Evidence map›Paper›PMID 41977693›Full record

ArticlePlants (Basel, Switzerland)2026

Multi-Environment Evaluation and Stability Analysis for the Selection of Elite Pearl Millet Genotypes with Better Fodder Yield and Quality Component Traits.

Shashikumara Puttamadanayaka, Manjanagouda S Sannagoudar, Chandra Nayaka Siddaiah, Vinod Kumar, Brijesh Kumar Mehta, Anup Kumar, Krishna Kumar Dwivedi, Govintharaj Ponnaiah, Shashi Kumar Gupta

Abstract read
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Article in Plants (Basel, Switzerland), 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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0citing papers 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

9 authors.

Shashikumara PuttamadanayakaIndian Grassland and Fodder Research Institute, ICAR, Jhansi 284003, India.ORCID 0000-0002-9043-0578
Manjanagouda S SannagoudarICAR-National Institute of Seed Science and Technology, Regional Station, Bengaluru 560065, India.ORCID 0000-0001-6896-535X
Chandra Nayaka SiddaiahAICRP on Pearl Millet, University of Mysore, Mysore 570005, India.
Vinod KumarICAR-Indian Grassland and Fodder Research Institute, Regional Station, Dharwad 580005, India.
Brijesh Kumar MehtaIndian Grassland and Fodder Research Institute, ICAR, Jhansi 284003, India.
Anup KumarIndian Grassland and Fodder Research Institute, ICAR, Jhansi 284003, India.
Krishna Kumar DwivediIndian Grassland and Fodder Research Institute, ICAR, Jhansi 284003, India.
Govintharaj PonnaiahInternational Crops Research Institute for the Semi-Arid Tropics, Hyderabad 502324, India.
Shashi Kumar GuptaInternational Crops Research Institute for the Semi-Arid Tropics, Hyderabad 502324, India.

Funding

ICAR-Indian Grassland and Fodder Research Institute, Jhansi CRSCIGFRISIL20200105
6 · The paper itself

Abstract

The development of stable and high-yielding fodder pearl millet genotypes with improved quality traits is crucial for enhancing livestock productivity under diverse environments. In this study, twenty-six elite genotypes, including brown midrib (bmr) lines and two check cultivars, were evaluated across four locations, which fall broadly under two agro-climatic zones of India, during the summer season of 2024 to assess their stability for yield and fodder quality traits. Significant genotypic differences and genotype × environment interactions (GEIs) were observed for all traits, indicating substantial genetic variability and environmental influence on trait expression. Additive Main Effects and Multiplicative Interaction (AMMI) and Weighted Average of Absolute Scores (WAAS) analyses identified IGPM 100 as a high-yielding and stable genotype across environments, whereas Baif Bajra 1 and IGBV 97 exhibited specific adaptation. Among quality traits, ICMbmr 2401, ICMbmr 2402, and ICMbmr 2404 recorded consistently low lignin content, confirming their potential for improving forage digestibility. Further, ICFPM 05 recorded high tillering and longer leaves, while ICMFV 2308 exhibited late flowering across locations, indicating their potential for use in developing leafy, late-flowering genotypes. The multi-trait stability index (MTSI) efficiently identified IGPM 100, ICFPM 02, ICMbmr 2404, and IGBV 9 as superior and stable genotypes across multiple traits. High selection differentials for green fodder yield and negative differentials for lignin and fibre fractions highlight the possibility of a simultaneous improvement in yield and quality traits. Overall, the integration of AMMI, WAAS, and MTSI models facilitated the identification of broadly adapted and trait-specific genotypes, which, after evaluating their combining ability, can be used for developing fodder pearl millet composites and hybrids.

Indexed as

AMMIfodder yieldgenotype × environment interactionligninMTSImulti-environment trialpearl milletWAAS

Identifiers

PMID41977693
PMCPMC13075082

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