Omar El Kawkgi, David Toro-Tobon, Freddy J K Toloza, Sebastian Vallejo, Cristian Soto Jacome, Ivan N Ayala, Bryan A Vallejo, Camila Wenczenovicz, Olivia Tzeng, Horace J Spencer, Jeff D Thostenson, Dingfeng Li, Jacob Kohlenberg, Eddy Lincango, Sneha Mohan, Jessica Castellanos-Diaz, Spyridoula Maraka, Naykky Singh Ospina, Juan P Brito
{"title":"A Predictive Model for Graves' Disease Recurrence After Antithyroid Drug Therapy: A Retrospective Multicenter Cohort Study.","authors":"Omar El Kawkgi, David Toro-Tobon, Freddy J K Toloza, Sebastian Vallejo, Cristian Soto Jacome, Ivan N Ayala, Bryan A Vallejo, Camila Wenczenovicz, Olivia Tzeng, Horace J Spencer, Jeff D Thostenson, Dingfeng Li, Jacob Kohlenberg, Eddy Lincango, Sneha Mohan, Jessica Castellanos-Diaz, Spyridoula Maraka, Naykky Singh Ospina, Juan P Brito","doi":"10.1016/j.eprac.2024.12.011","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>Predicting recurrence after antithyroid drug (ATD) cessation is crucial for optimal treatment decision-making in patients with Graves' disease (GD). We aimed to identify factors associated with GD recurrence and to develop a model using routine pretherapeutic clinical parameters to predict GD recurrence risk during the first year following ATD discontinuation.</p><p><strong>Methods: </strong>This electronic health records-based observational cohort study analyzed patients with GD treated with ATDs at 3 U.S. academic centers. Demographic, clinical characteristics, and GD recurrence within 1 year following ATD discontinuation were assessed. Univariable and multivariable analyses were performed. A predictive model for GD recurrence was developed and visualized as a nomogram.</p><p><strong>Results: </strong>Among the 523 patients included in the study, 211 (40.34%) discontinued treatment. Of these, the 142 (67.29%) that had a follow-up period exceeding 12 months after stopping ATD were used for the development of the predictive model. Among the patients included in the model, the majority were women (n = 111, 78.16%), with a mean age of 49.29 years (standard deviation 16.31) and baseline free thyroxine (FT4) levels averaging 3.39 ng/dl (standard deviation 2.25). Additionally, 79 of 211 patients (37.44%) experienced recurrence within 1 year. Multivariable analysis indicated a 31% increased risk of GD recurrence per additional decade of age (odds ratio 1.31, 95% confidence interval 1.03-1.66, P = .0258), and a 65% increased risk of GD recurrence for every 2.0 ng/dL rise in baseline FT4 (odds ratio 1.65, 95% confidence interval 1.08-2.50, P = .0192). The recurrence predictive model's area under the curve was 0.69 in the derivation dataset and 0.65 in cross-validation.</p><p><strong>Conclusions: </strong>This study introduced a practical model that can be used during the initial therapeutic decision-making process. It utilizes easily accessible baseline clinical data to predict the likelihood of GD recurrence after 1 year of ATD therapy. Further research is needed to identify other factors affecting risk of recurrence and develop more precise predictive models.</p>","PeriodicalId":11682,"journal":{"name":"Endocrine Practice","volume":" ","pages":""},"PeriodicalIF":3.7000,"publicationDate":"2024-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Endocrine Practice","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.eprac.2024.12.011","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0
Abstract
Objectives: Predicting recurrence after antithyroid drug (ATD) cessation is crucial for optimal treatment decision-making in patients with Graves' disease (GD). We aimed to identify factors associated with GD recurrence and to develop a model using routine pretherapeutic clinical parameters to predict GD recurrence risk during the first year following ATD discontinuation.
Methods: This electronic health records-based observational cohort study analyzed patients with GD treated with ATDs at 3 U.S. academic centers. Demographic, clinical characteristics, and GD recurrence within 1 year following ATD discontinuation were assessed. Univariable and multivariable analyses were performed. A predictive model for GD recurrence was developed and visualized as a nomogram.
Results: Among the 523 patients included in the study, 211 (40.34%) discontinued treatment. Of these, the 142 (67.29%) that had a follow-up period exceeding 12 months after stopping ATD were used for the development of the predictive model. Among the patients included in the model, the majority were women (n = 111, 78.16%), with a mean age of 49.29 years (standard deviation 16.31) and baseline free thyroxine (FT4) levels averaging 3.39 ng/dl (standard deviation 2.25). Additionally, 79 of 211 patients (37.44%) experienced recurrence within 1 year. Multivariable analysis indicated a 31% increased risk of GD recurrence per additional decade of age (odds ratio 1.31, 95% confidence interval 1.03-1.66, P = .0258), and a 65% increased risk of GD recurrence for every 2.0 ng/dL rise in baseline FT4 (odds ratio 1.65, 95% confidence interval 1.08-2.50, P = .0192). The recurrence predictive model's area under the curve was 0.69 in the derivation dataset and 0.65 in cross-validation.
Conclusions: This study introduced a practical model that can be used during the initial therapeutic decision-making process. It utilizes easily accessible baseline clinical data to predict the likelihood of GD recurrence after 1 year of ATD therapy. Further research is needed to identify other factors affecting risk of recurrence and develop more precise predictive models.
期刊介绍:
Endocrine Practice (ISSN: 1530-891X), a peer-reviewed journal published twelve times a year, is the official journal of the American Association of Clinical Endocrinologists (AACE). The primary mission of Endocrine Practice is to enhance the health care of patients with endocrine diseases through continuing education of practicing endocrinologists.