Evidence map›Paper›PMID 42334636›Full record

ArticleFunctional & integrative genomics2026

Genetic dissection of cold stress tolerance and yield potential under cold stress in nested synthetic wheat (Triticum aestivum L.) introgression libraries using multi-locus genome-wide association and haplotype analysis.

Mukesh Rathore, Nikita Aggarwal, Abhishek Pandey, Satinder Kaur, Mohd Ashraf Bhat, Sundeep Kumar, Mohd Anwar Khan, Parvaze Ahmad Sofi, Reyazul Rouf Mir

Abstract read
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Article in Functional & integrative genomics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Mukesh RathoreDivision of Genetics & Plant Breeding, Faculty of Agriculture (FoA), SKUAST-Kashmir, Wadura, Campus, Sopore-193201, Kashmir, J&K, India.ORCID http://orcid.org/0009-0002-7083-9576
Nikita AggarwalDivision of Genetics & Plant Breeding, Faculty of Agriculture (FoA), SKUAST-Kashmir, Wadura, Campus, Sopore-193201, Kashmir, J&K, India.
Abhishek PandeySchool of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, 141004, India.
Satinder KaurSchool of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, 141004, India. satinder.biotech@pau.edu.ORCID http://orcid.org/0000-0003-3704-3074
Mohd Ashraf BhatDivision of Genetics & Plant Breeding, Faculty of Agriculture (FoA), SKUAST-Kashmir, Wadura, Campus, Sopore-193201, Kashmir, J&K, India.
Sundeep KumarICAR-National Bureau of Plant Genetic Resources (NBPGR), Pusa Campus, New Delhi, India.ORCID http://orcid.org/0000-0001-5917-8290
Mohd Anwar KhanDivision of Genetics & Plant Breeding, Faculty of Agriculture (FoA), SKUAST-Kashmir, Wadura, Campus, Sopore-193201, Kashmir, J&K, India.
Parvaze Ahmad SofiDivision of Genetics & Plant Breeding, Faculty of Agriculture (FoA), SKUAST-Kashmir, Wadura, Campus, Sopore-193201, Kashmir, J&K, India.
Reyazul Rouf MirDivision of Genetics & Plant Breeding, Faculty of Agriculture (FoA), SKUAST-Kashmir, Wadura, Campus, Sopore-193201, Kashmir, J&K, India. imrouf2006@gmail.com.ORCID http://orcid.org/0000-0002-3196-211X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cold stress is a major abiotic constraint to wheat production in temperate regions, particularly in the Kashmir Valley of north-western Himalayas, India, where prolonged low temperatures delay growth, reduce yield, and disrupt the rice-wheat cropping system. To address this challenge, we evaluated a panel of 340 nested synthetic hexaploid wheat introgression lines, developed by introgressing allelic diversity from Aegilops tauschii and Triticum durum into bread wheat. The panel was phenotyped for cold stress tolerance, electrolyte leakage index, and yield-related traits across three temperate environments and genotyped using the 35 K Axiom® Wheat Breeder's Array. Genome-wide association study using FarmCPU and BLINK models identified 152 stable marker-trait associations (MTAs), with - log₁₀(P) values ranging from 3.00-14.64. Several stable MTAs surpassed the Bonferroni-adjusted significance threshold and were designated as high-confidence loci. A number of stable MTAs co-localized with previously reported genomic regions, whereas others represent potentially novel loci. Multiple pleiotropic loci were detected, indicating potential for simultaneous improvement of multiple traits. Haplotype analysis identified 32 major LD blocks significantly associated with target traits, with favorable haplotypes conferring enhanced stress tolerance and productivity. Several putative candidate genes were identified within chromosome-specific LD intervals of high-confidence MTAs. Literature mining, in silico expression profiling and network analyses further supported their functional relevance in cold stress adaptation and yield regulation. The identified genomic regions, haplotypes, and candidate genes provide valuable resources for marker-assisted and haplotype-based breeding to develop cold-tolerant, high-yielding wheat cultivars suited to temperate regions, thereby supporting the sustainability of rice-wheat cropping systems.

Indexed as

Cold-Shock ResponseTriticumAegilopsCold TemperatureGenetic IntrogressionGenome-Wide Association StudyHaplotypesQuantitative Trait LociCandidate genesCold stressGWASHaplotype analysisRice–wheat crop rotationWheat

Identifiers

PMID42334636
PMCPMC13290807

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.