association mapping approach
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2021 ◽  
Author(s):  
Mian Abdur Rehman Arif ◽  
Muhammad Imran ◽  
Muhammad Qandeel Waheed ◽  
Anjuman Arif ◽  
Sukhwinder Singh ◽  
...  

Abstract The rise in human population necessitates the use of all available tools to enhance wheat productivity. In this regard, pre-breeding has mobilized novel under-utilized genetic variation into breeding programs. However, this germplasm needs to be characterized for its efficient utlization. This investigation was initiated to evaluate the early and late sown wheat pre-breeding germplasm for physiology and yield related traits and to associate the mapped SNPs using association mapping approach. Our results indicate that the germplasm performed better in early sowing in comparison to late planting where grain yield (Yd) was found positively correlated with water use efficiency (WUE), heading time and chlorophyll contents (Chl). We discovered a total of 210 associations involving 155 SNPs. Taking into consideration either early or late sowing and the mean values only 12 markers traits were involved with germination, plant height, stomatal conductance, transpiration rate, Chl, carotenoids and Yd. Our correlations and mapping results indicate that higher WUE along-with Chl can be targeted as indirect physiological markers to enhance wheat yield.


Genes ◽  
2020 ◽  
Vol 11 (11) ◽  
pp. 1298
Author(s):  
Caléo Panhoca de Almeida ◽  
Jean Fausto de Carvalho Paulino ◽  
Sérgio Augusto Morais Carbonell ◽  
Alisson Fernando Chiorato ◽  
Qijian Song ◽  
...  

Brazil is the largest consumer and third highest producer of common beans (Phaseolus vulgaris L.) worldwide. Since the 1980s, the commercial Carioca variety has been the most consumed in Brazil, followed by Black and Special beans. The present study evaluates genetic diversity and population structure of 185 Brazilian common bean cultivars using 2827 high-quality single-nucleotide polymorphisms (SNPs). The Andean allelic introgression in the Mesoamerican accessions was investigated, and a Carioca panel was tested using an association mapping approach. The results distinguish the Mesoamerican from the Andean accessions, with a prevalence of Mesoamerican accessions (94.6%). When considering the commercial classes, low levels of genetic differentiation were seen, and the Carioca group showed the lowest genetic diversity. However, gain in gene diversity and allelic richness was seen for the modern Carioca cultivars. A set of 1060 ‘diagnostic SNPs’ that show alternative alleles between the pure Mesoamerican and Andean accessions were identified, which allowed the identification of Andean allelic introgression events and shows that there are putative introgression segments in regions enriched with resistance genes. Finally, genome-wide association studies revealed SNPs significantly associated with flowering time, pod maturation, and growth habit, showing that the Carioca Association Panel represents a powerful tool for crop improvements.


2020 ◽  
Vol 10 (4) ◽  
pp. 1413-1425
Author(s):  
Clinton J. Steketee ◽  
William T. Schapaugh ◽  
Thomas E. Carter ◽  
Zenglu Li

Drought stress causes the greatest soybean [Glycine max (L.) Merr.] yield losses among the abiotic stresses in rain-fed U.S. growing areas. Because less than 10% of U.S. soybean hectares are irrigated, combating this stress requires soybean plants which possess physiological mechanisms to tolerate drought for a period of time. Phenotyping for these mechanisms is challenging, and the genetic architecture for these traits is poorly understood. A morphological trait, slow or delayed canopy wilting, has been observed in a few exotic plant introductions (PIs), and may lead to yield improvement in drought stressed fields. In this study, we visually scored wilting during stress for a panel of 162 genetically diverse maturity group VI-VIII soybean lines genotyped with the SoySNP50K iSelect BeadChip. Field evaluation of canopy wilting was conducted under rain-fed conditions at two locations (Athens, GA and Salina, KS) in 2015 and 2016. Substantial variation in canopy wilting was observed among the genotypes. Using a genome-wide association mapping approach, 45 unique SNPs that tagged 44 loci were associated with canopy wilting in at least one environment with one region identified in a single environment and data from across all environments. Several new soybean accessions were identified with canopy wilting superior to those of check genotypes. The germplasm and genomic regions identified can be used to better understand the slow canopy wilting trait and be incorporated into elite germplasm to improve drought tolerance in soybean.


Agronomy ◽  
2019 ◽  
Vol 9 (1) ◽  
pp. 22 ◽  
Author(s):  
Valentino Ruggieri ◽  
Roberta Calafiore ◽  
Carlo Schettini ◽  
Maria Manuela Rigano ◽  
Fabrizio Olivieri ◽  
...  

High temperature is one of the most detrimental abiotic stresses in tomatoes. Many studies highlighted that even small increases in temperature can alter the plant reproductive system, causing a significant reduction in tomato yield. The aim of this study was to exploit the phenotypic and genomic variations of a tomato landrace collection grown at high temperatures. Fifteen genotypes were selected as the best performing in two experimental fields. The selection was based on six yield-related traits, including flower earliness, number of flowers per inflorescence, fruit set, number of fruit per plant, fruit weight and yield per plant. In order to identify markers targeting traits that could be highly influenced by adverse climate conditions, such as flowering and fruit setting, an association mapping approach was undertaken exploiting a tomato high-throughput genomic array. The phenotypic variability observed allowed us to identify a total of 15 common markers associated with the studied traits. In particular, the most relevant associations co-localized with genes involved in the floral structure development, such as the style2.1 gene, or with genes directly involved in the response to abiotic stresses. These promising candidate genes will be functionally validated and transferred to a cultivated tomato to improve its performance under high temperatures.


Author(s):  
Basma Abdulaimma ◽  
Abir Hussain ◽  
Paul Fergus ◽  
Dhiya Al-Jumeily ◽  
Casimiro Aday Curbelo Montañez ◽  
...  

Genetica ◽  
2014 ◽  
Vol 143 (1) ◽  
pp. 1-10 ◽  
Author(s):  
Bhupender Kumar ◽  
Akshay Talukdar ◽  
Khushbu Verma ◽  
Indu Bala ◽  
G. D. Harish ◽  
...  

2014 ◽  
Vol 14 (1) ◽  
Author(s):  
Valentino Ruggieri ◽  
Gianluca Francese ◽  
Adriana Sacco ◽  
Antonietta D’Alessandro ◽  
Maria Manuela Rigano ◽  
...  

2013 ◽  
Vol 12 (1) ◽  
pp. 74-82 ◽  
Author(s):  
F. Esnault ◽  
J. Solano ◽  
M. R. Perretant ◽  
M. Hervé ◽  
A. Label ◽  
...  

In order to investigate further the interest of using the Chilean gene pool in potato breeding programmes, the genetic diversity and population structure of a collection of Solanum tuberosum L. genotypes including 350 worldwide varieties or breeders' lines (referred to as the modern group) and 30 Chiloé Island landraces were examined using simple sequence repeat markers. The close genetic proximity of the Chiloé Island landraces to the modern group was confirmed using several structure analysis methods: principal coordinate analysis; hierarchical clustering analysis; analysis of molecular variance; Bayesian model-based clustering analysis. The latter analysis, in particular, revealed no clear genetic structure between the modern group and the Chiloé Island landraces. The Chiloé Island germplasm appears to represent an interesting gene pool that could be exploited in potato breeding programmes using an association mapping approach.


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