Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, United States of America.
Division of Rheumatology, Department of Medicine, Brigham and Women's Hospital, Boston, MA, United States of America.
Mult Scler Relat Disord. 2022 Jan;57:103333. doi: 10.1016/j.msard.2021.103333. Epub 2021 Oct 24.
Long-term data on multiple sclerosis (MS) inflammatory disease activity are limited. We examined electronic health records (EHR) indicators of disease activity in people with MS.
We analyzed prospectively collected research registry data and linked EHR data in a clinic-based cohort from 2000 to 2016. We used the trend of the yearly incident relapse rate from the registry data as benchmark. We then calculated the temporal trends of potentially relevant EHR measures, including mean count of the MS diagnostic code, mentions of MS-related concepts, MS-related health utilizations and selected prescriptions.
1,555 MS patients had both registry and EHR data. Between 2000 and 2016, the registry data showed a declining trend in the yearly incident relapse rate, parallel to an increasing trend of DMT usage. Among the EHR measures, covariate-adjusted frequency of diagnostic code of MS, procedure codes of MS-related imaging studies and emergency room visits, and electronic prescription for steroids declined over time, mirroring the temporal trend of the benchmark yearly incident relapse rate.
This study highlights EHR indicators of MS relapse that could enable large-scale examination of long-term disease activities or inform individual patient monitoring in clinical settings where EHR data are available.
多发性硬化症(MS)炎症性疾病活动的长期数据有限。我们研究了 MS 患者的电子健康记录(EHR)疾病活动指标。
我们分析了 2000 年至 2016 年间基于诊所队列的前瞻性收集的研究注册数据和链接 EHR 数据。我们使用注册数据中每年复发率的趋势作为基准。然后,我们计算了潜在相关 EHR 指标的时间趋势,包括 MS 诊断代码的平均计数、与 MS 相关概念的提及、MS 相关的健康利用和选定的处方。
1555 名 MS 患者均有注册和 EHR 数据。2000 年至 2016 年间,注册数据显示每年复发率呈下降趋势,与 DMT 使用呈上升趋势平行。在 EHR 指标中,经过协变量调整的 MS 诊断代码、MS 相关影像学研究和急诊就诊的程序代码以及电子处方中类固醇的频率随时间下降,反映了基准每年复发率的时间趋势。
本研究强调了 MS 复发的 EHR 指标,这些指标可以实现对长期疾病活动的大规模检查,或为在 EHR 数据可用的临床环境中提供对个体患者监测的信息。