Evidence map›Paper›PMID 40394486›Full record

ArticleBMC plant biology2025

G × E Interaction and stability analysis to identify resistant mungbean (Vigna radiata L.) genotypes against Boeremia leaf spot using AMMI and GGE biplot analysis.

Uzma Rashid, Mohammad Irfan, Mohd Ashraf Bhat, Mohammad Najeeb Mughal, Sajad Un Nabi, Abdel-Halim I Ghazy, Abdullah A Al-Doss

Abstract read
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Article in BMC plant biology, 2025. 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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1citing papers in PubMed
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1 · What the graph read from it

What it found

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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.

  1. Article
4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Uzma RashidDepartment of Plant Pathology, FoA, SKUAST-Kashmir, India. irf1cr@gmail.com.
Mohammad IrfanDepartment of Genetics and Plant Breeding, FoA, SKUAST-Kashmir, India. irather046@gmail.com.
Mohd Ashraf BhatDepartment of Genetics and Plant Breeding, FoA, SKUAST-Kashmir, India.
Mohammad Najeeb MughalDepartment of Plant Pathology, FoA, SKUAST-Kashmir, India.
Sajad Un NabiICAR-CITH, Jammu & Kashmir, Rangreth, Srinagar, India.
Abdel-Halim I GhazyPlant Production Department, College of Food and Agricultural Sciences, King Saud University, Riyadh, Saudi Arabia.
Abdullah A Al-DossPlant Production Department, College of Food and Agricultural Sciences, King Saud University, Riyadh, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Boeremia Leaf Spot (BLS), caused by Boeremia exigua, threatens mungbean cultivation worldwide, exacerbated by its wide host range, multiple pathogenic strains, and environmental influences. A thorough understanding of the host-pathogen-environment interactions is critical for effective disease management. To identify mungbean genotypes resistant to BLS, we conducted multi-environment trials. Initially, 70 genotypes were screened under controlled conditions, and 10 were selected for field trials across four environments over three years. GGE biplot analysis revealed the importance of considering both genetic and environmental factors when evaluating resistance. Based on average disease severity (DS) scores across locations and years, two genotypes, (G5) AG-11 (DS = 4.1) and G7 (AK-58) (DS = 3.4), which demonstrated consistent resistance to BLS across multiple test environments. These genotypes not only exhibited strong disease resistance but also showed stable adaptation both in case of disease resistance and yield output [ (G5) AG-11 (Y = 9.02qtls/ha) and (G7) (AK-58) (y = 12.15 qtls/ha) and therefore were identified as promising resistant candidates. The Additive Main Effects and Multiplicative Interaction (AMMI) model, in conjunction with the GGE biplot, effectively analyzed genotype-environment interactions and identified optimal evaluation sites and "mega-environments" for BLS resistance. These findings provide valuable insights for future breeding programs focused on integrating resistance traits into new mungbean varieties.

Indexed as

AscomycotaDisease ResistanceGene-Environment InteractionPlant DiseasesVignaGenotypePlant Leaves

Identifiers

PMID40394486
PMCPMC12090661

What OpenQuestion holds

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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.