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1.
Intern Emerg Med ; 17(7): 1863-1878, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-35648280

RESUMEN

Previous studies that assessed risk factors for venous thromboembolism (VTE) in COVID-19 patients have shown inconsistent results. Our aim was to investigate VTE predictors by both logistic regression (LR) and machine learning (ML) approaches, due to their potential complementarity. This cohort study of a large Brazilian COVID-19 Registry included 4120 COVID-19 adult patients from 16 hospitals. Symptomatic VTE was confirmed by objective imaging. LR analysis, tree-based boosting, and bagging were used to investigate the association of variables upon hospital presentation with VTE. Among 4,120 patients (55.5% men, 39.3% critical patients), VTE was confirmed in 6.7%. In multivariate LR analysis, obesity (OR 1.50, 95% CI 1.11-2.02); being an ex-smoker (OR 1.44, 95% CI 1.03-2.01); surgery ≤ 90 days (OR 2.20, 95% CI 1.14-4.23); axillary temperature (OR 1.41, 95% CI 1.22-1.63); D-dimer ≥ 4 times above the upper limit of reference value (OR 2.16, 95% CI 1.26-3.67), lactate (OR 1.10, 95% CI 1.02-1.19), C-reactive protein levels (CRP, OR 1.09, 95% CI 1.01-1.18); and neutrophil count (OR 1.04, 95% CI 1.005-1.075) were independent predictors of VTE. Atrial fibrillation, peripheral oxygen saturation/inspired oxygen fraction (SF) ratio and prophylactic use of anticoagulants were protective. Temperature at admission, SF ratio, neutrophil count, D-dimer, CRP and lactate levels were also identified as predictors by ML methods. By using ML and LR analyses, we showed that D-dimer, axillary temperature, neutrophil count, CRP and lactate levels are risk factors for VTE in COVID-19 patients.


Asunto(s)
COVID-19 , Tromboembolia Venosa , Adulto , Anticoagulantes , Brasil/epidemiología , Proteína C-Reactiva , COVID-19/complicaciones , COVID-19/epidemiología , Estudios de Cohortes , Femenino , Humanos , Lactatos , Masculino , Oxígeno , Sistema de Registros , Factores de Riesgo , Tromboembolia Venosa/epidemiología , Tromboembolia Venosa/etiología , Tromboembolia Venosa/prevención & control
2.
PLoS One ; 15(9): e0239235, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32941548

RESUMEN

New evidence on the COVID-19 pandemic is being published daily. Ongoing high-quality assessment of this literature is therefore needed to enable clinical practice to be evidence-based. This review builds on a previous scoping review and aimed to identify associations between disease severity and various clinical, laboratory and radiological characteristics. We searched MEDLINE, CENTRAL, EMBASE, Scopus and LILACS for studies published between January 1, 2019 and March 22, 2020. Clinical studies including ≥10 patients with confirmed COVID-19 of any study design were eligible. Two investigators independently extracted data and assessed risk of bias. A quality effects model was used for the meta-analyses. Subgroup analysis and meta-regression identified sources of heterogeneity. For hospitalized patients, studies were ordered by overall disease severity of each population and this order was used as the modifier variable in meta-regression. Overall, 86 studies (n = 91,621) contributed data to the meta-analyses. Severe disease was strongly associated with fever, cough, dyspnea, pneumonia, any computed tomography findings, any ground glass opacity, lymphocytopenia, elevated C-reactive protein, elevated alanine aminotransferase, elevated aspartate aminotransferase, older age and male sex. These variables typically increased in prevalence by 30-73% from mild/early disease through to moderate/severe disease. Among hospitalized patients, 30-78% of heterogeneity was explained by severity of disease. Elevated white blood cell count was strongly associated with more severe disease among moderate/severe hospitalized patients. Elevated lymphocytes, low platelets, interleukin-6, erythrocyte sedimentation rate and D-dimers showed potential associations, while fatigue, gastrointestinal symptoms, consolidation and septal thickening showed non-linear association patterns. Headache and sore throat were associated with the presence of disease, but not with more severe disease. In COVID-19, more severe disease is strongly associated with several clinical, laboratory and radiological characteristics. Symptoms and other variables in early/mild disease appear non-specific and highly heterogeneous. Clinical Trial Registration: PROSPERO CRD42020170623.


Asunto(s)
Betacoronavirus , Infecciones por Coronavirus/epidemiología , Pandemias , Neumonía Viral/epidemiología , Adulto , Anciano , Biomarcadores , Recuento de Células Sanguíneas , Proteínas Sanguíneas/análisis , Sedimentación Sanguínea , COVID-19 , Terapia Combinada , Infecciones por Coronavirus/sangre , Infecciones por Coronavirus/diagnóstico por imagen , Infecciones por Coronavirus/terapia , Femenino , Hospitalización , Humanos , Pulmón/diagnóstico por imagen , Masculino , Persona de Mediana Edad , Neumonía Viral/sangre , Neumonía Viral/diagnóstico por imagen , Neumonía Viral/terapia , Embarazo , Complicaciones Infecciosas del Embarazo/epidemiología , Prevalencia , Ensayos Clínicos Controlados Aleatorios como Asunto , SARS-CoV-2 , Evaluación de Síntomas
3.
Radiol. bras ; 38(2): 95-99, mar.-abr. 2005. ilus, graf
Artículo en Portugués | LILACS | ID: lil-402642

RESUMEN

OBJETIVO: Avaliar a acurácia da tomografia de alta resolução (TCAR) do tórax em relação à radiografia simples (RX) do tórax no diagnóstico de doença intersticial pulmonar relacionada à esclerose sistêmica (ES). MATERIAIS E MÉTODOS: Foram realizados TCAR e RX de tórax em póstero-anterior e perfil em 34 pacientes com diagnóstico de ES, segundo critérios do Colégio Americano de Reumatologia, e feita comparação entre as prevalências dos achados radiológicos sugestivos de doença intersticial pulmonar encontradas com estes dois métodos de imagem. RESULTADOS: Foram observadas alterações em 31 (91 por cento) das TCAR, enquanto 16 (47 por cento) dos RX de tórax se apresentavam alterados. Os achados mais freqüentes à TCAR foram: linhas septais (74 por cento), faveolamento (56 por cento) e bandas parenquimatosas (26 por cento), localizados predominantemente nas bases pulmonares. Os RX de tórax demonstraram áreas de infiltrado reticular em 32 por cento dos casos e distorção parenquimatosa em 12 por cento dos pacientes. Em 18 (53 por cento) pacientes com RX de tórax normal a TCAR revelou espessamento septal em 55 por cento, vidro fosco em 44 por cento, faveolamento em 38,5 por cento e cistos em 33 por cento. CONCLUSAO: A TCAR é mais sensível que o RX de tórax para a investigação de envolvimento intersticial pulmonar inicial em pacientes com ES, justificando, em casos incipientes, tratamento com terapia imunossupressora.


Asunto(s)
Humanos , Masculino , Femenino , Adulto , Persona de Mediana Edad , Diagnóstico por Imagen , Esclerodermia Sistémica , Enfermedades Pulmonares Intersticiales , Esclerodermia Sistémica , Esclerodermia Sistémica/diagnóstico , Tomografía Computarizada por Rayos X
4.
Radiol. bras ; 29(3): 159-61, maio-jun. 1996. ilus
Artículo en Portugués | LILACS | ID: lil-180040

RESUMEN

Tumor sólido-cístico do pâncreas é neoplasia rara que ocorre principalmente em mulheres jovens. Sua importância está no bom prognóstico após ressecçäo cirúrgica. Os autores relatam um caso de tumor sólido-cístico do pâncreas, o qual foi confirmado após intervençäo cirúrgica e exame anatomopatológico. Säo ressaltados aspectos importantes no diagnóstico por métodos de imagem


Asunto(s)
Humanos , Femenino , Adolescente , Diagnóstico por Imagen/métodos , Neoplasias Pancreáticas
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