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GPU Computing Enabled Linux Computer Cluster

GPU Computing Enabled Linux Computer Cluster
支持 GPU 计算的 Linux 计算机集群
批准号:
7792508
负责人:
Yifan Cheng
金额:
$22.81万
依托单位国家:
美国
项目类别:
财政年份:
2010
资助国家:
美国
项目状态:
已结题
起止时间:
2010-01-28 至 2012-01-27

项目摘要

项目成果

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中文摘要
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英文摘要
DESCRIPTION (provided by applicant): Electron cryomicroscopy (cryoEM), particularly single particle cryoEM, has experienced tremendous successes in term of achievable resolution. It is now possible to determine near atomic structures of large protein assemblies with high symmetry, such as icosahedral virus. However, for large protein complex with low symmetry, achieving the similar resolution is still very difficult. This is partly because of the very tedious process of collecting very large datasets of images, and the tremendous demands of computational power to process such large dataset. We have set up a unique easy-to-operate electron microscope system specifically to facilitate this process (automated acquisition software and a very large format, 8K x 8K pixel digital camera). In this application, we seek funds to set up a GPU computing enabled computer cluster for fast data processing. Together with the electron microscope system, we aim to establish an integrated cryoEM system that will overcome the current resolution limitation of cryoEM in studying large protein complexes without high symmetry. Our goal is to routinely collect and process 105 - 106 particle images. The proposed GPU computer cluster will be a medium sized cluster of GPU-CPU units with each server class headnode connected with the just available Nvidia S1070 GPU box containing four Tesla GPU processors. It will be dedicated for fast processing of cryoEM datasets, particularly very large datasets of ~ 1 million particle images. Establish such a GPU computer cluster is a critical step towards routinely determine near atomic resolution structure of macromolecular complex by single particle cryoEM. Many biomedical research projects funded by NIH, particularly those require structural determination of large complexes; will be benefited from such technological advancement. All developed software will be freely provided.
期刊论文(4)
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科研奖励(0)
会议论文
DOI: 10.1038/nature12823
发表时间: 2013-12-05
期刊: Nature
影响因子: 64.8
作者: []
通讯作者:
DOI: 10.1038/nature12822
发表时间: 2013-12-05
期刊: Nature
影响因子: 64.8
作者: []
通讯作者:
DOI: 10.1016/j.sbi.2014.02.005
发表时间: 2014-08
期刊: Current opinion in structural biology
影响因子: 6.8
作者: [Liao M, Cao E, Julius D, Cheng Y]
通讯作者: Cheng Y
DOI: 10.1016/j.ultramic.2011.03.015
发表时间: 2011-07
期刊: ULTRAMICROSCOPY
影响因子: 2.2
作者: [Zheng, Shawn Q., Branlund, Eric, Kesthelyi, Bettina, Braunfeld, Michael B., Cheng, Yifan, Sedat, John W., Agard, David A.]
通讯作者: Agard, David A.
Conformational regulation of TGF-β activation by integrin αvβ6
Core 3
Core 3
Advancing cryo-EM technology to address difficult biological questions
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