[Big Data: the great opportunities and challenges to microbiome and other biomedical research].
With the development of high-throughput technologies, biomedical data has been increasing exponentially in an explosive manner. This brings enormous opportunities and challenges to biomedical researchers on how to effectively utilize big data. Big data is different from traditional data in many ways, described as 3Vs - volume, variety and velocity. From the perspective of biomedical research, here I introduced the characteristics of big data, such as its messiness, re-usage and openness. Focusing on microbiome research of meta-analysis, the author discussed the prospective principles in data collection, challenges of privacy protection in data management, and the scalable tools in data analysis with examples from real life.
Biofrontiers Institute, University of Colorado, Boulder, CO 80303, USA.
Zhenjiang
Z
Xu
D035843:Biomedical Research; D003219:Confidentiality; D003625:Data Collection / Q000379:methods; D064307:Microbiota