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External validation of a cardiovascular risk model for Omani patients with type 2 diabetes mellitus: a retrospective cohort study
OBJECTIVES: To externally validate a recently developed cardiovascular disease (CVD) risk model for Omanis with type 2 diabetes mellitus (T2DM). DESIGN: Retrospective cohort study. SETTING: Nine primary care centres in Muscat Governorate, Oman. PARTICIPANTS: A total of 809 male and female adult Oman...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10660833/ https://www.ncbi.nlm.nih.gov/pubmed/37968004 http://dx.doi.org/10.1136/bmjopen-2022-071369 |
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author | Al Oraimi, Fatema Al Rawahi, Amani Al Harrasi, Amira Albusafi, Sarah Al-Manji, Laila Mohammed Alrawahi, Abdul Hakeem Al Salmani, Asma Ali |
author_facet | Al Oraimi, Fatema Al Rawahi, Amani Al Harrasi, Amira Albusafi, Sarah Al-Manji, Laila Mohammed Alrawahi, Abdul Hakeem Al Salmani, Asma Ali |
author_sort | Al Oraimi, Fatema |
collection | PubMed |
description | OBJECTIVES: To externally validate a recently developed cardiovascular disease (CVD) risk model for Omanis with type 2 diabetes mellitus (T2DM). DESIGN: Retrospective cohort study. SETTING: Nine primary care centres in Muscat Governorate, Oman. PARTICIPANTS: A total of 809 male and female adult Omani patients with T2DM free of CVD at baseline were selected using a systematic random sampling strategy. OUTCOME MEASURES: Data regarding CVD risk factors and outcomes were collected from the patients’ electronic medical records between 29 August 2020 and 2 May 2021. The ability of the model to discriminate CVD risk was assessed by calculating the area under the curve (AUC) of the receiver-operating characteristic curve. Calibration of the model was evaluated using a Hosmer-Lemeshow χ(2) test and the Brier score. RESULTS: The incidence of CVD events over the 5-year follow-up period was 4.6%, with myocardial infarction being most frequent (48.6%), followed by peripheral arterial disease (27%) and non-fatal stroke (21.6%). A cut-off risk value of 11.8% demonstrated good sensitivity (67.6%) and specificity (66.5%). The area under the curve (AUC) was 0.7 (95% CI 0.60 to 0.78) and the Brier score was 0.01. However, the overall mean predicted risk was greater than the overall observed risk (11.8% vs 4.6%) and the calibration graph showed a relatively significant difference between predicted and observed risk levels in different subgroups. CONCLUSIONS: Although the model slightly overestimated the CVD risk, it demonstrated good discrimination. Recalibration of the model is required, after which it has the potential to be applied to patients presenting to diabetic care centres elsewhere in Oman. |
format | Online Article Text |
id | pubmed-10660833 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-106608332023-11-15 External validation of a cardiovascular risk model for Omani patients with type 2 diabetes mellitus: a retrospective cohort study Al Oraimi, Fatema Al Rawahi, Amani Al Harrasi, Amira Albusafi, Sarah Al-Manji, Laila Mohammed Alrawahi, Abdul Hakeem Al Salmani, Asma Ali BMJ Open Diabetes and Endocrinology OBJECTIVES: To externally validate a recently developed cardiovascular disease (CVD) risk model for Omanis with type 2 diabetes mellitus (T2DM). DESIGN: Retrospective cohort study. SETTING: Nine primary care centres in Muscat Governorate, Oman. PARTICIPANTS: A total of 809 male and female adult Omani patients with T2DM free of CVD at baseline were selected using a systematic random sampling strategy. OUTCOME MEASURES: Data regarding CVD risk factors and outcomes were collected from the patients’ electronic medical records between 29 August 2020 and 2 May 2021. The ability of the model to discriminate CVD risk was assessed by calculating the area under the curve (AUC) of the receiver-operating characteristic curve. Calibration of the model was evaluated using a Hosmer-Lemeshow χ(2) test and the Brier score. RESULTS: The incidence of CVD events over the 5-year follow-up period was 4.6%, with myocardial infarction being most frequent (48.6%), followed by peripheral arterial disease (27%) and non-fatal stroke (21.6%). A cut-off risk value of 11.8% demonstrated good sensitivity (67.6%) and specificity (66.5%). The area under the curve (AUC) was 0.7 (95% CI 0.60 to 0.78) and the Brier score was 0.01. However, the overall mean predicted risk was greater than the overall observed risk (11.8% vs 4.6%) and the calibration graph showed a relatively significant difference between predicted and observed risk levels in different subgroups. CONCLUSIONS: Although the model slightly overestimated the CVD risk, it demonstrated good discrimination. Recalibration of the model is required, after which it has the potential to be applied to patients presenting to diabetic care centres elsewhere in Oman. BMJ Publishing Group 2023-11-15 /pmc/articles/PMC10660833/ /pubmed/37968004 http://dx.doi.org/10.1136/bmjopen-2022-071369 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Diabetes and Endocrinology Al Oraimi, Fatema Al Rawahi, Amani Al Harrasi, Amira Albusafi, Sarah Al-Manji, Laila Mohammed Alrawahi, Abdul Hakeem Al Salmani, Asma Ali External validation of a cardiovascular risk model for Omani patients with type 2 diabetes mellitus: a retrospective cohort study |
title | External validation of a cardiovascular risk model for Omani patients with type 2 diabetes mellitus: a retrospective cohort study |
title_full | External validation of a cardiovascular risk model for Omani patients with type 2 diabetes mellitus: a retrospective cohort study |
title_fullStr | External validation of a cardiovascular risk model for Omani patients with type 2 diabetes mellitus: a retrospective cohort study |
title_full_unstemmed | External validation of a cardiovascular risk model for Omani patients with type 2 diabetes mellitus: a retrospective cohort study |
title_short | External validation of a cardiovascular risk model for Omani patients with type 2 diabetes mellitus: a retrospective cohort study |
title_sort | external validation of a cardiovascular risk model for omani patients with type 2 diabetes mellitus: a retrospective cohort study |
topic | Diabetes and Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10660833/ https://www.ncbi.nlm.nih.gov/pubmed/37968004 http://dx.doi.org/10.1136/bmjopen-2022-071369 |
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