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1.
Cell Genom ; 4(7): 100587, 2024 Jul 10.
Artigo em Inglês | MEDLINE | ID: mdl-38897207

RESUMO

Sepsis is a clinical syndrome of life-threatening organ dysfunction caused by a dysregulated response to infection, for which disease heterogeneity is a major obstacle to developing targeted treatments. We have previously identified gene-expression-based patient subgroups (sepsis response signatures [SRS]) informative for outcome and underlying pathophysiology. Here, we aimed to investigate the role of genetic variation in determining the host transcriptomic response and to delineate regulatory networks underlying SRS. Using genotyping and RNA-sequencing data on 638 adult sepsis patients, we report 16,049 independent expression (eQTLs) and 32 co-expression module (modQTLs) quantitative trait loci in this disease context. We identified significant interactions between SRS and genotype for 1,578 SNP-gene pairs and combined transcription factor (TF) binding site information (SNP2TFBS) and predicted regulon activity (DoRothEA) to identify candidate upstream regulators. Overall, these approaches identified putative mechanistic links between host genetic variation, cell subtypes, and the individual transcriptomic response to infection.


Assuntos
Redes Reguladoras de Genes , Polimorfismo de Nucleotídeo Único , Locos de Características Quantitativas , Sepse , Humanos , Sepse/genética , Redes Reguladoras de Genes/genética , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Masculino , Feminino , Transcriptoma , Pessoa de Meia-Idade , Adulto , Genótipo
2.
Sci Transl Med ; 16(750): eadh0185, 2024 Jun 05.
Artigo em Inglês | MEDLINE | ID: mdl-38838133

RESUMO

Sepsis, the dysregulated host response to infection causing life-threatening organ dysfunction, is a global health challenge requiring better understanding of pathophysiology and new therapeutic approaches. Here, we applied high-throughput tandem mass spectrometry to delineate the plasma proteome for sepsis and comparator groups (noninfected critical illness, postoperative inflammation, and healthy volunteers) involving 2612 samples (from 1611 patients) and 4553 liquid chromatography-mass spectrometry analyses acquired through a single batch of continuous measurements, with a throughput of 100 samples per day. We show how this scale of data can delineate proteins, pathways, and coexpression modules in sepsis and be integrated with paired leukocyte transcriptomic data (837 samples from n = 649 patients). We mapped the plasma proteomic landscape of the host response in sepsis, including changes over time, and identified features relating to etiology, clinical phenotypes (including organ failures), and severity. This work reveals subphenotypes informative for sepsis response state, disease processes, and outcome; identifies potential biomarkers; and advances opportunities for a precision medicine approach to sepsis.


Assuntos
Proteoma , Sepse , Humanos , Sepse/sangue , Proteoma/metabolismo , Biomarcadores/sangue , Biomarcadores/metabolismo , Proteômica/métodos , Masculino , Proteínas Sanguíneas/metabolismo , Proteínas Sanguíneas/análise , Feminino , Pessoa de Meia-Idade , Espectrometria de Massas em Tandem/métodos
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