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Parra-Forero D, Valencia-Echavarría DM, Mestra-Vargas LI, Gualdrón-Duarte L, Sierra-Alarcón AM, Mayorga-Mogollón O, Ariza-Nieto C. Use of near-infrared reflectance spectroscopy on feces to estimate digestibility and dry matter intake of dietary nutritional characteristics under grazing conditions in Colombian creole steers. Trop Anim Health Prod 2023; 55:178. [PMID: 37119301 DOI: 10.1007/s11250-023-03571-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 03/29/2023] [Indexed: 05/01/2023]
Abstract
Digestibility and intake are parameters difficult and expensive to estimate under grazing conditions; therefore, the aim of this study was to develop near-infrared reflectance spectroscopy (NIRS) calibrations applied to feces (F-NIRS) and evaluate their accuracy to predict dry matter digestibility (DMD) and dry matter intake (DMI) of Colombian creole cattle. Five digestibility trials using creole steers were conducted; indigestible neutral detergent fiber (iNDF) was used as internal marker and Cr2O3 and TiO2 as external markers. A total of 249 forage and 396 fecal samples from individual animals were collected, dried, and grinded for conventional chemical analysis. For spectral analysis, fecal samples were pooled across collection periods (77 samples). Chemometric analysis was performed using WinISI V4.10 software applying the modified partial least squares method. Cross-validation was performed to avoid overfitting the models. The goodness-of-fit statistics considered were the coefficient of determination in cross-validation and prediction sets (R2cv and r2, respectively) and the ratio performance deviation (RPD). Fecal NIRS calibrations developed for forage and supplement DMD showed a satisfactory fit (R2cv =0.87 and RPD=2.77 and R2cv=0.92 and RPD=3.50, respectively). The accuracy of fecal output equations using chromium (Cr) and titanium (Ti) was similar in terms of R2cv (0.92) and RPD (3.63 vs. 3.57). Total DMI equations using Ti performed better compared to Cr (R2cv = 0.82 vs. 0.78; RPD=2.41 vs. 2.17, respectively). The F-NIRS models were validated using a completely independent set of fecal samples showing a moderate fit (r2>0.8 and RPD>2.0). This study showed that F-NIRS is a feasible tool to predict DMD and DMI of creole steers under grazing conditions. However, previous to socialization, this requires an improvement in accuracy of the calibrated equations related to grazing animals in different production contexts.
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Affiliation(s)
- Diana Parra-Forero
- Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), Centro de Investigación Tibaitatá, Km. 14, vía Mosquera-Bogotá, Mosquera, Cundinamarca, Colombia.
| | - Diana Marcela Valencia-Echavarría
- Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), Centro de Investigación El Nus, Autopista Medellín-Cisneros-Puerto Berrio, San Roque, Antioquia, Colombia
| | - Lorena Inés Mestra-Vargas
- Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), Centro de Investigación Turipaná, Km. 13, vía Montería-Cereté, Córdoba, Colombia
| | - Laura Gualdrón-Duarte
- Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), Centro de Investigación Turipaná, Km. 13, vía Montería-Cereté, Córdoba, Colombia
| | - Andrea Milena Sierra-Alarcón
- Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), Centro de Investigación Tibaitatá, Km. 14, vía Mosquera-Bogotá, Mosquera, Cundinamarca, Colombia
| | - Olga Mayorga-Mogollón
- Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), Centro de Investigación Tibaitatá, Km. 14, vía Mosquera-Bogotá, Mosquera, Cundinamarca, Colombia
| | - Claudia Ariza-Nieto
- Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), Centro de Investigación Tibaitatá, Km. 14, vía Mosquera-Bogotá, Mosquera, Cundinamarca, Colombia
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Perdana-Decker S, Velasco E, Werner J, Dickhoefer U. On-farm evaluation of models to predict herbage intake of dairy cows grazing temperate semi-natural grasslands. Animal 2023; 17:100806. [PMID: 37148624 DOI: 10.1016/j.animal.2023.100806] [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: 11/25/2022] [Revised: 03/30/2023] [Accepted: 03/31/2023] [Indexed: 05/08/2023] Open
Abstract
The objective of the present on-farm study was to evaluate the adequacy of existing models in predicting the pasture herbage DM intake (PDMI) of lactating dairy cows grazing semi-natural grasslands. The prediction adequacy of 13 empirical and semi-mechanistic models, which were predominantly developed to represent stall-fed cows or cows grazing high-quality pastures, were evaluated using the mean bias, relative prediction error (RPE), and partitioning of mean square error of prediction, where models with an RPE ≤ 20% were considered adequate. The reference dataset comprised n = 233 individual animal observations from nine commercial farms in South Germany with a mean milk production, DM intake, and PDMI (arithmetic means ± one SD) of 24 kg/d, (±5.6), 21 kg/d (±3.2), and 12 kg/d (±5.1), respectively. Despite their adaptation to grazing conditions, the behaviour-based and semi-mechanistic grazing-based models had the lowest prediction adequacy among the evaluated models. Their underlying empirical equations likely did not fit the grazing and production conditions of low-input farms using semi-natural grasslands for grazing. The semi-mechanistic stall-based model Mertens II with slight modifications achieved the highest and a satisfactory modelling performance (RPE = 13.4%) when evaluated based on the mean observed PDMI, i.e., averaged across animals per farm and period (n = 28). It also allowed for the adequate prediction of PDMI on individual cows (RPE = 18.5%) that were fed < 4.8 kg DM of supplement feed per day. Nevertheless, when used to predict PDMI of individual animals receiving a high supplementation level, the model Mertens II also did not meet the threshold for an acceptable adequacy (RPE = 24.7%). It was concluded that this lack of prediction adequacy for animals receiving greater levels of supplementation was due to a lack of modelling precision, which mainly could be related to inter-animal and methodological limitations such as the lack of individually measured supplement feed intake for some cows. The latter limitation is a trade-off of the on-farm research approach of the present study, which was chosen to represent the range in feed intake of dairy cows across the diverse low-input farming systems using semi-natural grasslands for grazing.
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Affiliation(s)
- S Perdana-Decker
- Department of Animal Nutrition and Rangeland Management in the Tropics and Subtropics, Institute of Agricultural Sciences in the Tropics, University of Hohenheim, Fruwirthstr. 31, 70599 Stuttgart, Germany
| | - E Velasco
- Department of Animal Nutrition and Rangeland Management in the Tropics and Subtropics, Institute of Agricultural Sciences in the Tropics, University of Hohenheim, Fruwirthstr. 31, 70599 Stuttgart, Germany
| | - J Werner
- Department of Animal Nutrition and Rangeland Management in the Tropics and Subtropics, Institute of Agricultural Sciences in the Tropics, University of Hohenheim, Fruwirthstr. 31, 70599 Stuttgart, Germany
| | - U Dickhoefer
- Department of Animal Nutrition and Rangeland Management in the Tropics and Subtropics, Institute of Agricultural Sciences in the Tropics, University of Hohenheim, Fruwirthstr. 31, 70599 Stuttgart, Germany; Institute of Animal Nutrition and Physiology, Kiel University, Hermann-Rodewald-Str. 9, 24118 Kiel, Germany.
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Gleason CB, Wilson TB, Mercadante VRG, White RR. Evaluation of a rumen modifier to limit pellet intake in beef brood cows. FRONTIERS IN ANIMAL SCIENCE 2022. [DOI: 10.3389/fanim.2022.1080115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Winter supplementation of gestating beef cows is often necessary to ensure energy and protein requirements remain satisfied. However, it is difficult to prevent over- or under-consumption by individual animals fed in a group. The objective of this study was to evaluate the intake limiting effects of 3 levels of tea saponin (TS) on pelleted feed consumption when compared with a TS-free control treatment. Commercial beef cows in late gestation (n = 24) were allocated to 1 of 4 treatments delivered via a pelleted feed supplement: 0% (A), 0.16% (B), 0.32% (C), or 0.64% (D) TS on a dry matter basis. Cows were assigned so that initial mean body weights and body condition scores were similar among treatment groups. Supplement was delivered once daily via Calan gates at a rate of 2.5% of BW for 42 days. Refusals were collected daily to calculate intake. Treatment differences were observed for pellet DMI, cow BW, and cow BCS (P < 0.0001). Cow hay intake, calf birth weight, and calf weaning weight were unaffected by treatment (P > 0.05). Dry matter intake of pellets as a percent of BW (DMIBW) was significantly different for all treatments (P < 0.0001) with intake declining as TS content increased. Considerable variability in DMIBW of all treatments was observed from day 0 to 15 but intakes plateaued between 1.75 and 2.5% DMIBW for the remainder of the trial with Treatment D intake remaining noticeably lower than the other treatments. Treatment D was found to be successful at limiting pellet intake to an average DMIBW of 1.51%. This study concluded that short-term pellet intake can be limited by inclusion of TS, highlighting it as a potential intake limiter product for beef cattle producers.
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dos Santos Neto J, Silva J, Meschiatti M, de Souza J, Negrão J, Lock A, Santos F. Increasing levels of calcium salts of palm fatty acids affect production responses during the immediate postpartum and carryover periods in dairy cows. J Dairy Sci 2022; 105:9652-9665. [DOI: 10.3168/jds.2022-22337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 07/22/2022] [Indexed: 11/17/2022]
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Congio GFS, Bannink A, Mayorga OL, Rodrigues JPP, Bougouin A, Kebreab E, Silva RR, Maurício RM, da Silva SC, Oliveira PPA, Muñoz C, Pereira LGR, Gómez C, Ariza-Nieto C, Ribeiro-Filho HMN, Castelán-Ortega OA, Rosero-Noguera JR, Tieri MP, Rodrigues PHM, Marcondes MI, Astigarraga L, Abarca S, Hristov AN. Prediction of enteric methane production and yield in dairy cattle using a Latin America and Caribbean database. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 825:153982. [PMID: 35202679 DOI: 10.1016/j.scitotenv.2022.153982] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 02/08/2022] [Accepted: 02/14/2022] [Indexed: 06/14/2023]
Abstract
Successful mitigation efforts entail accurate estimation of on-farm emission and prediction models can be an alternative to current laborious and costly in vivo CH4 measurement techniques. This study aimed to: (1) collate a database of individual dairy cattle CH4 emission data from studies conducted in the Latin America and Caribbean (LAC) region; (2) identify key variables for predicting CH4 production (g d-1) and yield [g kg-1 of dry matter intake (DMI)]; (3) develop and cross-validate these newly-developed models; and (4) compare models' predictive ability with equations currently used to support national greenhouse gas (GHG) inventories. A total of 42 studies including 1327 individual dairy cattle records were collated. After removing outliers, the final database retained 34 studies and 610 animal records. Production and yield of CH4 were predicted by fitting mixed-effects models with a random effect of study. Evaluation of developed models and fourteen extant equations was assessed on all-data, confined, and grazing cows subsets. Feed intake was the most important predictor of CH4 production. Our best-developed CH4 production models outperformed Tier 2 equations from the Intergovernmental Panel on Climate Change (IPCC) in the all-data and grazing subsets, whereas they had similar performance for confined animals. Developed CH4 production models that include milk yield can be accurate and useful when feed intake is missing. Some extant equations had similar predictive performance to our best-developed models and can be an option for predicting CH4 production from LAC dairy cows. Extant equations were not accurate in predicting CH4 yield. The use of the newly-developed models rather than extant equations based on energy conversion factors, as applied by the IPCC, can substantially improve the accuracy of GHG inventories in LAC countries.
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Affiliation(s)
- Guilhermo F S Congio
- Department of Animal Science, Luiz de Queiroz College of Agriculture, University of São Paulo, Piracicaba, SP 13418-900, Brazil.
| | - André Bannink
- Wageningen Livestock Research, Wageningen University & Research, Wageningen, AH 6700, the Netherlands
| | - Olga L Mayorga
- Colombian Corporation for Agricultural Research, Tibaitatá, Bogotá D.C. 250047, Colombia
| | - João P P Rodrigues
- Faculty of Animal Science, Federal University of Southern and Southeastern Pará, Xinguara, PA 68555-110, Brazil
| | - Adeline Bougouin
- Department of Animal Science, University of California, Davis, CA 95618, USA
| | - Ermias Kebreab
- Department of Animal Science, University of California, Davis, CA 95618, USA
| | - Ricardo R Silva
- Department of Animal Science, Federal University of Minas Gerais, Belo Horizonte, MG 31270-901, Brazil
| | - Rogério M Maurício
- Department of Bioengineering, Federal University of São João del-Rei, São João del-Rei, MG 36307-352, Brazil
| | - Sila C da Silva
- Department of Animal Science, Luiz de Queiroz College of Agriculture, University of São Paulo, Piracicaba, SP 13418-900, Brazil
| | - Patrícia P A Oliveira
- Brazilian Agricultural Research Corporation, Embrapa Southeast Livestock, São Carlos, SP 13560-970, Brazil
| | - Camila Muñoz
- Instituto de Investigaciones Agropecuarias, INIA Remehue, Osorno 5290000, Chile
| | - Luiz G R Pereira
- Brazilian Agricultural Research Corporation, Embrapa Dairy Cattle, Juiz de Fora, MG 36038-330, Brazil
| | - Carlos Gómez
- Department of Animal Husbandry, Faculty of Animal Science, National Agrarian University La Molina, Lima 15024, Peru
| | - Claudia Ariza-Nieto
- Colombian Corporation for Agricultural Research, Tibaitatá, Bogotá D.C. 250047, Colombia
| | | | - Octavio A Castelán-Ortega
- Faculty of Veterinary Medicine and Animal Science, Autonomous University of the State of Mexico, Toluca, Estado de México 5000, Mexico
| | - Jaime R Rosero-Noguera
- Faculty of Agricultural Sciences, University of Antioquia, Medellín, Antioquia 050034, Colombia
| | - Maria P Tieri
- National Institute of Agricultural Technology, Rafaela, Santa Fé S2300, Argentina; Regional Faculty of Rafaela, National Technological University, Rafaela, Santa Fé S2300, Argentina
| | - Paulo H M Rodrigues
- Department of Animal Nutrition and Production, Faculty of Veterinary Medicine and Animal Science, University of São Paulo, Pirassununga, SP 13635-900, Brazil
| | - Marcos I Marcondes
- Department of Animal Sciences, Washington State University, Pullman, WA 99163, USA
| | - Laura Astigarraga
- Department of Animal Science and Pastures, Faculty of Agronomy, University of the Republic of Uruguay, Montevideo 12900, Uruguay
| | - Sergio Abarca
- National Institute of Innovation and Agricultural Technology Transfer, Turrialba, Cartago 30508, Costa Rica
| | - Alexander N Hristov
- Department of Animal Science, The Pennsylvania State University, University Park, PA 16802, USA
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Ferrari AC, Leite RG, Fonseca NV, Romanzini EP, Cardoso ADS, Barbero RP, Costa DF, Ruggieri AC, Reis RA. Performance, nutrient use, and methanogenesis of Nellore cattle on a continuous grazing system of Urochloa brizantha and fed supplement types varying on protein and energy sources. Livest Sci 2021. [DOI: 10.1016/j.livsci.2021.104716] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Silva S JC, Correa L GA, Mayorga M OL, Duran C EN, Portilla P D, Diaz T FA, Granja-Salcedo YT, Valencia E DM. Effect of marker dosage frequency and spot fecal sampling frequency in the prediction accuracy of fecal output using chromic oxide and titanium dioxide in grazing BON steers. Trop Anim Health Prod 2021; 53:448. [PMID: 34533661 DOI: 10.1007/s11250-021-02902-0] [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: 04/28/2021] [Accepted: 09/10/2021] [Indexed: 11/24/2022]
Abstract
This study aimed to evaluate the effect of two marker dosage frequencies and two spot fecal sampling frequencies on the variability of fecal output estimation and fecal recovery rate in grazing Blanco Orejinegro (BON) steers with chromium (Cr) or titanium (Ti) as external markers. Four steers (230.5 ± 14.4 kg BW) were used in a 4 × 4 Latin square design in a split-plot arrangement with two markers: Cr or Ti, two marker dosage frequencies: 10.0 g Cr2O3 or TiO2/steer once daily (DF1) or 5.0 g Cr2O3 or TiO2/steer twice daily (DF2), and two fecal sampling frequencies: spot sampling once daily (SF1) or spot sampling twice daily (SF2). Steers were equipped with fecal collection bags to evaluate the actual fecal output (FOR). Fecal marker concentration (FMC) was affected by marker dosage frequency × fecal sampling frequency interaction (P = 0.032): SF1DF1 allowed higher FMC (2.26 g/kg DM) than SF2DF1 (1.95 g/kg DM). Chromium marker allowed higher estimated fecal output (FOe) values when compared to FOR (P < 0.001). Both Ti mean and SD bias (+ 0.074 ± 0.160 kg) were lower than Cr mean and SD bias (+ 0.312 ± 0.272 kg). The Ti fecal output prediction showed lower both RSR (0.586 vs 1.401) and MSPE (0.029 vs 0.167) than Cr prediction. The titanium external marker allowed fecal output estimation with more accuracy in grazing beef cattle trials. A protocol including a once-daily marker dosage associated with a once-daily fecal sampling is plausible, allowing good fecal recovery rates and accurate fecal output estimation.
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Affiliation(s)
- Juan Camilo Silva S
- Programa de Medicina Veterinaria Y Zootecnia, Facultad de Medicina Veterinaria Y Ciencias Afines, Corporación Universitaria del Huila - CORHUILA, Neiva, Colombia
| | - Guillermo Antonio Correa L
- Departamento de Ingeniería Agronómica, Facultad de Ciencias Agrarias, Universidad Nacional de Colombia, Medellín, Antioquia, Colombia
| | - Olga Lucía Mayorga M
- Centro de Investigación Tibaitatá, Corporación Colombiana de Investigación Agropecuaria - Agrosavia, Km. 14, vía Mosquera - Bogotá, Mosquera, Cundinamarca, Colombia
| | - Erika Natalia Duran C
- Centro de Investigación Tibaitatá, Corporación Colombiana de Investigación Agropecuaria - Agrosavia, Km. 14, vía Mosquera - Bogotá, Mosquera, Cundinamarca, Colombia
| | - Danilo Portilla P
- Centro de Investigación El Nus, Corporación Colombiana de Investigación Agropecuaria - Agrosavia, Autopista Medellín - Cisneros - Puerto Berrio, San Roque, Antioquia, Colombia
| | - Felipe Andrés Diaz T
- Centro de Investigación El Nus, Corporación Colombiana de Investigación Agropecuaria - Agrosavia, Autopista Medellín - Cisneros - Puerto Berrio, San Roque, Antioquia, Colombia
| | - Yury Tatiana Granja-Salcedo
- Centro de Investigación El Nus, Corporación Colombiana de Investigación Agropecuaria - Agrosavia, Autopista Medellín - Cisneros - Puerto Berrio, San Roque, Antioquia, Colombia
| | - Diana Marcela Valencia E
- Centro de Investigación El Nus, Corporación Colombiana de Investigación Agropecuaria - Agrosavia, Autopista Medellín - Cisneros - Puerto Berrio, San Roque, Antioquia, Colombia.
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Jado Chagas L, Delveaux Araujo Batalha C, de Arruda Camargo Danés M, Maurício Santos Neto J, Lopes Macedo F, da Silva Marques R, Augusto Portela Santos F. Protein supplementation to early lactation dairy cows grazing tropical grass: Performance and ruminal metabolism. Anim Sci J 2021; 92:e13564. [PMID: 34047427 DOI: 10.1111/asj.13564] [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: 05/22/2020] [Revised: 02/14/2021] [Accepted: 03/30/2021] [Indexed: 11/28/2022]
Abstract
This experiment was designed to evaluate the effects of different concentrate crude protein (CP) concentration on performance, metabolism and efficiency of N utilization (ENU) on early-lactation dairy cows grazing intensively managed tropical grass. Thirty cows were used in a ten replicated 3 × 3 Latin square design. The treatments consisted of three levels of concentrate CP: 7.9%, 15.4%, and 20.5% offered at a rate of 1 kg (as-fed basis)/3 kg of milk. The cows fed low and medium CP had negative balance of rumen degradable protein and metabolizable protein. Increasing CP tended to linearly increase DMI, 3.5% FCM and milk casein, and linearly increased the yields of milk fat and protein. Increasing CP linearly increased the intake of N, the concentration of rumen NH3 -N, and the losses of N in milk, urine, and feces. Increasing dietary CP linearly increased the molar proportion of butyrate but had no effect on the other rumen VFAs and no effect on microbial yield. In conclusion, feeding a concentrate with 20.5% of CP to early-lactation dairy cows grazing tropical grasses, leading to a 17.8% CP diet, tended to increase DMI, increased the yield of 3.5% FCM and the milk N excretion, and decreased ENU by 32%.
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Affiliation(s)
- Lucas Jado Chagas
- Department of Research and Development, Roullier Animal Nutrition, Minga Guazú, Paraguay
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Batistel F, de Souza J, Vaz Pires A, Santos FAP. Feeding Grazing Dairy Cows With Different Energy Sources on Recovery of Human-Edible Nutrients in Milk and Environmental Impact. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2021. [DOI: 10.3389/fsufs.2021.642265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The use of grazing systems for milk production is widely used globally because it is a lower-cost feeding system. However, under tropical conditions, the energy content of pastures became is a limitation to improve animal performance and efficiency while reducing the environmental impact. The objective of our study was to evaluate the impact of supplying different dietary sources of energy to lactating dairy cows grazing tropical pastures on the recovery of human-edible (HE) nutrients in milk and the environmental impact. Two experiments were conducted simultaneously. In experiment 1, forty early lactating dairy cows were used in a randomized block design. In experiment 2, four late-lactating rumen-cannulated dairy cows were used in a 4 × 4 Latin Square design. All cows had free access to pasture and treatments were applied individually as a concentrate supplement. Treatments were flint corn grain-processing method either as fine ground (FGC) or steam-flaked (SFC) associated with Ca salts of palm fatty acids supplementation either not supplemented (CON) or supplemented (CSPO). We observed that feeding cows with SFC markedly reduced urinary nitrogen excretion by 43%, and improved milk nitrogen efficiency by 17% when compared with FGC. Additionally, we also observed that feeding supplemental fat improved milk nitrogen efficiency by 17% compared with cows receiving CON diets. A tendency for decreased methane (CH4) per unit of milk (−31%), CH4 per unit of milk energy output (−29%), and CH4 per unit of milk protein output (−31%) was observed when CSPO was fed compared with CON. Additionally, SFC diets increased HE recovery of indispensable amino acids by 7–9% when compared with FGC diets, whereas feeding supplemental fat improved HE recovery of indispensable amino acids by 17–19% compared with CON. Altogether, this study increased our understanding of how manipulating energy sources in the dairy cow diet under tropical grazing conditions can benefit HE nutrient recovery and reduce nutrient excretion.
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Azevedo Costa DF, Correia PS, Reboucas Dorea JR, De Souza J, de Souza Congio GF, Vaz Pires A, Muniz Malafaia PA, Drouillard J, Tadeu dos Santos Dias C, Luchiari-Filho A, Portela Santos FA. Strategic supplementation of growing cattle on tropical pastures improves nutrient use and animal performance, with fewer days required on the finishing phase. ANIMAL PRODUCTION SCIENCE 2021. [DOI: 10.1071/an20005] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Context
Cattle grazing tropical forages usually perform below genetic potential due to limited nutrient intake.
Aims
Four experiments were conducted to evaluate supplementation strategies on performance and metabolism of cattle grazing intensively managed marandu palisade grass (Urochloa brizantha).
Methods
Experiment 1 evaluated the average daily gain (ADG) of 72 young bulls (222 ± 25 kg bodyweight, BW) grazing palisade grass and supplemented (22% crude protein, CP) at 0.0%, 0.3%, 0.6% and 0.9% BW, and their ADG during the feedlot finishing phase. Experiment 2 evaluated the ADG of 80 bulls (240 ± 18 kg BW) grazing palisade grass and supplemented with energy (11.3% CP) or three protein sources (≈20.5% CP) at 0.6% BW. Experiment 3 investigated intake, rumen parameters and digestibility of nutrients in fistulated steers (410 ± 8.6 kg BW) fed an energy supplement, that is, ground corn, at 0.0%, 0.3%, 0.6% and 0.9% BW, with a parallel in vitro study of fermentation kinetics (Experiment 4).
Key results
Increased levels of supplementation resulted in linear increases (P < 0.05) in ADG, stocking rate (SR) and in BW gain per area. There were no differences (P > 0.05) in ADG, SR and BW gain per area among supplemental sources of protein or the energy supplement. Increasing energy levels caused a linear decrease (P < 0.05) in forage intake and grazing time and a linear increase (P < 0.05) in total dry matter and digestible-nutrient intakes, but did not affect (P > 0.05) fibre degradability. Corn supplementation also caused a linear decrease (P < 0.05) in acetate:propionate ratio, in ruminal ammonia-N and in N excretion, and a linear increase (P < 0.05) in rumen propionate concentration, in microbial synthesis and in N retention. The supplementation increased BW at the start of the feedlot phase, resulting in similar hot carcass weights with fewer days on feed and no effects on meat quality.
Conclusions
Overall, despite the source utilised, supplementation increased ADG, SR and BW gain per area, with fewer days being required on the finishing period.
Implications
Having adequate supplementation strategies in place will help producers increase the efficiency of their systems.
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Sears A, Gonzalez O, Alberto A, Young A, de Souza J, Relling A, Batistel F. Effect of feeding a palmitic acid-enriched supplement on production responses and nitrogen metabolism of mid-lactating Holstein and Jersey cows. J Dairy Sci 2020; 103:8898-8909. [PMID: 32713701 DOI: 10.3168/jds.2020-18232] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 05/11/2020] [Indexed: 12/25/2022]
Abstract
This study evaluated the effect of feeding a palmitic acid-enriched supplement on production responses and nitrogen metabolism of mid-lactating Holstein and Jersey cows. Eighty mid-lactating dairy cows, 40 Holstein and 40 Jersey, were used in a randomized complete block design with a split-plot arrangement; the main plot was breed and the subplot was fatty acid treatment. Cows within each breed were assigned to 1 of 2 treatments: (1) control diet with no fat supplement or (2) control diet plus a palmitic acid-enriched supplement dosed at 1.5% of diet dry matter (PA treatment). The treatment period was 6 wk with the final 3 wk used for data and sample collection. There were no treatment × breed interactions for the variables analyzed. Compared with control, PA treatment increased milk fat yield (1.36 vs. 1.26 kg/d) and tended to increase 3.5% fat-corrected milk (35.6 vs. 34.0 kg/d) and energy-corrected milk (35.7 vs. 34.1 kg/d). There was no effect of PA treatment on dry matter intake, milk yield, milk protein yield, milk lactose yield, body condition score, body weight (BW) change, nitrogen intake, and variables related to nitrogen metabolism and excretion. Compared with Holstein cows, Jersey cows had greater dry matter intake as a percent of BW (4.90 vs. 3.37% of BW) and lower milk production (29.6 vs. 32.7 kg/d) and milk lactose yield (1.58 vs. 1.42 kg/d), but tended to have greater milk fat yield (1.36 vs. 1.26 kg/d). There was a breed effect on BW change; Holstein cows gained 0.385 kg/d during the experiment, and Jersey cows gained 0.145 kg/d. Jersey cows had lower nitrogen intake (636 vs. 694 g/d), blood urea nitrogen (12.6 vs. 13.8 mg/dL), urine total nitrogen (125 vs. 145 g/d), and urine total nitrogen as a percent of nitrogen intake (19.5 vs. 21.1%). Overall, feeding a palmitic acid-enriched supplement increased milk fat yield as well as dry matter and fiber digestibility in both Holstein and Jersey cows. The PA treatment did not have any major effects on nitrogen metabolism in both Holstein and Jersey cows. In addition, our results indicated that Jersey cows had lower urinary nitrogen excretion (g/d) than Holstein cows.
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Affiliation(s)
- Austin Sears
- Animal, Dairy and Veterinary Sciences Department, Utah State University, Logan 84322
| | - Osvaldo Gonzalez
- Animal, Dairy and Veterinary Sciences Department, Utah State University, Logan 84322
| | - Anthony Alberto
- Animal, Dairy and Veterinary Sciences Department, Utah State University, Logan 84322
| | - Allen Young
- Animal, Dairy and Veterinary Sciences Department, Utah State University, Logan 84322
| | | | - Alejandro Relling
- Department of Animal Sciences, The Ohio State University, Wooster 44691
| | - Fernanda Batistel
- Animal, Dairy and Veterinary Sciences Department, Utah State University, Logan 84322.
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Costa LPM, De Lima LS, Damasceno JC, De Marchi FE, Granzotto F, Dos Santos FS, Santos ALD, Dos Santos GT. Combination of pelleting and monensin does not affect antioxidant properties and fatty acids in milk of grazing dairy cows supplemented with a concentrate containing soybean seeds. Trop Anim Health Prod 2020; 52:573-581. [PMID: 31446587 DOI: 10.1007/s11250-019-02044-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Accepted: 08/19/2019] [Indexed: 11/25/2022]
Abstract
This study was performed with the main objective of evaluating the effect of the combination of pelleting and monensin on fatty acids (FA) composition, the concentration of total polyphenols and flavonoids, and the oxidative stability of milk in cows fed a concentrate containing soybean seeds. Eight Holstein multiparous cows were distributed in a replicated Latin square design. The four supplement treatments consisted of the combination of two factors (pelleting and monensin) and one concentrate as follows: (1) unpelleted concentrate with no monensin (CO); (2) pelleted concentrate with no monensin (PE); (3) unpelleted concentrate with 96 mg of monensin/kg of dry matter, DM (MO); and (4) pelleted concentrate with 96 mg of monensin/kg of DM (PM). There was no interaction between pelleting and monensin for milk production and concentration of milk protein, lactose, total polyphenols, flavonoids, conjugated dienes (CD), and reducing power. Fat and total solids concentration in milk were decreased when cows were fed pelleted (PE and PM) concentrates. Feeding cows with PE and PM concentrates increased the CD concentration in milk. Regarding milk FA concentration, there was no difference among treatments for total saturated, monounsaturated, and polyunsaturated FA. The most prominent result was that pelleting increased the milk concentration of omega-3 FA. Altogether, the present study suggests that the pelleting process can improve the milk fat quality by increasing the omega-3 FA, while the combination of pelleting and monensin in the diet of grazing dairy cows fed soybean-based concentrate adds no further improvements to FA profiles and oxidative stability of milk.
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Affiliation(s)
- Luiza Pozzi Marins Costa
- Departamento de Zootecnia, Universidade Estadual de Maringá, Av. Colombo, 5790, Maringá, Paraná, 87020900, Brazil
| | - Luciano Soares De Lima
- Departamento de Zootecnia, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627-Pampulha, Belo Horizonte, Minas Gerais, 31270-901, Brazil
| | - Júlio Cesar Damasceno
- Departamento de Zootecnia, Universidade Estadual de Maringá, Av. Colombo, 5790, Maringá, Paraná, 87020900, Brazil
| | - Francilaine Eloise De Marchi
- Departamento de Zootecnia, Universidade Estadual de Maringá, Av. Colombo, 5790, Maringá, Paraná, 87020900, Brazil
| | - Fernanda Granzotto
- Instituto de Biodiversidade e Florestas, Universidade Federal do Oeste do Pará, Rua Vera Paz, Maracanã, Pará, 68035-110, Brazil
| | - Fabio Seiji Dos Santos
- Departamento de Zootecnia, Universidade Estadual de Maringá, Av. Colombo, 5790, Maringá, Paraná, 87020900, Brazil
| | - Alexandre Leseur Dos Santos
- Departamento de Agronomia, Universidade Federal do Paraná, Rua Pioneiro, 2153, Palotina, Paraná, 85950-000, Brazil
| | - Geraldo Tadeu Dos Santos
- Departamento de Zootecnia, Universidade Estadual de Maringá, Av. Colombo, 5790, Maringá, Paraná, 87020900, Brazil.
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Abstract
The present study represents the determination of Ti and Cr in dry animal feeds using wet acid digestion and inductively coupled plasma–atomic emission spectrometry (ICP-AES), in order to use these metals as digestibility markers. A radiofrequency power of 1350 W and a nebulizer argon flow of 0.8 L/min was selected. The limits of detection were between 11.4 and 16.1 μg/g for titanium and between 10.7 and 38.2 μg/g for chromium. The recovery values for the aqueous solutions were 89.5–103.9% (titanium) and 85.3–104.2% (chromium), with relative standard deviations (RSD%) under 2.1% and standard errors under 2.32%, demonstrating that the method offered good accuracy and repeatability. Six different samples of commercially available feedstuffs (two cat foods, two dog foods, and two poultry foods) were analyzed and the levels of investigated metals were found to be in the ranges of 0.10 g/kg and <LOD for chromium and titanium, respectively (dog foods); 0.10–0.18 g/kg, 0.70 g/kg for chromium and titanium, respectively (cat foods); and 0.07 g/kg, 0.82–1.35 g/kg for chromium and titanium, respectively (poultry foods).
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van Wyngaard JD, Meeske R, Erasmus LJ. Effect of concentrate level on enteric methane emissions, production performance, and rumen fermentation of Jersey cows grazing kikuyu-dominant pasture during summer. J Dairy Sci 2018; 101:9954-9966. [DOI: 10.3168/jds.2017-14327] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Accepted: 07/19/2018] [Indexed: 11/19/2022]
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van Wyngaard J, Meeske R, Erasmus L. Effect of dietary nitrate on enteric methane emissions, production performance and rumen fermentation of dairy cows grazing kikuyu-dominant pasture during summer. Anim Feed Sci Technol 2018. [DOI: 10.1016/j.anifeedsci.2018.08.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Congio GFS, Batalha CDA, Chiavegato MB, Berndt A, Oliveira PPA, Frighetto RTS, Maxwell TMR, Gregorini P, Da Silva SC. Strategic grazing management towards sustainable intensification at tropical pasture-based dairy systems. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 636:872-880. [PMID: 29727853 DOI: 10.1016/j.scitotenv.2018.04.301] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2018] [Revised: 04/21/2018] [Accepted: 04/23/2018] [Indexed: 06/08/2023]
Abstract
Agricultural systems are responsible for environmental impacts that can be mitigated through the adoption of more sustainable principles. Our objective was to investigate the influence of two pre-grazing targets (95% and maximum canopy light interception during pasture regrowth; LI95% and LIMax, respectively) on sward structure and herbage nutritive value of elephant grass cv. Cameroon, and dry matter intake (DMI), milk yield, stocking rate, enteric methane (CH4) emissions by Holstein × Jersey dairy cows. We hypothesized that grazing strategies modifying the sward structure of elephant grass (Pennisetum purpureum Schum.) improves nutritive value of herbage, increasing DMI and reducing intensity of enteric CH4 emissions, providing environmental and productivity benefits to tropical pasture-based dairy systems. Results indicated that pre-sward surface height was greater for LIMax (≈135 cm) than LI95% (≈100 cm) and can be used as a reliable field guide for monitoring sward structure. Grazing management based on LI95% criteria improved herbage nutritive value and grazing efficiency, allowing greater DMI, milk yield and stocking rate by dairy cows. Daily enteric CH4 emission was not affected; however, cows grazing elephant grass at LI95% were more efficient and emitted 21% less CH4/kg of milk yield and 18% less CH4/kg of DMI. The 51% increase in milk yield per hectare overcame the 29% increase in enteric CH4 emissions per hectare in LI95% grazing management. Thereby the same resource allocation resulted in a 16% mitigation of the main greenhouse gas from pasture-based dairy systems. Overall, strategic grazing management is an environmental friendly practice that improves use efficiency of allocated resources through optimization of processes evolving plant, ruminant and their interface, and enhances milk production efficiency of tropical pasture-based systems.
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Affiliation(s)
- Guilhermo F S Congio
- Animal Science Department, University of São Paulo, "Luiz de Queiroz" College of Agriculture (USP/ESALQ), Piracicaba, São Paulo, Brazil.
| | - Camila D A Batalha
- Animal Science Department, University of São Paulo, "Luiz de Queiroz" College of Agriculture (USP/ESALQ), Piracicaba, São Paulo, Brazil
| | - Marília B Chiavegato
- Animal Science Department, University of São Paulo, "Luiz de Queiroz" College of Agriculture (USP/ESALQ), Piracicaba, São Paulo, Brazil
| | | | | | | | - Thomas M R Maxwell
- Faculty of Agriculture and Life Sciences, Lincoln University, Christchurch, New Zealand.
| | - Pablo Gregorini
- Faculty of Agriculture and Life Sciences, Lincoln University, Christchurch, New Zealand.
| | - Sila C Da Silva
- Animal Science Department, University of São Paulo, "Luiz de Queiroz" College of Agriculture (USP/ESALQ), Piracicaba, São Paulo, Brazil.
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Effect of concentrate feeding level on methane emissions, production performance and rumen fermentation of Jersey cows grazing ryegrass pasture during spring. Anim Feed Sci Technol 2018. [DOI: 10.1016/j.anifeedsci.2018.04.025] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Steyn L, Meeske R, Cruywagen C. The effect of replacing maize with dried apple pomace in the concentrate on performance of Jersey cows grazing kikuyu pasture. Anim Feed Sci Technol 2018. [DOI: 10.1016/j.anifeedsci.2018.02.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Steyn L, Meeske R, Cruywagen C. The effect of dried apple pomace as a replacer for maize in the concentrate for Jersey cows grazing ryegrass pasture on production and rumen metabolism. Anim Feed Sci Technol 2017. [DOI: 10.1016/j.anifeedsci.2017.10.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Batistel F, de Souza J, Santos FAP. Corn grain-processing method interacts with calcium salts of palm fatty acids supplementation on milk production and energy balance of early-lactation cows grazing tropical pasture. J Dairy Sci 2017; 100:5343-5357. [DOI: 10.3168/jds.2016-12503] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Accepted: 03/08/2017] [Indexed: 12/11/2022]
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MOREIRA FILHO MA, ALVES AA, GARCEZ BS, MOREIRA AL, AZEVÊDO DMMR, PARENTE HN. Digestibility markers of sheep diets containing hydrolyzed sugarcane-top hay. REVISTA BRASILEIRA DE SAÚDE E PRODUÇÃO ANIMAL 2017. [DOI: 10.1590/s1519-99402017000100005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
SUMMARY This experiment evaluated the correlation between the estimates of fecal digestibility and dry matter digestibility (DMD) and nutrients obtained using internal (indigestibles dry materiDM, neutral detergent fiber-iNDF, acid detergent fiber-iADF and acid detergent ligniniADL) and external (chromium oxide-Cr2O3, titanium dioxide-TiO2, and purified and enriched lignin from eucalyptus-LIPE®) markers and the values obtained by the total feces collection method. Twenty uncastrated male sheep, with 29.64±5.53 kg average live weight; approximately 12 months old, were kept in metabolic cages and fed diets containing untreated sugarcane-top hay or sugarcane-top hay hydrolyzed with 3 and 6% urea or 1.5 and 3% calcium oxide (CaO). There was a positive correlation (P<.05) between the fecal production estimated by the markers and via total feces collection, with coefficients higher than 90% for iDM, Cr2O3, and TiO2. The DMD and nutrients estimated with the use of markers was positively correlated (P<.05) with that obtained by total feces collection. Coefficients of correlation for digestibility obtained by total collection were higher than those obtained with Cr2O3, but close to those obtained using TiO2. The coefficient of correlation between the digestibility of protein and fiber fraction estimated with iDM and iNDF and that obtained by total collection was higher than 70%. Internal marker iDM and external markers Cr2O3 and TiO2 are effective in estimating fecal production and DMD and nutrients.
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de Souza J, Batistel F, Santos FAP. Effect of sources of calcium salts of fatty acids on production, nutrient digestibility, energy balance, and carryover effects of early lactation grazing dairy cows. J Dairy Sci 2016; 100:1072-1085. [PMID: 27939549 DOI: 10.3168/jds.2016-11636] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2016] [Accepted: 10/08/2016] [Indexed: 11/19/2022]
Abstract
The objective of our study was to investigate the effects of sources of calcium salts of fatty acids (FA) on production, nutrient digestibility, energy balance, and carryover effects of early lactation grazing dairy cows. Treatment diets were offered from 3 to 16 wk postpartum (the treatment period), in which all cows grazed elephantgrass (Pennisetum purpureum 'Cameroon') and treatments were added to a concentrate supplement. The treatments were (1) control (concentrate without supplemental fat); (2) concentrate with calcium salts of soybean FA (CSSO); and (3) concentrate with calcium salts of palm FA (CSPO). From 17 to 42 wk postpartum (the carryover period), all cows received a common diet fed as a total mixed ration. During the treatment period, CSPO increased milk yield, milk fat yield, 3.5% fat-corrected milk, energy-corrected milk, and cumulative milk yield compared with control and CSSO. Treatment CSSO increased the yield of milk but did not affect 3.5% fat-corrected milk or energy-corrected compared with control. Also, CSSO decreased milk fat yield, dry matter intake, neutral detergent fiber digestibility, and body weight and body condition loss. Compared with control, both CSSO and CSPO increased feed efficiency (3.5% fat-corrected milk:dry matter intake), and CSPO increased feed efficiency compared with CSSO. When considering energy partitioning (as % energy intake), CSPO increased energy partitioning toward milk and increased energy mobilized from body reserves compared with control and CSSO. Furthermore, CSSO tended to reduce the mobilization of energy from body reserves compared with control. In the carryover period, no differences in milk composition were observed among treatments. A treatment by time interaction was observed during the carryover period for milk yield because cows on CSPO maintained higher production compared with control and CSSO cows until 30 wk postpartum; CSSO had a lower carryover effect sustaining higher milk yield compared with control until 25 wk postpartum. In conclusion, supplementation with CSPO was an effective strategy to increase energy intake and yields of milk and milk solids and it had a greater carryover effect. Supplementation with CSSO resulted in lower mobilization of reserves and less variation in body weight and body condition throughout lactation.
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Affiliation(s)
- Jonas de Souza
- Department of Animal Science, University of São Paulo, Piracicaba, São Paulo, 13418-900, Brazil; Department of Animal Science, Michigan State University, East Lansing 48824
| | - Fernanda Batistel
- Department of Animal Science, University of São Paulo, Piracicaba, São Paulo, 13418-900, Brazil; Department of Animal Science, University of Illinois at Urbana-Champaign, Urbana 81601
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Macedo FL, Batistel F, de Souza J, Chagas LJ, Santos FAP. Supplementation with Ca salts of soybean oil interacts with concentrate level in grazing dairy cows: intake, ingestive behavior, and ruminal parameters. Trop Anim Health Prod 2016; 48:1593-1598. [PMID: 27577598 DOI: 10.1007/s11250-016-1132-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Accepted: 08/16/2016] [Indexed: 11/29/2022]
Abstract
In this study, we investigated the associative effects of concentrate levels and Ca salts of soybean oil (CSSO) supplementation on performance and ruminal parameters of mid-lactation dairy cows grazing on tropical pasture. Twenty-four Jersey × Holstein cows were used in a randomized block design and assigned to four treatments arranged in a 2 × 2 factorial design. Factors evaluated were concentrate levels (low, 3 kg/day vs. high, 7 kg/day of concentrate) and CSSO supplementation (without CSSO vs. with 250 g CSSO cow/day). All cows grazed on elephant grass (Pennisetum purpureum cv. Cameroon) and received the supplemental treatments for a 90-day period. The high concentrate level decreased forage intake and grazing time. In addition, the high concentrate level increased rumen propionate concentration and microbial synthesis and tended to decrease ammonia-N compared with low concentrate level. The addition of CSSO tended to decrease valerate, isobutyrate, isovalerate, and microbial synthesis. In conclusion, feeding CSSO for mid lactating cows grazing on tropical pasture had negative effects on rumen function. In contrast, CSSO supplementation tended to interact with concentrate level and increased energy intake when fed at low concentrate level. Feeding the high level of concentrate was an effective strategy to increase energy intake and microbial synthesis and improve N utilization.
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Affiliation(s)
- Fernanda Lopes Macedo
- Department of Animal Science, University of São Paulo, Padua Dias Av, Piracicaba, São Paulo, 13418-900, Brazil
| | - Fernanda Batistel
- Department of Animal Science, University of São Paulo, Padua Dias Av, Piracicaba, São Paulo, 13418-900, Brazil.,Department of Animal Science, University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, 81601, USA
| | - Jonas de Souza
- Department of Animal Science, University of São Paulo, Padua Dias Av, Piracicaba, São Paulo, 13418-900, Brazil.,Department of Animal Science, Michigan State University, East Lansing, MI, 48824, USA
| | - Lucas Jado Chagas
- Department of Animal Science, University of São Paulo, Padua Dias Av, Piracicaba, São Paulo, 13418-900, Brazil
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