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CUSHAW : a CUDA compatible short read aligner to large genomes based on the Burrows-Wheeler transform.

หน่วยงาน Nanyang Technological University, Singapore

รายละเอียด

ชื่อเรื่อง : CUSHAW : a CUDA compatible short read aligner to large genomes based on the Burrows-Wheeler transform.
นักวิจัย : Liu, Yongchao. , Schmidt, Bertil. , Maskell, Douglas Leslie.
คำค้น : DRNTU::Engineering::Computer science and engineering.
หน่วยงาน : Nanyang Technological University, Singapore
ผู้ร่วมงาน : -
ปีพิมพ์ : 2555
อ้างอิง : Liu, Y., Schmidt, B., & Maskell, D. L. (2012). CUSHAW: a CUDA compatible short read aligner to large genomes based on the Burrows-Wheeler transform. Bioinformatics, 28(14), 1830-1837. , 1460-2059 , http://hdl.handle.net/10220/10773 , http://dx.doi.org/10.1093/bioinformatics/bts276
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : Bioinformatics
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

Motivation: New high-throughput sequencing technologies have promoted the production of short reads with dramatically low unit cost. The explosive growth of short read datasets poses a challenge to the mapping of short reads to reference genomes, such as the human genome, in terms of alignment quality and execution speed. Results: We present CUSHAW, a parallelized short read aligner based on the compute unified device architecture (CUDA) parallel programming model. We exploit CUDA-compatible graphics hardware as accelerators to achieve fast speed. Our algorithm uses a quality-aware bounded search approach based on the Burrows–Wheeler transform (BWT) and the Ferragina–Manzini index to reduce the search space and achieve high alignment quality. Performance evaluation, using simulated as well as real short read datasets, reveals that our algorithm running on one or two graphics processing units achieves significant speedups in terms of execution time, while yielding comparable or even better alignment quality for paired-end alignments compared with three popular BWT-based aligners: Bowtie, BWA and SOAP2. CUSHAW also delivers competitive performance in terms of single-nucleotide polymorphism calling for an Escherichia coli test dataset.

บรรณานุกรม :
Liu, Yongchao. , Schmidt, Bertil. , Maskell, Douglas Leslie. . (2555). CUSHAW : a CUDA compatible short read aligner to large genomes based on the Burrows-Wheeler transform..
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Liu, Yongchao. , Schmidt, Bertil. , Maskell, Douglas Leslie. . 2555. "CUSHAW : a CUDA compatible short read aligner to large genomes based on the Burrows-Wheeler transform.".
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Liu, Yongchao. , Schmidt, Bertil. , Maskell, Douglas Leslie. . "CUSHAW : a CUDA compatible short read aligner to large genomes based on the Burrows-Wheeler transform.."
    กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2555. Print.
Liu, Yongchao. , Schmidt, Bertil. , Maskell, Douglas Leslie. . CUSHAW : a CUDA compatible short read aligner to large genomes based on the Burrows-Wheeler transform.. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2555.