Abstract:
OBJECTIVES:In critically ill patients, treatment dose or intensity is often related to severity of illness and mortality risk, whereas overtreatment or undertreatment (relative to the individual need) may further increase the odds of death. We aimed to investigate how these relationships affect the results of common statistical methods used in observational studies. DESIGN:Using Monte Carlo simulation, we generated data for 5,000 patients with a treatment dose related to the pretreatment mortality risk but with randomly distributed overtreatment or undertreatment. Significant overtreatment or undertreatment (relative to the optimal dose) further increased the mortality risk. A prognostic score that reflects the mortality risk and an outcome of death or survival was then generated. The study was analyzed: 1) using logistic regression to estimate the effect of treatment dose on outcome while controlling for prognostic score and 2) using propensity score matching and inverse probability weighting of the effect of high treatment dose on outcome. The data generation and analyses were repeated 1,500 times over sample sizes between 200 and 30,000 patients, with an increasing accuracy of the prognostic score and with different underlying assumptions. SETTING:Computer-simulated studies. MEASUREMENTS AND MAIN RESULTS:In the simulated 5,000-patient observational study, higher treatment dose was found to be associated with increased odds of death (p = 0.00001) while controlling for the prognostic score with logistic regression. Propensity-matched analysis led to similar results. Larger sample sizes led to equally biased estimates with narrower CIs. A perfect risk predictor negated the bias only under artificially perfect assumptions. CONCLUSIONS:When a treatment dose is associated with severity of illness and should be dosed "enough," logistic regression, propensity score matching, and inverse probability weighting to adjust for confounding by severity of illness lead to biased results. Larger sample sizes lead to more precisely wrong estimates.
journal_name
Crit Care Medjournal_title
Critical care medicineauthors
de Grooth HJ,Girbes ARJ,van der Ven F,Oudemans-van Straaten HM,Tuinman PR,de Man AMEdoi
10.1097/CCM.0000000000004612subject
Has Abstractpub_date
2020-12-01 00:00:00pages
1720-1728issue
12eissn
0090-3493issn
1530-0293journal_volume
48pub_type
杂志文章abstract:OBJECTIVES:To determine whether glucose utilization and metabolic substrate (glucose and fat) oxidation could be manipulated in patients with secondary multiple organ dysfunction syndrome. DESIGN:Prospective study. SETTING:Intensive care units (ICU) of two university hospitals. PATIENTS:Eight adults free of hepatic ...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-199501000-00014
更新日期:1995-01-01 00:00:00
abstract:OBJECTIVE:To determine the effects of a hydroxyethyl starch-deferoxamine conjugate on hepatic microcirculation in an isobaric, anesthetized rat model of hemorrhagic shock and asanguineous resuscitation. DESIGN:Prospective, randomized, controlled study. SETTING:Laboratory at a university hospital. SUBJECTS:Twenty-thr...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-199502000-00018
更新日期:1995-02-01 00:00:00
abstract::Although recent clinical reports have noted hypokalemia after resuscitation from cardiac arrest, extensive animal work indicates that potassium is released from cells during ischemia. This study was undertaken to define the changes that occur in serum potassium ion during cardiac arrest and resuscitation in a canine m...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198604000-00012
更新日期:1986-04-01 00:00:00
abstract::The determination of minute oxygen consumption (VO2) for metabolic studies on patients using either the Beckman Metabolic Cart (MMC) or the Respiratory Monitoring System (RMS) requires a stable fractional inspired oxygen concentration (FIO2). Measurement of VO2 on mechanically ventilated patients using the Bourns BEAR...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198202000-00003
更新日期:1982-02-01 00:00:00
abstract:OBJECTIVE:To determine daily amino acid and total protein losses in patients with acute renal failure receiving total parenteral nutrition (TPN) during treatment by continuous arteriovenous hemofiltration with hemodialysis (CAVHD). DESIGN:Prospective, nonrandomized study. SETTING:Patients in the ICU of a regional nep...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-199112000-00012
更新日期:1991-12-01 00:00:00
abstract:OBJECTIVE:Our knowledge of the molecular mechanisms of sepsis has attained exponential growth. Yet, the pillars of its care remain antibiotics, fluid resuscitation, and physiologic support of failing organ systems. The inability to bring biologic breakthroughs to the bedside is not for lack of effort. Over 60 clinical ...
journal_title:Critical care medicine
pub_type: 杂志文章,评审
doi:10.1097/CCM.0000000000003271
更新日期:2018-09-01 00:00:00
abstract::Two new catecholamines, dopamine and dobutamine, have found widespread use for cardiovascular support. The relative efficacy of these drugs in aiding resuscitation from cardiopulmonary arrest is unknown. Dogs were subjected to either asphyxial or fibrillatory cardiac arrest. Resuscitation was attempted with artificial...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198109000-00005
更新日期:1981-09-01 00:00:00
abstract:OBJECTIVE:To study the therapeutic effect of granulocyte colony-stimulating factor (G-CSF) on the mortality rate and host defense pattern in fulminant intra-abdominal sepsis. DESIGN:Prospective, randomized, controlled trial. SETTING:Research laboratory in a university hospital. SUBJECTS:Adult male Wistar rats. INTE...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-199605000-00016
更新日期:1996-05-01 00:00:00
abstract::This study evaluated the effects of varying colloid concentrations and infusion volumes on survival and plasma volume expansion in rats subjected to an intestinal ischemic shock. Up to 10% solutions of albumin and dextran-40 in lactated Ringer's solution, infused over a 6-h period, had the same effects on hematocrit (...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198509000-00003
更新日期:1985-09-01 00:00:00
abstract:OBJECTIVE:To perform an analysis of the quality of life of survivors after ICU discharge. DESIGN:Prospective study. SETTING:Medical-surgical ICU of a Spanish reference hospital. PATIENTS:Patients (n = 606) admitted in a 6-month period. METHOD:A questionnaire regarding quality of life issues was completed at the tim...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-199209000-00012
更新日期:1992-09-01 00:00:00
abstract:OBJECTIVE:To evaluate the action of high-dose epinephrine by measuring simultaneously its vasopressor and norepinephrine releasing effects in humans during cardiac arrest. DESIGN:A prospective study on consecutive patients admitted with cardiac arrest. SETTING:Emergency Department in a large, urban hospital. PATIENT...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-199305000-00012
更新日期:1993-05-01 00:00:00
abstract::Acute kidney injury (AKI) is commonly and increasingly encountered in patients with critical illness. In the past, epidemiologic studies have consistently found that oliguria further increases the risk of death from AKI. Compared with patients outside the intensive care unit (ICU), critically ill patients are more lik...
journal_title:Critical care medicine
pub_type: 杂志文章,评审
doi:10.1097/CCM.0b013e318168c92f
更新日期:2008-04-01 00:00:00
abstract:OBJECTIVE:The acute respiratory distress syndrome may complicate postpartum hemorrhagic shock and resuscitation, but its mechanisms are not yet well defined. We studied the lung inflammatory response to postpartum hemorrhagic shock and resuscitation in a rabbit model and the role of the nuclear factor-κB pathway. DESI...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0b013e3182451c17
更新日期:2012-05-01 00:00:00
abstract:OBJECTIVE:Supplementation with tetrahydrobiopterin, a nitric oxide synthase cofactor, may reduce microvascular endothelial dysfunction in severe sepsis. We studied whether tetrahydrobiopterin administration exerts beneficial effects in an ovine septic shock model. DESIGN:Randomized animal study. SETTING:University ho...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0b013e31825b88ba
更新日期:2012-10-01 00:00:00
abstract::Total parenteral nutrition (TPN) increases CO2 production (VCO2) in patients on intermittent positive-pressure ventilation who cannot match their CO2 excretion to the CO2 load, leading to an increase in PaCO2. We studied gas exchange and blood gas values in six patients with chronic respiratory failure, who were venti...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198507000-00005
更新日期:1985-07-01 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:OBJECTIVES:To investigate attitudes and practices regarding oxygen therapy in intensive care units (ICUs) and to devise quantitative descriptive indices. SETTING:Canadian university-affiliated adult ICUs. PARTICIPANTS:Fifty-two medical directors of ICUs in 48 institutions. INTERVENTION:Structured postal questionnair...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-199912000-00033
更新日期:1999-12-01 00:00:00
abstract:OBJECTIVES:To define the hemodynamic and gastric intramucosal PCO2 (PiCO2) changes during the first 48 hrs after burn trauma and to analyze their relationship with outcome. DESIGN:Prospective, observational study in a cohort of consecutively admitted critically ill burn patients. SETTING:Intensive care burn unit in a...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-200006000-00005
更新日期:2000-06-01 00:00:00
abstract:OBJECTIVES:To measure total serum nitrite and nitrate concentrations in children with the sepsis syndrome as an indicator of endogenous nitric oxide production. To determine if there is an association between total serum nitrite and nitrate concentrations and vascular responsiveness to norepinephrine. DESIGN:A prospec...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-199505000-00010
更新日期:1995-05-01 00:00:00
abstract::The applicability of continuous arteriovenous hemofiltration (CAVH) for renal replacement therapy was evaluated in three infants and two young children with catastrophic medical and surgical illnesses. In the first four patients, CAVH was used in conjunction with either peritoneal or hemodialysis. In the fifth patient...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198612000-00014
更新日期:1986-12-01 00:00:00
abstract:OBJECTIVE:To investigate the impact of prophylactic continuous lateral rotation therapy on the prevalence of ventilator-associated pneumonia, duration of mechanical ventilation, length of stay, and mortality in critically ill medical patients. DESIGN:Prospective, randomized, clinical study. SETTING:Three medical inte...
journal_title:Critical care medicine
pub_type: 杂志文章,随机对照试验
doi:10.1097/CCM.0b013e3181bc8218
更新日期:2010-02-01 00:00:00
abstract:OBJECTIVES:Acinetobacter baumannii complex bacteremia has been identified increasingly in critical patients admitted in ICUs. Notably, A. baumannii complex bacteremia has a high mortality rate, yet the risk factors associated with mortality remain unclear and controversial. DESIGN:Retrospective study. SETTING:All adu...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/CCM.0000000000000125
更新日期:2014-05-01 00:00:00
abstract::Last year, >28,000 people received organ transplants from >14,000 donors in the United States. Unfortunately, the wait list now tops 91,000, with the gap between recipient needs and available donor organs at around 60,000. This has motivated a host of efforts to increase organ supply, including driver's license and do...
journal_title:Critical care medicine
pub_type: 杂志文章,评审
doi:10.1097/01.CCM.0000252915.76019.19
更新日期:2007-02-01 00:00:00
abstract::During the treatment of 26 shocked patients, measurements were made of the central blood to peripheral skin temperature gradient. No significant correlation was found between this gradient and cardiac index (CI), or systemic vascular resistance (SVR) or its index (SVRI). There was no significant correlation between th...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198709000-00010
更新日期:1987-09-01 00:00:00
abstract::A safe, simple, reliable technique for sampling uncontaminated peripheral bronchial secretions in patients with endotracheal tubes has been developed. It is easily performed and requires no special training or equipment. This report summarizes the techniques's usefulness in providing diagnostic samples of peripheral a...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-197703000-00003
更新日期:1977-03-01 00:00:00
abstract:OBJECTIVES:Previous studies in adults suggest that various types of physiologic stress appear to decrease phagocytic cell function. Adherence and chemotaxis of, and phagocytosis and bacterial killing by, neonatal neutrophils are altered compared with adult neutrophil function. Stresses encountered by the fetus and neon...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-199312000-00022
更新日期:1993-12-01 00:00:00
abstract:OBJECTIVE:Recent in vivo studies of both septic humans and animals demonstrate that leukocyte delivery is attenuated to sites remote from the primary infection. The mechanisms for this are not entirely clear. L-selectin is integral to rolling, the first step in leukocyte recruitment to an inflammatory site. L-selectin ...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-200101000-00024
更新日期:2001-01-01 00:00:00
abstract::Cardiac arrest is most commonly encountered as the end result of severe derangements in metabolic homeostasis. These derangements may include toxic, ischemic, or electrophysiological causes of circulatory and/or respiratory arrests. Occasionally, mechanical obstruction or impediment to circulation may cause cardiac ar...
journal_title:Critical care medicine
pub_type: 杂志文章
doi:10.1097/00003246-198203000-00013
更新日期:1982-03-01 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 estimate the prevalence of, the risk factors associated with, and the outcome of tracheostomy in a heterogeneous population of mechanically ventilated patients. DESIGN:Prospective, observational cohort study. SETTING:A total of 361 intensive care units from 12 countries. PATIENTS:A cohort of 5,081 patie...
journal_title:Critical care medicine
pub_type: 评论,杂志文章,多中心研究
doi:10.1097/01.ccm.0000150026.85210.13
更新日期:2005-02-01 00:00:00