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Germplasm Characterization of Chickpea (Cicer arietinum L.) Related to Yield Enhancing Factors Using Principal Component Analysis: Research Article

Title: Germplasm Characterization of Chickpea (Cicer arietinum L.) Related to Yield Enhancing Factors Using Principal Component Analysis: Research Article
Authors: Rizwan, Muhammad; Saadia; Muhammad Zeeshan; Sikander Hayat; Abdul Basit; Muhammad Shakeel Hanif; Khan, Aftab Ahmad; Ghulam Ahmad; Muhammad Arif; Kalyar, Muhammad Tanveer Ahmad; Abid Ali; Abdul Jabbar; Abrar Ahmad; Kohli, Shoaib Anwar; Muhammad Hayat; Ahmad Hussain
Source: Pak-Euro Journal of Medical and Life Sciences; Vol. 8 No. 2 (2025): April-June 2025; 279-284 ; 2707-448X ; 2707-4471
Publisher Information: Readers Insight Publisher
Publication Year: 2025
Collection: Readers Insight Publisher Journals
Subject Terms: Chickpea; Cicer arietinum L.; Eigen value; Genetic variability; Principal components
Description: In order to establish the selection criteria, seventy chickpea genotypes were assessed during the rabi season of 2023-24 across nine physiological traits. The selection of genotypes and traits relied on Principal Component Analysis. Results regarding PCA revealed that the first three PC’s showed eigenvalues greater than 1; therefore, these were considered for the dissection of variation. The initial four principal components accounted for 76.8% of the overall variation. PC1 contributed to 38.9% of the total diversity, whereas PC2, PC3, and PC4 accounted for 16.0%, 11.9%, and 10.0% of the variability, respectively. The first principal component, PC1, exhibited strong positive loadings for Seed Yield (0.516), Pods per plant (0.483), and secondary branches (0.442), along with negative loadings for wilting disease (-0.501). The second principal component, PC2, displayed a high positive loading for 100 seed weight (0.349) but showed negative contributions for days to maturity (-0.534) and Seeds per Pod (-0.475). Principal component three (PC3) established high positive loadings for Days to flowering(0.720) and 100-seed weight(0.668). The traits, viz., secondary branches, seed yield, pods per plant, and disease tolerance (wilting percentage), exhibited a valuable positive correlation. The genotypes 22ACK13, 22ACK15, 14FCK10, 15FCK14, 17FCK05, 17FCK41, 17FCK60, 18FCK27, 19FCK11, 19FCK17, 19FCK18, and 20KCC101 have good potential for these characters. These results may assist chickpea breeders in future hybridisation programs for improving yield and related traits.
Document Type: article in journal/newspaper
File Description: application/pdf
Language: English
Relation: https://readersinsight.net/index/article/view/3335/2362; https://readersinsight.net/index/article/view/3335
DOI: 10.31580/pjmls.v8i2.3335
Availability: https://readersinsight.net/index/article/view/3335; https://doi.org/10.31580/pjmls.v8i2.3335
Rights: Copyright (c) 2025 Pak-Euro Journal of Medical and Life Sciences ; http://creativecommons.org/licenses/by/4.0
Accession Number: edsbas.DC047F9D
Database: BASE