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The frontline of immune response in peripheral blood
Peripheral blood is an attractive source for the discovery of disease biomarkers. Gene expression profiling of whole blood or its components has been widely conducted for various diseases. However, due to population heterogeneity and the dynamic nature of gene expression, certain biomarkers discover...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5542476/ https://www.ncbi.nlm.nih.gov/pubmed/28771541 http://dx.doi.org/10.1371/journal.pone.0182294 |
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author | Song, Fuhai Qian, Ying Peng, Xing Li, Xiuhui Xing, Peiqi Ye, Dongqing Lei, Hongxing |
author_facet | Song, Fuhai Qian, Ying Peng, Xing Li, Xiuhui Xing, Peiqi Ye, Dongqing Lei, Hongxing |
author_sort | Song, Fuhai |
collection | PubMed |
description | Peripheral blood is an attractive source for the discovery of disease biomarkers. Gene expression profiling of whole blood or its components has been widely conducted for various diseases. However, due to population heterogeneity and the dynamic nature of gene expression, certain biomarkers discovered from blood transcriptome studies could not be replicated in independent studies. In the meantime, it’s also important to know whether a reliable biomarker is shared by several diseases or specific to certain health conditions. We hypothesized that common mechanism of immune response in blood may be shared by different diseases. Under this hypothesis, we surveyed publicly available transcriptome data on infectious and autoimmune diseases derived from peripheral blood. We examined to which extent common gene dys-regulation existed in different diseases. We also investigated whether the commonly dys-regulated genes could serve as reliable biomarkers. First, we found that a limited number of genes are frequently dys-regulated in infectious and autoimmune diseases, from which we selected 10 genes co-dysregulated in viral infections and another set of 10 genes co-dysregulated in bacterial infections. In addition to its ability to distinguish viral infections from bacterial infections, these 20 genes could assist in disease classification and monitoring of treatment effect for several infectious and autoimmune diseases. In some cases, a single gene is sufficient to serve this purpose. It was interesting that dys-regulation of these 20 genes were also observed in other types of diseases including cancer and stroke where certain genes could also serve as biomarkers for diagnosis or prognosis. Furthermore, we demonstrated that this set of 20 genes could also be used in continuous monitoring of personal health. The rich information from these commonly dys-regulated genes may find its wide application in clinical practice and personal healthcare. More validation studies and in-depth investigations are warranted in the future. |
format | Online Article Text |
id | pubmed-5542476 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-55424762017-08-12 The frontline of immune response in peripheral blood Song, Fuhai Qian, Ying Peng, Xing Li, Xiuhui Xing, Peiqi Ye, Dongqing Lei, Hongxing PLoS One Research Article Peripheral blood is an attractive source for the discovery of disease biomarkers. Gene expression profiling of whole blood or its components has been widely conducted for various diseases. However, due to population heterogeneity and the dynamic nature of gene expression, certain biomarkers discovered from blood transcriptome studies could not be replicated in independent studies. In the meantime, it’s also important to know whether a reliable biomarker is shared by several diseases or specific to certain health conditions. We hypothesized that common mechanism of immune response in blood may be shared by different diseases. Under this hypothesis, we surveyed publicly available transcriptome data on infectious and autoimmune diseases derived from peripheral blood. We examined to which extent common gene dys-regulation existed in different diseases. We also investigated whether the commonly dys-regulated genes could serve as reliable biomarkers. First, we found that a limited number of genes are frequently dys-regulated in infectious and autoimmune diseases, from which we selected 10 genes co-dysregulated in viral infections and another set of 10 genes co-dysregulated in bacterial infections. In addition to its ability to distinguish viral infections from bacterial infections, these 20 genes could assist in disease classification and monitoring of treatment effect for several infectious and autoimmune diseases. In some cases, a single gene is sufficient to serve this purpose. It was interesting that dys-regulation of these 20 genes were also observed in other types of diseases including cancer and stroke where certain genes could also serve as biomarkers for diagnosis or prognosis. Furthermore, we demonstrated that this set of 20 genes could also be used in continuous monitoring of personal health. The rich information from these commonly dys-regulated genes may find its wide application in clinical practice and personal healthcare. More validation studies and in-depth investigations are warranted in the future. Public Library of Science 2017-08-03 /pmc/articles/PMC5542476/ /pubmed/28771541 http://dx.doi.org/10.1371/journal.pone.0182294 Text en © 2017 Song et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Song, Fuhai Qian, Ying Peng, Xing Li, Xiuhui Xing, Peiqi Ye, Dongqing Lei, Hongxing The frontline of immune response in peripheral blood |
title | The frontline of immune response in peripheral blood |
title_full | The frontline of immune response in peripheral blood |
title_fullStr | The frontline of immune response in peripheral blood |
title_full_unstemmed | The frontline of immune response in peripheral blood |
title_short | The frontline of immune response in peripheral blood |
title_sort | frontline of immune response in peripheral blood |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5542476/ https://www.ncbi.nlm.nih.gov/pubmed/28771541 http://dx.doi.org/10.1371/journal.pone.0182294 |
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