Publication:
Low cost, high performance processing of single particle cryo-electron microscopy data in the cloud

Thumbnail Image

Open/View Files

Date

2015

Published Version

Journal Title

Journal ISSN

Volume Title

Publisher

eLife Sciences Publications, Ltd
The Harvard community has made this article openly available. Please share how this access benefits you.

Research Projects

Organizational Units

Journal Issue

Citation

Cianfrocco, Michael A., and Andres E Leschziner. 2015. “Low cost, high performance processing of single particle cryo-electron microscopy data in the cloud.” eLife 4 (1): e06664. doi:10.7554/eLife.06664. http://dx.doi.org/10.7554/eLife.06664.

Research Data

Abstract

The advent of a new generation of electron microscopes and direct electron detectors has realized the potential of single particle cryo-electron microscopy (cryo-EM) as a technique to generate high-resolution structures. Calculating these structures requires high performance computing clusters, a resource that may be limiting to many likely cryo-EM users. To address this limitation and facilitate the spread of cryo-EM, we developed a publicly available ‘off-the-shelf’ computing environment on Amazon's elastic cloud computing infrastructure. This environment provides users with single particle cryo-EM software packages and the ability to create computing clusters with 16–480+ CPUs. We tested our computing environment using a publicly available 80S yeast ribosome dataset and estimate that laboratories could determine high-resolution cryo-EM structures for $50 to $1500 per structure within a timeframe comparable to local clusters. Our analysis shows that Amazon's cloud computing environment may offer a viable computing environment for cryo-EM. DOI: http://dx.doi.org/10.7554/eLife.06664.001

Description

Keywords

cryo-EM, cloud computing, image analysis, single-particle analysis, Amazon EC2,

Terms of Use

This article is made available under the terms and conditions applicable to Other Posted Material (LAA), as set forth at Terms of Service

Endorsement

Review

Supplemented By

Referenced By

Related Stories