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Identification of serum proteomic biomarkers for early porcine reproductive and respiratory syndrome (PRRS) infection
BACKGROUND: Porcine reproductive and respiratory syndrome (PRRS) is one of the most significant swine diseases worldwide. Despite its relevance, serum biomarkers associated with early-onset viral infection, when clinical signs are not detectable and the disease is characterized by a weak anti-viral...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3492009/ https://www.ncbi.nlm.nih.gov/pubmed/22873815 http://dx.doi.org/10.1186/1477-5956-10-48 |
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author | Genini, Sem Paternoster, Thomas Costa, Alessia Botti, Sara Luini, Mario Vittorio Caprera, Andrea Giuffra, Elisabetta |
author_facet | Genini, Sem Paternoster, Thomas Costa, Alessia Botti, Sara Luini, Mario Vittorio Caprera, Andrea Giuffra, Elisabetta |
author_sort | Genini, Sem |
collection | PubMed |
description | BACKGROUND: Porcine reproductive and respiratory syndrome (PRRS) is one of the most significant swine diseases worldwide. Despite its relevance, serum biomarkers associated with early-onset viral infection, when clinical signs are not detectable and the disease is characterized by a weak anti-viral response and persistent infection, have not yet been identified. Surface-enhanced laser desorption ionization time of flight mass spectrometry (SELDI-TOF MS) is a reproducible, accurate, and simple method for the identification of biomarker proteins related to disease in serum. This work describes the SELDI-TOF MS analyses of sera of 60 PRRSV-positive and 60 PRRSV-negative, as measured by PCR, asymptomatic Large White piglets at weaning. Sera with comparable and low content of hemoglobin (< 4.52 μg/mL) were fractionated in 6 different fractions by anion-exchange chromatography and protein profiles in the mass range 1–200 kDa were obtained with the CM10, IMAC30, and H50 surfaces. RESULTS: A total of 200 significant peaks (p < 0.05) were identified in the initial discovery phase of the study and 47 of them were confirmed in the validation phase. The majority of peaks (42) were up-regulated in PRRSV-positive piglets, while 5 were down-regulated. A panel of 14 discriminatory peaks identified in fraction 1 (pH = 9), on the surface CM10, and acquired at low focus mass provided a serum protein profile diagnostic pattern that enabled to discriminate between PRRSV-positive and -negative piglets with a sensitivity and specificity of 77% and 73%, respectively. CONCLUSIONS: SELDI-TOF MS profiling of sera from PRRSV-positive and PRRSV-negative asymptomatic piglets provided a proteomic signature with large scale diagnostic potential for early identification of PRRSV infection in weaning piglets. Furthermore, SELDI-TOF protein markers represent a refined phenotype of PRRSV infection that might be useful for whole genome association studies. |
format | Online Article Text |
id | pubmed-3492009 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-34920092012-11-08 Identification of serum proteomic biomarkers for early porcine reproductive and respiratory syndrome (PRRS) infection Genini, Sem Paternoster, Thomas Costa, Alessia Botti, Sara Luini, Mario Vittorio Caprera, Andrea Giuffra, Elisabetta Proteome Sci Research BACKGROUND: Porcine reproductive and respiratory syndrome (PRRS) is one of the most significant swine diseases worldwide. Despite its relevance, serum biomarkers associated with early-onset viral infection, when clinical signs are not detectable and the disease is characterized by a weak anti-viral response and persistent infection, have not yet been identified. Surface-enhanced laser desorption ionization time of flight mass spectrometry (SELDI-TOF MS) is a reproducible, accurate, and simple method for the identification of biomarker proteins related to disease in serum. This work describes the SELDI-TOF MS analyses of sera of 60 PRRSV-positive and 60 PRRSV-negative, as measured by PCR, asymptomatic Large White piglets at weaning. Sera with comparable and low content of hemoglobin (< 4.52 μg/mL) were fractionated in 6 different fractions by anion-exchange chromatography and protein profiles in the mass range 1–200 kDa were obtained with the CM10, IMAC30, and H50 surfaces. RESULTS: A total of 200 significant peaks (p < 0.05) were identified in the initial discovery phase of the study and 47 of them were confirmed in the validation phase. The majority of peaks (42) were up-regulated in PRRSV-positive piglets, while 5 were down-regulated. A panel of 14 discriminatory peaks identified in fraction 1 (pH = 9), on the surface CM10, and acquired at low focus mass provided a serum protein profile diagnostic pattern that enabled to discriminate between PRRSV-positive and -negative piglets with a sensitivity and specificity of 77% and 73%, respectively. CONCLUSIONS: SELDI-TOF MS profiling of sera from PRRSV-positive and PRRSV-negative asymptomatic piglets provided a proteomic signature with large scale diagnostic potential for early identification of PRRSV infection in weaning piglets. Furthermore, SELDI-TOF protein markers represent a refined phenotype of PRRSV infection that might be useful for whole genome association studies. BioMed Central 2012-08-08 /pmc/articles/PMC3492009/ /pubmed/22873815 http://dx.doi.org/10.1186/1477-5956-10-48 Text en Copyright ©2012 Genini et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Genini, Sem Paternoster, Thomas Costa, Alessia Botti, Sara Luini, Mario Vittorio Caprera, Andrea Giuffra, Elisabetta Identification of serum proteomic biomarkers for early porcine reproductive and respiratory syndrome (PRRS) infection |
title | Identification of serum proteomic biomarkers for early porcine reproductive and respiratory syndrome (PRRS) infection |
title_full | Identification of serum proteomic biomarkers for early porcine reproductive and respiratory syndrome (PRRS) infection |
title_fullStr | Identification of serum proteomic biomarkers for early porcine reproductive and respiratory syndrome (PRRS) infection |
title_full_unstemmed | Identification of serum proteomic biomarkers for early porcine reproductive and respiratory syndrome (PRRS) infection |
title_short | Identification of serum proteomic biomarkers for early porcine reproductive and respiratory syndrome (PRRS) infection |
title_sort | identification of serum proteomic biomarkers for early porcine reproductive and respiratory syndrome (prrs) infection |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3492009/ https://www.ncbi.nlm.nih.gov/pubmed/22873815 http://dx.doi.org/10.1186/1477-5956-10-48 |
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