Next-generation-sequencing
Basic principles and sequencing platforms
WIV-ISP workshop 10/10/2014
Annelies Haegeman
Institute for Agricultural and Fisheries Research
Plant Sciences Unit
www.ilvo.vlaanderen.be
Agriculture and Fisheries Policy Area
10/10/2014 What is next generation sequencing? 2
Presentation outline
• Sanger sequencing (1977 – present)
• Next generation sequencing (2005 – present)
• 454
• Ion Torrent
• Illumina
• 3rd generation sequencing (2012 – present)
• PacBio or SMRT sequencing
• Oxford Nanopore
• Sequencing @ ILVO
What is next generation sequencing? 3
NGS experiment setup
DNA sample NGS Instrument Data
Library
Preparation
Sequencing Data Analysis
10/10/2014
What is next generation sequencing? 4
Presentation outline
• Sanger sequencing (1977 – present)
• Next generation sequencing (2005 – present)
• 454
• Ion Torrent
• Illumina
• 3rd generation sequencing (2012 – present)
• PacBio or SMRT sequencing
• Oxford Nanopore
• Sequencing @ ILVO
10/10/2014
What is next generation sequencing? 5
Sanger sequencing (1977)
10/10/2014
What is next generation sequencing? 6
Sanger sequencing
10/10/2014
http://en.wikipedia.org/wiki/Sanger_sequencing
What is next generation sequencing? 7
Applied Biosystems
• 1987 : First sequencer (ABI370)
• 1996 : First capillary sequencer (ABI 310)
• Present : ABI 3500
10/10/2014
What is next generation sequencing? 8
Presentation outline
• Sanger sequencing (1977 – present)
• Next generation sequencing (2005 – present)
• 454
• Ion Torrent
• Illumina
• 3rd generation sequencing (2012 – present)
• PacBio or SMRT sequencing
• Oxford Nanopore
• Sequencing @ ILVO
10/10/2014
What is next generation sequencing? 9
454 sequencing
• 2005
• DNA is fragmented, adapter ligated
and denatured
• Emulsion PCR
10/10/2014
Rothberg, J.M. & Leamon, J.H. Nature Biotechnology 26, 1117 - 1124
What is next generation sequencing? 10
454 sequencing
• Put beads and reagents in picotiter plate (one DNA bead
per well)
10/10/2014
What is next generation sequencing? 11
454 sequencing
• Sequencing
• One bead = one read
• Reads up to 700 bp
• 1 million reads / run
10/10/2014
What is next generation sequencing? 12
454 sequencing
GS Junior
• ~ 400 bp reads
• Up to 100.000 reads / run
• 10h run time
GS FLX Titanium XL+
• ~ 700 bp reads
• Up to 1 million reads/run
• 23h run time
10/10/2014
What is next generation sequencing? 13
454 sequencing
• Pros
• First commercially available NGS technique
• Relatively long reads
• Relatively short run time
• Cons
• Accuracy problems with homopolymeric repeats
• Emulsion PCR
• Relatively few reads
• Relatively expensive
• R.I.P. 2016
10/10/2014
What is next generation sequencing? 14
Presentation outline
• Sanger sequencing (1977 – present)
• Next generation sequencing (2005 – present)
• 454
• Ion Torrent
• Illumina
• 3rd generation sequencing (2012 – present)
• PacBio or SMRT sequencing
• Oxford Nanopore
• Sequencing @ ILVO
10/10/2014
• 2010, Life Technologies
• The first steps are similar to 454 sequencing
• Bind DNA to beads
• Emulsion PCR
• Chip with ion sensor
What is next generation sequencing? 15
Ion Torrent sequencing
10/10/2014
What is next generation sequencing? 16
Ion Torrent sequencing
• Semiconductor sequencing
10/10/2014
What is next generation sequencing? 17
Ion Torrent sequencing
• Semiconductor sequencing on a chip (no imaging)
10/10/2014
What is next generation sequencing? 18
Ion Torrent sequencing
Ion PGM
• 3 types of chips
• 200 or 400 bp reads
• Up to 5.5 million reads / Ion 318 chip
• 4 – 7 h run time
Ion Proton
• Up to 200 bp reads
• Up to 60-80 million reads
• 2 – 4 h run time
10/10/2014
What is next generation sequencing? 19
Ion Torrent sequencing
• Pros
• Fast
• Relatively cheap
• Scalable (different chips)
• Cons
• Relatively high error rate
• Emulsion PCR
• Ion isothermal amplification chemistry (November 2014)
• isothermal amplification instead of emulsion PCR
10/10/2014
What is next generation sequencing? 20
Presentation outline
• Sanger sequencing (1977 – present)
• Next generation sequencing (2005 – present)
• 454
• Ion Torrent
• Illumina
• 3rd generation sequencing (2012 – present)
• PacBio or SMRT sequencing
• Oxford Nanopore
• Sequencing @ ILVO
10/10/2014
What is next generation sequencing? 21
Illumina sequencing
• 2006 (Solexa)
• Most popular sequencing technique nowadays!
0
2000
4000
6000
8000
10000
12000
454 solid ion
torrent
illumina pacbio
# studies in NCBI SRA database (01/2014)
10/10/2014
10/10/2014 What is next generation sequencing? 22
Illumina sequencing
Metzker, Nature Reviews Genetics, 2010, 11, 31-46
What is next generation sequencing? 23
Paired end sequencing
10/10/2014
©Illumina
What is next generation sequencing? 24
Illumina sequencing
MiSeq
• Up to 2 x 300 bp reads
• 15 million single reads
• 2.7 days run time
HiSeq2500
• Up to 2 x 125 bp reads
• 2 billion single reads
• 6 days run time
10/10/2014
What is next generation sequencing? 25
Illumina sequencing
NextSeq 500
• Up to 2 x 150bp reads
• Up to 400 million reads
• 1.2 days run time
HiSeq X Ten
• 2 x 150 bp reads
• Up to 30 billion reads
• 3 days run time
10/10/2014
What is next generation sequencing? 26
Illumina sequencing
• Pros
• Very high throughput
• Best price/bp
• Cons
• Relatively long run time
• Sequence quality decreases towards the end
• Imaging interference in low diversity libraries
10/10/2014
What is next generation sequencing? 27
Advantages of NGS vs Sanger
• Cheap (cost per bp)
• 1 bacterial genome (100x, 650Mb) < a 96-well plate (80 kb)
• (Very) high throughput (parallel sequencing)
• Multiplexing
10/10/2014
©Illumina
What is next generation sequencing? 28
How do I choose a platform?
• Read length vs. number of reads (read depth)
10/10/2014
What is next generation sequencing? 29
Overview
10/10/2014
What is next generation sequencing? 30
Overview
Platform Chemistry
Read
Length
Run Time Reads/Run Advantage Disadvantage
454 GS Junior
Pyro-
sequencing
400 8 h 0.1 M
Long read
length
High error rate,
expensive
454 GS FLX+
Pyro-
sequencing
700 23 h 1 M
Long read
length
High error rate,
expensive
Ion PGM
Proton
Detection
200-400 4-7 h 5.5 M Short run time
High error rate, but
will improve
Ion Proton
Proton
Detection
200 2-4 h 80 M Short run time
High error rate, but
will improve
Illumina MiSeq
Bridge
amplification
up to 2x300 2.7 days 25 M
High-
throughput /
cost
Long run time
Illumina HiSeq
Bridge
amplification
2x125 6 days 2000 M
High-
throughput /
cost
Short reads, long run
time
10/10/2014
What is next generation sequencing? 31
Presentation outline
• Sanger sequencing (1977 – present)
• Next generation sequencing (2005 – present)
• 454
• Illumina
• Ion Torrent
• 3rd generation sequencing (2011 – present)
• PacBio or SMRT sequencing
• Oxford Nanopore
• Sequencing @ ILVO
PCR based
Single molecule
2nd
10/10/2014
What is next generation sequencing? 32
PacBio sequencing
• 2011, Pacific Biosciences
• Single Molecule Real Time Sequencing (SMRT)
10/10/2014
What is next generation sequencing? 33
PacBio sequencing
PacBio RSII
• Up to 30 kb reads
• 50.000 reads
• Up to 3h run time
Often used in combination
with Illumina sequencing
10/10/2014
What is next generation sequencing? 34
PacBio sequencing
• Pros
• No PCR
• Very long reads
• No problems with high GC content
• Can detect nucleotide modifications (e.g. methylation)
• Cons
• High error rate, but expected to improve
10/10/2014
What is next generation sequencing? 35
Presentation outline
• Sanger sequencing (1977 – present)
• Next generation sequencing (2005 – present)
• 454
• Illumina
• Ion Torrent
• 3rd generation sequencing (2011 – present)
• PacBio or SMRT sequencing
• Oxford Nanopore
• Sequencing @ ILVO
PCR based
Single molecule
10/10/2014
What is next generation sequencing? 36
Oxford nanopore sequencing
10/10/2014
What is next generation sequencing? 37
Oxford nanopore sequencing
10/10/2014
• MinION portable sequencer
• Currently a beta version is being
tested in 500 selected labs
• Accuracy: 60-85%
• First reports on read lengths:
up to 79000 bases!
• Under development
• GridION
• PromethION
10/10/2014 What is next generation sequencing? 38
Presentation outline
• Sanger sequencing (1977 – present)
• Next generation sequencing (2005 – present)
• 454
• Ion Torrent
• Illumina
• 3rd generation sequencing (2012 – present)
• PacBio or SMRT sequencing
• Oxford Nanopore
• Sequencing @ ILVO
Animal
Sciences
Cattle, Pig and
Small Animal
Husbandry
Fisheries and
Aquatic
Production
Marine
Environment
and Quality
Plant Sciences
Crop
Protection
Growth and
Development
Applied
Genetics and
Breeding
Crop
Husbandry
Technology and
Food Science
Agricultural
Engineering
Product
Quality and
Innovation
Food Safety
Social Sciences
Agricultural
and Farm
Development
Rural
Development
ILVO
What is next generation sequencing? 3910/10/2014
Plant Sciences
Crop
Protection
Growth and
Development
Applied
Genetics and
Breeding
Crop
Husbandry
Sequencing @ ILVO
What is next generation sequencing? 4010/10/2014
Whole genome shotgun (WGS) sequencing
Plant pathogens, mainly bacteria
Amplicon sequencing (16S rRNA)
Bacterial populations in soil
Transcriptome sequencing
Azalea, perennial ryegrass
Targeted resequencing
Perennial ryegrass
Genotyping-by-sequencing (GBS)
Perennial ryegrass, Phytophthora oomycetes
Sequencing @ ILVO
What is next generation sequencing? 4110/10/2014
Animal
Sciences
Cattle, Pig and
Small Animal
Husbandry
Marine
Environment
and Quality
Fisheries and
Aquatic
Production
Amplicon sequencing (16S rRNA)
Bacterial populations in:
- Cow rumen
- Marine environments (water, sediment, litter)
Whole genome shotgun sequencing
(metagenomics)
- Pig gut (antibiotics resistance genes)
- Marine environments (plastic litter)
Genotyping-By-Sequencing (GBS)
Comb jelly
What is next generation sequencing? 42
Sequencing @ ILVO
www.ilvogenomics.be
10/10/2014
Questions?
WIV-ISP workshop 10/10/2014
Institute for Agricultural and Fisheries Research
Plant Sciences Unit
www.ilvo.vlaanderen.be
Agriculture and Fisheries Policy Area
annelies.haegeman@ilvo.vlaanderen.be

NGS - Basic principles and sequencing platforms

  • 1.
    Next-generation-sequencing Basic principles andsequencing platforms WIV-ISP workshop 10/10/2014 Annelies Haegeman Institute for Agricultural and Fisheries Research Plant Sciences Unit www.ilvo.vlaanderen.be Agriculture and Fisheries Policy Area
  • 2.
    10/10/2014 What isnext generation sequencing? 2 Presentation outline • Sanger sequencing (1977 – present) • Next generation sequencing (2005 – present) • 454 • Ion Torrent • Illumina • 3rd generation sequencing (2012 – present) • PacBio or SMRT sequencing • Oxford Nanopore • Sequencing @ ILVO
  • 3.
    What is nextgeneration sequencing? 3 NGS experiment setup DNA sample NGS Instrument Data Library Preparation Sequencing Data Analysis 10/10/2014
  • 4.
    What is nextgeneration sequencing? 4 Presentation outline • Sanger sequencing (1977 – present) • Next generation sequencing (2005 – present) • 454 • Ion Torrent • Illumina • 3rd generation sequencing (2012 – present) • PacBio or SMRT sequencing • Oxford Nanopore • Sequencing @ ILVO 10/10/2014
  • 5.
    What is nextgeneration sequencing? 5 Sanger sequencing (1977) 10/10/2014
  • 6.
    What is nextgeneration sequencing? 6 Sanger sequencing 10/10/2014 http://en.wikipedia.org/wiki/Sanger_sequencing
  • 7.
    What is nextgeneration sequencing? 7 Applied Biosystems • 1987 : First sequencer (ABI370) • 1996 : First capillary sequencer (ABI 310) • Present : ABI 3500 10/10/2014
  • 8.
    What is nextgeneration sequencing? 8 Presentation outline • Sanger sequencing (1977 – present) • Next generation sequencing (2005 – present) • 454 • Ion Torrent • Illumina • 3rd generation sequencing (2012 – present) • PacBio or SMRT sequencing • Oxford Nanopore • Sequencing @ ILVO 10/10/2014
  • 9.
    What is nextgeneration sequencing? 9 454 sequencing • 2005 • DNA is fragmented, adapter ligated and denatured • Emulsion PCR 10/10/2014 Rothberg, J.M. & Leamon, J.H. Nature Biotechnology 26, 1117 - 1124
  • 10.
    What is nextgeneration sequencing? 10 454 sequencing • Put beads and reagents in picotiter plate (one DNA bead per well) 10/10/2014
  • 11.
    What is nextgeneration sequencing? 11 454 sequencing • Sequencing • One bead = one read • Reads up to 700 bp • 1 million reads / run 10/10/2014
  • 12.
    What is nextgeneration sequencing? 12 454 sequencing GS Junior • ~ 400 bp reads • Up to 100.000 reads / run • 10h run time GS FLX Titanium XL+ • ~ 700 bp reads • Up to 1 million reads/run • 23h run time 10/10/2014
  • 13.
    What is nextgeneration sequencing? 13 454 sequencing • Pros • First commercially available NGS technique • Relatively long reads • Relatively short run time • Cons • Accuracy problems with homopolymeric repeats • Emulsion PCR • Relatively few reads • Relatively expensive • R.I.P. 2016 10/10/2014
  • 14.
    What is nextgeneration sequencing? 14 Presentation outline • Sanger sequencing (1977 – present) • Next generation sequencing (2005 – present) • 454 • Ion Torrent • Illumina • 3rd generation sequencing (2012 – present) • PacBio or SMRT sequencing • Oxford Nanopore • Sequencing @ ILVO 10/10/2014
  • 15.
    • 2010, LifeTechnologies • The first steps are similar to 454 sequencing • Bind DNA to beads • Emulsion PCR • Chip with ion sensor What is next generation sequencing? 15 Ion Torrent sequencing 10/10/2014
  • 16.
    What is nextgeneration sequencing? 16 Ion Torrent sequencing • Semiconductor sequencing 10/10/2014
  • 17.
    What is nextgeneration sequencing? 17 Ion Torrent sequencing • Semiconductor sequencing on a chip (no imaging) 10/10/2014
  • 18.
    What is nextgeneration sequencing? 18 Ion Torrent sequencing Ion PGM • 3 types of chips • 200 or 400 bp reads • Up to 5.5 million reads / Ion 318 chip • 4 – 7 h run time Ion Proton • Up to 200 bp reads • Up to 60-80 million reads • 2 – 4 h run time 10/10/2014
  • 19.
    What is nextgeneration sequencing? 19 Ion Torrent sequencing • Pros • Fast • Relatively cheap • Scalable (different chips) • Cons • Relatively high error rate • Emulsion PCR • Ion isothermal amplification chemistry (November 2014) • isothermal amplification instead of emulsion PCR 10/10/2014
  • 20.
    What is nextgeneration sequencing? 20 Presentation outline • Sanger sequencing (1977 – present) • Next generation sequencing (2005 – present) • 454 • Ion Torrent • Illumina • 3rd generation sequencing (2012 – present) • PacBio or SMRT sequencing • Oxford Nanopore • Sequencing @ ILVO 10/10/2014
  • 21.
    What is nextgeneration sequencing? 21 Illumina sequencing • 2006 (Solexa) • Most popular sequencing technique nowadays! 0 2000 4000 6000 8000 10000 12000 454 solid ion torrent illumina pacbio # studies in NCBI SRA database (01/2014) 10/10/2014
  • 22.
    10/10/2014 What isnext generation sequencing? 22 Illumina sequencing Metzker, Nature Reviews Genetics, 2010, 11, 31-46
  • 23.
    What is nextgeneration sequencing? 23 Paired end sequencing 10/10/2014 ©Illumina
  • 24.
    What is nextgeneration sequencing? 24 Illumina sequencing MiSeq • Up to 2 x 300 bp reads • 15 million single reads • 2.7 days run time HiSeq2500 • Up to 2 x 125 bp reads • 2 billion single reads • 6 days run time 10/10/2014
  • 25.
    What is nextgeneration sequencing? 25 Illumina sequencing NextSeq 500 • Up to 2 x 150bp reads • Up to 400 million reads • 1.2 days run time HiSeq X Ten • 2 x 150 bp reads • Up to 30 billion reads • 3 days run time 10/10/2014
  • 26.
    What is nextgeneration sequencing? 26 Illumina sequencing • Pros • Very high throughput • Best price/bp • Cons • Relatively long run time • Sequence quality decreases towards the end • Imaging interference in low diversity libraries 10/10/2014
  • 27.
    What is nextgeneration sequencing? 27 Advantages of NGS vs Sanger • Cheap (cost per bp) • 1 bacterial genome (100x, 650Mb) < a 96-well plate (80 kb) • (Very) high throughput (parallel sequencing) • Multiplexing 10/10/2014 ©Illumina
  • 28.
    What is nextgeneration sequencing? 28 How do I choose a platform? • Read length vs. number of reads (read depth) 10/10/2014
  • 29.
    What is nextgeneration sequencing? 29 Overview 10/10/2014
  • 30.
    What is nextgeneration sequencing? 30 Overview Platform Chemistry Read Length Run Time Reads/Run Advantage Disadvantage 454 GS Junior Pyro- sequencing 400 8 h 0.1 M Long read length High error rate, expensive 454 GS FLX+ Pyro- sequencing 700 23 h 1 M Long read length High error rate, expensive Ion PGM Proton Detection 200-400 4-7 h 5.5 M Short run time High error rate, but will improve Ion Proton Proton Detection 200 2-4 h 80 M Short run time High error rate, but will improve Illumina MiSeq Bridge amplification up to 2x300 2.7 days 25 M High- throughput / cost Long run time Illumina HiSeq Bridge amplification 2x125 6 days 2000 M High- throughput / cost Short reads, long run time 10/10/2014
  • 31.
    What is nextgeneration sequencing? 31 Presentation outline • Sanger sequencing (1977 – present) • Next generation sequencing (2005 – present) • 454 • Illumina • Ion Torrent • 3rd generation sequencing (2011 – present) • PacBio or SMRT sequencing • Oxford Nanopore • Sequencing @ ILVO PCR based Single molecule 2nd 10/10/2014
  • 32.
    What is nextgeneration sequencing? 32 PacBio sequencing • 2011, Pacific Biosciences • Single Molecule Real Time Sequencing (SMRT) 10/10/2014
  • 33.
    What is nextgeneration sequencing? 33 PacBio sequencing PacBio RSII • Up to 30 kb reads • 50.000 reads • Up to 3h run time Often used in combination with Illumina sequencing 10/10/2014
  • 34.
    What is nextgeneration sequencing? 34 PacBio sequencing • Pros • No PCR • Very long reads • No problems with high GC content • Can detect nucleotide modifications (e.g. methylation) • Cons • High error rate, but expected to improve 10/10/2014
  • 35.
    What is nextgeneration sequencing? 35 Presentation outline • Sanger sequencing (1977 – present) • Next generation sequencing (2005 – present) • 454 • Illumina • Ion Torrent • 3rd generation sequencing (2011 – present) • PacBio or SMRT sequencing • Oxford Nanopore • Sequencing @ ILVO PCR based Single molecule 10/10/2014
  • 36.
    What is nextgeneration sequencing? 36 Oxford nanopore sequencing 10/10/2014
  • 37.
    What is nextgeneration sequencing? 37 Oxford nanopore sequencing 10/10/2014 • MinION portable sequencer • Currently a beta version is being tested in 500 selected labs • Accuracy: 60-85% • First reports on read lengths: up to 79000 bases! • Under development • GridION • PromethION
  • 38.
    10/10/2014 What isnext generation sequencing? 38 Presentation outline • Sanger sequencing (1977 – present) • Next generation sequencing (2005 – present) • 454 • Ion Torrent • Illumina • 3rd generation sequencing (2012 – present) • PacBio or SMRT sequencing • Oxford Nanopore • Sequencing @ ILVO
  • 39.
    Animal Sciences Cattle, Pig and SmallAnimal Husbandry Fisheries and Aquatic Production Marine Environment and Quality Plant Sciences Crop Protection Growth and Development Applied Genetics and Breeding Crop Husbandry Technology and Food Science Agricultural Engineering Product Quality and Innovation Food Safety Social Sciences Agricultural and Farm Development Rural Development ILVO What is next generation sequencing? 3910/10/2014
  • 40.
    Plant Sciences Crop Protection Growth and Development Applied Geneticsand Breeding Crop Husbandry Sequencing @ ILVO What is next generation sequencing? 4010/10/2014 Whole genome shotgun (WGS) sequencing Plant pathogens, mainly bacteria Amplicon sequencing (16S rRNA) Bacterial populations in soil Transcriptome sequencing Azalea, perennial ryegrass Targeted resequencing Perennial ryegrass Genotyping-by-sequencing (GBS) Perennial ryegrass, Phytophthora oomycetes
  • 41.
    Sequencing @ ILVO Whatis next generation sequencing? 4110/10/2014 Animal Sciences Cattle, Pig and Small Animal Husbandry Marine Environment and Quality Fisheries and Aquatic Production Amplicon sequencing (16S rRNA) Bacterial populations in: - Cow rumen - Marine environments (water, sediment, litter) Whole genome shotgun sequencing (metagenomics) - Pig gut (antibiotics resistance genes) - Marine environments (plastic litter) Genotyping-By-Sequencing (GBS) Comb jelly
  • 42.
    What is nextgeneration sequencing? 42 Sequencing @ ILVO www.ilvogenomics.be 10/10/2014
  • 43.
    Questions? WIV-ISP workshop 10/10/2014 Institutefor Agricultural and Fisheries Research Plant Sciences Unit www.ilvo.vlaanderen.be Agriculture and Fisheries Policy Area annelies.haegeman@ilvo.vlaanderen.be