Next Generation Sequencing Applications Wilfred van IJcken Erasmus - - PowerPoint PPT Presentation
Next Generation Sequencing Applications Wilfred van IJcken Erasmus - - PowerPoint PPT Presentation
Center for Biomics Next Generation Sequencing Applications Wilfred van IJcken Erasmus MC Center for Biomics Biomedical Research Techniques (XVIth ed.), Nov 6 Learning objectives Previous presentation NGS: The basics Background
Learning objectives
Previous presentation NGS: The basics Background Illumina sequencing technology Terminology This presentation Research applications Diagnostic applications Target enrichment Future directions
Overview Sequencing Preparation Methods
RNA transcription RNA structure RNA low level DNA low level DNA rearrangements Methylation DNA-protein interactions
http://res.illumina.com/documents/applications/sequencing-technology-poster.pdf
NGS Applications
Gene expression analysis Discovery of novel transcripts, splice variants, miRNAs Protein-DNA/RNA interactions (ChIPSeq) genomic DNA interactions (3C, 4C, 5C Seq) Epigenetic profiling (DNA methylation) Targeted DNA sequencing Exome Sequencing Whole genome re-sequencing and De novo
ChIP-Seq
Detect protein-DNA interactions:
Chip-Seq
Gata1 only peaks Ldb1/Gata1/Tal1/ Eto2/Mtgr1 peaks
Soler, van IJcken et al, Genes and Dev. 2010 Soler, van IJcken et al, Methods 2010
Gata1 Ldb1 Tal1 Eto2 p300 LSD1 CTCF Transcription Factors Chromatin modifiers Structural proteins
Peak detection Binding motifs
3C-Seq
Stadhouders, ..,van IJcken et al.
Detect DNA-DNA interactions close in 3D
Epigenetic profiling (methylation)
Cytosine methylation (5-mC) has significant effect on gene expression and chromatin remodeling
Techniques: WGBS-Seq C to U with sodium bisulphite 5-mC stays C RRBS-Seq MspI digestion MeDIP Anti-5-mC antibody MIRA Capture with GST labeled protein Or 450k array
e.g. Carvalho, van IJcken et al. Epigenetics and chromatin 2012 doi:10.1186/1756-8935-5-9
Targetted sequencing
Custom or predefined probes
How does targetted sequencing result look?
Zoom in sequence result
Variation is not only SNP
GATTTAGATCGCGATAGAG GATTTAGATCTCGATAGAG ~0.1% of the genomes of any two individuals differ due to SNPs
Structural variants (SVs),
[e.g. kb-Mb-sized deletions, insertions, inversions, fusion genes]
presumably >0.1% of the genome GATT------------GAG GATTTAGATCTCGATAGAG
Short InDels
More difficult to detect than SNPs
SNPs
Example: Targetted sequencing
- Hypertrophic Cardio Myopathy
- prevalence 1 : 500
- Main cause of sudden cardiac dead
- 50 gene panel
- Mybpc3, myh7 etc…
- 10 patients (multiplexed)
- indexing
- 1 MiSeq run PE 150 bp
- Alignment, Variant calling
- Clinical report
- Validation sanger sequencing of 10 mutations including indel
Bait design; Agilent Sureselect; ~50 genes, ~800 exons
Targeted panel results
Cardiomyopathy
Old Sanger Sequencing 2 genes New NGS 48 genes Patient benefits
- 1. Diagnostic yield ↑ 33%
- 2. Turn around time ↓ 6 to 2 months
- 3. New type variants detected
(indels + somatic mosaicisms)
Exome sequencing
Exome = all coding regions (~ exons) of genome
> 200 Disease genes uncovered by Exome sequencing
- Miller syndrome – USA - 2009
- TARP syndrome – USA - 2010
- Schinzel-Giedion syndrome -
Netherlands - 2010
- Fowler Syndrome – Canada - 2010
- Terminal Osseous Dysplasia –
Netherlands – 2010
- Hearing Loss – USA – 2010
- Perrault Syndrome – USA – 2010
- Kaposi sarcoma – USA – 2010
- Sensenbrenner Syndrome –
Netherlands – 2010
- Hyperphosphatasia syndrome –
Germany – 2010
- Kabuki syndrome - USA – 2010
- Van Den Ende-Gupta syndrome –
Canada – 2010
- Neonatal Diabetes Mellitus – France – 2010
- Autoimmune lymphoproliferative syndrome –
USA – 2010
- Familial Amyotrophic lateral sclerosis – USA –
2010
- Non-syndromic mental retardation – USA – 2010
- Osteogenesis Imperfecta –
Germany/Netherlands – 2011
- Hajdu-Cheney syndrome – London /France–
2011
- Acne Inversa – China – 2011
- Leucoencephalopathy – Japan – 2011
- Taybi-Linder syndrome – France – 2011
- Ochoa syndrome – Saudi Arabia – 2011
- Spastic paraparesis - USA – 2011
- Distal Arthrogryposis – USA – 2011
- Amelogenesis Imperfecta – UK - 2011
Whole genome sequencing
Genome sequenced 2007 Craig Venter 7,5x 2008 James Watson 7,4x 2008 Han Chinese 36x 2008 Yorubian (nigeria) 30x 2008 Leukemia patient T/N 33x (14x) 2009 Seong Kim (korean) 29x 2014 100k genomes projects Human and other species Identify variation between individuals
Whole genome sequencing
X Ten $1000 genome 30x Outsource $1000 genome 40x
?
Human and disease, what to sequence?
- Most mendelian diseases are caused by exome mutations
- Exome is only ~1.6 % of human genome (50Mbp)
Panel Exome Whole genome
Genome >0,01% 1,6 % 95 % Sequencing 1/400x 1x 60x Interpretation ++ + + / - Validation ++ + + / - Speed ++ +
- Cost (est.)
€ 500 € 1000 € 5000
Comparision of exome and genome sequencing
Non invasive trisomy testing (NIPT)
DNA isolation Prepare NGS Analysis Trisomy Report
10 weeks pregnancy 5% fetal DNA
NIPT: determine fetal chromosomal copy number
Fetal cfDNA Maternal cfDNA
Fetal Trisomy Euploid Pregnancy Chr 21 Chr 21
NIPT in the news
Diagnostic applications
- Targetted sequencing
Cardio Myopathies, Ciliopathies, Cancer hotspot panel, Noonan, Neurodegenerative diseases, …
- Exome sequencing
Unknown disease, de novo
- Whole genome sequencing
Unknown disease, non-exonic
- Non invasive diagnostics
prenatal plasma T21 testing
- Cancer sequencing
germline mutations, therapy
- HLA typing
transplantation
Personalized medicine
- we need cheaper and faster High throughput sequencing
- we need educated doctors / clinicians
me
Doctor here is my genome and variation
Future
- Technical challenges resolved
- Implementation in tumor sequencing (free circulating tumor DNA)
- Inplementation in new born screening
- Replaces (partly) Sanger sequencing
- Interpretation challenge
- Ethical, legal, social issues
- Education doctors / clinicians
- Choice between panel, exome, whole genome
- Faster diagnosis (1 week from sample to diagnosis)
MinION
- USB sized sequencer
- One time use
- $ 900 dollar
- 500 nanopores
- >100 Mbp / h
- User defined runtime
- Lifetime electrodes is limiting