+ All Categories
Home > Documents > DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017...

DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017...

Date post: 11-Oct-2020
Category:
Upload: others
View: 1 times
Download: 0 times
Share this document with a friend
62
DepthOfCoverage Genetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine [email protected]
Transcript
Page 1: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

DepthOfCoverage Genetics for Dummies 2017

NGS I - History and Technologies

Robert Kraaij

Department of Internal Medicine

[email protected]

Page 2: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Things to be addressed

Sanger sequencing: how it began

NGS: many short reads that might contain errors

Third generation sequencing: now available!

Page 3: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

What will NGS bring us?

RFLP

TaqMan

Array

Array and Imputation

Regional Sequencing

Full Genome Sequencing

Page 4: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Overview

• First Generation: Sanger sequencing

• Next (Second) Generation

• Third Generation

Page 6: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

1970: HindII the First Restriction Enzyme

Hamilton O. Smith

- T T C G A A - 3’- -5’

- A A G C T T - -3’ 5’-

from wikipedia.org

isolation of clonal DNA fragments

Page 7: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

1977: Maxam & Gilbert Sequencing

Walter Gilbert

from wikipedia.org

Page 8: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Maxam & Gilbert Sequencing

G G+A C+T C

Page 9: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl
Page 10: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

1977: Sanger Sequencing

Frederick Sanger

from wikipedia.org

Page 11: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Sanger Sequencing

Page 12: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Sanger Sequencing

Page 13: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Sanger Sequencing

Page 14: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

G C A T

Sanger Sequencing

Page 16: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Sanger sequencing landmarks

from wikipedia.org

• 1977 bacteriophage φX174 5.4 kb

• 1984 Epstein-Barr virus 170 kb

• 1995 Haemophilus influenzae 1.8 Mb

• 2001 Human 3 Gb

Page 17: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

June 26th, 2000: working draft, 95% gesequenced

April 14th, 2003: finished: 99% gesequenced.

Costs: $ 2.7 billion (instead of $ 3 billion)

Timing: 1990 - 2003 (instead of 2005)

Bill Clinton Tony Blair Craig Venter Francis Collins

The Human Genome Project

Page 18: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Overview

• First Generation: Sanger sequencing

• Next (Second) Generation

• Third Generation

Page 19: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Next Generation: Roche 454

Page 20: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Roche 454

• fragment DNA

• clonal amplification

on bead by emPCR

• load beads in

PicoTiterPlate

• sequencing-by-

synthesis

Page 21: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Roche 454

• fragment DNA

• clonal amplification

on bead by emPCR

• load beads in

PicoTiterPlate

• sequencing-by-

synthesis

micro-reactors

water-in-oil

emulsion

Page 22: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Roche 454

• fragment DNA

• clonal amplification

on bead by emPCR

• load beads in

PicoTiterPlate

• sequencing-by-

synthesis

Page 23: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Roche 454

• fragment DNA

• clonal amplification

on bead by emPCR

• load beads in

PicoTiterPlate

• sequencing-by-

synthesis

A

Page 24: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Roche 454

• fragment DNA

• clonal amplification

on bead by emPCR

• load beads in

PicoTiterPlate

• sequencing-by-

synthesis

A G C T etc.

Page 25: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Roche 454

• fragment DNA

• clonal amplification

on bead by emPCR

• load beads in

PicoTiterPlate

• sequencing-by-

synthesis

A A A T C G G G G G C A

Page 26: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Next Generation: Ion Torrent

Page 27: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Ion Torrent

• fragment DNA

• clonal amplification

on bead by emPCR

• load beads on chip

• sequencing-by-

synthesis

Page 28: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Ion Torrent

• fragment DNA

• clonal amplification

on bead by emPCR

• load beads on chip

• sequencing-by-

synthesis

A

Page 29: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Ion Torrent

• fragment DNA

• clonal amplification

on bead by emPCR

• load beads on chip

• sequencing-by-

synthesis

T G A C etc.

Page 30: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Ion Torrent

• fragment DNA

• clonal amplification

on bead by emPCR

• load beads on chip

• sequencing-by-

synthesis

A A A T C G G G G G C A

Page 31: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Next Generation: Illumina

Page 32: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Sequencing Workflow

DNA

isolation

Library

preparation Sequencing

Data

analysis

Page 33: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Sequencing Workflow

DNA

isolation

Library

preparation Sequencing

Data

analysis

Page 34: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Sequencing Workflow

DNA

isolation

Library

preparation Sequencing

Data

analysis

Page 35: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Illumina sequencing

• fragment DNA

• clonal amplification

on flowcell by bridgePCR

• sequencing-by-synthesis

Page 36: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Bridge amplification

Page 37: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Illumina sequencing

• fragment DNA

• clonal amplification

on flowcell by bridgePCR

• sequencing-by-synthesis

Page 38: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Sequencing by synthesis

HP1 primer anneals to adapter

Page 39: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Sequencing by synthesis

Page 40: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

A + C + T + G

Sequencing by synthesis

Page 41: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

A A A T C G G G G G C A

Sequencing by synthesis

Page 42: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Sequencing by synthesis

Page 43: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Per Cycle Imaging

Page 44: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

G A T C

Per Cycle Imaging

Page 45: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

MiniSeq MiSeq NextSeq500 HiSeq2500

2 x 150 b 2 x 300 b 2 x 150 b 2 x 125 b

6.6 Gb 13 Gb 100 Gb 450/900 Gb

22M clusters 22M clusters 0.4B clusters 2B/4B clusters

1 day 3 days 1 day 6 days

50k$ 100k€ 250k€ 700k$

4250 $/WG 3500 $/WG

Illumina: Normal flow cell technology

Page 46: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

HiSeq4000 HiSeqX Five HiSeqX Ten NovaSeq6000

2 x 150 b 2 x 150 b 2 x 150 b 2 x 150 b

0.65/1.3 Tb 0.8/1.6 Tb 0.8/1.6 Tb 0.85/1.7 Tb

2/4 B clusters 2.5/5 B clusters 2.5/5 B clusters 2.8/5.6 B clusters

4 days 3 days 3 days 2 days

900k$ 5 x 1.2M$ 10 x 1M€ 1M€

2500 $/WG 1500 $/WG 1000 $/WG 1200 $/WG

Illumina: Patterned flow cell technology

Page 47: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Illumina: Patterned flow cell technology

Patterned flowcell

Billions of nanowells

Extreme high density

No overlapping clusters

Special polymerase?

Page 48: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Illumina Whole Genome Sequencing p

rice p

er

wh

ole

gen

om

e (

$)

5,000 -

10,000 -

0 -

price per system

MiSeq

10,000$

NextSeq

4,250$ HiSeq2500

3,500$ HiSeq3000/4000

2,500$

HiSeqX Five

1,500$ HiSeqX Ten

1,000$

Page 49: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Overview

• First Generation: Sanger sequencing

• Next (Second) Generation

• Third Generation

Page 50: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Third generation sequencing =

single molecule sequencing

Page 51: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Third Generation: PacBio

RS

Sequal

Page 52: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

• no DNA amplification

• real-time imaging of

DNA polymerase

• sequencing-by-

synthesis

PacBio

Page 53: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

SMRT technology

Library prep

Circular DNA

SMRT cell

Page 54: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

SMRT technology

>10kb reads

1 Gb output

Better chemistry

De novo assembly

Haplotyping

Variant calling

Posted February 10, 2014

The Genomics Resource Center

University of Maryland

http://www.igs.umaryland.edu

Page 55: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Third Generation: Oxford Nanopore

Page 56: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Oxford Nanopore

Page 57: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Oxford Nanopore

Page 58: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Oxford Nanopore

Library prep

1D or 2D reading

>100kb reads

Not many reads

Page 59: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Oxford Nanopore

6 bases in pore

6x base calling

Caller development

Community

Not ready yet

“Illumina in 2007”

Big improvement 2017

Page 60: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Oxford Nanopore

Page 61: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl
Page 62: DepthOfCoverage Genetics for Dummies 2017 slides R… · DepthOfCoverageGenetics for Dummies 2017 NGS I - History and Technologies Robert Kraaij Department of Internal Medicine r.kraaij@erasmusmc.nl

Things to Remember

Next Generation Sequencing techniques will allow

to interrogate every single base in a genome

Sanger Sequencing is the first generation of

sequencing which is based on chain termination

emulsionPCR is a PCR technique that allows to

perform millions of PCR reactions in one tube

bridgePCR: ditto on a flowcell

NGS: many short reads that contain errors


Recommended