Evidence map›Paper›PMID 42907756›Full record

ArticleBMC plant biology2026

Deciphering the dynamic genetic architecture of adult-plant salinity tolerance in bread wheat using multi-model GWAS and genomic prediction.

Sayed Mujtaba Sadaat, Mohammadreza Bihamta, Valiollah Mohammadi, Mehrdad Mahlooji

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Article in BMC plant biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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4 authors.

Sayed Mujtaba SadaatDepartment of Agronomy and Plant Breeding, Faculty of Agriculture, University of Tehran, Karaj, Iran.ORCID http://orcid.org/0009-0003-8229-3088
Mohammadreza BihamtaDepartment of Agronomy and Plant Breeding, Faculty of Agriculture, University of Tehran, Karaj, Iran. mrghanad@ut.ac.ir.ORCID http://orcid.org/0000-0003-0614-0963
Valiollah MohammadiDepartment of Agronomy and Plant Breeding, Faculty of Agriculture, University of Tehran, Karaj, Iran.ORCID http://orcid.org/0000-0001-6487-0740
Mehrdad MahloojiCrop and Horticultural Science Research Department, Agricultural Research, Education and Extension Organization (AREEO), Isfahan Agricultural and Natural Resources Research and Education Center, Isfahan, Iran.ORCID http://orcid.org/0000-0003-0281-5388

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSoil salinity is a major constraint to wheat productivity, necessitating the identification of robust genetic loci for breeding. This study aims to dissect the genetic architecture of adult-plant salinity tolerance in a diverse panel of 298 Iranian wheat accessions. A multi-model GWAS framework (MLM, FarmCPU, and BLINK) was deployed under moderate (6 dS/m) and severe (12 dS/m) salinity stress. High-confidence consensus marker-trait associations (MTAs) were validated through comparative synteny analysis with the rice genome. Furthermore, the genomic predictive ability of gBLUP was evaluated across stress regimes.

resultsWe identified 45 consensus MTAs, revealing a dynamic "Genetic Handoff": constitutive growth-promoting loci predominated under moderate stress, while adaptive ion-homeostasis and "escape" loci emerged under severe stress. A major biomass-associated locus on chromosome 5B (TraesCS5B02G000100) was identified as a strict 1:1 ortholog to rice Os12g0641400 (83.53% identity), indicating high evolutionary conservation of sucrose partitioning. Under severe stress, genomic prediction accuracies for K

conclusionOur findings advocate for a Haplotype-Informed Genomic Selection strategy, combining MAS for conserved high-effect loci like TaSUC4 with GS for polygenic backgrounds. This integrated approach provides a robust roadmap for developing salinity-resilient wheat cultivars.

Indexed as

Genome, PlantSalt ToleranceTriticumGenome-Wide Association StudyQuantitative Trait LociFarmCPUGenomic SelectionIonic homeostasisMulti-locus GWASSalinity toleranceTriticum aestivum L.

Identifiers

PMID42907756
PMCPMC13685093

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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.