Abstract:
OBJECTIVES:To create a novel tool to predict favorable neurologic outcomes during ICU stay among children with critical illness. DESIGN:Logistic regression models using adaptive lasso methodology were used to identify independent factors associated with favorable neurologic outcomes. A mixed effects logistic regression model was used to create the final prediction model including all predictors selected from the lasso model. Model validation was performed using a 10-fold internal cross-validation approach. SETTING:Virtual Pediatric Systems (VPS, LLC, Los Angeles, CA) database. PATIENTS:Patients less than 18 years old admitted to one of the participating ICUs in the Virtual Pediatric Systems database were included (2009-2015). INTERVENTIONS:None. MEASUREMENTS AND MAIN RESULTS:A total of 160,570 patients from 90 hospitals qualified for inclusion. Of these, 1,675 patients (1.04%) were associated with a decline in Pediatric Cerebral Performance Category scale by at least 2 between ICU admission and ICU discharge (unfavorable neurologic outcome). The independent factors associated with unfavorable neurologic outcome included higher weight at ICU admission, higher Pediatric Index of Morality-2 score at ICU admission, cardiac arrest, stroke, seizures, head/nonhead trauma, use of conventional mechanical ventilation and high-frequency oscillatory ventilation, prolonged hospital length of ICU stay, and prolonged use of mechanical ventilation. The presence of chromosomal anomaly, cardiac surgery, and utilization of nitric oxide were associated with favorable neurologic outcome. The final online prediction tool can be accessed at https://soipredictiontool.shinyapps.io/GNOScore/. Our model predicted 139,688 patients with favorable neurologic outcomes in an internal validation sample when the observed number of patients with favorable neurologic outcomes was among 139,591 patients. The area under the receiver operating curve for the validation model was 0.90. CONCLUSIONS:This proposed prediction tool encompasses 20 risk factors into one probability to predict favorable neurologic outcome during ICU stay among children with critical illness. Future studies should seek external validation and improved discrimination of this prediction tool.
journal_name
Crit Care Medjournal_title
Critical care medicineauthors
Gupta P,Rettiganti M,Gossett JM,Daufeldt J,Rice TB,Wetzel RCdoi
10.1097/CCM.0000000000002753subject
Has Abstractpub_date
2018-01-01 00:00:00pages
108-115issue
1eissn
0090-3493issn
1530-0293journal_volume
46pub_type
杂志文章abstract:OBJECTIVE:To determine if inhibition of nitric oxide synthase with NG-nitro-L-arginine-methyl-ester (L-NAME) potentiates endotoxin-induced cardiopulmonary dysfunction and release of cyclooxygenase products in a porcine model of endotoxemia. DESIGN:Prospective, multiple group, controlled experimental study. SETTING:Ph...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-199706000-00024
更新日期:1997-06-01 00:00:00
abstract::Recent strides in computational biology and high-throughput technologies have generated considerable interest in understanding complex biological systems. The application of these technologies to critical illness and injury offers the potential to define adaptive and maladaptive programs of gene expression induced by ...
journal_title:Critical care medicine
pub_type: 杂志文章,评审
doi:10.1097/ccm.0b013e318186a720
更新日期:2008-10-01 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::The effects of hypertonic mannitol on postischemic cerebral circulation were studied in 20 dogs. Mannitol, 2 g/kg iv, was infused into ten dogs during a 2-h period starting 1.5 h after 6 min of complete cerebral ischemia. One hour postischemia, regional cerebral blood flow (rCBF) was 36% in the control group (ten dogs...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198607000-00010
更新日期:1986-07-01 00:00:00
abstract:OBJECTIVE:To discuss the potential therapeutic value of intraluminal oxygenation of the gut in critical illness. DATA SOURCES:Relevant articles published in the English language literature. STUDY SELECTION:No special study has been carried out for the present presentation. DATA EXTRACTION:Information from the litera...
journal_title:Critical care medicine
pub_type: 杂志文章,评审
doi:10.1097/00003246-199302001-00012
更新日期:1993-02-01 00:00:00
abstract:OBJECTIVES:Less than half of the thousands of children who suffer in-hospital cardiac arrests annually survive, and neurologic injury is common among survivors. Hemodynamic-directed cardiopulmonary resuscitation improves short-term survival, but its impact on longer term survival and mitochondrial respiration-a potenti...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0000000000003620
更新日期:2019-03-01 00:00:00
abstract:BACKGROUND:Hemorrhage in trauma is a significant challenge, accounting for 30% to 40% of all fatalities, second only to central nervous system injury as a cause of death. However, hemorrhagic death is the leading preventable cause of mortality in combat casualties and typically occurs within 6 to 24 hrs of injury. In c...
journal_title:Critical care medicine
pub_type: 杂志文章,评审
doi:10.1097/CCM.0b013e31817e2ec5
更新日期:2008-07-01 00:00:00
abstract:BACKGROUND:Although survival is traditionally modeled using Cox proportional hazards modeling, this approach may be inappropriate in sepsis, in which the proportional hazards assumption does not hold. Newer, more flexible models, such as Gray's model, may be more appropriate. OBJECTIVES:To construct and compare Gray's...
journal_title:Critical care medicine
pub_type: 杂志文章,多中心研究
doi:10.1097/01.ccm.0000114819.37569.4b
更新日期:2004-03-01 00:00:00
abstract:OBJECTIVE:To define the impact of prehospital hypotension on the dynamic, systemic acute inflammatory response to blunt trauma. DESIGN:Retrospective study. SETTINGS:Tertiary care institution. PATIENTS:Twenty-two hypotensive blunt trauma patients matched with 28 normotensive blunt trauma patients. INTERVENTION:None....
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0000000000000964
更新日期:2015-07-01 00:00:00
abstract::Chest physiotherapy (CPT) is used frequently in the ICU, but there is little available information that quantitates its effect on cardiac or respiratory function. Nineteen mechanically ventilated patients with post-traumatic respiratory failure were studied before, immediately after, and 2 h after CPT was used to mana...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198506000-00009
更新日期:1985-06-01 00:00:00
abstract:OBJECTIVES:Hyponatremia occurs in up to 30% of patients with pneumonia and is associated with increased morbidity and mortality. The prevalence of hyponatremia associated with coronavirus disease 2019 and the impact on outcome is unknown. We aimed to identify the prevalence, predictors, and impact on outcome of mild, m...
journal_title:Critical care medicine
pub_type: 杂志文章,多中心研究
doi:10.1097/CCM.0000000000004605
更新日期:2020-12-01 00:00:00
abstract:OBJECTIVES:The current trend to manage critically ill hematologic patients admitted with acute respiratory failure is to perform noninvasive ventilation to avoid endotracheal intubation. However, failure of noninvasive ventilation may lead to an increased mortality. DESIGN:Retrospective study to determine the frequenc...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0b013e31818699f6
更新日期:2008-10-01 00:00:00
abstract::We previously reported that small volume infusions of 7.5% NaCl in 6% dextran-70 (HSD) are superior to equal volumes of normal saline (NS) or 7.5% NaCl in the ability to resuscitate animals from an otherwise lethal hemorrhage. In the present experiment, we evaluated organ blood flow in unanesthetized swine bled 46 ml/...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198712000-00009
更新日期:1987-12-01 00:00:00
abstract:OBJECTIVES:Bag-mask ventilation is commonly used prior to tracheal intubation; however, the epidemiology, risk factors, and clinical implications of difficult bag-mask ventilation among critically ill children are not well studied. This study aims to describe prevalence and risk factors for pediatric difficult bag-mask...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0000000000004425
更新日期:2020-09-01 00:00:00
abstract:OBJECTIVE:To determine the association of gender with the presentation, outcome, and host response in critically ill patients with sepsis. DESIGN AND SETTING:A prospective observational cohort study in the ICU of two tertiary hospitals between January 2011 and January 2014. PATIENTS:All consecutive critically ill pat...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0000000000002649
更新日期:2017-11-01 00:00:00
abstract:OBJECTIVES:To characterize the rates of accidental removal of endotracheal tubes, nasogastric tubes, central venous catheters, and arterial catheters. To assess the efficacy of corrective measures aimed at reducing the accidental removal of these devices. DESIGN:Prospective, observational, and interventional study. S...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-200001000-00010
更新日期:2000-01-01 00:00:00
abstract:BACKGROUND AND METHODS:Previous studies documented activation of protease enzymes such as the plasma kallikrein-kinin system in endotoxemia and sepsis, both in experimental animals and in patients. We investigated the actions of aprotinin (a protease inhibitor that binds to plasma kallikrein) on systemic hemodynamics a...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-199208000-00012
更新日期:1992-08-01 00:00:00
abstract:OBJECTIVES:To assess trends in the use of extracorporeal membrane oxygenation for poisoning in the United States. DESIGN:Retrospective cohort study. SETTING:The National Poison Data System, the databased owned and managed by the American Association of Poison Control Centers, the organization that supports and accred...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0000000000004401
更新日期:2020-08-01 00:00:00
abstract::Because of the neonate's susceptibility to pulmonary hypertension (PHN) and his inefficiency in invoking the compensatory mechanisms often used by adults to maintain stable levels of O2 consumption (VO2) in the face of changes in O2 delivery (DO2) and metabolic demand, we have attempted to define the O2 handling capab...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198808000-00008
更新日期:1988-08-01 00:00:00
abstract:OBJECTIVE:To determine the incidence and risk factors of chronic critical illness after severe blunt trauma. DESIGN:Prospective observational cohort study (NCT01810328). SETTING:Two level-one trauma centers in the United States. PATIENTS:One hundred thirty-five adult blunt trauma patients with hemorrhagic shock who ...
journal_title:Critical care medicine
pub_type: 杂志文章,多中心研究
doi:10.1097/CCM.0000000000002697
更新日期:2017-12-01 00:00:00
abstract:OBJECTIVES:To perform a scoping literature review of cognitive, psychiatric, and quality of life outcomes in adults undergoing extracorporeal membrane oxygenation for any indication. DATA SOURCES:We searched PubMed, EMBASE, Cochrane Library, Web of Science, CINAHL, and PsycINFO from inception to June 2019. STUDY SELE...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0000000000004488
更新日期:2020-10-01 00:00:00
abstract::The current definition of sepsis is life-threatening, acute organ dysfunction secondary to a dysregulated host response to infection. Criteria to operationalize this definition can be judged by six domains of usefulness (reliability, content, construct and criterion validity, measurement burden, and timeliness). The r...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0000000000001724
更新日期:2016-03-01 00:00:00
abstract:OBJECTIVES:Ventilator-associated pneumonia diagnosis remains a debatable topic. New definitions of ventilator-associated conditions involving worsening oxygenation have been recently proposed to make surveillance of events possibly linked to ventilator-associated pneumonia as objective as possible. The objective of the...
journal_title:Critical care medicine
pub_type: 杂志文章,随机对照试验
doi:10.1097/CCM.0000000000000674
更新日期:2015-01-01 00:00:00
abstract::Impedance respiratory monitoring is the standard technique for detecting apnea in infants. A miniature microphone/amplifier system has been used to sense breath sounds over the trachea in order to detect both central and obstructive apnea episodes in infants and children. The tracheal microphone has several advantages...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198206000-00005
更新日期:1982-06-01 00:00:00
abstract:OBJECTIVES:We sought to review findings from recent literature on the postresuscitation care of cardiac arrest patients using therapeutic hypothermia as part of nontrial treatment. DESIGN:Literature review. SETTING:Hospital-based environment. SUBJECTS:Patients initially resuscitated from cardiac arrest who underwent...
journal_title:Critical care medicine
pub_type: 杂志文章,评审
doi:10.1097/CCM.0b013e3181aa5c7c
更新日期:2009-07-01 00:00:00
abstract:OBJECTIVE:Pressure inflating the lung during mechanical ventilation is the difference between pressure applied at the airway opening (Pao) and pleural pressure (Ppl). Depending on the chest wall's contribution to respiratory mechanics, a given positive end-expiratory and/or end-inspiratory plateau pressure may be appro...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/01.CCM.0000215515.49001.A2
更新日期:2006-05-01 00:00:00
abstract:OBJECTIVES:To review the intensive care unit experience of patients with admitted or acquired nosocomial endocarditis (NE) defined according to the Duke criteria. DESIGN:Prospective, cohort study. SETTING:University teaching hospital. PATIENTS:We reviewed the records of 22 patients documented with NE during a 6-yr p...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-200002000-00015
更新日期:2000-02-01 00:00:00
abstract:OBJECTIVE:To examine the longitudinal outcome of a cohort of mechanically ventilated patients admitted to an acute care respiratory unit after critical illness. DESIGN, SETTING, AND PATIENTS:Prospective, observational study of 210 consecutive patients admitted to a respiratory unit of an acute, tertiary care universit...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/01.CCM.0000287589.16724.B2
更新日期:2007-11-01 00:00:00
abstract:OBJECTIVES:To characterize the landscape of process of care and safety outcomes for tracheal intubation across pediatric intensive care units BACKGROUND:Procedural process of care and safety outcomes of tracheal intubation across pediatric intensive care units has not been described. We hypothesize that the novel Nati...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0b013e3182746736
更新日期:2013-03-01 00:00:00
abstract:OBJECTIVES:Explosive traumatic injury to an extremity may lead to both local and distant organ injury. Regional traumatic tissue hypothermia has been reported to offer systemic protection; here we investigated the protective effects of regional limb hypothermia on local tissue trauma and the lungs. Furthermore, the opt...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0b013e3182a84daa
更新日期:2014-01-01 00:00:00