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External Validation of the Padua and IMPROVE-VTE Risk Assessment Models for Predicting Venous Thromboembolism in Hospitalized Adult Medical Patients: A Retrospective Single-Center Study in Japan
Objectives: To assess the external validity of the Padua and International Medical Prevention Registry on Venous Thromboembolism (IMPROVE-VTE) risk assessment models (RAMs) for predicting venous thromboembolism (VTE) within 90 days of admission among hospitalized medical patients in Japan. Materials...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Japanese College of Angiology / The Japanese Society for Vascular Surgery / Japanese Society of Phlebology
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10064295/ https://www.ncbi.nlm.nih.gov/pubmed/37006863 http://dx.doi.org/10.3400/avd.oa.22-00108 |
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author | Arakaki, Daichi Iwata, Mitsunaga Terasawa, Teruhiko |
author_facet | Arakaki, Daichi Iwata, Mitsunaga Terasawa, Teruhiko |
author_sort | Arakaki, Daichi |
collection | PubMed |
description | Objectives: To assess the external validity of the Padua and International Medical Prevention Registry on Venous Thromboembolism (IMPROVE-VTE) risk assessment models (RAMs) for predicting venous thromboembolism (VTE) within 90 days of admission among hospitalized medical patients in Japan. Materials and Methods: A university hospital cohort comprising 3876 consecutive patients ages ≥15 years admitted to a general internal medicine department between July 2016 and July 2021 was retrospectively analyzed using data extracted from their medical records. Results: A total of 74 VTE events (1.9%), including six cases with pulmonary embolism (0.2%), were observed. Both RAMs had poor discriminative performance (C-index=0.64 for both) and generally underestimated VTE risks. However, recalibrating the IMPROVE-VTE RAM to update the baseline hazard improved the calibration (calibration slope=1.01). Decision curve analysis showed that a management strategy with no prediction model outperformed a clinical management strategy guided by the originally proposed RAMs. Conclusions: Both RAMs require an update to function in this particular setting. Further studies with a larger-sized cohort, including re-estimation of the individual regression coefficients with additional, more context-specific predictors, are needed to create a useful model that would help advance risk-oriented VTE prevention programs. |
format | Online Article Text |
id | pubmed-10064295 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Japanese College of Angiology / The Japanese Society for Vascular Surgery / Japanese Society of Phlebology |
record_format | MEDLINE/PubMed |
spelling | pubmed-100642952023-04-01 External Validation of the Padua and IMPROVE-VTE Risk Assessment Models for Predicting Venous Thromboembolism in Hospitalized Adult Medical Patients: A Retrospective Single-Center Study in Japan Arakaki, Daichi Iwata, Mitsunaga Terasawa, Teruhiko Ann Vasc Dis Original Article Objectives: To assess the external validity of the Padua and International Medical Prevention Registry on Venous Thromboembolism (IMPROVE-VTE) risk assessment models (RAMs) for predicting venous thromboembolism (VTE) within 90 days of admission among hospitalized medical patients in Japan. Materials and Methods: A university hospital cohort comprising 3876 consecutive patients ages ≥15 years admitted to a general internal medicine department between July 2016 and July 2021 was retrospectively analyzed using data extracted from their medical records. Results: A total of 74 VTE events (1.9%), including six cases with pulmonary embolism (0.2%), were observed. Both RAMs had poor discriminative performance (C-index=0.64 for both) and generally underestimated VTE risks. However, recalibrating the IMPROVE-VTE RAM to update the baseline hazard improved the calibration (calibration slope=1.01). Decision curve analysis showed that a management strategy with no prediction model outperformed a clinical management strategy guided by the originally proposed RAMs. Conclusions: Both RAMs require an update to function in this particular setting. Further studies with a larger-sized cohort, including re-estimation of the individual regression coefficients with additional, more context-specific predictors, are needed to create a useful model that would help advance risk-oriented VTE prevention programs. Japanese College of Angiology / The Japanese Society for Vascular Surgery / Japanese Society of Phlebology 2023-03-25 /pmc/articles/PMC10064295/ /pubmed/37006863 http://dx.doi.org/10.3400/avd.oa.22-00108 Text en © 2023 The Editorial Committee of Annals of Vascular Diseases. https://creativecommons.org/licenses/by-nc-sa/4.0/This article is distributed under the terms of the Creative Commons Attribution License, which permits use, distribution, and reproduction in any medium, provided the credit of the original work, a link to the license, and indication of any change are properly given, and the original work is not used for commercial purposes. Remixed or transformed contributions must be distributed under the same license as the original. |
spellingShingle | Original Article Arakaki, Daichi Iwata, Mitsunaga Terasawa, Teruhiko External Validation of the Padua and IMPROVE-VTE Risk Assessment Models for Predicting Venous Thromboembolism in Hospitalized Adult Medical Patients: A Retrospective Single-Center Study in Japan |
title | External Validation of the Padua and IMPROVE-VTE Risk Assessment Models for Predicting Venous Thromboembolism in Hospitalized Adult Medical Patients: A Retrospective Single-Center Study in Japan |
title_full | External Validation of the Padua and IMPROVE-VTE Risk Assessment Models for Predicting Venous Thromboembolism in Hospitalized Adult Medical Patients: A Retrospective Single-Center Study in Japan |
title_fullStr | External Validation of the Padua and IMPROVE-VTE Risk Assessment Models for Predicting Venous Thromboembolism in Hospitalized Adult Medical Patients: A Retrospective Single-Center Study in Japan |
title_full_unstemmed | External Validation of the Padua and IMPROVE-VTE Risk Assessment Models for Predicting Venous Thromboembolism in Hospitalized Adult Medical Patients: A Retrospective Single-Center Study in Japan |
title_short | External Validation of the Padua and IMPROVE-VTE Risk Assessment Models for Predicting Venous Thromboembolism in Hospitalized Adult Medical Patients: A Retrospective Single-Center Study in Japan |
title_sort | external validation of the padua and improve-vte risk assessment models for predicting venous thromboembolism in hospitalized adult medical patients: a retrospective single-center study in japan |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10064295/ https://www.ncbi.nlm.nih.gov/pubmed/37006863 http://dx.doi.org/10.3400/avd.oa.22-00108 |
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