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Efficient de novo assembly of single-cell bacterial genomes from short-read data sets.
- Source :
-
Nature biotechnology [Nat Biotechnol] 2011 Sep 18; Vol. 29 (10), pp. 915-21. Date of Electronic Publication: 2011 Sep 18. - Publication Year :
- 2011
-
Abstract
- Whole genome amplification by the multiple displacement amplification (MDA) method allows sequencing of DNA from single cells of bacteria that cannot be cultured. Assembling a genome is challenging, however, because MDA generates highly nonuniform coverage of the genome. Here we describe an algorithm tailored for short-read data from single cells that improves assembly through the use of a progressively increasing coverage cutoff. Assembly of reads from single Escherichia coli and Staphylococcus aureus cells captures >91% of genes within contigs, approaching the 95% captured from an assembly based on many E. coli cells. We apply this method to assemble a genome from a single cell of an uncultivated SAR324 clade of Deltaproteobacteria, a cosmopolitan bacterial lineage in the global ocean. Metabolic reconstruction suggests that SAR324 is aerobic, motile and chemotaxic. Our approach enables acquisition of genome assemblies for individual uncultivated bacteria using only short reads, providing cell-specific genetic information absent from metagenomic studies.
- Subjects :
- Algorithms
Base Sequence
Contig Mapping
Deltaproteobacteria cytology
Deltaproteobacteria genetics
Escherichia coli cytology
Escherichia coli genetics
Likelihood Functions
Staphylococcus aureus cytology
Staphylococcus aureus genetics
Bacteria cytology
Bacteria genetics
Databases, Nucleic Acid
Genome, Bacterial genetics
Sequence Analysis, DNA methods
Single-Cell Analysis methods
Subjects
Details
- Language :
- English
- ISSN :
- 1546-1696
- Volume :
- 29
- Issue :
- 10
- Database :
- MEDLINE
- Journal :
- Nature biotechnology
- Publication Type :
- Academic Journal
- Accession number :
- 21926975
- Full Text :
- https://doi.org/10.1038/nbt.1966