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1.
Nat Commun ; 9(1): 791, 2018 02 23.
Article in English | MEDLINE | ID: mdl-29476078

ABSTRACT

Droplet-based single-cell RNA-seq has emerged as a powerful technique for massively parallel cellular profiling. While this approach offers the exciting promise to deconvolute cellular heterogeneity in diseased tissues, the lack of cost-effective and user-friendly instrumentation has hindered widespread adoption of droplet microfluidic techniques. To address this, we developed a 3D-printed, low-cost droplet microfluidic control instrument and deploy it in a clinical environment to perform single-cell transcriptome profiling of disaggregated synovial tissue from five rheumatoid arthritis patients. We sequence 20,387 single cells revealing 13 transcriptomically distinct clusters. These encompass an unsupervised draft atlas of the autoimmune infiltrate that contribute to disease biology. Additionally, we identify previously uncharacterized fibroblast subpopulations and discern their spatial location within the synovium. We envision that this instrument will have broad utility in both research and clinical settings, enabling low-cost and routine application of microfluidic techniques.


Subject(s)
Arthritis, Rheumatoid/genetics , Microfluidics/methods , RNA/genetics , Single-Cell Analysis/methods , Arthritis, Rheumatoid/metabolism , Fibroblasts/metabolism , Gene Expression Profiling , Humans , Microfluidics/economics , Microfluidics/instrumentation , RNA/metabolism , Single-Cell Analysis/economics , Single-Cell Analysis/instrumentation , Synovial Membrane/cytology , Synovial Membrane/metabolism
2.
Nat Methods ; 12(6): 519-22, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25915121

ABSTRACT

The simultaneous sequencing of a single cell's genome and transcriptome offers a powerful means to dissect genetic variation and its effect on gene expression. Here we describe G&T-seq, a method for separating and sequencing genomic DNA and full-length mRNA from single cells. By applying G&T-seq to over 220 single cells from mice and humans, we discovered cellular properties that could not be inferred from DNA or RNA sequencing alone.


Subject(s)
DNA/genetics , Genomics/methods , Nucleic Acid Amplification Techniques/methods , RNA, Messenger/genetics , Animals , Cell Line, Tumor , Humans , Mice
3.
BMC Genomics ; 15: 110, 2014 Feb 07.
Article in English | MEDLINE | ID: mdl-24507442

ABSTRACT

BACKGROUND: A minor but significant fraction of samples subjected to next-generation sequencing methods are either mixed-up or cross-contaminated. These events can lead to false or inconclusive results. We have therefore developed SASI-Seq; a process whereby a set of uniquely barcoded DNA fragments are added to samples destined for sequencing. From the final sequencing data, one can verify that all the reads derive from the original sample(s) and not from contaminants or other samples. RESULTS: By adding a mixture of three uniquely barcoded amplicons, of different sizes spanning the range of insert sizes one would normally use for Illumina sequencing, at a spike-in level of approximately 0.1%, we demonstrate that these fragments remain intimately associated with the sample. They can be detected following even the tightest size selection regimes or exome enrichment and can report the occurrence of sample mix-ups and cross-contamination.As a consequence of this work, we have designed a set of 384 eleven-base Illumina barcode sequences that are at least 5 changes apart from each other, allowing for single-error correction and very low levels of barcode misallocation due to sequencing error. CONCLUSION: SASI-Seq is a simple, inexpensive and flexible tool that enables sample assurance, allows deconvolution of sample mix-ups and reports levels of cross-contamination between samples throughout NGS workflows.


Subject(s)
Sequence Analysis, DNA/methods , DNA/chemistry , DNA/metabolism , DNA Contamination , Gene Library , High-Throughput Nucleotide Sequencing , Humans
4.
J Clin Microbiol ; 51(3): 745-51, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23224084

ABSTRACT

The cost of whole-genome sequencing (WGS) is decreasing rapidly as next-generation sequencing technology continues to advance, and the prospect of making WGS available for public health applications is becoming a reality. So far, a number of studies have demonstrated the use of WGS as an epidemiological tool for typing and controlling outbreaks of microbial pathogens. Success of these applications is hugely dependent on efficient generation of clean genetic material that is free from host DNA contamination for rapid preparation of sequencing libraries. The presence of large amounts of host DNA severely affects the efficiency of characterizing pathogens using WGS and is therefore a serious impediment to clinical and epidemiological sequencing for health care and public health applications. We have developed a simple enzymatic treatment method that takes advantage of the methylation of human DNA to selectively deplete host contamination from clinical samples prior to sequencing. Using malaria clinical samples with over 80% human host DNA contamination, we show that the enzymatic treatment enriches Plasmodium falciparum DNA up to ∼9-fold and generates high-quality, nonbiased sequence reads covering >98% of 86,158 catalogued typeable single-nucleotide polymorphism loci.


Subject(s)
DNA Contamination , DNA, Protozoan/isolation & purification , Malaria, Falciparum/parasitology , Molecular Biology/methods , Parasitology/methods , Plasmodium falciparum/genetics , DNA Methylation , DNA, Protozoan/genetics , Humans , Hydrolysis , Molecular Epidemiology/methods , Plasmodium falciparum/isolation & purification
5.
BMC Genomics ; 13: 341, 2012 Jul 24.
Article in English | MEDLINE | ID: mdl-22827831

ABSTRACT

BACKGROUND: Next generation sequencing (NGS) technology has revolutionized genomic and genetic research. The pace of change in this area is rapid with three major new sequencing platforms having been released in 2011: Ion Torrent's PGM, Pacific Biosciences' RS and the Illumina MiSeq. Here we compare the results obtained with those platforms to the performance of the Illumina HiSeq, the current market leader. In order to compare these platforms, and get sufficient coverage depth to allow meaningful analysis, we have sequenced a set of 4 microbial genomes with mean GC content ranging from 19.3 to 67.7%. Together, these represent a comprehensive range of genome content. Here we report our analysis of that sequence data in terms of coverage distribution, bias, GC distribution, variant detection and accuracy. RESULTS: Sequence generated by Ion Torrent, MiSeq and Pacific Biosciences technologies displays near perfect coverage behaviour on GC-rich, neutral and moderately AT-rich genomes, but a profound bias was observed upon sequencing the extremely AT-rich genome of Plasmodium falciparum on the PGM, resulting in no coverage for approximately 30% of the genome. We analysed the ability to call variants from each platform and found that we could call slightly more variants from Ion Torrent data compared to MiSeq data, but at the expense of a higher false positive rate. Variant calling from Pacific Biosciences data was possible but higher coverage depth was required. Context specific errors were observed in both PGM and MiSeq data, but not in that from the Pacific Biosciences platform. CONCLUSIONS: All three fast turnaround sequencers evaluated here were able to generate usable sequence. However there are key differences between the quality of that data and the applications it will support.


Subject(s)
Sequence Analysis, DNA/instrumentation , Sequence Analysis, DNA/methods , Base Composition/genetics , Base Sequence , Bordetella pertussis/genetics , Databases, Genetic , Gene Library , Genome, Bacterial/genetics , Genome, Protozoan/genetics , Nucleotide Motifs/genetics , Plasmodium falciparum/genetics , Polymorphism, Single Nucleotide/genetics , Staphylococcus aureus/genetics
6.
BMC Genomics ; 13: 1, 2012 Jan 03.
Article in English | MEDLINE | ID: mdl-22214261

ABSTRACT

BACKGROUND: Massively parallel sequencing technology is revolutionizing approaches to genomic and genetic research. Since its advent, the scale and efficiency of Next-Generation Sequencing (NGS) has rapidly improved. In spite of this success, sequencing genomes or genomic regions with extremely biased base composition is still a great challenge to the currently available NGS platforms. The genomes of some important pathogenic organisms like Plasmodium falciparum (high AT content) and Mycobacterium tuberculosis (high GC content) display extremes of base composition. The standard library preparation procedures that employ PCR amplification have been shown to cause uneven read coverage particularly across AT and GC rich regions, leading to problems in genome assembly and variation analyses. Alternative library-preparation approaches that omit PCR amplification require large quantities of starting material and hence are not suitable for small amounts of DNA/RNA such as those from clinical isolates. We have developed and optimized library-preparation procedures suitable for low quantity starting material and tolerant to extremely high AT content sequences. RESULTS: We have used our optimized conditions in parallel with standard methods to prepare Illumina sequencing libraries from a non-clinical and a clinical isolate (containing ~53% host contamination). By analyzing and comparing the quality of sequence data generated, we show that our optimized conditions that involve a PCR additive (TMAC), produces amplified libraries with improved coverage of extremely AT-rich regions and reduced bias toward GC neutral templates. CONCLUSION: We have developed a robust and optimized Next-Generation Sequencing library amplification method suitable for extremely AT-rich genomes. The new amplification conditions significantly reduce bias and retain the complexity of either extremes of base composition. This development will greatly benefit sequencing clinical samples that often require amplification due to low mass of DNA starting material.


Subject(s)
Gene Library , Genome, Protozoan , High-Throughput Nucleotide Sequencing/methods , Base Composition , DNA-Directed RNA Polymerases/metabolism , Genetic Loci , Plasmodium falciparum/genetics , Polymerase Chain Reaction , Reproducibility of Results , Viral Proteins/metabolism
8.
Nature ; 456(7218): 53-9, 2008 Nov 06.
Article in English | MEDLINE | ID: mdl-18987734

ABSTRACT

DNA sequence information underpins genetic research, enabling discoveries of important biological or medical benefit. Sequencing projects have traditionally used long (400-800 base pair) reads, but the existence of reference sequences for the human and many other genomes makes it possible to develop new, fast approaches to re-sequencing, whereby shorter reads are compared to a reference to identify intraspecies genetic variation. Here we report an approach that generates several billion bases of accurate nucleotide sequence per experiment at low cost. Single molecules of DNA are attached to a flat surface, amplified in situ and used as templates for synthetic sequencing with fluorescent reversible terminator deoxyribonucleotides. Images of the surface are analysed to generate high-quality sequence. We demonstrate application of this approach to human genome sequencing on flow-sorted X chromosomes and then scale the approach to determine the genome sequence of a male Yoruba from Ibadan, Nigeria. We build an accurate consensus sequence from >30x average depth of paired 35-base reads. We characterize four million single-nucleotide polymorphisms and four hundred thousand structural variants, many of which were previously unknown. Our approach is effective for accurate, rapid and economical whole-genome re-sequencing and many other biomedical applications.


Subject(s)
Genome, Human/genetics , Genomics/methods , Sequence Analysis, DNA/methods , Chromosomes, Human, X/genetics , Consensus Sequence/genetics , Genomics/economics , Genotype , Humans , Male , Nigeria , Polymorphism, Single Nucleotide/genetics , Sensitivity and Specificity , Sequence Analysis, DNA/economics
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