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Bioinformatics ; 33(18): 2808-2817, 2017 Sep 15.
Article in English | MEDLINE | ID: mdl-28498928

ABSTRACT

MOTIVATION: Next Generation Sequencing (NGS) platforms and, more generally, high-throughput technologies are giving rise to an exponential growth in the size of nucleotide sequence databases. Moreover, many emerging applications of nucleotide datasets-as those related to personalized medicine-require the compliance with regulations about the storage and processing of sensitive data. RESULTS: We have designed and carefully engineered E 2 FM -index, a new full-text index in minute space which was optimized for compressing and encrypting nucleotide sequence collections in FASTA format and for performing fast pattern-search queries. E 2 FM -index allows to build self-indexes which occupy till to 1/20 of the storage required by the input FASTA file, thus permitting to save about 95% of storage when indexing collections of highly similar sequences; moreover, it can exactly search the built indexes for patterns in times ranging from few milliseconds to a few hundreds milliseconds, depending on pattern length. AVAILABILITY AND IMPLEMENTATION: Source code is available at https://github.com/montecuollo/E2FM . CONTACT: ferdinando.montecuollo@unicampania.it. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Databases, Nucleic Acid , Genome, Human , High-Throughput Nucleotide Sequencing/methods , Software , Algorithms , Chromosomes, Human, Pair 11 , Genomics/methods , Humans , Sequence Analysis, DNA/methods , Sequence Analysis, RNA/methods
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