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Article

Analytic and Diagnostic Validation of a Targeted Next-Generation Sequencing Panel for Common and Emerging Swine Respiratory Pathogens

by
Nelly O. Elshafie
1,* and
Rebecca P. Wilkes
1,2,*
1
Willie M. Reed Animal Disease Diagnostic Laboratory, Department of Comparative Pathobiology, College of Veterinary Medicine, Purdue University, West Lafayette, IN 47907, USA
2
Veterinary Diagnostic Laboratory, University of Kentucky, Lexington, KY 40511, USA
*
Authors to whom correspondence should be addressed.
Microorganisms 2026, 14(5), 1159; https://doi.org/10.3390/microorganisms14051159
Submission received: 7 April 2026 / Revised: 16 May 2026 / Accepted: 16 May 2026 / Published: 20 May 2026
(This article belongs to the Section Microbial Biotechnology)

Abstract

Respiratory disease remains one of the mostly costly challenges in the U.S. swine industry and is frequently associated with polymicrobial infections. Routine qPCR assays are highly sensitive but are limited in multiplexing capacity and generally do not provide sequencing information for pathogen characterization. We hypothesized that a target next-generation sequencing (tNGS) panel could provide the broad, simultaneous detection of swine respiratory pathogens while preserving clinically relevant sensitivity. A multiplex Ion Torrent tNGS panel was developed and analytically validated using 20 serially diluted qPCR-positive clinical samples and synthetic gBlock controls, followed by diagnostic validation with 25 qPCR positive and 25 qPCR negative respiratory samples. Most targets were detected across clinically relevant pathogens concentrations. Actinobacillus suis primers showed nonspecific amplification, streptococcus suis serotyping was not consistently achievable in clinical samples, and porcine reproductive and respiratory syndrome virus typing was limited to distinguishing North American and European genotypes. Diagnostic agreement with routine qPCR was high (Cohen’s κ = 0.84), although sensitivity decreased for low-abundance targets. The assay detected mixed infections and additional organisms outside routine qPCR panels. These findings support tNGS as a complementary diagnostic and surveillance tool for swine respiratory disease.
Keywords: swine respiratory disease; targeted NGS; Ion Torrent; multiplex diagnostics; pathogen surveillance swine respiratory disease; targeted NGS; Ion Torrent; multiplex diagnostics; pathogen surveillance

Share and Cite

MDPI and ACS Style

Elshafie, N.O.; Wilkes, R.P. Analytic and Diagnostic Validation of a Targeted Next-Generation Sequencing Panel for Common and Emerging Swine Respiratory Pathogens. Microorganisms 2026, 14, 1159. https://doi.org/10.3390/microorganisms14051159

AMA Style

Elshafie NO, Wilkes RP. Analytic and Diagnostic Validation of a Targeted Next-Generation Sequencing Panel for Common and Emerging Swine Respiratory Pathogens. Microorganisms. 2026; 14(5):1159. https://doi.org/10.3390/microorganisms14051159

Chicago/Turabian Style

Elshafie, Nelly O., and Rebecca P. Wilkes. 2026. "Analytic and Diagnostic Validation of a Targeted Next-Generation Sequencing Panel for Common and Emerging Swine Respiratory Pathogens" Microorganisms 14, no. 5: 1159. https://doi.org/10.3390/microorganisms14051159

APA Style

Elshafie, N. O., & Wilkes, R. P. (2026). Analytic and Diagnostic Validation of a Targeted Next-Generation Sequencing Panel for Common and Emerging Swine Respiratory Pathogens. Microorganisms, 14(5), 1159. https://doi.org/10.3390/microorganisms14051159

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