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

被引:26
|
作者
Cianfrocco, Michael A. [1 ,2 ]
Leschziner, Andres E. [1 ]
机构
[1] Harvard Univ, Dept Mol & Cellular Biol, Cambridge, MA 02138 USA
[2] Harvard Univ, Sch Med, Dept Cell Biol, Boston, MA USA
来源
ELIFE | 2015年 / 4卷
基金
美国国家卫生研究院;
关键词
ELECTRON-MICROSCOPY; CRYO-EM; RESOLUTION; VISUALIZATION;
D O I
10.7554/eLife.06664
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 50 条
  • [1] Single-particle cryo-electron microscopy
    Doerr, Allison
    NATURE METHODS, 2016, 13 (01) : 23 - 23
  • [2] Single-particle cryo-electron microscopy
    Allison Doerr
    Nature Methods, 2016, 13 : 23 - 23
  • [3] Towards on-the-fly Cryo-Electron Microscopy Data Processing by High Performance Data Analysis
    Pichkur, Evgeny
    Baimukhametov, Timur
    Teslyuk, Anton
    Orekhov, Anton
    Kamyshinsky, Roman
    Chesnokov, Yury
    Ilyin, Viacheslav
    Vasiliev, Alexander
    Velikhov, Vasily
    COMPUTER SIMULATIONS IN PHYSICS AND BEYOND (CSP2017), 2018, 955
  • [4] A Primer to Single-Particle Cryo-Electron Microscopy
    Cheng, Yifan
    Grigorieff, Nikolaus
    Penczek, Pawel A.
    Walz, Thomas
    CELL, 2015, 161 (03) : 438 - 449
  • [5] The Special Issue of Microscopy on single-particle cryo-electron microscopy
    Cheng, Yifan
    Walz, Thomas
    MICROSCOPY, 2016, 65 (01) : 1 - 2
  • [6] Single Particle Cryo-Electron Microscopy: From Sample to Structure
    White, Joshua B. R.
    Maskell, Daniel P.
    Howe, Andrew
    Harrow, Martin
    Clare, Daniel K.
    Siebert, C. Alistair
    Hesketh, Emma L.
    Thompson, Rebecca F.
    JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, 2021, (171):
  • [7] Single-particle cryo-electron microscopy of macromolecular complexes
    Skiniotis, Georgios
    Southworth, Daniel R.
    MICROSCOPY, 2016, 65 (01) : 9 - 22
  • [8] Single-particle imaging of macromolecules by cryo-electron microscopy
    Frank, J
    ANNUAL REVIEW OF BIOPHYSICS AND BIOMOLECULAR STRUCTURE, 2002, 31 : 303 - 319
  • [9] Live Analysis and Reconstruction of Single-Particle Cryo-Electron Microscopy Data with CryoFLARE
    Schenk, Andreas D.
    Cavadini, Simone
    Thoma, Nicolas H.
    Genoud, Christel
    JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2020, 60 (05) : 2561 - 2569
  • [10] Recent Advances in Single Particle Cryo-electron Microscopy and Cryo-electron Tomography to Determine the Structures of Biological Macromolecules
    Moumita Dutta
    Journal of the Indian Institute of Science, 2018, 98 : 231 - 245