Molecular RNA Correlates of the SOFA Score in Patients with Sepsis.

high-throughput nucleotide sequencing messenger RNA micro RNAs organ dysfunction scores sepsis

Journal

Diagnostics (Basel, Switzerland)
ISSN: 2075-4418
Titre abrégé: Diagnostics (Basel)
Pays: Switzerland
ID NLM: 101658402

Informations de publication

Date de publication:
09 Sep 2021
Historique:
received: 27 07 2021
revised: 02 09 2021
accepted: 02 09 2021
entrez: 28 9 2021
pubmed: 29 9 2021
medline: 29 9 2021
Statut: epublish

Résumé

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.

Identifiants

pubmed: 34573990
pii: diagnostics11091649
doi: 10.3390/diagnostics11091649
pmc: PMC8468706
pii:
doi:

Types de publication

Journal Article

Langues

eng

Subventions

Organisme : Friedrich-Baur-Stiftung
ID : 23/20

Références

Chest. 2019 Jun;155(6):1260-1271
pubmed: 30660782
J Cell Mol Med. 2017 Oct;21(10):2403-2411
pubmed: 28382754
Infection. 1988 Sep-Oct;16(5):273-6
pubmed: 3063661
Intensive Care Med. 2002 Sep;28(9):1324-31
pubmed: 12209284
Mol Med. 2013 Jan 22;18:1421-9
pubmed: 23073658
Curr Pharm Des. 2021;27(2):217-237
pubmed: 32881658
Genes Dev. 1994 Aug 15;8(16):1875-87
pubmed: 7958863
Blood. 1996 Mar 15;87(6):2095-147
pubmed: 8630372
Crit Care Med. 1997 Jul;25(7):1115-24
pubmed: 9233735
Aliment Pharmacol Ther. 2002 Feb;16(2):235-42
pubmed: 11860406
Circ Res. 2009 Jan 2;104(1):69-78
pubmed: 19023129
Eur J Endocrinol. 2012 Jan;166(1):121-9
pubmed: 22004906
Sci Rep. 2020 Aug 24;10(1):14094
pubmed: 32839476
Intensive Care Med. 1996 Jul;22(7):707-10
pubmed: 8844239
Clin Chem Lab Med. 2012;50(9):1519-32
pubmed: 23104835
JAMA. 2016 Feb 23;315(8):762-74
pubmed: 26903335
Crit Care. 2019 Nov 27;23(1):374
pubmed: 31775846
Biomed Pharmacother. 2020 Jan;121:109588
pubmed: 31707350
Hepatobiliary Pancreat Dis Int. 2013 Jun;12(3):305-9
pubmed: 23742776
Bioinformatics. 2014 Feb 15;30(4):523-30
pubmed: 24336805
J Am Soc Nephrol. 1998 Apr;9(4):614-9
pubmed: 9555664
Physiol Genomics. 2018 Mar 1;50(3):127-141
pubmed: 29341864
Cancer Res. 2000 Nov 1;60(21):5922-8
pubmed: 11085504
Mol Psychiatry. 2018 Feb;23(2):344-350
pubmed: 28070126
In Vivo. 2012 Nov-Dec;26(6):1021-5
pubmed: 23160687
J Mol Neurosci. 2015 Dec;57(4):538-45
pubmed: 26342279
Pharmacol Biochem Behav. 2015 Dec;139(Pt A):77-83
pubmed: 26455280
Am J Pathol. 2006 Jul;169(1):86-95
pubmed: 16816363
Int Immunopharmacol. 2019 Jan;66:373-382
pubmed: 30530051
Crit Care Med. 1998 Nov;26(11):1793-800
pubmed: 9824069
JAMA. 2016 Feb 23;315(8):775-87
pubmed: 26903336
Trends Endocrinol Metab. 2017 May;28(5):388-397
pubmed: 28214071
Oncogene. 2002 Sep 26;21(43):6669-79
pubmed: 12242665
Toxicol Lett. 2012 Dec 17;215(3):193-200
pubmed: 23123154
Am J Emerg Med. 2019 Jun;37(6):1169-1174
pubmed: 30935784
Am J Physiol Renal Physiol. 2005 Feb;288(2):F387-98
pubmed: 15494543

Auteurs

Agnes S Meidert (AS)

Department of Anesthesiology, University Hospital, Ludwig-Maximilians-University Munich, 81377 Munich, Germany.

Dominik Buschmann (D)

Department of Anesthesiology, University Hospital, Ludwig-Maximilians-University Munich, 81377 Munich, Germany.
Division of Animal Physiology and Immunology, Technical University of Munich, 85354 Freising, Germany.

Florian Brandes (F)

Department of Anesthesiology, University Hospital, Ludwig-Maximilians-University Munich, 81377 Munich, Germany.

Kristiyan Kanev (K)

Division of Animal Physiology and Immunology, Technical University of Munich, 85354 Freising, Germany.

Jean-Noël Billaud (JN)

QIAGEN Bioinformatics, Redwood City, CA 94063, USA.

Melanie Borrmann (M)

Department of Anesthesiology, University Hospital, Ludwig-Maximilians-University Munich, 81377 Munich, Germany.

Matthias Witte (M)

Department of Anesthesiology, University Hospital, Ludwig-Maximilians-University Munich, 81377 Munich, Germany.

Benedikt Kirchner (B)

Division of Animal Physiology and Immunology, Technical University of Munich, 85354 Freising, Germany.

Marlene Reithmair (M)

Institute of Human Genetics, University Hospital, Ludwig-Maximilians-University Munich, 80336 Munich, Germany.

Michael W Pfaffl (MW)

Division of Animal Physiology and Immunology, Technical University of Munich, 85354 Freising, Germany.

Gustav Schelling (G)

Department of Anesthesiology, University Hospital, Ludwig-Maximilians-University Munich, 81377 Munich, Germany.

Classifications MeSH