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多元分析在阿尔及利亚东北部主要本土牛生态型形态特征描述中的应用。

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

机构信息

Faculté des Sciences de la Nature et de la Vie et Sciences de la Terre et de l'Univers, Université 8 Mai 1945 Guelma, Guelma, Algérie.

Laboratoire de Biologie, Eau et Environnement, Université 8 Mai 1945 Guelma, Guelma, Algérie.

出版信息

PLoS One. 2021 Jul 26;16(7):e0255153. doi: 10.1371/journal.pone.0255153. eCollection 2021.

Abstract

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, Sétifien 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 Sétifien 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 Sétifien 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 Sétifien ecotype that may benefit from a genetic improvement program for more sustainable genetic resources preservation.

摘要

畜牧业的可持续性需要监测那些适应当地环境的本土品种。形态测量似乎是提供有关动物遗传资源适合选择的有用信息的第一种方法。在这项工作中,使用了十三个形态变量来对从盖尔梅 30 个当地农场随机选择的 130 头成年本土牛进行表型特征描述。这些牛来自四个公认的传统生态型:Guelmois、Cheurfa、Sétifien 和 Fawn。结果表明,不同变量之间存在多个且显著的正相关关系。使用 Varimax 正交旋转 PCA 对相关性进行了分析,提取了三个因子,它们解释了四个生态型中超过 75%的总变化。逐步判别分析表明,13 个变量中有 6 个具有辨别力,可以定义生态型的表型特征。典型判别分析表明,Sétifien 生态型与其他三个生态型不同。除了 Guelmois 和 Fawn 生态型之间的距离外,不同生态型之间的 Mahalanobis 距离都很显著。交叉验证程序将 91.42%的 Sétifien 动物分配到它们的遗传组中,而 Cheurfa、Guelmois 和 Fawn 生态型的动物分配比例分别为 80.00%、65.71%和 53.33%。多元方法已被证明可有效区分四个生态型,Sétifien 生态型的形态差异明显,可能受益于遗传资源保存的可持续性遗传改良计划。

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