Genomic landscape of the individual host response and outcomes in sepsis: a prospective cohort study
Effective targeted therapy for sepsis requires an understanding of the heterogeneity in the individual host response to infection. We investigated this heterogeneity by defining interindividual variation in the transcriptome of patients with sepsis and related this to outcome and genetic diversity.W...
| Main Authors: | , , , , , , , , , , , |
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| Format: | Journal article |
| Language: | English |
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Elsevier
2016
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| _version_ | 1797054735237251072 |
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| author | Davenport, E Burnham, K Radhakrishnan, J Humburg, P Hutton, P Mills, T Rautanen, A Gordon, A Garrard, C Hill, A Hinds, C Knight, J |
| author_facet | Davenport, E Burnham, K Radhakrishnan, J Humburg, P Hutton, P Mills, T Rautanen, A Gordon, A Garrard, C Hill, A Hinds, C Knight, J |
| author_sort | Davenport, E |
| collection | OXFORD |
| description | Effective targeted therapy for sepsis requires an understanding of the heterogeneity in the individual host response to infection. We investigated this heterogeneity by defining interindividual variation in the transcriptome of patients with sepsis and related this to outcome and genetic diversity.We assayed peripheral blood leucocyte global gene expression for a prospective discovery cohort of 265 adult patients admitted to UK intensive care units with sepsis due to community-acquired pneumonia and evidence of organ dysfunction. We then validated our findings in a replication cohort consisting of a further 106 patients. We mapped genomic determinants of variation in gene transcription between patients as expression quantitative trait loci (eQTL).We discovered that following admission to intensive care, transcriptomic analysis of peripheral blood leucocytes defines two distinct sepsis response signatures (SRS1 and SRS2). The presence of SRS1 (detected in 108 [41%] patients in discovery cohort) identifies individuals with an immunosuppressed phenotype that included features of endotoxin tolerance, T-cell exhaustion, and downregulation of human leucocyte antigen (HLA) class II. SRS1 was associated with higher 14 day mortality than was SRS2 (discovery cohort hazard ratio (HR) 2·4, 95% CI 1·3-4·5, p=0·005; validation cohort HR 2·8, 95% CI 1·5-5·1, p=0·0007). We found that a predictive set of seven genes enabled the classification of patients as SRS1 or SRS2. We identified cis-acting and trans-acting eQTL for key immune and metabolic response genes and sepsis response networks. Sepsis eQTL were enriched in endotoxin-induced epigenetic marks and modulated the individual host response to sepsis, including effects specific to SRS group. We identified regulatory genetic variants involving key mediators of gene networks implicated in the hypoxic response and the switch to glycolysis that occurs in sepsis, including HIF1α and mTOR, and mediators of endotoxin tolerance, T-cell activation, and viral defence.Our integrated genomics approach advances understanding of heterogeneity in sepsis by defining subgroups of patients with different immune response states and prognoses, as well as revealing the role of underlying genetic variation. Our findings provide new insights into the pathogenesis of sepsis and create opportunities for a precision medicine approach to enable targeted therapeutic intervention to improve sepsis outcomes.European Commission, Medical Research Council (UK), and the Wellcome Trust. |
| first_indexed | 2024-03-06T19:01:24Z |
| format | Journal article |
| id | oxford-uuid:13a6378c-e54b-425b-accc-6c520042471c |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-03-06T19:01:24Z |
| publishDate | 2016 |
| publisher | Elsevier |
| record_format | dspace |
| spelling | oxford-uuid:13a6378c-e54b-425b-accc-6c520042471c2022-03-26T10:15:05ZGenomic landscape of the individual host response and outcomes in sepsis: a prospective cohort studyJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:13a6378c-e54b-425b-accc-6c520042471cEnglishSymplectic Elements at OxfordElsevier2016Davenport, EBurnham, KRadhakrishnan, JHumburg, PHutton, PMills, TRautanen, AGordon, AGarrard, CHill, AHinds, CKnight, JEffective targeted therapy for sepsis requires an understanding of the heterogeneity in the individual host response to infection. We investigated this heterogeneity by defining interindividual variation in the transcriptome of patients with sepsis and related this to outcome and genetic diversity.We assayed peripheral blood leucocyte global gene expression for a prospective discovery cohort of 265 adult patients admitted to UK intensive care units with sepsis due to community-acquired pneumonia and evidence of organ dysfunction. We then validated our findings in a replication cohort consisting of a further 106 patients. We mapped genomic determinants of variation in gene transcription between patients as expression quantitative trait loci (eQTL).We discovered that following admission to intensive care, transcriptomic analysis of peripheral blood leucocytes defines two distinct sepsis response signatures (SRS1 and SRS2). The presence of SRS1 (detected in 108 [41%] patients in discovery cohort) identifies individuals with an immunosuppressed phenotype that included features of endotoxin tolerance, T-cell exhaustion, and downregulation of human leucocyte antigen (HLA) class II. SRS1 was associated with higher 14 day mortality than was SRS2 (discovery cohort hazard ratio (HR) 2·4, 95% CI 1·3-4·5, p=0·005; validation cohort HR 2·8, 95% CI 1·5-5·1, p=0·0007). We found that a predictive set of seven genes enabled the classification of patients as SRS1 or SRS2. We identified cis-acting and trans-acting eQTL for key immune and metabolic response genes and sepsis response networks. Sepsis eQTL were enriched in endotoxin-induced epigenetic marks and modulated the individual host response to sepsis, including effects specific to SRS group. We identified regulatory genetic variants involving key mediators of gene networks implicated in the hypoxic response and the switch to glycolysis that occurs in sepsis, including HIF1α and mTOR, and mediators of endotoxin tolerance, T-cell activation, and viral defence.Our integrated genomics approach advances understanding of heterogeneity in sepsis by defining subgroups of patients with different immune response states and prognoses, as well as revealing the role of underlying genetic variation. Our findings provide new insights into the pathogenesis of sepsis and create opportunities for a precision medicine approach to enable targeted therapeutic intervention to improve sepsis outcomes.European Commission, Medical Research Council (UK), and the Wellcome Trust. |
| spellingShingle | Davenport, E Burnham, K Radhakrishnan, J Humburg, P Hutton, P Mills, T Rautanen, A Gordon, A Garrard, C Hill, A Hinds, C Knight, J Genomic landscape of the individual host response and outcomes in sepsis: a prospective cohort study |
| title | Genomic landscape of the individual host response and outcomes in sepsis: a prospective cohort study |
| title_full | Genomic landscape of the individual host response and outcomes in sepsis: a prospective cohort study |
| title_fullStr | Genomic landscape of the individual host response and outcomes in sepsis: a prospective cohort study |
| title_full_unstemmed | Genomic landscape of the individual host response and outcomes in sepsis: a prospective cohort study |
| title_short | Genomic landscape of the individual host response and outcomes in sepsis: a prospective cohort study |
| title_sort | genomic landscape of the individual host response and outcomes in sepsis a prospective cohort study |
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