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Bioinformatics

The Bioinformatics department works closely with the staff in all PFGRC programs including DNA microarray and gene expression, the Invitrogen Gateway® Clone Resource, Comparative Genomics, and Proteomics. Their directive is to provide software, technical support and analysis expertise to advance the production and scientific objectives of the PFGRC and the pathogen research community. Several software tools have been released to the community under open-source licenses, including the TM4 microarray software suite and the LEM (Linear Expression Maps) and NonpaR (Nonparametric Statistical Tests) modules. The implementation of a microarray annotation pipeline and internal tool "Sanim" streamlined the process of creating current annotation files for every PFGRC microarray design. EASE filesystems for these microarrays supplement the annotation files, providing GO terms, cellular roles and PFAMs, and facilitate the analysis of functional roles. A number of comparative analysis tools have been developed to facilitate Comparative Genomics research including the development of a set of filtering tools designed to identify and distinguish valid and spurious SNP calls when using Affymetrix GeneChips for the purpose of resequencing, and data normalization and classification tools for CGH experiments.

The table below summarizes and links to bioinformatics resources provided by the PFGRC.

Project Description

Reagents and Resources

Collaborators

*New* Katsura: KEGG Pathway Coverage and Expression Analysis

Katsura: KEGG Pathway Coverage and Expression Analysis

Tutorial and Guide to Microarray Data Analysis: Image Analysis, Normalization and Data Mining

Microarray Data Analysis Tutorial

Magnolia: Microarray Data Management and Export System for PFGRC Microarrays

Magnolia Application and Source Code

Ginkgo: CGH and Expression Microarray Statistical Analysis and Normalization Platform

Ginkgo Application and Source Code

APEX Quantitative Proteomics Tool

APEX-QPT Application and Source Code

Christine Vogel & Edward M. Marcotte, Center for Systems and Synthetic Biology, Institute for Cellular and Molecular Biology, University of Texas at Austin

TM4: Comprehensive Microarray Software Suite for Data Management and Analysis

TM4 Suite, including the MADAM, Spotfinder, MIDAS and MeV Applications, Sample Datasets and Source Code

John Quackenbush and the Computational Biology and Functional Genomics Lab, Dana Farber Cancer Institute

LEM (Linear Expression Maps): Visualizing Gene Expression on a Chromosomal Coordinate Map

LEM Module, implemented in the MeV Application (TM4 Suite) and Source Code

NonpaR: Four Nonparametric Statistical Tests for Common Microarray Experimental Designs

NonpaR Module, implemented in the MeV Application (TM4 Suite) and Source Code

Microarray Annotation Pipeline

Annotation Files for PFGRC Microarrays

EASE: Resources for Biological Role Analysis of Gene Lists

EASE Filesystems for PFGRC Microarrays (including CMR cellular roles, GO terms and PFAM annotations)

Genotyping and SNP detection of Streptococcus pneumoniae isolates by resequencing arrays

S. pneumoniae comparative analysis tool

Catherine McEllistrem, The University of Pittsburg

Whole Genome Resequencing and Single Nucleotide Polymorphism Genotyping of 40 Franciscella tularensis Strains

F. tularensis comparative analysis tool, Bioinformatic SNP filter scripts

Jeannine Peterson, Martin Schriefer,
and Charles Ben Beard, Bacterial Disease Branch, CDC, Fort Collins, CO, Mark Walcott, US Army Medical Research
Institute of Infectious Disease (USAMRIID)

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