Literature DB >> 22351289

An efficient method to calculate the aggregated isotopic distribution and exact center-masses.

Jürgen Claesen1, Piotr Dittwald, Tomasz Burzykowski, Dirk Valkenborg.   

Abstract

In this article, we present a computation- and memory-efficient method to calculate the probabilities of occurrence and exact center-masses of the aggregated isotopic distribution of a molecule. The method uses fundamental mathematical properties of polynomials given by the Newton-Girard theorem and Viete's formulae. The calculation is based on the atomic composition of the molecule and the natural abundances of the elemental isotopes in normal terrestrial matter. To evaluate the performance of the proposed method, which we named BRAIN, we compare it with the results obtained from five existing software packages (IsoPro, Mercury, Emass, NeutronCluster, and IsoDalton) for 10 biomolecules. Additionally, we compare the computed mass centers with the results obtained by calculating, and subsequently aggregating, the fine isotopic distribution for two of the exemplary biomolecules. The algorithm will be made available as a Bioconductor package in R, and is also available upon request.

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Year:  2012        PMID: 22351289     DOI: 10.1007/s13361-011-0326-2

Source DB:  PubMed          Journal:  J Am Soc Mass Spectrom        ISSN: 1044-0305            Impact factor:   3.109


  15 in total

1.  Modeling peptide mass fingerprinting data using the atomic composition of peptides.

Authors:  S Gay; P A Binz; D F Hochstrasser; R D Appel
Journal:  Electrophoresis       Date:  1999-12       Impact factor: 3.535

2.  Isotopic compositions and accurate masses of single isotopic peaks.

Authors:  Alan L Rockwood; Jordan R Van Orman; David V Dearden
Journal:  J Am Soc Mass Spectrom       Date:  2004-01       Impact factor: 3.109

3.  Reduction of chemical formulas from the isotopic peak distributions of high-resolution mass spectra.

Authors:  Stilianos G Roussis; Richard Proulx
Journal:  Anal Chem       Date:  2003-03-15       Impact factor: 6.986

4.  Efficient calculation of accurate masses of isotopic peaks.

Authors:  Alan L Rockwood; Perttu Haimi
Journal:  J Am Soc Mass Spectrom       Date:  2006-02-03       Impact factor: 3.109

5.  Using a Poisson approximation to predict the isotopic distribution of sulphur-containing peptides in a peptide-centric proteomic approach.

Authors:  Dirk Valkenborg; Pryseley Assam; Grégoire Thomas; Luc Krols; Koen Kas; Tomasz Burzykowski
Journal:  Rapid Commun Mass Spectrom       Date:  2007       Impact factor: 2.419

6.  A model-based method for the prediction of the isotopic distribution of peptides.

Authors:  Dirk Valkenborg; Ivy Jansen; Tomasz Burzykowski
Journal:  J Am Soc Mass Spectrom       Date:  2008-01-31       Impact factor: 3.109

7.  Determination of monoisotopic masses and ion populations for large biomolecules from resolved isotopic distributions.

Authors:  M W Senko; S C Beu; F W McLaffertycor
Journal:  J Am Soc Mass Spectrom       Date:  1995-04       Impact factor: 3.109

8.  A hierarchical algorithm for calculating the isotopic fine structures of molecules.

Authors:  Long Li; Joshua A Kresh; N Murat Karabacak; Jennifer S Cobb; Jeffrey N Agar; Pengyu Hong
Journal:  J Am Soc Mass Spectrom       Date:  2008-08-15       Impact factor: 3.109

Review 9.  The isotopic distribution conundrum.

Authors:  Dirk Valkenborg; Inge Mertens; Filip Lemière; Erwin Witters; Tomasz Burzykowski
Journal:  Mass Spectrom Rev       Date:  2011-05-16       Impact factor: 10.946

10.  Bioconductor: open software development for computational biology and bioinformatics.

Authors:  Robert C Gentleman; Vincent J Carey; Douglas M Bates; Ben Bolstad; Marcel Dettling; Sandrine Dudoit; Byron Ellis; Laurent Gautier; Yongchao Ge; Jeff Gentry; Kurt Hornik; Torsten Hothorn; Wolfgang Huber; Stefano Iacus; Rafael Irizarry; Friedrich Leisch; Cheng Li; Martin Maechler; Anthony J Rossini; Gunther Sawitzki; Colin Smith; Gordon Smyth; Luke Tierney; Jean Y H Yang; Jianhua Zhang
Journal:  Genome Biol       Date:  2004-09-15       Impact factor: 13.583

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  15 in total

1.  Comment on: "An efficient method to calculate the aggregated isotopic distribution and exact center-masses" by Jürgen Claesen, Piotr Dittwald, Tomasz Burzykowski, Dirk Valkenborg, J. Am. Soc. Mass Spectrom. 2012, 23, 753-763.

Authors:  Sebastian Böcker
Journal:  J Am Soc Mass Spectrom       Date:  2012-06-07       Impact factor: 3.109

2.  Poisson Model To Generate Isotope Distribution for Biomolecules.

Authors:  Rovshan G Sadygov
Journal:  J Proteome Res       Date:  2017-12-19       Impact factor: 4.466

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.  Addressing the current bottlenecks of metabolomics: Isotopic Ratio Outlier Analysis™, an isotopic-labeling technique for accurate biochemical profiling.

Authors:  Felice A de Jong; Chris Beecher
Journal:  Bioanalysis       Date:  2012-09       Impact factor: 2.681

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.  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

7.  Using Heavy Mass Isotopomers for Protein Turnover in Heavy Water Metabolic Labeling.

Authors:  Rovshan G Sadygov
Journal:  J Proteome Res       Date:  2021-03-04       Impact factor: 4.466

8.  Partial Isotope Profiles Are Sufficient for Protein Turnover Analysis Using Closed-Form Equations of Mass Isotopomer Dynamics.

Authors:  Rovshan G Sadygov
Journal:  Anal Chem       Date:  2020-10-21       Impact factor: 6.986

9.  Computational mass spectrometry for small molecules.

Authors:  Kerstin Scheubert; Franziska Hufsky; Sebastian Böcker
Journal:  J Cheminform       Date:  2013-03-01       Impact factor: 5.514

10.  On the Fine Isotopic Distribution and Limits to Resolution in Mass Spectrometry.

Authors:  Piotr Dittwald; Dirk Valkenborg; Jürgen Claesen; Alan L Rockwood; Anna Gambin
Journal:  J Am Soc Mass Spectrom       Date:  2015-08-12       Impact factor: 3.109

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