Literature DB >> 23088505

Cloud CPFP: a shotgun proteomics data analysis pipeline using cloud and high performance computing.

David C Trudgian1, Hamid Mirzaei.   

Abstract

We have extended the functionality of the Central Proteomics Facilities Pipeline (CPFP) to allow use of remote cloud and high performance computing (HPC) resources for shotgun proteomics data processing. CPFP has been modified to include modular local and remote scheduling for data processing jobs. The pipeline can now be run on a single PC or server, a local cluster, a remote HPC cluster, and/or the Amazon Web Services (AWS) cloud. We provide public images that allow easy deployment of CPFP in its entirety in the AWS cloud. This significantly reduces the effort necessary to use the software, and allows proteomics laboratories to pay for compute time ad hoc, rather than obtaining and maintaining expensive local server clusters. Alternatively the Amazon cloud can be used to increase the throughput of a local installation of CPFP as necessary. We demonstrate that cloud CPFP allows users to process data at higher speed than local installations but with similar cost and lower staff requirements. In addition to the computational improvements, the web interface to CPFP is simplified, and other functionalities are enhanced. The software is under active development at two leading institutions and continues to be released under an open-source license at http://cpfp.sourceforge.net.

Entities:  

Mesh:

Year:  2012        PMID: 23088505     DOI: 10.1021/pr300694b

Source DB:  PubMed          Journal:  J Proteome Res        ISSN: 1535-3893            Impact factor:   4.466


  30 in total

1.  Abnormal mechanosensing and cofilin activation promote the progression of ascending aortic aneurysms in mice.

Authors:  Yoshito Yamashiro; Christina L Papke; Jungsil Kim; Lea-Jeanne Ringuette; Qing-Jun Zhang; Zhi-Ping Liu; Hamid Mirzaei; Jessica E Wagenseil; Elaine C Davis; Hiromi Yanagisawa
Journal:  Sci Signal       Date:  2015-10-20       Impact factor: 8.192

2.  Fucosylation and protein glycosylation create functional receptors for cholera toxin.

Authors:  Amberlyn M Wands; Akiko Fujita; Janet E McCombs; Jakob Cervin; Benjamin Dedic; Andrea C Rodriguez; Nicole Nischan; Michelle R Bond; Marcel Mettlen; David C Trudgian; Andrew Lemoff; Marianne Quiding-Järbrink; Bengt Gustavsson; Catharina Steentoft; Henrik Clausen; Hamid Mirzaei; Susann Teneberg; Ulf Yrlid; Jennifer J Kohler
Journal:  Elife       Date:  2015-10-29       Impact factor: 8.140

3.  Processing shotgun proteomics data on the Amazon cloud with the trans-proteomic pipeline.

Authors:  Joseph Slagel; Luis Mendoza; David Shteynberg; Eric W Deutsch; Robert L Moritz
Journal:  Mol Cell Proteomics       Date:  2014-11-23       Impact factor: 5.911

4.  Detection of FGF15 in plasma by stable isotope standards and capture by anti-peptide antibodies and targeted mass spectrometry.

Authors:  Takeshi Katafuchi; Daria Esterházy; Andrew Lemoff; Xunshan Ding; Varun Sondhi; Steven A Kliewer; Hamid Mirzaei; David J Mangelsdorf
Journal:  Cell Metab       Date:  2015-06-02       Impact factor: 27.287

Review 5.  Trans-Proteomic Pipeline, a standardized data processing pipeline for large-scale reproducible proteomics informatics.

Authors:  Eric W Deutsch; Luis Mendoza; David Shteynberg; Joseph Slagel; Zhi Sun; Robert L Moritz
Journal:  Proteomics Clin Appl       Date:  2015-04-02       Impact factor: 3.494

6.  Confetti: a multiprotease map of the HeLa proteome for comprehensive proteomics.

Authors:  Xiaofeng Guo; David C Trudgian; Andrew Lemoff; Sivaramakrishna Yadavalli; Hamid Mirzaei
Journal:  Mol Cell Proteomics       Date:  2014-04-02       Impact factor: 5.911

7.  Androgen Receptor Variants Mediate DNA Repair after Prostate Cancer Irradiation.

Authors:  Yi Yin; Rui Li; Kangling Xu; Sentai Ding; Jeffrey Li; GuemHee Baek; Susmita G Ramanand; Sam Ding; Zhao Liu; Yunpeng Gao; Mohammed S Kanchwala; Xiangyi Li; Ryan Hutchinson; Xihui Liu; Solomon L Woldu; Chao Xing; Neil B Desai; Felix Y Feng; Sandeep Burma; Johann S de Bono; Scott M Dehm; Ram S Mani; Benjamin P C Chen; Ganesh V Raj
Journal:  Cancer Res       Date:  2017-07-28       Impact factor: 12.701

8.  Lipid droplet biogenesis is spatially coordinated at ER-vacuole contacts under nutritional stress.

Authors:  Hanaa Hariri; Sean Rogers; Rupali Ugrankar; Yang Lydia Liu; J Ryan Feathers; W Mike Henne
Journal:  EMBO Rep       Date:  2017-11-16       Impact factor: 8.807

9.  Pin1 mediates Aβ42-induced dendritic spine loss.

Authors:  Nancy R Stallings; Melissa A O'Neal; Jie Hu; Ege T Kavalali; Ilya Bezprozvanny; James S Malter
Journal:  Sci Signal       Date:  2018-03-20       Impact factor: 8.192

10.  Pneumococcal Neuraminidase Substrates Identified through Comparative Proteomics Enabled by Chemoselective Labeling.

Authors:  Janet E McCombs; Jennifer J Kohler
Journal:  Bioconjug Chem       Date:  2016-03-22       Impact factor: 4.774

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.