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Transcriptomic meta-analysis reveals up-regulation of gene expression functional in osteoclast differentiation in human septic shock

Septic shock is a major medical problem with high morbidity and mortality and incompletely understood biology. Integration of multiple data sets into a single analysis framework empowers discovery of new knowledge about the condition that may have been missed by individual analysis of each of these...

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Autores principales: Mukhopadhyay, Samanwoy, Thatoi, Pravat K., Pandey, Abhay D., Das, Bidyut K., Ravindran, Balachandran, Bhattacharjee, Samsiddhi, Mohapatra, Saroj K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5310888/
https://www.ncbi.nlm.nih.gov/pubmed/28199355
http://dx.doi.org/10.1371/journal.pone.0171689
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author Mukhopadhyay, Samanwoy
Thatoi, Pravat K.
Pandey, Abhay D.
Das, Bidyut K.
Ravindran, Balachandran
Bhattacharjee, Samsiddhi
Mohapatra, Saroj K.
author_facet Mukhopadhyay, Samanwoy
Thatoi, Pravat K.
Pandey, Abhay D.
Das, Bidyut K.
Ravindran, Balachandran
Bhattacharjee, Samsiddhi
Mohapatra, Saroj K.
author_sort Mukhopadhyay, Samanwoy
collection PubMed
description Septic shock is a major medical problem with high morbidity and mortality and incompletely understood biology. Integration of multiple data sets into a single analysis framework empowers discovery of new knowledge about the condition that may have been missed by individual analysis of each of these datasets. Electronic search was performed on medical literature and gene expression databases for selection of transcriptomic studies done in circulating leukocytes from human subjects suffering from septic shock. Gene-level meta-analysis was conducted on the six selected studies to identify the genes consistently differentially expressed in septic shock. This was followed by pathway-level analysis using three different algorithms (ORA, GSEA, SPIA). The identified up-regulated pathway, Osteoclast differentiation pathway (hsa04380) was validated in two independent cohorts. Of the pathway, 25 key genes were selected that serve as an expression signature of Septic Shock.
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spelling pubmed-53108882017-03-03 Transcriptomic meta-analysis reveals up-regulation of gene expression functional in osteoclast differentiation in human septic shock Mukhopadhyay, Samanwoy Thatoi, Pravat K. Pandey, Abhay D. Das, Bidyut K. Ravindran, Balachandran Bhattacharjee, Samsiddhi Mohapatra, Saroj K. PLoS One Research Article Septic shock is a major medical problem with high morbidity and mortality and incompletely understood biology. Integration of multiple data sets into a single analysis framework empowers discovery of new knowledge about the condition that may have been missed by individual analysis of each of these datasets. Electronic search was performed on medical literature and gene expression databases for selection of transcriptomic studies done in circulating leukocytes from human subjects suffering from septic shock. Gene-level meta-analysis was conducted on the six selected studies to identify the genes consistently differentially expressed in septic shock. This was followed by pathway-level analysis using three different algorithms (ORA, GSEA, SPIA). The identified up-regulated pathway, Osteoclast differentiation pathway (hsa04380) was validated in two independent cohorts. Of the pathway, 25 key genes were selected that serve as an expression signature of Septic Shock. Public Library of Science 2017-02-15 /pmc/articles/PMC5310888/ /pubmed/28199355 http://dx.doi.org/10.1371/journal.pone.0171689 Text en © 2017 Mukhopadhyay 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
Mukhopadhyay, Samanwoy
Thatoi, Pravat K.
Pandey, Abhay D.
Das, Bidyut K.
Ravindran, Balachandran
Bhattacharjee, Samsiddhi
Mohapatra, Saroj K.
Transcriptomic meta-analysis reveals up-regulation of gene expression functional in osteoclast differentiation in human septic shock
title Transcriptomic meta-analysis reveals up-regulation of gene expression functional in osteoclast differentiation in human septic shock
title_full Transcriptomic meta-analysis reveals up-regulation of gene expression functional in osteoclast differentiation in human septic shock
title_fullStr Transcriptomic meta-analysis reveals up-regulation of gene expression functional in osteoclast differentiation in human septic shock
title_full_unstemmed Transcriptomic meta-analysis reveals up-regulation of gene expression functional in osteoclast differentiation in human septic shock
title_short Transcriptomic meta-analysis reveals up-regulation of gene expression functional in osteoclast differentiation in human septic shock
title_sort transcriptomic meta-analysis reveals up-regulation of gene expression functional in osteoclast differentiation in human septic shock
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5310888/
https://www.ncbi.nlm.nih.gov/pubmed/28199355
http://dx.doi.org/10.1371/journal.pone.0171689
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