Naslov
SFQ: Constructing and Querying a Succinct Representation of FASTQ Files

Autori
Bakarić, Robert ; Korenčić, Damir ; Hršak, Dalibor ; Ristov, Strahil

Izvornik
Electronics (2079-9292) 11 (2022), 11; 1783, 12

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
bioinformatics ; FASTQ data compression ; random access

Sažetak
A large and ever increasing quantity of high throughput sequencing (HTS) data is stored in FASTQ files. Various methods for data compression are used to mitigate the storage and transmission costs, from the still prevalent general purpose Gzip to state-of-the-art specialized methods. However, all of the existing methods for FASTQ file compression require the decompression stage before the HTS data can be used. This is particularly costly with the random access to specific records in FASTQ files. We propose the sFASTQ format, a succinct representation of FASTQ files that can be used without decompression (i.e., the records can be retrieved and listed online), and that supports random access to individual records. The sFASTQ format can be searched on the disk, which eliminates the need for any additional memory resources. The searchable sFASTQ archive is of comparable size to the corresponding Gzip file. sFASTQ format outputs (interleaved) FASTQ records to the STDOUT stream. We provide SFQ, a software for the construction and usage of the sFASTQ format that supports variable length reads, pairing of records, and both lossless and lossy compression of quality scores.

Izvorni jezik
Engleski

Znanstvena područja
Biologija, Računarstvo, Temeljne tehničke znanosti

POVEZANOST RADA