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Longitudinal NMR Based Serum Metabolomics to Track the Potential Serum Biomarkers of Septic Shock

Background: Septic shock, with a prolonged hospital stay, has the highest mortality rate worldwide. There is a need for better management of the disease, which requires time-dependent analysis of alteration occurring in the disease condition and subsequent planning of treatment strategies to curb mo...

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Autores principales: Pandey, Swarnima, Azim, Afzal, Sinha, Neeraj
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9925348/
https://www.ncbi.nlm.nih.gov/pubmed/36793353
http://dx.doi.org/10.7150/ntno.79394
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author Pandey, Swarnima
Azim, Afzal
Sinha, Neeraj
author_facet Pandey, Swarnima
Azim, Afzal
Sinha, Neeraj
author_sort Pandey, Swarnima
collection PubMed
description Background: Septic shock, with a prolonged hospital stay, has the highest mortality rate worldwide. There is a need for better management of the disease, which requires time-dependent analysis of alteration occurring in the disease condition and subsequent planning of treatment strategies to curb mortality. Objective: The study aims to identify early metabolic signatures associated with septic shock before treatment and post-treatment. It also entails the progression of patients towards recovery, which clinicians could use to analyze treatment efficacy. Methods: The study was performed on 157 serum samples of patients with septic shock. We performed metabolomic, univariate, and multivariate statistics to identify the significant metabolite signature of patients prior to treatment and during treatment by collecting serum samples on the day I, day III, and day V of treatment. Results: We identified metabotypes of patients before treatment and post-treatment. The study showed time-dependent metabolite alteration in ketone bodies, amino acids, choline, and NAG in patients undergoing treatment. Conclusion: This study illustrates the metabolite's journey in septic shock and during treatment, which may be of prospective assistance to clinicians to monitor therapeutics.
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spelling pubmed-99253482023-02-14 Longitudinal NMR Based Serum Metabolomics to Track the Potential Serum Biomarkers of Septic Shock Pandey, Swarnima Azim, Afzal Sinha, Neeraj Nanotheranostics Research Paper Background: Septic shock, with a prolonged hospital stay, has the highest mortality rate worldwide. There is a need for better management of the disease, which requires time-dependent analysis of alteration occurring in the disease condition and subsequent planning of treatment strategies to curb mortality. Objective: The study aims to identify early metabolic signatures associated with septic shock before treatment and post-treatment. It also entails the progression of patients towards recovery, which clinicians could use to analyze treatment efficacy. Methods: The study was performed on 157 serum samples of patients with septic shock. We performed metabolomic, univariate, and multivariate statistics to identify the significant metabolite signature of patients prior to treatment and during treatment by collecting serum samples on the day I, day III, and day V of treatment. Results: We identified metabotypes of patients before treatment and post-treatment. The study showed time-dependent metabolite alteration in ketone bodies, amino acids, choline, and NAG in patients undergoing treatment. Conclusion: This study illustrates the metabolite's journey in septic shock and during treatment, which may be of prospective assistance to clinicians to monitor therapeutics. Ivyspring International Publisher 2023-01-01 /pmc/articles/PMC9925348/ /pubmed/36793353 http://dx.doi.org/10.7150/ntno.79394 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions.
spellingShingle Research Paper
Pandey, Swarnima
Azim, Afzal
Sinha, Neeraj
Longitudinal NMR Based Serum Metabolomics to Track the Potential Serum Biomarkers of Septic Shock
title Longitudinal NMR Based Serum Metabolomics to Track the Potential Serum Biomarkers of Septic Shock
title_full Longitudinal NMR Based Serum Metabolomics to Track the Potential Serum Biomarkers of Septic Shock
title_fullStr Longitudinal NMR Based Serum Metabolomics to Track the Potential Serum Biomarkers of Septic Shock
title_full_unstemmed Longitudinal NMR Based Serum Metabolomics to Track the Potential Serum Biomarkers of Septic Shock
title_short Longitudinal NMR Based Serum Metabolomics to Track the Potential Serum Biomarkers of Septic Shock
title_sort longitudinal nmr based serum metabolomics to track the potential serum biomarkers of septic shock
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9925348/
https://www.ncbi.nlm.nih.gov/pubmed/36793353
http://dx.doi.org/10.7150/ntno.79394
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