Evidence map›Paper›PMID 42298042›Full record

ArticleScientific reports2026

Grain protein and yield stability study in rainfed durum wheat RILs.

Sina Ghanbari, Kianoosh Cheghamirza, Leila Zarei, Roghayeh Naseri, Francesca Desiderio, Nino Virzi, Fabiola Sciacca, Massimo Palumbo, Elisabetta Mazzucotelli

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Article in Scientific reports, 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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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

9 authors.

Sina GhanbariPlant Production and Genetics Department, Razi University, Kermanshah, Iran.
Kianoosh CheghamirzaPlant Production and Genetics Department, Razi University, Kermanshah, Iran. cheghamirza@yandex.ru.
Leila ZareiPlant Production and Genetics Department, Razi University, Kermanshah, Iran.
Roghayeh NaseriPlant Production and Genetics Department, Razi University, Kermanshah, Iran.
Francesca DesiderioCouncil for Agricultural Research and Economics (CREA), Research Centre for Genomics and Bioinformatics, Fiorenzuola d'Arda, Italy.
Nino VirziCouncil for Agricultural Research and Economics (CREA), Research Centre for Cereal and Industrial Crops, Acireale, CT, Italy.
Fabiola SciaccaCouncil for Agricultural Research and Economics (CREA), Research Centre for Cereal and Industrial Crops, Acireale, CT, Italy.
Massimo PalumboCouncil for Agricultural Research and Economics (CREA), Research Centre for Cereal and Industrial Crops, Acireale, CT, Italy.
Elisabetta MazzucotelliCouncil for Agricultural Research and Economics (CREA), Research Centre for Genomics and Bioinformatics, Fiorenzuola d'Arda, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Developing durum wheat cultivars with stable grain yield across diverse environments remains a key breeding objective. This study evaluated 118 recombinant inbred lines (RILs) derived from a cross between the drought-adapted cultivar 'Zardak' (Triticum durum) and the landrace 'Iran-249' (T. turanicum) with desirable seed characteristics, across four heterogeneous rainfed environments in Italy and Iran. The assessment focused on grain yield (GY) and grain protein content (GPC) stability. Combined analysis of variance revealed significant (p < 0.01) effects for genotype, environment, and their interaction for both traits. Line ZD-050 showed the highest GY (3.91 t ha⁻¹), while ZD-032 had the highest GPC (14.27%). Stability analysis using parametric and non-parametric methods, along with AMMI and GGE biplot modeling, identified ZD-050 as among the most promising genotypes according to yield-integrating and dynamic-stability approaches. This line showed high grain yield in methods such as the Superiority Index and Kang's rank-sum, although stability rankings differed across the used methods. This line maintained superior yield, demonstrated broad adaptability across environments, and had moderate protein levels, identifying it as an optimal candidate for breeding programs targeting yield stability and wide adaptation under rainfed conditions.

Indexed as

Edible GrainGrain ProteinsPlant ProteinsTriticumDroughtsGenotypePlant BreedingRainSeedsGrain ProteinsPlant ProteinsAMMI methodGenotype × Environment interactionStability analysisTriticum turgidum

Identifiers

PMID42298042
PMCPMC13529805

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