scholarly journals A genome-wide association study of 23 agronomic traits in Chinese wheat landraces

2017 ◽  
Vol 91 (5) ◽  
pp. 861-873 ◽  
Author(s):  
Yaxi Liu ◽  
Yu Lin ◽  
Shang Gao ◽  
Zhanyi Li ◽  
Jian Ma ◽  
...  
Plant Disease ◽  
2021 ◽  
Author(s):  
Hao Tang ◽  
Zhi Tan ◽  
Xiangxiang Wang ◽  
Lisheng Yang ◽  
Guo-Yue Chen ◽  
...  

Black point (BP) disease of wheat has become a noticeable problem in China. The symptoms are brown to black in color around the wheat kernel embryo or in the endosperm, resulting in a significant reduction of wheat grain quality. Here, we evaluated 272 Chinese wheat landraces for BP reaction and performed a genome-wide association study (GWAS) to identify BP resistance quantitative trait loci (QTL) in five field environments without artificial inoculation. The BP incidence data showed continuous distributions and had low to moderate correlations between environments (r = 0.094 – 0.314). Among the 272 landraces, 11 had 0.1% to 4.9%, 144 had 5% to 14.9%, and 100 had 15% to 29.9%, and 17 had over 30% incidence. We found three resistant accessions: WH094 (3.33%), AS661463 (2.67%), and AS661231 (2.67%), which can be used in breeding programs to enhance BP resistance. We identified 11 QTL, which explained 8.22% to 10.99% phenotypic BP variation and mapped them to eight wheat chromosomes. Three of the QTL were novel. The molecular markers for the BP resistance could facilitate molecular breeding for developing BP resistant cultivars.


2021 ◽  
Author(s):  
Anik Dutta ◽  
Daniel Croll ◽  
Bruce A. McDonald ◽  
Simon G. Krattinger

Abstract Septoria tritici blotch (STB), caused by the fungus Zymoseptoria tritici, is a major constraint in global wheat production. The lack of genetic diversity in modern elite wheat cultivars largely hinders the improvement of STB resistance. Wheat landraces are reservoirs of untapped genetic diversity, which can be exploited to find novel STB resistance genes or alleles. Here, we characterized 188 Swiss wheat landraces for resistance to STB using four Swiss Z. tritici isolates. We used a genome-wide association study (GWAS) to identify genetic variants associated with the amount of lesion and pycnidia production by the fungus. The majority of the landraces were highly resistant for both traits to the isolate 1E4, indicating a gene-for-gene relationship, while higher phenotypic variability was observed against other isolates. GWAS detected a significant SNP on chromosome 3A that was associated with both traits in the isolate 1E4. The resistance response against 1E4 was likely controlled by the Stb6 gene. Sanger sequencing revealed that the majority of these ~100-year-old landraces carry the Stb6 resistance allele. This indicates the importance of this gene in Switzerland during the early 1900s for disease control in the field. Our study demonstrates the importance of characterizing historic landrace collections for STB resistance to provide valuable information on resistance variability and contributing alleles. This will help breeders in the future to make decisions on integrating such germplasms in STB resistance breeding.


2021 ◽  
Vol 25 (02) ◽  
pp. 388-396
Author(s):  
Yan Li

Uncovering the genetic basis of rice landraces has important applications in breeding. In this study, the specific-locus amplified fragment (SLAF) sequencing method was used to analyze the population structure and conduct a genome-wide association study (GWAS) of the agronomic traits of 60 rice species in Southeast Guizhou. We obtained a total of 178,287,776 reads, 314,065 SLAFs, and 571,521 single nucleotide polymorphisms (SNPs). A neighbor-joining phylogenetic tree, admixture proportions, and principal component analyses revealed that the investigated landraces were divided into japonica (heterozygosity rate 0.062) and indica (heterozygosity rate 0.073) groups. The groupings were consistent with the local classifications of ―He‖ and ―Gu‖ based on the resistance to seed shattering, and the SNPs clustered in the qSH1 gene. The GWAS of eight agronomic traits revealed that the signal peaks at four locations were closely related to previously reported genes or gene regions. This study demonstrates that the SLAF sequencing method combined with a GWAS may be effective for investigating the evolution of rice and identifying genes regulating complex traits in rice landraces cultivated in relatively isolated regions. © 2021 Friends Science Publishers


2019 ◽  
Vol 10 ◽  
Author(s):  
Shubin Wang ◽  
Steven Xu ◽  
Shiaoman Chao ◽  
Qun Sun ◽  
Shuwei Liu ◽  
...  

PLoS ONE ◽  
2017 ◽  
Vol 12 (2) ◽  
pp. e0171105 ◽  
Author(s):  
Rodrigo Iván Contreras-Soto ◽  
Freddy Mora ◽  
Marco Antônio Rott de Oliveira ◽  
Wilson Higashi ◽  
Carlos Alberto Scapim ◽  
...  

2020 ◽  
Author(s):  
Dilan S. R. Patiranage ◽  
Elodie Rey ◽  
Nazgol Emrani ◽  
Gordon Wellman ◽  
Karl Schmid ◽  
...  

AbstractQuinoa germplasm preserves useful and substantial genetic variation, yet it remains untapped due to a lack of implementation of modern breeding tools. We have integrated field and sequence data to characterize a large diversity panel of quinoa. Whole-genome sequencing of 310 accessions revealed 2.9 million polymorphic high confidence SNP loci. Highland and Lowland quinoa were clustered into two main groups, with FST divergence of 0.36 and fast LD decay of 6.5 and 49.8 Kb, respectively. A genome-wide association study uncovered 600 SNPs stably associated with 17 agronomic traits. Two candidate genes are associated with thousand seed weight, and a resistance gene analog is associated with downy mildew resistance. We also identified pleiotropically acting loci for four agronomic traits that are highly responding to photoperiod hence important for the adaptation to different environments. This work demonstrates the use of re-sequencing data of an orphan crop, which is partially domesticated to rapidly identify marker-trait association and provides the underpinning elements for genomics-enabled quinoa breeding.


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