Assessing the Predictive Value of the SAMe-TT2R2 Score for Poor Anticoagulation Control in a Diverse Ethnic Population

Introduction: In Asian countries, warfarin is still widely used for stroke prevention in non-valvular atrial fibrillation compared to non-vitamin K antagonist oral anticoagulants (NOACs) due to its affordability. A tool such as the SAMe-TT2R2 is needed to determine the probability of achieving and m...

Full description

Bibliographic Details
Published in:Hospital Pharmacy
Main Author: Mohamed S.; Nik Abdul Rahman N.N.; Tan J.Y.; Selvam T.; Zulkifly H.H.
Format: Article
Language:English
Published: SAGE Publications Ltd 2024
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85210746225&doi=10.1177%2f00185787241300293&partnerID=40&md5=04b3a1c7aa5b400f77d2044ea6532400
id 2-s2.0-85210746225
spelling 2-s2.0-85210746225
Mohamed S.; Nik Abdul Rahman N.N.; Tan J.Y.; Selvam T.; Zulkifly H.H.
Assessing the Predictive Value of the SAMe-TT2R2 Score for Poor Anticoagulation Control in a Diverse Ethnic Population
2024
Hospital Pharmacy


10.1177/00185787241300293
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85210746225&doi=10.1177%2f00185787241300293&partnerID=40&md5=04b3a1c7aa5b400f77d2044ea6532400
Introduction: In Asian countries, warfarin is still widely used for stroke prevention in non-valvular atrial fibrillation compared to non-vitamin K antagonist oral anticoagulants (NOACs) due to its affordability. A tool such as the SAMe-TT2R2 is needed to determine the probability of achieving and maintaining good anticoagulation control with warfarin therapy. However, it requires validation in the Malaysian cohort. Therefore, the objective of our study is to validate the SAMe-TT2R2 score in predicting poor anticoagulation control in Malaysia. A time in therapeutic range (TTR) < 65% was used to determine poor anticoagulation control. Method: This retrospective cohort study was conducted from July 2022 to July 2023. Patients were enrolled in 2020 from 49 facilities located across Malaysia resulting in a total of 957 included patients. TTR was calculated using Roseendaal’s method. Results: The mean (SD) TTR and SAMe-TT2R2 score in the overall cohort is 65.2% (±24) and 5.5 (±0.9) respectively. Almost half of the population (43.7%) has the SAMe-TT2R2 score of 5. Having diabetes, ischemic heart disease, and increasing HAS-BLED and SAMe-TT2R2 score affects anticoagulation control on univariate analysis. However, after adjusting for demographics and clinical variables on multivariate analysis, only the SAMe-TT2R2 score as a continuous variable persists in predicting poor anticoagulation control. A SAMe-TT2R2 score cut-off point of >5 best predicts poor anticoagulation control with a sensitivity of 0.49 and a specificity value of 0.68. Conclusion: The SAMe-TT2R2 score, especially when exceeding 5, was associated with a higher likelihood of poor anticoagulation control, emphasizing its relevance in clinical assessment. However, its limited predictive capability, reflected by a C-statistic of 0.548, suggests the need for cautious interpretation and consideration of additional factors in anticoagulation management decisions. Continuous monitoring and personalized strategies are crucial for optimizing outcomes in this population. © The Author(s) 2024.
SAGE Publications Ltd
00185787
English
Article

author Mohamed S.; Nik Abdul Rahman N.N.; Tan J.Y.; Selvam T.; Zulkifly H.H.
spellingShingle Mohamed S.; Nik Abdul Rahman N.N.; Tan J.Y.; Selvam T.; Zulkifly H.H.
Assessing the Predictive Value of the SAMe-TT2R2 Score for Poor Anticoagulation Control in a Diverse Ethnic Population
author_facet Mohamed S.; Nik Abdul Rahman N.N.; Tan J.Y.; Selvam T.; Zulkifly H.H.
author_sort Mohamed S.; Nik Abdul Rahman N.N.; Tan J.Y.; Selvam T.; Zulkifly H.H.
title Assessing the Predictive Value of the SAMe-TT2R2 Score for Poor Anticoagulation Control in a Diverse Ethnic Population
title_short Assessing the Predictive Value of the SAMe-TT2R2 Score for Poor Anticoagulation Control in a Diverse Ethnic Population
title_full Assessing the Predictive Value of the SAMe-TT2R2 Score for Poor Anticoagulation Control in a Diverse Ethnic Population
title_fullStr Assessing the Predictive Value of the SAMe-TT2R2 Score for Poor Anticoagulation Control in a Diverse Ethnic Population
title_full_unstemmed Assessing the Predictive Value of the SAMe-TT2R2 Score for Poor Anticoagulation Control in a Diverse Ethnic Population
title_sort Assessing the Predictive Value of the SAMe-TT2R2 Score for Poor Anticoagulation Control in a Diverse Ethnic Population
publishDate 2024
container_title Hospital Pharmacy
container_volume
container_issue
doi_str_mv 10.1177/00185787241300293
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85210746225&doi=10.1177%2f00185787241300293&partnerID=40&md5=04b3a1c7aa5b400f77d2044ea6532400
description Introduction: In Asian countries, warfarin is still widely used for stroke prevention in non-valvular atrial fibrillation compared to non-vitamin K antagonist oral anticoagulants (NOACs) due to its affordability. A tool such as the SAMe-TT2R2 is needed to determine the probability of achieving and maintaining good anticoagulation control with warfarin therapy. However, it requires validation in the Malaysian cohort. Therefore, the objective of our study is to validate the SAMe-TT2R2 score in predicting poor anticoagulation control in Malaysia. A time in therapeutic range (TTR) < 65% was used to determine poor anticoagulation control. Method: This retrospective cohort study was conducted from July 2022 to July 2023. Patients were enrolled in 2020 from 49 facilities located across Malaysia resulting in a total of 957 included patients. TTR was calculated using Roseendaal’s method. Results: The mean (SD) TTR and SAMe-TT2R2 score in the overall cohort is 65.2% (±24) and 5.5 (±0.9) respectively. Almost half of the population (43.7%) has the SAMe-TT2R2 score of 5. Having diabetes, ischemic heart disease, and increasing HAS-BLED and SAMe-TT2R2 score affects anticoagulation control on univariate analysis. However, after adjusting for demographics and clinical variables on multivariate analysis, only the SAMe-TT2R2 score as a continuous variable persists in predicting poor anticoagulation control. A SAMe-TT2R2 score cut-off point of >5 best predicts poor anticoagulation control with a sensitivity of 0.49 and a specificity value of 0.68. Conclusion: The SAMe-TT2R2 score, especially when exceeding 5, was associated with a higher likelihood of poor anticoagulation control, emphasizing its relevance in clinical assessment. However, its limited predictive capability, reflected by a C-statistic of 0.548, suggests the need for cautious interpretation and consideration of additional factors in anticoagulation management decisions. Continuous monitoring and personalized strategies are crucial for optimizing outcomes in this population. © The Author(s) 2024.
publisher SAGE Publications Ltd
issn 00185787
language English
format Article
accesstype
record_format scopus
collection Scopus
_version_ 1820775438690025472