scholarly journals Genome-wide association study and genomic prediction in citrus: Potential of genomics-assisted breeding for fruit quality traits

2017 ◽  
Vol 7 (1) ◽  
Author(s):  
Mai F. Minamikawa ◽  
Keisuke Nonaka ◽  
Eli Kaminuma ◽  
Hiromi Kajiya-Kanegae ◽  
Akio Onogi ◽  
...  
2021 ◽  
Vol 8 (1) ◽  
Author(s):  
Mai F. Minamikawa ◽  
Miyuki Kunihisa ◽  
Koji Noshita ◽  
Shigeki Moriya ◽  
Kazuyuki Abe ◽  
...  

AbstractHaplotypes provide useful information for genomics-based approaches, genomic prediction, and genome-wide association study. As a small number of superior founders have contributed largely to the breeding history of fruit trees, the information of founder haplotypes may be relevant for performing the genomics-based approaches in these plants. In this study, we proposed a method to estimate 14 haplotypes from 7 founders and automatically trace the haplotypes forward to apple parental (185 varieties) and breeding (659 F1 individuals from 16 full-sib families) populations based on 11,786 single-nucleotide polymorphisms, by combining multiple algorithms. Overall, 92% of the single-nucleotide polymorphisms information in the parental and breeding populations was characterized by the 14 founder haplotypes. The use of founder haplotype information improved the accuracy of genomic prediction in 7 traits and the resolution of genome-wide association study in 13 out of 27 fruit quality traits analyzed in this study. We also visualized the significant propagation of the founder haplotype with the largest genetic effect in genome-wide association study over the pedigree tree of the parental population. These results suggest that the information of founder haplotypes can be useful for not only genetic improvement of fruit quality traits in apples but also for understanding the selection history of founder haplotypes in the breeding program of Japanese apple varieties.


2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Ming-Yue Zhang ◽  
Cheng Xue ◽  
Hongju Hu ◽  
Jiaming Li ◽  
Yongsong Xue ◽  
...  

AbstractPear is a major fruit tree crop distributed worldwide, yet its breeding is a very time-consuming process. To facilitate molecular breeding and gene identification, here we have performed genome-wide association studies (GWAS) on eleven fruit traits. We identify 37 loci associated with eight fruit quality traits and five loci associated with three fruit phenological traits. Scans for selective sweeps indicate that traits including fruit stone cell content, organic acid and sugar contents might have been under continuous selection during breeding improvement. One candidate gene, PbrSTONE, identified in GWAS, has been functionally verified to be involved in the regulation of stone cell formation, one of the most important fruit quality traits in pear. Our study provides insights into the complex fruit related biology and identifies genes controlling important traits in pear through GWAS, which extends the genetic resources and basis for facilitating molecular breeding in perennial trees.


Aquaculture ◽  
2020 ◽  
Vol 525 ◽  
pp. 735297 ◽  
Author(s):  
Sila Sukhavachana ◽  
Pumipat Tongyoo ◽  
Cecile Massault ◽  
Nichanun McMillan ◽  
Amorn Leungnaruemitchai ◽  
...  

PLoS ONE ◽  
2013 ◽  
Vol 8 (5) ◽  
pp. e64047 ◽  
Author(s):  
Junwu Ma ◽  
Jie Yang ◽  
Lisheng Zhou ◽  
Zhiyan Zhang ◽  
Huanban Ma ◽  
...  

PLoS ONE ◽  
2019 ◽  
Vol 14 (11) ◽  
pp. e0224695
Author(s):  
Lisa Sakamoto ◽  
Hiromi Kajiya-Kanegae ◽  
Koji Noshita ◽  
Hideki Takanashi ◽  
Masaaki Kobayashi ◽  
...  

2019 ◽  
Vol 17 (11) ◽  
pp. 2106-2122 ◽  
Author(s):  
Jianhui Chen ◽  
Fuyan Zhang ◽  
Chunjiang Zhao ◽  
Guoguo Lv ◽  
Congwei Sun ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document