Applications of Single Cell Analysis
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Transcript of Applications of Single Cell Analysis
Sample to Insight
Application of single cell analysis
Learn about downstream applications after single cell isolation
Sample to Insight
QIAGEN has been cited in multiple scientific publications
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Cancer research
Circulating tumor cell research
Neuroscience research
Embryonic genetic research
Metagenomics and microbial single cell genomics
Infectious disease research
Single cell genomic research strategies
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Single cell genomics by QIAGEN, 2016
Sample to Insight
Advancing cancer research: an example of a milestone publication
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Chromothripsis from DNA damage in micronuclei (1)
(1) Zhang, C.-Z. et al. (2015) Chromothripsis from DNA damage in micronuclei. Nature 522, 179–184
“….we achieved the best overall coverage uniformity with this latest version of REPLI-g from Qiagen [REPLI-g Single Cell Kit]...)”
“…MDA gives better overall genome coverage than PCR-based methods ….”
“…Phi-29 polymerase has the highest processivity and the lowest error rate among existing polymerases”
“…the high processivity of Phi-29 polymerase consistently generates large amplicons above 10 kb”
• Selected individual cells based on live-cell imaging• single cell whole-genome sequencing
The superior performance of QIAGEN’s REPLI-g Single Cell Kit has been critical for this milestone research:
Molecular mechanism of chromothripsis identified
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Single cell genomics by QIAGEN, 2016
Sample to Insight
Rare cell analysis towards new liquid biopsy strategies
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Targeted resequencing of rare cells (1)
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(1) Yee, S. S et al (2016) A novel approach for next-generation sequencing of circulating tumor cells. Molecular Genetics & Genomic Medicine. doi: 10.1002/mgg3.210
• Breast cancer cells spiked into whole blood & isolated with DEPArray• Whole genome amplification (WGA) with REPLI-g Single Cell Kit• Targeted resequencing
A proof of concept for molecular analysis of small pools of CTCs
Study assesses• Compatibility of REPLI-g Single Cell Kit with targeted
resequencing◦ Mutations and copy number variations detected
successfully
• Compatibility of REPLI-g Single Cell Kit with blood sample preservation methods ◦ Q/C (Quality and quantity of WGA-DNA and total
depth of coverage) passed
Single cell genomics by QIAGEN, 2016
Sample to Insight
Gene expression analysis and cell characterization
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(1) Lee, D. et al. (2015) Interplay between glucose and leptin signaling determines the strength of GABAergic synapses at POMC neurons. Nat. Commun 2015 Mar 26;6:6618(2) Jeong, J.H. (2015) Cholinergic neurons in the dorsomedial hypothalamus regulate mouse brown adipose tissue metabolism, MOLECULAR METABOLISM 4(3) Lee, D. et al. (2015) Apelin-13 Enhances Arcuate POMC Neuron Activity via Inhibiting M-Curren. PLoS ONE 10(3): e0119457.doi:10.1371/journal.pone.0119457
REPLI-g WTA Single Cell Kit overcomes the limits of low RNA quantity, allowing single cells to be analyzed using conventional molecular biology methods
• Generates a high-fidelity, complete copy of the input• Suitable for most downstream NGS and qPCR methods• Allows analysis of splice variants, gene expression and
sequence variations
single cell qRT-PCR analysis helped build signaling pathway models in neurons
Analyzing functional mechanisms in neurons (1, 2, 3)
• Single cell qRT-PCR◦ Single cell whole-transcriptome amplification (WTA) with REPLI-g WTA Single Cell Kit
◦ qPCR analysis
Single cell genomics by QIAGEN, 2016
Sample to Insight
Breeding the perfect pony
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(1) Choi, Y.H. et al. (2015) Accuracy of preimplantation genetic diagnosis in equine in vivo recovered and in vitro-produced blastocysts. Reprod. Fertil. Dev. epub ahead of print
REPLI-g MDA technology* outperforms Illustra GenomiPhi
• REPLI-g results were accurate in 98.2% of total loci analyzed• An accuracy of only 25.8% was achieved with illustra
GenomiPhi.
* The authors obtained these results using the REPLI-g Midi Kit. Our recommended solution for very sensitive applications, when starting with a few cells only or even a single cell, is our single cell dedicated solution: the REPLI-g Single Cell Kit.
Screen embryos for specific mutations causing known genetic diseases
Screening equine embryos for preimplantation genetic diagnoses(1)
• Embryo biopsies (10-30 cells)• Whole genome amplification (WGA)• Multiplex PCR designed to detect a variety of heritable equine diseases
Single cell genomics by QIAGEN, 2016
Sample to Insight
High-fidelity analysis of genetic aberrations
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REPLI-g is the ideal solution for pre-implantation genetic diagnosis and screening(1) Thornhill, A.R. et al. (2015) Karyomapping—a comprehensive means of simultaneous monogenic and cytogenetic PGD: comparison with standard approaches in real time for Marfan
syndrome, Journal of Assisted Reproduction and Genetics, 32(2) Wells, D. et al. (2015) Clinical utilization of a rapid low-pass whole genome sequencing technique for the diagnosis of aneuploidy in human embryos prior to implantation. J Med Genet. 51:8(3) Xu, J. et al. (2015) Embryo Genome Profiling by single cell Sequencing for Preimplantation Genetic Diagnosis in a β-Thalassemia Family Clinical Chemistry 61:4(4) Wang, L. et al. (2014) Detection of Chromosomal Aneuploidy in Human Pre-implantation Embryos by Next Generation Sequencing, Biology of Reproduction
CGH arraySNP array
REPLI-g Single Cell
Kit
Blastomere Amplification Genomic Assay
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• Genome-wide SNP genotyping (1)
• NGS-based strategies for improved ◦ Aneuploidy research (1) ◦ Mutation analysis (2)
◦ Chromosome copy number change (3)
Multiple publications have used REPLI-g technology for embryonic genetic research
NGS on Illumina
sequencer
QIAseq FX Single Cell
DNA Library Kit
Blastomere NGS library prep NGS run
Recommended for aCGH or PCR-based analyses: Recommended for NGS-based analyses:
Consider our newest single cell dedicated solutions for embryo genetic research:
Single cell genomics by QIAGEN, 2016
Sample to Insight
Metagenomics & microbial single cell genomics: a winning team
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High-quality draft genomes with metagenomics data mining & single cell sequencing (1)
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• Microbial single cell whole genome sequencing:◦ WGA of FACS-sorted cells using the REPLI-g Single Cell Kit◦ PCR screening for genomes from single cells matching C. Kryptonia SSU rRNA sequences◦ NGS on Illumina MiSeq
(1) Eloe-Fadrosh, E.A. et al. (2016) Global metagenomic survey reveals a new bacterial candidate phylum in geothermal springs. Nat. Commun. 7, doi:10.1038/ncomms10476
Discovered a novel bacterial candidate phylum (Candidatus kryptonia)
REPLI-g Single Cell Kit for microbial single cell NGS• Uniform coverage across the genome, for better genome
assembly.• Single cell optimized chemistry to start directly from a
bacterial cell• Controlled decontamination of buffers and reagents
ensuring the elimination of detectable residual DNA contamination
Single cell genomics by QIAGEN, 2016
Sample to Insight
Virome determination
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REPLI-g Cell WGA & WTA Kit for total virus amplification (1)
• Multiplexed whole-genome sequencing:◦ DNA and RNA extraction from human samples
◦ rRNA depletion with GeneRead rRNA Depletion Kit
◦ WGA and WTA with REPLI-g Cell WGA and WTA Kit
◦ WGA and WTA fractions sequenced separately on IonTorrent PGM system
(1) Zoll, J. et al. (2015) Direct multiplexed whole genome sequencing of respiratory tract samples reveals full viral genomic information, Journal of Clinical Virology 66, 6–11
Virome determination enabled by parallel pre-amplification of viral DNA and RNA with the REPLI-g Cell WGA & WTA Kit
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A proof-of-concept for virome determination by NGS • Increases chances to detect causative viral agents• Provides rapid availability of highly detailed typing
information• Makes it possible to assemble almost complete viral
genomes potentially determine viral species in all cases
“In our opinion, direct-sequencing will become a serious alternative for current molecular diagnostic tools ….”
Single cell genomics by QIAGEN, 2016
Sample to Insight
single cell technologies for infectious disease research
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Norovirus characterization (1)
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• Genotyping viral RNA using NGS:◦ RNA sample prep from norovirus-positive fecal samples
◦ Whole transcriptome amplification of RNA with REPLI-g WTA Single Cell Kit
◦ NGS followed by data analysis on CLC Genomics Workbench
(1) Bavelaar, H.H. (2015) Whole genome sequencing of fecal samples as a tool for the diagnosis and genetic characterization of norovirus. J. Clin. Virol. 72, 122
Proof of concept: detection & extended characterization of Norovirus genotypes
REPLI-g WTA Single Cell Kit overcomes the limits of low RNA quantity, enabling NGS analysis of low viral load samples
• Generates a high-fidelity, complete copy of the input• Suitable for downstream NGS• Comprehensive detection of variant genotypes
Single cell genomics by QIAGEN, 2016
Sample to Insight
Accurate variant detection in rare cells – feasible and affordable
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Low pass sequencing enabled by REPLI-g …
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(1) Zhang, C.-Z. et al. (2015) Calibrating genomic and allelic coverage bias in single cell sequencing, Nat. Comm. 6, 6822
Single cell genomics by QIAGEN, 2016
Sample to Insight
Increase variant detection & reduce false positives
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(1) Zhang, C.-Z. et al. (2015) Calibrating genomic and allelic coverage bias in single cell sequencing, Nat. Comm. 6, 6822
“For clinical samples with a limited number of cells, such as fine-needle aspirates or circulating tumor cells, the most interesting genetic variants are shared among the cells.…it is most efficient to perform ‘census-based variant detection’ from multiplexed sequencing of independently amplified single cell DNA libraries, each sequenced to modest depths (~1x ).“ (1)
Low-pass sequencing and census-based variant detection
… followed by census-based variant detection
Single cell genomics by QIAGEN, 2016
Sample to Insight
Single Cell Analysis – Cellular Heterogeneity Uncovered
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Data analysis &
Interpretation
Single cell isolation
Single Cell DNA NGS library prep
Sequencing on Illumina sequencer
Insight
QIAseq FX Single Cell DNA Library Kit
QIAscout
Single Cell RNA NGS library prep
QIAseq FX Single Cell RNA Library Kit
Primary sample
WGA or WTA
REPLI-g Single Cell Kit
REPLI-g WTA Single Cell Kit
REPLI-g Cell WGA & WTA Kit*
PCR, microarray,
aCGH
CLC Genomics Workbench
Ingenuity Variant Analysis / Pathway
Analysis (IPA)
miRNA qPCR
analysismiScript Single Cell qPCR Kit
Single cell genomics by QIAGEN, 2016