Результаты исследований: Научные публикации в периодических изданиях › статья › Рецензирование
CloudSPAdes : Assembly of synthetic long reads using de Bruijn graphs. / Tolstoganov, Ivan; Bankevich, Anton; Chen, Zhoutao; Pevzner, Pavel A.
в: Bioinformatics, Том 35, № 14, btz349, 15.07.2019, стр. i61-i70.Результаты исследований: Научные публикации в периодических изданиях › статья › Рецензирование
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TY - JOUR
T1 - CloudSPAdes
T2 - Assembly of synthetic long reads using de Bruijn graphs
AU - Tolstoganov, Ivan
AU - Bankevich, Anton
AU - Chen, Zhoutao
AU - Pevzner, Pavel A.
PY - 2019/7/15
Y1 - 2019/7/15
N2 - Motivation: The recently developed barcoding-based synthetic long read (SLR) technologies have already found many applications in genome assembly and analysis. However, although some new barcoding protocols are emerging and the range of SLR applications is being expanded, the existing SLR assemblers are optimized for a narrow range of parameters and are not easily extendable to new barcoding technologies and new applications such as metagenomics or hybrid assembly. Results: We describe the algorithmic challenge of the SLR assembly and present a cloudSPAdes algorithm for SLR assembly that is based on analyzing the de Bruijn graph of SLRs. We benchmarked cloudSPAdes across various barcoding technologies/applications and demonstrated that it improves on the state-of-the-art SLR assemblers in accuracy and speed.
AB - Motivation: The recently developed barcoding-based synthetic long read (SLR) technologies have already found many applications in genome assembly and analysis. However, although some new barcoding protocols are emerging and the range of SLR applications is being expanded, the existing SLR assemblers are optimized for a narrow range of parameters and are not easily extendable to new barcoding technologies and new applications such as metagenomics or hybrid assembly. Results: We describe the algorithmic challenge of the SLR assembly and present a cloudSPAdes algorithm for SLR assembly that is based on analyzing the de Bruijn graph of SLRs. We benchmarked cloudSPAdes across various barcoding technologies/applications and demonstrated that it improves on the state-of-the-art SLR assemblers in accuracy and speed.
KW - conference paper
KW - velocity
KW - algorithm
KW - Article
KW - bioinformatics
KW - ACCURATE
KW - DNA EXTRACTION
KW - GENOME
UR - http://www.scopus.com/inward/record.url?scp=85068914178&partnerID=8YFLogxK
U2 - 10.1093/bioinformatics/btz349
DO - 10.1093/bioinformatics/btz349
M3 - Article
C2 - 31510642
AN - SCOPUS:85068914178
VL - 35
SP - i61-i70
JO - Bioinformatics
JF - Bioinformatics
SN - 1367-4803
IS - 14
M1 - btz349
ER -
ID: 49523355