首页> 美国卫生研究院文献>Neuro-Oncology >EPID-23. PURSUIT OF AN INTERNATIONAL LANGUAGE OF GLIOMA RESEARCH: COMMON DATA ELEMENTS FOR THE LONGITUDINAL STUDY OF ADULT MALIGNANT GLIOMA
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EPID-23. PURSUIT OF AN INTERNATIONAL LANGUAGE OF GLIOMA RESEARCH: COMMON DATA ELEMENTS FOR THE LONGITUDINAL STUDY OF ADULT MALIGNANT GLIOMA

机译:EPID-23。追求胶质瘤研究的国际语言:成年恶性胶质瘤纵向研究的常见数据要素

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摘要

As an uncommon cancer, clinical and translational studies of glioma rely on multi-center collaborations, confirmatory studies, and meta-analyses. Unfortunately, interpretation of results across studies is hampered by the absence of uniformly coded clinical data. Common Data Elements (CDE) represent a set of clinical features for which the language has been standardized for consistent data capture across studies, institutions and registries. We constructed CDE for the longitudinal study of adult malignant glioma. To identify the minimum set of CDE needed to describe the clinical course of glioma, we surveyed clinical standards, ongoing trials, published studies, and data repositories for frequently used data elements. We harmonized the identified clinical variables, filled in gaps, and structured them in a modular schema, defining CDE for patient demographics, medical history, diagnosis, surgery, chemotherapy, radiotherapy, other treatments, and outcomes. Multidisciplinary experts from the Glioma Longitudinal AnalySiS (GLASS) consortium, representing clinical, molecular, and data research perspectives, were consulted regarding CDE. The validity and capture feasibility of the CDE were assessed through harmonization across published studies, then validated with single institution retrospective chart abstraction. The refined CDE library is implemented in the Research Electronic Data Capture (REDCap) System, a secure web application for building and managing online surveys and databases. The work was motivated by the GLASS consortium, which supports the aggregation and analysis of complex genetic datasets used to define molecular trajectories for glioma. The goal is that modular REDCap implementation of CDE allows broad adoption in glioma research. To accommodate novel aspects, the CDE sets can be expanded through additional modules. In contrast, for efficient initiation of focused studies, subsets of CDE can be selected. Broad adoption of CDE will improve the ability to compare results and share data between studies, thereby maximizing the value of existing data sources and small patient populations.
机译:作为一种罕见的癌症,胶质瘤的临床和翻译研究依赖于多中心合作,确认研究和荟萃分析。不幸的是,通过缺乏统一编码的临床数据,对研究结果的解释受到阻碍。常见的数据元素(CDE)代表了一组临床特征,其中语言已被标准化,以便在研究,机构和注册管理机构之间进行一致的数据捕获。我们构建了成年恶性胶质瘤的纵向研究的CDE。为了鉴定描述胶质瘤临床过程所需的最小CDE集合,我们调查了临床标准,正在进行的试验,公布的研究和常用数据元素的数据存储库。我们协调填补空白的识别的临床变量,并在模块化的模式中构建它们,为患者人口统计数据,病史,诊断,手术,化疗,放射治疗,其他治疗和结果进行了定义CDE。来自胶质瘤纵向分析(玻璃)联盟,代表临床,分子和数据研究视角的多学科专家进行了咨询CDE。通过跨公布研究的协调评估CDE的有效性和捕获可行性,然后用单一机构回顾性图表抽象验证。精炼CDE库是在研究电子数据捕获(REDCAP)系统中,是建立和管理在线调查和数据库的安全Web应用程序。该作品是由玻璃联盟的推动,支持用于定义胶质瘤的分子轨迹的复杂遗传数据集的聚集和分析。目标是CDE的模块化红皮实施允许广泛采用胶质瘤研究。为了适应新颖的方面,CDE集可以通过额外的模块扩展。相反,为了有效启动聚焦研究,可以选择CDE的子集。广泛采用CDE将提高比较结果和在研究之间进行数据的能力,从而最大化现有数据来源和小患者人群的价值。

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