Literature DB >> 20691073

Translational bioinformatics in the cloud: an affordable alternative.

Joel T Dudley1, Yannick Pouliot, Rong Chen, Alexander A Morgan, Atul J Butte.   

Abstract

With the continued exponential expansion of publicly available genomic data and access to low-cost, high-throughput molecular technologies for profiling patient populations, computational technologies and informatics are becoming vital considerations in genomic medicine. Although cloud computing technology is being heralded as a key enabling technology for the future of genomic research, available case studies are limited to applications in the domain of high-throughput sequence data analysis. The goal of this study was to evaluate the computational and economic characteristics of cloud computing in performing a large-scale data integration and analysis representative of research problems in genomic medicine. We find that the cloud-based analysis compares favorably in both performance and cost in comparison to a local computational cluster, suggesting that cloud computing technologies might be a viable resource for facilitating large-scale translational research in genomic medicine.

Entities:  

Year:  2010        PMID: 20691073      PMCID: PMC2945008          DOI: 10.1186/gm172

Source DB:  PubMed          Journal:  Genome Med        ISSN: 1756-994X            Impact factor:   11.117


  8 in total

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Authors:  Atul J Butte
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3.  Advances in translational bioinformatics: computational approaches for the hunting of disease genes.

Authors:  Maricel G Kann
Journal:  Brief Bioinform       Date:  2009-12-10       Impact factor: 11.622

4.  Disease signatures are robust across tissues and experiments.

Authors:  Joel T Dudley; Robert Tibshirani; Tarangini Deshpande; Atul J Butte
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5.  Translational bioinformatics applications in genome medicine.

Authors:  Atul J Butte
Journal:  Genome Med       Date:  2009-06-29       Impact factor: 11.117

6.  Bioconductor: open software development for computational biology and bioinformatics.

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Journal:  Genome Biol       Date:  2004-09-15       Impact factor: 13.583

7.  NCBI GEO: mining tens of millions of expression profiles--database and tools update.

Authors:  Tanya Barrett; Dennis B Troup; Stephen E Wilhite; Pierre Ledoux; Dmitry Rudnev; Carlos Evangelista; Irene F Kim; Alexandra Soboleva; Maxim Tomashevsky; Ron Edgar
Journal:  Nucleic Acids Res       Date:  2006-11-11       Impact factor: 16.971

8.  CloudBurst: highly sensitive read mapping with MapReduce.

Authors:  Michael C Schatz
Journal:  Bioinformatics       Date:  2009-04-08       Impact factor: 6.937

  8 in total
  26 in total

1.  A cloud-based approach to medical NLP.

Authors:  Kyle Chard; Michael Russell; Yves A Lussier; Eneida A Mendonça; Jonathan C Silverstein
Journal:  AMIA Annu Symp Proc       Date:  2011-10-22

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Authors:  Eugene Kolker; Elizabeth Stewart; Vural Ozdemir
Journal:  OMICS       Date:  2012-03

Review 3.  Bacterial genome sequencing in the clinic: bioinformatic challenges and solutions.

Authors:  W Florian Fricke; David A Rasko
Journal:  Nat Rev Genet       Date:  2013-11-26       Impact factor: 53.242

4.  Scientific research in the age of omics: the good, the bad, and the sloppy.

Authors:  Daniela M Witten; Robert Tibshirani
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Journal:  Phys Med Biol       Date:  2011-08-12       Impact factor: 3.609

Review 7.  Translational bioinformatics: linking the molecular world to the clinical world.

Authors:  R B Altman
Journal:  Clin Pharmacol Ther       Date:  2012-06       Impact factor: 6.875

8.  An initial log analysis of usage patterns on a research networking system.

Authors:  Mary Regina Boland; Sylvia Trembowelski; Suzanne Bakken; Chunhua Weng
Journal:  Clin Transl Sci       Date:  2012-06-01       Impact factor: 4.689

9.  Pharmacogenomics and individualized medicine: translating science into practice.

Authors:  K R Crews; J K Hicks; C-H Pui; M V Relling; W E Evans
Journal:  Clin Pharmacol Ther       Date:  2012-09-05       Impact factor: 6.875

10.  Parallel classification and feature selection in microarray data using SPRINT.

Authors:  Lawrence Mitchell; Terence M Sloan; Muriel Mewissen; Peter Ghazal; Thorsten Forster; Michal Piotrowski; Arthur Trew
Journal:  Concurr Comput       Date:  2014-03-25       Impact factor: 1.536

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