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From parts-based synthetic biology to genome engineering Dr Tom Ellis Centre for Synthetic Biology and Innovation Department of Bioengineering Imperial College London

From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

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Page 1: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

From parts-based synthetic biology to genome engineering

Dr Tom Ellis

Centre for Synthetic Biology and Innovation Department of Bioengineering

Imperial College London

Page 2: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

BIOS is an international centre for research and policy on social aspects of the life sciences and biomedicine.

Page 3: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Centre for Synthetic Biology and Innovation (CSynBI: April 2010 - )

• Co-Directors – Prof. Richard Kitney (Biologic, biosensors, CAD tools)

– Prof. Paul Freemont (Biosensors, part characterisation)

• Academics in the Centre – Prof Nik Rose (Responsible Innovation and society)

– Dr Geoff Baldwin (Directed evolution, DNA assembly)

– Dr Travis Bayer (Metabolic engineering and biocatalysis)

– Dr Guy-Bart Stan (Biomodelling analysis and control)

– Dr Tom Ellis (DNA assembly, gene networks and genomes)

– Dr Claire Marris (Responsible Innovation and society)

– Dr Karen Polizzi (Biosensors for bioprocessing)

40+ researchers from interdiscplinary backgrounds

Page 4: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

CSynBI collaborations and network

BBSRC SynBioStandards network

Flowers Consortium for Synthetic Biology University of Edinburgh University of Newcastle University of Cambridge Kings College London

Member of the EU FP7 Standards

LSE

BIO

S

Edi

n

CSB

New

CB

CB

Ca

mb

IC

Csy

nBI

USA

Berkeley

Stanford

MIT

Harvard

North

Western

BU

EU

ETHZ

TUM

CNRS France

CSIC Spain

ETH

Asia

NTU

NUS

Beijing

Page 5: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Ellis Lab: iGEM and Synthetic Biology

Page 6: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

iGEM shows us what Synthetic Biology could do

http://www.facebook.com/IgemMemes

Page 7: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Ellis Lab: nuts and bolts for Synthetic Biology

• Application-Scale synthetic biology (Apps) – Promoter libraries for gene expression regulation

– Rational synthesis of new biological parts

– Accurate characterisation of regulatory parts

• Genome Engineering Projects (OS) – Synthetic Yeast (Sc2.0)

– Designing and evolving genomes for applications

YEAST, E.COLI, BACILLUS AND THERMOPHILES

Page 8: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Humans – 20,000 genes

Gene regulation encodes complexity

Nematodes – 19,000 genes ENCODE Project 2012 – Human Genome contains “4 Million Switches”

Page 9: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Nature Biotech - April 2009 Work with Jim Collins (BU) and Xiao Wang (now ASU faculty)

Custom design of gene networks from parts

Timer network Two competing genes + reporter gene Constructed in yeast cells Prototype characterised and modelled

Page 10: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Gene networks - shaped by regulatory parts

mutate, select, measure

input data predictive model

3 promoter ‘nodes’, 20 promoters per library = 8000 possible networks Predictable custom gene networks with diverse reset times

Page 11: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Rational synthesis of new regulatory parts

Forward engineering of diverse promoter libraries from a short, simple ‘backbone promoter’ (PFY1p)

2009 GAL1-based libraries: still dependent on Gal / Glu regulation

relatively long parts with homology

Page 12: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Scanned available bioinformatics data to identify very ‘stable’ yeast promoters Candidates for natural constitutive promoters

B Blount et al (2012) – PloS One

Rational synthesis of new regulatory parts

Page 13: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

ADH1p mCV = 0.293 712 bp

BIO2p mCV = 0.795 383 bp

CHO1p mCV = 0.691 260 bp

CIT2p mCV = 0.507 CYC1p mCV = 0.671 416 bp

PFY1p mCV = 0.326 203 bp

Expression of GFP from 6 selected promoters assessed by 96-well flow cytometry Tested in different growth conditions (carbon source), single-copy integrations

B Blount et al (2012) – PloS One

Rational synthesis of new regulatory parts

Page 14: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

yEGFP REB1P

Selected promoter - PFY1p - 150 to 200 bp long No TATA box – instead just a long poly(dT) stretch (bend in DNA) Only TF site is for REB1P, next to bend in DNA Bend in DNA may mimic TFIID role giving constitutive expression

• Profilin – housekeeping gene

• Actin-binding protein involved in cytoskeleton turnover

• See Angermayr et al. 2003

B Blount et al (2012) – PloS One

Rational synthesis of new regulatory parts

Page 15: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

PFY1p is a medium-strength promoter

4^48 combinatorial space B Blount et al (2012) – PloS One

Rational synthesis of new regulatory parts

Page 16: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Rational design based output of 38 sample sequences: (4^48 space) QSAM tools - J Jonsson et al. NAR 1993

Unpublished work - Anna Kress, Ben Blount and Tom Ellis with DNA2.0

Rational synthesis of new biological parts

DNA2.0 designed

Page 17: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

yEGFP REB1P

TetR

Otet

Sequence-specific binding to core promoter region blocks PIC assembly and represses transcription initiation Can be done by adding operators (e.g. Otet)

Adding regulation into simple promoter Blocking core promoter gives repression

B Blount et al (2012) – PloS One

Rational synthesis of new regulatory parts

Page 18: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Synthetic inverter (NOT) gene network - tunable using ATc/Dox

B Blount et al (2012) – PloS One

Rational synthesis of new regulatory parts

Page 19: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Independent wires essential for synthetic regulation

Genetic regulation uses transcription factors as wires, promoters as nodes To avoid cross-talk (short circuiting) non-native ‘wires’ are required e.g. LacI, TetR Few of these are orthogonal TFs are available, limiting design complexity

Synthetic Biology The Cell

Page 20: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Custom Repression with designer TALORS

Cermak et al. 2011 NAR Methods Online

TAL-effectors are reconfigurable DNA-binders TALEN – customisable nucleases TALEs – customisable activators (plant, mammal) TALOR = TAL Orthogonal Repressor

Page 21: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

yEGFP

REB1P

TALORs

Scalable, orthogonal regulation Almost unlimited new independent wires for gene regulatory networks

B Blount et al (2012) – PloS One

Rational synthesis of new regulatory parts

Page 22: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Next-generation synthetic gene networks Timothy K Lu, Ahmad S Khalil & James J Collins

Nature Biotechnology 27, 1139 - 1150 (2009)

Adaptive Learning Networks: e.g. associated memory Intelligent Biosensors: e.g. navigating bacteria

Part libraries for advanced biological Apps

Page 23: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Engineering and characterisation of essential regulatory parts for Syn Bio

S. cerevisiae Yeast • Constitutive Promoters • Programmable Transcription Factors • Protein Degradation Tags • Nuclear Localisation Sequences Thermophile Bacteria • Constitutive Promoters • Sugar-responsive Transcription Factors • New plasmid systems E. coli Bacteria • Measuring and predicting cellular cost • Live measurement of transcription • Custom designed plasmid vectors

Page 24: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

New characterisation technologies

Rhys Algar, Georgious Pothoulakis, Guy-Bart Stan and Tom Ellis - unpublished

2. Live measurement of mRNA levels

Jaffrey Lab Spinach RNA

T7 promoter

RBS AUG STOP

DFHBI

T7 RNA P

Green Fluorescence

Red fluorescence

IPTG

rbs mRFP1

Terminator

Spinach

Natural Cell Synthetic Biology

DNA

RNA

Protein

Product

Nucleotides Polymerases

Ribosomes Amino Acids

Metabolites

Energy

Ho

st Ge

no

me

1. Live measurement of expression cost

Page 25: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

0

100

200

300

400

500

600

Spinach mRFP-Spinach (very weak rbs)

mRFP-Spinach (weak rbs)

mRFP-Spinach (average rbs)

mRFP-Spinach

Flu

ore

sce

nce

inte

nsi

ty

(Arb

itra

ry U

nit

s)

Red fluorescence measurement

No DFHBI

DFHBI

0

10

20

30

40

50

60

Spinach mRFP-Spinach (very weak rbs)

mRFP-Spinach (weak rbs)

mRFP-Spinach (average rbs)

mRFP-Spinach Flu

ore

sce

nce

inte

nsi

ty

(Arb

itra

ry U

nit

s)

Green fluorescence measurement

No DFHBI

DFHBI

New characterisation technologies

Page 26: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Beyond ‘Apps’ to ‘OS’ Synthetic Biology: Genome Engineering

How do we link genome synthesis work with parts-scale synthetic biology?

Synthetic Biology’s grand challenge

A designed parts-based genome

Page 27: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Flagfeldt et al. Yeast 2009

YEAST

Gene expression has been shown to be significantly affected by genomic location

How can we understand genome writing rules?

E. COLI

Promoter behaviour is dependent on the location of the promoter within the genome

mArray RNAseq g-YFP Plasmid

mArray 0.431 0.220 0.149

RNAseq 0.431 0.292 0.203

g-YFP 0.220 0.292 0.042

Plasmid 0.149 0.203 0.042

Zhu and Ellis. Unpublished

Page 28: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Sc2.0 - Yeast Genome Engineering

Prof. Jef Boeke, Johns Hopkins University, USA Project = Synthetic Yeast 2.0 http://biostudio.bme.jhu.edu/sc2/

A major international project now in 4 countries: USA, China, UK and India

Jessica S. Dymond et al. Synthetic chromosome arms function in yeast and generate phenotypic

diversity by design. Nature, 2011; DOI: 10.1038/nature10403

Page 29: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Replacing native sequence with synthetic in yeast

Reiterative Recombination Method Requires two selectable markers Makes use of yeast’s ability to recombine matching sequences SERIAL process

Page 30: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and

at synthetic landmarks. This generates the SCRaMbLE toolkit. • LoxPsym sites are cut and moved around by Cre Recombinase • SC2.0 has inducible Cre expression. Add oestradiol = whole genome shuffle

Automatic refactoring of

genome – un-needed genes

will be lost

Sc2.0 - Yeast Genome Engineering

Page 31: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

UK Chromosome SynChr XI – 0.67 Mbp

Sc2.0 - Yeast Genome Engineering

Page 32: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

How does location matter for construction of gene networks and pathways?

Evolution of DAL cluster in yeasts

Genome writing rules for applications

Page 33: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Gene layouts for novel Secondary Metabolism

Antibiotic Production + Sc2.0 Genome

1. Penicillin Biosynthesis encoded into synthetic yeast chromosomes

2. Modular re-factoring of Prodigiosins pathways with combinatorial assembly

Page 34: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at

Benjamin Blount Dejana Jovicevic Tim Weenink Arturo Casini Anna Kress Yaksha Novicic Ben Reeve Jiayue (Nina) Zhu Alex Webb Rhys Algar Ollie Wright Wei Pan Nicolas Kylilis Piotr Fabr Elena Martinez-Klimova Georgios Pothoulakis

Alumni

Fabio Chizzolini Charles Fracchia Serge Vasylechko

Collaborators

Geoff Baldwin Guy-Bart Stan David Leak Paul Freemont Dick Kitney Tony Cass James MacDonald Jef Boeke Joel Bader Yizhi Cai BGI Genomics BioBricks Foundation

Page 35: From parts-based synthetic biology to genome engineering · Automated refactoring of genomes • Symmetrical loxP sites inserted in the 3’UTR of all non-essential genes, and at