Research Article

Determination of Morphological Variation by Principal Component Analysis and Characterization of the Capsicum chinense Genetic Resources

Volume: 7 Number: 2 July 1, 2021
EN

Determination of Morphological Variation by Principal Component Analysis and Characterization of the Capsicum chinense Genetic Resources

Abstract

The characterization of plant genetic resources and genetic diversity levels are determined with the morphological descriptors and molecular analysis methods. Capsicum chinense populations show a high level of variation in terms of fruit size, fruit width, fruit shape, fruit colour and bitterness. This study aimed to define the plant characteristics of the C. chinense genetic resources collected from different locations of the world according to the UPOV (International Union for the Protection of New Varieties of Plants) criteria and to determine the morphological variation levels in the current population within the species. In the first stage of this study, a gene pool consisting of 75 genotypes of the C. chinenses pecies was created. It was found that genotypes belonging to the C. chinense species show a high level of phenotypic diversity in terms of morphological identification criteria. Cluster and principal component analysis (PCA) were performed to determine relationships among populations. A dendrogram clustered into seven groups was prepared to evaluate morphological differences among C. chinense genotypes. In addition, the principal component (PC) analysis showed that the first six PC axes explained 70.99% of the total multivariate variation. It revealed high morphological variation among the C. chinense genotypes. In conclusion, this identified C. chinense genetic resources to be evaluated as qualified breeding materials for developing new variety candidates in the near future.

Keywords

References

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Details

Primary Language

English

Subjects

Agricultural Engineering

Journal Section

Research Article

Authors

Publication Date

July 1, 2021

Submission Date

April 21, 2021

Acceptance Date

-

Published in Issue

Year 2021 Volume: 7 Number: 2

APA
Taş, K., & Balkaya, A. (2021). Determination of Morphological Variation by Principal Component Analysis and Characterization of the Capsicum chinense Genetic Resources. Ekin Journal of Crop Breeding and Genetics, 7(2), 86-105. https://izlik.org/JA83TG43KB
AMA
1.Taş K, Balkaya A. Determination of Morphological Variation by Principal Component Analysis and Characterization of the Capsicum chinense Genetic Resources. Ekin Journal. 2021;7(2):86-105. https://izlik.org/JA83TG43KB
Chicago
Taş, Kübra, and Ahmet Balkaya. 2021. “Determination of Morphological Variation by Principal Component Analysis and Characterization of the Capsicum Chinense Genetic Resources”. Ekin Journal of Crop Breeding and Genetics 7 (2): 86-105. https://izlik.org/JA83TG43KB.
EndNote
Taş K, Balkaya A (July 1, 2021) Determination of Morphological Variation by Principal Component Analysis and Characterization of the Capsicum chinense Genetic Resources. Ekin Journal of Crop Breeding and Genetics 7 2 86–105.
IEEE
[1]K. Taş and A. Balkaya, “Determination of Morphological Variation by Principal Component Analysis and Characterization of the Capsicum chinense Genetic Resources”, Ekin Journal, vol. 7, no. 2, pp. 86–105, July 2021, [Online]. Available: https://izlik.org/JA83TG43KB
ISNAD
Taş, Kübra - Balkaya, Ahmet. “Determination of Morphological Variation by Principal Component Analysis and Characterization of the Capsicum Chinense Genetic Resources”. Ekin Journal of Crop Breeding and Genetics 7/2 (July 1, 2021): 86-105. https://izlik.org/JA83TG43KB.
JAMA
1.Taş K, Balkaya A. Determination of Morphological Variation by Principal Component Analysis and Characterization of the Capsicum chinense Genetic Resources. Ekin Journal. 2021;7:86–105.
MLA
Taş, Kübra, and Ahmet Balkaya. “Determination of Morphological Variation by Principal Component Analysis and Characterization of the Capsicum Chinense Genetic Resources”. Ekin Journal of Crop Breeding and Genetics, vol. 7, no. 2, July 2021, pp. 86-105, https://izlik.org/JA83TG43KB.
Vancouver
1.Kübra Taş, Ahmet Balkaya. Determination of Morphological Variation by Principal Component Analysis and Characterization of the Capsicum chinense Genetic Resources. Ekin Journal [Internet]. 2021 Jul. 1;7(2):86-105. Available from: https://izlik.org/JA83TG43KB