Metabolomic and inflammatory mediator based biomarker profiling as a potential novel method to aid pediatric appendicitis identification.

Various limitations hinder the timely and accurate diagnosis of appendicitis in pediatric patients. The present study aims to investigate the potential of metabolomics and cytokine profiling for improving the diagnosis of pediatric appendicitis. Serum and plasma samples were collected from pediatric...

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Main Authors: Nusrat S Shommu, Craig N Jenne, Jaime Blackwood, Ari R Joffe, Dori-Ann Martin, Graham C Thompson, Hans J Vogel
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5846776?pdf=render
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spelling doaj-269c57769f3047a1ac88c62dd5e0160f2020-11-25T02:02:57ZengPublic Library of Science (PLoS)PLoS ONE1932-62032018-01-01133e019356310.1371/journal.pone.0193563Metabolomic and inflammatory mediator based biomarker profiling as a potential novel method to aid pediatric appendicitis identification.Nusrat S ShommuCraig N JenneJaime BlackwoodAri R JoffeDori-Ann MartinGraham C ThompsonHans J VogelVarious limitations hinder the timely and accurate diagnosis of appendicitis in pediatric patients. The present study aims to investigate the potential of metabolomics and cytokine profiling for improving the diagnosis of pediatric appendicitis. Serum and plasma samples were collected from pediatric patients for metabolic and inflammatory mediator analyses respectively. Targeted metabolic profiling was performed using Proton Nuclear Magnetic Resonance Spectroscopy and Flow Injection Analysis Mass Spectrometry/Mass Spectrometry and targeted cytokine/chemokine profiling was completed using a multiplex platform to compare children with and without appendicitis. Twenty-three children with appendicitis and 35 control children without appendicitis from the Alberta Sepsis Network pediatric cohorts were included. Metabolomic profiling revealed clear separation between the two groups with very good sensitivity (80%), specificity (97%), and AUROC (0.93 ± 0.05) values. Inflammatory mediator analysis also distinguished the two groups with high sensitivity (82%), specificity (100%), and AUROC (0.97 ± 0.02) values. A biopattern comprised of 9 metabolites and 7 inflammatory compounds was detected to be significant for the separation between appendicitis and control groups. Integration of these 16 significant compounds resulted in a combined metabolic and cytokine profile that also demonstrated strong separation between the two groups with 81% sensitivity, 100% specificity and AUROC value of 0.96 ± 0.03. The study demonstrated that metabolomics and cytokine mediator profiling is capable of distinguishing children with appendicitis from those without. These results suggest a potential new approach for improving the identification of appendicitis in children.http://europepmc.org/articles/PMC5846776?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Nusrat S Shommu
Craig N Jenne
Jaime Blackwood
Ari R Joffe
Dori-Ann Martin
Graham C Thompson
Hans J Vogel
spellingShingle Nusrat S Shommu
Craig N Jenne
Jaime Blackwood
Ari R Joffe
Dori-Ann Martin
Graham C Thompson
Hans J Vogel
Metabolomic and inflammatory mediator based biomarker profiling as a potential novel method to aid pediatric appendicitis identification.
PLoS ONE
author_facet Nusrat S Shommu
Craig N Jenne
Jaime Blackwood
Ari R Joffe
Dori-Ann Martin
Graham C Thompson
Hans J Vogel
author_sort Nusrat S Shommu
title Metabolomic and inflammatory mediator based biomarker profiling as a potential novel method to aid pediatric appendicitis identification.
title_short Metabolomic and inflammatory mediator based biomarker profiling as a potential novel method to aid pediatric appendicitis identification.
title_full Metabolomic and inflammatory mediator based biomarker profiling as a potential novel method to aid pediatric appendicitis identification.
title_fullStr Metabolomic and inflammatory mediator based biomarker profiling as a potential novel method to aid pediatric appendicitis identification.
title_full_unstemmed Metabolomic and inflammatory mediator based biomarker profiling as a potential novel method to aid pediatric appendicitis identification.
title_sort metabolomic and inflammatory mediator based biomarker profiling as a potential novel method to aid pediatric appendicitis identification.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2018-01-01
description Various limitations hinder the timely and accurate diagnosis of appendicitis in pediatric patients. The present study aims to investigate the potential of metabolomics and cytokine profiling for improving the diagnosis of pediatric appendicitis. Serum and plasma samples were collected from pediatric patients for metabolic and inflammatory mediator analyses respectively. Targeted metabolic profiling was performed using Proton Nuclear Magnetic Resonance Spectroscopy and Flow Injection Analysis Mass Spectrometry/Mass Spectrometry and targeted cytokine/chemokine profiling was completed using a multiplex platform to compare children with and without appendicitis. Twenty-three children with appendicitis and 35 control children without appendicitis from the Alberta Sepsis Network pediatric cohorts were included. Metabolomic profiling revealed clear separation between the two groups with very good sensitivity (80%), specificity (97%), and AUROC (0.93 ± 0.05) values. Inflammatory mediator analysis also distinguished the two groups with high sensitivity (82%), specificity (100%), and AUROC (0.97 ± 0.02) values. A biopattern comprised of 9 metabolites and 7 inflammatory compounds was detected to be significant for the separation between appendicitis and control groups. Integration of these 16 significant compounds resulted in a combined metabolic and cytokine profile that also demonstrated strong separation between the two groups with 81% sensitivity, 100% specificity and AUROC value of 0.96 ± 0.03. The study demonstrated that metabolomics and cytokine mediator profiling is capable of distinguishing children with appendicitis from those without. These results suggest a potential new approach for improving the identification of appendicitis in children.
url http://europepmc.org/articles/PMC5846776?pdf=render
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