Literature DB >> 25209047

RPPanalyzer toolbox: an improved R package for analysis of reverse phase protein array data.

Silvia von der Heyde1, Johanna Sonntag2, Daniel Kaschek3, Christian Bender4, Johannes Bues2, Astrid Wachter1, Jens Timmer5, Ulrike Korf2, Tim Beißbarth1.   

Abstract

Analysis of large-scale proteomic data sets requires specialized software tools, tailored toward the requirements of individual approaches. Here we introduce an extension of an open-source software solution for analyzing reverse phase protein array (RPPA) data. The R package RPPanalyzer was designed for data preprocessing followed by basic statistical analyses and proteomic data visualization. In this update, we merged relevant data preprocessing steps into a single user-friendly function and included a new method for background noise correction as well as new methods for noise estimation and averaging of replicates to transform data in such a way that they can be used as input for a new time course plotting function. We demonstrate the robustness of our enhanced RPPanalyzer platform by analyzing longitudinal RPPA data of MET receptor signaling upon stimulation with different hepatocyte growth factor concentrations.

Keywords:  RPPA; RPPanalyzer; data analysis toolbox; open-source software; proteomics

Mesh:

Year:  2014        PMID: 25209047     DOI: 10.2144/000114205

Source DB:  PubMed          Journal:  Biotechniques        ISSN: 0736-6205            Impact factor:   1.993


  13 in total

Review 1.  Reverse phase protein arrays: mapping the path towards personalized medicine.

Authors:  Rosa I Gallagher; Virginia Espina
Journal:  Mol Diagn Ther       Date:  2014-12       Impact factor: 4.074

Review 2.  Analysis of Reverse Phase Protein Array Data: From Experimental Design towards Targeted Biomarker Discovery.

Authors:  Astrid Wachter; Stephan Bernhardt; Tim Beissbarth; Ulrike Korf
Journal:  Microarrays (Basel)       Date:  2015-11-03

Review 3.  Reverse Phase Protein Arrays-Quantitative Assessment of Multiple Biomarkers in Biopsies for Clinical Use.

Authors:  Stefanie Boellner; Karl-Friedrich Becker
Journal:  Microarrays (Basel)       Date:  2015-03-24

4.  Mathematical model of early Reelin-induced Src family kinase-mediated signaling.

Authors:  Helge Hass; Friederike Kipkeew; Aziz Gauhar; Elisabeth Bouché; Petra May; Jens Timmer; Hans H Bock
Journal:  PLoS One       Date:  2017-10-19       Impact factor: 3.240

5.  Less means more: The magnitude of synaptic plasticity along the hippocampal dorso-ventral axis is inversely related to the expression levels of plasticity-related neurotransmitter receptors.

Authors:  Valentyna Dubovyk; Denise Manahan-Vaughan
Journal:  Hippocampus       Date:  2017-12-11       Impact factor: 3.899

6.  TGFβ-induced cytoskeletal remodeling mediates elevation of cell stiffness and invasiveness in NSCLC.

Authors:  E Gladilin; S Ohse; M Boerries; H Busch; C Xu; M Schneider; M Meister; R Eils
Journal:  Sci Rep       Date:  2019-05-21       Impact factor: 4.379

7.  Gradient of Expression of Dopamine D2 Receptors Along the Dorso-Ventral Axis of the Hippocampus.

Authors:  Valentyna Dubovyk; Denise Manahan-Vaughan
Journal:  Front Synaptic Neurosci       Date:  2019-10-15

8.  Integrative analysis of multi-platform reverse-phase protein array data for the pharmacodynamic assessment of response to targeted therapies.

Authors:  Adam Byron; Stephan Bernhardt; Bérèngere Ouine; Aurélie Cartier; Kenneth G Macleod; Neil O Carragher; Vonick Sibut; Ulrike Korf; Bryan Serrels; Leanne de Koning
Journal:  Sci Rep       Date:  2020-12-15       Impact factor: 4.379

9.  Expression ratio of the TGFβ-inducible gene MYO10 is prognostic for overall survival of squamous cell lung cancer patients and predicts chemotherapy response.

Authors:  D Dvornikov; M A Schneider; S Ohse; M Szczygieł; I Titkova; M Rosenblatt; T Muley; A Warth; F J Herth; H Dienemann; M Thomas; J Timmer; M Schilling; H Busch; M Boerries; M Meister; U Klingmüller
Journal:  Sci Rep       Date:  2018-06-22       Impact factor: 4.379

10.  Conditional deletion of Nedd4-2 in lung epithelial cells causes progressive pulmonary fibrosis in adult mice.

Authors:  Julia Duerr; Dominik H W Leitz; Magdalena Szczygiel; Dmytro Dvornikov; Simon G Fraumann; Clemens Kreutz; Piotr K Zadora; Ayça Seyhan Agircan; Philip Konietzke; Theresa A Engelmann; Jan Hegermann; Surafel Mulugeta; Hiroshi Kawabe; Lars Knudsen; Matthias Ochs; Daniela Rotin; Thomas Muley; Michael Kreuter; Felix J F Herth; Mark O Wielpütz; Michael F Beers; Ursula Klingmüller; Marcus A Mall
Journal:  Nat Commun       Date:  2020-04-24       Impact factor: 14.919

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