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Pregled bibliografske jedinice broj: 818495

Evaluation of hybrid and non-hybrid methods for de novo assembly of nanopore reads


Sović, Ivan; Križanović, Krešimir; Skala, Karolj; Šikić, Mile
Evaluation of hybrid and non-hybrid methods for de novo assembly of nanopore reads // Bioinformatics, 32 (2016), 17; 2582-2589 doi:10.1093/bioinformatics/btw237 (međunarodna recenzija, članak, znanstveni)


Naslov
Evaluation of hybrid and non-hybrid methods for de novo assembly of nanopore reads

Autori
Sović, Ivan ; Križanović, Krešimir ; Skala, Karolj ; Šikić, Mile

Izvornik
Bioinformatics (1367-4803) 32 (2016), 17; 2582-2589

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

Ključne riječi
nanopore ; sequencing ; de novo

Sažetak
Motivation: Recent emergence of nanopore sequencing technology set a challenge for established assembly methods. In this work we assessed how existing hybrid and non-hybrid de novo assembly methods perform on long and error prone nanopore reads. Results: We benchmarked five non-hybrid (in terms of both error correction and scaffolding) assembly pipelines as well as two hybrid assemblers which use third generation sequencing data to scaffold Illumina assemblies. Tests were performed on several publicly available MinION and Illumina datasets of E. coli K-12, using several sequencing coverages of nanopore data (20x, 30x, 40x and 50x). We attempted to assess the assembly quality at each of these coverages, in order to estimate the requirements for closed bacterial genome assembly. For the purpose of the benchmark, an extensible genome assembly benchmarking framework was developed. Results show that hybrid methods are highly dependent on the quality of NGS data, but much less on the quality and coverage of nanopore data and perform relatively well on lower nanopore coverages. All non-hybrid methods correctly assemble the E. coli genome when coverage is above 40x, even the non-hybrid method tailored for Pacific Biosciences reads. While it requires higher coverage compared to a method designed particularly for nanopore reads, its running time is significantly lower. Availability: https://github.com/kkrizanovic/NanoMark

Izvorni jezik
Engleski

Znanstvena područja
Biologija, Računarstvo



POVEZANOST RADA


Ustanove
Fakultet elektrotehnike i računarstva, Zagreb,
Institut "Ruđer Bošković", Zagreb

Profili:

Avatar Url Krešimir Križanović (autor)

Avatar Url Karolj Skala (autor)

Avatar Url Mile Šikić (autor)

Avatar Url Ivan Sović (autor)

Citiraj ovu publikaciju

Sović, Ivan; Križanović, Krešimir; Skala, Karolj; Šikić, Mile
Evaluation of hybrid and non-hybrid methods for de novo assembly of nanopore reads // Bioinformatics, 32 (2016), 17; 2582-2589 doi:10.1093/bioinformatics/btw237 (međunarodna recenzija, članak, znanstveni)
Sović, I., Križanović, K., Skala, K. & Šikić, M. (2016) Evaluation of hybrid and non-hybrid methods for de novo assembly of nanopore reads. Bioinformatics, 32 (17), 2582-2589 doi:10.1093/bioinformatics/btw237.
@article{article, year = {2016}, pages = {2582-2589}, DOI = {10.1093/bioinformatics/btw237}, keywords = {nanopore, sequencing, de novo}, journal = {Bioinformatics}, doi = {10.1093/bioinformatics/btw237}, volume = {32}, number = {17}, issn = {1367-4803}, title = {Evaluation of hybrid and non-hybrid methods for de novo assembly of nanopore reads}, keyword = {nanopore, sequencing, de novo} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus
  • MEDLINE


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