Literature DB >> 23350948

BRAIN: a universal tool for high-throughput calculations of the isotopic distribution for mass spectrometry.

Piotr Dittwald, Jürgen Claesen, Tomasz Burzykowski, Dirk Valkenborg, Anna Gambin.   

Abstract

This Letter presents the R-package implementation of the recently introduced polynomial method for calculating the aggregated isotopic distribution called BRAIN (Baffling Recursive Algorithm for Isotopic distributioN calculations). The algorithm is simple, easy to understand, highly accurate, fast, and memory-efficient. The method is based on the application of the Newton-Girard theorem and Viète's formulae to the polynomial coding of different aggregated isotopic variants. As a result, an elegant recursive equation is obtained for computing the occurrence probabilities of consecutive aggregated isotopic peaks. Additionally, the algorithm also allows calculating the center-masses of the aggregated isotopic variants. We propose an implementation which is suitable for high-throughput processing and easily customizable for application in different areas of mass spectral data analyses. A case study demonstrates how the R-package can be applied in the context of protein research, but the software can be also used for calculating the isotopic distribution in the context of lipidomics, metabolomics, glycoscience, or even space exploration. More materials, i.e., reference manual, vignette, and the package itself are available at Bioconductor online (http://www.bioconductor.org/packages/release/bioc/html/BRAIN.html).

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Year:  2013        PMID: 23350948     DOI: 10.1021/ac303439m

Source DB:  PubMed          Journal:  Anal Chem        ISSN: 0003-2700            Impact factor:   6.986


  13 in total

1.  Comparison of the Mahalanobis distance and Pearson's χ² statistic as measures of similarity of isotope patterns.

Authors:  Fatemeh Zamanzad Ghavidel; Jürgen Claesen; Tomasz Burzykowski; Dirk Valkenborg
Journal:  J Am Soc Mass Spectrom       Date:  2013-11-19       Impact factor: 3.109

2.  Complete Molecular Weight Profiling of Low-Molecular Weight Heparins Using Size Exclusion Chromatography-Ion Suppressor-High-Resolution Mass Spectrometry.

Authors:  Joseph Zaia; Kshitij Khatri; Joshua Klein; Chun Shao; Yuewei Sheng; Rosa Viner
Journal:  Anal Chem       Date:  2016-10-17       Impact factor: 6.986

3.  Towards automated discrimination of lipids versus peptides from full scan mass spectra.

Authors:  Piotr Dittwald; Vu Trung Nghia; Glenn A Harris; Richard M Caprioli; Raf Van de Plas; Kris Laukens; Anna Gambin; Dirk Valkenborg
Journal:  EuPA Open Proteom       Date:  2014-09-01

4.  Simplifying MS1 and MS2 spectra to achieve lower mass error, more dynamic range, and higher peptide identification confidence on the Bruker timsTOF Pro.

Authors:  Daryl Wilding-McBride; Laura F Dagley; Sukhdeep K Spall; Giuseppe Infusini; Andrew I Webb
Journal:  PLoS One       Date:  2022-07-07       Impact factor: 3.752

5.  BRAIN 2.0: time and memory complexity improvements in the algorithm for calculating the isotope distribution.

Authors:  Piotr Dittwald; Dirk Valkenborg
Journal:  J Am Soc Mass Spectrom       Date:  2014-02-12       Impact factor: 3.109

6.  Software for Peak Finding and Elemental Composition Assignment for Glycosaminoglycan Tandem Mass Spectra.

Authors:  John D Hogan; Joshua A Klein; Jiandong Wu; Pradeep Chopra; Geert-Jan Boons; Luis Carvalho; Cheng Lin; Joseph Zaia
Journal:  Mol Cell Proteomics       Date:  2018-04-03       Impact factor: 5.911

7.  Kendrick Mass Defect Approach Combined to NORINE Database for Molecular Formula Assignment of Nonribosomal Peptides.

Authors:  Mickaël Chevalier; Emma Ricart; Emeline Hanozin; Maude Pupin; Philippe Jacques; Nicolas Smargiasso; Edwin De Pauw; Frédérique Lisacek; Valérie Leclère; Christophe Flahaut
Journal:  J Am Soc Mass Spectrom       Date:  2019-10-28       Impact factor: 3.109

8.  Comment on "Computation of isotopic peak center-mass distribution by fourier transform".

Authors:  Han Hu; Piotr Dittwald; Joseph Zaia; Dirk Valkenborg
Journal:  Anal Chem       Date:  2013-12-04       Impact factor: 6.986

9.  Fast Deisotoping Algorithm and Its Implementation in the MSFragger Search Engine.

Authors:  Guo Ci Teo; Daniel A Polasky; Fengchao Yu; Alexey I Nesvizhskii
Journal:  J Proteome Res       Date:  2020-12-17       Impact factor: 4.466

10.  A Compositional Model to Predict the Aggregated Isotope Distribution for Average DNA and RNA Oligonucleotides.

Authors:  Annelies Agten; Piotr Prostko; Melvin Geubbelmans; Youzhong Liu; Thomas De Vijlder; Dirk Valkenborg
Journal:  Metabolites       Date:  2021-06-18
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