Numerous pathway analysis tools are available (for example, MsigDB, GeneGO and Reactome), and as the underlying information grows, hypotheses concerning function and mechanisms can be better developed.
This file format is the current standard alignment format, and numerous downstream analysis tools have been written to use it for easy parsing and counting of reads to individual transcripts.
QuasR unites the preprocessing and alignment of raw sequence reads with the numerous downstream analysis tools available in Bioconductor and for the R environment, and enables well integrated, single-script workflows that document all steps of an analysis and their parameters in a format that is simple to share and reproduce.
Numerous such analysis tools have been implemented on the GC/Q-Orbitrap instrument, including alternative ionization types (positive or negative chemical ionization with any reagent gas, e.g., methane, acetonitrile (ACN), isobutane, acetone, etc)., targeted-MS/MS (and targeted-SIM), and advanced data-dependent MS/MS capabilities.
To our knowledge, AlgaePath is the most comprehensive resource for integrating numerous databases and analysis tools in algae.
It integrates numerous industry-standard discovery analysis tools, with interactive visualizations to generate publication-ready images.
iDASH provides numerous NLP and image analysis tools, and manages the documents using MIDAS (http://midasplatform.org/), an open-source solution.
To help users obtain more appropriate results (i.e. candidate genes), we propose a tool, GRACOMICS that compares numerous analysis results visually in a more systematic way; this enables the users to easily interpret the results more comfortably.
Predictive analysis tools and signal-to-noise detection.
Numerous projects, such as Biolinux [16, 17], attempt to solve some of these problems by allowing cloud users to clone and use fully-packaged virtual machines containing scientific data analysis tools.
