Yield stability of finger millet genotypes assessed by AMMI and GGE biplot analysis across diverse environments
Finger millet productivity is strongly influenced by genotype × environment interaction (GEI), which complicates the identification of high-yielding and stable genotypes. This study evaluated 35 genetically diverse finger millet genotypes across three agro-ecological zones viz., Odisha (E1), Jharkhand (E2), and Bihar (E3) during two rabi seasons (2023-24 and 2024-25). A randomized block design with three replications was implemented and key quantitative traits i.e. grain yield per plant, 1000-grain weight, and number of fingers on the main ear were recorded. AMMI and GGE biplot analyses were applied to assess GEI, stability, and adaptability. Genotype G18 (VR-1176) consistently emerged as the most stable and high-yielding across environments, followed by G13 (VL-Mandia-352), G28 (Bada Mandia), G3 (PR-1639), G25 (Bada Kumnda), G26 (Badatara), G11 (VR-1223), G15 (VR-12-38), G14 (OEB-610), and G33 (FEZN-84). AMMI 1 and AMMI 2 biplots confirmed these findings, highlighting G18 and G15 as superior performers. Among sites, Jharkhand (E2) was identified as the most favourable environment. Additionally, molecular profiling using UGEP markers 46, 66, and 68 revealed polymorphic banding in high-yielding genotypes, which validates phenotypic observations. The integration of phenotypic and molecular analyses provides a robust framework for identifying finger millet genotypes with both high productivity and yield stability, supporting their recommendation for breeding programs and wider cultivation.
Authors
- Koustava Kumar Panda
- Zafar Imam
- Susanta Kumar Rout (ORCID: https://orcid.org/0000-0003-3730-0480)
- Mehdi Rahimi (ORCID: https://orcid.org/0000-0001-5625-3275)
- Digvijay Singh
- Swapnil Swapnil
- M Ishwarya
- T. R. V. NAIDU
- Pramod Kumar Sharma (ORCID: https://orcid.org/0000-0002-2418-7055)
- Nanduri V. S. D. S. L. N. Mani Sankar
- Jahnavi Penaganti
Institutions
- University of Kirkuk (IQ)
- Graduate University of Advanced Technology (IR)
- Birsa Agricultural University (IN)
- Bihar Agricultural University (IN)
- Acharya Narendra Deva University of Agriculture and Technology (IN)
- Narayan Medical College and Hospital (IN)
- Centurion University of Technology and Management (IN)
Publication Details
- Journal
- Scientific Reports
- Published
- 2025-11-07
- DOI
- https://doi.org/10.1038/s41598-025-25696-9
- Citations
- 1
- Primary Topic
- Genetics and Plant Breeding
- Type
- article
- Field-Weighted Citation Impact
- 1.75