4.7 Review

Big Data: the challenge for small research groups in the era of cancer genomics

期刊

BRITISH JOURNAL OF CANCER
卷 113, 期 10, 页码 1405-1412

出版社

NATURE PUBLISHING GROUP
DOI: 10.1038/bjc.2015.341

关键词

cancer research; database management systems; biobanking; genomics; ontology management; data ethics

类别

资金

  1. Department of Health via the National Institute for Health Research (NIHR) comprehensive Biomedical Research Centre award
  2. Experimental Cancer Centre at King's College London
  3. Breakthrough Breast Cancer Research UK
  4. Majlis Amanah Rakyat Malaysia

向作者/读者索取更多资源

In the past decade, cancer research has seen an increasing trend towards high-throughput techniques and translational approaches. The increasing availability of assays that utilise smaller quantities of source material and produce higher volumes of data output have resulted in the necessity for data storage solutions beyond those previously used. Multifactorial data, both large in sample size and heterogeneous in context, needs to be integrated in a standardised, cost-effective and secure manner. This requires technical solutions and administrative support not normally financially accounted for in small- to moderate-sized research groups. In this review, we highlight the Big Data challenges faced by translational research groups in the precision medicine era; an era in which the genomes of over 75 000 patients will be sequenced by the National Health Service over the next 3 years to advance healthcare. In particular, we have looked at three main themes of data management in relation to cancer research, namely (1) cancer ontology management, (2) IT infrastructures that have been developed to support data management and (3) the unique ethical challenges introduced by utilising Big Data in research.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据