Comparison of a traditional bovine respiratory disease control regimen with a targeted program based upon individualized risk predictions generated by the Whisper On Arrival technology
Open accessAbstract
The study objective was to determine if cattle health and performance comparing a targeted bovine respiratory disease (BRD) control program based on individualized risk prediction generated by a novel technology (Whisper On Arrival) was superior to a negative control (no metaphylaxis) yet no different than a positive control (conventional BRD control; 100% application). Across four study sites, auction market-derived beef calves were randomly allocated to one of four BRD control treatment groups: 1) Negative control (Saline), 2) Positive control (Tildipirosin [TIL] to 100% of the group), 3) Whisper-high (±TIL based on conservative algorithm threshold), and 4) Whisper-low (±TIL based on aggressive algorithm threshold). Within either Whisper On Arrival group, only calves predicted to be above the algorithm threshold by the technology (determined a priori) were administered TIL leaving the remainder untreated. Cattle were followed to either a short-term timepoint (50 or 60 d; health outcomes, all sites; feed performance outcomes, two sites) or to closeout (two sites). Data were analyzed as a completely randomized block design separately at each site. Across all sites, BRD control antibiotic use was reduced by 11% to 43% between the two Whisper On Arrival treatment groups compared to the positive control. The positive control and both Whisper On Arrival groups reduced (P ≤ 0.05) BRD morbidity compared to negative controls at both the short-term timepoint at three of the four sites and at closeout at one of two sites. The positive control and both Whisper-managed groups had improved (P ≤ 0.05) average daily gain (ADG), dry-matter intake (DMI), and feed efficiency compared to negative controls at the short-term timepoint at one of two sites. At closeout, the positive control and both Whisper-managed groups improved (P ≤ 0.05) ADG (deads-in) compared to the negative control at one of the two sites. At one of two sites, the positive control and the Whisper-high group displayed an improvement (P ≤ 0.05) in hot carcass weight compared to the negative control. The Whisper On Arrival technology maintained the benefits of a conventional BRD control program yet reduced BRD control antibiotic use by 11% to 43%. This technology maintained the benefits of a conventional BRD control program while reducing antibiotic costs to the producer and supporting judicious antimicrobial use.
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Adopting risk-based targeted therapy can reduce broad-spectrum antibiotic use up to 43% while maintaining animal health outcomes.
“Nickell et al. (71) demonstrated that adopting risk-based targeted therapy can reduce broad-spectrum antibiotic use up to 43% while maintaining animal health outcomes.”
From Understanding antibiotic decision-making for bovine respiratory disease: a survey of UK farm veterinarians (2026) · cites this paper as [71]
The Discussion (page not provided) reports that risk-based Whisper On Arrival treatment reduced BRD-control antibiotic use by 11%–43% across four cattle study sites, without evidence of worse health outcomes than conventional treatment. The Methods identify the antibiotic as tildipirosin, but our copy does not characterize it as broad-spectrum, so that descriptor is not verified. (LLM, conf=0.87)
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Timsit, E., Dendukuri, N., Schiller, I., & Buczinski, S. (2016) · Preventive Veterinary Medicine · doi:10.1016/j.prevetmed.2016.11.006 · Cited by 112 · see citing works
Celestino, M. L., Fernandes, L., Menta, P. R., Paiva, D., Ribeiro, T. L., Silva, T., Bilby, T. R., Neves, R. C., Ballou, M. A., & Machado, V. S. (2020) · Frontiers in Veterinary Science · doi:10.3389/fvets.2020.00632 · Cited by 10 · see citing works
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Research works printed but not linked: 36
- Apley, M. 2006. Bovine respiratory disease: pathogenesis, clinical signs, and treatment in lightweight calves. Vet. Clin. North Am. Food Anim. Pract. 22: 399– 411. doi: 10.1016/j.cvfa.2006.03.009 16814024 · DOI · Paper page
- Babcock, A. H., N. Cernicchiaro, B. J. White, S. R. Dubnicka, D. U. Thomson, S. E. Ives, H. M. Scott, G. A. Milliken, and D. G. Renter. 2013a. A multivariable assessment quantifying effects of cohort-level factors associated with combined mortality and culling risk in cohorts of U.S. commercial feedlot cattle. Prev. Vet. Med. 108: 38– 46. doi: 10.1016/j.prevetmed.2012.07.008 22871305 · DOI
- Babcock, A. H., D. G. Renter, B. J. White, S. R. Dubnicka, and H. M. Scott. 2010. Temporal distributions of respiratory disease events within cohorts of feedlot cattle and associations with cattle health and performance indices. Prev. Vet. Med. 97: 198– 219. doi: 10.1016/j.prevetmed.2010.09.003 20947196 · DOI
- Babcock, A. H., B. J. White, D. G. Renter, S. R. Dubnicka, and H. M. Scott. 2013b. Predicting cumulative risk of bovine respiratory disease complex (BRDC) using feedlot arrival data and daily morbidity and mortality counts. Can. J. Vet. Res. 77: 33– 44. 23814354 PMC3525170
- Baptiste, K. E., and N. C. Kyvsgaard. 2017. Do antimicrobial mass medications work? A systematic review and meta-analysis of randomised clinical trials investigating antimicrobial prophylaxis or metaphylaxis against naturally occurring bovine respiratory disease. Pathog Dis. 75:1–12. doi: 10.1093/femspd/ftx083 PMC7108556 28830074 · DOI
- Baruch, J., N. Cernicchiaro, C. A. Cull, K. F. Lechtenberg, J. S. Nickell, and D. G. Renter. 2019. Performance of multiple diagnostic methods in assessing the progression of bovine respiratory disease in calves challenged with infectious bovine rhinotracheitis virus and Mannheimia haemolytica1. J. Anim. Sci. 97: 2357– 2367. doi: 10.1093/jas/skz107 30923802 PMC6541804 · DOI
- CDC. 2019. Antibiotic resistance threats in the United States, 2019. US Department of Health and Human Services (ed.) No. 2019. Available from 10.15620/cdc:82532 · DOI · Paper page
- Cernicchiaro, N., D. G. Renter, B. J. White, A. H. Babcock, and J. T. Fox. 2012a. Associations between weather conditions during the first 45 days after feedlot arrival and daily respiratory disease risks in autumn-placed feeder cattle in the United States. J Anim Sci. 90: 1328– 1337. doi: 10.2527/jas.2011-4657 22147486 · DOI
- Cernicchiaro, N., B. J. White, D. G. Renter, A. H. Babcock, L. Kelly, and R. Slattery. 2012b. Associations between the distance traveled from sale barns to commercial feedlots in the United States and overall performance, risk of respiratory disease, and cumulative mortality in feeder cattle during 1997 to 2009. J Anim Sci. 90: 1929– 1939. doi: 10.2527/jas.2011-4599 22247119 · DOI
- Cernicchiaro, N., B. J. White, D. G. Renter, A. H. Babcock, L. Kelly, and R. Slattery. 2012c. Effects of body weight loss during transit from sale barns to commercial feedlots on health and performance in feeder cattle cohorts arriving to feedlots from 2000 to 2008. J Anim Sci. 90: 1940– 1947. doi: 10.2527/jas.2011-4600 22247120 · DOI
- Compiani, R. B. G., M. Bonfanti, D. Fucci, G. Pisoni, S. Jottini, S. Torres. 2014. Comparison of tildipirosin and tulathromycin for control of bovine respiratory disease in high-risk beef heifers. Bovine Practitioner. 48: 114– 119. doi: 10.21423/bovine-vol48no2p114-119 · DOI
- Dean, W. R. M., W. A., H. M. Scott. 2011. The role of trust and moral obligation in beef cattle feed-lot veterinarians’ contingent adoption of antibiotic metaphylaxis recommendations. Int. J. Soc. Agr. Food. 18: 104– 120. doi: 10.48416/ijsaf.v18i2.249 · DOI
- DeDonder, K. D., and M. D. Apley. 2015. A review of the expected effects of antimicrobials in bovine respiratory disease treatment and control using outcomes from published randomized clinical trials with negative controls. Vet. Clin. North Am. Food Anim. Pract. 31: 97– 111, vi. doi: 10.1016/j.cvfa.2014.11.003 25578389 · DOI
- DeDonder, K., D. U. Thomson, G. H. Loneragan, T. Noffsinger, W. Tayler, M. D. Apley, 2010. Lung auscultation and rectal temperature as a predictor of lung lesions and bovine respiratory disease treatment outcome in feedyard cattle. Bovine Practitioner. 44: 146– 153. doi: 10.21423/bovine-vol44no2p146-153 · DOI
- Dennis E. J., D. L. Pendell, D. G. Renter, and T. C. Schroeder. 2018. Value of arrival metaphylaxis in U.S. cattle industry. J. Agric. Resour. Econ. 43: 233– 250. doi: 10.22004/ag.econ.273448 · DOI
- Gardner, B. A., H. G. Dolezal, L. K. Bryant, F. N. Owens, and R. A. Smith. 1999. Health of finishing steers: effects on performance, carcass traits, and meat tenderness. J. Anim. Sci. 77: 3168– 3175. doi: 10.2527/1999.77123168x 10641860 · DOI
- Hanzlicek, G. A., D. R. Renter, B. J. White, B. A. Wagner, D. A. Dargatz, M. W. Sanderson, H. M. Scott, and R. E. Larson. 2013. Management practices associated with the rate of respiratory tract disease among preweaned beef calves in cow-calf operations in the United States. J. Am. Vet. Med. Assoc. 242: 1271– 1278. doi: 10.2460/javma.242.9.1271 23600786 · DOI
- Hanzlicek, G. A., B. J. White, D. Mosier, D. G. Renter, and D. E. Anderson. 2010. Serial evaluation of physiologic, pathological, and behavioral changes related to disease progression of experimentally induced Mannheimia haemolytica pneumonia in postweaned calves. Am. J. Vet. Res. 71: 359– 369. doi: 10.2460/ajvr.71.3.359 20187839 · DOI · Paper page
- Murray, C. F., L. J. Fick, E. A. Pajor, H. W. Barkema, M. D. Jelinski, and M. C. Windeyer. 2016. Calf management practices and associations with herd-level morbidity and mortality on beef cow-calf operations. Animal. 10: 468– 477. doi: 10.1017/S1751731115002062 26490571 · DOI
- Nickell, J. S., B. J. White, R. L. Larson, D. A. Blasi, and D. G. Renter. 2008. Comparison of short-term health and performance effects related to prophylactic administration of tulathromycin versus tilmicosin in long-hauled, highly stressed beef stocker calves. Vet. Ther. 9: 147– 156. 18597253
- Nickell, J. S., and B. J. White. 2010. Metaphylactic antimicrobial therapy for bovine respiratory disease in stocker and feedlot cattle. Vet. Clin. North Am. Food Anim. Pract. 26: 285– 301. doi: 10.1016/j.cvfa.2010.04.006 20619185 · DOI
- O’Connor, A. M., D. Hu, S. C. Totton, N. Scott, C. B. Winder, B. Wang, C. Wang, J. Glanville, H. Wood, B. White, et al. 2019. A systematic review and network meta-analysis of bacterial and viral vaccines, administered at or near arrival at the feedlot, for control of bovine respiratory disease in beef cattle. Anim Health Res Rev. 20: 143– 162. doi: 10.1017/S1466252319000288 32081122 · DOI
- Perino, L. J., and M. D. Apley. 1998. Clinical trial design in feedlots. Vet. Clin. North Am. Food Anim. Pract. 14: 343– 365. doi: 10.1016/s0749-0720(15)30258-9 9704419 · DOI
- Taylor, J. D., R. W. Fulton, T. W. Lehenbauer, D. L. Step, and A. W. Confer. 2010. The epidemiology of bovine respiratory disease: What is the evidence for predisposing factors? Can. Vet. J. 51: 1095– 1102. 21197200 PMC2942046
- Taylor, J. D., R. W. Fulton, T. W. Lehenbauer, D. L. Step, and A. W. Confer. 2010. The epidemiology of bovine respiratory disease: what is the evidence for preventive measures? Can. Vet. J. 51: 1351– 1359. 21358927 PMC2978987
- Taylor, J. D., J. N. Gilliam, G. Mourer, and C. Stansberry. 2020. Comparison of effects of four weaning methods on health and performance of beef calves. Animal 14: 161– 170. doi: 10.1017/S1751731119001228 31203825 · DOI
- Teixeira, A. G. V., J. A. A. McArt, and R. C. Bicalho. 2017. Efficacy of tildipirosin metaphylaxis for the prevention of respiratory disease, otitis and mortality in pre-weaned Holstein calves. Vet. J. 219: 44– 48. doi: 10.1016/j.tvjl.2016.12.004 28093111 · DOI
- Tennant, T. C., S. E. Ives, L. B. Harper, D. G. Renter, and T. E. Lawrence. 2014. Comparison of tulathromycin and tilmicosin on the prevalence and severity of bovine respiratory disease in feedlot cattle in association with feedlot performance, carcass characteristics, and economic factors. J. Anim. Sci. 92: 5203– 5213. doi: 10.2527/jas.2014-7814 25349362 · DOI
- Van Donkersgoed, J., J. Berg, and S. Hendrick. 2008. Comparison of florfenicol and tulathromycin for the treatment of undifferentiated fever in Alberta feedlot calves. Vet. Ther. 9: 275– 281. 19177332
- Van Donkersgoed, J., C. Guenther, B. N. Evans, A. A. Potter, and R. J. Harland. 1995. Effects of various vaccination protocols on passive and active immunity to Pasteurella haemolytica and Haemophilus somnus in beef calves. Can. Vet. J. 36: 424– 429. 7585417 PMC1686970
- Van Donkersgoed, J., J. Merrill, and S. Hendrick. 2008. Comparative efficacy of tilmicosin versus tulathromycin as a metaphylactic antimicrobial in feedlot calves at moderate risk for respiratory disease. Vet. Ther. 9: 291– 297. 19177334
- Van Donkersgoed, J., and J. K. Merrill 2013. Efficacy of tilmicosin and tildipirosin for on-arrival treatment of bovine respiratory disease in fall-placed feedlot calves in western Canada. Bovine Practitioner. 47: 146– 151. doi: 10.21423/bovine-vol47no2p146-151 · DOI
- Van Eenennaam, A., H. Neibergs, C. Seabury, J. Taylor, Z. Wang, E. Scraggs, R. D. Schnabel, J. Decker, A. Wojtowicz, S. Aly, et al. 2014. Results of the BRD CAP project: progress toward identifying genetic markers associated with BRD susceptibility. Anim Health Res Rev. 15: 157– 160. doi: 10.1017/S1466252314000231 25384903 · DOI
- Vogel, G. J., S. B. Laudert, A. Zimmermann, C. A. Guthrie, G. D. Mechor, and G. M. Moore. 1998. Effects of tilmicosin on acute undifferentiated respiratory tract disease in newly arrived feedlot cattle. J. Am. Vet. Med. Assoc. 212: 1919– 1924. Available from https://www.cabdirect.org/cabdirect/abstract/19982215929 9638194
- White, B. J., and D. G. Renter. 2009. Bayesian estimation of the performance of using clinical observations and harvest lung lesions for diagnosing bovine respiratory disease in post-weaned beef calves. J. Vet. Diagn. Invest. 21: 446– 453. doi: 10.1177/104063870902100405 19564492 · DOI · Paper page
- Zeineldin, M. M., Y. M. Abd El-Raof, H. A. El-attar, and M. M. Ghanem. 2016. Lung ultrasonography and computer-aided scoring system as a diagnostic aid for bovine respiratory disease in feedlot cattle. Global Veterinaria. 17: 588– 594. Available from https://ssrn.com/abstract=2970595
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Prakoso, A. B., & Rees, G. M. (2026) · Frontiers in Veterinary Science · doi:10.3389/fvets.2026.1791479 · Cited by 1 · see citing works
“Nickell et al. (71) demonstrated that adopting risk-based targeted therapy can reduce broad-spectrum antibiotic use up to 43% while maintaining animal health outcomes.”
- Authors
- Nickell, J. S., Hutcheson, J. P., Renter, D. G., & Amrine, D. A.
- Affiliations
- Merck & Co., Inc., Rahway, NJ, USA (United States) (US)
- Merck Animal Health, De Soto, KS 66018
- Kansas State University (US)
- Corresponding author
- Nickell, Jason S
- Venue
- Translational Animal Science
- Publisher
- Oxford University Press (OUP)
- Published
- 2021-04-01
- Volume
- 5
- Issue
- 2
- Pages
- txab081-txab081
- ISSN
- 2573-2102 (ISSN-L)
- PMC
- PMC8246073
- OpenAlex
- W3159431489
- Cited by
- 16
- References
- 2
- Citations by year
- 2026: 4 · 2025: 4 · 2024: 1 · 2023: 2 · 2022: 4 · 2021: 1
- FWCI
- 1.41
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Translational Animal Science (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- 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 › Veterinary medicine and infectious diseases
- Keywords
- bovine respiratory disease, targeted antibiotic therapy, metaphylaxis, personalized risk prediction, beef calves, antibiotic use reduction, feed performance, carcass weight, antimicrobial stewardship, dry matter intake, average daily gain, feed efficiency, carcass grading
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