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$800,000 USDA Grant to Create Integrative Data Platform for Major Swine Diseases

A team of University of Minnesota College of Veterinary Medicine researchers led by Kimberly VanderWaal was recently awarded a 4-year, $800,000 Agriculture and Food Research Initiative (AFRI) grant from the United States Department of Agriculture (USDA) and the National Institute of Food and Agriculture (NIFA). The study aims to create an “integrative data science” platform to predict the ability of PRRSV-2 variants to provoke an immune response and spread across farms. The platform will use interconnected machine learning tools from structural biology, computational immunology, and genomic epidemiology.

The circulation of porcine reproductive and respiratory syndrome virus-type 2 (PRRSV-2) is a primary constraint to swine health and production. PRRSV-2 is a rapidly evolving RNA virus impacting roughly 30–50% of breeding farms. With an economic burden of over $600 million in the U.S. alone, PRRSV-2 is the most important endemic disease to the U.S. swine industry. 

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Causal Impact Of PRRS Dosing - Dr. Edison Magalhaes

Video: Causal Impact Of PRRS Dosing - Dr. Edison Magalhaes


In this episode of The Swine Health Blackbelt Podcast, Dr. Edison Magalhaes from Iowa State University presents findings from a large-scale retrospective cohort study evaluating the causal impact of full-dose PRRS immunization on nursery mortality. Using production data and advanced analytical methods, he explains how confounding factors changed the interpretation of results and highlights practical lessons for veterinarians and producers making data-driven decisions. Listen now on all major platforms!

Click here to read the full research article: https://pmc.ncbi.nlm.nih.gov/articles...

"Raw production data can mislead immunization decisions when confounding factors hide the real value of full-dose PRRS protocols."

Meet the guest: Dr. Edison Magalhaes / edison-magalhaes-9b37b812a is an Assistant Professor in the Department of Animal Science at Iowa State University and holds degrees in Veterinary Medicine, Business Administration, and advanced training through MSc and PhD programs. His research applies data science and epidemiological methods to large scale swine production systems, helping transform production records into practical decisions for health and performance. Listen to The Swine Health Blackbelt Podcast featuring Dr. Edison Magalhaes on all major platforms.