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1.
Article in English | MEDLINE | ID: mdl-38546947

ABSTRACT

Hispanic populations face significant disparities in health and healthcare. The COVID-19 pandemic highlighted and sometimes further exacerbated these disparities. We conducted a multisite, retrospective cohort study of 6494 hospitalized adult patients admitted between March 2020 and January 2022 with a diagnosis of COVID-19 from five sites including academic hospitals in MN, AZ, and FL and community hospitals in MN and WI. This is an ancillary project of the Viral Infection and Respiratory illness Universal Study (VIRUS) registry, supplemented by electronic health record data. We compared in-hospital mortality and length of stay outcomes between Hispanic and non-Hispanic populations admitted with COVID-19 using propensity matched scores to account for imbalances in demographic and clinical covariables. Among a total of 6494 patients, 512 (7.9%) patients were reported deceased and 5982 (92.1%) alive at discharge. We did not find a statistically significant difference between in-hospital mortality nor length of stay between the two groups.

2.
Chest ; 165(6): 1341-1351, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38145716

ABSTRACT

BACKGROUND: Challenges with SARS-CoV-2 vaccine prioritization, access, and hesitancy have influenced vaccination uptake. RESEARCH QUESTION: Was the impact of SARS-CoV-2 vaccine rollout on COVID-19 monthly admission and mortality trends different between Hispanic and non-Hispanic populations? STUDY DESIGN AND METHODS: We used interrupted time series analysis to conduct an ancillary study of the Viral Infection and Respiratory Illness Universal Study registry supplemented by electronic health record data from five participating Mayo Clinic sites in Florida, Arizona, Minnesota, and Wisconsin. We included hospitalized patients with COVID-19 admitted between April 2020 and December 2021. Our primary outcome was the impact of vaccine rollout on admission trends. Our secondary outcome was the impact of vaccine rollout on mortality trends. RESULTS: This interrupted time series analysis includes 6,442 patients. Vaccine rollout was associated with improved monthly hospital admission trends among both Hispanic and non-Hispanic patients. Among Hispanic patients, pre-vaccine rollout, monthly admissions increased by 12.9% (95% CI, 8.1%-17.9%). Immediately after vaccine rollout, patient admissions declined by -66.3% (95% CI, -75.6% to -53.9%). Post-vaccine rollout, monthly admissions increased by 3.7% (95% CI, 0.2%-7.3%). Among non-Hispanic patients, pre-vaccine rollout, monthly admissions increased by 35.8% (95% CI, 33.4%-38.1%). Immediately after vaccine rollout, patient admissions declined by -75.2% (95% CI, -77.6% to -72.7%). Post-vaccine rollout, monthly admissions increased by 5.6% (95% CI, 4.5%-6.7%). These pre-vaccine rollout admission trends were significantly different (P < .001). Post-vaccine rollout, the change in admission trend was significantly different (P < .001). The associated beneficial impact from vaccine rollout on monthly hospital admission trends among Hispanic patients was significantly lower. The trend in monthly mortality rate was fourfold greater (worse) among Hispanic patients (8.3%; 95% CI, 3.6%-13.4%) vs non-Hispanic patients (2.2%; 95% CI, 0.6%-3.8%), but this was not shown to be related to vaccine rollout. INTERPRETATION: SARS-CoV-2 vaccine rollout was associated with improved COVID-19 admission trends among non-Hispanic vs Hispanic patients. Vaccine rollout was not shown to influence mortality trends in either group, which were four times higher among Hispanic patients. Improved vaccine rollout may have reduced disparities in admission trends for Hispanic patients, but other factors influenced their mortality trends.


Subject(s)
COVID-19 Vaccines , COVID-19 , Hispanic or Latino , Interrupted Time Series Analysis , Humans , COVID-19/prevention & control , COVID-19/mortality , Male , Female , COVID-19 Vaccines/administration & dosage , Hispanic or Latino/statistics & numerical data , Middle Aged , Aged , SARS-CoV-2 , Hospitalization/statistics & numerical data , Hospitalization/trends , United States/epidemiology , Adult , Vaccination/statistics & numerical data , Vaccination/trends
3.
Mayo Clin Proc ; 98(5): 736-747, 2023 05.
Article in English | MEDLINE | ID: mdl-37028977

ABSTRACT

OBJECTIVE: To develop and validate an updated lung injury prediction score for coronavirus disease 2019 (COVID-19) (c-LIPS) tailored for predicting acute respiratory distress syndrome (ARDS) in COVID-19. PATIENTS AND METHODS: This was a registry-based cohort study using the Viral Infection and Respiratory Illness Universal Study. Hospitalized adult patients between January 2020 and January 2022 were screened. Patients who qualified for ARDS within the first day of admission were excluded. Development cohort consisted of patients enrolled from participating Mayo Clinic sites. The validation analyses were performed on remaining patients enrolled from more than 120 hospitals in 15 countries. The original lung injury prediction score (LIPS) was calculated and enhanced using reported COVID-19-specific laboratory risk factors, constituting c-LIPS. The main outcome was ARDS development and secondary outcomes included hospital mortality, invasive mechanical ventilation, and progression in WHO ordinal scale. RESULTS: The derivation cohort consisted of 3710 patients, of whom 1041 (28.1%) developed ARDS. The c-LIPS discriminated COVID-19 patients who developed ARDS with an area under the curve (AUC) of 0.79 compared with original LIPS (AUC, 0.74; P<.001) with good calibration accuracy (Hosmer-Lemeshow P=.50). Despite different characteristics of the two cohorts, the c-LIPS's performance was comparable in the validation cohort of 5426 patients (15.9% ARDS), with an AUC of 0.74; and its discriminatory performance was significantly higher than the LIPS (AUC, 0.68; P<.001). The c-LIPS's performance in predicting the requirement for invasive mechanical ventilation in derivation and validation cohorts had an AUC of 0.74 and 0.72, respectively. CONCLUSION: In this large patient sample c-LIPS was successfully tailored to predict ARDS in COVID-19 patients.


Subject(s)
COVID-19 , Lung Injury , Respiratory Distress Syndrome , Adult , Humans , COVID-19/complications , Cohort Studies , Lung , Respiratory Distress Syndrome/diagnosis , Respiratory Distress Syndrome/etiology
4.
Shock ; 59(5): 702-707, 2023 05 01.
Article in English | MEDLINE | ID: mdl-36870069

ABSTRACT

ABSTRACT: Objective: To identify and describe characteristics of patients with sepsis who could be treated with minimally invasive sepsis (MIS) approach without intensive care unit (ICU) admission and to develop a prediction model to select candidates for MIS approach. Methods: A secondary analysis of the electronic database of patients with sepsis at Mayo Clinic, Rochester, MN. Candidates for the MIS approach were adults with septic shock and less than 48 hours of ICU stay, who did not require advanced respiratory support and were alive at hospital discharge. Comparison group consisted of septic shock patients with an ICU stay of more than 48 hours without advanced respiratory support at the time of ICU admission. Results: Of 1795 medical ICU admissions, 106 patients (6%) met MIS approach criteria. Predictive variables (age >65 years, oxygen flow >4 L/min, temperature <37°C, creatinine >1.6 mg/dL, lactate >3 mmol/L, white blood cells >15 × 10 9 /L, heart rate >100 beats/min, and respiration rate >25 breaths/min) selected through logistic regression were translated into an 8-point score. Model discrimination yielded the area under the receiver operating characteristic curve of 79% and was well fitted (Hosmer-Lemeshow P = 0.94) and calibrated. The MIS score cutoff of 3 resulted in a model odds ratio of 0.15 (95% confidence interval, 0.08-0.28) and a negative predictive value of 91% (95% confidence interval, 88.69-92.92). Conclusions: This study identifies a subset of low-risk septic shock patients who can potentially be managed outside the ICU. Once validated in an independent, prospective sample our prediction model can be used to identify candidates for MIS approach.


Subject(s)
Sepsis , Shock, Septic , Adult , Humans , Aged , Prospective Studies , Retrospective Studies , Intensive Care Units , World Health Organization , Prognosis , ROC Curve
5.
Kidney360 ; 3(9): 1502-1510, 2022 09 29.
Article in English | MEDLINE | ID: mdl-36245663

ABSTRACT

Background: Acute kidney injury (AKI) is most commonly caused by tubular injury and is associated with a wide variety of critical illnesses. It is well known that urinary biomarkers can lead to the early identification of AKI. However, the ability of urinary biomarkers to distinguish between different types of critical illness has been less studied. Methods: In this prospective cohort study, urinary neutrophil gelatinase-associated lipocalin (uNGAL) was measured in 107 patients consecutively admitted to the ICUs in our tertiary medical center. uNGAL samples were collected within 3-6 hours of admission to an ICU and measured by ELISA. All data were analyzed using R statistical software, and univariate analysis was used to determine the correlations of uNGAL levels with AKI stage, admission diagnoses, and ICU course. Results: uNGAL level increased by a mean of 24-fold (SD 10-59) in ICU patients with AKI and demonstrated a significant correlation with the different AKI stages. uNGAL predicted the need for RRT, with values increased by more than 15-fold (P<0.05) in patients needing RRT, and remained a useful tool to predict AKI in ICU patients with a urinary tract infection. uNGAL level was correlated with certain ICU admitting diagnoses whereby uNGAL levels were lower in ICU patients with cardiogenic shock compared with other admission diagnoses (ß=-1.92, P<0.05). Conclusions: uNGAL can be used as an early predictor of AKI and its severity in patients admitted to the ICU, including the need for RRT. uNGAL may also help in distinguishing patients with cardiogenic shock from those with other critical illnesses and identifying those at risk for poor outcomes irrespective of the presence of AKI.


Subject(s)
Acute Kidney Injury , Lipocalins , Acute Kidney Injury/diagnosis , Acute-Phase Proteins/metabolism , Biomarkers/urine , Critical Illness , Humans , Intensive Care Units , Lipocalin-2 , Lipocalins/urine , Prospective Studies , Proto-Oncogene Proteins/metabolism , Shock, Cardiogenic/complications
6.
Kidney Int ; 92(3): 721-728, 2017 09.
Article in English | MEDLINE | ID: mdl-28528131

ABSTRACT

Recent literature suggests an increase in the incidence of acute kidney injury (AKI). We evaluated population-based trends of AKI over the course of nine years, using a validated electronic health record tool to detect AKI. All adult residents (18 years of age and older) of Olmsted County, Minnesota (MN), admitted to the Mayo Clinic Hospital between 2006 and 2014 were included. The incidence rate of AKI was calculated and temporal trends in the annual AKI incident rates assessed. During the nine-year study period, 10,283, and 41,847 patients were admitted to the intensive care unit or general ward, with 1,740 and 2,811 developing AKI, respectively. The unadjusted incidence rates were 186 and 287 per 100,000 person years in 2006 and reached 179 and 317 per 100,000 person years in 2014. Following adjustment for age and sex, there was no significant change in the annual AKI incidence rate during the study period with a Relative Risk of 0.99 per year (95% confidence interval 0.97-1.01) for intensive care unit patients and 0.993 per year (0.98-1.01) for the general ward patients. Similar results were obtained when the ICD-9 codes or administrative data for dialysis-requiring AKI was utilized to determine incident cases. Thus, despite the current literature that suggests an epidemic of AKI, we found that after adjusting for age and sex the incidence of AKI in the general population remained relatively stable over the last decade.


Subject(s)
Acute Kidney Injury/epidemiology , Epidemiological Monitoring , Intensive Care Units/statistics & numerical data , Aged , Aged, 80 and over , Electronic Health Records/statistics & numerical data , Female , Hospitalization/statistics & numerical data , Hospitalization/trends , Humans , Incidence , Male , Middle Aged , Minnesota/epidemiology , Renal Dialysis , Risk Factors
7.
BMJ Open Gastroenterol ; 3(1): e000069, 2016.
Article in English | MEDLINE | ID: mdl-27110379

ABSTRACT

INTRODUCTION: Significant impairments in health-related quality of life (HRQL) in patients with non-alcoholic fatty liver disease have been previously described. The disease-specific HRQL among patients with non-alcoholic steatohepatitis (NASH), however, remains unknown. AIM: To determine the degree of construct validity of the Chronic Liver Disease Questionnaire (CLDQ) in adults with NASH. METHODS: Participants referred for the evaluation of histology-proven NASH at Mayo Clinic, Rochester, between 1996 and 2000, were evaluated. HRQL assessment by the Short-Form 36 (SF-36) Health Survey and CLD) was performed. The primary outcome was to determine the level of correlation between overall and subscale scores for the CLDQ and SF-36 instruments. RESULTS: Among 79 participants (70%) with NASH completing both questionnaires (mean age, 51.2 years with 64% female gender), excellent reliability was noted for the CLDQ instrument. Significant reductions in all SF-36 domains (p<0.05 for all) including PCS and MCS scores (p<0.02 for both) among participants with NASH compared with normative data from an age-matched and sex-matched US general population sample was observed. Highly significant correlations were observed between overall CLDQ score with SF-36 PCS (r=0.82, p<0.0001) and SF-36 MCS (r=0.67, p<0.0001) scores. Similar degrees of correlation were observed between relevant subscales of the CLDQ and SF-36 as well. DISCUSSION: The CLDQ has excellent reliability and validity of construct for HRQL assessment in adults with NASH when compared with the SF-36. Future investigations among participants with NASH require assessing the responsiveness of the CLDQ to medical therapies and disease progression.

8.
Crit Care ; 19: 356, 2015 Oct 02.
Article in English | MEDLINE | ID: mdl-26428615

ABSTRACT

INTRODUCTION: The long-term attributable burden related to acute respiratory distress syndrome (ARDS) is not fully investigated. The aim of this study is to evaluate the quality of life (QOL) and functional status at 6 months after hospitalization in patients at risk for ARDS who did and did not develop the syndrome. METHOD: This is a population-based prospective cohort study of adult patients from Olmsted County, Minnesota, with or at risk for ARDS hospitalized from October 2008 to July 2011. The primary outcomes were changes in QOL and functional status, measured through 12-Item Short Form Survey (SF-12) and Barthel Index (BI) respectively, from baseline to 6 months, compared between survivors who did and did not develop ARDS. RESULTS: Of 410 patients with or at risk for ARDS, 98 had baseline surveys collected and 67 responded to a 6-month survey (26 ARDS, 41 non-ARDS). Both ARDS and non-ARDS groups had lower physical component of SF-12 at baseline compared to general population (P < 0.001 for both). ARDS patients had poorer baseline functional status compared to non-ARDS (mean BI 80 ± 25 vs. 88 ± 22, P = 0.03). No significant differences were observed for the change between 6 months and baseline BI (delta 2.3 for ARDS vs. 2.0 for non-ARDS, P = 0.5), or mental (delta 2.7 vs. 2.4, P = 0.9) or physical (delta -3 vs. -3.3, P = 0.9) component of SF-12 between survivors with and without ARDS. CONCLUSION: In this population-based study, decreased QOL and functional status 6 months after hospitalization were largely explained by baseline condition, with similar recovery in survivors who did and did not develop ARDS.


Subject(s)
Activities of Daily Living , Quality of Life , Respiratory Distress Syndrome/complications , Survivors/statistics & numerical data , Adult , Aged , Case-Control Studies , Female , Health Status , Humans , Male , Middle Aged , Prospective Studies , Risk Factors
9.
Mayo Clin Proc ; 90(3): 321-8, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25638301

ABSTRACT

OBJECTIVE: To explore the effect of various adverse hospital events on short- and long-term outcomes in a cohort of acutely ill hospitalized patients. PATIENTS AND METHODS: In a secondary analysis of a retrospective cohort of acutely ill hospitalized patients with sepsis, shock, or pneumonia or undergoing high-risk surgery who were at risk for or had developed acute respiratory distress syndrome between 2001 and 2010, the effects of potentially preventable hospital exposures and adverse events (AEs) on in-hospital and intensive care unit (ICU) mortality, length of stay, and long-term survival were analyzed. Adverse effects chosen for inclusion were inadequate empiric antimicrobial coverage, hospital-acquired aspiration, medical or surgical misadventure, inappropriate blood product transfusion, and injurious tidal volume while on mechanical ventilation. RESULTS: In 828 patients analyzed, the distribution of 0, 1, 2, and 3 or more cumulative AEs was 521 (63%), 126 (15%), 135 (16%), and 46 (6%) patients, respectively. The adjusted odds ratios (95% CI) for in-hospital mortality in patients who had 1, 2, and 3 or more AEs were 0.9 (0.5-1.7), 0.9 (0.5-1.6), and 1.4 (0.6-3.3), respectively. One AE increased the length of stay, difference between means (95% CI), in the hospital by 8.7 (3.8-13.7) days and in the ICU by 2.4 (0.6-4.2) days. CONCLUSION: Potentially preventable hospital exposure to AEs is associated with prolonged ICU and hospital lengths of stay. Implementation of effective patient safety interventions is of utmost priority in acute care hospitals.


Subject(s)
Hospital Mortality , Length of Stay/statistics & numerical data , Medical Errors/statistics & numerical data , Respiratory Distress Syndrome/mortality , Aged , Aged, 80 and over , Female , Humans , Intensive Care Units , Male , Middle Aged , Retrospective Studies , Risk Assessment , Risk Factors , Survival Analysis
10.
Crit Care Med ; 43(2): 308-17, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25318386

ABSTRACT

OBJECTIVES: Patients with severe, persistent hypoxemic respiratory failure have a higher mortality. Early identification is critical for informing clinical decisions, using rescue strategies, and enrollment in clinical trials. The objective of this investigation was to develop and validate a prediction model to accurately and timely identify patients with severe hypoxemic respiratory failure at high risk of death, in whom novel rescue strategies can be efficiently evaluated. DESIGN: Electronic medical record analysis. SETTING: Medical, surgical, and mixed ICU setting at a tertiary care institution. PATIENTS: Mechanically-ventilated ICU patients. MEASUREMENTS AND MAIN RESULTS: Mechanically ventilated ICU patients were screened for severe hypoxemic respiratory failure (Murray lung injury score of ≥ 3). Survival to hospital discharge was the dependent variable. Clinical predictors within 24 hours of onset of severe hypoxemia were considered as the independent variables. An area under the curve and a Hosmer-Lemeshow goodness-of-fit test were used to assess discrimination and calibration. A logistic regression model was developed in the derivation cohort (2005-2007). The model was validated in an independent cohort (2008-2010). Among 79,341 screened patients, 1,032 met inclusion criteria. Mortality was 41% in the derivation cohort (n = 464) and 35% in the validation cohort (n = 568). The final model included hematologic malignancy, cirrhosis, aspiration, estimated dead space, oxygenation index, pH, and vasopressor use. The area under the curve of the model was 0.85 (0.82-0.89) and 0.79 (0.75-0.82) in the derivation and validation cohorts, respectively, and showed good calibration. A modified model, including only physiologic variables, performed similarly. It had comparable performance in patients with acute respiratory distress syndrome and outperformed previous prognostic models. CONCLUSIONS: A model using comorbid conditions and physiologic variables on the day of developing severe hypoxemic respiratory failure can predict hospital mortality.


Subject(s)
Hypoxia/mortality , Intensive Care Units/statistics & numerical data , Respiration, Artificial/mortality , Respiratory Insufficiency/mortality , APACHE , Adult , Aged , Comorbidity , Female , Hospital Mortality , Humans , Hypoxia/epidemiology , Male , Middle Aged , Models, Statistical , Prognosis , Respiratory Insufficiency/epidemiology , Risk Assessment , Tertiary Care Centers
11.
Laryngoscope ; 124(2): 498-503, 2014 Feb.
Article in English | MEDLINE | ID: mdl-23818139

ABSTRACT

OBJECTIVES/HYPOTHESIS: Idiopathic subglottic stenosis (ISS) is a rare type of airway stenosis of unclear etiology. Open resection, while effective, remains a complex surgery and requires a hospital stay. Endoscopic management is often preferred but has historically been associated with a high recurrence rate. We aimed to analyze our experience, consisting of a standardized endoscopic approach combined with an empiric medical treatment. STUDY DESIGN: Retrospective cohort study. METHODS: All patients with ISS managed with standardized endoscopic treatment at our institution between 1987 and 2012 were identified, and their electronic medical records were reviewed. The treatment consisted of CO2 laser resection without dilatation and local infiltration with steroids and application of mitomycin C. Patients were also treated with antireflux medications, inhaled corticosteroids, and occasionally trimethoprim-sulfamethoxazole. The influence of medical management on annual recurrence rate was analyzed using negative binomial logistic regression. RESULTS: A total of 110 patients treated with standardized endoscopic management were included in our analysis. The procedure was well tolerated by all patients without complications. Recurrences were observed in approximately 60% of patients at 5 years. There was a trend suggesting an association between aggressive medical treatment and a reduction in the rate of recurrence/person/year (relative risk = 0.52, P = 0.051). CONCLUSION: A standardized endoscopic management of ISS consisting of CO2 laser vaporization of the fibrotic scar appears effective in symptom control, with 40% of patients not requiring retreatment in the follow-up period, and with recurrence noted in a majority of patients. Aggressive medical treatment may have a role, but further prospective studies are required to confirm these findings. LEVEL OF EVIDENCE: 4.


Subject(s)
Laryngostenosis/therapy , Adult , Aged , Aged, 80 and over , Algorithms , Cohort Studies , Female , Humans , Laryngoscopy , Male , Middle Aged , Retrospective Studies , Young Adult
12.
Crit Care Med ; 42(1): 31-9, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23982022

ABSTRACT

OBJECTIVE: Acute respiratory distress syndrome is a common complication of critical illness, with high mortality and limited treatment options. Preliminary studies suggest that potentially preventable hospital exposures contribute to acute respiratory distress syndrome development. We aimed to determine the association between specific hospital exposures and the rate of acute respiratory distress syndrome development among at-risk patients. DESIGN: Population-based, nested, Matched case-control study. PATIENTS: Consecutive adults who developed acute respiratory distress syndrome from January 2001 through December 2010 during their hospital stay (cases) were matched to similar-risk patients without acute respiratory distress syndrome (controls). They were matched for 6 baseline characteristics. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Trained investigators blinded to outcome of interest reviewed medical records for evidence of specific exposures, including medical and surgical adverse events, inadequate empirical antimicrobial treatment, hospital-acquired aspiration, injurious mechanical ventilation, transfusion, and fluid and medication administration. Conditional logistic regression was used to calculate the risk associated with individual exposures. During the 10-year period, 414 patients with hospital-acquired acute respiratory distress syndrome were identified and matched to 414 at-risk, acute respiratory distress syndrome-free controls. Adverse events were highly associated with acute respiratory distress syndrome development (odds ratio, 6.2; 95% CI, 4.0-9.7), as were inadequate antimicrobial therapy, mechanical ventilation with injurious tidal volumes, hospital-acquired aspiration, and volume of blood products transfused and fluids administered. Exposure to antiplatelet agents during the at-risk period was associated with a decreased risk of acute respiratory distress syndrome. Rate of adverse hospital exposures and prevalence of acute respiratory distress syndrome decreased during the study period. CONCLUSIONS: Prevention of adverse hospital exposures in at-risk patients may limit the development of acute respiratory distress syndrome.


Subject(s)
Respiratory Distress Syndrome/etiology , Aged , Anti-Bacterial Agents/administration & dosage , Anti-Bacterial Agents/therapeutic use , Case-Control Studies , Female , Humans , Logistic Models , Male , Medical Errors/adverse effects , Medication Errors/adverse effects , Respiration, Artificial/adverse effects , Respiratory Distress Syndrome/prevention & control , Risk Factors
13.
Transfusion ; 53(6): 1205-16, 2013 Jun.
Article in English | MEDLINE | ID: mdl-22934792

ABSTRACT

BACKGROUND: Transfusion-related acute lung injury (TRALI) and transfusion-associated circulatory overload (TACO) are leading causes of transfusion-related mortality. Notably, poor syndrome recognition and underreporting likely result in an underestimate of their true attributable burden. We aimed to develop accurate electronic health record-based screening algorithms for improved detection of TRALI/transfused acute lung injury (ALI) and TACO. STUDY DESIGN AND METHODS: This was a retrospective observational study. The study cohort, identified from a previous National Institutes of Health-sponsored prospective investigation, included 223 transfused patients with TRALI, transfused ALI, TACO, or complication-free controls. Optimal case detection algorithms were identified using classification and regression tree (CART) analyses. Algorithm performance was evaluated with sensitivities, specificities, likelihood ratios, and overall misclassification rates. RESULTS: For TRALI/transfused ALI detection, CART analysis achieved a sensitivity and specificity of 83.9% (95% confidence interval [CI], 74.4%-90.4%) and 89.7% (95% CI, 80.3%-95.2%), respectively. For TACO, the sensitivity and specificity were 86.5% (95% CI, 73.6%-94.0%) and 92.3% (95% CI, 83.4%-96.8%), respectively. Reduced PaO2 /FiO2 ratios and the acquisition of posttransfusion chest radiographs were the primary determinants of case versus control status for both syndromes. Of true-positive cases identified using the screening algorithms (TRALI/transfused ALI, n = 78; TACO, n = 45), only 11 (14.1%) and five (11.1%) were reported to the blood bank by physicians, respectively. CONCLUSIONS: Electronic screening algorithms have shown good sensitivity and specificity for identifying patients with TRALI/transfused ALI and TACO at our institution. This supports the notion that active electronic surveillance may improve case identification, thereby providing a more accurate understanding of TRALI/transfused ALI and TACO epidemiology.


Subject(s)
Acute Lung Injury/epidemiology , Algorithms , Blood Group Incompatibility/epidemiology , Electronic Health Records , Population Surveillance/methods , Pulmonary Edema/epidemiology , Acute Lung Injury/etiology , Aged , Blood Gas Analysis , Blood Group Incompatibility/complications , Female , Humans , Hypoxia/epidemiology , Hypoxia/etiology , Longitudinal Studies , Male , Middle Aged , Multivariate Analysis , Pulmonary Edema/etiology , Respiratory Rate , Retrospective Studies , Risk Factors , Sensitivity and Specificity
14.
Am J Med Qual ; 28(2): 135-42, 2013.
Article in English | MEDLINE | ID: mdl-22822159

ABSTRACT

Many early warning models for hospitalized patients use variables measured on admission to the hospital ward; few have been rigorously derived and validated. The objective was to create and validate a clinical deterioration prediction tool using routinely collected clinical and nursing measurements. Multivariate regression analysis was used to determine clinical variables statistically associated with clinical deterioration; subsequently, the model tool was retrospectively validated using a different cohort of medical inpatients. The Braden Scale (P = .01; odds ratio [OR] = 0.91; confidence interval [CI] = 0.84-0.98), respiratory rate (P < .01; OR = 1.08; CI = 1.04-1.13), oxygen saturation (P < .01; OR = 0.97; CI = 0.96-0.99), and shock index (P < .01; OR = 2.37; CI = 1.14-3.98) were predictive of clinical deterioration 2-12 hours in the future. When applied to the validation cohort, the tool demonstrated fair concordance with actual outcomes. This tool created using routinely collected clinical measurements can serve as a very early warning system for hospitalized medical patients.


Subject(s)
Internal Medicine/statistics & numerical data , Patient Admission/statistics & numerical data , Prognosis , Risk Assessment/statistics & numerical data , Aged , Aged, 80 and over , Blood Pressure , Female , Heart Rate , Hospital Rapid Response Team/statistics & numerical data , Humans , Intensive Care Units/statistics & numerical data , Male , Middle Aged , Models, Statistical , Retrospective Studies , Severity of Illness Index
15.
Respir Care ; 57(11): 1887-93, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22613692

ABSTRACT

BACKGROUND: Optimal titration of inspired oxygen is important to prevent hyperoxia in mechanically ventilated patients in ICUs. There is mounting evidence of the deleterious effects of hyperoxia; however, there is a paucity of data about F(IO(2)) practice and oxygen exposure among patients in ICUs. We therefore sought to assess excessive F(IO(2)) exposure in mechanically ventilated patients with acute lung injury and to evaluate the effect on pulmonary outcomes. METHODS: From a database of ICU patients with acute lung injury identified by prospective electronic medical record screening, we identified those who underwent invasive mechanical ventilation for > 48 hours from January 1 to December 31, 2008. Ventilator settings, including F(IO(2)) and corresponding S(pO(2)), were collected from the electronic medical record at 15-min intervals for the first 48 hours. Excessive F(IO(2)) was defined as F(IO(2)) > 0.5 despite S(pO(2)) > 92%. The association between the duration of excessive exposure and pulmonary outcomes was assessed by change in oxygenation index from baseline to 48 hours and was analyzed by univariate and multivariate linear regression analysis. RESULTS: Of 210 patients who met the inclusion criteria, 155 (74%) were exposed to excessive F(IO(2)) for a median duration of 17 hours (interquartile range 7.5-33 h). Prolonged exposure to excessive F(IO(2)) correlated with worse oxygenation index at 48 hours in a dose-response manner (P < .001.). Both exposure to higher F(IO(2)) and longer duration of exposure were associated with worsening oxygenation index at 48 hours (P < .001), more days on mechanical ventilation, longer ICU stay, and longer hospital stay (P = .004). No mortality difference was noted. CONCLUSIONS: Excessive oxygen supplementation is common in mechanically ventilated patients with ALI and may be associated with worsening lung function.


Subject(s)
Acute Lung Injury/therapy , Oxygen Inhalation Therapy/adverse effects , Respiration, Artificial/methods , Acute Lung Injury/physiopathology , Aged , Aged, 80 and over , Female , Humans , Intensive Care Units , Linear Models , Male , Middle Aged , Statistics, Nonparametric , Treatment Outcome
16.
Am J Respir Crit Care Med ; 185(8): 842-50, 2012 Apr 15.
Article in English | MEDLINE | ID: mdl-22281833

ABSTRACT

RATIONALE: Transfusion-related pulmonary complications are leading causes of morbidity and mortality attributed to transfusion. Observational studies suggest an important role for red blood cell (RBC) storage duration in these adverse outcomes. OBJECTIVES: To evaluate the impact of RBC storage duration on short-term pulmonary function as well as immunologic and coagulation status in mechanically ventilated patients receiving RBC transfusion. METHODS: This is a double-blind, randomized, clinical trial comparing fresh (≤5 d of storage) versus standard issue single-unit RBC transfusion in adult intubated and mechanically ventilated patients. The primary outcome is the change in pulmonary gas exchange as assessed by the partial pressure of arterial oxygen to fraction of inspired oxygen concentration ratio (ΔPa(O(2))/Fi(O(2))). Secondary outcomes include changes in immune and coagulation status. MEASUREMENTS AND MAIN RESULTS: Fifty patients were randomized to receive fresh RBCs and an additional 50 patients to standard issue RBCs. Median storage age was 4.0 days (interquartile range, 3.0-5.0) and 26.5 days (interquartile range, 21.0-36.0) in the fresh RBC group and standard issue RBC group, respectively. No differences were noted in the primary outcome of ΔPa(O(2))/Fi(O(2)) (difference between the mean ΔPa(O(2))/Fi(O(2)) in the standard issue RBC group vs. the fresh RBC group, -11.5; 95% confidence interval, -35.3 to 12.3; P = 0.22). Similarly, no significant differences were noted in markers of immunologic or coagulation status. CONCLUSIONS: In this randomized clinical trial, no differences were noted in early measures of pulmonary function or in immunologic or coagulation status when comparing fresh versus standard issue single-unit RBC transfusion. Clinical trial registered with ClinicalTrials.gov (NCT00751322).


Subject(s)
Blood Coagulation Disorders/etiology , Blood Preservation/adverse effects , Blood Safety , Erythrocyte Transfusion/adverse effects , Lung Diseases/etiology , Academic Medical Centers , Aged , Biomarkers/blood , Blood Banks , Blood Coagulation Disorders/epidemiology , Blood Preservation/methods , Critical Illness/mortality , Critical Illness/therapy , Double-Blind Method , Erythrocyte Transfusion/methods , Female , Humans , Intensive Care Units , Intubation, Intratracheal , Lung Diseases/physiopathology , Male , Middle Aged , Pulmonary Gas Exchange , Reference Values , Respiration, Artificial , Risk Assessment , Survival Rate , Treatment Outcome
17.
J Crit Care ; 27(4): 421.e1-7, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22172796

ABSTRACT

BACKGROUND: Mandatory compared with on-demand intensivist presence improves processes of care and decreases intensive care unit (ICU) complication rate and hospital length of stay. The effect of continuous mandatory intensivist coverage on long-term patient mortality and quality of life (QOL) is not known. METHODS: We compared the long-term survival before (year 2005) and after (year 2006) the intervention when the staffing model changed from on-demand presence to mandatory 24-hour staff-critical care specialist presence in the medical ICU. Baseline and 6-month QOL surveys (SF-36 [short form 36 health survey]) were compared in subgroups of patients admitted before and after the staffing change. Cox proportional hazard and paired statistical analyses were used for survival and QOL comparisons. RESULTS: The baseline characteristics did not differ significantly between the 2 groups except for race and Acute Physiology and Chronic Health Evaluation III score (median, 30 vs 37; P < .001 before and after the staffing model change). Long-term survival was not significantly different before and after the staffing change-adjusted hazard ratio, 1.05; 95% confidence interval, 0.95 to 1.16; P = .3. In a subset of ICU survivors, SF-36 physical component score improved significantly at 6 months compared with baseline after the staffing model change-Δ mean (SD) 8 (14) vs 2 (11), P = .03. However, there was no difference in the Δ mean mental component score of the SF-36 between the 2 groups (P = .77). CONCLUSIONS: Introduction of an additional night shift to provide mandatory as opposed to on-demand 24-hour staff critical care specialist coverage did not affect long-term survival of medical ICU patients.


Subject(s)
Critical Care/methods , Critical Illness , Hospitals, Teaching/organization & administration , Intensive Care Units/organization & administration , Medicine/organization & administration , Quality of Life , APACHE , Aged , Female , Humans , Male , Middle Aged , Outcome Assessment, Health Care
18.
Crit Care Med ; 39(11): 2393-400, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21725238

ABSTRACT

OBJECTIVE: To evaluate the association between prehospitalization aspirin therapy and incident acute lung injury in a heterogeneous cohort of at-risk medical patients. DESIGN: This is a secondary analysis of a prospective multicenter international cohort investigation. SETTING: Multicenter observational study including 20 US hospitals and two hospitals in Turkey. PATIENTS: Consecutive, adult, nonsurgical patients admitted to the hospital with at least one major risk factor for acute lung injury. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Baseline characteristics and acute lung injury risk factors/modifiers were identified. The presence of aspirin therapy and the propensity to receive this therapy were determined. The primary outcome was acute lung injury during hospitalization. Secondary outcomes included intensive care unit and hospital mortality and intensive care unit and hospital length of stay. Twenty-two hospitals enrolled 3855 at-risk patients over a 6-month period. Nine hundred seventy-six (25.3%) were receiving aspirin at the time of hospitalization. Two hundred forty (6.2%) patients developed acute lung injury. Univariate analysis noted a reduced incidence of acute lung injury in those receiving aspirin therapy (odds ratio [OR], 0.65; 95% confidence interval [CI], 0.46-0.90; p = .010). This association was attenuated in a stratified analysis based on deciles of aspirin propensity scores (Cochran-Mantel-Haenszel pooled OR, 0.70; 95% CI, 0.48-1.03; p = .072). CONCLUSIONS: After adjusting for the propensity to receive aspirin therapy, no statistically significant associations between prehospitalization aspirin therapy and acute lung injury were identified; however, a prospective clinical trial to further evaluate this association appears warranted.


Subject(s)
Acute Lung Injury/prevention & control , Aspirin/administration & dosage , Elective Surgical Procedures/statistics & numerical data , Emergency Service, Hospital/statistics & numerical data , Platelet Aggregation Inhibitors/administration & dosage , Adult , Age Factors , Aged , Aged, 80 and over , Comorbidity , Female , Hospital Mortality , Humans , Intensive Care Units/statistics & numerical data , Length of Stay/statistics & numerical data , Male , Middle Aged , Prospective Studies , Risk Factors , Sex Factors , Socioeconomic Factors
19.
Anesthesiology ; 115(1): 117-28, 2011 Jul.
Article in English | MEDLINE | ID: mdl-21694510

ABSTRACT

BACKGROUND: Acute lung injury (ALI) is a serious postoperative complication with limited treatment options. A preoperative risk-prediction model would assist clinicians and scientists interested in ALI. The objective of this investigation was to develop a surgical lung injury prediction (SLIP) model to predict risk of postoperative ALI based on readily available preoperative risk factors. METHODS: Secondary analysis of a prospective cohort investigation including adult patients undergoing high-risk surgery. Preoperative risk factors for postoperative ALI were identified and evaluated for inclusion in the SLIP model. Multivariate logistic regression was used to develop the model. Model performance was assessed with the area under the receiver operating characteristic curve and the Hosmer-Lemeshow goodness-of-fit test. RESULTS: Out of 4,366 patients, 113 (2.6%) developed early postoperative ALI. Predictors of postoperative ALI in multivariate analysis that were maintained in the final SLIP model included high-risk cardiac, vascular, or thoracic surgery, diabetes mellitus, chronic obstructive pulmonary disease, gastroesophageal reflux disease, and alcohol abuse. The SLIP score distinguished patients who developed early postoperative ALI from those who did not with an area under the receiver operating characteristic curve (95% CI) of 0.82 (0.78-0.86). The model was well calibrated (Hosmer-Lemeshow, P = 0.55). Internal validation using 10-fold cross-validation noted minimal loss of diagnostic accuracy with a mean ± SD area under the receiver operating characteristic curve of 0.79 ± 0.08. CONCLUSIONS: Using readily available preoperative risk factors, we developed the SLIP scoring system to predict risk of early postoperative ALI.


Subject(s)
Acute Lung Injury/diagnosis , Postoperative Complications/diagnosis , Respiratory Distress Syndrome/diagnosis , Surgical Procedures, Operative/adverse effects , Acute Lung Injury/etiology , Aged , Cardiac Surgical Procedures/adverse effects , Cohort Studies , Databases, Factual , Electronic Health Records , Female , Humans , Internet , Likelihood Functions , Male , Middle Aged , Models, Statistical , Predictive Value of Tests , Prognosis , Prospective Studies , ROC Curve , Respiratory Distress Syndrome/etiology , Risk Factors , Thoracic Surgical Procedures/adverse effects , Treatment Outcome , Vascular Surgical Procedures/adverse effects
20.
Crit Care Med ; 39(5): 1069-73, 2011 May.
Article in English | MEDLINE | ID: mdl-21317648

ABSTRACT

OBJECTIVE: To determine risk factors for development of recurrent acute lung injury. DESIGN: A population-based case-control study. SETTING: The study was conducted in Olmsted County, MN, from 1999 to 2008. PATIENTS: Using a validated electronic screening protocol, investigators identified intensive care patients with acute hypoxemia and bilateral pulmonary infiltrates. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: The presence of acute lung injury was independently confirmed according to American-European Consensus Conference criteria. Recurrent acute lung injury cases were subsequently matched (1:1:1) with two controls (single acute lung injury and no acute lung injury) on age, gender, duration of follow-up, and predisposing conditions. Risk factors evaluated included gastroesophageal reflux disease, alcohol consumption, smoking, chronic opioid use, and transfusions. We identified 917 patients with acute lung injury, 19 of which developed a second episode, yielding a frequency of 2.02 (95% confidence interval 1.10-2.93) per 100,000 person years. The median time to development of the second episode was 264 days (interquartile range 80-460 days), with a mortality of 47% during the episode. The history of gastroesophageal reflux disease was highly prevalent in patients who developed recurrent acute lung injury: 15 of 19 patients (79%) compared to 5 of 19 (26%) matches with a single episode of acute lung injury (p = .006) and 8 of 19 (42%) matches without acute lung injury (p = .016). Other exposures were similar between the cases and the two matched controls. CONCLUSIONS: Recurrent acute lung injury is not a rare phenomenon in the intensive care unit and may continue to increase with improvements in survival following acute lung injury. Gastroesophageal reflux disease was identified as an important risk factor for recurrent acute lung injury and may suggest an important role of gastric aspiration in the development of this syndrome.


Subject(s)
Acute Lung Injury/diagnosis , Acute Lung Injury/epidemiology , Gastroesophageal Reflux/epidemiology , Respiratory Distress Syndrome/epidemiology , Acute Lung Injury/therapy , Age Distribution , Aged , Aged, 80 and over , Case-Control Studies , Comorbidity , Confidence Intervals , Critical Care/methods , Female , Follow-Up Studies , Gastroesophageal Reflux/diagnosis , Hospital Mortality/trends , Humans , Incidence , Intensive Care Units , Male , Middle Aged , Poisson Distribution , Recurrence , Reference Values , Respiratory Distress Syndrome/diagnosis , Retrospective Studies , Risk Factors , Severity of Illness Index , Sex Distribution , Statistics, Nonparametric , Survival Rate
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