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1.
N Engl J Med ; 379(3): 236-249, 2018 Jul 19.
Artículo en Inglés | MEDLINE | ID: mdl-29781385

RESUMEN

BACKGROUND: The effect of procalcitonin-guided use of antibiotics on treatment for suspected lower respiratory tract infection is unclear. METHODS: In 14 U.S. hospitals with high adherence to quality measures for the treatment of pneumonia, we provided guidance for clinicians about national clinical practice recommendations for the treatment of lower respiratory tract infections and the interpretation of procalcitonin assays. We then randomly assigned patients who presented to the emergency department with a suspected lower respiratory tract infection and for whom the treating physician was uncertain whether antibiotic therapy was indicated to one of two groups: the procalcitonin group, in which the treating clinicians were provided with real-time initial (and serial, if the patient was hospitalized) procalcitonin assay results and an antibiotic use guideline with graded recommendations based on four tiers of procalcitonin levels, or the usual-care group. We hypothesized that within 30 days after enrollment the total antibiotic-days would be lower - and the percentage of patients with adverse outcomes would not be more than 4.5 percentage points higher - in the procalcitonin group than in the usual-care group. RESULTS: A total of 1656 patients were included in the final analysis cohort (826 randomly assigned to the procalcitonin group and 830 to the usual-care group), of whom 782 (47.2%) were hospitalized and 984 (59.4%) received antibiotics within 30 days. The treating clinician received procalcitonin assay results for 792 of 826 patients (95.9%) in the procalcitonin group (median time from sample collection to assay result, 77 minutes) and for 18 of 830 patients (2.2%) in the usual-care group. In both groups, the procalcitonin-level tier was associated with the decision to prescribe antibiotics in the emergency department. There was no significant difference between the procalcitonin group and the usual-care group in antibiotic-days (mean, 4.2 and 4.3 days, respectively; difference, -0.05 day; 95% confidence interval [CI], -0.6 to 0.5; P=0.87) or the proportion of patients with adverse outcomes (11.7% [96 patients] and 13.1% [109 patients]; difference, -1.5 percentage points; 95% CI, -4.6 to 1.7; P<0.001 for noninferiority) within 30 days. CONCLUSIONS: The provision of procalcitonin assay results, along with instructions on their interpretation, to emergency department and hospital-based clinicians did not result in less use of antibiotics than did usual care among patients with suspected lower respiratory tract infection. (Funded by the National Institute of General Medical Sciences; ProACT ClinicalTrials.gov number, NCT02130986 .).


Asunto(s)
Antibacterianos/uso terapéutico , Calcitonina/sangre , Adhesión a Directriz , Prescripción Inadecuada/prevención & control , Infecciones del Sistema Respiratorio/tratamiento farmacológico , Adulto , Anciano , Infecciones Bacterianas/sangre , Infecciones Bacterianas/diagnóstico , Infecciones Bacterianas/tratamiento farmacológico , Biomarcadores/sangre , Servicio de Urgencia en Hospital , Femenino , Médicos Hospitalarios , Humanos , Prescripción Inadecuada/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Neumonía/tratamiento farmacológico , Guías de Práctica Clínica como Asunto , Pautas de la Práctica en Medicina/estadística & datos numéricos , Infecciones del Sistema Respiratorio/sangre
2.
N Engl J Med ; 370(18): 1683-93, 2014 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-24635773

RESUMEN

BACKGROUND: In a single-center study published more than a decade ago involving patients presenting to the emergency department with severe sepsis and septic shock, mortality was markedly lower among those who were treated according to a 6-hour protocol of early goal-directed therapy (EGDT), in which intravenous fluids, vasopressors, inotropes, and blood transfusions were adjusted to reach central hemodynamic targets, than among those receiving usual care. We conducted a trial to determine whether these findings were generalizable and whether all aspects of the protocol were necessary. METHODS: In 31 emergency departments in the United States, we randomly assigned patients with septic shock to one of three groups for 6 hours of resuscitation: protocol-based EGDT; protocol-based standard therapy that did not require the placement of a central venous catheter, administration of inotropes, or blood transfusions; or usual care. The primary end point was 60-day in-hospital mortality. We tested sequentially whether protocol-based care (EGDT and standard-therapy groups combined) was superior to usual care and whether protocol-based EGDT was superior to protocol-based standard therapy. Secondary outcomes included longer-term mortality and the need for organ support. RESULTS: We enrolled 1341 patients, of whom 439 were randomly assigned to protocol-based EGDT, 446 to protocol-based standard therapy, and 456 to usual care. Resuscitation strategies differed significantly with respect to the monitoring of central venous pressure and oxygen and the use of intravenous fluids, vasopressors, inotropes, and blood transfusions. By 60 days, there were 92 deaths in the protocol-based EGDT group (21.0%), 81 in the protocol-based standard-therapy group (18.2%), and 86 in the usual-care group (18.9%) (relative risk with protocol-based therapy vs. usual care, 1.04; 95% confidence interval [CI], 0.82 to 1.31; P=0.83; relative risk with protocol-based EGDT vs. protocol-based standard therapy, 1.15; 95% CI, 0.88 to 1.51; P=0.31). There were no significant differences in 90-day mortality, 1-year mortality, or the need for organ support. CONCLUSIONS: In a multicenter trial conducted in the tertiary care setting, protocol-based resuscitation of patients in whom septic shock was diagnosed in the emergency department did not improve outcomes. (Funded by the National Institute of General Medical Sciences; ProCESS ClinicalTrials.gov number, NCT00510835.).


Asunto(s)
Protocolos Clínicos , Mortalidad Hospitalaria , Resucitación/normas , Choque Séptico/terapia , Adulto , Anciano , Antibacterianos/uso terapéutico , Transfusión Sanguínea , Cardiotónicos/uso terapéutico , Terapia Combinada , Servicio de Urgencia en Hospital , Femenino , Fluidoterapia , Humanos , Masculino , Persona de Mediana Edad , Evaluación de Resultado en la Atención de Salud , Choque Séptico/diagnóstico , Choque Séptico/mortalidad , Vasoconstrictores/uso terapéutico
3.
BMC Emerg Med ; 17(1): 25, 2017 08 29.
Artículo en Inglés | MEDLINE | ID: mdl-28851296

RESUMEN

BACKGROUND: Overuse of antibiotics is a major public health problem, contributing to growing antibiotic resistance. Procalcitonin has been reported to be commonly elevated in bacterial, but not viral infection. Multiple European trials found procalcitonin-guided care reduced antibiotic use in lower respiratory tract infection, with no apparent harm. However, applicability to US practice is limited due to trial design features impractical in the US, between-country differences, and residual safety concerns. METHODS: The Procalcitonin Antibiotic Consensus Trial (ProACT) is a multicenter randomized trial to determine the impact of a procalcitonin antibiotic prescribing guideline, implemented with basic reproducible strategies, in US patients with lower respiratory tract infection. DISCUSSION: We describe the trial methods using the Consolidated Standards of Reporting Trials (CONSORT) framework, and the rationale for key design decisions, including choice of eligibility criteria, choice of control arm, and approach to guideline implementation. TRIAL REGISTRATION: ClinicalTrials.gov NCT02130986 . Registered May 1, 2014.


Asunto(s)
Antibacterianos/uso terapéutico , Biomarcadores/sangre , Calcitonina/sangre , Guías de Práctica Clínica como Asunto , Precursores de Proteínas/sangre , Infecciones del Sistema Respiratorio/tratamiento farmacológico , Péptido Relacionado con Gen de Calcitonina , Toma de Decisiones , Servicio de Urgencia en Hospital , Femenino , Humanos , Masculino , Evaluación de Procesos y Resultados en Atención de Salud , Proyectos de Investigación , Resultado del Tratamiento , Estados Unidos
4.
Bipolar Disord ; 17(3): 248-56, 2015 May.
Artículo en Inglés | MEDLINE | ID: mdl-25257942

RESUMEN

OBJECTIVES: Bipolar disorder (BD) is associated with cognitive dysfunction and structural brain abnormalities. In human and non-human studies, lithium has been related to neuroprotective and neurotrophic effects. We explored whether lithium treatment is related to better brain integrity and cognitive function in older adults with BD. METHODS: We examined cognitive and neuroimaging data in 58 individuals with BD [mean (standard deviation) age = 64.5 (9.8) years] and 21 mentally healthy comparators (controls) of similar age and education. Subjects received comprehensive neurocognitive assessment and structural brain imaging, examining total gray matter volume, overall white matter integrity (fractional anisotropy), and total white matter hyperintensity burden. RESULTS: In comparison to controls, subjects with BD had worse overall cognitive performance, lower total gray matter volume, and lower white matter integrity. Among subjects with BD, longer duration of lithium treatment was related to higher white matter integrity after controlling for age and vascular disease burden, but not with better cognitive performance. CONCLUSIONS: Lithium treatment appears to be related to better brain integrity in older individuals with BD, in particular, in those who take lithium long-term. While intriguing, these findings need to be confirmed in a larger sample.


Asunto(s)
Antimaníacos/uso terapéutico , Trastorno Bipolar/tratamiento farmacológico , Trastornos del Conocimiento/patología , Sustancia Gris/patología , Compuestos de Litio/uso terapéutico , Sustancia Blanca/patología , Anciano , Anisotropía , Trastorno Bipolar/patología , Trastorno Bipolar/psicología , Encéfalo/patología , Estudios de Casos y Controles , Cognición , Trastornos del Conocimiento/psicología , Imagen de Difusión Tensora , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Pruebas Neuropsicológicas , Factores de Tiempo , Resultado del Tratamiento
5.
Am J Geriatr Psychiatry ; 23(9): 985-93, 2015 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-25746485

RESUMEN

OBJECTIVE: Subjective cognitive complaints in otherwise normal aging are common but may be associated with preclinical Alzheimer disease in some individuals. Little is known about who is mostly likely to show associations between cognitive complaints and preclinical Alzheimer pathology. We sought to demonstrate associations between subjective complaints and brain amyloid-ß in cognitively normal older adults; and to explore personality factors as potential moderators of this association. DESIGN: Cross-sectional observational study. SETTING: Clinical neuroimaging research center. PARTICIPANTS: Community volunteer sample of 92 healthy older adults, screened for normal cognition with comprehensive neuropsychological evaluation. MEASUREMENTS: Subjective cognitive self-report measures included the Memory Functioning Questionnaire (MFQ), Cognitive Failures Questionnaire, and the Subjective Cognitive Complaint Scale. Personality was measured with the NEO Five Factor Inventory. Brain amyloid-ß deposition was assessed with Pittsburgh compound B (PiB)-PET imaging. RESULTS: One of three cognitive complaint measures, the MFQ, was associated with global PiB retention (standardized beta = -0.230, p = 0.046, adjusting for age, sex and depressive symptoms). Neuroticism moderated this association such that only high neuroticism individuals showed the predicted pattern of high complaint-high amyloid-ß association. CONCLUSION: Evidence for association between subjective cognition and brain amyloid-ß deposition in healthy older adults is demonstrable but measure-specific. Neuroticism may moderate the MFQ-amyloid-ß association such that it is observed in the context of higher trait neuroticism. Subjective cognitive complaints and neuroticism may reflect a common susceptibility toward psychological distress and negative affect, which are in turn risk factors for cognitive decline in aging and incident Alzheimer disease.


Asunto(s)
Envejecimiento/metabolismo , Péptidos beta-Amiloides/metabolismo , Encéfalo/metabolismo , Cognición , Personalidad , Anciano , Anciano de 80 o más Años , Compuestos de Anilina/metabolismo , Encéfalo/diagnóstico por imagen , Estudios Transversales , Femenino , Neuroimagen Funcional , Humanos , Masculino , Pruebas Neuropsicológicas , Inventario de Personalidad , Tomografía de Emisión de Positrones , Autoinforme , Tiazoles/metabolismo
6.
Stat Med ; 34(3): 525-38, 2015 Feb 10.
Artículo en Inglés | MEDLINE | ID: mdl-25394913

RESUMEN

For policy and medical issues, it is important to know if the proportion of an event changes after an intervention is administered. When the later proportion can only be calculated in a portion of the sample used to compute the previous proportion, the two proportions are nested. The motivating example for this work comes from the need to test whether admission rates in emergency departments are different between the first and a return visit. Here, subjects who contribute to the admission rate at the return visit must be included in the first rate and also return, but not vice versa. This conditionality means that existing methods, including the basic test of equality of two proportions, longitudinal data analysis methods, and recurrent event approaches are not directly applicable. Currently, researchers can only explore this question by the use of descriptive statistics. We propose a likelihood ratio test to compare two nested proportions by using the product of conditional probabilities. This test accommodates the conditionality, subject dependencies, and cluster effects and can be implemented in SAS PROC NLMIXED allowing for the proposed method to be readily used in an applied setting. Simulation studies showed that our approach provides unbiased estimates and reasonable power. Moreover, it generally outperforms the two-sample proportion z-test, in the presence of heterogeneity, and the Cochran-Mantel-Haenszel test. An example based on readmission rates through an emergency department is used to illustrate the proposed method.


Asunto(s)
Interpretación Estadística de Datos , Funciones de Verosimilitud , Estudios Longitudinales , Sesgo , Simulación por Computador , Bases de Datos Factuales , Servicio de Urgencia en Hospital , Humanos , Dinámicas no Lineales , Admisión del Paciente , Readmisión del Paciente
7.
Am J Respir Crit Care Med ; 189(9): 1065-74, 2014 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-24456535

RESUMEN

RATIONALE: The risk of cardiovascular events after severe sepsis is not known, and these events may explain increased long-term mortality in survivors of severe sepsis. OBJECTIVES: To determine whether survivors of severe sepsis hospitalization have high long-term risk of cardiovascular events. We examined whether higher risk is due to severe sepsis hospitalization or poor prehospitalization health status, and if the higher risk is also observed in patients hospitalized for infectious and noninfectious reasons, and in other critically ill patients. METHODS: Unmatched and matched-cohort analyses of Medicare beneficiaries. For unmatched analysis, we compared patients with severe sepsis admitted to the intensive care unit (ICU) and survived hospitalization (n = 4,179) to unmatched population control subjects (n = 819,283). For matched analysis, we propensity-score-matched each patient with severe sepsis to four control subjects (population, hospitalized, non-severe sepsis ICU control subjects, and infection hospitalization). Primary outcome was 1-year incidence rate of hospitalization for cardiovascular events. MEASUREMENTS AND MAIN RESULTS: Cardiovascular events were common among patients discharged alive after severe sepsis hospitalization (29.5%; 498.2 events/1,000 person-years). Survivors of severe sepsis had a 13-fold higher risk of cardiovascular events compared with unmatched control subjects (498.2 vs. 36 events/1,000 person-years; P < 0.0001), and a 1.9-fold higher risk compared with matched-population control subjects (P < 0.0001). Survivors of severe sepsis had 1.1-fold higher risk compared with matched hospitalized patients and infection hospitalizations (P = 0.002 and 0.001) and similar risk compared with matched-ICU control subjects. CONCLUSIONS: Survivors of severe sepsis have high risk of cardiovascular events. The higher risk is mainly due to poor prehospitalization health status, and is also seen in a broader population of acutely ill patients.


Asunto(s)
Enfermedades Cardiovasculares/etiología , Sepsis/complicaciones , Anciano , Enfermedades Cardiovasculares/diagnóstico , Enfermedades Cardiovasculares/epidemiología , Estudios de Casos y Controles , Estudios de Cohortes , Comorbilidad , Femenino , Estado de Salud , Humanos , Incidencia , Unidades de Cuidados Intensivos/estadística & datos numéricos , Masculino , Medicare/estadística & datos numéricos , Puntaje de Propensión , Estudios Retrospectivos , Medición de Riesgo , Sepsis/epidemiología , Sobrevivientes/estadística & datos numéricos , Estados Unidos/epidemiología
8.
JAMA ; 313(3): 264-74, 2015 Jan 20.
Artículo en Inglés | MEDLINE | ID: mdl-25602997

RESUMEN

IMPORTANCE: The risk of cardiovascular disease (CVD) after infection is poorly understood. OBJECTIVE: To determine whether hospitalization for pneumonia is associated with an increased short-term and long-term risk of CVD. DESIGN, SETTINGS, AND PARTICIPANTS: We examined 2 community-based cohorts: the Cardiovascular Health Study (CHS, n = 5888; enrollment age, ≥65 years; enrollment period, 1989-1994) and the Atherosclerosis Risk in Communities study (ARIC, n = 15,792; enrollment age, 45-64 years; enrollment period, 1987-1989). Participants were followed up through December 31, 2010. We matched each participant hospitalized with pneumonia to 2 controls. Pneumonia cases and controls were followed for occurrence of CVD over 10 years after matching. We estimated hazard ratios (HRs) for CVD at different time intervals, adjusting for demographics, CVD risk factors, subclinical CVD, comorbidities, and functional status. EXPOSURES: Hospitalization for pneumonia. MAIN OUTCOMES AND MEASURES: Incident CVD (myocardial infarction, stroke, and fatal coronary heart disease). RESULTS: Of 591 pneumonia cases in CHS, 206 had CVD events over 10 years after pneumonia hospitalization. CVD risk after pneumonia was highest in the first year. CVD occurred in 54 cases and 6 controls in the first 30 days (HR, 4.07; 95% CI, 2.86-5.27); 11 cases and 9 controls between 31 and 90 days (HR, 2.94; 95% CI, 2.18-3.70); and 22 cases and 55 controls between 91 days and 1 year (HR, 2.10; 95% CI, 1.59-2.60). Additional CVD risk remained elevated into the tenth year, when 4 cases and 12 controls developed CVD (HR, 1.86; 95% CI, 1.18-2.55). In ARIC, of 680 pneumonia cases, 112 had CVD over 10 years after hospitalization. CVD occurred in 4 cases and 3 controls in the first 30 days (HR, 2.38; 95% CI, 1.12-3.63); 4 cases and 0 controls between 31 and 90 days (HR, 2.40; 95% CI, 1.23-3.47); 11 cases and 8 controls between 91 days and 1 year (HR, 2.19; 95% CI, 1.20-3.19); and 8 cases and 7 controls during the second year (HR, 1.88; 95% CI, 1.10-2.66). After the second year, the HRs were no longer statistically significant. CONCLUSIONS AND RELEVANCE: Hospitalization for pneumonia was associated with increased short-term and long-term risk of CVD, suggesting that pneumonia may be a risk factor for CVD.


Asunto(s)
Enfermedades Cardiovasculares/etiología , Hospitalización , Neumonía/complicaciones , Anciano , Aterosclerosis/epidemiología , Aterosclerosis/etiología , Enfermedades Cardiovasculares/epidemiología , Estudios de Cohortes , Comorbilidad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Factores de Riesgo
9.
Crit Care Med ; 42(5): 1037-46, 2014 May.
Artículo en Inglés | MEDLINE | ID: mdl-24368344

RESUMEN

OBJECTIVES: Severe infections, often requiring ICU admission, have been associated with persistent cognitive dysfunction. Less severe infections are more common and whether they are associated with an increased risk of dementia is unclear. We determined the association of pneumonia hospitalization with risk of dementia in well-functioning older adults. DESIGN: Secondary analysis of a randomized multicenter trial to determine the effect of Gingko biloba on incident dementia. SETTING: Five academic medical centers in the United States. SUBJECTS: Healthy community volunteers (n = 3,069) with a median follow-up of 6.1 years. INTERVENTIONS: None. MEASUREMENT AND MAIN RESULTS: We identified pneumonia hospitalizations using International Classification of Diseases, 9th Edition-Coding Manual codes and validated them in a subset. Less than 3% of pneumonia cases necessitated ICU admission, mechanical ventilation, or vasopressor support. Dementia was adjudicated based on neuropsychological evaluation, neurological examination, and MRI. Two hundred twenty-one participants (7.2%) incurred at least one hospitalization with pneumonia (mean time to pneumonia = 3.5 yr). Of these, dementia was developed in 38 (17%) after pneumonia, with half of these cases occurring 2 years after the pneumonia hospitalization. Hospitalization with pneumonia was associated with increased risk of time to dementia diagnosis (unadjusted hazard ratio = 2.3; CI, 1.6-3.2; p < 0.0001). The association remained significant when adjusted for age, sex, race, study site, education, and baseline mini-mental status examination (hazard ratio = 1.9; CI, 1.4-2.8; p < 0.0001). Results were unchanged when additionally adjusted for smoking, hypertension, diabetes, heart disease, and preinfection functional status. Results were similar using propensity analysis where participants with pneumonia were matched to those without pneumonia based on age, probability of developing pneumonia, and similar trajectories of cognitive and physical function prior to pneumonia (adjusted prevalence rates, 91.7 vs 65 cases per 1,000 person-years; adjusted prevalence rate ratio = 1.6; CI, 1.06-2.7; p = 0.03). Sensitivity analyses showed that the higher risk also occurred among those hospitalized with other infections. CONCLUSION: Hospitalization with pneumonia is associated with increased risk of dementia.


Asunto(s)
Demencia/etiología , Hospitalización , Neumonía/complicaciones , Anciano , Anciano de 80 o más Años , Demencia/diagnóstico , Demencia/epidemiología , Femenino , Humanos , Masculino , Prevalencia , Puntaje de Propensión , Escalas de Valoración Psiquiátrica , Riesgo , Factores de Riesgo , Estados Unidos/epidemiología
10.
Ann Neurol ; 73(6): 751-61, 2013 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-23596051

RESUMEN

OBJECTIVE: This study examined amyloid-ß (Aß) deposition in 190 nondemented subjects aged ≥82 years to determine the proportion of Aß-positive scans and associations with cognition, apolipoprotein E (APOE) status, brain volume, and Ginkgo biloba (Gb) treatment. METHODS: Subjects who agreed to participate had a brain magnetic resonance imaging and positron emission tomography scan with (11) C-labeled Pittsburgh compound B (PiB) following completion of a Gb treatment clinical trial. The youngest subject in this imaging study was 82 years, and the mean age of the subjects was 85.5 years at the time of the scans; 152 (80%) were cognitively normal, and 38 (20%) were diagnosed with mild cognitive impairment (MCI) at the time of the PiB study. RESULTS: A high proportion of the cognitively normal subjects (51%) and MCI subjects (68%) were PiB-positive. The APOE*4 allele was more prevalent in PiB-positive than in PiB-negative subjects (30% vs 6%). Measures of memory, language, and attentional functions were worse in PiB-positive than in PiB-negative subjects, when both normal and MCI cases were analyzed together; however, no significant associations were observed within either normal or MCI subject groups alone. There was no relationship between Gb treatment and Aß deposition as determined by PiB. INTERPRETATION: The data revealed a 55% prevalence of PiB positivity in nondemented subjects age >80 years and 85% PiB positivity in the APOE*4 nondemented elderly subjects. The findings also showed that long-term exposure to Gb did not affect the prevalence of cerebral Aß deposition.


Asunto(s)
Péptidos beta-Amiloides/metabolismo , Encéfalo/metabolismo , Encéfalo/patología , Adulto , Anciano , Anciano de 80 o más Años , Compuestos de Anilina , Disfunción Cognitiva/diagnóstico , Disfunción Cognitiva/epidemiología , Disfunción Cognitiva/metabolismo , Método Doble Ciego , Femenino , Humanos , Masculino , Persona de Mediana Edad , Tomografía de Emisión de Positrones/métodos , Prevalencia , Tiazoles
11.
Neuroimage ; 71: 207-15, 2013 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-23353602

RESUMEN

UNLABELLED: An important research application of amyloid imaging with positron emission tomography (PET) is detection of the earliest evidence of fibrillar amyloid-beta (Aß) deposition. Use of amyloid PET for this purpose, requires a reproducible method for defining a cutoff that separates individuals with no significant Aß deposition from those in which Aß deposition has begun. We previously reported the iterative outlier approach (IO) for the analysis of Pittsburgh Compound-B (PiB) PET data. Developments in amyloid imaging since the initial report of IO have led us to re-examine the generalizability of this method. IO was developed using full-dynamic atrophy-corrected PiB PET data obtained from a group of control subjects with a fairly distinct separation between PiB-positive [PiB(+)] and PiB-negative [PiB(-)] subjects. METHODS: We tested the performance of IO using late-summed tissue ratio data with atrophy correction or with an automated template method without atrophy correction and tested the robustness of the method when applied to a cohort of older subjects in which separation between PiB(+) and PiB(-) subjects was not so distinct. RESULTS: The IO method did not perform consistently across analyses and performed particularly poorly when separation was less clear. We found that a sparse k-means (SKM) cluster analysis approach performed significantly better; performing more consistently across methods and subject cohorts. We also compared SKM to a consensus visual read approach and found very good correspondence. CONCLUSION: The visual read and SKM methods, applied together, may optimize the identification of early Aß deposition. These methods have the potential to provide a standard approach to the detection of PiB-positivity that is generalizable across centers.


Asunto(s)
Amiloide/análisis , Amiloidosis/diagnóstico por imagen , Compuestos de Anilina , Encéfalo/diagnóstico por imagen , Tomografía de Emisión de Positrones/métodos , Radiofármacos , Tiazoles , Adulto , Anciano , Encéfalo/patología , Análisis por Conglomerados , Humanos , Persona de Mediana Edad
12.
Stat Med ; 32(4): 685-96, 2013 Feb 20.
Artículo en Inglés | MEDLINE | ID: mdl-22961807

RESUMEN

Dimension reduction techniques, such as partial least squares, are useful for computing summary measures and examining relationships in complex settings. Partial least squares requires an estimate of the covariance matrix as a first step in the analysis, making this estimate critical to the results. In addition, the covariance matrix also forms the basis for other techniques in multivariate analysis, such as principal component analysis and independent component analysis. This paper has been motivated by an example from an imaging study in Alzheimer's disease where there is complete separation between Alzheimer's and control subjects for one of the imaging modalities. This separation occurs in one block of variables and does not occur with the second block of variables resulting in inaccurate estimates of the covariance. We propose the use of a copula to obtain estimates of the covariance in this setting, where one set of variables comes from a mixture distribution. Simulation studies show that the proposed estimator is an improvement over the standard estimators of covariance. We illustrate the methods from the motivating example from a study in the area of Alzheimer's disease.


Asunto(s)
Análisis de los Mínimos Cuadrados , Enfermedad de Alzheimer/diagnóstico , Enfermedad de Alzheimer/diagnóstico por imagen , Bioestadística , Humanos , Modelos Estadísticos , Análisis Multivariante , Tomografía de Emisión de Positrones
13.
Crit Care ; 16(4): R132, 2012 Jul 24.
Artículo en Inglés | MEDLINE | ID: mdl-22827924

RESUMEN

INTRODUCTION: Light before and during acute illness has been associated with both benefit and harm in animal models and small human studies. Our objective was to determine the associations of light duration (photoperiod) and intensity (insolation) before and during critical illness with hospital mortality in ICU patients. Based on the 'winter immunoenhancement' theory, we tested the hypothesis that a shorter photoperiod before critical illness is associated with improved survival. METHODS: We analyzed data from 11,439 patients admitted to 8 ICUs at the University of Pittsburgh Medical Center between June 30, 1999 and July 31, 2004. Daily photoperiod and insolation prior to and after ICU admission were estimated for each patient by using data provided by the United States Naval Observatory and National Aeronautics and Space Administration and direct measurement of light gradient from outside to bedside for each ICU room. Our primary outcome was hospital mortality. The association between light and risk of death was analyzed using multivariate analyses, adjusting for potential confounders, including severity of illness, case mix, and ICU type. RESULTS: The cohort had an average APACHE III of 52.9 and a hospital mortality of 10.7%. In total, 128 ICU beds were analyzed; 108 (84%) had windows. Pre-illness photoperiod ranged from 259 to 421 hours in the prior month. A shorter photoperiod was associated with a reduced risk of death: for each 1-hour decrease, the adjusted OR was 0.997 (0.994 to 0.999, p = 0.03). In the ICU, there was near complete (99.6%) degradation of natural light from outside to the ICU bed. Thus, light exposure once in the ICU approached zero; the 24-hour insolation was 0.005 ± 0.003 kWh/m² with little diurnal variation. There was no association between ICU photoperiod or insolation and mortality. CONCLUSIONS: Consistent with the winter immunoenhancement theory, a shorter photoperiod in the month before critical illness is associated with a reduced risk of death. Once in the ICU, patients are exposed to near negligible natural light despite the presence of windows. Further studies are warranted to determine the underlying mechanisms and whether manipulating light exposure, before or during ICU admission, can enhance survival.


Asunto(s)
Enfermedad Crítica/mortalidad , Unidades de Cuidados Intensivos , Iluminación , APACHE , Grupos Diagnósticos Relacionados , Femenino , Mortalidad Hospitalaria , Humanos , Masculino , Persona de Mediana Edad , Fotoperiodo , Estudios Retrospectivos , Factores de Riesgo , Estaciones del Año , Índice de Severidad de la Enfermedad
14.
Neuroimage ; 55(3): 933-41, 2011 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-21195782

RESUMEN

A major challenge in positron emission tomography (PET) amyloid imaging studies of Alzheimer's disease (AD) is the reliable detection of early amyloid deposition in human brain. Manual region-of-interest (ROI) delineation on structural magnetic resonance (MR) images is generally the reference standard for the extraction of count-rate data from PET images, as compared to automated MR-template(s) methods that utilize spatial normalization and a single set of ROIs. The goal of this work was to assess the inter-rater reliability of manual ROI delineation for PiB PET amyloid retention measures and the impact of CSF dilution correction (CSF) on this reliability for data acquired in elderly control (n=5) and AD (n=5) subjects. The intraclass correlation coefficient (ICC) was used to measure reliability. As a secondary goal, ICC scores were also computed for PiB outcome measures obtained by an automated MR-template ROI method and one manual rater; to assess the level of reliability that could be achieved using different processing methods. Fourteen ROIs were evaluated that included anterior cingulate (ACG), precuneus (PRC) and cerebellum (CER). The PiB outcome measures were the volume of distribution (V(T)), summed tissue uptake (SUV), and corresponding ratios that were computed using CER as reference (DVR and SUVR). Substantial reliability (ICC≥0.932) was obtained across 3 manual raters for V(T) and SUV measures when CSF correction was applied across all outcomes and regions and was similar in the absence of CSF correction. The secondary analysis revealed substantial reliability in primary cortical areas between the automated and manual SUV [ICC≥0.979 (ACG/PRC)] and SUVR [ICC≥0.977/0.952 (ACG/PRC)] outcomes. The current study indicates the following rank order among the various reliability results in primary cortical areas and cerebellum (high to low): 1) V(T) or SUV manual delineation, with or without CSF correction; 2) DVR or SUVR manual delineation, with or without CSF correction; 3) SUV automated delineation, with CSF correction; and 4) SUVR automated delineation, with or without CSF correction. The high inter-rater reliability of PiB outcome measures in primary cortical areas (ACG/PRC) is important as reliable methodology is needed for the detection of low levels of amyloid deposition on a cross-sectional basis and small changes in amyloid deposition on a longitudinal basis.


Asunto(s)
Compuestos de Anilina , Procesamiento de Imagen Asistido por Computador/métodos , Tomografía de Emisión de Positrones/métodos , Radiofármacos , Tiazoles , Anciano , Anciano de 80 o más Años , Enfermedad de Alzheimer/líquido cefalorraquídeo , Enfermedad de Alzheimer/diagnóstico por imagen , Amiloide/metabolismo , Atrofia , Encéfalo/diagnóstico por imagen , Interpretación Estadística de Datos , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Variaciones Dependientes del Observador , Tomografía de Emisión de Positrones/estadística & datos numéricos , Reproducibilidad de los Resultados
15.
Crit Care Med ; 39(8): 1871-8, 2011 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-21516038

RESUMEN

OBJECTIVE: To examine the association of statin use with clinical outcomes and circulating biomarkers in community-acquired pneumonia and sepsis. DESIGN: Multicenter inception cohort study. SETTING: Emergency departments of 28 U.S. hospitals. PATIENTS: A total of 1895 subjects hospitalized with community-acquired pneumonia. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Our approach consisted of two different comparison cohorts, each reflecting methods used in prior publications in this area. We first compared subjects with prior statin use (prior use cohort), defined as a history of statin use in the week before admission, with those with no prior use. We then compared prior statin users whose statins were continued inhospital (continued use cohort) with those with either no prior use or no inhospital use. We adjusted for patient characteristics, including demographics, comorbid conditions, and illness severity, and accounted for healthy user effect and indication bias using propensity analysis. We determined risk of severe sepsis and 90-day mortality. We measured markers inflammation (tumor necrosis factor, interleukin-6, interleukin-10), coagulation (antithrombin, factor IX, plasminogen activator inhibitor, d-dimer, thrombin antithrombin complex), and lymphocyte cell surface protein expression during the first week of hospitalization. There were no differences in severe sepsis risk between statin users and nonusers for prior (30.8% vs. 30.7%, p = .98) or continued statin use (30.2% vs. 30.8%, p = .85) in univariate analyses and after adjusting for patient characteristics and propensity for statin use. Ninety-day mortality was similar in prior statin users (9.2% vs. 12.0%, p = .11) and lower in continued statin users (7.9% vs. 12.1%, p = .02). After adjusting for patient characteristics and propensity for statin use, there was no mortality benefit for prior (odds ratio, 0.90 [0.63-1.29]; p = .57) or continued statin use (odds ratio, 0.73 [0.47-1.13]; p = .15). Only antithrombin activity over time was higher in statin subjects, yet the magnitude of the difference was modest. There were no differences in other coagulation, inflammatory, or lymphocyte cell surface markers. CONCLUSIONS: We found no evidence of a protective effect for statin use on clinical outcomes and only modest differences in circulating biomarkers in community-acquired pneumonia, perhaps as a result of healthy user effects and indication bias.


Asunto(s)
Mortalidad Hospitalaria/tendencias , Inhibidores de Hidroximetilglutaril-CoA Reductasas/administración & dosificación , Neumonía Bacteriana/tratamiento farmacológico , Neumonía Bacteriana/mortalidad , Sepsis/tratamiento farmacológico , Sepsis/mortalidad , Adulto , Anciano , Estudios de Cohortes , Infecciones Comunitarias Adquiridas/tratamiento farmacológico , Infecciones Comunitarias Adquiridas/mortalidad , Infecciones Comunitarias Adquiridas/prevención & control , Intervalos de Confianza , Cuidados Críticos/métodos , Enfermedad Crítica , Relación Dosis-Respuesta a Droga , Esquema de Medicación , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Neumonía Bacteriana/prevención & control , Estudios Prospectivos , Medición de Riesgo , Rol , Sepsis/prevención & control , Tasa de Supervivencia , Resultado del Tratamiento
16.
Crit Care Med ; 39(11): 2470-7, 2011 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-21705901

RESUMEN

OBJECTIVE: Evidence suggests that patients requiring high-risk procedures benefit from care at institutions providing a large volume of these procedures. Our objective was to determine whether there is a volume-outcome relationship among intensive care unit patients receiving renal support therapy in two different healthcare systems (France and the United States). DESIGN: Retrospective cohort study. SETTING: Two multicenter intensive care unit databases: CUB-Réa (France) and Project IMPACT (United States). PATIENTS: All nonsurgical adults requiring renal support therapy from 1997 to 2007 were included. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: We assessed association of annual renal support therapy volume with intensive care unit and hospital mortality using multivariable modeling, accounting for clustering and adjusting for age, comorbidities, admitting diagnosis, illness severity, pre-intensive care unit length of stay, admission source, and hospital and intensive care unit characteristics. Our final cohorts were 9,449 patients treated in 32 intensive care units in CUB-Réa and 3,498 patients treated in 76 intensive care units in Project IMPACT. Patient demographics did not differ between cohorts. Renal support therapy delivery varied widely across intensive care units (3-129 patients per year in CUB-Réa, 1-66 in Project IMPACT). Overall intensive care unit and hospital mortality rates were 45% and 49% in CUB-Réa and 34% and 47% in Project IMPACT. After adjustment for patient, intensive care unit, and hospital characteristics, there was no association between renal support therapy volume and intensive care unit or hospital mortality whether we treated volume as a continuous measure or quartiles. Higher renal support therapy volume was associated with shorter length of stay only in CUB-Réa. CONCLUSIONS: There is a large variation in annual renal support therapy volume across intensive care units in France and the United States but no association of higher volumes with improved outcomes.


Asunto(s)
Enfermedad Crítica , Unidades de Cuidados Intensivos/estadística & datos numéricos , Terapia de Reemplazo Renal/estadística & datos numéricos , Anciano , Femenino , Francia , Mortalidad Hospitalaria , Humanos , Tiempo de Internación/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Prohibitinas , Estudios Retrospectivos , Resultado del Tratamiento , Estados Unidos
17.
Stat Med ; 30(27): 3167-80, 2011 Nov 30.
Artículo en Inglés | MEDLINE | ID: mdl-21898524

RESUMEN

In a longitudinal study with response data collected during a hospital stay, observations may be missing because of the subject's discharge from the hospital prior to completion of the study or the death of the subject, resulting in non-ignorable missing data. In addition to non-ignorable missingness, there is left-censoring in the response measurements because of the inherent limit of detection. For analyzing non-ignorable missing and left-censored longitudinal data, we have proposed to extend the theory of random effects tobit regression model to weighted random effects tobit regression model. The weights are computed on the basis of inverse probability weighted augmented methodology. An extensive simulation study was performed to compare the performance of the proposed model with a number of competitive models. The simulation study shows that the estimates are consistent and that the root mean square errors of the estimates are minimal for the use of augmented inverse probability weights in the random effects tobit model. The proposed method is also applied to the non-ignorable missing and left-censored interleukin-6 biomarker data obtained from the Genetic and Inflammatory Markers of Sepsis study.


Asunto(s)
Interpretación Estadística de Datos , Estudios Longitudinales , Modelos Estadísticos , Biomarcadores/sangre , Simulación por Computador , Humanos , Interleucina-6/sangre , Sepsis/sangre , Sepsis/genética , Sepsis/inmunología
18.
J Neurosci ; 29(47): 14770-8, 2009 Nov 25.
Artículo en Inglés | MEDLINE | ID: mdl-19940172

RESUMEN

Inverse correlations between amyloid-beta (Abeta) load measured by Pittsburgh Compound-B (PiB) positron emission tomography (PET) and cerebral metabolism using [(18)F]fluoro-2-deoxy-d-glucose (FDG) in Alzheimer's disease (AD) patients, suggest local Abeta-induced metabolic insults. However, this relationship has not been well studied in mild cognitive impairment (MCI) or amyloid-positive controls. Here, we explored associations of Abeta deposition with metabolism via both region-of-interest-based and voxel-based analyses in amyloid-positive control subjects and patients with MCI or AD. Metabolism in parietal and precuneus cortices of AD patients was negatively correlated with PiB retention locally, and more distantly with PiB retention in frontal cortex. In amyloid-positive controls, no clear patterns in correlations were observed. In MCI patients, there were essentially no significant, negative correlations, but there were frequent significant positive correlations between metabolism and PiB retention. Metabolism in anterior cingulate showed positive correlations with PiB in most brain areas in MCI, and metabolism and PiB retention were positively correlated locally in precuneus/parietal cortex. However, there was no significant increase in metabolism in MCI compared to age-matched controls, negating the possibility that Abeta deposition directly caused reactive hypermetabolism. This suggests that, in MCI, higher basal metabolism could either be exacerbating Abeta deposition or increasing the level of Abeta necessary for cognitive impairment sufficient for the clinical diagnosis of AD. Only after extensive Abeta deposition has been present for longer periods of time does Abeta become the driving force for decreased metabolism in clinical AD and, only in more vulnerable brain regions such as parietal and precuneus cortices.


Asunto(s)
Enfermedad de Alzheimer/metabolismo , Péptidos beta-Amiloides/metabolismo , Metabolismo Basal/fisiología , Cerebro/metabolismo , Trastornos del Conocimiento/metabolismo , Adaptación Fisiológica/fisiología , Anciano , Anciano de 80 o más Años , Enfermedad de Alzheimer/diagnóstico por imagen , Enfermedad de Alzheimer/fisiopatología , Mapeo Encefálico , Cerebro/diagnóstico por imagen , Cerebro/fisiopatología , Trastornos del Conocimiento/diagnóstico por imagen , Trastornos del Conocimiento/fisiopatología , Progresión de la Enfermedad , Femenino , Giro del Cíngulo/diagnóstico por imagen , Giro del Cíngulo/metabolismo , Giro del Cíngulo/fisiopatología , Humanos , Procesamiento de Imagen Asistido por Computador , Masculino , Persona de Mediana Edad , Plasticidad Neuronal/efectos de los fármacos , Plasticidad Neuronal/fisiología , Lóbulo Parietal/diagnóstico por imagen , Lóbulo Parietal/metabolismo , Lóbulo Parietal/fisiopatología , Placa Amiloide/metabolismo , Tomografía de Emisión de Positrones
19.
Ann Neurol ; 65(5): 557-68, 2009 May.
Artículo en Inglés | MEDLINE | ID: mdl-19475670

RESUMEN

OBJECTIVE: We utilized the amyloid imaging ligand Pittsburgh Compound B (PiB) to determine the presence of Alzheimer's disease (AD) pathology in different mild cognitive impairment (MCI) subtypes and to relate increased PiB binding to other markers of early AD and longitudinal outcome. METHODS: Twenty-six patients with MCI (13 single-domain amnestic-MCI [a-MCI], 6 multidomain a-MCI, and 7 nonamnestic MCI) underwent PiB imaging. Twenty-three had clinical follow-up (21.2 +/- 16.0 [standard deviation] months) subsequent to their PiB scan. RESULTS: Using cutoffs established from a control cohort, we found that 14 (54%) patients had increased levels of PiB retention and were considered "amyloid-positive." All subtypes were associated with a significant proportion of amyloid-positive patients (6/13 single-domain a-MCI, 5/6 multidomain a-MCI, 3/7 nonamnestic MCI). There were no obvious differences in the distribution of PiB retention in the nonamnestic MCI group. Predictors of conversion to clinical AD in a-MCI, including poorer episodic memory, and medial temporal atrophy, were found in the amyloid-positive relative to amyloid-negative a-MCI patients. Longitudinal follow-up demonstrated 5 of 13 amyloid-positive patients, but 0 of 10 amyloid-negative patients, converted to clinical AD. Further, 3 of 10 amyloid-negative patients "reverted to normal." INTERPRETATION: These data support the notion that amyloid-positive patients are likely to have early AD, and that the use of amyloid imaging may have an important role in determining which patients are likely to benefit from disease-specific therapies. In addition, our data are consistent with longitudinal studies that suggest a significant percentage of all MCI subtypes will develop AD.


Asunto(s)
Amiloide/metabolismo , Trastornos del Conocimiento , Imagen por Resonancia Magnética/métodos , Tomografía de Emisión de Positrones/métodos , Anciano , Anciano de 80 o más Años , Compuestos de Anilina , Mapeo Encefálico , Trastornos del Conocimiento/clasificación , Trastornos del Conocimiento/diagnóstico por imagen , Trastornos del Conocimiento/patología , Femenino , Estudios de Seguimiento , Hipocampo/diagnóstico por imagen , Hipocampo/patología , Humanos , Masculino , Persona de Mediana Edad , Pruebas Neuropsicológicas , Psicometría/métodos , Tiazoles
20.
Int J Qual Health Care ; 22(3): 151-61, 2010 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-20382662

RESUMEN

OBJECTIVE: Safety culture may influence patient outcomes, but evidence is limited. We sought to determine if intensive care unit (ICU) safety culture is independently associated with outcomes. DESIGN: Cohort study combining safety culture survey data with the Project IMPACT Critical Care Medicine (PICCM) clinical database. SETTING: Thirty ICUs participating in the PICCM database. PARTICIPANTS: A total of 65 978 patients admitted January 2001-March 2005. INTERVENTIONS: None. MAIN OUTCOME MEASURES: Hospital mortality and length of stay (LOS). METHODS: From December 2003 to April 2004, we surveyed study ICUs using the Safety Attitudes Questionnaire-ICU version, a validated instrument that assesses safety culture across six factors. We calculated factor mean and percent-positive scores (% respondents with mean score > or =75 on a 0-100 scale) for each ICU, and generated case-mix adjusted, patient-level, ICU-clustered regression analyses to determine the independent association of safety culture and outcome. RESULTS: We achieved a 47.9% response (2103 of 4373 ICU personnel). Culture scores were mostly low to moderate and varied across ICUs (range: 13-88, percent-positive scores). After adjustment for patient, hospital and ICU characteristics, for every 10% decrease in ICU perceptions of management percent-positive score, the odds ratio for hospital mortality was 1.24 (95% CI: 1.07-1.44; P = 0.005). For every 10% decrease in ICU safety climate percent-positive score, LOS increased 15% (95% CI: 1-30%; P = 0.03). Sensitivity analyses for non-response bias consistently associated safety climate with outcome, but also yielded some counterintuitive results. CONCLUSION: In a multicenter study conducted in the USA, perceptions of management and safety climate were moderately associated with outcomes. Future work should further develop methods of assessing safety culture and association with outcomes.


Asunto(s)
Unidades de Cuidados Intensivos/organización & administración , Cultura Organizacional , Administración de la Seguridad/organización & administración , Estudios de Cohortes , Capacidad de Camas en Hospitales/estadística & datos numéricos , Mortalidad Hospitalaria , Humanos , Tiempo de Internación/estadística & datos numéricos , Percepción , Admisión y Programación de Personal/estadística & datos numéricos , Encuestas y Cuestionarios , Resultado del Tratamiento , Estados Unidos
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