Dataset Information

Mean arterial pressure and mortality in patients with distributive shock: a retrospective analysis of the MIMIC-III database.

ABSTRACT:

Background

Maintenance of mean arterial pressure (MAP) at levels sufficient to avoid tissue hypoperfusion is a key tenet in the management of distributive shock. We hypothesized that patients with distributive shock sometimes have a MAP below that typically recommended and that such hypotension is associated with increased mortality.

Methods

In this retrospective analysis of the Medical Information Mart for Intensive Care (MIMIC-III) database from Beth Israel Deaconess Medical Center, Boston, USA, we included all intensive care unit (ICU) admissions between 2001 and 2012 with distributive shock, defined as continuous vasopressor support for ??6 h and no evidence of low cardiac output shock. Hypotension was evaluated using five MAP thresholds: 80, 75, 65, 60 and 55 mmHg. We evaluated the longest continuous episode below each threshold during vasopressor therapy. The primary outcome was ICU mortality.

Results

Of 5347 patients with distributive shock, 95.7%, 91.0%, 62.0%, 36.0% and 17.2%, respectively, had MAP??0 to ConclusionsWithin the limitations due to the nature of the study, most patients with distributive shock experienced at least one episode with MAP??2 h. Episodes of prolonged hypotension were associated with higher mortality.

SUBMITTER: Vincent JL

PROVIDER: S-EPMC6223403 | biostudies-literature | 2018 Nov

REPOSITORIES: biostudies-literature

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Publications

Mean arterial pressure and mortality in patients with distributive shock: a retrospective analysis of the MIMIC-III database.

Vincent Jean-Louis JL Nielsen Nathan D ND Shapiro Nathan I NI Gerbasi Margaret E ME Grossman Aaron A Doroff Robin R Zeng Feng F Young Paul J PJ Russell James A JA

Annals of intensive care 20181108 1

<h4>Background</h4>Maintenance of mean arterial pressure (MAP) at levels sufficient to avoid tissue hypoperfusion is a key tenet in the management of distributive shock. We hypothesized that patients with distributive shock sometimes have a MAP below that typically recommended and that such hypotension is associated with increased mortality.<h4>Methods</h4>In this retrospective analysis of the Medical Information Mart for Intensive Care (MIMIC-III) database from Beth Israel Deaconess Medical Cen ...[more]

PMID: 30411243

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Project description:BackgroundSepsis is a life-threatening organ dysfunction due to disturbance of the host's response to infection, and is often accompanied by shock. Timely and standardized hemodynamic management can effectively control disease progression. Mean arterial pressure (MAP) refers to tissue and organ perfusion and is one of the key factors for patient recovery. In this study, we focused on the relationship between MAP levels and 30-day mortality in patients with sepsis.MethodsThis cohort study included 14,607 sepsis patients out of 38,597 adults admitted to Beth Israel Deaconess Medical Center in Boston between 2001 and 2012, according to the Sepsis 3.0 diagnostic criteria. According to the MAP value of the sepsis patients on the first day of intensive care unit (ICU) admission, they were divided into 5 groups (Q1 ≤67.4 mmHg, Q2 67.4-72.5 mmHg, Q3 72.5-77.6 mmHg, Q4 77.6-84.6 mmHg, Q5 ≥84.6 mmHg). At the same time, the baseline data of vital signs, critical illness score, comorbidities and laboratory examination were collected on the first day of admission to ICU. The 30-day mortality of the 5 groups of patients and the overall sepsis patients were recorded. Multivariate Cox regression analysis and smooth curve fitting were used to assess the independent association between MAP and 30-day mortality.ResultsA total of 14,607 sepsis patients were screened. The mean age of participants was 67.2±16.3 years, approximately 46.9% were women, and the overall 30-day mortality rate was 21.0%. Multivariate Cox regression models and smooth curve fitting revealed a non-linear association between MAP and 30-day mortality. The inflection point occurred at 68.6 mmHg. The left side effect size of each 10-unit change in the exposure factor was [hazard ratio (HR): 0.479, 95% confidence interval (CI): 0.403-0.569, P<0.001]. To the right of the inflection point, the effect size was (HR: 0.996, 95% CI: 0.931-1.065, P<0.9018).ConclusionsOur study demonstrated a non-linear relationship between MAP and 30-day mortality in patients with sepsis. When MAP was less than 68.6 mmHg, it was a strong predictor of the potential risk of sepsis death, which declined by 52.1% for every 10 mmHg growth in MAP.

Project description:BackgroundIt is commonly observed that a higher target of mean arterial pressure (MAP) is in previous studies. This study assessed the association of MAP with short-term mortality in heart failure (HF) patients.MethodsA retrospective cohort study was conducted by using data from Hospitalized patients with heart failure: integrating electronic healthcare records and external outcome database (v1.2 ). The characteristic of patients was described by 3 groups of MAP: below 80 mmHg, 80-100 mmHg, and above 100 mmHg. Univariate and multivariate logistic regression analyses were used to assess the relevance between MAP and all-cause mortality within 28 days and 6 months. For assessing the effect of multiple variables on patient survival time, 28-day and 6-month, Kaplan-Meier survival analysis and Forest plot were performed.ResultsThe overall cohort comprised 2008 patients divided by MAP into 3 groups, each group had 344 (17.1%), 938 (46.7%), and 726 (36.2%) patients. Patients in MAP < 80 mmHg group had higher mortality than MAP 80-100 mmHg and MAP ≥ 100 mmHg in 28 days(3.8% versus 1.6% versus 1.2%) and in 6 months (4.9% versus 2.5% versus 2.3%). Univariate analysis showed that MAP as a continuous variate was associated with 28-day (OR was 0.98, 95% CIs: 0.96-0.99, P = 0.011) and 6-month mortality (OR was 0.98, 95% CIs: 0.97-1, P = 0.021) in HF patients. Model 4 put into multivariate logistic regression analyses showed MAP 80-100 mmHg (OR was 0.13, 95% CIs: 0.02-0.8, P = 0.027) stably associated with 28-day and 6-month mortality after adjusted covariable. Kaplan-Meier survival curves revealed a higher survival rate in the MAP ≥ 80 mmHg group than in the MAP < 80 mmHg group. The forest plot showed the stable effect of MAP ≥ 80 mmHg compared with MAP < 80 mmHg, the interaction analysis had no statistical significance effect between the two groups of MAP and multi-variable.ConclusionIt is indicated that MAP was independently associated with 28-day, 6-month all-cause mortality of HF patients, and compared with MAP < 80 mmHg, MAP ≥ 80 mmHg had a lower risk of 28-day, 6-month all-cause mortality of patients with HF.

Project description:BackgroundThe effects of diastolic arterial pressure (DAP) and heart rate (HR) on the prognosis of patients with septic shock are unclear, and whether these effects persist over time is unknown. We aimed to investigate the relationship between exposure to different intensities of DAP and HR over time and mortality at 28 days in patients with septic shock.MethodsIn this cohort study, we obtained data from the Medical Information Mart for Intensive Care IV, which includes the data of adult patients (≥ 18 years) with septic shock who underwent invasive blood pressure monitoring. We excluded patients who received extracorporeal membrane oxygenation (ECMO) or glucocorticoids within 48 h of ICU admission. The primary outcome was mortality at 28 days. Piece-wise exponential additive mixed models were used to estimate the strength of the associations over time.ResultsIn total, 4959 patients were finally included. The median length of stay in the ICU was 3.2 days (IQR: 1.5-7.1 days), and the mortality in the ICU was 12.9%, with a total mortality at 28 days of 15.9%. After adjustment for baseline and time-dependent confounders, both daily time-weighted average (TWA) DAP and HR were associated with increased mortality at 28 days and strong association, mainly in the early to mid-stages of the disease. The results showed that mortality in patients with septic shock was lowest at a DAP of 50-70 mm Hg and an HR of 60-90 beats per minute (bpm). Throughout, a significant increase in the risk of death was found with daily exposure to TWA-DAP ≤ 40 mmHg (hazard ratio 0.99, 95% confidence interval (CI) 0.94-1.03) or TWA-HR ≥ 100 bpm (hazard ratio 1.16, 95% CI 1.1-1.21). Cumulative and interactive effects of harmful exposure (TWA-DAP ≤ 40 mmHg and TWA-HR ≥ 100 bpm) were also observed.ConclusionThe optimal ranges for DAP and HR in patients with septic shock are 50-70 mmHg and 60-90 bpm, respectively. The cumulative and interactive effects of exposure to low DAP (≤ 40 mmHg) and tachycardia (≥ 100 bpm) were associated with an increased risk of death.

Project description:BackgroundNeutrophil-to-lymphocyte count ratio (NLCR) has been shown as a feasible parameter associated with outcomes of tumor patients and an accessible predictor of bacteremia. However, only a handful of research shed the light on the association between NLCR and outcomes of septic patients. This study is aimed to evaluate the association between NLCR and all-cause mortality in a population of adult septic patients.MethodsWe extracted clinical data from Medical Information Mart for Intensive Care (MIMIC)-III V1.4, a free, large-scale, single-center database. NLCR was computed individually. Patients were categorized by quartiles of NLCR. The associations between NLCR quartiles and 28-day all-cause mortality in septic patients were assessed using Cox proportional hazards models and subgroup analyzes. To evaluate the accuracy of NLCR in predicting 28-day mortality of sepsis, receiver operator characteristic curves (ROC), areas under the curve (AUC), and the Youden's J Index were calculated. Other outcomes included 7-day all-cause mortality, mortality in the intensive care units (ICU), in-hospital mortality and length of ICU stay.ResultsA total of 3,043 eligible patients were included in the study, of which, 760, 759, 766 and 758 patients were fallen in the first quartile (≤5.89), the second quartile (>5.89, ≤10.69), the third quartile (>10.69, ≤20.25) and the fourth quartile (>20.25) of NLCR, respectively. The 7-day mortality (13.4%, 9.9%, 13.6% and 14.2%; P=0.064) showed no difference in the four quartiles. In multivariate analysis, after adjusting for confounding factors, the highest NLCR quartile (>20.25) was associated with increased 28-day all-cause mortality [hazard ratio (HR) 1.22, 95% Cl: 1.01-1.49; P=0.046]. The areas under the receiver operating characteristic curves (AUROCs) for NLCR was 0.553 (95% CI: 0.529-0.576) for 28-day mortality.ConclusionsHigh NLCR (>20.25) is independently related to increased 28-day all-cause mortality in adult septic patients of a limited sensibility and specificity. Further large multi-center prospective studies are needed to confirm such relationship and to validate whose clinical significance.

Dataset Information

Mean arterial pressure and mortality in patients with distributive shock: a retrospective analysis of the MIMIC-III database.

Background

Methods

Results

Publications

Mean arterial pressure and mortality in patients with distributive shock: a retrospective analysis of the MIMIC-III database.

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