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Corzo, C.

Publications and source records attributed to Corzo, C..

4 recordsLinked to original sources

Identifying control strategies to eliminate African swine fever from the United States swine industry in under 12 months

With the rising risk of African swine fever (ASF) introduction into the U.S., there is substantial emphasis on preparation for an epidemic to mitigate the economic and societal impacts. Mathematical models represent a vital tool for simulating future epidemics and examining the effectiveness of response strategies. This study expands on our spatially explicit stochastic compartmental farm-level transmission model, PigSpread-ASF, to identify the control strategies necessary to eliminate ASF from domestic swine populations in three, six, nine, and twelve months. We achieved this by incrementally increasing the intensity of the control actions detailed in the USDAs national response plan, which consists of i) quarantine and depopulation of detected farms; ii) a 72-hour movement standstill; iii) contact tracing with subsequent diagnostic testing; and iv) the implementation of control areas (infected and buffer zone) and surveillance zones (including routine diagnostic testing, pre-permit testing and movement restrictions). For this model, ASF was deemed eliminated after three consecutive months of no new ASF cases following each time period, as determined by WOAH. Our results indicate that the current national response plan would need to i) increase radii and duration of control areas and surveillance zones, ii) extend the traceback and quarantine for contact farms; iii) extend the movement standstill; iv) prohibit repopulation of depopulated farms; and v) quicker baseline detection of ASF, at varying intensities, to eliminate ASF within three, six, nine and twelve months. The elimination of ASF in 12-months required extension of the buffer zone radius to 5 km and maintenance of the control areas and surveillance zones for 60 days, a traceback and quarantine of 60 and 30 days for the contact tracing, and a standstill of 30 days. In contrast, the three-month scenario required extension of the infected zone, buffer zone and surveillance zone radii to 20 km each and maintenance of the control area and surveillance zones for 90 days, a traceback and quarantine of 90 days for contact tracing, and a standstill of 90 days. By intensifying the current national response plan, ASF would likely be eliminated within 12-months of its introduction. However, it is pertinent to consider the limitations posed by resource capacities and the impact that intensifying control may have on business continuity. Nevertheless, our study provides beneficial guidance to aid preparation for a future ASF introduction and estimates the infrastructure and personnel required to bring an epidemic under control promptly.

ecology↗

Modeling the effects of vaccination against multiple strains of porcine reproductive and respiratory syndrome at the barn level

Porcine reproductive and respiratory syndrome (PRRSV) remains costly for the swine industry. Measures intended to irradicate or reduce the prevalence of PRRSV have limited effectiveness. Vaccination, the primary control strategy for PRRSV, has yet to be thoroughly investigated to ensure an optimal strategy is being implemented. Due to insufficient cross-immunity between strains, it is prudent to administer the most influential vaccine for the most dominant or threatening PRRSV strain in circulation at a given time. With this in mind, we demonstrated the benefits of targeted vaccination using metapopulation-based modeling. By using up-to-date data describing real farms to simulate the effects of variable vaccine efficacy in both a single and a double strain system, we showed that tailoring vaccines to prevalent PRRSV strains reduces infections, but using multiple vaccines may be more effective if strains vary in vaccine response. Therefore, the impact of the strain-specific effectiveness of market vaccines, paired with computational methods that allow tracking the effects on PRRVS dissemination at individual barns.

ecology↗

Estimating the effectiveness of control and eradication actions on African swine fever transmission in commercial swine populations in the United States

Given the proximity of African swine fever (ASF) to the U.S., there is an urgent need to better understand the possible dissemination pathways of the virus within the U.S. swine industry and to evaluate mitigation strategies. Here, we extended PigSpread, a farm-level spatially-explicit stochastic compartmental transmission model incorporating six transmission routes including between-farm swine movements, vehicle movements, and local spread, to model the dissemination of ASF. We then examined the effectiveness of control actions similar to the ASF national response plan. The average number of secondary infections during the first 60 days of the outbreak was 49 finisher farms, 17 nursery farms, 5 sow farms, and less than one farm in other production types. The between-farm movements of swine were the predominant route of ASF transmission with an average contribution of 71.1%, while local spread and movement of vehicles were less critical with average contributions of 14.6% and 14.4%. We demonstrated that the combination of quarantine, depopulation, movement restrictions, contact tracing, and enhanced surveillance, was the most effective mitigation strategy, resulting in an average reduction of 79.0% of secondary cases by day 140 of the outbreak. Implementing these control actions led to a median of 495,619 depopulated animals, 357,789 diagnostic tests, and 54,522 movement permits. Our results suggest that the successful elimination of an ASF outbreak is likely to require the deployment of all control actions listed in the ASF national response plan for more than 140 days, as well as estimating the resources needed for depopulation, testing, and movement permits under these controls.

ecology↗

Modelling porcine reproductive and respiratory syndrome virus dynamics to quantify the contribution of multiple modes of transmission: between-farm animal and vehicle movements, farm-to-farm proximity, feed ingredients, and re-break

Accounting for multiple modes of livestock disease dissemination in epidemiological models remains a challenge. We developed and calibrated a mathematical model for transmission of porcine reproductive and respiratory syndrome virus (PRRSV), tailored to fit nine modes of between-farm transmission pathways including: farm-to-farm proximity (local transmission), contact network of batches of pigs transferred between farms (pig movements), re-break probabilities for farms with previous PRRSV outbreaks, with the addition of four different contact networks of transportation vehicles (vehicles to transport pigs to farms, pigs to markets, feed and crew) and the amount of animal by-products within feed ingredients (e.g. animal fat or meat and bone meal). The model was calibrated on weekly PRRSV outbreaks data. We assessed the role of each transmission pathway considering the dynamics of specific types of production (i.e., sow, nursery). Although our results estimated that the networks formed by transportation vehicles were more densely connected than the network of pigs transported between-farms, pig movements and farm proximity were the main PRRSV transmission routes regardless of farm types. Among the four vehicle networks, vehicles transporting pigs to farms explained a large proportion of infections, sow = 20.9%; nursery = 15%; and finisher = 20.6%. The animal by-products showed a limited association with PRRSV outbreaks through descriptive analysis, and our model results showed that the contribution of animal fat contributed only 2.5% and meat and bone meal only 0.03% of the infected sow farms. Our work demonstrated the contribution of multiple routes of PRRSV dissemination, which has not been deeply explored before. It also provides strong evidence to support the need for cautious, measured PRRSV control strategies for transportation vehicles and further research for feed by-products modeling. Finally, this study provides valuable information and opportunities for the swine industry to focus effort on the most relevant modes of PRRSV between-farm transmission.

ecology↗