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Imaging to Guide Early Drug Trials
David A. Mankoff, MD, PhD
Seattle Cancer Care Alliance
University of Washington
Seattle, WA
work supported by NIH Grants CA42045, CA72064, MH63641, CA90771, S10 RR17229
Cautions
• Most of the imaging methods presented are considered investigational
• Discussion of results and possible applications is not a claim of clinical efficacy
Imaging and Early Drug Trials
• Choosing the right patients• Is the therapeutic target present?
• Choosing the right drug• Does the drug reach the target?
• Getting the right result• Is there a pharmacodynamic response?
Early Drug Trials: Why Imaging?
• Imaging samples the entire cancer• Imaging is quantitative• Imaging measures tumor heterogeneity
• Spatial• Temporal (especially with Rx)
• Serial assay is feasible• Complementary to in vitro assay
Imaging and Early Drug Trials
• Choosing the right patients• Is the therapeutic target present?
• Choosing the right drug• Does the drug reach the target?
• Getting the right result• Is there a pharmacodynamic response?
[F-18]-Fluoroestradiol (FES): PET Estrogen Receptor (ER) Imaging
FES Estradiol HO
OH HO
OH
F*
(Kieswetter, J Nucl Med, 1984)
RBA (FES vs Estradiol)
ER 0.9
SHBG 0.8
FES Uptake Predicts Breast Cancer Response to Hormonal Therapy
Pre-Rx Post-Rx
FES FDG FDG• Newly Dx’d met breast CA
• ER+ primary
• FES-negative bone mets
No response to several different
hormonal Rx’s
(Linden, J Clin Onc, 2006)
• Recurrent sternal lesion
• ER+ primary
• Recurrent Dz strongly FES+
Excellent response after 6 wks Letrozole
Example 1
Example 2
FES Uptake Predicts Response of Advanced Breast Cancer to Hormonal Therapy
(Mortimer, J Clin Onc, 2001)
0
2
4
6
8
10 HER2 NegHER2 Pos
Non-Responders
Responders
LABC or Metastatic Br CA Primary Tamoxifen Rx
Recurrent or Metastatic Br CA Aromatase Inhibitor Rx
(P < .01 for both)
FE
S S
UV
(Linden, J Clin Onc, 2006)
FE
S S
UV
Responders Non-Responders
Imaging and Early Drug Trials
• Choosing the right patients• Is the therapeutic target present?
• Choosing the right drug• Does the drug reach the target?
• Getting the right result• Is there a pharmacodynamic response?
Resistance Due to Altered Drug Transport:11C-Verapamil PET to Measure P-gp Drug Transport
P-gpP-gp susceptible drug
11C-Verapamil
P-gpP-gp susceptible drug
11C-Verapamil xinhibitor
Hypotheses: -P-gp limits drug transport into the brain -Inhibiting P-gp will increase brain transport
(Hendrickse, Br j Pharmacol, 1998)
Imaging P-gp Activity in Vivo in Humans[11C]-Verapamil images pre- and post-cyclosporine (CSA)
Pre-CsA Post-CsAMRI
(Sasongko, Clin Pharm Ther, 2005)
88% +/- 20% increase in verapamil AUC (N= 12, P < .001)
P-gp P-gpx
Verapamil PET
Infuse CyclosporineVerapamil PET
Imaging and Early Drug Trials
• Choosing the right patients• Is the therapeutic target present?
• Choosing the right drug• Does the drug reach the target?
• Getting the right result• Is there a pharmacodynamic response?
FES PET Imaging Measures in Vivo Estrogen Binding Antagonism by Tamoxifen
FDG
FES
Baseline2 monthsTamoxifen
(thick sagittal planes)
Glucose Metabolism
Estradiol Binding
(Linden, SABCS, 2005)
FES PET Measures Drug PharmacodynamicsStage IV Breast Cancer Treated Using Fulvestrant
Progressive Disease Despite Dose Increase
SUV= 7.4
Pre-Fulvestrant Post-Fulvestrant250 mg qm
Post-Fulvestrant500 mg qm
5 MonthsPre-Rx 1 month
(Stable Dz, No Response)
(Dz Progression)
Liver
SUV= 3.1
SUV= 3.2
Uterus
(FES PET, Coronal Slices)
(Linden, SABCS, 2005)
Baseline 3 days 23 days 3 months 7 months
Baseline 7 days 2 months 5.5 months24 hours
Early Response of GIST to Imatinib
Measured by FDG PET
Annick Van Den Abbeele, Dana Farber, Boston
FDG(Glucose
Metabolism)
3
424
845
1266
1687
cts/pix
Dr ShieldsMO**FDG -
01/27/9400:00
@ +00:31:0000:30:00IP 12
Lo -108Hi 1743 3
262
522
781
1040
cts/pix
MO**FDG -
02/03/9400:00
@ +00:31:0000:30:00IP 11
Lo -48Hi 1040
Thymidine(proliferation)
3
59
116
172
229
cts/pix
Dr ShieldsMO**Thymi
01/27/9400:00
@ +00:36:0000:25:00IP 11
Lo -21Hi 250
3
31
60
88
117
cts/pix
MO**Thymi
02/03/9400:00
@ +00:21:0000:40:00IP 11
Lo -13Hi 117
Marrow (with mets)
Post-RxPre-Rx
Tumor
Small Cell Lung Cancer: PET Imaging Pre-and Post One Cycle of Rx
7 days(Shields, J Nucl Med, 1998)
FLT Brain Tumor Imaging to Measure Response:Kinetic Analysis (Muzi, J Nucl Med, 2006)
Plasma Tissue
[FLT]pK1FLT
k2FLT
k3FLT
k4FLT
FreeFLT
FLT-MP
FluxFLT =K1FLT k3FLT
k2FLT + k3 FLT
Kinetic model:
(Visvikis, Eur J Nucl Med Mol Imag, 2003;
Muzi, J Nucl Med, 2005)
Post-RT
0.10
0.0
mL
/g/m
in
1 )
Parametric Imaging:Transport
FluxFLT
Summed
MRI
Pre-RT
N
NH
O
O
OHO
*F
N
NH
O
O
H3C
OHO
OH
[F-18]FLT
2-[C-11]Thymidine or [C-11]methyl-Thymidine
*
*
N
NH
O
O
H3C
OHO
OH
F
*
*
[C-11]methyl-FMAU or [F-18]FMAU
N
NH
O
O
F
OHO
HO F
FFUdR
N
NH
O
O
X
OHO
OH
N H
NH
O
O
F
BUdR, IUdR
FU
N
NH
O
O
H 3C
OHO
N 3
AZT
N NH
O
O
H 3C
OHO
OH
2'-Deoxy-pseudo- thymidine
**
18F-Fluoro-L-thymidine (FLT)
Special Considerations for Imaging and Early Drug Trials
Imaging Requirement for Biomarker Imaging:Simultaneously Localize and Characterize Disease Sites
FDG PET
PET/CT Fusion
FESFDG
Glucose Metabolism
Estradiol Binding
Functional/Anatomic Imaging
Functional Imaging Combinations
Imaging Requirement for Biomarker Imaging: Image Acquisition and Quantitative Analysis
Time
Dynamic Imaging
Blood
Tissue
Region-of-Interest Analysis
Time-Activity Curves
Parameter Estimates
Kinetic Modeling
Tumor
Ventricle
Inject Tracer
Static Image
Static Uptake
Measure (SUV)
• Dynamic protocols• Allows kinetic modeling• Full range of analysis
options• But … not for everyone
• Static protocols• Clinically feasible, robust
• But … only simple quantification possible
Imaging and Early Drug Trials: Summary
• Imaging complementary to tissue and blood assays• Measure entire disease burden• Quantitative• Serial measures possible
• Guide early drug trials• Measure target expression• Measure drug delivery• Measure early drug action
Imaging and Early Drug Trials: Collaborators
UW Cancer PET Imaging• Kenneth Krohn
• Janet Eary
• Jeanne Link
• Mark Muzi
• Joseph Rajendran
• Alex Spence
• Jash Unadkat
SCCA/Breast Cancer• Hannah Linden
• Robert Doot
• Lisa Dunnwald
• Brenda Kurland
• Lanell Peterson
• Erin Schubert
• Lavanya Sundarajan