Evidence map›Paper›PMID 42176197›Full record

ArticleBiotechnology letters2026

Genetic and phenotypic characterization of seedling drought tolerance in wheat with integrated analysis of trait variation and QTL mapping.

Aylin Zebarjad, Hossein Sabouri, Zahra Pezeshkian, Fakhtak Taliei, Sayed Javad Sajadi, Borzo Kazerani

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Article in Biotechnology letters, 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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1 · What the graph read from it

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Aylin ZebarjadDepartment of Plant Production, Faculty of Agriculture and Natural Resources, Gonbad Kavous University, Gonbad-e Kavus, Iran.ORCID http://orcid.org/0009-0004-7120-6150
Hossein SabouriDepartment of Plant Production, Faculty of Agriculture and Natural Resources, Gonbad Kavous University, Gonbad-e Kavus, Iran. hossein.sabouri.gku@gmail.com.ORCID http://orcid.org/0000-0003-4128-7952
Zahra PezeshkianNational Inland Water Aquaculture Institute, Guilan, Iran.
Fakhtak TalieiDepartment of Plant Production, Faculty of Agriculture and Natural Resources, Gonbad Kavous University, Gonbad-e Kavus, Iran.ORCID http://orcid.org/0000-0001-9043-6745
Sayed Javad SajadiDepartment of Plant Production, Faculty of Agriculture and Natural Resources, Gonbad Kavous University, Gonbad-e Kavus, Iran.ORCID http://orcid.org/0000-0002-6555-080X
Borzo KazeraniDepartment of Plant Production, Faculty of Agriculture and Natural Resources, Gonbad Kavous University, Gonbad-e Kavus, Iran.ORCID http://orcid.org/0000-0001-8923-015X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Wheat (Triticum aestivum L.) is a staple cereal crop highly vulnerable to drought stress, particularly during early seedling establishment, which limits productivity and yield stability. This study evaluated a recombinant inbred line population under well-watered and drought environments to dissect the morphological, physiological, and genetic bases of seedling drought tolerance. Drought stress severely reduced shoot and leaf biomass, while paradoxically enhancing root growth, suggesting adaptive resource reallocation to improve water foraging. Genetic variance analyses uncovered increased heritable variation for root traits under stress, alongside significant genotype-by-environment interactions, indicative of distinct adaptive responses. Multivariate analyses revealed an integrated stress-response network linking stay-gFreen phenotypes and biomass maintenance. Importantly, QTL mapping identified twelve drought-specific loci most notably on chromosomes 2A, 3B, 5A, and 6A as well as eight loci unique to non-stress conditions, underscoring environment-dependent genetic architectures. Major QTLs affecting seedling length, root length, and leaf senescence offer promising targets for marker-assisted breeding. Collectively, these results illuminate the complex, multigenic control of early-stage drought tolerance in wheat, providing a robust foundation for developing cultivars with improved resilience in water-limited environments and strengthening climate-smart breeding pipelines.

Indexed as

Quantitative Trait LociSeedlingsTriticumChromosome MappingDrought ResistanceDroughtsGenotypePhenotypeStress, PhysiologicalDrought stressQuantitative trait lociSeedling traitsWheat

Identifiers

PMID42176197

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Registered trials

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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.