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Ferreira J, da Silva EA, Silveira RMF, de Sousa JER, da Costa RLD, McManus CM, Façanha DAE. Assessment of the adaptive capacity of Morada Nova ewes with different coat coloration. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY 2024; 68:1411-1419. [PMID: 38602551 DOI: 10.1007/s00484-024-02676-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Revised: 02/07/2024] [Accepted: 04/01/2024] [Indexed: 04/12/2024]
Abstract
Coat color is a factor affecting heat tolerance in tropical ruminant and a particular coat color can determine which is more resilient to environmental changes. The aim of this study was to measure the level of adaptation of Morada Nova sheep with different coat color by using an Adaptability Index (AI). Adult ewes were used, including two different coat colors of Morada Nova sheep (red and white) with mean of body weight of 28.02 ± 5.70 kg and 31.47 ± 3.41 kg, respectively. Physiology parameters, hematology, electrolytes, acid-base status, mineral, renal functions, metabolites, enzymes, and proteins were measured. AI was designed using a multivariate approach (principal component analysis) to "weigh" the influence of each variable in the animal responses. The variables more important for adaptive aspects of Red Morada Nova were: haematology, electrolytes and acid-base status. The hemoglobin (HG), mean corpuscular hemoglobin (MCH), mean corpuscular hemoglobin concentration (MCHC), sodium (Na+), oxygen pressure (PO2), glucose (GLU) and albumin (ALB) were significantly higher in Red Morada Nova sheep and hydrogen carbonate (HCO3), base excess (BE), total carbon dioxide concentration (TCO2) and URE were significantly higher in the white phenotype. The variables more important for adaptive aspects of White Morada Nova sheep were: (K+), total protein (TP), PO2, HG, cholesterol (CHO), rectal temperature (RT) and glucose (GLU). Both phenotypes showed a high adaptation level, however, a higher value was generated for the Red Morada Nova sheep (81.97). This study concludes that both phenotypes of the Morada Nova sheep breed are well adapted to the climatic condition of the Brazilian tropical region using different adaptive mechanisms.
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Affiliation(s)
- Josiel Ferreira
- Centro de Pesquisa e Desenvolvimento de Zootecnia Diversificada, Instituto de Zootecnia, Nova Odessa, SP, 13380-011, Brazil.
| | - Elisomar André da Silva
- Department of Animal Science, Federal Rural University of the Semi-Arid Region (UFERSA), Mossoró, RN, 59625-900, Brazil
| | - Robson Mateus Freitas Silveira
- Luiz de Queiroz College of Agriculture (ESALQ), Department of Animal Science, University of São Paulo (USP), Piracicaba, SP, 13418900, Brazil
| | - José Ernandes Rufino de Sousa
- Department of Animal Science, Federal Rural University of the Semi-Arid Region (UFERSA), Mossoró, RN, 59625-900, Brazil
| | - Ricardo Lopes Dias da Costa
- Centro de Pesquisa e Desenvolvimento de Zootecnia Diversificada, Instituto de Zootecnia, Nova Odessa, SP, 13380-011, Brazil
| | - Concepta Margaret McManus
- Rural Development Institute, University of the International Integration of Afro-Brazilian Lusophony (UNILAB), Redenção, CE, 62790-790, Brazil
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Silveira RMF, da Silva César LF, de Sousa LCO, Costa HHA, Vasconcelos ECG, McManus C, Sarti DA, Alves AAC, Landim AV. Carcass traits and morphometry, typification of the Longissimus dorsi muscle and non-carcass components of hair lambs: can biscuit bran completely replace corn? A machine learning approach. Trop Anim Health Prod 2024; 56:162. [PMID: 38735887 DOI: 10.1007/s11250-024-04007-w] [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: 12/15/2023] [Accepted: 04/15/2024] [Indexed: 05/14/2024]
Abstract
Biscuit bran (BB) is a co-product with worldwide distribution, with Brazil as the second largest cookie producer in the world with 1,157,051 tons. We evaluate the impact of completely replacing corn with BB on the characteristics and morphometry of carcass of purebred and crossbred Morada Nova lambs using machine learning techniques as an auxiliary method. Twenty male lambs from two genetic groups (GG) were used: purebred red-coated Morada Nova (MNR) and crossbred MNR × white-coated Morada Nova (MNF1). Supervised and unsupervised machine learning techniques were used. No interaction (P > 0.05) was observed between diets (D) and genetic groups (GG) and no simple isolated effect was observed for carcass characteristics, qualitative-quantitative typification of the Longissimus dorsi muscle, weight of non-carcass components, weight and yield of commercial cuts and carcass morphometric measurements. The formation of two horizontal clusters was verified: (i) crossed lambs with corn and BB and (ii) purebred lambs fed corn and BB. Vertically, three clusters were formed based on carcass and meat characteristics of native lambs: (i) thermal insulation, body capacity, true yield, and commercial cuts; (ii) choice, performance, physical carcass traits, and palatability; and (iii) yield cuts and non-carcass components. The heatmap also allowed us to observe that pure MN lambs had a greater body capacity when fed BB, while those fed corn showed superiority in commercial cuts, true yields, and non-carcass components. Crossbred lambs, regardless of diet, showed a greater association of physical characteristics of the carcass, performance, palatability, and less noble cuts. Crossbred lambs, regardless of diet, showed a greater association of physical characteristics of the carcass, performance, palatability, and less noble cuts. BB can be considered an alternative energy source in total replacement of corn. Integrating of machine learning techniques is a useful statistical tool for studies with large numbers of variables, especially when it comes to analyzing complex data with multiple effects in the search for data patterns and insights in decision-making on the farm.
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Affiliation(s)
- Robson Mateus Freitas Silveira
- Department of Animal Science, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, São Paulo, 13.418-900, Brazil.
| | | | | | | | | | - Concepta McManus
- Center for Nuclear Energy in Agriculture (CENA), University of São Paulo (USP), Piracicaba, São Paulo, 13.416-000 , Brazil
| | - Danilo Augusto Sarti
- Hamilton Institute Math and Stats, University of Ireland Maynooth, Ireland, Kildare, Ireland
| | | | - Aline Vieira Landim
- Department of Animal Science, State University of Acaraú Valley (UVA), Sobral, CE, 62.040-370, Brazil
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Silveira RMF, Garcia PR, de Castro Júnior SL, Arno A, da Silva IJO. Are there differences in the adaptive profile of hair sheep and their crosses with wool breeds? INTERNATIONAL JOURNAL OF BIOMETEOROLOGY 2024; 68:229-236. [PMID: 38012375 DOI: 10.1007/s00484-023-02585-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 11/11/2023] [Accepted: 11/19/2023] [Indexed: 11/29/2023]
Abstract
This study aimed to evaluate and compare the physiological performance of different genetic groups of sheep, by physiological variables and serum hormone levels, in a hot weather environment. Thirty sheep from five genetic groups were used: Santa Inês (SI), ½ Dorper + ½ Santa Inês (DO), ½ Ilê de France + ½ Santa Inês (IF), ½ Suffolk + ½ Santa Inês (SK), and ½ Texel + ½ Santa Inês (TX). The readings and records of physiological parameters (respiratory rate (RR), rectal temperature (RT), auricular cavity temperature (ACT), and surface temperature (ST)) were carried out at 7:00 am, 1:00 pm, and 7:00 pm, in 12 non-consecutive days. The collections of blood samples for hormone analysis (triiodothyronine (T3), thyroxine (T4), and cortisol (CORT)) is in four consecutive days. The environmental conditions of the experimental period caused a thermal discomfort in the sheep, but not a state of thermal stress. The thermolysis mechanisms, sensitive (ST and ACT) and latent (RR) processes, were enough to maintain their homeostasis (RT). The results showed that crossbred breeds presented a higher metabolism and were more efficient at dissipating heat through thermolysis than the SI breed. The crossbred breeds were efficient at dissipating heat through the elevation of body surface temperature and respiratory rate, mainly SK and TX, i.e., crossbred breeds, despite the wool cover, used thermoregulatory mechanisms that promoted lower variation of RT. The analysis of variance showed significant effects (P < 0.05) to the time factor in the responses of T4 and T3, and to the breed factor in the responses of CORT, T4, and T3. We did not observe interaction between the factors to any of the hormonal variables. Therefore, we can state that the effect of time was independent of breed and vice versa. Thyroid hormones presented lower blood concentration in the mornings (4.03 ± 0.82, T4; 65.08 ± 10.6, T3), increasing their concentration in the afternoon (4.60 ± 1.03, T4; 70.16 ± 14.17, T3). The thyroid hormones presented a normal circadian rhythm, with the exception of SK. Air temperature (AT) showed greater correlation with physiological variables than enthalpy (H) did, in the experimental conditions. However, H showed correlation with T4 and T3. The adaptive profile of the genetic groups under study are different, but the IF genetic group showed better performance under environmental conditions.
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Affiliation(s)
- Robson Mateus Freitas Silveira
- Environment Livestock Research Group (NUPEA), Departament of Biosystems Engineering-"Luiz de Queiroz" College of Agriculture (ESALQ), University of São Paulo (USP), Cx. Postal 9,, Piracicaba, São Paulo, Brazil
- Departament of Animal Science, "Luiz de Queiroz" College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, São Paulo, Brazil
| | - Paulo Rogério Garcia
- Environment Livestock Research Group (NUPEA), Departament of Biosystems Engineering-"Luiz de Queiroz" College of Agriculture (ESALQ), University of São Paulo (USP), Cx. Postal 9,, Piracicaba, São Paulo, Brazil
| | - Sérgio Luís de Castro Júnior
- Environment Livestock Research Group (NUPEA), Departament of Biosystems Engineering-"Luiz de Queiroz" College of Agriculture (ESALQ), University of São Paulo (USP), Cx. Postal 9,, Piracicaba, São Paulo, Brazil
| | - Alessandra Arno
- Environment Livestock Research Group (NUPEA), Departament of Biosystems Engineering-"Luiz de Queiroz" College of Agriculture (ESALQ), University of São Paulo (USP), Cx. Postal 9,, Piracicaba, São Paulo, Brazil
| | - Iran José Oliveira da Silva
- Environment Livestock Research Group (NUPEA), Departament of Biosystems Engineering-"Luiz de Queiroz" College of Agriculture (ESALQ), University of São Paulo (USP), Cx. Postal 9,, Piracicaba, São Paulo, Brazil.
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de Vasconcelos ÂM, Bonfim JM, de Souza V, Martins TP, Pompeu RCFF, Façanha DAE, Ferreira J, Silveira RMF. Productive, thermoregulatory, and hormonal responses of dairy goats supplemented with selenium-enriched yeast in the Brazilian semi-arid region. Trop Anim Health Prod 2023; 55:365. [PMID: 37857928 DOI: 10.1007/s11250-023-03777-z] [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: 05/26/2023] [Accepted: 10/10/2023] [Indexed: 10/21/2023]
Abstract
The aim of this study was to evaluate the effect of adding selenium-enriched yeast (SE) in the diet of dairy goats during 60 days of lactation and its effect on productive, thermoregulatory, and hormonal responses of animals managed in a semi-arid region. Sixteen Saanen × Toggenburg crossbred goats were used in a completely randomized design. Goats were weighed, and their milk yield was monitored weekly. Before the animals entered the treatments and at every 20-day milk producing, blood samples were collected to determine the SE levels. At 20, 40, and days of the lactation cycle, individual milk samples were collected to determine composition, casein, urea nitrogen, and selenium content. Measurements of respiratory rate (RR), rectal temperature (RT), coat surface temperature (CST), and epidermal temperature (ET) were performed weekly during the experimental period in two shifts, one in the morning (9 am) and the other in the afternoon (3 pm). No difference (P > 0.05) was detected for body weight, milk yield, composition, selenium concentration, and urea nitrogen. Lower RR and ET (P < 0.05) were observed for animals that received SE supplementation. Thyroid hormone concentrations were similar between treatments (P > 0.05). The positive results of the SE supplementation were concentrated in thermoregulatory responses, and there was no effect on productive, hormonal responses, and plasmatic concentration of selenium in the milk. The SE supplementation for dairy goats managed in a Brazilian semi-arid region was able to promote reduction of RR and coat temperatures.
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Affiliation(s)
| | - Joice Melo Bonfim
- Department of Animal Science, State University of Valley Acaraú, Sobral, CE, 62010-295, Brazil
| | - Viviane de Souza
- Brazilian Agricultural Research Corporation, Embrapa Caprinos e Ovinos, Sobral, CE, 62010-970, Brazil
| | - Thays Paulina Martins
- Department of Animal Science, State University of Valley Acaraú, Sobral, CE, 62010-295, Brazil
| | | | - Débora Andréa Evangelista Façanha
- Rural Development Institute, University of the International Integration of Afro-Brazilian Lusophony (UNILAB), Redenção, CE, 62790-790, Brazil
| | - Josiel Ferreira
- Instituto de Zootecnia, Centro de Pesquisa e Desenvolvimento de Zootecnia Diversificada, Nova Odessa, SP, 13380011, Brazil
| | - Robson Mateus Freitas Silveira
- Department of Animal Science, "Luiz de Queiroz" College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, SP, 13418-900, Brazil.
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Ferreira J, Silveira RMF, Façanha DAE, McManus CM. Understanding the environmental stress on thermoregulation actions of native goats using broken-line regression. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY 2023:10.1007/s00484-023-02476-6. [PMID: 37074417 DOI: 10.1007/s00484-023-02476-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 03/17/2023] [Accepted: 04/12/2023] [Indexed: 05/03/2023]
Abstract
This study's objective was to evaluate the thermoregulation aspects of native goats through broken-line regression to understand the triggering of physiological responses in the homeothermy process. Data were collected from ten healthy dams of the Canindé breed once a week at hourly intervals (24 h) for eight consecutive weeks. Air temperature (AT; °C), relative humidity (RH; %) were measured and temperature-humidity index (THI) calculated. The thermoregulation parameters evaluated were: respiratory rate (RR; breaths.min-1), rectal temperature (RT; °C) and sweating rate (SR; g.m-2.h-1). All variables were subjected to analysis of variance with repeated measures over time. The hour was considered a fixed effect (00:00 h, 01:00 h, …, 23:00 h), and the animal was a random effect. Multiple regression analyses were also examined using General Linear Models and Variance Inflation Factors were calculated. Broken line non-linear regressions for RR, RT and SR were examined using independent variables. The highest average for AT and RH were 35.9 °C (13:00 h) and 92.4% (04:00 h), respectively. The lowest average of TA and RH were 22.1 °C (05:00 h) and 28.0% (12:00 h), respectively. The highest average THI was 102.1 (13:00 h), and the lowest 78.0 (05:00 h). The environmental thresholds at which RR, RT and SR began to increase for AT were between 17-21 °C and RH were > 17% (RR), ≥ 21 (RT) and > 23% (SR). For THI the limits were 108.4 for RR, 78.0 for RT and 100.1 for SR. Using THI, the thermoregulatory parameters are activated in the following order: SR, RR and RT. Estimates can serve as a basis to implement heat stress mitigation and improve animal welfare strategies for native goats.
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Affiliation(s)
- Josiel Ferreira
- Instituto de Zootecnia, Centro de Pesquisa E Desenvolvimento de Zootecnia Diversificada, Heitor Penteado Street, Number 56, Nova Odessa, São Paulo, SP, 13380-011, Brazil.
| | - Robson Mateus Freitas Silveira
- Department of Animal Science, "Luiz de Queiroz" College of Agriculture, University of São Paulo (USP), Piracicaba, SP, 13418-900, Brazil
| | - Débora Andréa Evangelista Façanha
- Rural Development Institute, University of the International Integration of Afro-Brazilian Lusophony (UNILAB), Redenção, CE, 62790-790, Brazil
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Landim AV, Peres MCR, Costa HHA, Silveira RMF, Costa AC, Parente MDOM, Mourão GB, McManus CM. Feeding restriction in the pre and postpartum period of hair ewes raised in the semi-arid region: implications on performance and carcass traits of the progeny. Trop Anim Health Prod 2022; 54:303. [DOI: 10.1007/s11250-022-03279-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 08/31/2022] [Indexed: 11/29/2022]
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Bioeconomic analysis of total replacement of corn grain with by-product from biscuit manufacture for purebred and crossbred Morada Nova lambs in feedlot system in the Brazilian semi-arid region. Trop Anim Health Prod 2022; 54:319. [PMID: 36152076 DOI: 10.1007/s11250-022-03314-4] [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: 09/16/2021] [Accepted: 08/31/2022] [Indexed: 10/14/2022]
Abstract
The economic feasibility of replacing corn grain with by-product from biscuit manufacture (BBM) as an energy source in the diet for purebred and crossbred native lambs raised in feedlot was evaluated. Four production systems were developed based on nutritional management and genetic groups: (PS1) purebred native lambs fed a conventional diet based on corn and soybean meal; (PS2) purebred native lambs fed a diet with BBM replacing 100% of the corn; (PS3) crossbred native lambs fed a conventional diet based on corn and soybean meal; and (PS4) crossbred native lambs fed a diet with BBM replacing 100% of the corn in the diet. The extrapolation was performed for a module of 24 Morada Nova (MN) breed lambs (12 MN red (MNR) and 12 ½MNR × ½MN white lambs)) with an initial body weight of 18.8 ± 0.875 and 15.0 ± 0.838 kg for MNR and crossbred, respectively. Feed, animal acquisition, and labor present the total production costs. The greatest profits were obtained in the production systems that fed the crossbred lambs with BBM. The lesser cost of BBM contributed to greater total factor productivity regardless of genetic group (1.095 vs. 1.015 for BBM and conventional feed, respectively). Systems using BBM (SP2 and SP4) showed an estimated payback of 5.44 and 3.24 years, respectively, while the use of conventional feed contributed to negative economic data (PS1 and PS3) with payback period greater than 10 years. The use of BBM as an energy source in the diet of crossbred sheep was economically feasible and showed better economic indices when compared to the systems using a conventional diet.
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Araújo do Nascimento AP, Martins Castro MS, de Sousa Oliveira D, Freitas Silveira RM, Ortiz Vega WH, Medeiros Nobre ME, Pinheiro AA, Maria de Vasconcelos A. Environmental enrichment in dairy goats in a semi-arid region: Thermoregulatory and behavioral responses. J Therm Biol 2022; 106:103248. [DOI: 10.1016/j.jtherbio.2022.103248] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 03/02/2022] [Accepted: 04/25/2022] [Indexed: 10/18/2022]
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