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14 July 2017 P1789-P-153 v0.3 Finding needles in haystacks A high-throughput platform for genetic construct screening Richard Hammond Synbio control engineering conference 17 July 2017

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Page 1: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3

Finding needles in haystacks

A high-throughput platform for genetic construct screening

Richard Hammond

Synbio control engineering conference 17 July 2017

Page 2: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 2

Who we are

Technology consultants and product developers

Page 3: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 3

What we do

From start-ups to multinationals – engineering biology

Business strategy

Wetware development

R+D processes and tools

Manufacture processes

Page 4: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 4

Characterisation platform need

Massively-ParallelMultiplexed Microfluidic Assays

Microfluidic droplet-based

Page 5: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 5

Characterisation platform need

Wetware development – microorganisms as biosensors

Hexavalent chromium detection in water

Cr concentration

Ou

tpu

t si

gnal

Dynamic range

Limit of detection

Sensitivity

Saturation limit

B0034 T0002chrB

p_chrBR0040 [E.coli]ElvJ L3S2P21B0034RiboJ YFP

Page 6: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 6

Separate into drops < 1

tranformant / drop

DROPLETS

Culture and let

transformed cells grow

Screen and separate

transformed cells

Competent cells and DNA post transformation

(Millions)

Waste

Array out cells from store

and expose to analyte

(~10,000)

Incubate cells to get

response

ARRAYED

Measure response and compare to requirement

Put transformed

cells into store(~1000)

Choose cells with best

performance

[]

Res

po

nse

Desired response

Characterisation platform answer

Next-generation characterisation platform concept

Page 7: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 7

Characterisation platform – selection and characterisation

Droplet-based selection: high speed, sequential process

Poisson distribution – cells / drop = 1/htransformation

Dropletize, grow out, select

Array-based characterisation: low speed, parallel process

Highest possible density (experiments / unit area)

Simple method of exposing cells to analyte

Fourier-transform

spectrometer

50k drops/second

Droplet arraying

system

Page 8: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 8

Miniaturised characterisation

300µm

60µm

12mm

16m

m

Miniaturisation of characterisation assay

Use of microarray spotting techniques to deposit ~10nl of bacterial

culture onto ultra-flat agar substrate containing analyte

Initial efforts focused on 8x12 (x96) sample grid to replicate

microplate assays, ran with continuous sampling in plate reader.

Compare ‘micro-colony’ device performance on agar to liquid

culture characterisation assay in 96-well plate

1.5mm

o/n growth

Page 9: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 9

Miniaturised characterisation

Macro-scale fluorescence detector and ultra-flat agar

Custom-built optics to give

required field of view

Custom-built moulds for agar

pouring

– Defined location in X and Y

– Defined height

– Mould glued to glass slide

below, avoid bubbles through

air bleed

– Scrape second slide as knife-

edge across the top of the

mould

Page 10: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 10

Miniaturised characterisation

Repeatable pinning out… and sectoring of colonies

Sample

GFP single-channel constructs#1 #2 #3

ColonyColony Colony

Device #1

Device #2

Device #3

Page 11: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 11

Miniaturised characterisation

Analyte-in-agar; IPTG induction of pTAC-YFP system

Reference Standard (Rows 1 & 8);

pCC-1789-116 (Rows 2,4,5,7);

pCC-1789-232 (Rows 3 & 6);

-ve

Co

ntr

ol

1u

M

10u

M

50u

M

pCC-1789-232 (Row 1)

pCC-1789-116 (Row 2);

Reference Standard (Row 3);

Page 12: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 12

Miniaturised characterisation

Analyte-in-agar; IPTG induction of pTAC-YFP system

-ve Control 1uM 10uM 50uM 100uM

Reference Standard (Column 1); pCC-1789-116 (Column 2); pCC-1789-232 (Column 3)

Page 13: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 13

Miniaturised characterisation – data analysis

Algorithm for extracting dose response (1mM data shown)

Calculate local maxima of DI

Raw image

ID Find edgesCreate watershed map, filter to find

circles

Align centres to known 12 x 8 array,

fill in gaps

Colony intensity

Normalise for background

1 2 3 4 5

1

2 3

2 4 4

5

Page 14: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 14

Miniaturised characterisation – data analysis

Dose response data

Reference Standard

(row 0, 7)

pCC-1789-116

(Row 1, 3, 5, 6)

pCC-1789-232

(Row 2, 4)

The technique provides repeatable measurement of dose response from

multiple colonies

Page 15: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 15

Miniaturised characterisation – next steps

We intend to push this technique further

Comparison to liquid assay in plate reader

– Demonstrate comparable response and limit of detection

Ratiometric measurement

– Two fluors, one controlled by a standard constitutive promoter, one by the

genetic circuit of interest

– Normalise out common-mode noise

– Characterise deltas through genetic circuit variation only

High-throughput massively parallel characterisation then supports methods

such as automated parameter inference to characterise and measure genetic

circuits accurately

Page 16: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3 16

A high-throughput platform for genetic construct screening

Many thanks to the team

Rodrigo

Zapiain

James

Brown

Sam

Pooley

Tom

Collings

Sara

Dodd

Doug

O’Rourke

Alan

Sanders

This work was self-funded by CCL. Patent application number 1709413.7

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Page 17: Finding needles in haystacks - University of Oxfordsysos.eng.ox.ac.uk/wiki/images/a/ae/P1789-P-153_v0.3.pdf · 2017-08-08 · Finding needles in haystacks A high-throughput platform

14 July 2017 P1789-P-153 v0.3

UK

Cambridge Consultants is part of the Altran group, a global

leader in Innovation. www.Altran.com

www.CambridgeConsultants.com

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