Title :
Automated selection of differentially methylated regions in microarray data
Author :
Antoniou, Panagiotis ; Michalakopoulos, Spiros ; Papageorgiou, Elisavet A. ; Patsalis, Philippos C. ; Sismani, Carolina
Author_Institution :
Dept. of Cytogenetics & Genomics, Cyprus Inst. of Neurology & Genetics, Nicosia, Cyprus
Abstract :
Differentially methylated regions (DMRs) are segments or islands of consecutive sequence positions, showing methylation enrichment or depletion compared to each other in different samples or tissues. The identification of DMRs is a crucial first step in the discovery of biomarkers for noninvasive prenatal diagnosis of aneuploidies such as Trisomy 21. In this paper we describe an algorithm to automatically identify the manifestation of DMRs on arrays. Our approach, methylation status mask AND (MS-AND), influenced by the SHIFT-AND methodology, uses bit operations and masking and can be applied to any microarray dataset in General Feature Format (GFF). We show the effectiveness and utilization of our algorithm using data from Methylated DNA Immunoprecipitation arrays for the identification of DMRs in chromosomes 13, 18 and 21. The algorithm runs on Linux and on Windows systems and an implementation is available at sourceforge (http://sourceforge.net/projects/ms-and).
Keywords :
DNA; biology computing; cellular biophysics; data analysis; genetics; lab-on-a-chip; medical disorders; DMR; GFF; Linux; MS-AND; SHIFT-AND methodology; Trisomy 21; Windows systems; aneuploidies; biomarkers; bit operations; chromosome 13; chromosome 18; chromosome 21; differentially methylated region selection; general feature format; masking; methylated DNA immunoprecipitation arrays; methylation depletion; methylation enrichment; methylation status mask AND; microarray data; microarray dataset; noninvasive prenatal diagnosis; sourceforge; tissues; Arrays; Bioinformatics; Biological cells; Blood; DNA; Genomics; Probes;
Conference_Titel :
Bioinformatics and Bioengineering (BIBE), 2013 IEEE 13th International Conference on
Conference_Location :
Chania
DOI :
10.1109/BIBE.2013.6701643