Use of multivariate analysis as a tool in the morphological characterization of the main indigenous bovine ecotypes in northeastern Algeria

被引:14
作者
Bousbia, Aissam [1 ,2 ]
Boudalia, Sofiane [1 ,2 ]
Gueroui, Yassine [1 ]
Hadded, Kamel [1 ]
Bouzaoui, Abdelkader [1 ]
Kiboub, Dounia [1 ]
Symeon, George [3 ]
机构
[1] Univ 8 Mai 1945 Guelma, Fac Sci Nat & Vie Sci Terre & Univers, Guelma 1945, Algeria
[2] Univ 8 Mai 1945 Guelma, Lab Biol Eau & Environm, Guelma, Algeria
[3] HAO DEMETER, Paralimni Giannitsa, Greece
关键词
PRINCIPAL COMPONENT ANALYSIS; CATTLE; SIZE; COWS; POPULATIONS; TRAITS;
D O I
10.1371/journal.pone.0255153
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Sustainability in livestock farming requires monitoring of autochthonous breeds which are well adapted to the local environment. The morphometric measurements seem to be the first approach which can provide useful information on the suitability of animal genetic resources for selection. In this work, thirteen morphometric variables were used for the phenotypic characterization of 130 adult autochthones cattle randomly selected from 30 local farms in Guelma. There were cases from four commonly accepted and traditional ecotypes: Guelmois, Cheurfa, Setifien and Fawn. The results showed several and significant positive correlations between the different variables. Correlations were analyzed using Varimax orthogonal rotation PCA and three factors were extracted, which explain more than 75% of the total variation in the four ecotypes. Stepwise discriminant analysis showed that 6 of the 13 variables had discriminatory power to define the phenotypic profile of the ecotypes. Canonical discriminant analysis indicated that the Setifien ecotype is separate from the other three ecotypes. Mahalanobis distances were significant between the different ecotypes except for the distance between the Guelmois and Fawn ecotypes. The cross-validation procedure assigned 91.42% of the Setifien animals to their genetic group, while the percentages of animals assigned to the Cheurfa, Guelmois and Fawn ecotypes were 80.00%, 65.71% and 53.33% respectively. The multivariate approach has proven to be effective in differentiating the four ecotypes, with clear morphological differences from the Setifien ecotype that may benefit from a genetic improvement program for more sustainable genetic resources preservation.
引用
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页数:15
相关论文
共 49 条
[1]   Morphometric Evaluation of Phenotypic Groups of Creole Cattle of Southern Ecuador [J].
Aguirre-Riofrio, Edgar Lenin ;
Abad-Guaman, Rodrigo Medardo ;
Uchuari-Pauta, Melania de Lourdes .
DIVERSITY-BASEL, 2019, 11 (12) :1-7
[2]   Classifying camel breeds using geometric morphometrics: A case study in Kuwait [J].
Alhajeri, Bader H. ;
Alaqeely, Randa ;
Alhaddad, Hasan .
LIVESTOCK SCIENCE, 2019, 230
[3]   Effect of growth selection on morphology in Pirenaica cattle [J].
Altarriba, J ;
Varona, L ;
Moreno, C ;
Yagüe, G ;
Pastor, F .
ANIMAL RESEARCH, 2006, 55 (01) :55-63
[4]  
[Anonymous], 2012, Phenotypic characterization of animal genetic resources. FAO Animal Production and Health Guidelines No.11
[5]   Morphological characterization of breeds of sheep: a discriminant analysis approach [J].
Asamoah-Boaheng, Michael ;
Sam, Emmanuel Kofi .
SPRINGERPLUS, 2016, 5 :1-12
[6]   Differentiation between three Saudi goat types using Size-free Canonical Discriminant Analysis [J].
Aziz, M. M. A. ;
Al-Hur, F. S. .
EMIRATES JOURNAL OF FOOD AND AGRICULTURE, 2013, 25 (09) :723-735
[7]  
Bernard A., 1919, ANN GEOGRAPHIE, P147
[8]   BOVISOL Project: Breeding and Management Practices of Indigenous Bovine Breeds: Solutions towards a Sustainable Future [J].
Boudalia, Sofiane ;
Ben Said, Samia ;
Tsiokos, Dimitrios ;
Bousbia, Aissam ;
Gueroui, Yassine ;
Mohamed-Brahmi, Aziza ;
Smeti, Samir ;
Anastasiadou, Maria ;
Symeon, George .
SUSTAINABILITY, 2020, 12 (23) :1-9
[9]  
Boujenane I, 2015, IRAN J APPL ANIM SCI, V5, P293
[10]  
Bousbia A., 2010, Livestock Research for Rural Development, V22, P121