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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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2014
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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. |
format | Online Article Text |
id | pubmed-4346381 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
record_format | MEDLINE/PubMed |
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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