scholarly journals Natural variation in Arabidopsis thaliana rosette area unveils new genes involved in plant development

2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Rubén González ◽  
Anamarija Butković ◽  
Mark Paul Selda Rivarez ◽  
Santiago F. Elena
Keyword(s):  
Arabidopsis Thaliana ◽  
Plant Growth ◽  
Natural Variation ◽  
Mixed Model ◽  
Genome Wide Association Study ◽  
Complex Trait ◽  
Knock Out ◽  
New Genes ◽  
Genome Wide ◽  
A Genome

AbstractGrowth is a complex trait influenced by multiple genes that act at different moments during the development of an organism. This makes it difficult to spot its underlying genetic mechanisms. Since plant growth is intimately related to the effective leaf surface area (ELSA), identifying genes controlling this trait will shed light on our understanding of plant growth. To find new genes with a significant contribution to plant growth, here we used the natural variation in Arabidopsis thaliana to perform a genome-wide association study of ELSA. To do this, the projected rosette area of 710 worldwide distributed natural accessions was measured and analyzed using the genome-wide efficient mixed model association algorithm. From this analysis, ten genes were identified having SNPs with a significant association with ELSA. To validate the implication of these genes into A. thaliana growth, six of them were further studied by phenotyping knock-out mutant plants. It was observed that rem1.2, orc1a, ppd1, and mcm4 mutants showed different degrees of reduction in rosette size, thus confirming the role of these genes in plant growth. Our study identified genes already known to be involved in plant growth but also assigned this role, for the first time, to other genes.

A genome‐wide association study identifies new genes associated with developmental dysplasia of the hip

2019 ◽  
Vol 95 (3) ◽  
pp. 345-355 ◽  
Author(s):  
Wenjin Yan ◽  
Zheng Hao ◽  
Shuyan Tang ◽  
Jin Dai ◽  
Liming Zheng ◽  
...  
Keyword(s):  
Association Study ◽  
Genome Wide Association Study ◽  
Developmental Dysplasia ◽  
Genome Wide Association ◽  
New Genes ◽  
Genome Wide ◽  
A Genome ◽  
Dysplasia Of The Hip

scholarly journals GWAS with principal component analysis identifies a gene comprehensively controlling rice architecture

2019 ◽  
Vol 116 (42) ◽  
pp. 21262-21267 ◽  
Author(s):  
Kenji Yano ◽  
Yoichi Morinaka ◽  
Fanmiao Wang ◽  
Peng Huang ◽  
Sayaka Takehara ◽  
...  
Keyword(s):  
Principal Component Analysis ◽  
Genome Wide Association Study ◽  
Crop Yields ◽  
Principal Component ◽  
Complex Trait ◽  
Component Analysis ◽  
Gene Encoding ◽  
Signal Suppression ◽  
Genome Wide ◽  
A Genome

Elucidation of the genetic control of rice architecture is crucial due to the global demand for high crop yields. Rice architecture is a complex trait affected by plant height, tillering, and panicle morphology. In this study, principal component analysis (PCA) on 8 typical traits related to plant architecture revealed that the first principal component (PC), PC1, provided the most information on traits that determine rice architecture. A genome-wide association study (GWAS) using PC1 as a dependent variable was used to isolate a gene encoding rice, SPINDLY (OsSPY), that activates the gibberellin (GA) signal suppression protein SLR1. The effect of GA signaling on the regulation of rice architecture was confirmed in 9 types of isogenic plant having different levels of GA responsiveness. Further population genetics analysis demonstrated that the functional allele of OsSPY associated with semidwarfism and small panicles was selected in the process of rice breeding. In summary, the use of PCA in GWAS will aid in uncovering genes involved in traits with complex characteristics.

scholarly journals The maternal environment interacts with genetic variation in regulating seed dormancy in Arabidopsis thaliana

2017 ◽  
Author(s):  
Envel Kerdaffrec ◽  
Magnus Nordborg
Keyword(s):  
Arabidopsis Thaliana ◽  
Association Study ◽  
Seed Dormancy ◽  
Genome Wide Association Study ◽  
Seed Maturation ◽  
Genome Wide Association ◽  
Maternal Environment ◽  
Genome Wide ◽  
A Genome ◽  
Wide Range

AbstractSeed dormancy is a complex adaptive trait that controls the timing of seed germination, one of the major fitness components in many plant species. Despite being highly heritable, seed dormancy is extremely plastic and influenced by a wide range of environmental cues. Here, using a set of 92 Arabidopsis thaliana lines from Sweden, we investigate the effect of seed maturation temperature on dormancy variation at the population level. The response to temperature differs dramatically between lines, demonstrating that genotype and the maternal environment interact in controlling the trait. By performing a genome-wide association study (GWAS), we identified several candidate genes that could account for this plasticity, two of which are involved in the photoinduction of germination. Altogether, our results provide insight into both the molecular mechanisms and the evolution of dormancy plasticity, and can serve to improve our understanding of environmentally dependent life-history transitions.HighlightThe effect of low seed-maturation temperatures on seed dormancy is highly variable in Arabidopsis thaliana accessions from Sweden, denoting strong genotype-environment interactions, and a genome-wide association study identified compelling candidates that could account for this plasticity.

scholarly journals Genome-wide association study reveals 14 new SNPs and confirms two structural variants highly associated with the horned/polled phenotype in goats

BMC Genomics ◽  
2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Jiazhong Guo ◽  
Rui Jiang ◽  
Ayi Mao ◽  
George E. Liu ◽  
Siyuan Zhan ◽  
...  
Keyword(s):  
Association Study ◽  
Mixed Model ◽  
Genome Wide Association Study ◽  
Insertion Site ◽  
Genome Wide Association ◽  
Chromosome 1 ◽  
Structural Variants ◽  
Diagnostic Pcr ◽  
Genome Wide ◽  
A Genome

Abstract Background There is a long-term interest in investigating the genetic basis of the horned/polled phenotype in domestic goats. Here, we report a genome-wide association study (GWAS) to detect the genetic loci affecting the polled phenotype in goats. Results We obtained a total of 13,980,209 biallelic SNPs, using the genotyping-by-sequencing data from 45 Jintang Black (JT) goats, which included 32 female and nine male goats, and four individuals with the polled intersex syndrome (PIS). Using a mixed-model based GWAS, we identified two association signals, which were located at 150,334,857–150,817,260 bp (P = 5.15 × 10− 119) and 128,286,704–131,306,537 bp (P = 2.74 × 10− 15) on chromosome 1. The genotype distributions of the 14 most significantly associated SNPs were completely correlated with horn status in goats, based on the whole-genome sequencing (WGS) data from JT and two other Chinese horned breeds. However, variant annotation suggested that none of the detected SNPs within the associated regions were plausible causal mutations. Via additional read-depth analyses and visual inspections of WGS data, we found a 10.1-kb deletion (CHI1:g. 129424781_129434939del) and a 480-kb duplication (CHI1:150,334,286–150,818,098 bp) encompassing two genes KCNJ15 and ERG in the associated regions of polled and PIS-affected goats. Notably, the 10.1-kb deletion also served as the insertion site for the 480-kb duplication, as validated by PCR and Sanger sequencing. Our WGS genotyping showed that all horned goats were homozygous for the reference alleles without either the structural variants (SVs), whereas the PIS-affected goats were homozygous for both the SVs. We also demonstrated that horned, polled, and PIS-affected individuals among 333 goats from JT and three other Chinese horned breeds can be accurately classified via PCR amplification and agarose gel electrophoresis of two fragments in both SVs. Conclusion Our results revealed that two genomic regions on chromosome 1 are major loci affecting the polled phenotypes in goats. We provided a diagnostic PCR to accurately classify horned, polled, and PIS-affected goats, which will enable a reliable genetic test for the early-in-life prediction of horn status in goats.

scholarly journals Loci and natural alleles for cadmium-mediated growth responses revealed by a genome wide association study and transcriptome analysis in rice

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Jianping Yu ◽  
Chaolei Liu ◽  
Hai Lin ◽  
Bin Zhang ◽  
Xiaoxia Li ◽  
...  
Keyword(s):  
Association Study ◽  
Transcriptome Analysis ◽  
Genome Wide Association Study ◽  
Genome Wide Association ◽  
Growth Responses ◽  
Cd Stress ◽  
New Genes ◽  
Genome Wide ◽  
A Genome ◽  
Natural Variations

Abstract Background Cadmium (Cd) is a toxic heavy metal that is harmful to the environment and human health. Cd pollution threatens the cultivation of rice (Oryza sativa L.) in many countries. Improving rice performance under Cd stress could potentially improve rice productivity. Results In this study, 9 growth traits of 188 different cultivated rice accessions under normal and Cd stress conditions were found to be highly variable during the seedling stage. Based on ~3.3 million single nucleotide polymorphisms (SNPs), 119 Cd-mediated growth response (CGR) quantitative trait loci (QTL) were identified by a genome-wide association study (GWAS), 55 of which have been validated by previously reported QTL and 64 were new CGR loci. Combined with the data from the GWAS, transcriptome analysis, gene annotations from the gene ontology (GO) Slim database, and annotations and functions of homologous genes, 148 CGR candidate genes were obtained. Additionally, several reported genes have been found to play certain roles in CGRs. Seven Cd-related cloned genes were found among the CGR genes. Natural elite haplotypes/alleles in these genes that increased Cd tolerance were identified by a haplotype analysis of a diverse mini core collection. More importantly, this study was the first to uncover the natural variations of 5 GST genes that play important roles in CGRs. Conclusion The exploration of Cd-resistant rice germplasm resources and the identification of elite natural variations related to Cd-resistance will help improve the tolerance of current major rice varieties to Cd, as well as provide raw materials and new genes for breeding Cd-resistant varieties.

scholarly journals The identification of 14 new genes for meat quality traits in chicken using a genome-wide association study

BMC Genomics ◽  
2013 ◽  
Vol 14 (1) ◽  
pp. 458 ◽  
Author(s):  
Yanfa Sun ◽  
Guiping Zhao ◽  
Ranran Liu ◽  
Maiqing Zheng ◽  
Yaodong Hu ◽  
...  
Keyword(s):  
Association Study ◽  
Meat Quality ◽  
Genome Wide Association Study ◽  
Genome Wide Association ◽  
Quality Traits ◽  
Meat Quality Traits ◽  
New Genes ◽  
Genome Wide ◽  
A Genome
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