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eQTLs identify regulatory networks and drivers of variation in the individual response to sepsis.
Burnham, Katie L; Milind, Nikhil; Lee, Wanseon; Kwok, Andrew J; Cano-Gamez, Kiki; Mi, Yuxin; Geoghegan, Cyndi G; Zhang, Ping; McKechnie, Stuart; Soranzo, Nicole; Hinds, Charles J; Knight, Julian C; Davenport, Emma E.
Afiliación
  • Burnham KL; Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK.
  • Milind N; Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK; University of Cambridge, Cambridge, UK.
  • Lee W; Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK.
  • Kwok AJ; Centre for Human Genetics, University of Oxford, Oxford, UK.
  • Cano-Gamez K; Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK; Centre for Human Genetics, University of Oxford, Oxford, UK.
  • Mi Y; Centre for Human Genetics, University of Oxford, Oxford, UK.
  • Geoghegan CG; Centre for Human Genetics, University of Oxford, Oxford, UK.
  • Zhang P; Centre for Human Genetics, University of Oxford, Oxford, UK; Chinese Academy of Medical Science Oxford Institute, University of Oxford, Oxford, UK.
  • McKechnie S; Oxford University Hospitals NHS Foundation Trust, Oxford, UK.
  • Soranzo N; Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK.
  • Hinds CJ; Centre for Translational Medicine & Therapeutics, William Harvey Research Institute, Faculty of Medicine & Dentistry, Queen Mary University of London, London, UK.
  • Knight JC; Centre for Human Genetics, University of Oxford, Oxford, UK; Chinese Academy of Medical Science Oxford Institute, University of Oxford, Oxford, UK. Electronic address: julian@well.ox.ac.uk.
  • Davenport EE; Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK. Electronic address: ed5@sanger.ac.uk.
Cell Genom ; 4(7): 100587, 2024 Jul 10.
Article en En | MEDLINE | ID: mdl-38897207
ABSTRACT
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.
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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Sepsis / Polimorfismo de Nucleótido Simple / Sitios de Carácter Cuantitativo / Redes Reguladoras de Genes Límite: Adult / Female / Humans / Male / Middle aged Idioma: En Revista: Cell Genom Año: 2024 Tipo del documento: Article País de afiliación: Reino Unido

Texto completo: 1 Base de datos: MEDLINE Asunto principal: Sepsis / Polimorfismo de Nucleótido Simple / Sitios de Carácter Cuantitativo / Redes Reguladoras de Genes Límite: Adult / Female / Humans / Male / Middle aged Idioma: En Revista: Cell Genom Año: 2024 Tipo del documento: Article País de afiliación: Reino Unido