Leveraging the National Cyberinfrastructure for Biomedical Research
Overview
Authors
Affiliations
In the USA, the national cyberinfrastructure refers to a system of research supercomputer and other IT facilities and the high speed networks that connect them. These resources have been heavily leveraged by scientists in disciplines such as high energy physics, astronomy, and climatology, but until recently they have been little used by biomedical researchers. We suggest that many of the 'Big Data' challenges facing the medical informatics community can be efficiently handled using national-scale cyberinfrastructure. Resources such as the Extreme Science and Discovery Environment, the Open Science Grid, and Internet2 provide economical and proven infrastructures for Big Data challenges, but these resources can be difficult to approach. Specialized web portals, support centers, and virtual organizations can be constructed on these resources to meet defined computational challenges, specifically for genomics. We provide examples of how this has been done in basic biology as an illustration for the biomedical informatics community.
Secure top most significant genome variants search: iDASH 2017 competition.
Carpov S, Tortech T BMC Med Genomics. 2018; 11(Suppl 4):82.
PMID: 30309361 PMC: 6180353. DOI: 10.1186/s12920-018-0399-x.
SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach.
Chenghong W, Jiang Y, Mohammed N, Chen F, Jiang X, Al Aziz M AMIA Annu Symp Proc. 2018; 2017:1744-1753.
PMID: 29854245 PMC: 5977689.
The medical science DMZ: a network design pattern for data-intensive medical science.
Peisert S, Dart E, Barnett W, Balas E, Cuff J, Grossman R J Am Med Inform Assoc. 2017; 25(3):267-274.
PMID: 29040639 PMC: 7651886. DOI: 10.1093/jamia/ocx104.
PRESAGE: PRivacy-preserving gEnetic testing via SoftwAre Guard Extension.
Chen F, Wang C, Dai W, Jiang X, Mohammed N, Al Aziz M BMC Med Genomics. 2017; 10(Suppl 2):48.
PMID: 28786365 PMC: 5547453. DOI: 10.1186/s12920-017-0281-2.
Feltus F, Breen 3rd J, Deng J, Izard R, Konger C, Ligon 3rd W Bioinform Biol Insights. 2015; 9(Suppl 1):9-19.
PMID: 26568680 PMC: 4636112. DOI: 10.4137/BBI.S28988.