Bos taurus indicus cattle have the superior ability for the regulation of body temperature during heat stress due to a number of physiological and cellular level adaptive traits. The objectives of this study were to quantify the change in body temperature in heifers with various proportions of Brahman genes per unit increase in heat stress as measured by temperature-humidity index (THI) and to assess how different breed groups responded to varying intensity and duration of heat stress. A total of 299 two-yr-old heifers from six breed groups ranging from 100% Angus to 100% Brahman were evaluated under hot and humid conditions during 2017 and 2018 summer days. Two strategies were used to estimate the plasticity in body temperature of breed groups in response to environmental challenges: 1) a random regression mixed model was used to estimate reaction norm parameters for each breed group in response to a specified environmental heat stress and 2) a repeated measures mixed model was used to evaluate the response to different environmental heat loads. The reaction norm model estimated an intercept and slope measuring the change in body temperature per unit increase in THI environmental heat stress for different breed groups of animals and allowed the identification of genotypes which are robust, with low slope values indicative of animals that are able to maintain normal body temperature across a range of environments. The repeated measures mixed model showed that Brahman cattle have an advantage under moderate or high heat stress conditions but both Angus and Brahman breed groups are greatly affected when heat stress is severe. A critical factor appears to be the opportunity to cool down during the night hours more than the number of hours with extreme THI. With heat stress conditions predicted to intensify and expand into currently temperate zones, developing effective strategies to ensure sustainable beef production systems are imperative. Effective strategies will require the identification of the genes conferring the superior thermotolerance in Brahman cattle.
机构:
Univ Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, Mexico
Benemerita Univ Autonoma Puebla, Fac Ciencias Agr & Pecuarias, Tlatlauquitepec 73900, Puebla, MexicoUniv Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, Mexico
Valencia-Franco, Edgar
Garcia y Gonzalez, Ethel Caterina
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Univ Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, MexicoUniv Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, Mexico
Garcia y Gonzalez, Ethel Caterina
Guevara-Arroyo, Aurora Matilde
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Univ Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, MexicoUniv Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, Mexico
Guevara-Arroyo, Aurora Matilde
Torres-Agaton, Fernando
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Univ Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, MexicoUniv Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, Mexico
Torres-Agaton, Fernando
Robles-Robles, Jose Manuel
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Benemerita Univ Autonoma Puebla, Fac Med Vet & Zootecnia, Tecamachalco 72570, Puebla, MexicoUniv Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, Mexico
Robles-Robles, Jose Manuel
Rodriguez-Castillo, Jose del Carmen
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Benemerita Univ Autonoma Puebla, Fac Med Vet & Zootecnia, Tecamachalco 72570, Puebla, MexicoUniv Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, Mexico
Rodriguez-Castillo, Jose del Carmen
Paredes-Alvarado, Marisol
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Univ Nacl Autonoma Mexico, Fac Estudios Super Cuautitlan, Cuautitlan 54714, Edo De Mexico, MexicoUniv Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, Mexico
Paredes-Alvarado, Marisol
Alaniz-Gutierrez, Luis
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Univ Autonoma Guerrero, Fac Med Vet & Zootecnia 2, Cuajinicuilapa 41940, Guerrero, MexicoUniv Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, Mexico
Alaniz-Gutierrez, Luis
Ruiz-Ortega, Maricela
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Univ Autonoma Estado Hidalgo, Inst Ciencias Agr, Tulancingo De Bravo 43600, Hidalgo, MexicoUniv Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, Mexico
Ruiz-Ortega, Maricela
Ponce-Covarrubias, Jose Luis
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Univ Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, MexicoUniv Autonoma Guerrero UAGro, Escuela Super Med Vet & Zootecnia 3, Tecpan De Galeana 40900, Guerrero, Mexico
机构:
New Mexico State Univ, Dept Agron, Las Cruces, NM 88003 USA
New Mexico State Univ, Dept Plant & Environm Sci, Las Cruces, NM 88003 USANew Mexico State Univ, Dept Agron, Las Cruces, NM 88003 USA
Khalil, Shad K.
Mexal, John G.
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New Mexico State Univ, Dept Plant & Environm Sci, Las Cruces, NM 88003 USANew Mexico State Univ, Dept Agron, Las Cruces, NM 88003 USA
Mexal, John G.
Rehman, Abdur
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New Mexico State Univ, Dept Agron, Las Cruces, NM 88003 USANew Mexico State Univ, Dept Agron, Las Cruces, NM 88003 USA
Rehman, Abdur
Khan, Amir Zaman
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New Mexico State Univ, Dept Agron, Las Cruces, NM 88003 USANew Mexico State Univ, Dept Agron, Las Cruces, NM 88003 USA
Khan, Amir Zaman
Wahab, Said
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机构:
NW Frontier Prov Agr Univ, Dept Food Sci & Technol, Peshawar, PakistanNew Mexico State Univ, Dept Agron, Las Cruces, NM 88003 USA
Wahab, Said
Zubair, Muhammad
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机构:
NW Frontier Prov Agr Univ, Dept Hort, Peshawar, PakistanNew Mexico State Univ, Dept Agron, Las Cruces, NM 88003 USA
Zubair, Muhammad
Khalil, I. H.
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NW Frontier Prov Agr Univ, Dept Genet & Plant Breeding, Peshawar, PakistanNew Mexico State Univ, Dept Agron, Las Cruces, NM 88003 USA
Khalil, I. H.
Mohammad, Fida
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机构:
NW Frontier Prov Agr Univ, Dept Genet & Plant Breeding, Peshawar, PakistanNew Mexico State Univ, Dept Agron, Las Cruces, NM 88003 USA
机构:
Univ Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, SerbiaUniv Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, Serbia
Blond, Bojan
Majkic, Mira
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Univ Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, SerbiaUniv Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, Serbia
Majkic, Mira
Spasojevic, Jovan
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Univ Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, SerbiaUniv Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, Serbia
Spasojevic, Jovan
Hristov, Slavca
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Univ Belgrade, Fac Agr, Nemanjina 6, Zemun 11080, SerbiaUniv Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, Serbia
Hristov, Slavca
Radinovic, Miodrag
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Univ Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, SerbiaUniv Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, Serbia
Radinovic, Miodrag
Nikolic, Sandra
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机构:
Univ Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, SerbiaUniv Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, Serbia
Nikolic, Sandra
Andusic, Ljiljana
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机构:
Univ Pristina Kosovska Mitrovica, Fac Agr, Kopaonicka bb, Lesak 38219, SerbiaUniv Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, Serbia
Andusic, Ljiljana
Cukic, Aleksandar
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Univ Pristina Kosovska Mitrovica, Fac Agr, Kopaonicka bb, Lesak 38219, SerbiaUniv Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, Serbia
Cukic, Aleksandar
Dosenovic Marinkovic, Maja
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机构:
Acad Appl Studies Sabac, Dobropoljska 5, Sabac 15000, SerbiaUniv Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, Serbia
Dosenovic Marinkovic, Maja
Vujanovic, Biljana Delic
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机构:
Acad Appl Studies Sabac, Dobropoljska 5, Sabac 15000, SerbiaUniv Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, Serbia
Vujanovic, Biljana Delic
Obradovic, Nemanja
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机构:
Pasteur Inst Novi Sad, Hajduk Veljkova 1, Novi Sad 21000, SerbiaUniv Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, Serbia
Obradovic, Nemanja
Cincovic, Marko
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Univ Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, SerbiaUniv Novi Sad, Fac Agr, Dept Vet Med, Sq Dositeja Obradovica 7, Novi Sad 21000, Serbia