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1.
Genome Res ; 23(5): 826-32, 2013 May.
Article in English | MEDLINE | ID: mdl-23282328

ABSTRACT

There is increasing evidence that the phenotypic effects of genomic sequence variants are best understood in terms of variant haplotypes rather than as isolated polymorphisms. Haplotype analysis is also critically important for uncovering population histories and for the study of evolutionary genetics. Although the sequencing of individual human genomes to reveal personal collections of sequence variants is now well established, there has been slower progress in the phasing of these variants into pairs of haplotypes along each pair of chromosomes. Here, we have developed a distinct approach to haplotyping that can yield chromosome-length haplotypes, including the vast majority of heterozygous single-nucleotide polymorphisms (SNPs) in an individual human genome. This approach exploits the haploid nature of sperm cells and employs a combination of genotyping and low-coverage sequencing on a short-read platform. In addition to generating chromosome-length haplotypes, the approach can directly identify recombination events (averaging 1.1 per chromosome) with a median resolution of <100 kb.


Subject(s)
Genome, Human , Haplotypes/genetics , Spermatozoa , Chromosome Mapping , Genotype , Humans , Male , Polymorphism, Single Nucleotide , Sequence Analysis, DNA
2.
Genome Res ; 23(5): 867-77, 2013 May.
Article in English | MEDLINE | ID: mdl-23564253

ABSTRACT

Although biofilms have been shown to be reservoirs of pathogens, our knowledge of the microbial diversity in biofilms within critical areas, such as health care facilities, is limited. Available methods for pathogen identification and strain typing have some inherent restrictions. In particular, culturing will yield only a fraction of the species present, PCR of virulence or marker genes is mainly focused on a handful of known species, and shotgun metagenomics is limited in the ability to detect strain variations. In this study, we present a single-cell genome sequencing approach to address these limitations and demonstrate it by specifically targeting bacterial cells within a complex biofilm from a hospital bathroom sink drain. A newly developed, automated platform was used to generate genomic DNA by the multiple displacement amplification (MDA) technique from hundreds of single cells in parallel. MDA reactions were screened and classified by 16S rRNA gene PCR sequence, which revealed a broad range of bacteria covering 25 different genera representing environmental species, human commensals, and opportunistic human pathogens. Here we focus on the recovery of a nearly complete genome representing a novel strain of the periodontal pathogen Porphyromonas gingivalis (P. gingivalis JCVI SC001) using the single-cell assembly tool SPAdes. Single-cell genomics is becoming an accepted method to capture novel genomes, primarily in the marine and soil environments. Here we show for the first time that it also enables comparative genomic analysis of strain variation in a pathogen captured from complex biofilm samples in a healthcare facility.


Subject(s)
Biofilms , High-Throughput Nucleotide Sequencing , Porphyromonas gingivalis/genetics , Single-Cell Analysis , Bacteroidaceae Infections/genetics , Bacteroidaceae Infections/microbiology , Cross Infection/genetics , Cross Infection/microbiology , Genome, Bacterial , Humans , Porphyromonas gingivalis/pathogenicity
3.
Genome Res ; 23(5): 878-88, 2013 May.
Article in English | MEDLINE | ID: mdl-23493677

ABSTRACT

The majority of microbial genomic diversity remains unexplored. This is largely due to our inability to culture most microorganisms in isolation, which is a prerequisite for traditional genome sequencing. Single-cell sequencing has allowed researchers to circumvent this limitation. DNA is amplified directly from a single cell using the whole-genome amplification technique of multiple displacement amplification (MDA). However, MDA from a single chromosome copy suffers from amplification bias and a large loss of specificity from even very small amounts of DNA contamination, which makes assembling a genome difficult and completely finishing a genome impossible except in extraordinary circumstances. Gel microdrop cultivation allows culturing of a diverse microbial community and provides hundreds to thousands of genetically identical cells as input for an MDA reaction. We demonstrate the utility of this approach by comparing sequencing results of gel microdroplets and single cells following MDA. Bias is reduced in the MDA reaction and genome sequencing, and assembly is greatly improved when using gel microdroplets. We acquired multiple near-complete genomes for two bacterial species from human oral and stool microbiome samples. A significant amount of genome diversity, including single nucleotide polymorphisms and genome recombination, is discovered. Gel microdroplets offer a powerful and high-throughput technology for assembling whole genomes from complex samples and for probing the pan-genome of naturally occurring populations.


Subject(s)
Bacteria/genetics , Genetic Variation , Genome, Bacterial/genetics , Microbiota , Genomics , Humans , Polymerase Chain Reaction , Polymorphism, Single Nucleotide , Sequence Analysis, DNA/methods
4.
Proc Natl Acad Sci U S A ; 110(26): E2390-9, 2013 Jun 25.
Article in English | MEDLINE | ID: mdl-23754396

ABSTRACT

The "dark matter of life" describes microbes and even entire divisions of bacterial phyla that have evaded cultivation and have yet to be sequenced. We present a genome from the globally distributed but elusive candidate phylum TM6 and uncover its metabolic potential. TM6 was detected in a biofilm from a sink drain within a hospital restroom by analyzing cells using a highly automated single-cell genomics platform. We developed an approach for increasing throughput and effectively improving the likelihood of sampling rare events based on forming small random pools of single-flow-sorted cells, amplifying their DNA by multiple displacement amplification and sequencing all cells in the pool, creating a "mini-metagenome." A recently developed single-cell assembler, SPAdes, in combination with contig binning methods, allowed the reconstruction of genomes from these mini-metagenomes. A total of 1.07 Mb was recovered in seven contigs for this member of TM6 (JCVI TM6SC1), estimated to represent 90% of its genome. High nucleotide identity between a total of three TM6 genome drafts generated from pools that were independently captured, amplified, and assembled provided strong confirmation of a correct genomic sequence. TM6 is likely a Gram-negative organism and possibly a symbiont of an unknown host (nonfree living) in part based on its small genome, low-GC content, and lack of biosynthesis pathways for most amino acids and vitamins. Phylogenomic analysis of conserved single-copy genes confirms that TM6SC1 is a deeply branching phylum.


Subject(s)
Biofilms , Hospitals , Metagenome , Sanitary Engineering , Water Microbiology , Bacteria/classification , Bacteria/genetics , Bacteria/isolation & purification , DNA, Bacterial/genetics , DNA, Bacterial/isolation & purification , DNA, Bacterial/metabolism , Evolution, Molecular , Genome, Bacterial , Humans , Metabolic Networks and Pathways , Metagenomics/methods , Molecular Sequence Data , Phylogeny , Water Supply
5.
Proc Natl Acad Sci U S A ; 110(49): 19802-7, 2013 Dec 03.
Article in English | MEDLINE | ID: mdl-24248345

ABSTRACT

It has recently been established that synthesis of double-stranded cDNA can be done from a single cell for use in DNA sequencing. Global gene expression can be quantified from the number of reads mapping to each gene, and mutations and mRNA splicing variants determined from the sequence reads. Here we demonstrate that this method of transcriptomic analysis can be done using the extremely low levels of mRNA in a single nucleus, isolated from a mouse neural progenitor cell line and from dissected hippocampal tissue. This method is characterized by excellent coverage and technical reproducibility. On average, more than 16,000 of the 24,057 mouse protein-coding genes were detected from single nuclei, and the amount of gene-expression variation was similar when measured between single nuclei and single cells. Several major advantages of the method exist: first, nuclei, compared with whole cells, have the advantage of being easily isolated from complex tissues and organs, such as those in the CNS. Second, the method can be widely applied to eukaryotic species, including those of different kingdoms. The method also provides insight into regulatory mechanisms specific to the nucleus. Finally, the method enables dissection of regulatory events at the single-cell level; pooling of 10 nuclei or 10 cells obscures some of the variability measured in transcript levels, implying that single nuclei and cells will be extremely useful in revealing the physiological state and interconnectedness of gene regulation in a manner that avoids the masking inherent to conventional transcriptomics using bulk cells or tissues.


Subject(s)
Cell Nucleus/genetics , Dentate Gyrus/cytology , Gene Expression Profiling/methods , High-Throughput Nucleotide Sequencing/methods , Neural Stem Cells/metabolism , Animals , Cell Nucleus/metabolism , Embryonic Stem Cells , Flow Cytometry , Mice , Micromanipulation , Microscopy, Fluorescence
6.
ISME J ; 6(6): 1186-99, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22170421

ABSTRACT

Bacteria in the 16S rRNA clade SAR86 are among the most abundant uncultivated constituents of microbial assemblages in the surface ocean for which little genomic information is currently available. Bioinformatic techniques were used to assemble two nearly complete genomes from marine metagenomes and single-cell sequencing provided two more partial genomes. Recruitment of metagenomic data shows that these SAR86 genomes substantially increase our knowledge of non-photosynthetic bacteria in the surface ocean. Phylogenomic analyses establish SAR86 as a basal and divergent lineage of γ-proteobacteria, and the individual genomes display a temperature-dependent distribution. Modestly sized at 1.25-1.7 Mbp, the SAR86 genomes lack several pathways for amino-acid and vitamin synthesis as well as sulfate reduction, trends commonly observed in other abundant marine microbes. SAR86 appears to be an aerobic chemoheterotroph with the potential for proteorhodopsin-based ATP generation, though the apparent lack of a retinal biosynthesis pathway may require it to scavenge exogenously-derived pigments to utilize proteorhodopsin. The genomes contain an expanded capacity for the degradation of lipids and carbohydrates acquired using a wealth of tonB-dependent outer membrane receptors. Like the abundant planktonic marine bacterial clade SAR11, SAR86 exhibits metabolic streamlining, but also a distinct carbon compound specialization, possibly avoiding competition.


Subject(s)
Gammaproteobacteria/classification , Metagenomics , Phylogeny , Seawater/microbiology , Computational Biology , Gammaproteobacteria/genetics , Gammaproteobacteria/metabolism , Genome, Bacterial , Genomic Library , Oceans and Seas , Plankton/genetics , RNA, Ribosomal, 16S/genetics , Rhodopsin , Rhodopsins, Microbial
7.
PLoS One ; 6(5): e20388, 2011.
Article in English | MEDLINE | ID: mdl-21629664

ABSTRACT

The paucity of sequence data from pelagic deep-ocean microbial assemblages has severely restricted molecular exploration of the largest biome on Earth. In this study, an analysis is presented of a large-scale 454-pyrosequencing metagenomic dataset from a hadopelagic environment from 6,000 m depth within the Puerto Rico Trench (PRT). A total of 145 Mbp of assembled sequence data was generated and compared to two pelagic deep ocean metagenomes and two representative surface seawater datasets from the Sargasso Sea. In a number of instances, all three deep metagenomes displayed similar trends, but were most magnified in the PRT, including enrichment in functions for two-component signal transduction mechanisms and transcriptional regulation. Overrepresented transporters in the PRT metagenome included outer membrane porins, diverse cation transporters, and di- and tri-carboxylate transporters that matched well with the prevailing catabolic processes such as butanoate, glyoxylate and dicarboxylate metabolism. A surprisingly high abundance of sulfatases for the degradation of sulfated polysaccharides were also present in the PRT. The most dramatic adaptational feature of the PRT microbes appears to be heavy metal resistance, as reflected in the large numbers of transporters present for their removal. As a complement to the metagenome approach, single-cell genomic techniques were utilized to generate partial whole-genome sequence data from four uncultivated cells from members of the dominant phyla within the PRT, Alphaproteobacteria, Gammaproteobacteria, Bacteroidetes and Planctomycetes. The single-cell sequence data provided genomic context for many of the highly abundant functional attributes identified from the PRT metagenome, as well as recruiting heavily the PRT metagenomic sequence data compared to 172 available reference marine genomes. Through these multifaceted sequence approaches, new insights have been provided into the unique functional attributes present in microbes residing in a deeper layer of the ocean far removed from the more productive sun-drenched zones above.


Subject(s)
Metagenome/genetics , Seawater/microbiology , Alphaproteobacteria/classification , Alphaproteobacteria/genetics , Bacteroidetes/classification , Bacteroidetes/genetics , Flow Cytometry , Gammaproteobacteria/classification , Gammaproteobacteria/genetics , Molecular Sequence Data , Phylogeny , RNA, Ribosomal/genetics , Rhodospirillales/classification , Rhodospirillales/genetics
8.
Nat Biotechnol ; 29(10): 915-21, 2011 Sep 18.
Article in English | MEDLINE | ID: mdl-21926975

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.


Subject(s)
Bacteria/cytology , Bacteria/genetics , Databases, Nucleic Acid , Genome, Bacterial/genetics , Sequence Analysis, DNA/methods , Single-Cell Analysis/methods , Algorithms , Base Sequence , Contig Mapping , Deltaproteobacteria/cytology , Deltaproteobacteria/genetics , Escherichia coli/cytology , Escherichia coli/genetics , Likelihood Functions , Staphylococcus aureus/cytology , Staphylococcus aureus/genetics
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