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Tainter CR, Wong NL, Bittner EA. Innovative strategies in critical care education. J Crit Care 2015; 30:550-6. [PMID: 25702843 DOI: 10.1016/j.jcrc.2015.02.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2014] [Revised: 01/21/2015] [Accepted: 02/04/2015] [Indexed: 01/29/2023] [Imported: 08/29/2023]
Abstract
The cadre of information pertinent to critical care medicine continues to expand at a tremendous pace, and we must adapt our strategies of medical education to keep up with the expansion. Differences in learners' characteristics can contribute to a mismatch with historical teaching strategies. Simulation is increasingly popular, but still far from universal. Emerging technology has the potential to improve our knowledge translation, but there is currently sparse literature describing these resources or their benefits and limitations. Directed strategies of assessment and feedback are often suboptimal. Even strategies of accreditation are evolving. This review attempts to summarize salient concepts, suggest resources, and highlight novel strategies to enhance practice and education in the challenging critical care environment.
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The authors reply. Crit Care Med 2015; 43:e48-9. [PMID: 25599493 DOI: 10.1097/ccm.0000000000000807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] [Imported: 09/11/2023]
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Bittner EA, Shank E, Woodson L, Martyn JAJ. Acute and perioperative care of the burn-injured patient. Anesthesiology 2015; 122:448-64. [PMID: 25485468 PMCID: PMC4844008 DOI: 10.1097/aln.0000000000000559] [Citation(s) in RCA: 116] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] [Imported: 09/11/2023]
Abstract
Care of burn-injured patients requires knowledge of the pathophysiologic changes affecting virtually all organs from the onset of injury until wounds are healed. Massive airway and/or lung edema can occur rapidly and unpredictably after burn and/or inhalation injury. Hemodynamics in the early phase of severe burn injury is characterized by a reduction in cardiac output and increased systemic and pulmonary vascular resistance. Approximately 2 to 5 days after major burn injury, a hyperdynamic and hypermetabolic state develops. Electrical burns result in morbidity much higher than expected based on burn size alone. Formulae for fluid resuscitation should serve only as guideline; fluids should be titrated to physiologic endpoints. Burn injury is associated basal and procedural pain requiring higher than normal opioid and sedative doses. Operating room concerns for the burn-injured patient include airway abnormalities, impaired lung function, vascular access, deceptively large and rapid blood loss, hypothermia, and altered pharmacology.
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Influenza-associated critical illness: estimating the burden and the burden of estimation. Crit Care Med 2014; 42:2441-2. [PMID: 25319905 DOI: 10.1097/ccm.0000000000000589] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] [Imported: 09/11/2023]
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Mauri T, Coppadoro A, Bombino M, Bellani G, Zambelli V, Fornari C, Berra L, Bittner EA, Schmidt U, Sironi M, Bottazzi B, Brambilla P, Mantovani A, Pesenti A. Alveolar pentraxin 3 as an early marker of microbiologically confirmed pneumonia: a threshold-finding prospective observational study. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2014; 18:562. [PMID: 25314919 PMCID: PMC4219103 DOI: 10.1186/s13054-014-0562-5] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2014] [Accepted: 10/01/2014] [Indexed: 12/25/2022] [Imported: 09/11/2023]
Abstract
Introduction Timely diagnosis of pneumonia in intubated critically ill patients is rather challenging. Pentraxin 3 (PTX3) is an acute-phase mediator produced by various cell types in the lungs. Animal studies have shown that, during pneumonia, PTX3 participates in fine-tuning of inflammation (for example, microbial clearance and recruitment of neutrophils). We previously described an association between alveolar PTX3 and lung infection in a small group of intubated patients. The aim of the present study was to determine a threshold level of alveolar PTX3 with elevated sensitivity and specificity for microbiologically confirmed pneumonia. Methods We recruited 82 intubated patients from two intensive care units (San Gerardo Hospital, Monza, Italy, and Massachusetts General Hospital, Boston, MA, USA) undergoing bronchoalveolar lavage (BAL) as per clinical decision. We collected BAL fluid and plasma samples, together with relevant clinical and microbiological data. We assayed PTX3 and soluble triggering receptor expressed on myeloid cells 1 (sTREM-1) in BAL fluid and PTX3, sTREM-1, C-reactive protein (CRP) and procalcitonin (PCT) in plasma. Two blinded independent physicians reviewed patient data to confirm pneumonia. We determined the PTX3 threshold in BAL fluid for pneumonia and compared it to other biomarkers. Results Microbiologically confirmed pneumonia of bacterial (n =12), viral (n =4) or fungal (n =8) etiology was diagnosed in 24 patients (29%). PTX3 levels in BAL fluid predicted pneumonia with an area under the receiving operator curve of 0.815 (95% CI =0.710 to 0.921, P <0.0001), whereas none of the other biomarkers were effective. In particular, PTX3 levels ≥1 ng/ml in BAL fluid predicted pneumonia in univariate analysis (β =2.784, SE =0.792, P <0.001) with elevated sensitivity (92%), specificity (60%) and negative predictive value (95%). Net reclassification index PTX3 values ≥1 ng/ml in BAL fluid for pneumonia indicated gain in sensitivity and/or specificity vs. all other mediators. These results did not change when we limited our analyses only to confirmed cases of bacterial pneumonia. Moreover, when we considered only the 70 patients who fulfilled the clinical criteria for the diagnosis of pneumonia at BAL fluid sampling, the diagnostic accuracy of PTX levels was confirmed in univariate and ROC curve analysis. Conclusions In this hypothesis-generating convenience sample, a PTX3 level ≥1 ng/ml in BAL fluid was discriminative of microbiologically confirmed pneumonia in mechanically ventilated patients. Electronic supplementary material The online version of this article (doi:10.1186/s13054-014-0562-5) contains supplementary material, which is available to authorized users.
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Dhillon A, Tardini F, Bittner E, Schmidt U, Allain R, Bigatello L. Benefit of using a "bundled" consent for intensive care unit procedures as part of an early family meeting. J Crit Care 2014; 29:919-22. [PMID: 25168636 DOI: 10.1016/j.jcrc.2014.07.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Revised: 07/02/2014] [Accepted: 07/03/2014] [Indexed: 11/15/2022] [Imported: 09/11/2023]
Abstract
PURPOSE Relatives of patients in the intensive care unit (ICU) are often dissatisfied with family-physician communication. Our prospective preintervention and postintervention study tested the hypothesis that introducing this informed consent process would improve family satisfaction with the ICU process of care. MATERIALS AND METHODS We developed a consent form that included an introductory explanation of the main ICU interventions and a description of 8 common procedures in a surgical ICU. We administered it early in the ICU course during a scheduled family meeting. The study was a prospective preintervention and postintervention design. RESULTS The "Family Satisfaction in the Intensive Care Unit" (FS-ICU) score was higher in the intervention than in the control group (95.4±4 vs 78.2±22, P<.001). The nursing perception of satisfaction with care was also higher in the intervention group (95.8±13 vs 71.9±28, P<.001). CONCLUSION A bundled informed consent resulted in higher family satisfaction with the process of care in ICU.
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Prospective study of vitamin D status at initiation of care in critically ill surgical patients and risk of 90-day mortality. Crit Care Med 2014; 42:1365-71. [PMID: 24557421 DOI: 10.1097/ccm.0000000000000210] [Citation(s) in RCA: 84] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] [Imported: 09/11/2023]
Abstract
OBJECTIVES 1) To characterize vitamin D status at initiation of critical care in surgical ICU patients and 2) to determine whether this vitamin D status is associated with the risk of prolonged hospital length of stay, 90-day readmission, and 90-day mortality. DESIGN Prospective cohort study. SETTING A teaching hospital in Boston, MA. PATIENTS Hundred surgical ICU patients. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Mean (± SD) serum total 25-hydroxyvitamin D and 1,25-dihydroxyvitamin D levels were 17 ± 8 ng/mL and 32 ± 19 pg/mL, respectively. Mean calculated bioavailable 25-hydroxyvitamin D and 1,25-dihydroxyvitamin D were 2.5 ± 2.0 ng/mL and 6.6 ± 5.3 pg/mL, respectively. Receiver-operating characteristic curve analysis demonstrated that all of four vitamin D measures predicted the three clinical outcomes; total 25-hydroxyvitamin D was not inferior to the other measures. Median (interquartile range) hospital length of stay was 11 days (8-19 d). Poisson regression analysis, adjusted for biologically plausible covariates, demonstrated an association of total 25-hydroxyvitamin D with hospital length of stay (incident rate ratio per 1 ng/mL, 0.98; 95% CI, 0.97-0.98). The 90-day readmission and mortality rates were 24% and 22%, respectively. Even after adjustment for biologically plausible covariates, there remained significant associations of total 25-hydroxyvitamin D with readmission (odds ratio per 1 ng/mL, 0.84; 95% CI, 0.74-0.95) and mortality (odds ratio per 1 ng/mL, 0.84; 95% CI, 0.73-0.97). CONCLUSIONS Serum 25-hydroxyvitamin D levels within 24 hours of ICU admission may identify patients at high risk for prolonged hospitalization, readmission, and mortality. Randomized trials are needed to assess whether vitamin D supplementation can improve these clinically relevant outcomes in surgical ICU patients.
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Kelmenson DA, Heath JK, Ball SA, Kaafarani HMA, Baker EM, Yeh DD, Bittner EA, Eikermann M, Lee J. Prototype electronic stethoscope vs conventional stethoscope for auscultation of heart sounds. J Med Eng Technol 2014; 38:307-10. [PMID: 24939853 DOI: 10.3109/03091902.2014.921253] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] [Imported: 09/11/2023]
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Glucose control in pediatric burn patients: refining the search for the "sweet spot". Crit Care Med 2014; 42:1315-7. [PMID: 24736355 DOI: 10.1097/ccm.0000000000000200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] [Imported: 09/11/2023]
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West AM, Bittner EA, Ortiz VE. The effects of preoperative, video-assisted anesthesia education in Spanish on Spanish-speaking patients' anxiety, knowledge, and satisfaction: a pilot study. J Clin Anesth 2014; 26:325-9. [PMID: 24882604 DOI: 10.1016/j.jclinane.2013.12.008] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2012] [Revised: 12/16/2013] [Accepted: 12/26/2013] [Indexed: 10/25/2022] [Imported: 09/11/2023]
Abstract
We studied the effect of an instructional video in Spanish on self-reported anxiety, knowledge about general anesthesia procedures, and satisfaction with the preoperative anesthesia process in patients requiring a Spanish interpreter. This prospective, randomized, nonblinded pilot study took place at Massachusetts General Hospital (MGH), a university-affiliated tertiary-care hospital. Twenty adult, ASA physical status 1, 2, and 3 patients, scheduled for elective surgery (gynecological, orthopedic, and intrabdominal surgery) during general anesthesia were studied. Anxiety, knowledge, and patient satisfaction were assessed using a visual analog scale (VAS). There was a significant reduction in anxiety score in patients who viewed the video compared with those who did not (median reduction 2 vs 0; P = 0.020). There was an increase in satisfaction score in the video group (median increase 2 vs 0; P = 0.046). There was no difference in reported knowledge-improvement scores between the two groups (3.5 vs 4; P = 0.908). In Spanish-speaking patients, the addition of an instructional video in Spanish to a preanesthesia interview decreased anxiety and increased patient satisfaction.
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Catatonia in the ICU: an important and underdiagnosed cause of altered mental status. a case series and review of the literature*. Crit Care Med 2014; 42:e234-41. [PMID: 24275514 DOI: 10.1097/ccm.0000000000000053] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] [Imported: 09/11/2023]
Abstract
OBJECTIVE Catatonia is a neuropsychiatric syndrome with motor and behavioral symptoms occurring in patients with or without a history of psychiatric illness. Although it is associated with significant morbidity and mortality, the prevalence of catatonia in the ICU setting is unknown. The diagnosis and management of catatonia in the critically ill patient raises unique challenges. Furthermore, the diagnosis and management are not included in most critical care curricula. The objective of this retrospective study is to increase the awareness of this clinically important condition among critical care providers. DESIGN Retrospective case series study. SETTING Multiple critical care units at a university-affiliated tertiary care hospital. PATIENTS Five critically ill patients with catatonia, aged 17 to 78. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS All notes, laboratory data, imaging results, other diagnostic studies, therapeutic interventions, and responses to treatment were reviewed for five critically ill patients with catatonia. No unifying cause of catatonia or predisposing conditions were identified for these patients. Currently available diagnostic criteria for catatonia were found to be nonspecific in the ICU setting. New diagnostic criteria for catatonia specific to the critically ill patient are proposed. CONCLUSIONS Catatonia can occur in a wide variety of critical care settings, with or without precedent psychiatric illness, and it may be exacerbated or induced by common intensive care practices. Psychomotor findings are imperative in examination of critically ill patients with altered mental status in order to diagnose catatonia.
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Quraishi SA, Bittner EA, Blum L, Hutter MM, Camargo CA. Association between preoperative 25-hydroxyvitamin D level and hospital-acquired infections following Roux-en-Y gastric bypass surgery. JAMA Surg 2014; 149:112-8. [PMID: 24284777 DOI: 10.1001/jamasurg.2013.3176] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] [Imported: 09/11/2023]
Abstract
IMPORTANCE Postoperative hospital-acquired infections (HAIs) may result from disruption of natural barrier sites. Recent studies have linked vitamin D status and barrier site integrity. OBJECTIVE To investigate the association between preoperative vitamin D status and the risk for HAIs. DESIGN, SETTING, AND PARTICIPANTS A retrospective analysis was performed using propensity score methods to construct a matched-pairs cohort to reduce baseline differences between patients with 25-hydroxyvitamin D (25[OH]D) levels less than 30 ng/mL vs 30 ng/mL or greater. Multivariable logistic regression analysis was then performed to examine the association between 25(OH)D levels and HAIs while adjusting for additional perioperative factors. Locally weighted scatterplot smoothing was used to depict the relationship between increasing 25(OH)D levels and the risk for HAIs. This study was conducted in a single, teaching hospital in Boston, Massachusetts, and involved 770 gastric bypass surgery patients between January 1, 2007, and December 31, 2011. EXPOSURES Preoperative 25(OH)D levels. MAIN OUTCOMES AND MEASURES Association between preoperative 25(OH)D levels and the risk for postoperative HAIs. RESULTS The risk for HAIs was 3-fold greater (adjusted odds ratio, 3.05; 95% CI, 1.34-6.94) in patients with 25(OH)D levels less than 30 ng/mL vs 30 ng/mL or greater. Further adjustment for additional perioperative factors did not materially change this association. Locally weighted scatterplot smoothing analysis depicted a near inverse linear relationship between vitamin D status and the risk for HAIs for 25(OH)D levels around 30 ng/mL. CONCLUSIONS AND RELEVANCE In our patient cohort, a significant inverse association was observed between preoperative 25(OH)D levels and the risk for HAIs. These results suggest that preoperative 25(OH)D levels may be a modifiable risk factor for postoperative nosocomial infections. Prospective studies must determine whether there is a potential benefit to preoperative optimization of vitamin D status.
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Piriyapatsom A, Bittner EA, Hines J, Schmidt UH. Sedation and paralysis. Respir Care 2014; 58:1024-37. [PMID: 23709198 DOI: 10.4187/respcare.02232] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] [Imported: 09/11/2023]
Abstract
Sedation is used almost universally in the care of critically ill patients, especially in those who require mechanical ventilatory support or other life-saving invasive procedures. This review will focus on the sedation strategies for critically ill patients and the pharmacology of commonly used sedative agents. The role of neuromuscular blocking agents in the ICU will be examined and the pharmacology of commonly used agents is reviewed. Finally a strategy for rational use of these sedative and neuromuscular blocking agents in critically ill patients will be proposed.
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Duration of delirium and postintensive care functional outcome: over the hill? Crit Care Med 2014; 42:466-7. [PMID: 24434453 DOI: 10.1097/01.ccm.0000435679.14177.62] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] [Imported: 09/11/2023]
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Fisher DF, Kondili D, Williams J, Hess DR, Bittner EA, Schmidt UH. Tracheostomy tube change before day 7 is associated with earlier use of speaking valve and earlier oral intake. Respir Care 2014; 58:257-63. [PMID: 22782273 DOI: 10.4187/respcare.01714] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] [Imported: 09/11/2023]
Abstract
BACKGROUND Presence of a tracheostomy tube often decreases the patient's ability to communicate and to tolerate oral intake. The initial tracheostomy tube change is often recommended between day 7 and 14 post insertion. Local guidelines permit tracheostomy tube change 5 days after insertion. OBJECTIVE We hypothesized that changing tracheostomy tubes before day 7 is associated with earlier use of a speaking valve as well as earlier oral intake, compared to changing tracheostomy tubes after 7 days. METHODS We prospectively enrolled 130 admitted subjects, after tracheostomy placement to a respiratory care unit between July 2008 and May 2010. Subject data were recorded from the electronic medical record. The primary end point was the time from tracheostomy tube placement to tolerating speaking valve. The secondary end point was the time from tracheostomy tube placement to tolerating oral intake. Complications of tracheostomy tube change were recorded. RESULTS Thirty-eight subjects had the first tracheostomy tube change before 7 days (early group), and 92 subjects had the first tracheostomy tube change after 7 days (late group). The early group tolerated a speaking valve significantly sooner than the late group (7 d vs 12 d, P = .001). The early group also tolerated oral intake significantly sooner (10 d vs 20 d, P = .04). After change of the tracheostomy tube, the time to tolerating oral feeding was 5.5 days in both groups. There was no significant difference in time to decannulation between the groups. The early group had a shorter respiratory care unit stay (11 d vs 17 d, P = .001) and a shorter hospital stay (P = .05) than the late group. There was no difference in survival. There were no complications associated with tracheostomy tube change. CONCLUSIONS Tracheostomy tube change before day 7 is associated with earlier ability to tolerate speaking valve and oral intake. In this series, early tracheostomy tube change was not associated with an increased rate of complications.
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Tegaderm™ trauma in the operating room. Anesthesiology 2014; 119:955. [PMID: 23478484 DOI: 10.1097/aln.0b013e31828e13be] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] [Imported: 09/11/2023]
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Quraishi SA, Bittner EA, Christopher KB, Camargo CA. Vitamin D status and community-acquired pneumonia: results from the third National Health and Nutrition Examination Survey. PLoS One 2013; 8:e81120. [PMID: 24260547 PMCID: PMC3829945 DOI: 10.1371/journal.pone.0081120] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2013] [Accepted: 10/18/2013] [Indexed: 01/27/2023] [Imported: 09/11/2023] Open
Abstract
OBJECTIVE To investigate the association between serum 25-hydroxyvitamin D [25(OH)D] level and history of community-acquired pneumonia (CAP). PATIENTS AND METHODS We identified 16,975 individuals (≥17 years) from the third National Health and Nutrition Examination Survey (NHANES III) with documented 25(OH)D levels. To investigate the association of 25(OH)D with history of CAP in these participants, we developed a multivariable logistic regression model, adjusting for demographic factors (age, sex, race, poverty-to-income ratio, and geographic location), clinical data (body mass index, smoking status, asthma, chronic obstructive pulmonary disease, congestive heart failure, diabetes mellitus, stroke, chronic kidney disease, neutropenia, and alcohol consumption), and season. Locally weighted scatterplot smoothing (LOWESS) was used to depict the relationship between increasing 25(OH)D levels and the cumulative frequency of CAP in the study cohort. RESULTS The median [interquartile range (IQR)] serum 25(OH)D level was 24 (IQR 18-32) ng/mL. 2.1% [95% confidence interval (CI): 1.9-2.3] of participants reported experiencing a CAP within one year of their participation in the national survey. After adjusting for demographic factors, clinical data, and season, 25(OH)D levels <30 ng/mL were associated with 56% higher odds of CAP [odds ratio 1.56; 95% confidence interval: 1.17-2.07] compared to levels ≥30 ng/mL. LOWESS analysis revealed a near linear relationship between vitamin D status and the cumulative frequency of CAP up to 25(OH)D levels around 30 ng/mL. CONCLUSION Among 16,975 participants in NHANES III, 25(OH)D levels were inversely associated with history of CAP. Randomized controlled trials are warranted to determine the effect of optimizing vitamin D status on the risk of CAP.
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Sigakis MJG, Bittner EA, Wanderer JP. Validation of a risk stratification index and risk quantification index for predicting patient outcomes: in-hospital mortality, 30-day mortality, 1-year mortality, and length-of-stay. Anesthesiology 2013; 119:525-40. [PMID: 24137665 DOI: 10.1097/aln.0b013e31829ce6e6] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] [Imported: 09/11/2023]
Abstract
BACKGROUND External validation of published risk stratification models is essential to determine their generalizability. This study evaluates the performance of the Risk Stratification Indices (RSIs) and 30-day mortality Risk Quantification Index (RQI). METHODS 108,423 adult hospital admissions with anesthetics were identified (2006-2011). RSIs for mortality and length-of-stay endpoints were calculated using published methodology. 91,128 adult, noncardiac inpatient surgeries were identified with administrative data required for RQI calculation. RESULTS RSI in-hospital mortality and RQI 30-day mortality Brier scores were 0.308 and 0.017, respectively. RSI discrimination, by area under the receiver operating curves, was excellent at 0.966 (95% CI, 0.963-0.970) for in-hospital mortality, 0.903 (0.896-0.909) for 30-day mortality, 0.866 (0.861-0.870) for 1-yr mortality, and 0.884 (0.882-0.886) for length-of-stay. RSI calibration, however, was poor overall (17% predicted in-hospital mortality vs. 1.5% observed after inclusion of the regression constant) as demonstrated by calibration plots. Removal of self-fulfilling diagnosis and procedure codes (20,001 of 108,423; 20%) yielded similar results. RQIs were calculated for only 62,640 of 91,128 patients (68.7%) due to unmatched procedure codes. Patients with unmatched codes were younger, had higher American Society of Anesthesiologists physical status and 30-day mortality. The area under the receiver operating curve for 30-day mortality RQI was 0.888 (0.879-0.897). The model also demonstrated good calibration. Performance of a restricted index, Procedure Severity Score + American Society of Anesthesiologists physical status, performed as well as the original RQI model (age + American Society of Anesthesiologists + Procedure Severity Score). CONCLUSION Although the RSIs demonstrated excellent discrimination, poor calibration limits their generalizability. The 30-day mortality RQI performed well with age providing a limited contribution.
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Adams MC, Schmidt U, Hess DR, Stelfox HT, Bittner EA. Examination of patterns in intubation by an emergency airway team at a large academic center: higher frequency during daytime hours. Respir Care 2013; 59:743-8. [PMID: 24129335 DOI: 10.4187/respcare.02432] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] [Imported: 09/11/2023]
Abstract
BACKGROUND Emergency airway management represents an event with high acuity but unpredictable frequency and therefore presents a challenge for adequate staffing. Given circadian and seasonal variations, we hypothesized that the majority of emergency airway events happen after normal working hours and during the winter months. METHODS A retrospective analysis of 1,482 intubations by an emergency airway team over a 3-y period was performed. The data were obtained from hospitalized patients who required emergency airway management in a large academic medical center. A database of emergency airway consultations was analyzed for intubation time and date information, as well as geographic location within the hospital. RESULTS A greater percentage of emergency intubations occurred during day shift hours (7 am to 7 pm) compared with night shift hours, 57% and 43%, respectively (P < .01). The monthly frequency of intubations was not uniformly distributed across the year (P < .01). The greatest percentage of intubations was performed in February (10.9%), with the lowest being recorded in August (4.7%). CONCLUSIONS Emergency airway service utilization is highest during daytime hours, with seasonal variations composed of higher consults in the winter and lower consults in the summer.
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Development and Validation of an Intraoperative Predictive Model for Unplanned Postoperative Intensive Care. Anesthesiology 2013; 119:516-24. [PMID: 23756454 DOI: 10.1097/aln.0b013e31829ce8fd] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] [Imported: 09/11/2023]
Abstract
Abstract
Background:
The allocation of intensive care unit (ICU) beds for postoperative patients is a challenging daily task that could be assisted by the real-time detection of ICU needs. The goal of this study was to develop and validate an intraoperative predictive model for unplanned postoperative ICU use.
Methods:
With the use of anesthesia information management system, postanesthesia care unit, and scheduling data, a data set was derived from adult in-patient noncardiac surgeries. Unplanned ICU admissions were identified (4,847 of 71,996; 6.7%), and a logistic regression model was developed for predicting unplanned ICU admission. The model performance was tested using bootstrap validation and compared with the Surgical Apgar Score using area under the curve for the receiver operating characteristic.
Results:
The logistic regression model included 16 variables: age, American Society of Anesthesiologists physical status, emergency case, surgical service, and 12 intraoperative variables. The area under the curve was 0.905 (95% CI, 0.900–0.909). The bootstrap validation model area under the curves were 0.513 at booking, 0.688 at 3 h before case end, 0.738 at 2 h, 0.791 at 1 h, and 0.809 at case end. The Surgical Apgar Score area under the curve was 0.692. Unplanned ICU admissions had more ICU-free days than planned ICU admissions (5 vs. 4; P < 0.001) and similar mortality (5.6 vs. 6.0%; P = 0.248).
Conclusions:
The authors have developed and internally validated an intraoperative predictive model for unplanned postoperative ICU use. Incorporation of this model into a real-time data sniffer may improve the process of allocating ICU beds for postoperative patients.
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Levine AR, Meyer MJ, Bittner EA, Berg S, Kalman R, Stanislaus AB, Ryan C, Ball SA, Eikermann M. Oral midodrine treatment accelerates the liberation of intensive care unit patients from intravenous vasopressor infusions. J Crit Care 2013; 28:756-62. [PMID: 23845791 DOI: 10.1016/j.jcrc.2013.05.021] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2013] [Revised: 04/25/2013] [Accepted: 05/31/2013] [Indexed: 11/19/2022] [Imported: 09/11/2023]
Abstract
PURPOSE Persistent low-level hypotension represents a barrier to discharging patients from the intensive care unit (ICU). Midodrine may be an effective adjunct to wean intravenous (IV) vasopressors and permit ICU discharge. We tested the hypothesis that midodrine, given to patients on IV vasopressors who otherwise met ICU discharge criteria, increased the magnitude of change in IV vasopressor rate. MATERIALS AND METHODS This was a prospective, observational study in 20 adult surgical ICU patients who met ICU discharge criteria except for an IV vasopressor requirement. We compared the change in phenylephrine equivalent rates during the day before midodrine to the change in phenylephrine equivalent rates after midodrine initiation and analyzed changes in total body fluid balance, heart rate, mean arterial pressure, and white blood cell count during this period. RESULTS Patients received 41.0±33.4 μg/min of phenylephrine equivalents and the change in IV vasopressor rate (slope) decreased significantly from -0.62 μg/min per hour of phenylephrine equivalents before midodrine to -2.20 μg/min per hour following the initiation of midodrine treatment (P=.012). Change in total body fluid balance, heart rate, mean arterial pressure, and white blood cell count did not correlate with change in IV vasopressor rate. CONCLUSION Midodrine treatment was associated with an increase in the magnitude of decline of the IV vasopressor rate. Oral midodrine may facilitate liberation of surgical ICU patients from an IV vasopressor infusion, and this may affect discharge readiness of patients from the ICU.
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Johnson DW, Schmidt UH, Bittner EA, Christensen B, Levi R, Pino RM. Delay of transfer from the intensive care unit: a prospective observational study of incidence, causes, and financial impact. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2013; 17:R128. [PMID: 23826830 PMCID: PMC4057477 DOI: 10.1186/cc12807] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2012] [Accepted: 07/04/2013] [Indexed: 11/10/2022] [Imported: 09/11/2023]
Abstract
INTRODUCTION A paucity of literature exists regarding delays in transfer out of the intensive care unit. We sought to analyze the incidence, causes, and costs of delayed transfer from a surgical intensive care unit (SICU). METHODS An IRB-approved prospective observational study was conducted from January 24, 2010, to July 31, 2010, of all 731 patients transferred from a 20-bed SICU at a large tertiary-care academic medical center. Data were collected on patients who were medically ready for transfer to the floor who remained in the SICU for at least 1 extra day. Reasons for delay were examined, and extra costs associated were estimated. RESULTS Transfer to the floor was delayed in 22% (n = 160) of the 731 patients transferred from the SICU. Delays ranged from 1 to 6 days (mean, 1.5 days; median, 2 days). The extra costs associated with delays were estimated to be $581,790 during the study period, or $21,547 per week. The most common reasons for delay in transfer were lack of available surgical-floor bed (71% (114 of 160)), lack of room appropriate for infectious contact precautions (18% (28 of 160)), change of primary service (Surgery to Medicine) (7% (11 of 160)), and lack of available patient attendant ("sitter" for mildly delirious patients) (3% (five of 160)). A positive association was found between the daily hospital census and the daily number of SICU beds occupied by patients delayed in transfer (Spearman rho = 0.27; P < 0.0001). CONCLUSIONS Delay in transfer from the SICU is common and costly. The most common reason for delay is insufficient availability of surgical-floor beds. Delay in transfer is associated with high hospital census. Further study of this problem is necessary.
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The decision to use succinylcholine for critically ill patients should not be based on duration of time in the intensive care unit alone. Anesth Analg 2013; 116:1182. [PMID: 23606469 DOI: 10.1213/ane.0b013e31828c0046] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] [Imported: 09/11/2023]
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Coppadoro A, Berra L, Kumar A, Pinciroli R, Yamada M, Schmidt UH, Bittner EA, Kaneki M. Critical illness is associated with decreased plasma levels of coenzyme Q10: a cross-sectional study. J Crit Care 2013; 28:571-6. [PMID: 23618779 DOI: 10.1016/j.jcrc.2013.02.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2012] [Revised: 01/12/2013] [Accepted: 02/11/2013] [Indexed: 12/12/2022] [Imported: 09/11/2023]
Abstract
PURPOSE Plasma coenzyme Q10 (CoQ10) levels are lower in patients with septic shock (SS) than in healthy controls (HCs). However, CoQ10 status in critically ill patients without SS is unknown. Here, we investigated CoQ10 concentrations in patients with SS and without SS as compared with HCs. MATERIALS AND METHODS We enrolled 36 critically ill patients and 18 HCs. Plasma CoQ10 concentrations were measured, and patients' clinical and demographical data were collected. RESULTS Plasma CoQ10 concentrations were lower in critically ill patients (0.50±0.36 μg/mL, P<.001), both in patients with SS (0.37±0.25 μg/mL, P=.002) and patients without SS (0.56±0.39, P=.04), as compared with HCs (0.79±0.19). Coenzyme Q10 levels did not differ between patients with SS and patients without SS (P=.13). In critically ill patients, CoQ10 levels inversely correlated with age (r=-0.40, P=.015) and did not correlate with partial pressure of oxygen in the arterial blood/fraction of inspired oxygen, Simplified Acute Physiology Score II, Systemic Organ Failure Assessment score, or mortality. Lower CoQ10 levels were associated with lower activities of daily living score after discharge (P=.005), independent of age. CONCLUSIONS Decreased plasma CoQ10 levels are not specific to patients with SS, but rather observed in a broad range of critically ill patients. In critically ill patients, CoQ10 insufficiency may be associated with various conditions; age may be a risk factor.
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