Unlocking the grain quality enigma: A KASP-driven voyage through bread wheat's quantitative trait nucleotides under heat adversity
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Heat stress is a critical factor affecting global wheat production and productivity. In this study, out of 500 studied accessions a diverse panel of 126 wheat genotypes grown under twelve distinct environmental conditions was analyzed. Using 35K single-nucleotide polymorphism (SNP) genotyping assays and trait data on five biochemical parameters, including grain protein content (GPC), grain amylose content (GAC), grain total soluble sugars (TSS), grain iron (Fe), and zinc (Zn) content, six multi-locus GWAS models were employed for association analysis. This revealed 67 significantly associated QTNs linked to grain quality parameters, explaining phenotypic variations ranging from 3% to 44% under heat stress conditions. By considering the results in consensus to at least three GWAS models and three locations, the final QTNs were reduced to 17, with 14 being novel findings. Notably, two novel markers, AX-94461119 (chromosome 6A) and AX-95220192 (chromosome 7D), associated with grain iron an..., , , This readme file was generated on [2024-08-05] by [Sundeep Kumar]
GENERAL INFORMATION
Title of Dataset: Data from: Unlocking the Grain Quality Enigma: A KASP-Driven Voyage Through Bread Wheat's Quantitative Trait Nucleotides Under Heat Adversity
Author/Principal Investigator Information
Name: Dr Sundeep Kumar
Institution:ICAR-National Bureau of Plant Genetic Resources, Pusa Campus, New Delhi-110012
Address: ICAR-National Bureau of Plant Genetic Resources, Pusa Campus, New Delhi-110012
Email: [Sundeep.Kumar@icar.gov.in](mailto:Sundeep.Kumar@icar.gov.in)
Date of data collection: 2021-11-01 to 2022-11-01
Geographic location of data collection: BISA farm at Pusa, Bihar, falling under the North East Plain Zones (NEPZ); BISA Jabalpur, situated in the Central Zone (CZ); and BISA Ludhiana, located in the North West Plain Zones (NWPZ)
Information about funding sources that supported the collection of the data: ICAR-National Bureau of Plant Genetic Resources
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创建时间:
2025-07-31



