Association Analysis of Tiller-Related Traits with EST-SSR Markers in Psathyrostachys juncea

被引:1
作者
Li, Zhen [1 ]
Wang, Tian [1 ]
Yun, Lan [1 ,2 ]
Ren, Xiaomin [1 ]
Wang, Yong [1 ]
Shi, Fengling [1 ]
机构
[1] Inner Mongolia Agr Univ, Coll Grassland Resources & Environm, Hohhot 010010, Peoples R China
[2] Minist Educ, Key Lab Grassland Resources, Hohhot 010010, Peoples R China
基金
中国国家自然科学基金;
关键词
Psathyrostachys juncea; plant architecture; tillering traits; SSR markers; association analysis; GENETIC-VARIABILITY; COMPLEX TRAITS; TOLERANCE; L; EXPRESSION; RESISTANCE; SOFTWARE; QUALITY; GROWTH; YIELD;
D O I
10.3390/genes14101970
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Psathyrostachys juncea is a long-lived perennial Gramineae grass with dense basal tillers and soft leaves. It is used widely in cold and dry areas of Eurasia and North America to establish grazing pasture and is even used as an ideal plant for revegetation and ecological restoration. Plant architecture, especially tillering traits, is critical for bunch grasses in breeding programs, and these traits in plants are mostly quantitative traits. In this study, the genetic diversity, population structure, and linkage disequilibrium of 480 individual lines were analyzed using 127 pairs of the EST-SSR marker, and a significant association between ten plant-architecture-related traits of P. juncea and molecular markers was found. The results of the genetic diversity analysis showed that the number of observed alleles was 1.957, the number of effective alleles was 1.682, Shannon's information index was 0.554, observed heterozygosity was 0.353, expected heterozygosity was 0.379, and the polymorphism information content was 0.300. A total of 480 individual lines were clustered into five groups based on population genetic structure, principal coordinate analysis, and unweighted pair group method with arithmetic mean analysis (UPGMA). The linkage disequilibrium coefficient (r(2)) was between 0.00 and 0.68, with an average of 0.04, which indicated a relatively low level of linkage disequilibrium among loci. The results of the association analysis revealed 55 significant marker-trait associations (MTA). Moreover, nine SSR markers were associated with multiple traits. This study provides tools with promising applications in the molecular selection and breeding of P. juncea germplasm.
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页数:18
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共 77 条
  • [1] A Major Root Architecture QTL Responding to Water Limitation in Durum Wheat
    Alahmad, Samir
    El Hassouni, Khaoula
    Bassi, Filippo M.
    Dinglasan, Eric
    Youssef, Chvan
    Quarry, Georgia
    Aksoy, Alpaslan
    Mazzucotelli, Elisabetta
    Juhasz, Angela
    Able, Jason A.
    Christopher, Jack
    Voss-Fels, Kai P.
    Hickey, Lee T.
    [J]. FRONTIERS IN PLANT SCIENCE, 2019, 10
  • [2] Genetic Diversity and Selection Signatures in Synthetic-Derived Wheats and Modern Spring Wheat
    Ali, Mohsin
    Danting, Shan
    Wang, Jiankang
    Sadiq, Hafsa
    Rasheed, Awais
    He, Zhonghu
    Li, Huihui
    [J]. FRONTIERS IN PLANT SCIENCE, 2022, 13
  • [3] Alfalfa forage yield and leaf/stem ratio: narrow-sense heritability, genetic correlation, and parent selection procedures
    Annicchiarico, P.
    [J]. EUPHYTICA, 2015, 205 (02) : 409 - 420
  • [4] Identification of AFLP markers associated with spot blotch resistance through single marker analysis in barley (Hordeum vulgare L.)
    Arabi, M. I. E.
    Daoude, A. AL.
    Mokrani, L.
    Shoaib, A.
    Jawhar, M.
    [J]. CEREAL RESEARCH COMMUNICATIONS, 2021, 49 (02) : 285 - 290
  • [5] Fitting Linear Mixed-Effects Models Using lme4
    Bates, Douglas
    Maechler, Martin
    Bolker, Benjamin M.
    Walker, Steven C.
    [J]. JOURNAL OF STATISTICAL SOFTWARE, 2015, 67 (01): : 1 - 48
  • [6] Development and vigor of diploid and tetraploid Russian wildrye seedlings
    Berdahl, JD
    Ries, RE
    [J]. JOURNAL OF RANGE MANAGEMENT, 1997, 50 (01): : 80 - 84
  • [7] TASSEL: software for association mapping of complex traits in diverse samples
    Bradbury, Peter J.
    Zhang, Zhiwu
    Kroon, Dallas E.
    Casstevens, Terry M.
    Ramdoss, Yogesh
    Buckler, Edward S.
    [J]. BIOINFORMATICS, 2007, 23 (19) : 2633 - 2635
  • [8] Association mapping of kernel size and milling quality in wheat (Triticum aestivum L.) cultivars
    Breseghello, F
    Sorrells, ME
    [J]. GENETICS, 2006, 172 (02) : 1165 - 1177
  • [9] Genetic diversity and population structure of groundnut (Arachis hypogaeaL.) accessions using phenotypic traits and SSR markers: implications for rust resistance breeding
    Daudi, Happy
    Shimelis, Hussein
    Mathew, Isack
    Oteng-Frimpong, Richard
    Ojiewo, Chris
    Varshney, Rajeev K.
    [J]. GENETIC RESOURCES AND CROP EVOLUTION, 2021, 68 (02) : 581 - 604
  • [10] Tiller fertility is critical for improving grain yield, photosynthesis, and nitrogen efficiency in wheat
    Ding, Yong-gang
    Zhang, Xin-bo
    Ma, Quan
    Li, Fu-jian
    Tao, Rong-rong
    Zhu, Min
    Li, Chun-yan
    Zhu, Xin-kai
    Guo, Wen-shan
    Ding, Jin-feng
    [J]. JOURNAL OF INTEGRATIVE AGRICULTURE, 2023, 22 (07) : 2054 - 2066