New approaches for metagenome assembly with short reads

被引:119
作者
Ayling, Martin [1 ]
Clark, Matthew D. [2 ]
Leggett, Richard M. [1 ]
机构
[1] Earlham Inst, Norwich Res Pk, Norwich, Norfolk, England
[2] Nat Hist Museum, Life Sci, London, England
基金
英国生物技术与生命科学研究理事会;
关键词
Metagenomics; assembly; algorithms; sequencing; DE-NOVO ASSEMBLER; SINGLE-CELL; GENOME; CONTIGS; DIVERSITY; COVERAGE; VIRUSES;
D O I
10.1093/bib/bbz020
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
In recent years, the use of longer range read data combined with advances in assembly algorithms has stimulated big improvements in the contiguity and quality of genome assemblies. However, these advances have not directly transferred to metagenomic data sets, as assumptions made by the single genome assembly algorithms do not apply when assembling multiple genomes at varying levels of abundance. The development of dedicated assemblers for metagenomic data was a relatively late innovation and for many years, researchers had to make do using tools designed for single genomes. This has changed in the last few years and we have seen the emergence of a new type of tool built using different principles. In this review, we describe the challenges inherent in metagenomic assemblies and compare the different approaches taken by these novel assembly tools.
引用
收藏
页码:584 / 594
页数:11
相关论文
共 81 条
[21]   Identification of Optimum Sequencing Depth Especially for De Novo Genome Assembly of Small Genomes Using Next Generation Sequencing Data [J].
Desai, Aarti ;
Marwah, Veer Singh ;
Yadav, Akshay ;
Jha, Vineet ;
Dhaygude, Kishor ;
Bangar, Ujwala ;
Kulkarni, Vivek ;
Jere, Abhay .
PLOS ONE, 2013, 8 (04)
[22]   The human gut and groundwater harbor non-photosynthetic bacteria belonging to a new candidate phylum sibling to Cyanobacteria [J].
Di Rienzi, Sara C. ;
Sharon, Itai ;
Wrighton, Kelly C. ;
Koren, Omry ;
Hug, Laura A. ;
Thomas, Brian C. ;
Goodrich, Julia K. ;
Bell, Jordana T. ;
Spector, Timothy D. ;
Banfield, Jillian F. ;
Ley, Ruth E. .
ELIFE, 2013, 2
[23]   VirGenA: a reference-based assembler for variable viral genomes [J].
Fedonin, Gennady G. ;
Fantin, Yury S. ;
Favorov, Alexnader V. ;
Shipulin, German A. ;
Neverov, Alexey D. .
BRIEFINGS IN BIOINFORMATICS, 2019, 20 (01) :15-25
[24]   Improved metagenome assemblies and taxonomic binning using long-read circular consensus sequence data [J].
Frank, J. A. ;
Pan, Y. ;
Tooming-Klunderud, A. ;
Eijsink, V. G. H. ;
McHardy, A. C. ;
Nederbragt, A. J. ;
Pope, P. B. .
SCIENTIFIC REPORTS, 2016, 6
[25]   Snowball: strain aware gene assembly of metagenomes [J].
Gregor, I. ;
Schoenhuth, A. ;
McHardy, A. C. .
BIOINFORMATICS, 2016, 32 (17) :649-657
[26]   Reconstruction of Bacterial and Viral Genomes from Multiple Metagenomes [J].
Gupta, Ankit ;
Kumar, Sanjiv ;
Prasoodanan, Vishnu P. K. ;
Harish, K. ;
Sharma, Ashok K. ;
Sharma, Vineet K. .
FRONTIERS IN MICROBIOLOGY, 2016, 7
[27]   Omega: an Overlap-graph de novo Assembler for Metagenomics [J].
Haider, Bahlul ;
Ahn, Tae-Hyuk ;
Bushnell, Brian ;
Chai, Juanjuan ;
Copeland, Alex ;
Pan, Chongle .
BIOINFORMATICS, 2014, 30 (19) :2717-2722
[28]   Tackling soil diversity with the assembly of large, complex metagenomes [J].
Howe, Adina Chuang ;
Jansson, Janet K. ;
Malfatti, Stephanie A. ;
Tringe, Susannah G. ;
Tiedje, James M. ;
Brown, C. Titus .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (13) :4904-4909
[29]   IVA: accurate de novo assembly of RNA virus genomes [J].
Hunt, Martin ;
Gall, Astrid ;
Ong, Swee Hoe ;
Brener, Jacqui ;
Ferns, Bridget ;
Goulder, Philip ;
Nastouli, Eleni ;
Keane, Jacqueline A. ;
Kellam, Paul ;
Otto, Thomas D. .
BIOINFORMATICS, 2015, 31 (14) :2374-2376
[30]  
Huttenhower C., 2012, NATURE, V486, P875, DOI [DOI 10.1038/nature11234, DOI 10.1038/NATURE11234]