RESUMO
Sepsis arises from diverse and incompletely understood dysregulated host response processes following infection that leads to life-threatening organ dysfunction. Here we showed that neutrophils and emergency granulopoiesis drove a maladaptive response during sepsis. We generated a whole-blood single-cell multiomic atlas (272,993 cells, n = 39 individuals) of the sepsis immune response that identified populations of immunosuppressive mature and immature neutrophils. In co-culture, CD66b+ sepsis neutrophils inhibited proliferation and activation of CD4+ T cells. Single-cell multiomic mapping of circulating hematopoietic stem and progenitor cells (HSPCs) (29,366 cells, n = 27) indicated altered granulopoiesis in patients with sepsis. These features were enriched in a patient subset with poor outcome and a specific sepsis response signature that displayed higher frequencies of IL1R2+ immature neutrophils, epigenetic and transcriptomic signatures of emergency granulopoiesis in HSPCs and STAT3-mediated gene regulation across different infectious etiologies and syndromes. Our findings offer potential therapeutic targets and opportunities for stratified medicine in severe infection.
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Neutrófilos , Sepse , Humanos , Hematopoese , Células-Tronco Hematopoéticas , Regulação da Expressão GênicaRESUMO
RATIONALE: Heterogeneity of the host response within sepsis, acute respiratory distress syndrome (ARDS) and more widely critical illness, limits discovery and targeting of immunomodulatory therapies. Clustering approaches using clinical and circulating biomarkers have defined hyper-inflammatory and hypo-inflammatory subphenotypes in ARDS associated with differential treatment response. It is unknown if similar subphenotypes exist in sepsis populations where leucocyte transcriptomic-defined subphenotypes have been reported. OBJECTIVES: We investigated whether inflammatory clusters based on cytokine protein abundance were seen in sepsis, and the relationships with previously described transcriptomic subphenotypes. METHODS: Hierarchical cluster and latent class analysis were applied to an observational study (UK Genomic Advances in Sepsis (GAinS)) (n=124 patients) and two clinical trial datasets (VANISH, n=155 and LeoPARDS, n=484) in which the plasma protein abundance of 65, 21, 11 circulating cytokines, cytokine receptors and regulators were quantified. Clinical features, outcomes, response to trial treatments and assignment to transcriptomic subphenotypes were compared between inflammatory clusters. MEASUREMENTS AND MAIN RESULTS: We identified two (UK GAinS, VANISH) or three (LeoPARDS) inflammatory clusters. A group with high levels of pro-inflammatory and anti-inflammatory cytokines was seen that was associated with worse organ dysfunction and survival. No interaction between inflammatory clusters and trial treatment response was found. We found variable overlap of inflammatory clusters and leucocyte transcriptomic subphenotypes. CONCLUSIONS: These findings demonstrate that differences in response at the level of cytokine biology show clustering related to severity, but not treatment response, and may provide complementary information to transcriptomic sepsis subphenotypes. TRIAL REGISTRATION NUMBER: ISRCTN20769191, ISRCTN12776039.
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Citocinas , Fenótipo , Sepse , Transcriptoma , Humanos , Sepse/sangue , Sepse/genética , Masculino , Citocinas/sangue , Feminino , Pessoa de Meia-Idade , Leucócitos/metabolismo , Biomarcadores/sangue , Idoso , Análise por Conglomerados , Síndrome do Desconforto Respiratório/sangue , Síndrome do Desconforto Respiratório/genética , Síndrome do Desconforto Respiratório/tratamento farmacológico , Resultado do TratamentoRESUMO
BACKGROUND: Anaemia is common and associated with poor outcomes in survivors of critical illness. However, the optimal treatment strategy is unclear. METHODS: We conducted a multicentre, feasibility RCT to compare either a single dose of ferric carboxymaltose 1000 mg i.v. or usual care in patients being discharged from the ICU with moderate or severe anaemia (haemoglobin ≤100 g L-1). We collected data on feasibility (recruitment, randomisation, follow-up), biological efficacy, and clinical outcomes. RESULTS: Ninety-eight participants were randomly allocated (49 in each arm). The overall recruitment rate was 34% with 6.5 participants recruited on average per month. Forty-seven of 49 (96%) participants received the intervention. Patient-reported outcome measures were available for 79/93 (85%) survivors at 90 days. Intravenous iron resulted in a higher mean (standard deviation [sd]) haemoglobin at 28 days (119.8 [13.3] vs 106.7 [14.9] g L-1) and 90 days (130.5 [15.1] vs 122.7 [17.3] g L-1), adjusted mean difference (10.98 g L-1; 95% confidence interval [CI], 4.96-17.01; P<0.001) over 90 days after randomisation. Infection rates were similar in both groups. Hospital readmissions at 90 days post-ICU discharge were lower in the i.v. iron group (7/40 vs 15/39; risk ratio=0.46; 95% CI, 0.21-0.99; P=0.037). The median (inter-quartile range) post-ICU hospital stay was shorter in the i.v. iron group but did not reach statistical significance (5.0 [3.0-13.0] vs 9.0 [5.0-16.0] days, P=0.15). CONCLUSION: A large, multicentre RCT of i.v. iron to treat anaemia in survivors of critical illness appears feasible and is necessary to determine the effects on patient-centred outcomes. CLINICAL TRIAL REGISTRATION: ISRCTN13721808 (www.isrctn.com).
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Anemia/tratamento farmacológico , Compostos Férricos/administração & dosagem , Hematínicos/administração & dosagem , Maltose/análogos & derivados , Administração Intravenosa , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Cuidados Críticos , Estudos de Viabilidade , Feminino , Seguimentos , Hemoglobinas/análise , Humanos , Tempo de Internação , Masculino , Maltose/administração & dosagem , Pessoa de Meia-Idade , Readmissão do Paciente/estatística & dados numéricos , Medidas de Resultados Relatados pelo Paciente , Adulto JovemRESUMO
BACKGROUND: Optimal prophylactic and therapeutic management of thromboembolic disease in patients with COVID-19 remains a major challenge for clinicians. The aim of this study was to define the incidence of thrombotic and haemorrhagic complications in critically ill patients with COVID-19. In addition, we sought to characterise coagulation profiles using thromboelastography and explore possible biological differences between patients with and without thrombotic complications. METHODS: We conducted a multicentre retrospective observational study evaluating all the COVID-19 patients received in four intensive care units (ICUs) of four tertiary hospitals in the UK between March 15, 2020, and May 05, 2020. Clinical characteristics, laboratory data, thromboelastography profiles and clinical outcome data were evaluated between patients with and without thrombotic complications. RESULTS: A total of 187 patients were included. Their median (interquartile (IQR)) age was 57 (49-64) years and 124 (66.3%) patients were male. Eighty-one (43.3%) patients experienced one or more clinically relevant thrombotic complications, which were mainly pulmonary emboli (n = 42 (22.5%)). Arterial embolic complications were reported in 25 (13.3%) patients. ICU length of stay was longer in patients with thrombotic complications when compared with those without. Fifteen (8.0%) patients experienced haemorrhagic complications, of which nine (4.8%) were classified as major bleeding. Thromboelastography demonstrated a hypercoagulable profile in patients tested but lacked discriminatory value between those with and without thrombotic complications. Patients who experienced thrombotic complications had higher D-dimer, ferritin, troponin and white cell count levels at ICU admission compared with those that did not. CONCLUSION: Critically ill patients with COVID-19 experience high rates of venous and arterial thrombotic complications. The rates of bleeding may be higher than previously reported and re-iterate the need for randomised trials to better understand the risk-benefit ratio of different anticoagulation strategies.
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Infecções por Coronavirus/complicações , Estado Terminal , Hemorragia/etiologia , Pneumonia Viral/complicações , Trombose/etiologia , Betacoronavirus , COVID-19 , Infecções por Coronavirus/terapia , Feminino , Hemorragia/terapia , Humanos , Unidades de Terapia Intensiva , Masculino , Pessoa de Meia-Idade , Pandemias , Pneumonia Viral/terapia , Estudos Retrospectivos , SARS-CoV-2 , Tromboelastografia , Trombose/terapia , Reino UnidoRESUMO
OBJECTIVES: Identify the prevalence of shoulder impairment in ICU survivors within 6 months of discharge from ICU. Evaluate the impact of shoulder impairment on upper limb functional status in patients treated on an ICU. Identify risk factors for the development of shoulder impairment. DESIGN: Prospective cohort study. SETTING: A tertiary care medical-surgical-trauma ICU at a U.K. hospital over 18 months, with a further 6-month follow-up after hospital discharge. SUBJECTS: Adult patients with an ICU length of stay of greater than 72 hours with no preexisting or new neurologic or traumatic upper limb injury. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Patients underwent targeted shoulder assessments (pain, range of movement, Constant-Murley Score, shortened version of the disabilities of the arm, shoulder, and hand [DASH] score [QuickDASH] score) at hospital discharge, 3 and 6 months after hospital discharge. Assessments were undertaken on 96 patients, with 62 patients attending follow-up at 3 months and 61 patients at 6 months. Multivariate regression analysis was used to investigate risk factors for shoulder impairment. ICU-related shoulder impairment was present in 67% of patients at 6 months following discharge from hospital. Upper limb dysfunction occurred in 46%, with 16% having severe dysfunction (equivalent to shoulder dislocation). We were unable to identify specific risk factors for shoulder impairment. CONCLUSIONS: Shoulder impairment is a highly prevalent potential source of disability in ICU survivors. This persists at 6 months after discharge with a significant impact on upper limb function. More research is needed into potential mechanisms underlying shoulder impairment and potential targeted interventions to reduce the prevalence.
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Estado Terminal , Doenças Musculoesqueléticas/fisiopatologia , Índice de Gravidade de Doença , Sobreviventes/estatística & dados numéricos , Adulto , Idoso , Feminino , Humanos , Unidades de Terapia Intensiva , Masculino , Pessoa de Meia-Idade , Alta do Paciente , Estudos Prospectivos , Ombro/fisiopatologia , Reino Unido , Extremidade SuperiorRESUMO
BACKGROUND: Prolongation of prothrombin time (PT) is often recorded in critical illness, but has limited ability to predict risk of bleeding. This exploratory study was aimed at assessing a role for thrombin generation (TG) to predict bleeding. STUDY DESIGN AND METHODS: TG was measured by calibrated automated thrombography in admissions to intensive care with prolonged PT. Bleeding events were recorded up to Day 5 after enrollment and correlated with results of PT ratio (PTR) and variables of TG. RESULTS: A total of 306 patients were recruited. A total of 101 bleeding events developed in 46 patients during the period of observation. Many patients with prolonged PT had endogenous thrombin potential (ETP), which was within the normal range (120/251 patients, 47.8%) or even elevated (8%). Although some patients had a reduction in ETP or peak thrombin, these were present over a wide range of PTR. There was no suggestion by receiver operating characteristic analysis that variables of conventional TG were sensitive at predicting bleeding. No bleeding events were documented in patients defined as ETP high, despite elevated PTR. CONCLUSION: Future studies need to explore a role for alternatives tests of coagulation in critical illness. Development of TG assays is required to positively identify more patients at increased bleeding risk or to exclude a larger number at low risk and how this relates to subgroups, such as patients with liver disease, and the need for prophylactic plasma transfusion.
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Cuidados Críticos , Hemorragia/diagnóstico , Tempo de Protrombina , Trombina/biossíntese , Coagulação Sanguínea , Hemorragia/etiologia , Humanos , Admissão do Paciente , Valor Preditivo dos Testes , Curva ROCRESUMO
PURPOSE OF REVIEW: Red blood cell transfusion is a common treatment for anaemia worldwide, but concerns continue to be raised about adverse effects of cellular blood components, which are biological products. One hypothesis for the adverse effects associated with blood transfusion is the harmful effects of storage on red cells that have been demonstrated in laboratory and animal studies. Over the past few years, a number of more significant randomized controlled trials comparing 'fresh' versus 'older' blood have been published in an attempt to address the clinical consequences of storage age, with two further large trials ongoing. RECENT FINDINGS: These recent trials enrolled approximately 4000 participants across a variety of populations - cardiac surgical, critically ill, paediatric and acute hospitalized in-patients. All trials achieved statistically significant separation of red cell storage duration between both groups. The results of all these trials have found no clinical benefit to using fresher red cells when compared with older or standard-issue red cells. However, certain subgroups of patients either receiving red cells stored at more extreme ages of storage or those with additional risks for impaired microcirculations (critically ill elderly, severe sepsis and major haemorrhage) were either underrepresented or not included in these trials. SUMMARY: At present, on the basis of recent trials, there is no indication for blood transfusion services to implement preferential utilization of fresher red cell units.
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Preservação de Sangue , Transfusão de Eritrócitos , Manejo de Espécimes , Ensaios Clínicos como Assunto , Transfusão de Eritrócitos/efeitos adversos , Transfusão de Eritrócitos/métodos , Eritrócitos/fisiologia , Humanos , Avaliação de Resultados da Assistência ao Paciente , Fatores de Tempo , Resultado do TratamentoRESUMO
Coagulopathy in critically ill patients is common and often multifactorial. Fresh frozen plasma (FFP) is commonly used to correct this either prophylactically or therapeutically. FFP usage is mainly guided by laboratory tests of coagulation, which have been shown to have poor predictive values for bleeding. Viscoelastic tests are an attractive option to guide hemostatic therapy, but require rigorous evaluation. The past few years have seen a gradual reduction in national use of FFP potentially due to an increased awareness of risks such as transfusion-related acute lung injury, patient blood management strategies to reduce transfusion in general, and increased awareness of the lack of high-quality evidence available to support FFP use. Within critical care, FFP is administered before invasive procedures/surgery, to treat major traumatic and nontraumatic hemorrhage, disseminated intravascular coagulation, and for urgent warfarin reversal if first-line agents, such as prothrombin complex concentrate (PCC) are not available. Alternative agents such as fibrinogen concentrate and PCC need further evaluation through large-scale clinical trials.
Assuntos
Fatores de Coagulação Sanguínea , Transfusão de Componentes Sanguíneos/métodos , Transtornos de Proteínas de Coagulação/terapia , Plasma , HumanosRESUMO
BACKGROUND: Anaemia affects 60-80 % of patients admitted to intensive care units (ICUs). Allogeneic red blood cell (RBC) transfusions remain the mainstay of treatment for anaemia but are associated with risks and are costly. Our objective was to assess the efficacy and safety of iron supplementation by any route, in anaemic patients in adult ICUs. METHODS: Electronic databases (CENTRAL, MEDLINE, EMBASE) were searched through March 2016 for randomized controlled trials (RCT)s comparing iron by any route with placebo/no iron. Primary outcomes were red blood cell transfusions and mean haemoglobin concentration. Secondary outcomes included mortality, infection, ICU and hospital length of stay, mean difference (MD) in iron biomarkers, health-related quality of life and adverse events. RESULTS: Five RCTs recruiting 665 patients met the inclusion criteria; intravenous iron was tested in four of the RCTs. There was no difference in allogeneic RBC transfusion requirements (relative risk 0.87, 95 % confidence interval (CI) 0.70 to 1.07, p = 0.18, five trials) or mean number of RBC units transfused (MD -0.45, 95 % CI -1.34 to 0.43, p = 0.32, two trials) in patients receiving or not receiving iron. Similarly, there was no difference between groups in haemoglobin at short-term (up to 10 days) (MD -0.25, 95 % CI -0.79 to 0.28, p = 0.35, three trials) or mid-term follow up (last measured time point in hospital or end of trial) (MD 0.21, 95 % CI -0.13 to 0.55, p = 0.23, three trials). There was no difference in secondary outcomes of mortality, in-hospital infection, or length of stay. Risk of bias was generally low although three trials had high risk of attrition bias; only one trial had low risk of bias across all domains. CONCLUSION: Iron supplementation does not reduce RBC transfusion requirements in critically ill adults, but there is considerable heterogeneity between trials in study design, nature of interventions, and outcomes. Well-designed trials are needed to investigate the optimal iron dosing regimens and strategies to identify which patients are most likely to benefit from iron, together with patient-focused outcomes. TRIAL REGISTRATION: PROSPERO International prospective register of systematic reviews CRD42015016627 . Registered 2 March 2015.
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COVID-19/sangue , Eritrócitos/metabolismo , Imagem Óptica , Oxigênio/sangue , SARS-CoV-2 , Análise de Célula Única , HumanosRESUMO
INTRODUCTION: Community acquired pneumonia (CAP) is the most common infectious reason for admission to the Intensive Care Unit (ICU). The GenOSept study was designed to determine genetic influences on sepsis outcome. Phenotypic data was recorded using a robust clinical database allowing a contemporary analysis of the clinical characteristics, microbiology, outcomes and independent risk factors in patients with severe CAP admitted to ICUs across Europe. METHODS: Kaplan-Meier analysis was used to determine mortality rates. A Cox Proportional Hazards (PH) model was used to identify variables independently associated with 28-day and six-month mortality. RESULTS: Data from 1166 patients admitted to 102 centres across 17 countries was extracted. Median age was 64 years, 62% were male. Mortality rate at 28 days was 17%, rising to 27% at six months. Streptococcus pneumoniae was the commonest organism isolated (28% of cases) with no organism identified in 36%. Independent risk factors associated with an increased risk of death at six months included APACHE II score (hazard ratio, HR, 1.03; confidence interval, CI, 1.01-1.05), bilateral pulmonary infiltrates (HR1.44; CI 1.11-1.87) and ventilator support (HR 3.04; CI 1.64-5.62). Haematocrit, pH and urine volume on day one were all associated with a worse outcome. CONCLUSIONS: The mortality rate in patients with severe CAP admitted to European ICUs was 27% at six months. Streptococcus pneumoniae was the commonest organism isolated. In many cases the infecting organism was not identified. Ventilator support, the presence of diffuse pulmonary infiltrates, lower haematocrit, urine volume and pH on admission were independent predictors of a worse outcome.
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Infecções Comunitárias Adquiridas/epidemiologia , Coleta de Dados , Unidades de Terapia Intensiva , Admissão do Paciente , Pneumonia Bacteriana/epidemiologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Infecções Comunitárias Adquiridas/diagnóstico , Infecções Comunitárias Adquiridas/mortalidade , Europa (Continente)/epidemiologia , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Pneumonia Bacteriana/diagnóstico , Pneumonia Bacteriana/mortalidade , Estudos Prospectivos , Adulto JovemRESUMO
Thrombocytopenic patients have an increased risk of bleeding when undergoing invasive procedures. In a multicentre, phase II, blinded, randomised, controlled feasibility trial, critically ill patients with platelet count 100 × 109/L or less were randomised 1:1 to intravenous desmopressin (0.3 µg/kg) or placebo before an invasive procedure. Forty-three participants (18.8% of those eligible) were recruited, with 41 eligible for analysis. Post-procedure bleeding occurred in one of 22 (4.5%) in the placebo arm and zero of 19 in the desmopressin arm. Despite liberal inclusion criteria, there were significant feasibility challenges recruiting patients in the critical care setting prior to invasive procedures.
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.
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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 , GenótipoRESUMO
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/métodosRESUMO
The integrity of the alveolar epithelium is a key factor in the outcome of acute lung injury. Here, we investigate alveolar epithelial injury and the expression of epithelial-selective markers in Streptococcus pneumoniae-induced acute lung injury. S. pneumoniae was instilled into rat lungs and alveolar type I (RTI(40)/podoplanin, MMC6 antigen) and alveolar type II (MMC4 antigen, surfactant protein D, pro-surfactant protein C, RTII(70)) cell markers were quantified in lavage fluid and lung tissue at 24 and 72 hours. The alveolar epithelium was also examined using electron, confocal, and light microscopy. S. pneumoniae induced an acute inflammatory response as assessed by increased total protein, SP-D, and neutrophils in lavage fluid. Biochemical and morphological studies demonstrated morphologic injury to type II cells but not type I cells. In particular, the expression of RTI(40)/podoplanin was dramatically reduced, on the surface of type I cells, in the absence of morphologic injury. These data demonstrate that type II cell damage can occur in the absence of type I cell injury without affecting the ability of the lung to return to a normal morphology. These data also demonstrate that RTI(40)/podoplanin is not a type I cell phenotypic marker in experimental acute lung injury caused by S. pneumoniae. Given that RTI(40)/podoplanin is an endogenous ligand for the C-type lectin receptor and this receptor plays a role in platelet aggregation and neutrophil activation, we hypothesize that the reduction of RTI(40)/podoplanin on type I cells might be important for the regulation of platelet and/or neutrophil function in experimental acute lung injury.
Assuntos
Lesão Pulmonar Aguda/genética , Células Epiteliais/metabolismo , Células Epiteliais/patologia , Pneumonia Pneumocócica/metabolismo , Pneumonia Pneumocócica/patologia , Alvéolos Pulmonares/metabolismo , Alvéolos Pulmonares/patologia , Lesão Pulmonar Aguda/metabolismo , Animais , Antígenos de Superfície/genética , Antígenos de Superfície/metabolismo , Aquaporina 5/genética , Aquaporina 5/metabolismo , Líquido da Lavagem Broncoalveolar/microbiologia , Inflamação/genética , Inflamação/metabolismo , Inflamação/patologia , Ligantes , Masculino , Glicoproteínas de Membrana/genética , Glicoproteínas de Membrana/metabolismo , Proteínas de Membrana/genética , Proteínas de Membrana/metabolismo , Neutrófilos/metabolismo , Neutrófilos/patologia , Agregação Plaquetária/genética , Pneumonia Pneumocócica/genética , Proteína D Associada a Surfactante Pulmonar/metabolismo , Ratos , Ratos Sprague-Dawley , Streptococcus pneumoniaeRESUMO
Dysregulated host responses to infection can lead to organ dysfunction and sepsis, causing millions of global deaths each year. To alleviate this burden, improved prognostication and biomarkers of response are urgently needed. We investigated the use of whole-blood transcriptomics for stratification of patients with severe infection by integrating data from 3149 samples from patients with sepsis due to community-acquired pneumonia or fecal peritonitis admitted to intensive care and healthy individuals into a gene expression reference map. We used this map to derive a quantitative sepsis response signature (SRSq) score reflective of immune dysfunction and predictive of clinical outcomes, which can be estimated using a 7- or 12-gene signature. Last, we built a machine learning framework, SepstratifieR, to deploy SRSq in adult and pediatric bacterial and viral sepsis, H1N1 influenza, and COVID-19, demonstrating clinically relevant stratification across diseases and revealing some of the physiological alterations linking immune dysregulation to mortality. Our method enables early identification of individuals with dysfunctional immune profiles, bringing us closer to precision medicine in infection.