Characterization of a metabolomic profile associated with responsiveness to therapy in the acute phase of septic shock.
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SUBMITTER: Cambiaghi A
PROVIDER: S-EPMC5575075 | biostudies-literature | 2017 Aug
REPOSITORIES: biostudies-literature
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Characterization of a metabolomic profile associated with responsiveness to therapy in the acute phase of septic shock.
Cambiaghi Alice A Pinto Bernardo Bollen BB Brunelli Laura L Falcetta Francesca F Aletti Federico F Bendjelid Karim K Pastorelli Roberta R Ferrario Manuela M
Scientific reports 20170829 1
The early metabolic signatures associated with the progression of septic shock and with responsiveness to therapy can be useful for developing target therapy. The Sequential Organ Failure Assessment (SOFA) score is used for stratifying risk and predicting mortality. This study aimed to verify whether different responses to therapy, assessed as changes in SOFA score at admission (T1, acute phase) and 48 h later (T2, post-resuscitation), are associated with different metabolite patterns. We examin ...[more]
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Project description:ObjectiveIncidence of right ventricular (RV) failure in septic shock patients is not well known, and tricuspid annular plane systolic excursion (TAPSE) could be of limited value. We report the incidence of RV failure in patients with septic shock, its potential impact on the response to fluids, as well as TAPSE values.DesignAncillary study of the HEMOPRED prospective multicenter study includes patients under mechanical ventilation with circulatory failure.SettingThis is a multicenter intensive care unit study PATIENTS: Two hundred and eighty-two patients with septic shock were analyzed. Patients were classified in three groups based on central venous pressure (CVP) and RV size (RV/LV end-diastolic area, EDA). In group 1, patients had no RV dilatation (RV/LVEDA < 0.6). In group 2, patients had RV dilatation (RV/LVEDA ≥ 0.6) with a CVP < 8 mmHg (no venous congestion). RV failure was defined in group 3 by RV dilatation and a CVP ≥ 8 mmHg. Pulse pressure variation (PPV) was systematically recorded.InterventionsNone.Measurements and main resultsIn total, 41% of patients were in group 1, 17% in group 2 and 42% in group 3. A correlation between RV size and CVP was only observed in group 3. Higher RV size was associated with a lower response to passive leg raising for a given PPV. A large overlap of TAPSE values was observed between the 3 groups. 63.5% of patients with RV failure had a normal TAPSE.ConclusionsRV failure, defined by critical care echocardiography (RV dilatation) and a surrogate of venous congestion (CVP ≥ 8 mmHg), was frequently observed in septic shock patients and negatively associated with response to a fluid challenge despite significant PPV. TAPSE was unable to discriminate patients with or without RV failure.
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Project description:BACKGROUND:Septic shock is the most severe complication of sepsis and this syndrome is associated with high mortality. Treatment of septic shock remains largely supportive of hemodynamics and tissue perfusion. Early changes in organ function assessed by the Sequential Organ Function Assessment (SOFA) score are highly predictive of the outcome. However, the individual patient's response to supportive therapy is very heterogeneous, and the mechanisms underlying this variable response remain elusive. The aim of the study was to investigate the transcriptome of whole blood in septic shock patients with different responses to early supportive hemodynamic therapy assessed by changes in SOFA scores within the first 48 h from intensive care unit (ICU) admission. METHODS:We performed whole blood RNA sequencing in 31 patients: 17 classified as responders (R) and 14 as non-responders (NR). Gene expression was investigated at ICU admission (time point 1, or T1), comparing R with NR [padj <?0.01; Benjamini-Hochberg (BH)] and over time from T1 to T2 (48 h later) in R and NR independently (paired analysis, padj <?0.01; BH). Then the differences in gene expression trends over time were evaluated (Mann-Whitney, P <0.01). To identify enriched biological processes, we performed an over-representation analysis based on a right-sided hypergeometric test with Bonferroni step-down as multiple testing correction (padj <?0.05). RESULTS:At ICU admission, we did not identify differentially expressed genes (DEGs) between the two groups. In the transition from T1 to T2, the activation of genes involved in T cell-mediated immunity, granulocyte and natural killer (NK) cell functions, and pathogen lipid clearance was noted in the R group. Genes involved in acute inflammation were downregulated in both groups. CONCLUSIONS:Within the limits of a small sample size, our results could suggest that early activation of genes of the adaptive immune response is associated with an improvement in organ function.
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Project description:Acute kidney injury frequently complicates septic shock and independently predicts mortality in this population. Clinical factors alone do not entirely account for differences in risk of acute kidney injury between patients. Genetic variants are likely to explain this differential susceptibility. To identify genetic variants linked to acute kidney injury susceptibility, we conducted a high-density genotyping association study in a large population of patients with septic shock.Retrospective study.Tertiary academic medical center.One thousand two hundred and sixty-four patients with septic shock were analyzed to elucidate clinical risk factors associated with the development of acute kidney injury. Among them, 887 Caucasian patients were randomly split into discovery and validation cohorts and genotyped using the Illumina Human-CVD BeadChip (Illumina, San Diego, CA).None.Six hundred and twenty-seven of the 1,264 patients with septic shock and 441 of the 887 patients with genotyping data developed acute kidney injury within the first 72 hrs of intensive care unit admission. Five single nucleotide polymorphisms were associated with acute kidney injury in both the discovery and validation cohorts. Two of these were in the BCL2 gene and both were associated with a decreased risk of acute kidney injury (rs8094315: odds ratio 0.61, p = .0002; rs12457893: odds ratio 0.67, p = .0002, both for combined data). Bcl-2 is involved in the apoptosis pathway, which has previously been implicated in acute kidney injury. Another single nucleotide polymorphism was in the SERPINA4 gene, whose protein product, kallistatin, has been linked to apoptosis in the kidney.Large-scale genotyping reveals two single nucleotide polymorphisms in the BCL2 gene and a single nucleotide polymorphism in the SERPINA4 gene associated with a decreased risk of developing acute kidney injury, supporting the putative role of apoptosis in the pathogenesis of acute kidney injury.
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Project description:BACKGROUND:Mean values of hemodynamic variables are poorly effective in evaluating an actual recovery of the short-term autonomic mechanisms for blood pressure (BP) and heart rate (HR) regulation. The aim of this work is to analyze the response to therapy in the early phase of septic shock to verify possible associations between BP recovery and BP autonomic control. METHODS:This is an ancillary study from the multicenter prospective observational trial Shockomics (NCT02141607). A total of 21 septic shock patients were studied at two time points during the acute phase of shock and were classified according to changes in SOFA score. Time series of BP components and HR were analyzed in time and frequency domain. Baroreflex sensitivity (BRS) was assessed, and a mathematical model for the decomposition of diastolic arterial pressure (DAP) oscillations was used to understand the different contributions of BRS and HR on peripheral vascular resistance control. RESULTS:Only those patients, who significantly improved organ function (responders, R), showed an increase of mean value and low frequency (LF) power in BP time series. Fluid accumulation was higher in the non-responders (NR). BRS increased in NR and the model of DAP variability showed that the contribution of HR was highly reduced in NR. CONCLUSIONS:Although patients reached the mean BP target of 65 mmHg, our analyses highlighted important differences in terms of autonomic nervous system control. BP variability, HR variability and baroreflex trends can add information to individual vital sign measure such as mean BP, and can help in understanding the responsiveness to the combination of symphatomimetic drugs and fluid therapy.
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Project description:BACKGROUND:Fluid boluses are administered to septic shock patients with the purpose of increasing cardiac output as a means to restore tissue perfusion. Unfortunately, fluid therapy has a narrow therapeutic index, and therefore, several approaches to increase safety have been proposed. Fluid responsiveness (FR) assessment might predict which patients will effectively increase cardiac output after a fluid bolus (FR+), thus preventing potentially harmful fluid administration in non-fluid responsive (FR-) patients. However, there are scarce data on the impact of assessing FR on major outcomes. The recent ANDROMEDA-SHOCK trial included systematic per-protocol assessment of FR. We performed a post hoc analysis of the study dataset with the aim of exploring the relationship between FR status at baseline, attainment of specific targets, and clinically relevant outcomes. METHODS:ANDROMEDA-SHOCK compared the effect of peripheral perfusion- vs. lactate-targeted resuscitation on 28-day mortality. FR was assessed before each fluid bolus and periodically thereafter. FR+ and FR- subgroups, independent of the original randomization, were compared for fluid administration, achievement of resuscitation targets, vasoactive agents use, and major outcomes such as organ dysfunction and support, length of stay, and 28-day mortality. RESULTS:FR could be determined in 348 patients at baseline. Two hundred and forty-two patients (70%) were categorized as fluid responders. Both groups achieved comparable successful resuscitation targets, although non-fluid responders received less resuscitation fluids (0 [0-500] vs. 1500 [1000-2500] mL; p 0.0001), exhibited less positive fluid balances, but received more vasopressor testing. No difference in clinically relevant outcomes between FR+ and FR- patients was found, including 24-h SOFA score (9 [5-12] vs. 8 [5-11], p = 0.4), need for MV (78% vs. 72%, p = 0.16), need for RRT (18% vs. 21%, p = 0.7), ICU-LOS (6 [3-11] vs. 6 [3-16] days, p = 0.2), and 28-day mortality (40% vs. 36%, p = 0.5). Only thirteen patients remained fluid responsive along the intervention period. CONCLUSIONS:Systematic assessment allowed determination of fluid responsiveness status in more than 80% of patients with early septic shock. Fluid boluses could be stopped in non-fluid responsive patients without any negative impact on clinical relevant outcomes. Our results suggest that fluid resuscitation might be safely guided by FR assessment in septic shock patients. TRIAL REGISTRATION:ClinicalTrials.gov identifier, NCT03078712. Registered retrospectively on March 13, 2017.
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Project description:PurposeAdrenomedullin (ADM) has been referred to as a double-edged sword during septic shock: On one hand, ADM supplementation improved organ perfusion and function, attenuated systemic inflammation, and ultimately reduced tissue apoptosis and mortality. On the other hand, ADM overproduction can cause circulatory collapse and organ failure due to impaired vasoconstrictor response and reduced myocardial contractility. Since most of these data originate from un-resuscitated shock models, we tested the hypothesis whether the newly developed anti-ADM antibody HAM1101 may improve catecholamine responsiveness and thus attenuate organ dysfunction during resuscitated murine, cecal ligation and puncture (CLP)-induced septic shock.MethodsImmediately after CLP, mice randomly received vehicle (phosphate-buffered saline, n = 11) or HAM1101 (n = 9; 2 μg·g(-1)). Fifteen hours after CLP, animals were anesthetized, mechanically ventilated, instrumented, and resuscitated with hydroxyethylstarch and continuous i.v. norepinephrine to achieve normotensive hemodynamics (mean arterial pressure > 50 to 60 mmHg).ResultsHAM1101 pretreatment reduced the norepinephrine infusion rates required to achieve hemodynamic targets, increased urine flow, improved creatinine clearance, and lowered neutrophil gelatinase-associated lipocalin blood levels, which coincided with reduced expression of the inducible nitric oxide synthase and formation of peroxynitrite (nitrotyrosine immunostaining) in the kidney and aorta, ultimately resulting in attenuated systemic inflammation and tissue apoptosis.ConclusionsDuring resuscitated murine septic shock, early ADM binding with HAM1101 improved catecholamine responsiveness, blunted the shock-related impairment of energy metabolism, reduced nitrosative stress, and attenuated systemic inflammatory response, which was ultimately associated with reduced kidney dysfunction and organ injury.
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Project description:To stratify hydrocortisone application in septic shock, we investigated an immune sub-study of the CORTICUS trial (Sprung et.al 2008, NEJM) employing machine learning to a panel of 120 parameters of 84 patients (n=24 non-survived, n=60 survived, 28 days) with special emphasis on potentially disadvantageous corticosteroids effects in the context of sepsis including clinical parameters, organ failure scores, lymphocyte counts and plasma protein concentrations of cytokines. We identified the ratio of IFNγ/IL10 in serum before randomization to serve as a valid biomarker for treatment stratification. This was validated with cytokine serum levels of patients (n=49) from the SISPCT study (Bloos et.al 2016, JAMA) and the early arm (n=20) of a hydrocortisone cross-over study (Keh et.al. 2003, Am J Respir Crit Care Med). Integrating these three studies, we yielded an odds ratio of 2.1 and a 95% confidence interval of 0.99-4.52 (P=0.03).In vitro assays revealed IFNγ/Il10 to reflect the burden or severity of systemic infection. Severity was evidencedbyserum levels of these cy-tokines in the patients with septic shock we observed, and also in patients with less severe sepsis. Elucidating the molecular regulation of leukocytes during treatment and placebo by a transcriptomics analysis pointed to induced recovery of immune cell function due to hydro-cortisone treatment, particularly in the predicted hydrocortisone responders. IFNγ/IL10 is a molecular marker with high potential for support of hydrocortisone therapy decision. IFNγ/IL10 is reasonable for this as it reflects the burden and recovery of the immune system which seems to be indicative for corticosteroids treatment of septic shock.
2019-10-01 | GSE106878 | GEO
Project description:Clinical guidelines recommend norepinephrine as initial vasopressor of choice for septic shock, with dopamine suggested as an alternative vasopressor in selected patients with low risk of tachyarrhythmias and absolute or relative bradycardia. We sought to determine practice patterns and outcomes associated with vasopressor selection in a large, population-based cohort of patients with septic shock that allows for assessment of outcomes in clinically important subgroups.We performed a retrospective cohort study to determine factors associated with choice of dopamine as compared with norepinephrine as initial vasopressor for patients with septic shock. We used propensity score matching to compare risk of hospital mortality based on initial vasopressor. We performed multiple sensitivity analyses using alternative methods to address confounding and hospital-level clustering. We investigated interaction between vasopressor selection and mortality in clinical subgroups based on arrhythmia and cardiovascular risk.Enhanced administrative data (Premier, Charlotte, NC) from 502 U.S. hospitals during the years 2010-2013.A total of 61,122 patients admitted with septic shock who received dopamine or norepinephrine as initial vasopressor during the first 2 days of hospitalization.None.Norepinephrine (77.6%) was the most frequently used initial vasopressor during septic shock. Dopamine was preferentially selected by cardiologists, in the Southern United States, at nonteaching hospitals, for older patients with more cardiovascular comorbidities and was used less frequently over time. Patients receiving dopamine experienced greater hospital mortality (propensity-matched cohort: n = 38,788; 25% vs 23.7%; odds ratio, 1.08; 95% CI, 1.02-1.14). Sensitivity analyses showed similar results. Subgroup analyses showed no evidence for effect modification based on arrhythmia risk or underlying cardiovascular disease.In a large population-based sample of patients with septic shock in the United States, use of dopamine as initial vasopressor was associated with increased mortality among multiple clinical subgroups. Areas where use of dopamine as initial vasopressor is more common represent potential targets for quality improvement intervention.
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