{"title":"基于内分泌谱的印度杂交奶牛发情周期数学模型的建立基于内分泌谱的印度杂交奶牛发情周期数学模型的建立","authors":"M. Mondal, M. Karunakaran, M. Ghosh, T. K. Dutta","doi":"10.37591/RRJOVST.V4I3.573","DOIUrl":null,"url":null,"abstract":"Declined fertility of the high-yielding dairy cows reared under intensive condition of management is of great concern not only for India but for the whole world. The bovine estrous cycle, particularly the estrus, is tightly controlled by the complex interplay of various organs and hormones. Mathematical modeling of the bovine estrous cycle could help in understanding the dynamics of this complex biological system. The authors, therefore, developed a mechanistic mathematical model for the estrous cycle of Indian crossbred cows that exclusively includes the key hormones that interact to control these processes. The authors used the data generated by them for approximately 163 estrous cycles having 1793 readings related to different hormones like LH, FSH, progesterone, estrogen, etc., under the control of the hypothalamo-pituitary-gonadal (ovarian) axis. The developed model was capable enough to generate successive estrous cycles of 21-day length. The model contains seven differential equations and 34 parameters. By simulating the developed model, a set of equations and parameters that were obtained were found to describe vividly the system consistent with empirical knowledge. In conclusion, the authors for the first time developed a mechanistic mathematical model of the estrous cycle for the Indian crossbred cows and it can be used for predicting hormonal inter milieu of the complex biological system without spending much time and money towards laboratory estimation. The developed model may also be used as a basis for more elaborate models that can predict the effects of external manipulations and genetic differences in Indian bovines. Keywords: Indian crossbred cow, hormones, differential equations, systems biology Cite this Article Mondal M, Karunakaran M, Ghosh MK et al. Development of an Endocrine Profiles Based Mathematical Model for The Estrous Cycle in Indian Crossbred Cows. Research & Reviews: Journal of Veterinary Science and Technology . 2015; 4(3): 35–38p.","PeriodicalId":36826,"journal":{"name":"Iranian Journal of Veterinary Science and Technology","volume":"462 1","pages":"35-38"},"PeriodicalIF":0.0000,"publicationDate":"2018-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Development of an Endocrine Profiles Based Mathematical Model for the Estrous Cycle in Indian Crossbred CowsDevelopment of an Endocrine Profiles Based Mathematical Model for the Estrous Cycle in Indian Crossbred Cows\",\"authors\":\"M. Mondal, M. Karunakaran, M. Ghosh, T. K. Dutta\",\"doi\":\"10.37591/RRJOVST.V4I3.573\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Declined fertility of the high-yielding dairy cows reared under intensive condition of management is of great concern not only for India but for the whole world. The bovine estrous cycle, particularly the estrus, is tightly controlled by the complex interplay of various organs and hormones. Mathematical modeling of the bovine estrous cycle could help in understanding the dynamics of this complex biological system. The authors, therefore, developed a mechanistic mathematical model for the estrous cycle of Indian crossbred cows that exclusively includes the key hormones that interact to control these processes. The authors used the data generated by them for approximately 163 estrous cycles having 1793 readings related to different hormones like LH, FSH, progesterone, estrogen, etc., under the control of the hypothalamo-pituitary-gonadal (ovarian) axis. The developed model was capable enough to generate successive estrous cycles of 21-day length. The model contains seven differential equations and 34 parameters. By simulating the developed model, a set of equations and parameters that were obtained were found to describe vividly the system consistent with empirical knowledge. In conclusion, the authors for the first time developed a mechanistic mathematical model of the estrous cycle for the Indian crossbred cows and it can be used for predicting hormonal inter milieu of the complex biological system without spending much time and money towards laboratory estimation. The developed model may also be used as a basis for more elaborate models that can predict the effects of external manipulations and genetic differences in Indian bovines. Keywords: Indian crossbred cow, hormones, differential equations, systems biology Cite this Article Mondal M, Karunakaran M, Ghosh MK et al. Development of an Endocrine Profiles Based Mathematical Model for The Estrous Cycle in Indian Crossbred Cows. 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引用次数: 1
摘要
在集约化管理条件下饲养的高产奶牛的生育力下降不仅对印度而且对整个世界都是一个很大的问题。牛的发情周期,特别是发情,受到各种器官和激素复杂的相互作用的严格控制。牛发情周期的数学建模有助于理解这一复杂生物系统的动力学。因此,作者为印度杂交奶牛的发情周期建立了一个机械数学模型,该模型只包括相互作用控制这些过程的关键激素。在下丘脑-垂体-性腺(卵巢)轴的控制下,作者使用了他们产生的大约163个发情周期的数据,其中有1793个与LH, FSH,黄体酮,雌激素等不同激素相关的读数。所建立的模型足以产生21天的连续发情周期。该模型包含7个微分方程和34个参数。通过对所建立的模型进行模拟,发现所得到的一组方程和参数能够生动地描述系统,与经验知识相一致。总之,作者首次建立了印度杂交奶牛发情周期的机械数学模型,该模型可用于预测复杂生物系统的激素环境,而无需花费大量时间和金钱进行实验室估计。开发的模型还可以作为更复杂的模型的基础,以预测外部操作和印度牛的遗传差异的影响。关键词:印度杂交牛,激素,微分方程,系统生物学引用本文Mondal M, Karunakaran M, Ghosh MK等基于内分泌谱的印度杂交奶牛发情周期数学模型的建立研究与评述:兽医科学与技术杂志。2015;4 (3): 35-38p。
Development of an Endocrine Profiles Based Mathematical Model for the Estrous Cycle in Indian Crossbred CowsDevelopment of an Endocrine Profiles Based Mathematical Model for the Estrous Cycle in Indian Crossbred Cows
Declined fertility of the high-yielding dairy cows reared under intensive condition of management is of great concern not only for India but for the whole world. The bovine estrous cycle, particularly the estrus, is tightly controlled by the complex interplay of various organs and hormones. Mathematical modeling of the bovine estrous cycle could help in understanding the dynamics of this complex biological system. The authors, therefore, developed a mechanistic mathematical model for the estrous cycle of Indian crossbred cows that exclusively includes the key hormones that interact to control these processes. The authors used the data generated by them for approximately 163 estrous cycles having 1793 readings related to different hormones like LH, FSH, progesterone, estrogen, etc., under the control of the hypothalamo-pituitary-gonadal (ovarian) axis. The developed model was capable enough to generate successive estrous cycles of 21-day length. The model contains seven differential equations and 34 parameters. By simulating the developed model, a set of equations and parameters that were obtained were found to describe vividly the system consistent with empirical knowledge. In conclusion, the authors for the first time developed a mechanistic mathematical model of the estrous cycle for the Indian crossbred cows and it can be used for predicting hormonal inter milieu of the complex biological system without spending much time and money towards laboratory estimation. The developed model may also be used as a basis for more elaborate models that can predict the effects of external manipulations and genetic differences in Indian bovines. Keywords: Indian crossbred cow, hormones, differential equations, systems biology Cite this Article Mondal M, Karunakaran M, Ghosh MK et al. Development of an Endocrine Profiles Based Mathematical Model for The Estrous Cycle in Indian Crossbred Cows. Research & Reviews: Journal of Veterinary Science and Technology . 2015; 4(3): 35–38p.