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Challenges and Future Directions of the T1D Exchange Clinic Network and Registry

机译:T1D交流诊所网络和注册中心的挑战和未来方向

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摘要

The T1D Exchange Clinic Network consists of 67 clinics throughout the United States. Among the more than 100,000 patients with type 1 diabetes mellitus (T1DM) who receive care at these centers, more than 26,000 have been enrolled in a registry. The registry includes participants over a wide age range, from age <1 to 93 years, and consists of both those newly diagnosed (more than 3000 diagnosed <1 year from the time of enrollment) and those with long-standing diabetes (more than 1000 with T1DM for at least 40 years). Data on diabetes history, insulin administration, diabetes management, monitoring, complications, medical conditions, medications, and laboratory results are collected at enrollment and annually through participant completion of Web-based questionnaires and data extraction from medical records. The clinic registry has provided a rich data set to address important clinical and public health issues, including important observations regarding the current state of treatment of T1DM in diabetes centers in the United States. Challenges encountered during the establishment of the clinic registry include establishment of criteria for a diagnosis of presumed autoimmune T1DM, standardization of data collected across clinics, data quality, and understanding of potential bias. Collecting the data and maximizing data quality has required considerable effort. Even with these efforts, certain data elements are difficult to capture in a meaningful way. A standard T1DM module used by all electronic health records could be developed based on the data collection instruments developed for the T1D Exchange clinic registry.
机译:T1D交流诊所网络由全美国67个诊所组成。在这些中心接受治疗的100,000多名1型糖尿病(T1DM)患者中,已有超过26,000名患者加入了注册表。该注册表包括年龄范围小于1至93岁的广泛参与者,包括新诊断的患者(从入组之日起,诊断为<1年后超过3000个诊断)和患有长期糖尿病的患者(大于1000年)使用T1DM至少40年)。登记时和每年通过参与者完成基于Web的调查表并从病历中提取数据,收集有关糖尿病病史,胰岛素管理,糖尿病管理,监测,并发症,医疗状况,药物和实验室结果的数据。临床注册表提供了丰富的数据集,以解决重要的临床和公共卫生问题,包括有关美国糖尿病中心T1DM的当前治疗状态的重要观察结果。建立临床注册中心期间遇到的挑战包括:建立诊断自身免疫性T1DM的诊断标准,跨诊所收集的数据标准化,数据质量以及对潜在偏见的理解。收集数据和最大程度地提高数据质量需要大量的精力。即使做出了这些努力,仍然很难以有意义的方式捕获某些数据元素。可以基于为T1D Exchange诊所注册表开发的数据收集工具来开发所有电子健康记录使用的标准T1DM模块。

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