Welcome To Website IAS

Hot news
Achievement

Independence Award

- First Rank - Second Rank - Third Rank

Labour Award

- First Rank - Second Rank -Third Rank

National Award

 - Study on food stuff for animal(2005)

 - Study on rice breeding for export and domestic consumption(2005)

VIFOTEC Award

- Hybrid Maize by Single Cross V2002 (2003)

- Tomato Grafting to Manage Ralstonia Disease(2005)

- Cassava variety KM140(2010)

Centres
Website links
Vietnamese calendar
Library
Visitors summary
 Curently online :  8
 Total visitors :  8506596

Genomic selection for agronomical phenotypes using genome-wide SNPs and SVs in pearl millet
Tuesday, 2024/10/08 | 08:28:18

Haidong YanYarong JinHaipeng YuChengran WangBingchao WuChris Stephen JonesXiaoshan WangZheni Xie & Linkai Huang

Theoretical and Applied Genetics; October 2024; vol. 137; article 244

Abstract

Pearl millet is an essential crop worldwide, with noteworthy resilience to abiotic stress, yet the advancement of its breeding remains constrained by the underutilization of molecular-assisted breeding techniques. In this study, we collected 1,455,924 single nucleotide polymorphism (SNP) and 124,532 structural variant (SV) markers primarily from a pearl millet inbred germplasm association panel consisting of 242 accessions including 120 observed phenotypes, mostly related to the yield. Our findings revealed that the SV markers had the capacity to capture genetic diversity not discerned by SNP markers. Furthermore, no correlation in heritability was observed between SNP and SV markers associated with the same phenotype. The assessment of the nine genomic prediction models revealed that SV markers performed better than SNP markers. When using the SV markers as the predictor variable, the genomic BLUP model achieved the best performance, while using the SNP markers, Bayesian methods outperformed the others. The integration of these models enabled the identification of eight candidate accessions with high genomic estimated breeding values (GEBV) across nine phenotypes using SNP markers. Four candidate accessions were identified with high GEBV across 22 phenotypes using SV markers. Notably, accession ‘P23’ emerged as a consistent candidate predicted based on both SNP and SV markers specifically for panicle number. These findings contribute valuable insights into the potential of utilizing both SNP and SV markers for genomic prediction in pearl millet breeding. Moreover, the identification of promising candidate accessions, such as ‘P23’, underscores the accelerated prospects of molecular breeding initiatives for enhancing pearl millet varieties.

 

See https://link.springer.com/article/10.1007/s00122-024-04754-2

 

Back      Print      View: 219

[ Other News ]___________________________________________________
  • Host plant resistance for fall armyworm management in maize: relevance, status and prospects in Africa and Asia
  • Increasing plant group productivity through latent genetic variation for cooperation
  • THP9 enhances seed protein content and nitrogen-use efficiency in maize
  • The role of soybean 14-3-3 gene (Glyma05g29080) on white mold resistance and nodulation investigations using CRISPR-Cas9 editing and RNA silencing
  • Progress in Soybean Genetic Transformation Over the Last Decade
  • Climate change challenges plant breeding
  • Breeding for disease resistance in soybean: a global perspective
  • The phosphorylation of AMPKβ1 is critical for increasing autophagy and maintaining mitochondrial homeostasis in response to fatty acids
  • Genomic selection for spot blotch in bread wheat breeding panels, full-sibs and half-sibs and index-based selection for spot blotch, heading and plant height
  • Response of Southeast Asian rice root architecture and anatomy phenotypes to drought stress
  • Root Pulling Force Across Drought in Maize Reveals Genotype by Environment Interactions and Candidate Genes
  • Root hair-specific transcriptome reveals response to low phosphorus in Cicer arietinum
  • Protocol for targeted modification of the rice genome using base editing
  • Understanding the Dynamics of Blast Resistance in Rice- Magnaporthe oryzae Interactions
  • Multi-omics analysis reveals the mechanism of seed coat color formation in Brassica rapa L.
  • Highly efficient transgene-free genome editing in tobacco using an optimized CRISPR/Cas9 system, pOREU3TR
  • Breeding of Rc Function Restoration Red Rice via CRISPR/Cas9 Mediated Genome Editing
  • Transposon insertions within alleles of BnaFT.A2 are associated with seasonal crop type in rapeseed
  • Natural allelic variation of GmST05 controlling seed size and quality in soybean
  • Cassava mosaic disease and its management in Southeast Asia

 

Designed & Powered by WEBSO CO.,LTD