Scientists at Biogen, Inc. developed Quickomics, a feature-rich R Shiny-powered tool to enable biologists to fully explore complex omics statistical analysis results and perform advanced analysis in an easy-to-use interactive interface. It covers a broad range of secondary and tertiary ...
Read More »WIlsON: Web-based Interactive Omics VisualizatioN
High throughput (HT) screens in the omics field are typically analyzed by automated pipelines that generate static visualizations and comprehensive spreadsheet data for scientists. However, exploratory and hypothesis driven data analysis are key aspects for the understanding of biological systems, ...
Read More »iSEE – an interactive Shiny-based graphical user interface for exploring data stored in SummarizedExperiment objects
Data exploration is critical to the comprehension of large biological datasets obtained by high-throughput assays such as sequencing. Interactive exploration fosters the generation of novel data-driven hypotheses...
Read More »Utilizing RNA-Seq data to improve proteomics
Shotgun proteomics utilizes a database search strategy to compare detected mass spectra to a library of theoretical spectra derived from reference genome information. As such, the robustness of proteomics results is contingent upon the completeness and accuracy of the gene ...
Read More »Alternative transcriptome assembly tools improve proteomics informed by transcriptomics (PIT) workflow
RNA sequencing is a powerful method to build reference transcriptome assemblies and eventually sample-specific protein databases for mass spectrometry-based analyses. This novel proteomics informed by transcriptomics (PIT) workflow improves sample-specific proteome characterization of dynamic- and especially non-model organism proteomes, and ...
Read More »Generating Sample-Specific Databases for Mass Spectrometry-Based Proteomic Analysis by Using RNA Sequencing
Mass spectrometry-based methods allow for the direct, comprehensive analysis of expressed proteins and their quantification among different conditions. However, in general identification of proteins by assigning experimental mass spectra to peptide sequences of proteins relies on matching mass spectra to ...
Read More »Proteomics Informed by Transcriptomics
With the recent advent of RNA-seq technology the proteomics community has begun to generate sample-specific protein databases for peptide and protein identification, an approach we call proteomics informed by transcriptomics (PIT). This approach has gained a lot of interest, particularly ...
Read More »PGTools – a software suite for proteogenomics data analysis and visualization
Researchers from the Queensland Centre for Medical Genomics have developed PGTools, an open source software suite for analysis and visualization of proteogenomic data. PGTools is comprised of applications, libraries, customized databases and visualization tools for analysis of mass-spectrometry data using ...
Read More »Leveraging the complementary nature of RNA-Seq and shotgun proteomics data
RNA sequencing (RNA-Seq) and mass spectrometry-based shotgun proteomics are powerful high-throughput technologies for identifying and quantifying RNA transcripts and proteins respectively. With the increasing affordability of these technologies, many projects have started to apply both to the same samples to ...
Read More »Using galaxy-P to leverage RNA-Seq for the discovery of novel protein variations
Current practice in mass spectrometry (MS)-based proteomics is to identify peptides by comparison of experimental mass spectra with theoretical mass spectra derived from a reference protein database; however, this strategy necessarily fails to detect peptide and protein sequences that are ...
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