研究人员对美国国家癌症研究所癌症研究公共数据的使用:文献综述》。

IF 3.3 Q2 ONCOLOGY
JCO Clinical Cancer Informatics Pub Date : 2024-11-01 Epub Date: 2024-11-13 DOI:10.1200/CCI.24.00116
Zhaoyi Chen, Erika Kim, Tanja Davidsen, Jill S Barnholtz-Sloan
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引用次数: 0

摘要

目的:过去十年间,各类癌症数据激增。为了促进这些丰富数据的共享和使用,美国国立癌症研究所(National Cancer Institute)开发了癌症研究数据公共平台(Cancer Research Data Commons,CRDC),作为一个基于云的基础设施,它提供了大量全面且不断扩展的癌症数据,并附带分析工具。我们对相关文章进行了综述,以概述癌症研究人员如何使用 CRDC 资源:我们进行了全面的文献检索,以确定所有相关出版物。我们纳入了直接引用 CRDC 资源的出版物,以具体研究 CRDC 本身的影响和贡献。我们总结了研究界如何使用 CRDC 组件的分布情况和趋势,并讨论了当前的研究差距和未来的机会:就研究界使用 CRDC 资源的情况而言,我们观察到了令人鼓舞的使用趋势,这表明 CRDC 已成为促进广泛癌症研究的重要基石。我们还注意到当前应用相当缺乏的几个领域,并就 CRDC 和研究界如何改进提供了见解:作为国家癌症数据生态系统的基础,CRDC 将继续增强研究界的能力,以有效利用癌症相关数据、发现新策略并满足癌症患者的需求,最终更有效地防治这一疾病。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Usage of the National Cancer Institute Cancer Research Data Commons by Researchers: A Scoping Review of the Literature.

Purpose: Over the past decade, significant surges in cancer data of all types have happened. To promote sharing and use of these rich data, the National Cancer Institute's Cancer Research Data Commons (CRDC) was developed as a cloud-based infrastructure that provides a large, comprehensive, and expanding collection of cancer data with tools for analysis. We conducted this scoping review of articles to provide an overview of how CRDC resources are being used by cancer researchers.

Methods: A thorough literature search was conducted to identify all relevant publications. We included publications that directly cited CRDC resources to specifically examine the impact and contributions of CRDC by itself. We summarized the distributions and trends of how CRDC components were used by the research community and discussed current research gaps and future opportunities.

Results: In terms of CRDC resources used by the research community, encouraging trends in utilization were observed, suggesting that CRDC has become an important building block for fostering a wide range of cancer research. We also noted a few areas where current applications are rather lacking and provided insights on how improvements can be made by CRDC and research community.

Conclusion: CRDC, as the foundation of a National Cancer Data Ecosystem, will continue empowering the research community to effectively leverage cancer-related data, uncover novel strategies, and address the needs of patients with cancer, ultimately combatting this disease more effectively.

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来源期刊
CiteScore
6.20
自引率
4.80%
发文量
190
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