Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3...

20
Development and application of an in vitro human neural crest cell migration assay Johanna Nyffeler, PhD student, University of Konstanz, Germany

Transcript of Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3...

Page 1: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Development and application of an in vitro

human neural crest cell migration assay

Johanna Nyffeler, PhD student, University of Konstanz, Germany

Page 2: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Outline

1. Introduction

2. Develop a NCC migration assay

suitable for high throughput

3. Application of the assay:

Screen of a compound library

2

Page 3: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

What are neural crest cells (NCCs)? 3

Gammill et al., 2003

Knecht et al., 2002

Migration

Delamination from

the neural tube

Differentiation into several cell types: - enteric neurons

- sensory neurons

- cartillage & bone

- melanocytes

- …

Neural crest cells

Proliferation

Page 4: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Consequences of disturbed NCC function:

Neurocristopathies 4

Migration

Proliferation

Hirschsprung‘s disease: - enteric neurons missing

- genes: RET, EDN3

Treacher-Collins syndrome: - craniofacial malformations

retinoic acid

ethanol

triazole fungizides

cyclopamine

Establish a test system for

- screening

- mechanistic exploration

Generation of neural crest cells from human pluripotent stem cells

Giorgia Pallocca

Page 5: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Goal: „Ring Assay“

• low throughput - varying scratch widths

- manual image acquisition

5

Zimmer et al. 2012

MINC assay cMINC assay

• high throughput - experimenter-independent

- automated image aquisition

Page 6: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Assay Development 2.

ALTEX. 2017;34(1):75-94

Page 7: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Assay Principle 7

day -1 day 0 day 2

6.35 mm

2 mm

Calc

ein

C

alc

ein

viability

measure

migration

measure

stopper

cytotoxic

specific effect

on migration

Page 8: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Assay setup with controls: 8

endpoint-specific control known positive control

“24 h“ assay able to detect specific NCC migration-inhibition

48 h

24 h

Page 9: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Testing new compounds 9

specific unspecific proliferation-inhibitor

new „hits“ identified

proliferation as

confounding factor

Page 10: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Proliferation in the 24 h setup 10

compounds from group III

Page 11: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Prediction Model 11

EC90V/EC90M

taxol 24

CdCl2 8.3

PCB180 6.6

LiCl 4.8

AraC 3.9

CytoD 3.6

retinoic acid 3.1

As2O3 2.8

acrylamide 2.7

staurosporine 2.6

colchicine 2.1

aphidicolin 2.0

AgNO3 1.5

MG-132 1.5

triton X-100 1.4

L-homocysteine 0.98

EC90V/EC75M

taxol 4.79

CdCl2 4.60

PCB180 4.43

LiCl 2.31

retinoic acid 2.20

CytoD 2.13

As2O3 1.51

acrylamide 1.50

colchicine 1.37

staurosporine 1.11

triton X-100 1.06

AgNO3 1.05

L-homocysteine 0.70

MG-132 0.69

AraC 0.43

aphidicolin 0.23

Migration inhibition at

EC90V [%]

PCB180 91.0

retinoic acid 66.9

CdCl2 56.6

LiCl 55.3

CytoD 53.4

taxol 49.6

As2O3 40.9

colchicine 40.4

acrylamide 39.9

triton X-100 29.6

AgNO3 27.6

staurosporine 27.6

AraC 17.9

MG-132 16.9

aphidicolin 13.7

L-homocysteine 9.3

endpoint-specific control

positive control

unspecific compound

Viability ≥ 90% and migration < 75%

Page 12: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Conclusion part ‚Assay setup‘

• advantages of the cMINC assay:

o experimenter-independent

o software for automated image analysis

o high reproducibility

o medium to high throughput

• broad set of compounds tested: tool compounds, positive controls, negative controls, etc...

• special focus on proliferation

• preliminary prediction model

12

Page 13: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Application: Screening 3.

Arch Toxicol. 2017, in press

Page 14: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Procedure 14

flame retardants 12

pesticides 17

drug-like compounds 15

polycyclic aromatic

hydrocarbons 17

industrial chemicals 9

negative controls 5

Screening cMINC assay

single concentrations

viability > 85% AND

migration < 80%

NO

Hit confirmation testing

concentration-response curves

YES

viability > 90% AND

migration < 75% NO

YES

compound

is

„negative“

compound is

a

„positive hit“

Follow-up assays

„NTP80-list“ (75 compounds)

Page 15: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Screening

15

26/75 potential positive compounds

Page 16: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Hit Confirmation

• 23 of 26 compounds confirmed

• hits fall all into 3 classes: - 10 flame retardants

- 7 pesticides

- 6 drug-like compounds

• many halogenated compounds

i.e. organochlorines

16

Page 17: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Follow-up assays 17

Transwell migration Manual cell tracking

all compounds confirmed

but not identical results

Page 18: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Conclusion part ‚Screening‘

• assay suitable for a screening

• new migration-inhibiting compounds detected especially organochlorine and organophoshorous compounds

• compounds confirmed in other migration assays

18

Page 19: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Take home messages

1. NCCs are an embryonic cell type &

target of developmental (neuro)toxicants

2. NCC migration can be assessed in vitro

3. cMINC assay is promising to screen for D(N)T compounds

4. Be careful when setting up an assay!

- use positive and negative controls

- confounding factors (i.e. proliferation)

5. different assays test for different biological processes

19

Page 20: Development and application of an in vitroPrediction Model 11 EC90 V /EC90 M taxol 24 CdCl 2 8.3 PCB180 6.6 r LiCl 4.8 AraC 3.9 CytoD 3.6 retinoic acid 3.1 As 2 O 3 2.8 As acrylamide

Marcel Leist

Tanja Waldmann

Christiaan Karreman

THANK YOU!

Xenia Dolde

Heidrun Leisner

Giorgia Pallocca

Alice Krebs