walnut (Juglans regia L.) germ plasm from Eastern Anatolia using SSR markers
    Orhan, Emine
    Eyduran, Sadiye Peral
    Poljuha, Danijela
    Akin, Meleksen
    Weber, Tim
    Ercisli, Sezai
    [J]. FOLIA HORTICULTURAE, 2020, 32 (01) : 37 - 46
  • [29] Molecular characterization and genetic relatedness among walnut (Juglans regia L.) genotypes based on RAPD markers
    Nicese, FP
    Hormaza, JI
    McGranahan, GH
    [J]. EUPHYTICA, 1998, 101 (02) : 199 - 206
  • [30] Assessment and characterization of genetic relationships of walnut (Juglans regia L.) genotypes by three types of molecular markers
    Dogan, Yildiz
    Kafkas, Salih
    Sutyemez, Mehmet
    Akca, Yasar
    Turemis, Nurgul
    [J]. SCIENTIA HORTICULTURAE, 2014, 168 : 81 - 87