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Development of a Pediatric-Specific Clinical Probability Tool for Diagnosis of Venous Thromboembolism: A Feasibility Study

BACKGROUND: Pediatric venous thromboembolism (VTE) is an increasingly common, difficult to diagnose problem. Clinical probability tools (CPT) for adults estimate VTE likelihood, but are not available for children. We hypothesized that a pediatric-specific CPT is feasible. METHODS: Radiology reports...

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Autores principales: Kerlin, Bryce A., Stephens, Julie A., Hogan, Mark J., Smoyer, William E., O'Brien, Sarah H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4346381/
https://www.ncbi.nlm.nih.gov/pubmed/25518012
http://dx.doi.org/10.1038/pr.2014.198
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author Kerlin, Bryce A.
Stephens, Julie A.
Hogan, Mark J.
Smoyer, William E.
O'Brien, Sarah H.
author_facet Kerlin, Bryce A.
Stephens, Julie A.
Hogan, Mark J.
Smoyer, William E.
O'Brien, Sarah H.
author_sort Kerlin, Bryce A.
collection PubMed
description BACKGROUND: Pediatric venous thromboembolism (VTE) is an increasingly common, difficult to diagnose problem. Clinical probability tools (CPT) for adults estimate VTE likelihood, but are not available for children. We hypothesized that a pediatric-specific CPT is feasible. METHODS: Radiology reports were utilized to identify children imaged for suspected VTE. Relevant signs, symptoms, and co-morbidity variables, identified from published literature, were extracted from corresponding medical records. Variables associated with pediatric VTE were incorporated into a multivariate logistic regression to create a pilot CPT which was confirmed on a separate cohort. RESULTS: 389 subjects meeting inclusion criteria were identified: 91 with VTE and 298 without. Univariate analysis revealed male gender (OR 2.96; p<0.001), asymmetric extremity (OR 1.76; p=0.033), central venous catheter utilization and/or dysfunction (OR 2.51; p<0.001), and cancer (OR 2.35; p=0.014) as VTE predictive variables. Documentation of an alternate diagnosis was inversely related to VTE (OR 0.42; p=0.004). Receiver operating characteristic analysis of the derived CPT demonstrated reasonable ability to discriminate VTE probability in the training cohort (AUC 0.73; p<0.001) and moderate discrimination in a separate validation cohort of 149 children (AUC 0.64; p=0.011). CONCLUSION: A pediatric-specific VTE CPT is feasible, would facilitate early diagnosis, and could lead to improved outcomes.
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spelling pubmed-43463812015-09-12 Development of a Pediatric-Specific Clinical Probability Tool for Diagnosis of Venous Thromboembolism: A Feasibility Study Kerlin, Bryce A. Stephens, Julie A. Hogan, Mark J. Smoyer, William E. O'Brien, Sarah H. Pediatr Res Article BACKGROUND: Pediatric venous thromboembolism (VTE) is an increasingly common, difficult to diagnose problem. Clinical probability tools (CPT) for adults estimate VTE likelihood, but are not available for children. We hypothesized that a pediatric-specific CPT is feasible. METHODS: Radiology reports were utilized to identify children imaged for suspected VTE. Relevant signs, symptoms, and co-morbidity variables, identified from published literature, were extracted from corresponding medical records. Variables associated with pediatric VTE were incorporated into a multivariate logistic regression to create a pilot CPT which was confirmed on a separate cohort. RESULTS: 389 subjects meeting inclusion criteria were identified: 91 with VTE and 298 without. Univariate analysis revealed male gender (OR 2.96; p<0.001), asymmetric extremity (OR 1.76; p=0.033), central venous catheter utilization and/or dysfunction (OR 2.51; p<0.001), and cancer (OR 2.35; p=0.014) as VTE predictive variables. Documentation of an alternate diagnosis was inversely related to VTE (OR 0.42; p=0.004). Receiver operating characteristic analysis of the derived CPT demonstrated reasonable ability to discriminate VTE probability in the training cohort (AUC 0.73; p<0.001) and moderate discrimination in a separate validation cohort of 149 children (AUC 0.64; p=0.011). CONCLUSION: A pediatric-specific VTE CPT is feasible, would facilitate early diagnosis, and could lead to improved outcomes. 2014-12-17 2015-03 /pmc/articles/PMC4346381/ /pubmed/25518012 http://dx.doi.org/10.1038/pr.2014.198 Text en http://www.nature.com/authors/editorial_policies/license.html#terms Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Kerlin, Bryce A.
Stephens, Julie A.
Hogan, Mark J.
Smoyer, William E.
O'Brien, Sarah H.
Development of a Pediatric-Specific Clinical Probability Tool for Diagnosis of Venous Thromboembolism: A Feasibility Study
title Development of a Pediatric-Specific Clinical Probability Tool for Diagnosis of Venous Thromboembolism: A Feasibility Study
title_full Development of a Pediatric-Specific Clinical Probability Tool for Diagnosis of Venous Thromboembolism: A Feasibility Study
title_fullStr Development of a Pediatric-Specific Clinical Probability Tool for Diagnosis of Venous Thromboembolism: A Feasibility Study
title_full_unstemmed Development of a Pediatric-Specific Clinical Probability Tool for Diagnosis of Venous Thromboembolism: A Feasibility Study
title_short Development of a Pediatric-Specific Clinical Probability Tool for Diagnosis of Venous Thromboembolism: A Feasibility Study
title_sort development of a pediatric-specific clinical probability tool for diagnosis of venous thromboembolism: a feasibility study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4346381/
https://www.ncbi.nlm.nih.gov/pubmed/25518012
http://dx.doi.org/10.1038/pr.2014.198
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