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1.
Sci Transl Med ; 16(750): eadh0185, 2024 Jun 05.
Article in English | MEDLINE | ID: mdl-38838133

ABSTRACT

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.


Subject(s)
Proteome , Sepsis , Humans , Sepsis/blood , Proteome/metabolism , Biomarkers/blood , Biomarkers/metabolism , Proteomics/methods , Male , Blood Proteins/metabolism , Blood Proteins/analysis , Female , Middle Aged , Tandem Mass Spectrometry/methods
2.
J R Coll Physicians Edinb ; 49(1): 23-25, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30838986

ABSTRACT

BACKGROUND: High bed occupancy rates have delayed patient discharges from UK critical care units, especially in acute medical hospitals. As a result, more patients are discharged home directly from critical care (DH). METHODS: In this observational, retrospective study, we quantify the trends in DH from 2013 to 2018, and assess readmission rates and outcome in this group when compared to patients discharged from a ward, from 2014 to 2016. RESULTS: DH rates, as a proportion of critical care admissions, increased every year (2.47% in 2013 to 19.36% in 2018). In 2014-16, the most common admission diagnoses in DH patients were diabetic ketoacidosis (DKA; 35%), drug overdose (12%), seizures (8%) and respiratory failure (8%). DH patients were younger and had shorter critical care stay. Readmission rates in DH patients were comparable to the rest of the hospital. Patients with DKA and seizures were more likely to be readmitted. CONCLUSIONS: Our data suggest that direct home discharge from critical care is increasingly common but safe in selected patient groups.


Subject(s)
Critical Care/statistics & numerical data , Intensive Care Units/statistics & numerical data , Outcome Assessment, Health Care , Patient Discharge/trends , Patient Safety/standards , Aged , Female , Humans , Length of Stay/trends , Male , Middle Aged , Retrospective Studies , Risk Factors , Triage
4.
Am J Respir Crit Care Med ; 196(3): 328-339, 2017 08 01.
Article in English | MEDLINE | ID: mdl-28036233

ABSTRACT

RATIONALE: Heterogeneity in the septic response has hindered efforts to understand pathophysiology and develop targeted therapies. Source of infection, with different causative organisms and temporal changes, might influence this heterogeneity. OBJECTIVES: To investigate individual and temporal variations in the transcriptomic response to sepsis due to fecal peritonitis, and to compare these with the same parameters in community-acquired pneumonia. METHODS: We performed genome-wide gene expression profiling in peripheral blood leukocytes of adult patients admitted to intensive care with sepsis due to fecal peritonitis (n = 117) or community-acquired pneumonia (n = 126), and of control subjects without sepsis (n = 10). MEASUREMENTS AND MAIN RESULTS: A substantial portion of the transcribed genome (18%) was differentially expressed compared with that of control subjects, independent of source of infection, with eukaryotic initiation factor 2 signaling being the most enriched canonical pathway. We identified two sepsis response signature (SRS) subgroups in fecal peritonitis associated with early mortality (P = 0.01; hazard ratio, 4.78). We defined gene sets predictive of SRS group, and serial sampling demonstrated that subgroup membership is dynamic during intensive care unit admission. We found that SRS is the major predictor of transcriptomic variation; a small number of genes (n = 263) were differentially regulated according to the source of infection, enriched for IFN signaling and antigen presentation. We define temporal changes in gene expression from disease onset involving phagosome formation as well as natural killer cell and IL-3 signaling. CONCLUSIONS: The majority of the sepsis transcriptomic response is independent of the source of infection and includes signatures reflecting immune response state and prognosis. A modest number of genes show evidence of specificity. Our findings highlight opportunities for patient stratification and precision medicine in sepsis.


Subject(s)
Peritonitis/genetics , Pneumonia/genetics , Sepsis/genetics , Transcriptome/genetics , Aged , Community-Acquired Infections/blood , Community-Acquired Infections/genetics , Feces , Female , Gene Expression Profiling/methods , Humans , Male , Middle Aged , Peritonitis/blood , Pneumonia/blood , Prospective Studies , Sepsis/blood
5.
Lancet Respir Med ; 4(4): 259-71, 2016 04.
Article in English | MEDLINE | ID: mdl-26917434

ABSTRACT

BACKGROUND: 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. METHODS: 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). FINDINGS: 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. INTERPRETATION: 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. FUNDING: European Commission, Medical Research Council (UK), and the Wellcome Trust.


Subject(s)
Genomics , Leukocytes/immunology , Pneumonia/complications , Sepsis/genetics , Aged , Community-Acquired Infections/complications , Community-Acquired Infections/genetics , Community-Acquired Infections/immunology , Female , Gene Expression , Gene Expression Profiling , Genetic Heterogeneity , Genetic Variation , Humans , Intensive Care Units , Male , Middle Aged , Phenotype , Pneumonia/genetics , Pneumonia/immunology , Prospective Studies , Reproducibility of Results , Sepsis/etiology , Sepsis/immunology
6.
Eur J Hum Genet ; 22(4): 568-71, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24193346

ABSTRACT

ZFP57 is an important transcriptional regulator involved in DNA methylation and genomic imprinting during development. Here we demonstrate that gene expression also occurs at a low level in adult peripheral blood cells and other tissues including the kidney and thymus, but is critically dependent on underlying local genetic variation within the MHC. We resolve a highly significant expression quantitative trait locus for ZFP57 involving single-nucleotide polymorphisms (SNPs) in the first intron of the gene co-localizing with a DNase I hypersensitive site and evidence of CTCF recruitment. These data identify ZFP57 as a candidate gene underlying reported MHC disease associations, notably for putative regulatory variants associated with cancer and HIV-1. The work highlights the role that ZFP57 may play in DNA methylation and epigenetic regulation beyond early development into adult life dependent on genetic background, with important potential implications for disease.


Subject(s)
Chromosome Mapping , Gene Expression Regulation , Genes, MHC Class I/genetics , Kruppel-Like Transcription Factors/genetics , Polymorphism, Single Nucleotide , Acquired Immunodeficiency Syndrome/genetics , Autoimmune Diseases/genetics , CCCTC-Binding Factor , DNA Methylation , Deoxyribonuclease I/genetics , Epigenesis, Genetic , Genetic Predisposition to Disease , Genome-Wide Association Study , Genomic Imprinting , Humans , Linkage Disequilibrium , Neoplasms/genetics , Quantitative Trait Loci , Repressor Proteins/genetics , Zinc Fingers/genetics
7.
Nat Genet ; 44(5): 502-10, 2012 Mar 25.
Article in English | MEDLINE | ID: mdl-22446964

ABSTRACT

Trans-acting genetic variants have a substantial, albeit poorly characterized, role in the heritable determination of gene expression. Using paired purified primary monocytes and B cells, we identify new predominantly cell type-specific cis and trans expression quantitative trait loci (eQTLs), including multi-locus trans associations to LYZ and KLF4 in monocytes and B cells, respectively. Additionally, we observe a B cell-specific trans association of rs11171739 at 12q13.2, a known autoimmune disease locus, with IP6K2 (P = 5.8 × 10(-15)), PRIC285 (P = 3.0 × 10(-10)) and an upstream region of CDKN1A (P = 2 × 10(-52)), suggesting roles for cell cycle regulation and peroxisome proliferator-activated receptor γ (PPARγ) signaling in autoimmune pathogenesis. We also find that specific human leukocyte antigen (HLA) alleles form trans associations with the expression of AOAH and ARHGAP24 in monocytes but not in B cells. In summary, we show that mapping gene expression in defined primary cell populations identifies new cell type-specific trans-regulated networks and provides insights into the genetic basis of disease susceptibility.


Subject(s)
B-Lymphocytes/metabolism , Genetic Markers/genetics , Genetic Predisposition to Disease , HLA Antigens/genetics , Monocytes/metabolism , Polymorphism, Single Nucleotide/genetics , Quantitative Trait Loci/genetics , Alleles , Autoimmune Diseases/etiology , B-Lymphocytes/immunology , Gene Expression Profiling , Gene Expression Regulation , Genome-Wide Association Study , Humans , Kruppel-Like Factor 4 , Kruppel-Like Transcription Factors/genetics , Monocytes/immunology , PPAR gamma/genetics
8.
Hum Mol Genet ; 19(24): 4939-47, 2010 Dec 15.
Article in English | MEDLINE | ID: mdl-20876613

ABSTRACT

The regulation of heat shock protein expression is of significant physiological and pathophysiological significance. Here we show that genetic diversity is an important determinant of heat shock protein 70 expression involving local, likely cis-acting, polymorphisms. We define DNA sequence variation for the highly homologous HSPA1A and HSPA1B genes in the major histocompatibility complex on chromosome 6p21 and establish quantitative and specific assays for determining transcript abundance. We show for lymphoblastoid cell lines established from individuals of African ancestry that following heat shock, expression of HSPA1B is associated with rs400547 (P 3.88 × 10(-8)) and linked single nucleotide polymorphisms (SNPs) located 62-93 kb telomeric to HSPA1B. This association was found to explain 31 and 29% of the variance in HSPA1B expression following heat shock or in resting cells, respectively. The associated SNPs show marked variation in minor allele frequency among populations, being more common in individuals of African ancestry, and are located in a region showing population-specific haplotypic block structure. The work illustrates how analysis of a heritable induced expression phenotype can be highly informative in defining functionally important genetic variation.


Subject(s)
Gene Expression Regulation , Genetic Variation , HSP70 Heat-Shock Proteins/genetics , Heat-Shock Response/genetics , Base Sequence , Cell Line , Genotype , HSP70 Heat-Shock Proteins/metabolism , Humans , Polymorphism, Single Nucleotide/genetics , Quantitative Trait Loci/genetics
9.
Hum Mol Genet ; 19(4): 720-30, 2010 Feb 15.
Article in English | MEDLINE | ID: mdl-19942621

ABSTRACT

Interleukin-6 (IL-6) is an important modulator of inflammation and immunity whose dysregulation is associated with a number of disease states. There is evidence of significant heritability in inter-individual variation in IL6 gene expression but the genetic variants responsible for this remain to be defined. We adopted a combined approach of mapping protein and expression quantitative trait loci in peripheral blood mononuclear cells using high-density single-nucleotide polymorphism (SNP) typing for approximately 2000 loci implicated in cardiovascular, metabolic and inflammatory syndromes to show that common SNP markers and haplotypes of LEP (encoding leptin) associate with a 1.7- to 2-fold higher level of lipopolysaccharide (LPS)-induced IL-6 expression. We subsequently demonstrate that basal leptin expression significantly correlates with LPS-induced IL-6 expression and that the same variants at LEP which associate with IL-6 expression are also major determinants of leptin expression in these cells. We find that variation involving two other genomic regions, CAPNS1 (encoding calpain small subunit 1) and ALOX15 (encoding arachidonate 15-lipoxygenase), show significant association with IL-6 expression. Although this may be a subset of all such trans-acting effects, we find that the same ALOX15 variants are associated with induced expression of tumour necrosis factor and IL-1beta consistent with a broader role in acute inflammation for ALOX15. This study provides evidence of novel genetic determinants of IL-6 production with implications for understanding susceptibility to inflammatory disease processes and insight into cross talk between metabolic and inflammatory pathways. It also provides proof of concept for use of an integrated expression phenotype mapping approach.


Subject(s)
Arachidonate 15-Lipoxygenase/genetics , Calpain/genetics , Genetic Variation , Interleukin-6/immunology , Leptin/genetics , Adult , Arachidonate 15-Lipoxygenase/immunology , Calpain/immunology , Cells, Cultured , Chromosome Mapping , Female , Gene Expression , Humans , Interleukin-6/genetics , Leptin/immunology , Leukocytes, Mononuclear/immunology , Male , Middle Aged , Phenotype , Young Adult
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