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Molecular RNA Correlates of the SOFA Score in Patients with Sepsis

The most common scoring system for critically ill patients is the Sequential Organ Failure Assessment (SOFA) score. Little is known about specific molecular signaling networks underlying the SOFA criteria. We characterized these networks and identified specific key regulatory molecules. We prospecti...

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Autores principales: Meidert, Agnes S., Buschmann, Dominik, Brandes, Florian, Kanev, Kristiyan, Billaud, Jean-Noël, Borrmann, Melanie, Witte, Matthias, Kirchner, Benedikt, Reithmair, Marlene, Pfaffl, Michael W., Schelling, Gustav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8468706/
https://www.ncbi.nlm.nih.gov/pubmed/34573990
http://dx.doi.org/10.3390/diagnostics11091649
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author Meidert, Agnes S.
Buschmann, Dominik
Brandes, Florian
Kanev, Kristiyan
Billaud, Jean-Noël
Borrmann, Melanie
Witte, Matthias
Kirchner, Benedikt
Reithmair, Marlene
Pfaffl, Michael W.
Schelling, Gustav
author_facet Meidert, Agnes S.
Buschmann, Dominik
Brandes, Florian
Kanev, Kristiyan
Billaud, Jean-Noël
Borrmann, Melanie
Witte, Matthias
Kirchner, Benedikt
Reithmair, Marlene
Pfaffl, Michael W.
Schelling, Gustav
author_sort Meidert, Agnes S.
collection PubMed
description The most common scoring system for critically ill patients is the Sequential Organ Failure Assessment (SOFA) score. Little is known about specific molecular signaling networks underlying the SOFA criteria. We characterized these networks and identified specific key regulatory molecules. We prospectively studied seven patients with sepsis and six controls with high-throughput RNA sequencing (RNAseq). Quantitative reverse transcription PCR (RT-qPCR) confirmation was performed in a second independent cohort. Differentially and significantly expressed miRNAs and their target mRNA transcripts were filtered for admission SOFA criteria and marker RNAs for the respective criteria identified. We bioinformatically constructed molecular signaling networks specifically reflecting these criteria followed by RT-qPCR confirmation of RNAs with important regulatory functions in the networks in the second cohort. RNAseq identified 82 miRNAs (45% upregulated) and 3254 mRNAs (50% upregulated) differentially expressed between sepsis patients and controls. Bioinformatic analysis characterized 6 miRNAs and 76 mRNA target transcripts specific for the SOFA criteria. RT-qPCR validated miRNA and mRNAs included IGFBP2 (respiratory system); MMP9 and PDE4B (nervous system); PPARG (cardiovascular system); AKR1B1, ANXA1, and LNC2/NGAL (acute kidney injury); GFER/ALR (liver); and miR-30c-3p (coagulopathy). There are specific canonical networks underlying the SOFA score. Key regulatory miRNA and mRNA transcripts support its biologic validity.
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spelling pubmed-84687062021-09-27 Molecular RNA Correlates of the SOFA Score in Patients with Sepsis Meidert, Agnes S. Buschmann, Dominik Brandes, Florian Kanev, Kristiyan Billaud, Jean-Noël Borrmann, Melanie Witte, Matthias Kirchner, Benedikt Reithmair, Marlene Pfaffl, Michael W. Schelling, Gustav Diagnostics (Basel) Article The most common scoring system for critically ill patients is the Sequential Organ Failure Assessment (SOFA) score. Little is known about specific molecular signaling networks underlying the SOFA criteria. We characterized these networks and identified specific key regulatory molecules. We prospectively studied seven patients with sepsis and six controls with high-throughput RNA sequencing (RNAseq). Quantitative reverse transcription PCR (RT-qPCR) confirmation was performed in a second independent cohort. Differentially and significantly expressed miRNAs and their target mRNA transcripts were filtered for admission SOFA criteria and marker RNAs for the respective criteria identified. We bioinformatically constructed molecular signaling networks specifically reflecting these criteria followed by RT-qPCR confirmation of RNAs with important regulatory functions in the networks in the second cohort. RNAseq identified 82 miRNAs (45% upregulated) and 3254 mRNAs (50% upregulated) differentially expressed between sepsis patients and controls. Bioinformatic analysis characterized 6 miRNAs and 76 mRNA target transcripts specific for the SOFA criteria. RT-qPCR validated miRNA and mRNAs included IGFBP2 (respiratory system); MMP9 and PDE4B (nervous system); PPARG (cardiovascular system); AKR1B1, ANXA1, and LNC2/NGAL (acute kidney injury); GFER/ALR (liver); and miR-30c-3p (coagulopathy). There are specific canonical networks underlying the SOFA score. Key regulatory miRNA and mRNA transcripts support its biologic validity. MDPI 2021-09-09 /pmc/articles/PMC8468706/ /pubmed/34573990 http://dx.doi.org/10.3390/diagnostics11091649 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Meidert, Agnes S.
Buschmann, Dominik
Brandes, Florian
Kanev, Kristiyan
Billaud, Jean-Noël
Borrmann, Melanie
Witte, Matthias
Kirchner, Benedikt
Reithmair, Marlene
Pfaffl, Michael W.
Schelling, Gustav
Molecular RNA Correlates of the SOFA Score in Patients with Sepsis
title Molecular RNA Correlates of the SOFA Score in Patients with Sepsis
title_full Molecular RNA Correlates of the SOFA Score in Patients with Sepsis
title_fullStr Molecular RNA Correlates of the SOFA Score in Patients with Sepsis
title_full_unstemmed Molecular RNA Correlates of the SOFA Score in Patients with Sepsis
title_short Molecular RNA Correlates of the SOFA Score in Patients with Sepsis
title_sort molecular rna correlates of the sofa score in patients with sepsis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8468706/
https://www.ncbi.nlm.nih.gov/pubmed/34573990
http://dx.doi.org/10.3390/diagnostics11091649
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