TITLE:
Fuzzy splicing in precursor-mRNA sequences: prediction of aberrant splice-junctions in viral DNA context
AUTHORS:
Perambur S. Neelakanta, Sharmistha Chatterjee, Mirjana Pavlovic, Abijit Pandya, Dolores de Groff
KEYWORDS:
DNA; Exon/intron; Aberrant/Cryptic Splice–Junction; MRNA Sequence; Fuzzy Subspace; Spatial SNR
JOURNAL NAME:
Journal of Biomedical Science and Engineering,
Vol.4 No.4,
April
22,
2011
ABSTRACT: RNA splicing normally generates stable splice- junction sequences in viruses that are important in the context of virus mimicry. Potential variability in envelop proteins may occur with point-mutations inducing cryptic splice-junctions, which would remain unrecognized by T-memory cells of higher organisms in vaccine trials. Such aberrant splice- junctions result from evolution-specific non-conser- vation of actual splice-junction sites due to mutations; as such, locations of splice-junctions in a test DNA sequence could only be imprecisely specified. Such impreciseness of splice-junction locations (or cryptic sites) in a sequence is evaluated in this study via “noisy” attributes (with associated stochastics) to the mutated subspace; and, relevant fuzzy considerations are invoked with membership attributes expressed in terms of a spatial signal-to-noise ratio (SSNR). That is, SSNR adopted as a membership function expresses the belongingness of a site-region to exon/intron subspaces. An illustrative example with actual (Dengue 1 viral) DNA data is furnished demonstrating the pursuit developed in predicting aberrant splice-junctions at cryptic sites in the test sequence.