Evidence map›Paper›PMID 41193483›Full record

ArticleScientific reports2025

Genetic structure and marker-trait association analysis for agro-morphological and physiological characteristics in germplasm of wild barley (Hordeum vulgare subsp. spontaneum).

Hooman Shirvani, Ali Ashraf Mehrabi, Mohsen Farshadfar, Hooshmand Safari, Ali Arminian, Foad Fatehi

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Article in Scientific reports, 2025. 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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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.

Hooman ShirvaniDepartment of Agronomy and Plant Breeding, Faculty of Agriculture, Ilam University, Ilam, Iran. hooman.sh1366@yahoo.com.
Ali Ashraf MehrabiDepartment of Agronomy and Plant Breeding, Faculty of Agricultural Sciences, Shahed University, Tehran, Iran. alia.mehrabi@yahoo.com.
Mohsen FarshadfarForests and Rangelands Research Department, Kermanshah Agricultural and Natural Resources Research and Education Center, Agricultural Research, Education and Extension Organization (AREEO), Kermanshah, Iran.
Hooshmand SafariForests and Rangelands Research Department, Kermanshah Agricultural and Natural Resources Research and Education Center, Agricultural Research, Education and Extension Organization (AREEO), Kermanshah, Iran.
Ali ArminianDepartment of Agronomy and Plant Breeding, Faculty of Agriculture, Ilam University, Ilam, Iran.
Foad FatehiDepartment of Agriculture, Payame Noor University, Tehran, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Wild barley (Hordeum vulgare subsp. spontaneum) germplasm is a valuable genetic resource for improving cultivated barley. The western regions of Iran, natural habitats for diverse wild barley populations, offer rich genetic diversity for enhancing economically important traits. This study examined 114 genotypes from western Iran, assessing their agro-morphological and physiological traits under both irrigated and rainfed conditions. The goal was also to identify informative SSR markers associated with these traits. Field trials were conducted over two agricultural years (2020-2021 and 2021-2022) using an augmented design with nine control genotypes. Significant variations in agronomic and physiological traits were observed, highlighting the interactive effects of genotype and environmental conditions. Genotype by environment interaction revealed significant differences at the 1% and 5% probability levels for traits other than spike length, number of seeds per spike, and flag leaf length. Population structure analysis classified these genotypes into 7 subpopulations. Marker-trait associations identified SSR markers linked with stress tolerance and yield-related traits. Notably, markers EBMAG0781, BMAG0323, and SCSSR04163 exhibited significant associations with various morphological and physiological traits under both conditions. These findings emphasize the extensive genetic diversity present in wild barley and its potential for breeding programs aimed at enhancing barley's adaptation to diverse environmental.

Indexed as

HordeumGenetic MarkersGenetic VariationGenotypeIranMicrosatellite RepeatsPhenotypeQuantitative Trait LociSeedsGenetic MarkersGenetic structureGermplasmHordeum spontaneumMarker-trait association

Identifiers

PMID41193483
PMCPMC12589449

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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.