Abstract:
OBJECTIVE:Conventional outcomes research provides only percentage risk of such end points as mortality rate, utilization of resources, and/or broad groupings of multiple organ system dysfunction. These prognostications generally are not applicable to individual patients. The purpose of the present study was to determine whether the Systemic Mediator Associated Response Test (SMART) methodology could identify interactions among demographics, physiologic variables, standard hospital laboratory tests, and circulating cytokine concentrations that predicted continuous and dichotomous dependent clinical variables, in advance, in individual patients with severe sepsis and septic shock, and whether these independent variables could be integrated into prospectively validated predictive models. DESIGN:Data review and multivariate stepwise logistic regression. SETTING:University research laboratory. PATIENTS:Three hundred three patients with severe sepsis or septic shock who comprised the placebo arm of a multiple-institution clinical trial, who were randomly separated into a model building training cohort (n = 200) and a predictive cohort (n = 103). INTERVENTIONS:None. MEASUREMENTS AND MAIN RESULTS:From baseline data and baseline plus serial input, including patient demographics, hospital laboratory tests, and plasma concentrations of interleukin-6, interleukin-8, and granulocyte colony stimulating factor, multiple regression models were developed that predicted clinically important continuous dependent variables quantitatively, in individual patients. Multivariate stepwise logistic regression was used to develop models that prognosticated dichotomous dependent end points. Data from individual patients in the predictive cohort were inserted into each predictive model for each day, with prospective validation accomplished by simple linear regression of individual predicted vs. observed values for continuous dependent variables, and by establishing the receiver operator characteristics area under the curve for logistic regression models that predicted dichotomous end points. Of SMART models for continuous dependent variables, 100 of 143 (70%) were validated at r values >.7 through day 3, and 184 of 259 (71%) above r =.5 through day 5. SMART predictions of dichotomous end points achieved receiver operator characteristics areas under the curve >.7 for up to 84% of the equations in the first week. Many SMART models for both continuous and dichotomous dependent variables were validated at clinically useful levels of accuracy as far as 28 days after baseline. CONCLUSIONS:SMART integration of demographics, bedside physiology, hospital laboratory tests, and circulating cytokines predicts organ failure and physiologic function indicators in individual patients with severe sepsis and septic shock.
journal_name
Crit Care Medjournal_title
Critical care medicineauthors
Slotman GJdoi
10.1097/00003246-200205000-00014subject
Has Abstractpub_date
2002-05-01 00:00:00pages
1035-45issue
5eissn
0090-3493issn
1530-0293journal_volume
30pub_type
临床试验,杂志文章abstract:BACKGROUND:Prevalence and causes of sex-based differences in morbidity and mortality secondary to cardiovascular disease remain controversial. Cardiac troponin I (cTnI) is a sensitive and specific marker for myocardial injury. Serial cTnI measurements have been used to identify perioperative myocardial cell injury. OB...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/01.CCM.0000055442.84685.4D
更新日期:2003-03-01 00:00:00
abstract:OBJECTIVE:To assess whether the provision of computerized physiologic trend data could improve outcome in newborn infants requiring intensive care. DESIGN:Randomized, controlled trial, with subsidiary questionnaire studies. SETTING:Tertiary neonatal intensive care unit with 12 intensive care cots. PATIENTS:All infan...
journal_title:Critical care medicine
pub_type: 临床试验,杂志文章,随机对照试验
doi:10.1097/00003246-199812000-00040
更新日期:1998-12-01 00:00:00
abstract:OBJECTIVES:We examined recommendations within critical care guidelines to describe the pairing patterns for strength of recommendation and quality of evidence. We further identified recommendations where the reported strength of recommendation was strong while the reported quality of evidence was not high/moderate and ...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0000000000003467
更新日期:2019-01-01 00:00:00
abstract::The definition of sepsis has been recently modified to accommodate emerging knowledge in the field, while at the same time being recognized as challenging, if not impossible, to define. Here, we seek to clarify the current understanding of sepsis as one that has been typically framed as a disorder of inflammation to o...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0000000000002172
更新日期:2017-02-01 00:00:00
abstract:OBJECTIVE:To define changes in intramyocardial pH and PCO2 during cardiac arrest and resuscitation. DESIGN:Prospective and observational trial. SETTING:Mammalian research laboratory utilizing a porcine model of cardiac arrest. SUBJECTS:Sixteen domestic pigs. INTERVENTIONS:Ventricular fibrillation was induced by an ...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-199306000-00020
更新日期:1993-06-01 00:00:00
abstract:OBJECTIVE:Significant mortality in patients with sepsis results from the development of multiple organ dysfunction syndrome. Small-volume resuscitation with 7.5% NaCl hypertonic saline has been proposed to restore physiologic hemodynamics in hemorrhagic shock. Therefore, we hypothesized that hypertonic saline resuscita...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0b013e318173f982
更新日期:2008-06-01 00:00:00
abstract:OBJECTIVE:To assess the effect of high-dose N-acetylcysteine on renal function in cardiac surgery patients at higher risk of postoperative renal failure. DESIGN:Multiblind, placebo-controlled, randomized, phase II clinical trial. SETTING:Operating rooms and intensive care units of two tertiary referral hospitals. PA...
journal_title:Critical care medicine
pub_type: 杂志文章,随机对照试验
doi:10.1097/01.CCM.0000261887.69976.12
更新日期:2007-05-01 00:00:00
abstract:OBJECTIVE:To cost adult intensive care by determining inputs to production, resource consumption per patient, and total cost per intensive care unit (ICU) stay. DESIGN:Prospective cost-accounting analysis of each patient stay in the ICU, over a 1-yr period. SETTING:An 11-bed, medical/surgical adult ICU, in a 932-bad ...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-199607000-00017
更新日期:1996-07-01 00:00:00
abstract:OBJECTIVE:To determine a meta-analytical definition of the discriminant power of Ranson's signs in the prediction of acute pancreatitis severity and outcome, and of their information content, also compared with clinical judgment. DATA SOURCES:Two hundred eleven studies since 1974, reporting any predictive system for a...
journal_title:Critical care medicine
pub_type: 杂志文章,meta分析
doi:10.1097/00003246-199910000-00035
更新日期:1999-10-01 00:00:00
abstract:BACKGROUND:Extravascular lung water is a quantitative marker of the amount of fluid in the thoracic cavity besides the vasculature. Indexing to both predicted and actual body weight have been proposed to compare different individuals and provide a uniform range of normal. OBJECTIVE:We explored extravascular lung water...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0b013e318275cd75
更新日期:2013-04-01 00:00:00
abstract:OBJECTIVE:Vascular dysfunction plays a central role in sepsis, and it is characterized by hypotension and hyporesponsiveness to vasoconstrictors. Nitric oxide is regarded as a central element of sepsis vascular dysfunction. The high amounts of nitric oxide produced during sepsis are mainly derived from the inducible is...
journal_title:Critical care medicine
pub_type: 杂志文章,随机对照试验
doi:10.1097/CCM.0000000000000301
更新日期:2014-06-01 00:00:00
abstract::The performance of three samples each of six brands of flow-directed pulmonary artery (PA) catheters was evaluated. In vivo studies determined the reproducibility of PA waveforms over a range of controlled heart rates when compared to those obtained from a transducer-tipped catheter. In vitro studies determined their ...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198703000-00015
更新日期:1987-03-01 00:00:00
abstract::Foreign-body aspiration in adults is usually associated with asphyxiation after aspiration of food particles. The present report documents a case of foreign-body aspiration that resulted from poor tracheostomy care in an alcoholic patient, and caused fulminant pneumonitis. ...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198408000-00020
更新日期:1984-08-01 00:00:00
abstract:OBJECTIVE:Comparison of two versions of bispectral index (BIS) derived from the electroencephalogram in mechanically ventilated and continuously sedated patients after major abdominal surgery. DESIGN:Prospective, cohort, observational, unblinded study. SETTING:Surgical intensive care unit of a university hospital. P...
journal_title:Critical care medicine
pub_type: 临床试验,杂志文章
doi:10.1097/01.ccm.0000156291.04287.7f
更新日期:2005-03-01 00:00:00
abstract::A new iridium/iridium-oxide electrode heated to 42 degrees C was used to monitor transcutaneous carbon dioxide levels during surgery in 27 adult patients. The purpose of this study was to compare arterial and transcutaneous CO2 values. This metal electrode performed similarly to glass CO2 electrodes. In addition, its ...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198510000-00015
更新日期:1985-10-01 00:00:00
abstract:OBJECTIVE:To assess the possible benefits of sympatholytics on uncontrolled hemorrhage in unanesthetized rats. DESIGN:A randomized laboratory study using rats to test the effects of sympatholytics on uncontrolled hemorrhage. SETTING:Research laboratory. SUBJECTS:Forty female Sprague-Dawley rats, randomly assigned in...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-199909000-00025
更新日期:1999-09-01 00:00:00
abstract:OBJECTIVE:To examine the effects of mechanical ventilation with a tidal volume of 6 mL/kg compared with 12 mL/kg predicted body weight on hemodynamics, vasopressor use, fluid balance, diuretics, sedation, and neuromuscular blockade within 48 hrs in patients with acute lung injury and acute respiratory distress syndrome...
journal_title:Critical care medicine
pub_type: 临床试验,杂志文章,多中心研究,随机对照试验
doi:10.1097/01.ccm.0000149836.76063.71
更新日期:2005-01-01 00:00:00
abstract:OBJECTIVE:High-frequency oscillation has been proposed for use in adult acute respiratory distress syndrome. However, limited data are available on the effect of pressure amplitude and rate (Hz) on tidal volumes delivered during high-frequency oscillation in adults. DESIGN:Prospective, animal model, lung injury study....
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-200301000-00035
更新日期:2003-01-01 00:00:00
abstract:OBJECTIVES:Hyperammonemia is a key contributing factor for cerebral edema in acute liver failure. Continuous renal replacement therapy may help reduce ammonia levels. However, the optimal timing, mode, intensity, and duration of continuous renal replacement therapy in this setting are unknown. We aimed to study continu...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0000000000004153
更新日期:2020-02-01 00:00:00
abstract:OBJECTIVE:The clinical value of stroke volume variations to assess intravascular fluid status in critically ill patients is well known. Electrical impedance tomography is a noninvasive monitoring technology that has been primarily used to assess ventilation. We investigated the potential of electrical impedance tomogra...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0b013e3182227e65
更新日期:2011-09-01 00:00:00
abstract:OBJECTIVE:The use of corticosteroids in patients with sepsis or septic shock has been controversial for many decades. Clinical studies have reported beneficial, as well as negative results. We conducted a meta-analysis to assess the clinical evidence and to evaluate treatment effects in specific subgroups of patients. ...
journal_title:Critical care medicine
pub_type: 杂志文章,meta分析
doi:10.1097/00003246-199507000-00021
更新日期:1995-07-01 00:00:00
abstract:OBJECTIVE:Hypoxemic reperfusion attenuates brain injury secondary to severe cerebral ischemia, myocardial, and intestinal injury occurring in intestinal postischemic shock, and offers hemodynamic stabilization and attenuation of inflammatory response when applied in the resuscitation from hemorrhagic shock. In this stu...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0b013e31819b81ec
更新日期:2009-03-01 00:00:00
abstract::Intralipid elimination patterns were compared in 25 healthy controls, 12 patients recovering from uncomplicated cholecystectomy, and 25 critically ill patients. The intravenous fat tolerance test revealed a similar fractional removal rate (k2) in healthy controls and critically ill patients, but k2 was increased in ch...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198605000-00009
更新日期:1986-05-01 00:00:00
abstract::Prolonged therapeutic paralysis with pancuronium is commonly used in ICUs to facilitate mechanical ventilation of patients with respiratory failure. Sedation is usually given concomitantly to reduce patient discomfort, but assessment of its adequacy is made difficult by the paralysis. We recently cared for a former IC...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198401000-00018
更新日期:1984-01-01 00:00:00
abstract:OBJECTIVES:Severe sepsis poses a major burden on the U.S. healthcare system. Previous epidemiologic studies have not differentiated community-acquired severe sepsis from healthcare-associated severe sepsis or hospital-acquired severe sepsis hospitalizations. We sought to compare and contrast community-acquired severe s...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0000000000001164
更新日期:2015-09-01 00:00:00
abstract::Twenty-four pediatric patients undergoing corrective posterior spinal fusion surgery for idiopathic scoliosis were studied to determine the frequency with which the syndrome of inappropriate antidiuretic hormone secretion (SIADH) developed. We measured arterial blood gases, serum and urine electrolytes and osmolalitie...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198307000-00009
更新日期:1983-07-01 00:00:00
abstract:OBJECTIVE:To evaluate the early myocardial biochemical inflammatory response with the microdialysis technique during porcine endotoxemia and to simultaneously monitor systemic hemodynamics. DESIGN:Prospective, randomized, placebo-controlled trial with parallel groups. SETTING:Animal research laboratory at the Univers...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/01.CCM.0000075740.61294.a6
更新日期:2003-06-01 00:00:00
abstract:BACKGROUND:The randomized two-way factorial Dressing Study (1,636 patients, 28,931 catheter days) showed that a chlorhexidine-impregnated sponge decreased the incidence of major catheter-related infections from 1.4‰ to 0.6‰ catheter days, and that scheduled dressing changes every 7 days was not inferior to scheduled ch...
journal_title:Critical care medicine
pub_type: 杂志文章,随机对照试验
doi:10.1097/CCM.0b013e31822f0604
更新日期:2012-01-01 00:00:00
abstract:OBJECTIVE:To determine the association of pulmonary artery catheter (PAC) use with in-hospital mortality. DESIGN:Prospective, observational study. SETTING:The medical intensive care units (MICU) of two teaching hospitals. METHODS:The study included 751 adults who were admitted to the MICU, excluding those who stayed...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-200106000-00010
更新日期:2001-06-01 00:00:00
abstract::In a prospective 30-month study of nosocomial infections in a pediatric ICU (PICU), the incidence, sites, and causes of infection were determined. Factors associated with increased risk of infection were investigated. In 1,388 patients who remained in the PICU for a minimum of 72 h, 116 infections occurred (6.1 infect...
journal_title:Critical care medicine
pub_type: 杂志文章,评审
doi:10.1097/00003246-198803000-00005
更新日期:1988-03-01 00:00:00