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Drug Studies Using Mouse Models Melinda Hollingshead, D.V.M., Ph.D. Biological Testing Branch Developmental Therapeutics Program Division of Cancer Treatment and Diagnosis NCI

Drug Studies Using Mouse Models - National Cancer Institute

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Page 1: Drug Studies Using Mouse Models - National Cancer Institute

Drug Studies Using Mouse Models

Melinda Hollingshead, D.V.M., Ph.D. Biological Testing Branch

Developmental Therapeutics Program Division of Cancer Treatment and Diagnosis

NCI

Page 2: Drug Studies Using Mouse Models - National Cancer Institute

Why should the taxpayers fund this type of work?

Cancer is the second leading cause of death in America. It accounts for one of every four deaths. More than 565,000 - that’s

more than 1,500 people a day - die annually from cancer. Close to 1.4 million new cases are diagnosed each year. This estimate does not include pre-invasive cancer or the more than 1 million cases of non-melanoma skin cancer expected to be diagnosed annually.

Page 3: Drug Studies Using Mouse Models - National Cancer Institute

Why do we use mouse models?

genetics progression prevention diagnostics therapeutics physiologically complex vs in vitro studies cost effective develop human clinical protocols

To prevent, diagnose and treat human disease

Page 4: Drug Studies Using Mouse Models - National Cancer Institute

What models are available?

Spontaneous Virus-induced Transgenic Knock-out/in Induced/carcinogens Transplanted

Page 5: Drug Studies Using Mouse Models - National Cancer Institute

Spontaneous Models

Natural history is most “normal” Random tumors Difficult to predict occurrence Monitor through lifespan ~ 2 yr in mice Large number of animals may be required

for a small experiment Tumors may be heterogeneous Significant animal holding space needed

These allow the study of the biological history of natural disease. They can be applied to many types of studies.

Page 6: Drug Studies Using Mouse Models - National Cancer Institute

Virus-Induced Models

Classic models of virus-induced leukemia: Rauscher Moloney LP-BM5 Friend

Non-leukemic tumors including: Mammary tumors due to MMTV Thymomas of AKR mice

High tumor occurrence rate Predictable time to tumor development Well-characterized disease states/natural history Do not accurately reflect the natural history of most human

tumors

Early studies of cancer, both as a disease state and for therapeutic intervention, used virus-induced models. These models continue to be applied

in a variety of studies.

Page 7: Drug Studies Using Mouse Models - National Cancer Institute

Transgenic Models

Many available through commercial and collaborative arrangements http://emice.nci.nih.gov/emice/mouse_models http://mouse.ncifcrf.gov/ http://jaxmice.jax.org/query/f?p=205:1:1510299228434659165

Not all patents have expired - check with OTT regarding legalities Remember MTAs are needed to receive or ship material that may

have patent or licensing rights. This also applies to mice. Rate of tumor occurrence may be low Time to tumor occurrence may be difficult to predict Breeding schemes may be complex e.g., 3, 4 or more

intermediate genetic crosses Genetic error(s) are generally well characterized Disease may follow a more natural course e.g., time to

significant tumor burden may more accurately mimic the human; lesions likely relevant to their site of occurrence

Transgenic models aid our understanding of the genetics of cancer and are being pursued as models for intervention.

Page 8: Drug Studies Using Mouse Models - National Cancer Institute

Induced/Carcinogens

Epithelial tumorigenesis 7,12-dimethylbenz[a]anthracene [initiator mutagen] followed by multiple

applications of 12-O-tetradecanoylphorbol-13-acetate [pro-inflammatory]

GI tumorigenesis 1,2 dimethlhydrazine-2-HCl azoxymethane

Sarcoma induction Methylcholanthrene

Lung tumorigenesis nitrosamine 4- (methyl-nitrosamino)-1-(3-pyridyl)-1-butanone

These models aid studies of the local, systemic, and environmental factors that influence tumor susceptibility, growth, and progression.

Page 9: Drug Studies Using Mouse Models - National Cancer Institute

Induced/Carcinogens

Time to tumor development may be variable

Mimics some human diseases very well Requires technical work with known

carcinogenic agents thus special handling/equipment/facilities/training required

Provides the entire natural history of tumor development to study

Page 10: Drug Studies Using Mouse Models - National Cancer Institute

Transplanted Models

Tissue Source Syngeneic - same inbred strain – e.g., B16 tumors

in C57Bl/6 mice Allogeneic - same species, different strain

(genetically diverse) – e.g., M5076 sarcomas in athymic mice

Xenogeneic - different species e.g., human, rat or dog tumors grown in immunocompromised mice

Implant Site Orthotopic Heterotopic

Endpoints

These models are commonly applied in studies of genetics, diagnostics, and medical interventions.

Page 11: Drug Studies Using Mouse Models - National Cancer Institute

Transplanted Models

Easy to control time of tumor occurrence Many tumor types/lines available Well accepted models Do not accurately recapitulate human disease Metastatic lesions are difficult to find Tumor growth rates may preclude multiple

treatment cycles

Page 12: Drug Studies Using Mouse Models - National Cancer Institute

production In vitro studies

efficacy trials

Discovery & Development

New therapy

Pharmacology & toxicology

Page 13: Drug Studies Using Mouse Models - National Cancer Institute

• Human Tumors – Hollow fiber – Subcutaneous – Intravenous – Intraperitoneal – Orthotopic

• Mammary fat pad • Intracranial • Intrarenal • Intrahepatic • Intracecal

• Rodent Tumors – Subcutaneous – Intravenous – Intraperitoneal – Orthotopic – Metastatic – Transgenic – Knock-in/out – Induced – Spontaneous

In Vivo Efficacy Models

Page 14: Drug Studies Using Mouse Models - National Cancer Institute

Issues faced during Efficacy Evaluations

Model Vehicle, formulation, stability Dose, route and schedule Experimental protocol Endpoints

Page 15: Drug Studies Using Mouse Models - National Cancer Institute

What are you assessing? Which type of model is most appropriate? Is the treatment designed to:

impact the tumor chemically, e.g., cytotoxic impact the tumor genetically, e.g., modulator impact the stroma e.g., vasculature impact the immune system act as an adjuvant synergize with known drugs interact with specific proteins

Model Selection

Page 16: Drug Studies Using Mouse Models - National Cancer Institute

Model Selection

A

0

200

400

600

800

1000

1200

1400

1600

1800

22 25 28 31 35 39 43 46 49 54 61

Day Post-Implantation

Med

ian

Tum

or W

eigh

t

B

-200

0

200

400

600

800

1000

1200

1400

1600

1800

13 19 22 26 29 33 36 39 46 50 53 56 60 63

Day Post-implantation

Med

ian

Tum

or W

eigh

t

Page 17: Drug Studies Using Mouse Models - National Cancer Institute

Experimental Protocol

When will treatment start? When will treatment end? Will samples be collected for ex vivo

evaluation? Will tumors be monitored visually, by

imaging techniques? What will terminate the experiment,

i.e., what are the endpoints?

Page 18: Drug Studies Using Mouse Models - National Cancer Institute

What is published/prior knowledge? What is proposed/expected mechanism? How much exposure is required for effect? Is the material soluble/stable in aqueous

solution? What routes of administration are technically

feasible? Options

What is the maximum tolerated dose (MTD)? IP, IV, SC, PO? QDx?; BIDx?; TIDx?

Dose, Route, Schedule

Page 19: Drug Studies Using Mouse Models - National Cancer Institute

A

0

500

1000

1500

2000

2500

19 22 27 29 32 34 40Day Post-implantation

med

ian tu

mor

weig

ht (m

g)

▬×▬ vehicle ▬□▬ temozolomide 400 mg/kg ▬Δ▬ temozolomide 200 mg/kg x 3 ▬●▬ topotecan 1 mg/kg QDx10

Page 20: Drug Studies Using Mouse Models - National Cancer Institute

Endpoints Tumor size Weight loss Time to sacrifice Imaging Pre-defined time of termination Time post-treatment

Page 21: Drug Studies Using Mouse Models - National Cancer Institute

MDA-MB-231-Luc

0

200

400

600

800

1000

1200

13 16 19 23 27 33 40 47

Tum

or W

eigh

t (m

g)10% Etoh/10% Cremaphor/80% saline

75 mg/kg cyclophosphamide Q3Dx4 IP

8 mg/kg paclitaxel Q7Dx3 IV

Saline Q3Dx4 IP

Page 22: Drug Studies Using Mouse Models - National Cancer Institute

0

10

20

30

40

50

60

70

80

90

100

1 6 11 16 21 26 31 36 41 46 51 56 61 66

Day Post-Implantation

% S

urvi

vors

PBS oligonucleotide in PBS

lipofectamine oligonucleotide in lipofectamine

Page 23: Drug Studies Using Mouse Models - National Cancer Institute

Prior to Treatment (Day 6)

7 days after third treatment (Day 21)

Vehicle BCNU

Measuring antitumor drug activity using bioluminescence vs. tumor weights

Average Luminescence and Median Tumor Weight

0.00E+00

5.00E+07

1.00E+08

1.50E+08

2.00E+08

2.50E+08

3.00E+08

3.50E+08

4.00E+08

4.50E+08

11 18 21 24/25 32 39 46Days from Implant

Pho

tons

/sec

0

500

1000

1500

2000

2500

3000

Tum

or W

eigh

t (m

g)

Average Lumin. ETOHAverage Lumin. Nsc 409962Median TW 2% ETOHMedian TW NSC 409962

Page 24: Drug Studies Using Mouse Models - National Cancer Institute

PC-3 Tumor

12

0

10

0

80

60

40

20

0 PS-341 (mg/m2)

0.9 1.8 Vehicle

20S

Act

ivity

(% V

ehicle)

120 100 80 60 40 20 0

0.3 0.9 3.0 9.0 VCTL PS-341 (mg/m2) 20

S Act

ivity

(% V

ehicle)

Mouse WBC

GENOMICS Tumor RNA

BIOMARKER

SURROGATE BIOMARKER

Retention Time (min)0 5 10 15 20 25

Inte

nsit

y (A

rbit

ray

Uni

ts)

0

100

200

300

400

500

600

FR (IS)Staurosporine (IS)

NC381

NC383

NC384

DRUG ANALYSIS

Plasma

In Vivo Studies

Page 25: Drug Studies Using Mouse Models - National Cancer Institute

IHC Original tumor and each passage Antibodies for specific gene products

Molecular analysis gene expression: microarray (LCM), RT-PCR proteins/phosphoproteins: reverse arrays, IHC biomarkers: serum proteomics

Analysis of host response immune system response (syngeneic v.s. immunosuppressed) Angiogenesis (MFP v.s. sc)

Stem Cell search OCT

IHC

Snap-Frozen (RNA)

Harvest and freeze cell suspension

Tools for Analysis

Page 26: Drug Studies Using Mouse Models - National Cancer Institute

Colo-829 SC Tumors Collected Post Dose 4

Drug Vehicle Q12hx5D PO

Topotecan 5mg/kg QDx5 IP

ABT-888 25mg/kg Q12hx5D PO

Poly-ADP-ribose (Trevigen)

Min 20.0 Max 400.0 4 min exp

Mou

se 5

Mou

se 9

Mou

se 1

1

Mou

se 1

3

Mou

se 1

5

Mou

se 1

8

AA

XR2

-7 #

1

Mou

se 3

Mou

se 7

Mou

se 1

6

Mou

se 1

7

Mou

se 1

9

Mou

se 2

1

AA

XR2

-7 #

1

Mou

se 1

Mou

se 2

Mou

se 4

Mou

se 6

Mou

se 8

Mou

se 1

0

AA

XR2

-7 #

1

200

140

100

80

513 517 521

b-Actin

Topotecan 5mg/kg QDx5 IP

ABT-888 25mg/kg Q12hx5D PO

Poly-ADP-Ribose (Trevigen) Min 20.0

Max 400.0 4 min exp

Mou

se 2

6

Mou

se 2

7

Mou

se 3

0

Mou

se 3

4

Mou

se 3

6

AA

XR2

-7 #

1

Mou

se 1

2

Mou

se 1

4

Mou

se 2

5

Mou

se 2

8

Mou

se 3

2

Mou

se 3

3

AA

XR2

-7 #

1

519 523

Drug Vehicle Q12hx5D PO

Mou

se 2

0

Mou

se 2

3

Mou

se 2

4

Mou

se 2

9

Mou

se 3

1

Mou

se 3

5

AA

XR2

-7 #

1

200

140

100

80

515

b-Actin

Colo-829 SC Tumors Collected Post Dose 10

Page 27: Drug Studies Using Mouse Models - National Cancer Institute

Many Models – Many Options

With few exceptions, every rodent model, even if conducted with hundreds of experimental mice, represents a single patient. Interpreting the

preclinical results and applying these outcomes to human clinical trials continues to prove challenging for those charged with translating the preclinical

experience into viable drug candidates.

Statistically valid model assessing relevant endpoints on an optimal schedule

with clinically appropriate doses.

Page 28: Drug Studies Using Mouse Models - National Cancer Institute

PROBLEMS

The appropriateness of animal models to identify, qualify and promote new therapies for cancer has been under review, and in some ways under attack, for many years. Continuing concerns about the failure rate of agents being sent to the clinic has led to a flurry of publications on the irreproducibility of published preclinical data and their over-prediction of activity.

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CAVEAT!

Page 34: Drug Studies Using Mouse Models - National Cancer Institute
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What can you do? 1. use well powered animal studies 2. reproduce your own data 3. have 2 separate operators generate the data 4. provide adequate details in publications 5. don’t over-interpret your data 6. stage tumor studies correctly 7. don’t selectively use/present your data 8. remember the clinical situation and what can be

assessed in man

Page 36: Drug Studies Using Mouse Models - National Cancer Institute

Clinical Endpoints In Man Toxicity - What harmful effects are induced? Tumor response - Does the cancer respond to the treatment?

Biomarker modulation as a measure of the effect of a treatment that may correlate with a traditional clinical endpoint (PFS; TR)

Progression-free survival (stable disease) Tumor regression Statistically significant improvement in survival

Survival - how long does the person live? Quality of life - how does the treatment affect a person's

overall enjoyment of life and sense of well being?

Page 37: Drug Studies Using Mouse Models - National Cancer Institute

Progression, Stable, Regression

Page 38: Drug Studies Using Mouse Models - National Cancer Institute