Changes in feeding behavior patterns and dry matter intake before clinical symptoms associated with bovine respiratory disease in growing bulls
Abstract
Methods to improve accuracy of preclinical detection of bovine respiratory disease (BRD) are needed to reduce the economic impact of this disease, improve animal welfare, and promote more judicious use of antimicrobials in beef cattle. The objectives of this study were to retrospectively characterize time-series deviations in DMI and feeding behavior patterns preceding the display of observed clinical symptoms associated with BRD and to identify those feeding behavior traits that would be most predictive of BRD. The study was conducted with 231 seed stock bulls (391 ± 55 kg initial BW) representing 5 breeds that were housed in a facility equipped with GrowSafe feed bunks at a commercial bull-test facility. All bulls were vaccinated against standard viral and bacterial pathogens before and on arrival at the facility. Daily DMI and feeding behavior traits (frequency and duration of bunk visit events, head-down duration, variance of nonfeeding intervals, and time to approach feed bunk following feed-truck delivery) were measured for 70 d with a GrowSafe system. During a 10-d period from Day 28 to 37 of the trial, 30 bulls were administered antimicrobial therapy for clinical symptoms of BRD (rectal temperatures > 39.5°C). All remaining bulls ( = 201) were administered metaphylactic therapy on Day 38 of the trial in response to an acute decrease in feed intake. A retrospective analysis was conducted using a 2-slope broken-line regression model to identify inflection points in DMI…
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Research using a fractional slope linear regression model revealed fluctuations in feeding rates of growing bulls preceding BRD onset.
“Research using a fractional slope linear regression model revealed fluctuations in the feeding rates of growing bulls preceding BRD onset. [98].”
From Strategies for Bovine Respiratory Disease (BRD) Diagnosis and Prognosis: A Comprehensive Overview (2024) · cites this paper as [98]
An uptick in feed intake was noted before clinical symptoms became apparent in bulls.
“Notably, an uptick in feed intake was noted before clinical symptoms became apparent in bulls.”
From Strategies for Bovine Respiratory Disease (BRD) Diagnosis and Prognosis: A Comprehensive Overview (2024) · cites this paper as [98]
Cites
Quimby, W. F., Sowell, B. F., Bowman, J. G. P., Branine, M. E., Hubbert, M. E., & Sherwood, H. W. (2001) · Canadian Journal of Animal Science · doi:10.4141/a00-098 · Cited by 99 · see citing works
Wolfger, B., Schwartzkopf-Genswein, K. S., Barkema, H. W., Pajor, E. A., Levy, M., & Orsel, K. (2015) · Journal of Animal Science · doi:10.2527/jas.2013-8030 · Cited by 70 · see citing works
Flagged first, then by citations
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Antimicrobial Stewardship in Veterinary Medicine
Lloyd, D. H., & Page, S. W. (2018) · Microbiology Spectrum · doi:10.1128/microbiolspec.arba-0023-2017 · Cited by 115 · see citing works
“…include remote automatic sensing of animal behavior, including feeding and drinking, in chickens (205 – 207), pigs (208), calves (209), and cattle (210 – 212), with evidence of the possibility of earlier detection of clinical illness from 1 day to 14 days in advance of observed disease.”
BackgroundBovine Respiratory Disease Diagnosis
Buczinski, S., & Pardon, B. (2020) · Veterinary Clinics of North America: Food Animal Practice · doi:10.1016/j.cvfa.2020.03.004 · Cited by 89 · see citing works
Strategies for Bovine Respiratory Disease (BRD) Diagnosis and Prognosis: A Comprehensive Overview
Kamel, M. S., Davidson, J. L., & Verma, M. S. (2024) · Animals · doi:10.3390/ani14040627 · Cited by 76 · see citing works
“[98].”
A history of antimicrobial drugs in animals: Evolution and revolution.
Lees, P., Pelligand, L., Giraud, E., & Toutain, P. (2020) · Journal of Veterinary Pharmacology and Therapeutics · doi:10.1111/jvp.12895 · Cited by 70 · see citing works
Ferraro, S., Fecteau, G., Dubuc, J., Francoz, D., Rousseau, M., Roy, J.-P., & Buczinski, S. (2021) · Journal of Dairy Science · doi:10.3168/jds.2020-19471 · Cited by 51 · see citing works
Pederzolli, R.-L. A., Kessel, A. G. V., Campbell, J., Hendrick, S., Wood, K. M., & Penner, G. B. (2018) · Journal of Animal Science · doi:10.1093/jas/skx049 · Cited by 61 · see citing works
Sun, D.-S., Webb, L., van der Tol, P. V. D., & van Reenen, K. (2021) · Frontiers in Veterinary Science · doi:10.3389/fvets.2021.761468 · Cited by 40 · see citing works
“These AFS can measure a wide range of parameters linked to feeding and drinking patterns, including daily feed intake (4, 45, 47, 52–55, 57, 72–74), frequency and duration of rewarded and unrewarded visits (4, 45, 47, 52–55, 57, 58, 61, 62, 72, 74), drinking speed (milk) (47, 52–54), water-drinking behavior (intake, t…”
BackgroundInfluentialCantor, M. C., Renaud, D. L., Neave, H. W., & Costa, J. H. C. (2022) · Scientific Reports · doi:10.1038/s41598-022-08131-1 · Cited by 25 · see citing works
A glimpse of the future in animal nutrition science. 2. Current and future solutions
Tedeschi, L. O., Fonseca, M. A., Muir, J., Poppi, D., Carstens, G., Angerer, J., & Fox, D. G. (2017) · Revista Brasileira de Zootecnia · doi:10.1590/s1806-92902017000500012 · Cited by 24 · see citing works
“, 46(5):452-469, 2017 onset of BRD in beef cattle (Jackson et al., 2016; Wolfger et al., 2015b).”
Self-citationPredictive Modeling of Bovine Respiratory Disease Outcomes in Feedlot Cattle: A Narrative Review
Wisnieski, L., Amrine, D. E., & Renter, D. G. (2021) · Livestock Science · doi:10.1016/j.livsci.2021.104666 · Cited by 23 · see citing works
Kayser, W., Carstens, G., Jackson, K., Pinchak, W., Banerjee, A., & Fu, Y. (2016) · Journal of Animal Science · doi:10.1093/jas/sky486 · Cited by 22 · see citing works
Self-citationBüll, E., Bartram, D., Cock, B., Odeyemi, I., & Main, D. (2021) · Animal · doi:10.1016/j.animal.2021.100191 · Cited by 15 · see citing works
Abattoir Factors Influencing the Incidence of Dark Cutting in Australian Grain-Fed Beef
Steel, C. C., Lees, A., Bowler, D., Gonzalez-Rivas, P., Tarr, G., Warner, R., Dunshea, F., Cowley, F., & McGilchrist, P. (2021) · Animals · doi:10.3390/ani11020474 · Cited by 13 · see citing works
The sickness response at and before clinical diagnosis of spontaneous bovine respiratory disease
Toaff-Rosenstein, R., & Tucker, C. (2018) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2018.01.002 · Cited by 12 · see citing works
Juge, A. E., Cooke, R. F., Ceja, G., Matt, M., & Daigle, C. (2024) · PLoS ONE · doi:10.1371/journal.pone.0302172 · Cited by 11 · see citing works
Bovine Respiratory Disease Influences on Nutrition and Nutrient Metabolism.
Krehbiel, C. (2020) · The Veterinary clinics of North America. Food animal practice · doi:10.1016/j.cvfa.2020.03.010 · Cited by 9 · see citing works
Wottlin, L., Carstens, G., Kayser, W., Pinchak, W., Pinedo, P., & Richeson, J. (2021) · Livestock Science · doi:10.1016/j.livsci.2021.104488 · Cited by 7 · see citing works
Self-citationOlson, C., Li, C.-X., Block, H., McKeown, L., & Basarab, J. (2020) · Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie · doi:10.1111/jbg.12522 · Cited by 6
Kayser, W., Carstens, G., Parsons, I., Washburn, K., Lawhon, S., Pinchak, W., Chevaux, E., & Skidmore, A. (2020) · Journal of Animal Science · doi:10.1093/jas/skaa009 · Cited by 6 · see citing works
Self-citationKayser, W., Carstens, G., Parsons, I., Welsh, T., Washburn, K., Lawhon, S., Pinchak, W., Richeson, J., Chevaux, E., & Skidmore, A. (2018) · Journal of Animal Science · doi:10.1093/jas/sky447 · Cited by 6 · see citing works
Self-citationHeinen, L., Lancaster, P., White, B. J., & Zwiefel, E. (2022) · Translational Animal Science · doi:10.1093/tas/txac121 · Cited by 5 · see citing works
“The onset of BRD can be predicted 4 to 7 days before clinical signs can be observed using feeding and drinking data (Buhman et al., 2000; Moya et al., 2015; Wolfger et al., 2015; Jackson et al., 2016).”
BackgroundSmith, P., Carstens, G., Runyan, C. A., Ridpath, J. E., Sawyer, J., & Herring, A. (2021) · Animals · doi:10.3390/ani11072133 · Cited by 5 · see citing works
“Bunk visit frequency was defined as the number of independent events recorded, regardless of whether or not feed was consumed, and BV duration was defined as the sum lengths of all BV events recorded during a 24-h period [22].”
BackgroundMethodInfluentialSelf-citationWottlin, L., Carstens, G., Kayser, W., Pinchak, W., Thomson, J., Copié, V., & O'Shea-Stone, G. (2020) · Journal of Animal Science · doi:10.1093/jas/skaa404 · Cited by 5 · see citing works
Self-citationOlson, C., Li, C., Block, H., McKeown, L., & Basarab, J. (2020) · Canadian Journal of Animal Science · doi:10.1139/cjas-2019-0212 · Cited by 5
Cull, C., Rezac, D. J., Dedonder, K., Seagren, J. E., Cull, B. J., Singu, V., Theurer, M., Martin, M. S., Amachawadi, R., Kleinhenz, M., et al. (2022) · Journal of Animal Science · doi:10.1093/jas/skac049 · Cited by 3
“In contrast, the reported half-life of flunixin meglumine administered intravenously ranges from 3 to 8 h in plasma (Anderson et al., 1990; Landoni et al., 1995; Coetzee et al., 2009; Fraccaro et al., 2013; Glynn et al., 2013).”
BackgroundEffects of oral tilmicosin on health and performance in newly received beef heifers
Rivera, J. D., Johnson, J., & Blue, G. (2018) · doi:10.15232/pas.2017-01639 · Cited by 3
Thymol modulates rumen barrier function and inflammation in feed-restricted lambs
Ahmadibonakdar, Y., Vakili, A., Javadmanesh, A., Seradj, A. R., & Rajaei-Sharifabadi, H. (2025) · Animal Nutrition · doi:10.1016/j.aninu.2025.09.013 · Cited by 1 · see citing works
Systems Thinking Perspectives on Stewardship and Our Future.
Stokka, G., & Falkner, T. (2022) · The Veterinary clinics of North America. Food animal practice · doi:10.1016/j.cvfa.2022.02.002 · Cited by 1
Kayser, W., Carstens, G., Parsons, I., Washburn, K., Lawhon, S., Pinchak, W., Chevaux, E., & Skidmore, A. (2021) · Journal of Animal Science · doi:10.1093/jas/skab232
Self-citationRouault, M., Foucras, G., Meurens, F., Toczé, C., Picault, S., & Assié, S. (2025) · Le Nouveau Praticien Vétérinaire élevages & santé · doi:10.1051/npvelsa/2026020
- Authors
- Jackson, K. S., Carstens, G. E., Tedeschi, L. O., & Pinchak, W. E.
- Affiliations
- Texas A&M University (US)
- Corresponding author
- Carstens, G. E.
- Venue
- Journal of Animal Science
- Publisher
- Oxford University Press (OUP)
- Published
- 2016-04-01
- Volume
- 94
- Issue
- 4
- Pages
- 1644-1652
- ISSN
- 0021-8812 (ISSN-L)
- 1525-3163
- OpenAlex
- W2338979271
- Cited by
- 38
- References
- 26
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 2 · 2023: 1 · 2022: 4 · 2021: 9 · 2020: 7 · 2018: 8 · 2017: 4
- FWCI
- 4.12
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Animal Science (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Immunology and Microbiology › Microbiology › Microbial infections and disease research
- Health Sciences › Veterinary › Small Animals › Animal health and immunology
- Health Sciences › Veterinary › Small Animals › Animal Behavior and Welfare Studies
- Keywords
- bovine respiratory disease, preclinical detection, feeding behavior, dry matter intake, broken-line regression, metaphylactic treatment, beef cattle, antimicrobial use reduction, disease onset prediction, headspace volatile compounds
- MeSH terms
- Animals, Anti-Bacterial Agents, Cattle, Feeding Behavior, Male, Models, Biological, Retrospective Studies, Bovine Respiratory Disease Complex
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