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The Use of Novel Radiotracers in PET Potential Applications for Dose Painting John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July

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Page 1: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

The Use of Novel Radiotracers in PET Potential Applications for Dose Painting

John Humm, PhDDept. of Medical Physics, Memorial Sloan-Kettering

AAPMSession: Practical Considerations of PET

Thursday 22nd July

Page 2: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Which tracers make sense for radiobiologically driven dose painting?

(1) FDG since it provides a general guide to metabolically active tumor

(2) FLT – provides a signal proportional to the tumor cell proliferation.

(3) FMISO – provides the distribution of intra-tumoral hypoxia i.e. pockets of radioresistance

(4) Tumor specific Antibodies e.g. 124I-A33,

Page 3: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

What might be the additional value of PET

● Detection of metastatic spread / staging

● Definition of viable target

● To measure functional response

● Biologically based IMRT

Page 4: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

How do we define ROIs on PET Images? PET Image Segmentation

This is all well and good provided the distribution of tracer is uniform

FDG

FMISO

Page 5: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Imaging Glucose Metabolism

Page 6: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

FDG Uptake in Different Tumors

Lung

Colon RectalBrain

Page 7: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

What determines FDG Uptake Heterogeneity?

• Fraction of tumor/stromal cells• Proliferation rate• Inflammatory component• Hypoxia• Other

Page 8: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Prostate Cancer FDG after single high dose single fraction

FDG Pre RT

FDG Post RTP.I. Dr Zelefsky

Page 9: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Monitoring Radiation Response in Lung Cancer

SUVmaxVolume

GySUV x V

Erdi et al, Eur J Nucl Med. 27(7):861-866, 2000.

Page 10: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Different tracers – different results FDG vs FDHT

FDHT = fluorodihydrotestosterone - A steroid hormone that binds to the androgen receptor involved in signaling tumor cell division

Page 11: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

18FDHT Pre and Post TreatmentAR directed therapies

FDHT Jan 24 2008 FDHT Feb 25 2008

Scher et al, Lancet. 2010; 375(9724):1437-46.

Page 12: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Imaging Cellular Proliferation

Page 13: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

FLT for studying radiation response to

high dose single fraction RT – prostate

bone metBone scan

FLT scan pre RT

FLT scan 2 days post 24 Gy single

fraction RT

FLT scan 4 weeks post RT

P.I. Dr Zelefsky

Page 14: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

08/01/08

08/22/08

FLT: L inferior scapula

7/25: before RT SUV 19.5

08/01: one day after RT SUV 12.5

08/22: 21 day after RT SUV 1.5

Page 15: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Hypoxia Imaging

Page 16: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

18F-FMISO Scans of H&N Patients

Lee et al, Int.J.Radiat.Onc.Biol.Phys. 2008 70:2-13.

Page 17: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

FDG-FMISO2

FDG-FMISO2T/B = 1.2

FDG-FMISO2T/M = 1.4

Effect of Threshold

Page 18: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Hoechst 33342 - BLUE

Pimonidazole - GREEN

PET VOXELS

Page 19: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

How reproducible are two 18F-FMISO studies performed 3 days apart

Plot registered voxel intensities from 1st FMISO image with the 2nd

Day3 FMISO image

Day0 FMISO image

Page 20: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

FMISO2 vs FMISO1

Page 21: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

The concept of a GTVh

Lee et al, Int.J.Radiat.Onc.Biol.Phys. 2008 70:2-13.

Page 22: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

IMRT plan for a loco-regionally advanced supraglottic carcinoma:

Hypothetical Plan escalating dose to the GTVhDelivered Treatment Plan

70 Gy to GTV 84 Gy to GTVh without exceeding normal tissue tolerances

Page 23: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

IMRT plan for a loco-regionally advanced supraglottic carcinoma:

Hypothetical Plan escalating dose to the GTVhDelivered Treatment Plan

70 Gy to GTV 84 Gy to GTVh without exceeding normal tissue tolerances

Page 24: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Analysis of 18F-FMISO Dynamic PET

Hypoxia criterion

Tumor-Blood Ratio(T:B) ≥1.4

not reliable

Kinetic analysis of Time-Activity Curves (TAC) is necessary

t [min]

A(t)

[Bq/

cc]

Thorwarth et al, BMC Cancer. 2005

Dec 1;5:152.

Page 25: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

A compartmental model to mimic FMISO metabolism.

[O2]

C1 C2Cpk1

k2

k3Plasma Free/NS Bound Bound

Page 26: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Carotid artery

26

1 min 2 min 3 min 4 min 5 min

10 min 15 min 20 min 25 min 30 min

90 min 95 min 180 min 185 min

H&N Patient Dynamic PET Images

CT

tumor

Page 27: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Concordance

Parametric Images of 18F-FMISO

CT 3hr FMISO k3 map k1 map

Cp(t) C1(t) C2(t)

k1 k3

k2

46 voxels

Wang et al, Phys Med Biol. 2009; 54: 3083-99.

Page 28: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Discordance

Parametric Images of 18F-FMISO

CT 3hr FMISO k3 map k1 map

51 voxels

Page 29: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Parametic vs late time-point images

Which are correct?

Track 1 Track 2

Page 30: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

PET/CT FLUX/CT K1/CT K3/CT

FLT in Brain Tumors

Page 31: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Tumor Specific AntibodiesRadioimmunoPET

Page 32: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

.Use of PET and intra-operative probes in the O.R.

Page 33: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Does 124I-A33 correspond to microdistribution of tumor location?

H&E

IHC

Page 34: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

PET signal may provide a measure of the number of tumor cells per voxel

Page 35: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Conclusions• Ideally we would like to perform single time point

imaging and directly derive radiobiological information for radiotherapy planning.

• This may not work in all cases.• FDG easiest to perform but signal uptake dependent

upon many factors.• FLT may be more specific to viable tumor cells.• Hypoxia tracers are expected be prognostically

relevant.• Tumor specific antibodies may provide accurate map

of tumor cell distribution.

Page 36: John Humm, PhD - AAPM HQ...John Humm, PhD Dept. of Medical Physics, Memorial Sloan-Kettering AAPM Session: Practical Considerations of PET Thursday 22 nd July Which tracers make sense

Acknowledgements

Fox-Chase Cancer CenterJ. Donald Chapman, PhD*Richard Schneider, PhD

MSKCC

Dept of Medical PhysicsSadek Nehmeh, Ph.D.Jim Mechalakos, Ph.D.Pat Zanzonico, PhD Joseph O'Donoghue, PhDAndrei Pugachev PhDShutian Ruan, MD Sean Carlin, Ph.D.Bixui Wen, MDOlivia Squire RNKelin Wang, Ph.D.Clifton Ling, PhD

Nuclear Medicine ServiceSteven M Larson, MDHeiko Schoder, MD

Cyclotron / Radiochemistry FacilityRon Finn, PhD

Shangde Cai, PhD

Radiation OncologyNancy Lee, MD