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Muniz MMM, Serrenho RC, Duffield T, de Oliveira Junior GA, McArt JAA, Baes CF, Schenkel FS, Squires EJ. Identification of genetic markers associated with hyperketonemia patterns in early lactation Holstein cows. J Anim Breed Genet 2024; 141:702-721. [PMID: 38783641 DOI: 10.1111/jbg.12875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 04/25/2024] [Accepted: 05/05/2024] [Indexed: 05/25/2024]
Abstract
Ketosis, evidenced by hyperketonemia with elevated blood β-hydroxybutyrate (BHB) levels, is a significant metabolic disorder of dairy cattle, typically diagnosed within the first 6 weeks post-calving when high energy levels are essential to milk production. Our study aimed to identify genetic markers linked to hyperketonemia (HYK) patterns in Holstein cows during early lactation and compare these to HYK-negative cows. We screened 964 cows for HYK using a threshold of BHB ≥1.2 mmol/L during the first 2 weeks postpartum (screening period, SP). Cows that tested negative initially were retested the following week. Cows were deemed HYK-negative (CON group) if BHB levels were below 1.2 mmol/L in both tests, while those with BHB levels exceeding this threshold at any test were treated and classified as HYK-positive (HYK+). Post-treatment, HYK+ cows were monitored for two-week follow-up period (FP) and classified based on their recovery: cured (CUR; consistently low BHB), recurrent (REC; fluctuating BHB levels), severe (SEV; high initial BHB that decreased), or chronic (CHR; persistently high BHB). Using 489 cows that were genotyped, a GWAS was conducted using GCTA software, revealing significant associations of several SNPs across different HYK patterns when compared to the CON group. These SNPs were primarily linked to genes affecting milk traits and were enriched in biological pathways relevant to protein glycosylation, inflammatory response, glucose homeostasis, and fatty acid synthesis. Our findings highlight genomic regions, potential candidate genes, and biological pathways related to ketosis, underscoring potential targets for improving health management in dairy cattle. These insights could lead to better strategies for managing ketosis through genetic selection, ultimately enhancing dairy cattle welfare and productivity. Further research with a larger number of cows is recommended to validate these findings and help confirm the implicated SNPs and genes.
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Affiliation(s)
- Maria Malane M Muniz
- Department of Animal Biosciences, Centre for Genetic Improvement of Livestock, University of Guelph, Guelph, Ontario, Canada
| | - Rita Couto Serrenho
- Department of Population Medicine, Ontario Veterinary College, University of Guelph, Guelph, Ontario, Canada
| | - Todd Duffield
- Department of Population Medicine, Ontario Veterinary College, University of Guelph, Guelph, Ontario, Canada
| | - Gerson A de Oliveira Junior
- Department of Animal Biosciences, Centre for Genetic Improvement of Livestock, University of Guelph, Guelph, Ontario, Canada
| | - Jessica A A McArt
- Department of Population Medicine and Diagnostic Sciences, Cornell University, Ithaca, New York, USA
| | - Christine F Baes
- Department of Animal Biosciences, Centre for Genetic Improvement of Livestock, University of Guelph, Guelph, Ontario, Canada
- Institute of Genetics, Vetsuisse Faculty, University of Bern, Bern, Switzerland
| | - Flavio Schramm Schenkel
- Department of Animal Biosciences, Centre for Genetic Improvement of Livestock, University of Guelph, Guelph, Ontario, Canada
| | - E James Squires
- Department of Animal Biosciences, Centre for Genetic Improvement of Livestock, University of Guelph, Guelph, Ontario, Canada
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da Silva WC, da Silva JAR, Martorano LG, da Silva ÉBR, Belo TS, Neves KAL, Camargo Júnior RNC, de Araújo CV, Vilela LGP, Joaquim LA, de Carvalho Rodrigues TCG, Lourenço-Júnior JDB. Characterization of the Temperament and Reactivity of Nelore Cattle ( Bos indicus) Associated with Behavior Scores during Corral Management in the Humid Tropics. Animals (Basel) 2024; 14:1769. [PMID: 38929388 PMCID: PMC11200586 DOI: 10.3390/ani14121769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 06/04/2024] [Accepted: 06/05/2024] [Indexed: 06/28/2024] Open
Abstract
The evaluation of the reactivity and distress of cattle during corral management, by means of subjective scores, aims at the standardization of behavioral indicators, through non-invasive methods, in addition to enabling the development of more appropriate management practices, thus promoting the comfort and well-being of these animals. Therefore, in this study, we aimed to characterize the temperament and distress of cattle managed in a corral using behavioral indicators during the rainiest period. For this, the experiment was conducted on a property located in the municipality of Mojuí dos Campos, during the rainiest quarter (February-April). Thus, 30 male cattle, not castrated, approximately 29 months of age, clinically healthy, and weighing 310 + 20 kg, were divided into three rearing systems: silvopastoral (SP), traditional (SS), and integrated (SI) systems. There were 10 animals per system. Physiological parameters were collected to evaluate rectal temperature (RT) and respiratory rate (RR), as well as body surface temperature (BST), through thermal windows (head and flank infrared temperature and rump infrared temperature). To evaluate temperament and reactivity, scores indicative of corral behavior were used, namely escape speed (ES), tension score (SS_1), tension score (SS_2), reactivity scale (RS), movement score (MS), and temperament scale (TS). The results showed that there was a thermal amplitude of 5.9 °C on average and 8.6 °C at maximum when comparing the structure of the corral and the trees. In addition, the comparisons between the production systems for the behavioral variables did not differ at the 5% significance level, except for ES, where the traditional system differed from the integrated system and the silvopastoral system, showing intermediate average values for both. In addition, there was a positive correlation between the variables RT and RR (r = 0.72; p < 0.01), RR and SS_2 (r = 0.38; p = 0.04), flank infrared temperature and MS (r = 0.47; p = 0.01), rump infrared temperature and RS (r = 0.37; p = 0.04), SS_1 and RS (r = 0.41; p = 0.02), SS_1 and SS_2 (r = 0.39; p = 0.03), RS and SS_2 (r = 0.58; p = 0.00), RS and MS (r = 0.50; p = 0.01), RS and TS (r = 0.61; p = 0.00), SS_2 and MS (r = 0.51; p = 0.00), SS_2 and TS (r = 0.47; p = 0.01), and MS and TS (r = 0.44; p = 0.02), and a negative correlation between ES and TS (r = -0.42; p = 0.02). The rainy season had a major influence on the evaluation of temperature and distress levels during handling in the corral, as evidenced by the association between physiological and behavioral parameters.
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Affiliation(s)
- Welligton Conceição da Silva
- Postgraduate Program in Animal Science (PPGCAN), Institute of Veterinary Medicine, Federal University of Para (UFPA), Castanhal 68746-360, Brazil; (É.B.R.d.S.); (R.N.C.C.J.); (L.A.J.); (T.C.G.d.C.R.); (J.d.B.L.-J.)
| | | | | | - Éder Bruno Rebelo da Silva
- Postgraduate Program in Animal Science (PPGCAN), Institute of Veterinary Medicine, Federal University of Para (UFPA), Castanhal 68746-360, Brazil; (É.B.R.d.S.); (R.N.C.C.J.); (L.A.J.); (T.C.G.d.C.R.); (J.d.B.L.-J.)
| | - Tatiane Silva Belo
- Department of Veterinary Medicine, University Center of the Amazon (UNAMA), Santarem 68010-200, Brazil;
| | - Kedson Alessandri Lobo Neves
- Institute of Engineering and Geosciences, Federal University of Western Pará (UFOPA), Santarem 68040-255, Brazil;
| | - Raimundo Nonato Colares Camargo Júnior
- Postgraduate Program in Animal Science (PPGCAN), Institute of Veterinary Medicine, Federal University of Para (UFPA), Castanhal 68746-360, Brazil; (É.B.R.d.S.); (R.N.C.C.J.); (L.A.J.); (T.C.G.d.C.R.); (J.d.B.L.-J.)
| | - Cláudio Vieira de Araújo
- Institute of Animal Science, Federal University of Western Pará (UFOPA), Santarem 68040-255, Brazil;
| | | | - Leonel António Joaquim
- Postgraduate Program in Animal Science (PPGCAN), Institute of Veterinary Medicine, Federal University of Para (UFPA), Castanhal 68746-360, Brazil; (É.B.R.d.S.); (R.N.C.C.J.); (L.A.J.); (T.C.G.d.C.R.); (J.d.B.L.-J.)
| | - Thomaz Cyro Guimarães de Carvalho Rodrigues
- Postgraduate Program in Animal Science (PPGCAN), Institute of Veterinary Medicine, Federal University of Para (UFPA), Castanhal 68746-360, Brazil; (É.B.R.d.S.); (R.N.C.C.J.); (L.A.J.); (T.C.G.d.C.R.); (J.d.B.L.-J.)
| | - José de Brito Lourenço-Júnior
- Postgraduate Program in Animal Science (PPGCAN), Institute of Veterinary Medicine, Federal University of Para (UFPA), Castanhal 68746-360, Brazil; (É.B.R.d.S.); (R.N.C.C.J.); (L.A.J.); (T.C.G.d.C.R.); (J.d.B.L.-J.)
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Okuyucu İC, Akdağ A, Erdem H, Kop-Bozbay C, Abacı SH, Garipoğlu AV, Hazneci E, Ocak N. Welfare assessment traits, milk quantity and quality, and profitability of Anatolian buffalo cows confined in closed-tied or semi-open free-stall barns can be affected by supplementary feeding at milking. Anim Biosci 2024; 37:1110-1120. [PMID: 38271965 PMCID: PMC11065956 DOI: 10.5713/ab.23.0366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 11/15/2023] [Accepted: 12/05/2023] [Indexed: 01/27/2024] Open
Abstract
OBJECTIVE This study was conducted to evaluate the effect of offering (OSF) or not (NSF) supplemental feed at milking on temperament (TS), udder hygiene (UHS) and body condition (BCS) scores, and milk yield per milking (MYM), milk quality traits, and profitability of primiparous Anatolian buffalo cows at 90 days of lactation confined in closed-tied (CB) or semi-open free-stall (OB) barns. METHODS In Experiment I, 108 cows were selected to encompass four treatments (OBOSF, OB-NSF, CB-OSF, and CB-NSF) of 27 cows, considering barn type (OB and CB) and supplementary feed (OSF and NSF) at milking. In Experiment II, 60 OB cows were selected to encompass one of five groups of 12 cows each: i) no supplemental feed (CON), ii) commercial concentrate (CC), iii) CC + corn silage (CCS), iv) CCS + alfalfa hay (CSA), or v) CC + ryegrass silage (CRS) at milking. RESULTS The TS and UHS of the OB and OSF cows were lower (better) than those of the CB and NSF cows, respectively. The OSF increased milk protein, lactose, and solids-not-fat but decreased milk freezing point and electrical conductivity compared with the NSF. The MYM and milk fat of the OB-OSF cows were higher than those of the OB-NSF and CBNSF cows. The TS and UHS of the cows negatively correlated with MYM and some milk chemicals (fat, protein, and solids-not-fat), but BCS correlated positively. The TS and milk electrical conductivity of the CCS, CSA, and CRS cows were lower than those of the CON and CC cows, but BCS, MYM, and milk fat were higher. Partial budget analysis identified a higher net profit for supplemental feed-offered groups (OB-OSF, CCS, CSA, and CRS). CONCLUSION Offering roughage with concentrates at milking for indoor primiparous buffalo cows is more conducive to well-being, milk yield, milk quality, and economy.
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Affiliation(s)
- İbrahim Cihangir Okuyucu
- Department of Animal Science, Faculty of Agriculture, Ondokuz Mayis University, 55139, Samsun,
Türkiye
| | - Ahmet Akdağ
- Department of Animal Science, Faculty of Agriculture, Eskisehir Osmangazi University, 26480, Eskisehir,
Türkiye
| | - Hüseyin Erdem
- Department of Animal Science, Faculty of Agriculture, Ondokuz Mayis University, 55139, Samsun,
Türkiye
| | - Canan Kop-Bozbay
- Department of Animal Science, Faculty of Agriculture, Eskisehir Osmangazi University, 26480, Eskisehir,
Türkiye
| | - Samet Hasan Abacı
- Department of Animal Science, Faculty of Agriculture, Ondokuz Mayis University, 55139, Samsun,
Türkiye
| | - Ali Vaiz Garipoğlu
- Department of Animal Science, Faculty of Agriculture, Ondokuz Mayis University, 55139, Samsun,
Türkiye
| | - Esin Hazneci
- Department of Agricultural Economics, Faculty of Agriculture, Ondokuz Mayis University, 55139, Samsun,
Türkiye
| | - Nuh Ocak
- Department of Animal Science, Faculty of Agriculture, Ondokuz Mayis University, 55139, Samsun,
Türkiye
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Pinto LFB, Medrado BD, Pedrosa VB, Brito LF. A systematic review with meta-analysis of heritability estimates for temperament-related traits in beef and dairy cattle populations. J Anim Breed Genet 2024. [PMID: 38807564 DOI: 10.1111/jbg.12874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 05/02/2024] [Accepted: 05/04/2024] [Indexed: 05/30/2024]
Abstract
Temperament (docility) is a key breeding goal in the cattle industry due to its direct relationship with animal welfare, cattle handler's safety and animal productivity. Over the past six decades, numerous studies have reported heritability estimates for temperament-related traits in cattle populations ranging from low to high values. Therefore, the primary objective of this study was to perform a comprehensive systematic review with meta-analysis to obtain weighted estimates of heritability for temperament-related traits in worldwide cattle populations. After data editing and quality control, 106 studies were included in the systematic review, of which 29.2% and 70.8% reported estimates of heritability for temperament-related traits in dairy and beef cattle populations, respectively. Meta-analyses were performed for 95 heritability estimates using a random model approach. The weighted heritability estimates were as follow: (a) flight score at weaning = 0.23 (95% CI: 0.15-0.32); (b) flight speed at weaning = 0.30 (95% CI: 0.26-0.33); (c) joint analysis of flight speed and flight score at weaning = 0.27 (95% CI: 0.22-0.31); (d) flight speed at yearling = 0.26 (95% CI: 0.21-0.30); (e) joint analysis of flight speed at weaning and yearling = 0.27 (95% CI: 0.24-0.30); (f) movement score = 0.12 (95% CI: 0.08-0.15); (g) crush score at weaning = 0.21 (95% CI: 0.17-0.25); (h) pen score at weaning = 0.27 (95% CI: 0.19-0.34); (i) pen score at yearling = 0.20 (95% CI: 0.17-0.23); (j) joint analysis of pen score at weaning and yearling = 0.22 (95% CI: 0.18-0.26); (k) cow's aggressiveness at calving = 0.10 (95% CI: 0.01-0.19); (l) general temperament = 0.13 (95% CI: 0.06-0.19); (m) milking temperament = 0.16 (95% CI: 0.11-0.21); and (n) joint analysis of general and milking temperament = 0.14 (95% CI: 0.11-0.18). The heterogeneity index ranged from 0% to 77%, and the Q-test was significant (p < 0.05) for four single-trait meta-analyses. In conclusion, temperament is moderately heritable in beef cattle populations, and flight speed at weaning had the highest weighted heritability estimate. Moreover, between-study heterogeneity was low or moderate in beef cattle traits, suggesting reasonable standardization across studies. On the other hand, low-weighted heritability and high between-study heterogeneity were estimated for temperament-related traits in dairy cattle, suggesting that more studies are needed to better understand the genetic inheritance of temperament in dairy cattle populations.
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Affiliation(s)
- Luís Fernando Batista Pinto
- Department of Animal Sciences, Federal University of Bahia, Salvador, Brazil
- Department of Animal Sciences, Purdue University, West Lafayette, Indiana, USA
| | | | - Victor Breno Pedrosa
- Department of Animal Sciences, Purdue University, West Lafayette, Indiana, USA
- Neogen Corporation - Biotechnology Research, Lincoln, Nebraska, USA
| | - Luiz F Brito
- Department of Animal Sciences, Purdue University, West Lafayette, Indiana, USA
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Önder H, Sitskowska B, Kurnaz B, Piwczyński D, Kolenda M, Şen U, Tırınk C, Çanga Boğa D. Multi-Trait Single-Step Genomic Prediction for Milk Yield and Milk Components for Polish Holstein Population. Animals (Basel) 2023; 13:3070. [PMID: 37835676 PMCID: PMC10572056 DOI: 10.3390/ani13193070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 09/27/2023] [Accepted: 09/28/2023] [Indexed: 10/15/2023] Open
Abstract
The objective of our study was to evaluate the predictive ability of a multi-trait genomic prediction model that accounts for interactions between marker effects to estimate heritability and genetic correlations of traits including 305-day milk yield, milk fat percentage, milk protein percentage, milk lactose percentage, and milk dry matter percentage in the Polish Holstein Friesian cow population. For this aim, 14,742 SNP genotype records for 586 Polish Holstein Friesian dairy cows from Poland were used. Single-Trait-ssGBLUP (ST) and Multi-Trait-ssGBLUP (MT) methods were used for estimation. We examined 305-day milk yield (MY, kg), milk fat percentage (MF, %), milk protein percentage (MP, %), milk lactose percentage (ML, %), and milk dry matter percentage (MDM, %). The results showed that the highest marker effect rank correlation was found between milk fat percentage and milk dry matter. The weakest marker effect rank correlation was found between ML and all other traits. Obtained accuracies of this study were between 0.770 and 0.882, and 0.773 and 0.876 for MT and ST, respectively, which were acceptable values. All estimated bias values were positive, which is proof of underestimation. The highest heritability value was obtained for MP (0.3029) and the lowest heritability value was calculated for ML (0.2171). Estimated heritability values were low for milk yield and milk composition as expected. The strongest genetic correlation was estimated between MDM and MF (0.4990) and the weakest genetic correlation was estimated between MY and ML (0.001). The genetic relations with milk yield were negative and can be ignored as they were not significant. In conclusion, multi-trait genomic prediction can be more beneficial than single-trait genomic prediction.
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Affiliation(s)
- Hasan Önder
- Department of Animal Science, Ondokuz Mayis University, Samsun 55139, Türkiye;
| | - Beata Sitskowska
- Department of Animal Biotechnology and Genetic, Faculty of Animal Breeding and Biology, Bydgoszcz University of Science and Technology, 85084 Bydgoszcz, Poland; (B.S.); (D.P.); (M.K.)
| | - Burcu Kurnaz
- Department of Animal Science, Ondokuz Mayis University, Samsun 55139, Türkiye;
| | - Dariusz Piwczyński
- Department of Animal Biotechnology and Genetic, Faculty of Animal Breeding and Biology, Bydgoszcz University of Science and Technology, 85084 Bydgoszcz, Poland; (B.S.); (D.P.); (M.K.)
| | - Magdalena Kolenda
- Department of Animal Biotechnology and Genetic, Faculty of Animal Breeding and Biology, Bydgoszcz University of Science and Technology, 85084 Bydgoszcz, Poland; (B.S.); (D.P.); (M.K.)
| | - Uğur Şen
- Department of Agricultural Biotechnology, Ondokuz Mayis University, Samsun 55139, Türkiye;
| | - Cem Tırınk
- Department of Animal Science, Iğdır University, Iğdır 76000, Türkiye;
| | - Demet Çanga Boğa
- Department of Chemistry and Chemical Processing, Osmaniye Korkut Ata University, Osmaniye 80050, Türkiye;
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Marçal-Pedroza MG, Campos MM, Martins MF, Silva MVB, Paranhos da Costa MJR, Negrão JA, Sant'Anna AC. Is the temperament of crossbred dairy cows related to milk cortisol and oxytocin concentrations, milk yield, and quality? PLoS One 2023; 18:e0286466. [PMID: 37262031 DOI: 10.1371/journal.pone.0286466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 05/16/2023] [Indexed: 06/03/2023] Open
Abstract
Reactive dairy cows are more susceptible to stress, and this may result in negative effects on milk yield and quality. The aims of this study were to investigate the relationships between temperament traits and concentration of milk cortisol and oxytocin, milk yield, milkability, and milk quality in Holstein-Gyr cows. Temperament traits were assessed in 76 Holstein-Gyr cows in the milking parlor (by scoring milking reactivity and recording the numbers of steps and kicks during pre-milking udder preparation and when fitting the milking cluster) and during handling in the corral (by measuring the time to enter in the squeeze chute, ET and flight speed, FS). Milk samples were collected for milk quality (% fat, % protein, % lactose, and somatic cell count, SCC), and milk cortisol and oxytocin. Milk yield, milking time, and average flow were also measured. The calmer cows during milking management (class 'low') produced milk with higher protein (p = 0.028) content and tendencies for lower fat (p = 0.056) and higher lactose (p = 0.055) contents. Regarding the hormones, the most reactive cows (class 'high') in the milking and handling corral produced milk with higher concentrations of cortisol (p<0.001) and oxytocin (p = 0.023). In addition, the temperament of the animals affected some of the productive measures evaluated. Cows with reactive temperament had lower milk flow and longer milking time than the intermediate ones and had higher fat and a tendency for lower protein percentage in milk compared to cows with intermediate temperaments. Calm and intermediate cows in the handling corral produced more milk and presented better milkability parameters, such as a shorter milking time and greater average milk flow. Our results suggest that the cows' behavioral reactivity can be related to the intensity of their response to stress during handling.
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Affiliation(s)
- Maria Guilhermina Marçal-Pedroza
- Nucleus of Studies and Research in Ethology and Animal Welfare (NEBEA), Department of Zoology, Institute of Biological Sciences, Federal University of Juiz de Fora, Juiz de Fora, Minas Gerais, Brazil
- Postgraduation Program in Biodiversity and Nature Conservancy, Federal University of Juiz de Fora, Juiz de Fora, Minas Gerais, Brazil
| | | | - Marta Fonseca Martins
- Brazilian Agricultural Research Corporation, Embrapa Dairy Cattle, Minas Gerais, Brazil
- National Council for Scientific and Technological Development, CNPq Researcher, Brasília, Brazil
| | - Marcos Vinícius Barbosa Silva
- Brazilian Agricultural Research Corporation, Embrapa Dairy Cattle, Minas Gerais, Brazil
- National Council for Scientific and Technological Development, CNPq Researcher, Brasília, Brazil
| | - Mateus José Rodrigues Paranhos da Costa
- National Council for Scientific and Technological Development, CNPq Researcher, Brasília, Brazil
- Research Group in Ethology and Animal Ecology, Department of Animal Science, Faculty of Agriculture and Veterinary Sciences, São Paulo State University (UNESP), Jaboticabal, São Paulo, Brazil
| | - João Alberto Negrão
- National Council for Scientific and Technological Development, CNPq Researcher, Brasília, Brazil
- Basic Science Department, Faculty of Animal Science and Food Engineering (FZEA), São Paulo State University (USP), Pirassununga, São Paulo, Brazil
| | - Aline Cristina Sant'Anna
- Nucleus of Studies and Research in Ethology and Animal Welfare (NEBEA), Department of Zoology, Institute of Biological Sciences, Federal University of Juiz de Fora, Juiz de Fora, Minas Gerais, Brazil
- National Council for Scientific and Technological Development, CNPq Researcher, Brasília, Brazil
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Marçal-Pedroza MG, Canozzi MEA, Campos MM, Sant’Anna AC. Effects of dairy cow temperament on milk yield: a systematic review and meta-analysis. J Anim Sci 2023; 101:skad099. [PMID: 37004202 PMCID: PMC10158527 DOI: 10.1093/jas/skad099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Accepted: 03/29/2023] [Indexed: 04/03/2023] Open
Abstract
The temperament of dairy cows interferes in milk yield and quality, but there is a lack of consensus throughout the literature. Thus, systematic review (SR) and meta-analysis (MA) methodologies were used to assess the effects of dairy cow temperament on milk yield. Our literature search included four electronic databases (CABI Abstracts, Web of Science, PubMed, and Scopus) and bibliographies of the publications included on MA. As inclusion criteria, we considered publications about the temperament of lactating cows and its effect on daily milk yield and total milk yield (whole lactation). A random effect-MA was carried out separately for daily milk yield and total milk yield related to each class of cows' temperament, 'low' (low reactivity, calm animals), 'intermediate' (intermediate reactivity), and 'high' (high reactivity, reactive animals). A total of eight publications reporting 75 trials were included in the analyses for daily milk yield, and three publications reporting nine trials for total milk yield. For daily and total milk yield the heterogeneity between publications was high (I2 = 99.9%). Cows of European breeds with intermediate temperament produced less milk daily than the calm (P = 0.020) and reactive ones (P < 0.001). In the case of primiparous cows, those with intermediate temperament produced less milk daily (P < 0.001) than the reactive ones, while for multiparous, the intermediate produced less than calm (P = 0.032) and reactive cows (P < 0.001). Regarding the stage of lactation, cows evaluated throughout lactation with a calm temperament tended (P = 0.081) to produce more milk than the intermediate ones, but less than the reactive ones (P < 0.001). For total milk yield, reactive cows tended to produce more than the calm (P = 0.082) and intermediate (P = 0.001) ones. Among European and primiparous cows, reactive cows produced more than the intermediate (P = 0.001). According to our results, we cannot confirm what we expected, that calmer cows would be the most productive for both daily and total yield.
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Affiliation(s)
- Maria G Marçal-Pedroza
- Nucleus of Studies and Research in Ethology and Animal Welfare (NEBEA), Department of Zoology, Institute of Biological Sciences, Federal University of Juiz de Fora, 36.036-330, Juiz de Fora, MG, Brazil
- Postgraduation Program in Biodiversity and Nature Conservancy, Federal University of Juiz de Fora, 36.036-330, Juiz de Fora, MG, Brazil
| | | | - Mariana M Campos
- Brazilian Agricultural Research Corporation, Embrapa Dairy Cattle, Minas Gerais, 36038-330, Brazil
| | - Aline C Sant’Anna
- Nucleus of Studies and Research in Ethology and Animal Welfare (NEBEA), Department of Zoology, Institute of Biological Sciences, Federal University of Juiz de Fora, 36.036-330, Juiz de Fora, MG, Brazil
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8
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Milking temperament of Anatolian buffaloes during early lactation. Appl Anim Behav Sci 2022. [DOI: 10.1016/j.applanim.2022.105679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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