Application of the principal component analysis (PCM) as an innovative technology for assessing the morphological and functional state of agricultural poultry with diseases of bacterial genesis

The possibility of using the method of principal components (PCM) for analyzing the results of hematological studies of blood samples of broiler chickens has been studied. It was found that the graphs of the residual dispersion show a clear clustering of samples into the control and experimental gro...

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Autores principales:	Lovtsova Larisa, Pidenko Sergei, Isaicheva Lyudmila, Smutnev Petr, Shkel Andrey
Formato:	article
Lenguaje:	EN FR
Publicado:	EDP Sciences 2021
Materias:	Microbiology QR1-502 Physiology QP1-981 Zoology QL1-991
Acceso en línea:	https://doaj.org/article/69f8961dd2d745c08aac94d6e429748e
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spelling	oai:doaj.org-article:69f8961dd2d745c08aac94d6e429748e2021-11-08T15:17:31ZApplication of the principal component analysis (PCM) as an innovative technology for assessing the morphological and functional state of agricultural poultry with diseases of bacterial genesis2117-445810.1051/bioconf/20213700106https://doaj.org/article/69f8961dd2d745c08aac94d6e429748e2021-01-01T00:00:00Zhttps://www.bio-conferences.org/articles/bioconf/pdf/2021/09/bioconf_fies2021_00106.pdfhttps://doaj.org/toc/2117-4458The possibility of using the method of principal components (PCM) for analyzing the results of hematological studies of blood samples of broiler chickens has been studied. It was found that the graphs of the residual dispersion show a clear clustering of samples into the control and experimental groups after infection in the PC1-PC2 space. The graphs of the scores, built for the higher BG models, showed changes in the values for the GC1 spectrum of leukocytes, and for the GC2 of erythrocytes, hemoglobin. Thus, the use of PCM analysis of hematological blood data makes it possible to separate blood samples from healthy broiler chickens and those susceptible to infection with various infections. PCM is a promising approach for rapid assessment of hematological data.Lovtsova LarisaPidenko SergeiIsaicheva LyudmilaSmutnev PetrShkel AndreyEDP SciencesarticleMicrobiologyQR1-502PhysiologyQP1-981ZoologyQL1-991ENFRBIO Web of Conferences, Vol 37, p 00106 (2021)
institution	DOAJ
collection	DOAJ
language	EN FR
topic	Microbiology QR1-502 Physiology QP1-981 Zoology QL1-991
spellingShingle	Microbiology QR1-502 Physiology QP1-981 Zoology QL1-991 Lovtsova Larisa Pidenko Sergei Isaicheva Lyudmila Smutnev Petr Shkel Andrey Application of the principal component analysis (PCM) as an innovative technology for assessing the morphological and functional state of agricultural poultry with diseases of bacterial genesis
description	The possibility of using the method of principal components (PCM) for analyzing the results of hematological studies of blood samples of broiler chickens has been studied. It was found that the graphs of the residual dispersion show a clear clustering of samples into the control and experimental groups after infection in the PC1-PC2 space. The graphs of the scores, built for the higher BG models, showed changes in the values for the GC1 spectrum of leukocytes, and for the GC2 of erythrocytes, hemoglobin. Thus, the use of PCM analysis of hematological blood data makes it possible to separate blood samples from healthy broiler chickens and those susceptible to infection with various infections. PCM is a promising approach for rapid assessment of hematological data.
format	article
author	Lovtsova Larisa Pidenko Sergei Isaicheva Lyudmila Smutnev Petr Shkel Andrey
author_facet	Lovtsova Larisa Pidenko Sergei Isaicheva Lyudmila Smutnev Petr Shkel Andrey
author_sort	Lovtsova Larisa
title	Application of the principal component analysis (PCM) as an innovative technology for assessing the morphological and functional state of agricultural poultry with diseases of bacterial genesis
title_short	Application of the principal component analysis (PCM) as an innovative technology for assessing the morphological and functional state of agricultural poultry with diseases of bacterial genesis
title_full	Application of the principal component analysis (PCM) as an innovative technology for assessing the morphological and functional state of agricultural poultry with diseases of bacterial genesis
title_fullStr	Application of the principal component analysis (PCM) as an innovative technology for assessing the morphological and functional state of agricultural poultry with diseases of bacterial genesis
title_full_unstemmed	Application of the principal component analysis (PCM) as an innovative technology for assessing the morphological and functional state of agricultural poultry with diseases of bacterial genesis
title_sort	application of the principal component analysis (pcm) as an innovative technology for assessing the morphological and functional state of agricultural poultry with diseases of bacterial genesis
publisher	EDP Sciences
publishDate	2021
url	https://doaj.org/article/69f8961dd2d745c08aac94d6e429748e
work_keys_str_mv	AT lovtsovalarisa applicationoftheprincipalcomponentanalysispcmasaninnovativetechnologyforassessingthemorphologicalandfunctionalstateofagriculturalpoultrywithdiseasesofbacterialgenesis AT pidenkosergei applicationoftheprincipalcomponentanalysispcmasaninnovativetechnologyforassessingthemorphologicalandfunctionalstateofagriculturalpoultrywithdiseasesofbacterialgenesis AT isaichevalyudmila applicationoftheprincipalcomponentanalysispcmasaninnovativetechnologyforassessingthemorphologicalandfunctionalstateofagriculturalpoultrywithdiseasesofbacterialgenesis AT smutnevpetr applicationoftheprincipalcomponentanalysispcmasaninnovativetechnologyforassessingthemorphologicalandfunctionalstateofagriculturalpoultrywithdiseasesofbacterialgenesis AT shkelandrey applicationoftheprincipalcomponentanalysispcmasaninnovativetechnologyforassessingthemorphologicalandfunctionalstateofagriculturalpoultrywithdiseasesofbacterialgenesis
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Application of the principal component analysis (PCM) as an innovative technology for assessing the morphological and functional state of agricultural poultry with diseases of bacterial genesis

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