Trait-Based Clustering and PCA Reveal Genetic Resources for Fodder MaizeImprovement

Authors

  • Muhammad Sheraz Fodder and Forage Research Program CSI, NARC, Islamabad
  • Muhammad Shahnawaz Depaertment of Plant Breeding and Genetics, Bahauddin Zakariya University, Multan, Pakistan
  • Danish Ibrar Fodder and Forage Research Program, Crop Sciences Institute, NARC Islamabad, Pakistan
  • Muhammad Kashif Fodder and Forage Research Program, Crop Sciences Institute, NARC Islamabad, Pakistan
  • Malik Waqar Yousaf Pulses Research Program, Crop Sciences Institute, NARC, Islamabad, Pakistan , Southwest University of Science and Technology, China
  • Muhammad Azeem Aslam Ministry of Planning, Development and Special Initiatives, Islamabad, Pakistan
  • Sidra Zahoor Department of Plant Breeding and Genetics, Bahauddin Zakariya University, Multan, Pakistan
  • Alyan Ashraf Pakistan Environmental Protection Agency (Pak-EPA), Islamabad, Pakistan
  • Zain ul Abideen Southwest University of Science and Technology, China , Arid Zone Research Institute, Bahawalpur, Pakistan
  • Tayyab Nawaz Khan

DOI:

https://doi.org/10.55627/pbulletin.004.02.1170

Keywords:

Maize germplasm, fodder, cluster analysis, morphological traits and PCA

Abstract

Maize is a versatile crop used for food, animal feed, fodder, and industrial purposes. Known for its high nutritional value and food safety for livestock. The genetic diversity of 50 maize genotypes was assessed based on eight morphological traits using RCBD design at NARC Islamabad during the spring season 2024.  The analysis of variance revealed significant variations for all recorded traits except number of cobs observed with non-significant variations(0.41ns). Hierarchical cluster analysis with complete linkage method grouped all genotypes into four clusters, indicating a broad genetic base. Cluster I comprises of maximum number of genotypes (22) indicated the genetic similarity among them, while Cluster IV observed with minimum number of genotypes (4).  In principal component analysis, the first four components had eigenvalues greater than 1, explaining 77.82% of the total variance. The identification of substantial genetic diversity in this study supports maize germplasm characterization, conservation, and future breeding improvements.

Author Biography

  • Muhammad Shahnawaz, Depaertment of Plant Breeding and Genetics, Bahauddin Zakariya University, Multan, Pakistan

    plant breeding and genetics

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Published

2025-10-30

How to Cite

Trait-Based Clustering and PCA Reveal Genetic Resources for Fodder MaizeImprovement. (2025). Plant Bulletin, 4(2), 85-93. https://doi.org/10.55627/pbulletin.004.02.1170

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