NEURAL NETWORK MODELING OF THE INFLUENCE OF SPORT ACTIVITY FACTORS ON THE FUNCTIONAL ACTIVITY OF NEUTROPHILIC LEUKOCYTES

The high exercise stress in sport causes decrease in immune cells reactivity. Changes of intensity of neutrophilic granulocytes «respiratory burst» due to the main operating factors of sports activity have not yet been investigated. The study included 96 male athletes (24.34 ± 3.54 y.o.), 59 female...

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Autores principales:	K. P. Bazarin, A. A. Savchenko, V. N. Kovalev, N. A. Lazarenko, A. V. Landyonok
Formato:	article
Lenguaje:	RU
Publicado:	Scientific Сentre for Family Health and Human Reproduction Problems 2017
Materias:	neutrophilic leukocytes functional activity physical activity sports Science Q
Acceso en línea:	https://doaj.org/article/2d41f5b31f3e4dc987fa6245a200fa75
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spelling	oai:doaj.org-article:2d41f5b31f3e4dc987fa6245a200fa752021-11-23T06:14:37ZNEURAL NETWORK MODELING OF THE INFLUENCE OF SPORT ACTIVITY FACTORS ON THE FUNCTIONAL ACTIVITY OF NEUTROPHILIC LEUKOCYTES2541-94202587-959610.12737/article_59a614fbc56b10.09341112https://doaj.org/article/2d41f5b31f3e4dc987fa6245a200fa752017-04-01T00:00:00Zhttps://www.actabiomedica.ru/jour/article/view/621https://doaj.org/toc/2541-9420https://doaj.org/toc/2587-9596The high exercise stress in sport causes decrease in immune cells reactivity. Changes of intensity of neutrophilic granulocytes «respiratory burst» due to the main operating factors of sports activity have not yet been investigated. The study included 96 male athletes (24.34 ± 3.54 y.o.), 59 female athletes (23.12 ± 2.3y.o.) and 53 healthy male non-athletes (23.17 ± 2.54 y.o.); 48 healthy female non-athletes (22.12 ± 3.01 y.o.) participated as control group. Two neural network predictor models for neutrophilic granulocytes functional activity were created. The average error of approximation was 2.77 % and 2.98 % for male and female respectively. In a series of virtual experiments, the effect of different approaches to the organization of training-competitive process was studied. We have found the conditions that should allow to avoid decompensation in the immune system in the end of the competition period.K. P. BazarinA. A. SavchenkoV. N. KovalevN. A. LazarenkoA. V. LandyonokScientific Сentre for Family Health and Human Reproduction Problemsarticleneutrophilic leukocytesfunctional activityphysical activitysportsScienceQRUActa Biomedica Scientifica, Vol 2, Iss 2, Pp 62-68 (2017)
institution	DOAJ
collection	DOAJ
language	RU
topic	neutrophilic leukocytes functional activity physical activity sports Science Q
spellingShingle	neutrophilic leukocytes functional activity physical activity sports Science Q K. P. Bazarin A. A. Savchenko V. N. Kovalev N. A. Lazarenko A. V. Landyonok NEURAL NETWORK MODELING OF THE INFLUENCE OF SPORT ACTIVITY FACTORS ON THE FUNCTIONAL ACTIVITY OF NEUTROPHILIC LEUKOCYTES
description	The high exercise stress in sport causes decrease in immune cells reactivity. Changes of intensity of neutrophilic granulocytes «respiratory burst» due to the main operating factors of sports activity have not yet been investigated. The study included 96 male athletes (24.34 ± 3.54 y.o.), 59 female athletes (23.12 ± 2.3y.o.) and 53 healthy male non-athletes (23.17 ± 2.54 y.o.); 48 healthy female non-athletes (22.12 ± 3.01 y.o.) participated as control group. Two neural network predictor models for neutrophilic granulocytes functional activity were created. The average error of approximation was 2.77 % and 2.98 % for male and female respectively. In a series of virtual experiments, the effect of different approaches to the organization of training-competitive process was studied. We have found the conditions that should allow to avoid decompensation in the immune system in the end of the competition period.
format	article
author	K. P. Bazarin A. A. Savchenko V. N. Kovalev N. A. Lazarenko A. V. Landyonok
author_facet	K. P. Bazarin A. A. Savchenko V. N. Kovalev N. A. Lazarenko A. V. Landyonok
author_sort	K. P. Bazarin
title	NEURAL NETWORK MODELING OF THE INFLUENCE OF SPORT ACTIVITY FACTORS ON THE FUNCTIONAL ACTIVITY OF NEUTROPHILIC LEUKOCYTES
title_short	NEURAL NETWORK MODELING OF THE INFLUENCE OF SPORT ACTIVITY FACTORS ON THE FUNCTIONAL ACTIVITY OF NEUTROPHILIC LEUKOCYTES
title_full	NEURAL NETWORK MODELING OF THE INFLUENCE OF SPORT ACTIVITY FACTORS ON THE FUNCTIONAL ACTIVITY OF NEUTROPHILIC LEUKOCYTES
title_fullStr	NEURAL NETWORK MODELING OF THE INFLUENCE OF SPORT ACTIVITY FACTORS ON THE FUNCTIONAL ACTIVITY OF NEUTROPHILIC LEUKOCYTES
title_full_unstemmed	NEURAL NETWORK MODELING OF THE INFLUENCE OF SPORT ACTIVITY FACTORS ON THE FUNCTIONAL ACTIVITY OF NEUTROPHILIC LEUKOCYTES
title_sort	neural network modeling of the influence of sport activity factors on the functional activity of neutrophilic leukocytes
publisher	Scientific Сentre for Family Health and Human Reproduction Problems
publishDate	2017
url	https://doaj.org/article/2d41f5b31f3e4dc987fa6245a200fa75
work_keys_str_mv	AT kpbazarin neuralnetworkmodelingoftheinfluenceofsportactivityfactorsonthefunctionalactivityofneutrophilicleukocytes AT aasavchenko neuralnetworkmodelingoftheinfluenceofsportactivityfactorsonthefunctionalactivityofneutrophilicleukocytes AT vnkovalev neuralnetworkmodelingoftheinfluenceofsportactivityfactorsonthefunctionalactivityofneutrophilicleukocytes AT nalazarenko neuralnetworkmodelingoftheinfluenceofsportactivityfactorsonthefunctionalactivityofneutrophilicleukocytes AT avlandyonok neuralnetworkmodelingoftheinfluenceofsportactivityfactorsonthefunctionalactivityofneutrophilicleukocytes
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NEURAL NETWORK MODELING OF THE INFLUENCE OF SPORT ACTIVITY FACTORS ON THE FUNCTIONAL ACTIVITY OF NEUTROPHILIC LEUKOCYTES

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