@article {49605, title = {Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays.}, volume = {30}, year = {2014}, month = {2014 May 15}, pages = {1363-9}, abstract = {

MOTIVATION: The recently released Infinium HumanMethylation450 array (the {\textquoteright}450k{\textquoteright} array) provides a high-throughput assay to quantify DNA methylation (DNAm) at \~{}450 000 loci across a range of genomic features. Although less comprehensive than high-throughput sequencing-based techniques, this product is more cost-effective and promises to be the most widely used DNAm high-throughput measurement technology over the next several years.

RESULTS: Here we describe a suite of computational tools that incorporate state-of-the-art statistical techniques for the analysis of DNAm data. The software is structured to easily adapt to future versions of the technology. We include methods for preprocessing, quality assessment and detection of differentially methylated regions from the kilobase to the megabase scale. We show how our software provides a powerful and flexible development platform for future methods. We also illustrate how our methods empower the technology to make discoveries previously thought to be possible only with sequencing-based methods.

AVAILABILITY AND IMPLEMENTATION: http://bioconductor.org/packages/release/bioc/html/minfi.html.

CONTACT: khansen@jhsph.edu; rafa@jimmy.harvard.edu

SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.

}, keywords = {Aged, algorithms, Colonic Neoplasms, DNA Methylation, Genome, High-Throughput Nucleotide Sequencing, HUMANS, Oligonucleotide Array Sequence Analysis, Polymorphism, Single Nucleotide, software}, issn = {1367-4811}, doi = {10.1093/bioinformatics/btu049}, author = {Aryee, Martin J and Jaffe, Andrew E and Corrada-Bravo, Hector and Ladd-Acosta, Christine and Feinberg, Andrew P and Hansen, Kasper D and Irizarry, Rafael A} } @article {38574, title = {Whole genome comparisons of serotype 4b and 1/2a strains of the food-borne pathogen Listeria monocytogenes reveal new insights into the core genome components of this species}, journal = {Nucleic acids researchNucleic Acids Research}, volume = {32}, year = {2004}, note = {http://www.ncbi.nlm.nih.gov/pubmed/15115801?dopt=Abstract}, type = {10.1093/nar/gkh562}, abstract = {The genomes of three strains of Listeria monocytogenes that have been associated with food-borne illness in the USA were subjected to whole genome comparative analysis. A total of 51, 97 and 69 strain-specific genes were identified in L.monocytogenes strains F2365 (serotype 4b, cheese isolate), F6854 (serotype 1/2a, frankfurter isolate) and H7858 (serotype 4b, meat isolate), respectively. Eighty-three genes were restricted to serotype 1/2a and 51 to serotype 4b strains. These strain- and serotype-specific genes probably contribute to observed differences in pathogenicity, and the ability of the organisms to survive and grow in their respective environmental niches. The serotype 1/2a-specific genes include an operon that encodes the rhamnose biosynthetic pathway that is associated with teichoic acid biosynthesis, as well as operons for five glycosyl transferases and an adenine-specific DNA methyltransferase. A total of 8603 and 105 050 high quality single nucleotide polymorphisms (SNPs) were found on the draft genome sequences of strain H7858 and strain F6854, respectively, when compared with strain F2365. Whole genome comparative analyses revealed that the L.monocytogenes genomes are essentially syntenic, with the majority of genomic differences consisting of phage insertions, transposable elements and SNPs.}, keywords = {Base Composition, Chromosomes, Bacterial, DNA Transposable Elements, Food Microbiology, Genes, Bacterial, Genome, Bacterial, Genomics, Listeria monocytogenes, Meat, Open Reading Frames, Physical Chromosome Mapping, Polymorphism, Single Nucleotide, Prophages, Serotyping, Species Specificity, Synteny, virulence}, author = {Nelson, Karen E. and Fouts, Derrick E. and Mongodin, Emmanuel F. and Ravel, Jacques and DeBoy, Robert T. and Kolonay, James F. and Rasko, David A. and Angiuoli, Samuel V. and Gill, Steven R. and Paulsen, Ian T. and Peterson, Jeremy and White, Owen and Nelson, William C. and Nierman, William and Beanan, Maureen J. and Brinkac, Lauren M. and Daugherty, Sean C. and Dodson, Robert J. and Durkin, A. Scott and Madupu, Ramana and Haft, Daniel H. and J. Selengut and Van Aken, Susan and Khouri, Hoda and Fedorova, Nadia and Forberger, Heather and Tran, Bao and Kathariou, Sophia and Wonderling, Laura D. and Uhlich, Gaylen A. and Bayles, Darrell O. and Luchansky, John B. and Fraser, Claire M.} }