Literature DB >> 30908818

RAId: Knowledge-Integrated Proteomics Web Service with Accurate Statistical Significance Assignment.

Aleksey Y Ogurtsov1, Gelio Alves1, Yi-Kuo Yu1.   

Abstract

Mass spectrometry-based proteomics starts with identifications of peptides and proteins, which provide the bases for forming the next-level hypotheses whose "validations" are often employed for forming even higher level hypotheses and so forth. Scientifically meaningful conclusions are thus attainable only if the number of falsely identified peptides/proteins is accurately controlled. For this reason, RAId continued to be developed in the past decade. RAId employs rigorous statistics for peptides/proteins identification, hence assigning accurate P-values/E-values that can be used confidently to control the number of falsely identified peptides and proteins. The RAId web service is a versatile tool built to identify peptides and proteins from tandem mass spectrometry data. Not only recognizing various spectra file formats, the web service also allows four peptide scoring functions and choice of three statistical methods for assigning P-values/E-values to identified peptides. Users may upload their own protein database or use one of the available knowledge integrated organismal databases that contain annotated information such as single amino acid polymorphisms, post-translational modifications, and their disease associations. The web service also provides a friendly interface to display, sort using different criteria, and download the identified peptides and proteins. RAId web service is freely available at https://www.ncbi.nlm.nih.gov/CBBresearch/Yu/raid. Published 2019. This article is a U.S. Government work and is in the public domain in the USA. Proteomics Published by WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.

Entities:  

Keywords:  MS/MS data analyses; knowledge-integrated database; peptide/protein identifications; proportion of false discoveries; statistical significance assignment

Mesh:

Year:  2019        PMID: 30908818      PMCID: PMC6635056          DOI: 10.1002/pmic.201800367

Source DB:  PubMed          Journal:  Proteomics        ISSN: 1615-9853            Impact factor:   3.984


  10 in total

1.  TANDEM: matching proteins with tandem mass spectra.

Authors:  Robertson Craig; Ronald C Beavis
Journal:  Bioinformatics       Date:  2004-02-19       Impact factor: 6.937

2.  General framework for developing and evaluating database scoring algorithms using the TANDEM search engine.

Authors:  Brendan MacLean; Jimmy K Eng; Ronald C Beavis; Martin McIntosh
Journal:  Bioinformatics       Date:  2006-07-28       Impact factor: 6.937

3.  Rapid and accurate peptide identification from tandem mass spectra.

Authors:  Christopher Y Park; Aaron A Klammer; Lukas Käll; Michael J MacCoss; William S Noble
Journal:  J Proteome Res       Date:  2008-05-28       Impact factor: 4.466

4.  Mass spectrometry-based protein identification with accurate statistical significance assignment.

Authors:  Gelio Alves; Yi-Kuo Yu
Journal:  Bioinformatics       Date:  2014-10-31       Impact factor: 6.937

5.  Confidence assignment for mass spectrometry based peptide identifications via the extreme value distribution.

Authors:  Gelio Alves; Yi-Kuo Yu
Journal:  Bioinformatics       Date:  2016-04-29       Impact factor: 6.937

6.  Statistical Characterization of a 1D Random Potential Problem - with applications in score statistics of MS-based peptide sequencing.

Authors:  Gelio Alves; Yi-Kuo Yu
Journal:  Physica A       Date:  2008-11-15       Impact factor: 3.263

7.  RAId_aPS: MS/MS analysis with multiple scoring functions and spectrum-specific statistics.

Authors:  Gelio Alves; Aleksey Y Ogurtsov; Yi-Kuo Yu
Journal:  PLoS One       Date:  2010-11-16       Impact factor: 3.240

8.  Combining independent, weighted P-values: achieving computational stability by a systematic expansion with controllable accuracy.

Authors:  Gelio Alves; Yi-Kuo Yu
Journal:  PLoS One       Date:  2011-08-31       Impact factor: 3.240

9.  RAId_DbS: mass-spectrometry based peptide identification web server with knowledge integration.

Authors:  Gelio Alves; Aleksey Y Ogurtsov; Yi-Kuo Yu
Journal:  BMC Genomics       Date:  2008-10-27       Impact factor: 3.969

10.  RAId_DbS: peptide identification using database searches with realistic statistics.

Authors:  Gelio Alves; Aleksey Y Ogurtsov; Yi-Kuo Yu
Journal:  Biol Direct       Date:  2007-10-25       Impact factor: 4.540

  10 in total

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