Multiplexing resazurin reduction, spheroid volume ...

2 downloads 0 Views 2MB Size Report
FRAME Lab. Martin Garnett. Cameron Alexander. David Walker. Marianne Ashford. Paul Gellert. Terry Parker. Presented at 3D Cell culture 2014. Freiburg ...
Multiplexing three methods for spheroid viability determination in high-throughput Delyan Ivanov

Overview

Introduction

3D Cell Culture

Validation

• Medulloblastoma • Local delivery to the brain • Tumour spheroids • Stem cell neurospheres • Multiplexing assays • Etoposide exposure

Medulloblastoma

Most common malignant brain tumor in childhood Therapy – surgery and radiation, survival 75% Radiotherapy lowers IQ, causes growth and endocrine problems

Difficulties with education, independence, employment, driving, dating

Postsurgical nanoparticle delivery Drug-loaded nanoparticles Residual Tumor tissue Gel/foam carrier formulation

Nanoparticles (NPs) loaded with anticancer drugs Placed in the cavity after surgery to kill residual cancer cells Selective uptake by tumor cells leaving brain tissue intact

Inception of project

Selective uptake of NPs into tumors in 3D Weina Meng (2007), PhD Thesis, University of Nottingham

Safety and efficacy in brain cancer therapy

Stem cell neurosphere

Tumor spheroid

Safety

Efficacy

Neural stem cells

UW228 Tumor cells:

Human fetal brain tissue

Human medulloblastoma

Proliferating part of brain

Invading cancer cells

Difficulties in 3D cell culture

Reproducibility – size is hard to control

Manual sorting- low speed, low throughput

User-friendly 3D screens

Seed cell suspension

Ultra low attachment plate

Vinci M, BMC Biology 2012,10:29

User-friendly 3D screens

Seed cell suspension

Spheroid formation

Ultra low attachment plate

Spheroid ready for analysis

Reproducible

diameter from 100 to 900µm with CV 3-10%

Fast

form dense spheroids in 72h

Analysis-friendly measure fluorescence and absorbance directly in plates Vinci M, BMC Biology 2012,10:29

96-well format

Single spheroids per well

Shows safety and efficacy

Stem cell neurospheres – normal tissue

Reproducible

Tumor spheroids- cancer

The ideal 3D assay Convenient protocol

Cheap

Validated Compatible with standard equipment

Multiplexable

Multiplexing cell viability assays

Volume

• Non-destructive • Label-free • Automated ImageJ macro • Assumes constant cell number to volume ratio

Resazurin Metabolism • Non-destructive • Multiplexing • Metabolism gradient • Diffusion issues

Acid phosphatase* (APH)

• Destructive • Phosphatase enzyme activity • Final assay due to cell lysis

*Friedrich, J Biomol Screen. 2007; 12(7):925-37.

Image analysis in high-throughput

FiJi- ImageJ distribution

Statistical analysis

Folders of images

Noise reduction

Multiple parameters

Quality control

Seeding density optimisation

APH

Volume

Resazurin Cell count

Spheroids of different size

Seeding density optimisation

APH

Volume

Resazurin Cell count

Spheroids of different size

Seeding density optimisation

APH

Volume

Resazurin Cell count

Spheroids of different size

Seeding density optimisation UW cells E x p e r im e n t 1

0 .8

Z -fa c to r

E x p e r im e n t 2

0 .4

E x p e r im e n t 3 E x p e r im e n t 4

0 .0

E x p e r im e n t 5 E x p e r im e n t 6

-0 .4

E x p e r im e n t 7

-0 .8

1

0 1

0

0 1

0

0

0 5

0 0 0 0 0 10

0

S e e d in g c e ll n u m b e r

Resazurin

Z  1

Z=0 No separation Z>0.4 Good Separation Z=1 Perfect assay

3 * ( SDsample  SDcontrol ) Meansample  Meancontrol

Zhang, Journal of Biomolecular Screening, 1999

Seeding density optimisation UW cells E x p e r im e n t 1

0 .8

0 .8

0 .8

0 .4

0 .4

E x p e r im e n t 1 E x p e r im e n t 2 E x p e r im e n t 3

20

E x p e r im e n t 4

15

E x p e r im e n t 5 E x p e r im e n t 6

10

E x p e r im e n t 7

5 0 10000

S e e d in g c e ll n u m b e r

100000

C o e ffic ie n t o f V a r ia tio n %

C o e ffic ie n t o f V a r ia tio n %

20 15 10 5 0 1000

10000

S e e d in g c e ll n u m b e r

0 0

0 0 1

APH

80 60 40

100

0

0 1

Volume

80 60 40

1000

S e e d in g c e ll n u m b e r

S e e d in g c e ll n u m b e r

Resazurin

100

0

Z -fa c to r

S e e d in g c e ll n u m b e r

0

0

5 0 1 00 0 0

5

0 0 0 0 0 10

1

0

0

0

0

0

100000

C o e ffic ie n t o f V a r ia tio n %

1

1

0

0

0

1

1

-0 .8

0

0

-0 .8

1

1

0 .0 -0 .4

5 0 1 00 0 0

E x p e r im e n t 7

-0 .8

0 .0 -0 .4

0

E x p e r im e n t 6

0

E x p e r im e n t 5

-0 .4

0

E x p e r im e n t 4

0 .0

0

E x p e r im e n t 3

Z -fa c to r

Z -fa c to r

E x p e r im e n t 2

0 .4

80 60 40 20 15 10 5 0 100

1000

10000

S e e d in g c e ll n u m b e r

100000

Seeding density optimisation NSC cells 0 .8

0 .8

0 .8

1

0

0

0

0 1

0

0 1

S e e d in g c e ll n u m b e r

E x p e r im e n t 2 E x p e r im e n t 3

20

E x p e r im e n t 4

15

E x p e r im e n t 5

10 5 0

S e e d in g c e ll n u m b e r

100000

C o e ffic ie n t o f V a r ia tio n %

C o e ffic ie n t o f V a r ia tio n %

E x p e r im e n t 1

10000

0 1

0

0

0

0 1

0

0

0

0

0

S e e d in g c e ll n u m b e r

Volume

80 60 40

1000

0

S e e d in g c e ll n u m b e r

Resazurin

100

0

APH

80 60 40 20 15 10 5 0 100

1000

0

0

0

0

0

0

0

0

0

1

0

1

0

0

0

1

0

1

1

0

0

1

0

-0 .8

10000

S e e d in g c e ll n u m b e r

100000

C o e ffic ie n t o f V a r ia tio n %

1

-0 .8

-0 .4

0

-0 .8

-0 .4

0 .0

0

-0 .4

0 .0

0

E x p e r im e n t 5

0

E x p e r im e n t 4

0 .4

0

0 .0

0 .4

0

E x p e r im e n t 3

0

E x p e r im e n t 2

0 .4

Z -fa c to r

Z -fa c to r

Z -fa c to r

E x p e r im e n t 1

80 60 40 20 15 10 5 0 100

1000

10000

S e e d in g c e ll n u m b e r

100000

Assay linearity 8

U W V o lu m e

3 .0  1 0

8

2 .0  1 0

8

1 .0  1 0

8

N S C V o lu m e

2 .0  1 0

8

1 .0  1 0

8

V o lu m e  m

V o lu m e  m

3

3

3 .0  1 0

R square

7

2 .0 x 1 0 0

0

10000

20000

0.9299

30000

40000

0

N u m b e r o f c e lls p e r s p h e r o id

A b s o rb a n c e 4 0 5 n m

A b s o rb a n c e 4 0 5 n m

1 .0

0 .5

10000

20000

NSC APH

30000

1 .5

1 .0

0 .5

R square

0.9103

0

40000

U W R e s a z u r in

1000

500

R square

0.8910

0 0

10000 20000 30000 40000 N u m b e r o f c e lls p e r s p h e r o id

20000

40000

60000

80000 100000

N u m b e r o f c e lls p e r s p h e r o id

R e la t iv e f lu o r e s c e n c e u n it s

R e la tiv e flu o r e s c e n c e u n its

N u m b e r o f c e lls p e r s p h e r o id

1500

0.9452

0 .0

0 .0 0

20000 40000 60000 80000 100000

2 .0

R square

0.9761

N u m b e r o f c e lls p e r s p h e r o id

UW APH

1 .5

R square

7

2 .0 x 1 0 0

N S C R e s a z u r in 1500

1000

500

R square

0.8968

0 0

20000 40000 60000 80000 100000

N u m b e r o f c e lls p e r s p h e r o id

Etoposide treatment - tumors A -U W 2 2 8 -3

125

V ia b ilit y %

100

75

R e s a z u r in APH V o lu m e C e ll n u m b e r

50

25

IC50

Resazurin 2.347

APH Volume Cell number 3.081 2.318 0.9886

C

o

[ E to p o s id e ]

0 0 3

1

0

0

0 3

1

0

3 1

.3 0

.1 0

3 .0 0

n

tr o 0 l .0 1

0

Facilitating image analysis Before Wash

After Wash

Etoposide treatment- stem cells B -N e u r a l s te m c e lls 125

V ia b ilit y %

100

75

V o lu m e C e ll n u m b e r

50

25

C

o

[ E t o p o s id e ] , µ M

0 0 3

1

0

0

0 3

1

0

3 1

.3 0

.1 0

3 .0 0

n

tr o 0 l .0 1

0

Etoposide treatment- stem cells B -N e u r a l s te m c e lls 125

V ia b ilit y %

100

75

R e s a z u r in APH V o lu m e C e ll n u m b e r

50

25 IC50-1 IC50-2

Resazurin APH 0.125 0.052 21.878 372.392

Volume Cell number 0.103 0.073 11.614 3.857

C

o

[ E t o p o s id e ] , µ M

0 0 3

1

0

0

0 3

1

0

3 1

.3 0

.1 0

3 .0 0

n

tr o 0 l .0 1

0

Stem cells vs Tumors 3

G r o w t h o f s p h e r o id s

V o lu m e  m

125

100

2 .0  1 0

8

1 .5  1 0

8

1 .0  1 0

8

5 .0  1 0

7

UW NSC

0

V ia b ilit y %

0

2

4

6

8

D a y s a fte r s e e d in g

75

U W V o lu m e N S C V o lu m e

50

*

25

*

C

o

[ E t o p o s id e ] , µ M

0 0 3

1

0

0

0 3

1

0

3 1

.3 0

.1 0

3 .0 0

n

tr o 0 l .0 1

0

Cocultures

Conclusions

Convenient 3D viability methods validated

Volume - closest results to cell counts APH and Resazurin can overestimate viability in stem cells

Formulation with better targeting needed

Future work Stem cell and tumor co-cultures Test drug loaded NPs for selective uptake and cytotoxicity

Acknowledgements

Martin Garnett Cameron Alexander

David Walker Marianne Ashford

Weina Meng Beth Coyle CBTRC

Paul Gellert Terry Parker

FRAME Lab

Presented at 3D Cell culture 2014 Freiburg

Multiplexing Spheroid Volume, Resazurin and Acid Phosphatase Viability Assays for High-Throughput Screening of Tumour Spheroids and Stem Cell Neurospheres