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Pucetti P, Valadares Filho SDC, Roque JV, da Silva JT, de Oliveira KR, Silva FAS, Cardoso WJ, e Silva FF, Swanson KC. Predicting ruminal degradability and chemical composition of corn silage using near-infrared spectroscopy and multivariate regression. PLoS One 2024; 19:e0296447. [PMID: 38635552 PMCID: PMC11025743 DOI: 10.1371/journal.pone.0296447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 12/13/2023] [Indexed: 04/20/2024] Open
Abstract
The aim of this study was to develop and validate regression models to predict the chemical composition and ruminal degradation parameters of corn silage by near-infrared spectroscopy (NIR). Ninety-four samples were used to develop and validate the models to predict corn silage composition. A subset of 23 samples was used to develop and validate models to predict ruminal degradation parameters of corn silage. Wet chemistry methods were used to determine the composition values and ruminal degradation parameters of the corn silage samples. The dried and ground samples had their NIR spectra scanned using a poliSPECNIR 900-1700 model NIR sprectrophotometer (ITPhotonics S.r.l, Breganze, IT.). The models were developed using regression by partial least squares (PLS), and the ordered predictor selection (OPS) method was used. In general, the regression models obtained to predict the corn silage composition (P>0.05), except the model for organic matter (OM), adequately estimated the studied properties. It was not possible to develop prediction models for the potentially degradable fraction in the rumen of OM and crude protein and the degradation rate of OM. The regression models that could be obtained to predict the ruminal degradation parameters showed correlation coefficient of calibration between 0.530 and 0.985. The regression models developed to predict CS composition accurately estimated the CS composition, except the model for OM. The NIR has potential to be used by nutritionists as a rapid prediction tool for ruminal degradation parameters in the field.
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Affiliation(s)
- Pauliane Pucetti
- Department of Animal Sciences, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | | | - Jussara Valente Roque
- Department of Chemistry, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | | | | | | | - Wilson Junior Cardoso
- Department of Chemistry, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | | | - Kendall Carl Swanson
- Department of Animal Sciences, North Dakota State University, Fargo, North Dakota, United States of America
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Peretti S, Rosa VD, Zotti MLAN, Prestes AM, Ferraz PFP, da Silva AS, Zotti CA. Thermoregulation and Performance of Dairy Cows Subjected to Different Evaporative Cooling Regimens, with or without Pepper Extract Supplementation. Animals (Basel) 2022; 12:ani12223180. [PMID: 36428407 PMCID: PMC9686574 DOI: 10.3390/ani12223180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 11/01/2022] [Accepted: 11/11/2022] [Indexed: 11/18/2022] Open
Abstract
The objective of this study was to evaluate whether there is an interaction between pepper extract (PE) supplementation and evaporative cooling regimens on the performance, thermal comfort, and metabolism of lactating cows. The experiment was designed as a double 4 × 4 Latin square using eight multiparous Holstein cows (days in milk 147 ± 43.8 days). Treatments were a 2 × 2 factorial arrangement; two evaporative cooling regimens [sprinkler cycles of 30 s on and 4.5 min off (R5) and 30 s on and 9.5 min off (R10)] were combined with no inclusion of pepper extract (CT) or 800 mg/cow daily of PE. The inclusion of PE allowed a greater reduction in the surface temperature of the coat, and the cows remained for longer periods in the feeding area. There was an interaction between the use of PE and the climate regimen for surface temperature, which was lower for PER5. Cows experiencing greater intermittency in the spraying cycles (R10) spent 35% more time at the feeding area. A significant interaction was observed for milk production, with greater production for CTR5 compared to the other treatments. The feed efficiency for R5 was higher than that for R10. The R5 treatment combined with PE reduced water intake. There was no significant difference in serum parameters other than gamma-glutamyl transferase, with an interaction between treatments and greater activity for PER10, and total protein and albumin, which had cooling effects that were higher for R10. The two factors tested interfered in different and dissociated ways. The evaporative cooling strategies were effective, and the R5 treatment resulted in higher feed efficiency and milk production. The inclusion of PE enhanced heat reduction in cows when they were subjected to a cooling regime.
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Affiliation(s)
- Sidinei Peretti
- Graduate Program in Animal Health and Production, University of the West of Santa Catarina (UNOESC), Rua Dirceu Giordani, n.696, Jardim Taruma, Santa Catarina, Xanxerê 89820-000, Brazil
- Correspondence: (S.P.); (C.A.Z.)
| | - Viviane Dalla Rosa
- Department of Animal Science, State University of Santa Catarina (UDESC), St. Beloni Trombeta Zanin, 680E, Santa Catarina, Chapecó 89815-630, Brazil
| | - Maria Luísa Appendino Nunes Zotti
- Department of Animal Science, State University of Santa Catarina (UDESC), St. Beloni Trombeta Zanin, 680E, Santa Catarina, Chapecó 89815-630, Brazil
| | - Alan Miranda Prestes
- Graduate Program in Animal Health and Production, University of the West of Santa Catarina (UNOESC), Rua Dirceu Giordani, n.696, Jardim Taruma, Santa Catarina, Xanxerê 89820-000, Brazil
| | | | - Aleksandro Schafer da Silva
- Department of Animal Science, State University of Santa Catarina (UDESC), St. Beloni Trombeta Zanin, 680E, Santa Catarina, Chapecó 89815-630, Brazil
| | - Claiton André Zotti
- Graduate Program in Animal Health and Production, University of the West of Santa Catarina (UNOESC), Rua Dirceu Giordani, n.696, Jardim Taruma, Santa Catarina, Xanxerê 89820-000, Brazil
- Correspondence: (S.P.); (C.A.Z.)
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Silva J, Pucetti P, Pacheco M, Oliveira K, Souza G, Silva B, Godoi L, Alhadas H, Menezes AB, Andrade D, Vasconcellos G, Acedo T, Rennó L, Silva F, Filho SV. Effect of vitamin blend supplementation on the ingestive, digestive, and ruminal parameters of Nellore cattle. Livest Sci 2022. [DOI: 10.1016/j.livsci.2022.104986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Silva BDC, Pacheco MVC, Godoi LA, de Souza GAP, Trópia NV, Pucetti P, Silva FADS, Menezes ACB, Rennó LN, Paulino MF, Schoonmaker JP, Valadares Filho SDC. Feed intake, nutrient digestibility, and selected rumen parameters in feedlot bulls fed diets with different feed additives. PLoS One 2021; 16:e0259414. [PMID: 34727141 PMCID: PMC8562795 DOI: 10.1371/journal.pone.0259414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 10/20/2021] [Indexed: 11/18/2022] Open
Abstract
An experiment was conducted to evaluate the feed intake, nutrient digestibility and selected rumen parameters in feedlot bulls fed diets containing different feed additives. Six rumen-cannulated Nellore bulls (age = 8 ± 1.0 months; initial BW = 225 ± 13.2 kg) were distributed in a 6 × 6 Latin square design. Six experimental diets based on 30% corn silage and 70% concentrate on a dry matter (DM) basis were evaluated. Diets differed in feed additive on a DM basis, as follows: 1.4% bicarbonate and magnesium oxide in 3:1 ratio (BOX); 36 ppm lasalocid sodium (LAS); 30 ppm monensin sodium (MON); 25 ppm virginiamycin (VIR); 30 ppm monensin sodium plus 25 ppm virginiamycin (MV); and 3.15% commercial mineral supplement containing D-limonene and exogenous α-amylase (EOA). The experiment lasted 144 d, with six periods of 24 d. Each period consisted of 14 d for dietary adaptation, 3 d for feces and urine collection, and 7 d for omasal and ruminal digesta collection. Bulls fed the BOX diet showed greater (P < 0.05) intake of DM, organic matter (OM), neutral detergent fiber (apNDF), crude protein (CP), and starch compared to the other diets. Diets with LAS, MON, VIR, MV, or EOA did not influence (P > 0.05) the DM, OM, apNDF, CP, or starch intake of feedlot bulls. Bulls fed the EOA diet showed greater (trend; P = 0.09) ruminal digestibility of starch compared to the other diets. The feed additives did not affect (P > 0.05) the intestinal or total tract digestibility of starch, rumen pH, microbial efficiency, total rumen fluid, dilution rate, rate of intake, rate of degradation, or passage rate of the DM, OM, apNDF, and starch. In conclusion, LAS, MON, VIR, MV, and EOA diets reduced nutrient intake compared to BOX. Although all feed additives presented similar effects on rumen pH, temperature, and kinetics the presence of exogenous α-amylase in the EOA diet may increase ruminal starch digestibility and apparent total tract digestibility of DM and OM.
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Affiliation(s)
- Breno de Castro Silva
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | | | - Letícia Artuzo Godoi
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | | | - Nathália Veloso Trópia
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Pauliane Pucetti
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | | | - Ana Clara Baião Menezes
- Department of Animal Sciences, Center for Nutrition and Pregnancy, North Dakota State University, Fargo, North Dakota, United States of America
| | - Luciana Navajas Rennó
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Mário Fonseca Paulino
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Jon Patrick Schoonmaker
- Department of Animal Science, Purdue University, West Lafayette, Indiana, United States of America
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Alhadas H, Valadares Filho S, Silva F, Silva F, Pucetti P, Pacheco M, Silva B, Tedeschi L. Effects of including physically effective fiber from sugarcane in whole corn grain diets on the ingestive, digestive, and ruminal parameters of growing beef bulls. Livest Sci 2021. [DOI: 10.1016/j.livsci.2021.104508] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Effect of flint corn processing methods on intake, digestion sites, rumen pH, and ruminal kinetics in finishing Nellore bulls. Anim Feed Sci Technol 2021. [DOI: 10.1016/j.anifeedsci.2020.114775] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Silva BDC, Pacheco MVC, Godoi LA, Alhadas HM, Pereira JMV, Rennó LN, Detmann E, Paulino PVR, Schoonmaker JP, Valadares Filho SDC. Reconstituted and ensiled corn or sorghum grain: Impacts on dietary nitrogen fractions, intake, and digestion sites in young Nellore bulls. PLoS One 2020; 15:e0237381. [PMID: 32764802 PMCID: PMC7413414 DOI: 10.1371/journal.pone.0237381] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2020] [Accepted: 07/24/2020] [Indexed: 11/27/2022] Open
Abstract
Two experiments were conducted: (1) to evaluate the effect of ensiling time and grain source on dietary nitrogen fractions; and (2) to verify the influence of concentrate level, processing method and grain source on intake, microbial efficiency, and digestibility by young Nellore bulls. In Experiment 1, corn and sorghum grains were milled, reconstituted to 35% moisture, and ensiled in a bag silo for 10 different times. There were three replications per ensiling time and grain source. Samples from each replication were analyzed in triplicate for total nitrogen (N), non-protein nitrogen (NPN), soluble N, insoluble N, and neutral detergent insoluble nitrogen (NDIN). In Experiment 2, five Nellore bulls were used in a 5 × 5 Latin square design. Four diets were comprised of 28.4% corn silage, 10.7% supplement, and 60.9% dry ground corn, dry ground sorghum, reconstituted and ensiled corn, or reconstituted and ensiled ground sorghum. An additional diet comprised of 45% corn silage, 10.7% supplement, and 44.3% dry ground corn (Roughage+) was used. Each experimental period lasted 22 days, with an adaptation period of 14 days followed by 5 days of total feces and urine collection and 3 days of collecting omasal samples. Data were analyzed using the MIXED procedure of SAS 9.4. The reconstitution and ensiling process reduced (P < 0.05) the insoluble N fraction, increased (P < 0.05) non-protein nitrogen of corn and sorghum grains, tended (P = 0.052) to increase microbial efficiency, and increased (P < 0.05) intestinal and total digestion of dry matter (DM), organic matter (OM), crude protein (CP), and starch. The concentrate level affected neither (P > 0.05) DM intake nor rumen pH. On the other hand, bulls fed diets based on 72% concentrate showed greater (P < 0.05) DM, OM, and CP digestibility compared with those fed a diet based on 55% concentrate. In addition, animals fed diets based on corn grains (both reconstituted and ensiled or dry) presented greater (P < 0.05) intestinal and total starch digestion compared to those fed sorghum grain. Therefore, the reconstitution process can reduce the insoluble N fraction and increase nutrient availability.
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Affiliation(s)
- Breno de Castro Silva
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
- * E-mail:
| | | | - Letícia Artuzo Godoi
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | | | | | - Luciana Navajas Rennó
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Edenio Detmann
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | | | - Jon Patrick Schoonmaker
- Department of Animal Sciences, Creighton Hall of Animal Sciences, Purdue University, West Lafayette, Indiana, United States of America
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