Evaluating postmortem tongue fluids as a tool for monitoring PRRSV and IAV in the post-wean phases of swine production

Abstract Background Porcine reproductive and respiratory syndrome virus (PRRSV) and influenza A virus (IAV) are swine pathogens that can significantly impact the performance of post-weaning pigs. While oral fluid (OF) samples are widely used for monitoring these viruses, postmortem tongue fluid (TF)...

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Main Authors: Onyekachukwu Henry Osemeke, Isadora Machado, Mafalda Mil-Homens, Grant Allison, Michael Paustian, Daniel C. L. Linhares, Gustavo S. Silva
Format: Article
Language:English
Published: BMC 2025-04-01
Series:Porcine Health Management
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Online Access:https://doi.org/10.1186/s40813-025-00432-x
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author Onyekachukwu Henry Osemeke
Isadora Machado
Mafalda Mil-Homens
Grant Allison
Michael Paustian
Daniel C. L. Linhares
Gustavo S. Silva
author_facet Onyekachukwu Henry Osemeke
Isadora Machado
Mafalda Mil-Homens
Grant Allison
Michael Paustian
Daniel C. L. Linhares
Gustavo S. Silva
author_sort Onyekachukwu Henry Osemeke
collection DOAJ
description Abstract Background Porcine reproductive and respiratory syndrome virus (PRRSV) and influenza A virus (IAV) are swine pathogens that can significantly impact the performance of post-weaning pigs. While oral fluid (OF) samples are widely used for monitoring these viruses, postmortem tongue fluid (TF) samples present a cost-effective alternative with potential advantages in viral detection. This study aimed to compare the performance of TF and OF samples collected from nursery and finishing pig herds in detecting PRRSV and IAV using reverse transcription-quantitative polymerase chain reaction (RT-qPCR). A Bayesian latent class model was used to estimate diagnostic sensitivity and specificity for TF and OF under the assumption of conditional independence. The study also examined the relationship between mortality rates and RT-qPCR outcomes, the success rate of Sanger sequencing for the PRRSV ORF-5 region, and the effect of pooling daily aggregated TF samples on the probability of PRRSV detection. Results IAV was detected in 34.9% of OF samples and 30.2% of TF samples, while PRRSV was identified in 67.4% of OF and 53.5% of TF samples. TF samples had a significantly lower mean Ct for PRRSV (29.1) compared to OF samples (32.8) but had a similar Ct (30.9) to OF (29.7) for IAV. The hierarchical latent class Bayesian model estimated the sensitivity and specificity values for OF as 37.3% and 61.7% for IAV, and 64.3% and 35.1% for PRRSV. The estimated sensitivity and specificity values for TF were 33.5% and 66.0% for IAV, and 53.0% and 47.0% for PRRSV. Among 22 matched TF and OF pairs submitted for PRRSV sequencing, 45.5% of OF samples and 63.6% of TF samples were successfully sequenced, with the higher success rate for TF attributed to having lower Ct values. Additionally, mortality rates were notably higher when PRRSV was detected, especially in cases with concurrent IAV detection. Regarding sample pooling, our results indicated that pooling TF samples significantly increased detection probabilities, with a 1/7 dilution achieving a 79% RT-qPCR detection rate, compared to a detection rate of 14.3% when testing a single day's TF sample from a week with only one positive day. Conclusion The findings support the use of TF samples as a viable complement or alternative to OF samples for PRRSV and IAV surveillance in post-weaning pigs when mortalities are available. The cost-efficiency of TF sampling can enhance monitoring compliance, improve early pathogen detection, and facilitate timely responses to emerging threats in swine production. This study advocates for the adoption of TF as a risk-based sampling strategy in nursery and grow-finish settings, complementing live animal samples such as OF, ultimately contributing to better herd health management.
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spelling doaj-art-9bce076a765f4849b9d4da154ab172ef2025-08-20T02:11:49ZengBMCPorcine Health Management2055-56602025-04-0111111310.1186/s40813-025-00432-xEvaluating postmortem tongue fluids as a tool for monitoring PRRSV and IAV in the post-wean phases of swine productionOnyekachukwu Henry Osemeke0Isadora Machado1Mafalda Mil-Homens2Grant Allison3Michael Paustian4Daniel C. L. Linhares5Gustavo S. Silva6Veterinary Diagnostic and Production Animal Medicine, College of Veterinary Medicine, Iowa State UniversityVeterinary Diagnostic and Production Animal Medicine, College of Veterinary Medicine, Iowa State UniversityVeterinary Diagnostic and Production Animal Medicine, College of Veterinary Medicine, Iowa State UniversityWalcott Veterinary ClinicPaustian EnterprisesVeterinary Diagnostic and Production Animal Medicine, College of Veterinary Medicine, Iowa State UniversityVeterinary Diagnostic and Production Animal Medicine, College of Veterinary Medicine, Iowa State UniversityAbstract Background Porcine reproductive and respiratory syndrome virus (PRRSV) and influenza A virus (IAV) are swine pathogens that can significantly impact the performance of post-weaning pigs. While oral fluid (OF) samples are widely used for monitoring these viruses, postmortem tongue fluid (TF) samples present a cost-effective alternative with potential advantages in viral detection. This study aimed to compare the performance of TF and OF samples collected from nursery and finishing pig herds in detecting PRRSV and IAV using reverse transcription-quantitative polymerase chain reaction (RT-qPCR). A Bayesian latent class model was used to estimate diagnostic sensitivity and specificity for TF and OF under the assumption of conditional independence. The study also examined the relationship between mortality rates and RT-qPCR outcomes, the success rate of Sanger sequencing for the PRRSV ORF-5 region, and the effect of pooling daily aggregated TF samples on the probability of PRRSV detection. Results IAV was detected in 34.9% of OF samples and 30.2% of TF samples, while PRRSV was identified in 67.4% of OF and 53.5% of TF samples. TF samples had a significantly lower mean Ct for PRRSV (29.1) compared to OF samples (32.8) but had a similar Ct (30.9) to OF (29.7) for IAV. The hierarchical latent class Bayesian model estimated the sensitivity and specificity values for OF as 37.3% and 61.7% for IAV, and 64.3% and 35.1% for PRRSV. The estimated sensitivity and specificity values for TF were 33.5% and 66.0% for IAV, and 53.0% and 47.0% for PRRSV. Among 22 matched TF and OF pairs submitted for PRRSV sequencing, 45.5% of OF samples and 63.6% of TF samples were successfully sequenced, with the higher success rate for TF attributed to having lower Ct values. Additionally, mortality rates were notably higher when PRRSV was detected, especially in cases with concurrent IAV detection. Regarding sample pooling, our results indicated that pooling TF samples significantly increased detection probabilities, with a 1/7 dilution achieving a 79% RT-qPCR detection rate, compared to a detection rate of 14.3% when testing a single day's TF sample from a week with only one positive day. Conclusion The findings support the use of TF samples as a viable complement or alternative to OF samples for PRRSV and IAV surveillance in post-weaning pigs when mortalities are available. The cost-efficiency of TF sampling can enhance monitoring compliance, improve early pathogen detection, and facilitate timely responses to emerging threats in swine production. This study advocates for the adoption of TF as a risk-based sampling strategy in nursery and grow-finish settings, complementing live animal samples such as OF, ultimately contributing to better herd health management.https://doi.org/10.1186/s40813-025-00432-xSwineTongueTissue fluidsPRRSVInfluenzaRT-qPCR
spellingShingle Onyekachukwu Henry Osemeke
Isadora Machado
Mafalda Mil-Homens
Grant Allison
Michael Paustian
Daniel C. L. Linhares
Gustavo S. Silva
Evaluating postmortem tongue fluids as a tool for monitoring PRRSV and IAV in the post-wean phases of swine production
Porcine Health Management
Swine
Tongue
Tissue fluids
PRRSV
Influenza
RT-qPCR
title Evaluating postmortem tongue fluids as a tool for monitoring PRRSV and IAV in the post-wean phases of swine production
title_full Evaluating postmortem tongue fluids as a tool for monitoring PRRSV and IAV in the post-wean phases of swine production
title_fullStr Evaluating postmortem tongue fluids as a tool for monitoring PRRSV and IAV in the post-wean phases of swine production
title_full_unstemmed Evaluating postmortem tongue fluids as a tool for monitoring PRRSV and IAV in the post-wean phases of swine production
title_short Evaluating postmortem tongue fluids as a tool for monitoring PRRSV and IAV in the post-wean phases of swine production
title_sort evaluating postmortem tongue fluids as a tool for monitoring prrsv and iav in the post wean phases of swine production
topic Swine
Tongue
Tissue fluids
PRRSV
Influenza
RT-qPCR
url https://doi.org/10.1186/s40813-025-00432-x
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