citation key - open michigan...tsl03 43 normal tissues • tgfβ1 is a marker for lung damage •...

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Page 1: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

Citation Key for more information see: http://open.umich.edu/wiki/CitationPolicy

Use + Share + Adapt

Make Your Own Assessment

Creative Commons – Attribution License

Creative Commons – Attribution Share Alike License

Creative Commons – Attribution Noncommercial License

Creative Commons – Attribution Noncommercial Share Alike License

GNU – Free Documentation License

Creative Commons – Zero Waiver

Public Domain – Ineligible: Works that are ineligible for copyright protection in the U.S. (17 USC § 102(b)) *laws in your jurisdiction may differ

Public Domain – Expired: Works that are no longer protected due to an expired copyright term.

Public Domain – Government: Works that are produced by the U.S. Government. (17 USC § 105)

Public Domain – Self Dedicated: Works that a copyright holder has dedicated to the public domain.

Fair Use: Use of works that is determined to be Fair consistent with the U.S. Copyright Act. (17 USC § 107) *laws in your jurisdiction may differ

Our determination DOES NOT mean that all uses of this 3rd-party content are Fair Uses and we DO NOT guarantee that your use of the content is Fair.

To use this content you should do your own independent analysis to determine whether or not your use will be Fair.

{ Content the copyright holder, author, or law permits you to use, share and adapt. }

{ Content Open.Michigan believes can be used, shared, and adapted because it is ineligible for copyright. }

{ Content Open.Michigan has used under a Fair Use determination. }

Page 2: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 2

Introduction to Radiation Oncology - Clinical

Ted Lawrence, MD, PhD

Department of Radiation Oncology University of Michigan Winter 2009

Page 3: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 3

Who Cures Cancer?

• Surgery - 150,000 patients per year

Vincent DeVita, NCI Grant Rounds, 1983

• Radiation - 85,000 patients per year • Chemotherapy - 15,000 patients per year!

Page 4: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 4

Standard radiation alone can cure

•  Brain tumors (low grade) •  Head and neck cancers (early stage) •  Skin cancers (all)

–  Especially lip, eyelid, nose, and ear •  Lymphomas (all but advanced stage) •  Seminoma (all but advanced stage) •  Soft tissue sarcoma (any stage) •  Lung cancer (early stage) •  Cervix and endometrial cancer (early

stage)

Page 5: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 5

Treatment of Skin Cancer

Source Undetermined Source Undetermined

Page 6: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 6

And has an important role in palliation

•  Brain metastases •  Lung metastases

–  Producing airway obstruction or superior vena cava syndrome

•  Bone metastases –  Producing spinal cord compression

•  Esophageal obstruction •  Bile duct obstruction

Page 7: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 7

Improving outcome: Individualizing Therapy

•  By improving our ability to hit the tumor and miss the normal tissue

•  By customizing combinations of radiation with chemotherapy or molecularly targeted therapy

•  By assessing tumor and normal tissue response during treatment and tailoring therapy to these responses

Page 8: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 8

Radiation therapy: The process •  Treatment planning

– Determine 3D orientation of tumors and normal tissues

– Planning radiation •  Conformal treatment •  Tools to quantify dose (dose-volume histograms)

•  Position patient and tumor – Localize patient on treatment machine – Account for organ motion

•  Treatment delivery

Page 9: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 9

“Standard” Radiation Therapy

•  Treatment based on population estimate of what might control a tumor

•  Estimate the risk of normal tissue damage base on the most sensitive 5% of the population

•  Treatment delivered to initially prescribed dose –  Stop only for unacceptable acute toxicity

•  Emphasis making isodose lines conform more tightly to the tumor

Page 10: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 10

RT PAROTID

TUMOR PTV

NODE PTV

SPINAL CORD

ORAL CAVITY

Partial Parotid Gland Sparing: ��Conformal Techniques in Patients Undergoing Bilateral Neck Irradiation

Source Undetermined

Page 11: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 11

1 2

3 4 5

6 7

Target Volumes and Normal Structures

Source Undetermined

Page 12: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 12

6 field 15 seg

Source Undetermined

Page 13: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 13

Intensity Modulated Radiation Therapy (IMRT)

Source Undetermined

Page 14: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 14

Spinal Cord 95% Isodose Surface, PTV54

62-70 Gy 58-63 Gy 51-57 Gy

Parotids Oral Cavity

Sources Undetermined

Page 15: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 15

MR-CT Registration

Move info between MR and CT

regions

doses

Kessler, University of Michigan

Page 16: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 16

Target Volume Definition

Axial “Target”

Coronal “Target”

+ Optic

Structures

Define volumes on MR data

Kessler, University of Michigan

Page 17: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 17

Target Volume Definition

Map to CT data and combine

MR-derived CT target volume !

Kessler, University of Michigan

Source Undetermined

Page 18: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 18

Brain Example

Registered CT

Original MR

Kessler, University of Michigan

Page 19: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 19

CT MR

Brain Example

Kessler, University of Michigan

Page 20: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 20

MR CT

Brain Example

Kessler, University of Michigan

Page 21: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 21

Six Field Prostate

Ten Haken et al Int J Radiat Oncol Biol Phys 16:193, 1989

Page 22: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 22

Kaplan-Meier FFF curves for all patients by dose randomization (70 Gy vs. 78 Gy)

All Patients by Dose Randomization

Pollack, et. al., IJROBP, 53:5, 2002

Page 23: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 23

Prostate Motion Inhale Exhale

Source Undetermined Source Undetermined

Page 24: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 24

Dose Volume Histogram (DVH)

Volu

me (

%)

Dose (%)

Tumor

Normal Organ

50 % Dose

63% Volume

120

100

80

60

40

20

0 0 10 20 30 40 50 60 70 80 90 100 110

T. Lawrence

Page 25: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 25

Two hypotheses

•  Unresectable intrahepatic cancer could be cured by radiation (± chemotherapy) if a high dose could be given

•  A high dose could be safely given if we –  Limited the dose to the normal liver –  Understood how much of the liver could be

irradiated safely •  Requires knowing the relationship between the risk of

complication and the DVH of the normal liver

Page 26: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 26

Retrospective Analysis of RILD

•  Dose prescribed by volume of normal liver irradiated –  Of 9 of 79 patients developed radiation-induced liver

disease (RILD) •  Fit data to an NTCP model

–  Clinical guesses greatly overestimated the risk of partial liver radiation

–  Recalculated the parameters and fit the data to the model

Lawrence TS, et al, Int J Radiat Oncol Biol Phys, 23:781, 1992

Page 27: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 27

New Dose Escalation Trial •  Designed a prospective trial to test the model

parameters •  We were able to deliver a median dose of 57 Gy •  The actual rate of complications (1/21 patients or

4.8%) was close to the calculated rate (9%)

McGinn CJ, et al, J Clin Oncol,16:2246, 1998

Page 28: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 28

Pre-radiation 6 months post-radiation

Radiographic Response

Source Undetermined

Page 29: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 29

Overall Survival of Patients by Dose Quartile

Ben-Josef E., et.al, J Clin Oncol 23:8747, 2005

Page 30: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 30

Improvements Over 2D Produced by Highly Conformal Therapy: 2007

Organ

2D Max dose (Gy)

3D Max dose (Gy)

Benefit

Lung 60-70 102 1%/Gy 2 yr PFS

Prostate 68-70

78-86.4

1-2%/Gy increase in 5 year PFS

Liver

30

90

24 vs 6-10 mos OS for ≥70 Gy vs less

Head & Neck 70-76 70-76 Xerostomia T. Lawrence

Page 31: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 31

Improving outcome: Individualizing Therapy

•  By improving our ability to hit the tumor and miss the normal tissue

•  By customizing combinations of radiation with chemotherapy or molecularly targeted therapy

•  By assessing tumor and normal tissue response during treatment and tailoring therapy to these responses

Page 32: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 32

Chemotherapy with Radiation�is Superior to Radiation Alone

•  High grade glioma •  Locally advanced head and neck cancer •  Stage III non-small cell lung cancer •  Esophageal cancer •  Pancreas cancer •  Cervix cancer •  Adjuvant therapy

–  Rectal cancer –  Stomach cancer

Page 33: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 33

Chemotherapy with Radiation�Permits Organ Conservation

•  Concurrent –  Locally advanced laryngeal cancer

•  Avoids laryngectomy –  Anal cancer

•  Avoids colostomy

•  Sequential –  Breast cancer –  Extremity sarcoma (± chemotherapy)

Page 34: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 34

•  Address both local and distant disease

•  Full dose gemcitabine with concurrent dose escalating radiation –  To do this safely, needed to decrease the

irradiated volume –  Radiation dose escalation trial

Unresectable Pancreas Cancer

Page 35: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

Prophylactic irradiation No prophylactic irradiation

Treatment Volumes �with Concurrent Full Dose Gemcitabine

Source Undetermined Source Undetermined

Page 36: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 36

Response to Gem-RT

McGinn et al .J Clin. Oncol. 19: 4202, 2001

Page 37: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

Source Undetermined

Page 38: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 38

Gemcitabine + Cisplatin + Radiation

Muler et al J. Clin. Oncol 22:238, 2004

Page 39: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 39

Growth Factor Receptors

Nyati MK et al Nature Reviews Cancer Nov 2006

Page 40: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 40

Stratify by   Karnofsky score:

90-100 vs. 60-80   Regional Nodes:

Negative vs. Positive   Tumor stage:

AJCC T1-3 vs. T4   RT fractionation*:

Concomitant boost vs. Once daily vs. Twice daily

Arm 2 Radiation therapy + Cetuximab, weekly**

Phase III Study Design

R A N D O M I Z E

Arm 1 Radiation therapy

* Investigators’ choice

Page 41: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 41

Locoregional Control

Cetuximab + RT

RT

P = 0.02

Cetuximab + RT

RT

Overall Survival

P = 0.02

Cetuximab + RT vs RT Alone

Time (months)

T. Lawrence

Page 42: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 42

Improving outcome: Individualizing Therapy

•  By improving our ability to hit the tumor and miss the normal tissue

•  By customizing combinations of radiation with chemotherapy or molecularly targeted therapy

•  By assessing tumor and normal tissue response during treatment and tailoring therapy to these responses

Page 43: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 43

Normal Tissues

•  TGFβ1 is a marker for lung damage •  Prospective trial to select patients for dose escalation

–  Eligibility escalate dose above 73.6 Gy only if TGFβ1 level suggested they were not experiencing lung damage

•  Only 2/14 patients treated at 80 Gy or above developed dose limiting toxicity (at 86.4 Gy)

•  Further follow-up, grade 4 and 5 complications occurred, but only in patients who were NOT dose escalated (because of high TGFβ1)

Anscher et al J. Clin Oncol 19:3758, 2001 Anscher et al Int. J. Radiat. Oncol. Biol. Phys. 56:988,2003

Page 44: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 44

Cu-ATSM PET to Image Hypoxia

Coronal view

Axial view

Chao, IJROBP 2001; 49(4): 1171-1182

Page 45: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 45

Before Radiation After 20 Gy

Change in Hypoxic GTV During RT

Chao el al., IJROBP 54:72, 2002 (Both images)

Page 46: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 46

DCE-CT to predict liver injury

•  Radiation-induced liver disease (RILD) occurs 2 weeks to 3 months after treatment –  Too late to adjust radiation dose

•  RILD is caused by veno-occlusive disease •  Hypothesis: can decreased blood flow during a

course of radiation be detected? –  Dynamic contrast-enhanced CT

Page 47: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 47

Time Courses of Contrast Uptake

1000

1050

1100

1150

1200

1250

1300

1350

0 20 40 60 80 100 120

Time (s)

Hou

nsfie

ld U

nits

artery

portal vein

liver

CTV 70Gy

60 Gy

30 Gy

24 Gy 12 Gy

4 Gy

Cao Y et al , Medical Physics (accepted) 2006 (Both images)

Page 48: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 48

Predicting Changes in Portal Venous Perfusion

Change 1 month after treatment

Change after 45 Gy Total RT dose

Cao Y et al , Medical Physics (accepted) 2006

Page 49: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 49

Functional lung DVH

•  Lung cancer typically occurs in patients with damaged lungs due to smoking

•  In contrast to liver, in which volume can act as a surrogate for function, not all parts of the lung may be equal

•  “Functional lung DVH” - take into account which parts of the lung work

Page 50: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 50

APPA Obliques

APPA

Obliques

Functional normal lung DVH

Marks LB et al Sem Oncol 13:333, 2003

Page 51: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 51

Ventilation changes after 50 Gy

Kong F,unpublished, 2005

Page 52: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 52

Diffusion MRI predicts brain tumor response

•  Diffusion MRI measures water mobility •  Hypothesis

–  In a responding tumor •  Mobility could increase when cells die •  Mobility could decrease if cells shrink before dying

–  In a non-responding tumor •  No change in mobility

•  Tumors were imaged pretreatment and again 3 weeks into treatment

–  How did the change in mobility correlate with response?

Page 53: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 53

Diffusion MRI predicts response

Hamstra DA et al , Proc Nat Acad Sci USA 102: 16759, 2005

Page 54: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 54

RT affects brain tumor blood flow

•  MRI can measure brain tumor blood flow •  Although high grade brain tumors show regions of increased

blood flow, some parts have little flow •  Hypothesis

–  Radiation might increase blood flow to regions with poor initial flow –  If this were true, radiation might increase delivery of systemic

chemotherapy into a tumor •  Might partially explain why concurrent chemotherapy and radiation benefits patients

with glioblastoma

Page 55: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 55

Blood-Brain/Tumor Barrier Opening During RT

Pre RT Week 3 during RT Red: initially enhanced region; Yellow: initially non-enhanced tumor region

Cao, Y. et al J Clin Oncol 23: 4127, 2005

Page 56: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 56

“Standard” Radiation Therapy

•  Treatment based on population estimate of what might control a tumor

•  Estimate the risk of normal tissue damage base on the most sensitive 5% of the population

•  Treatment delivered to initially prescribed dose –  Stop only for unacceptable acute toxicity

•  Emphasis making isodose lines conform more tightly to the tumor

Page 57: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

TSL03 57

New Radiation Therapy

•  Treatment based on molecular targeting of aberrant growth pathways

•  Estimate the risk of normal tissue damage base on the individual patient using functional and metabolic imaging with adjustments during treatment

•  Emphasis on –  Multimodality research –  Multimodality therapy –  Continued technical advances, but in a broader context

Page 58: Citation Key - Open Michigan...TSL03 43 Normal Tissues • TGFβ1 is a marker for lung damage • Prospective trial to select patients for dose escalation – Eligibility escalate

Additional Source Information for more information see: http://open.umich.edu/wiki/CitationPolicy

Slide 4: Source Undetermined Slide 9: Source Undetermined Slide 10: Source Undetermined Slide 11: Source Undetermined Slide 12: Source Undetermined Slide 13: Sources Undetermined Slide 14: Kessler, University of Michigan Slide 15: Kessler, University of Michigan Slide 16: Kessler, University of Michigan Slide 17: Kessler, University of Michigan Slide 18: Kessler, University of Michigan Slide 19: Kessler, University of Michigan Slide 20: Ten Haken et al Int J Radiat Oncol Biol Phys 16:193, 1989 Slide 21: Pollack, et. al., IJROBP, 53:5, 2002 Slide 22: Sources Undetermined Slide 23: Theodore Lawrence Slide 27: Source Undetermined Slide 28: Ben-Josef E., et.al, J Clin Oncol 23:8747, 2005 Slide 29: Theodore Lawrence Slide 34: Sources Undetermined Slide 35: McGinn et al .J Clin. Oncol. 19: 4202, 2001 Slide 36: Source Undetermined Slide 37: Muler et al J. Clin. Oncol 22:238, 2004 Slide 38: Nyati MK et al Nature Reviews Cancer Nov 2006 Slide 40: Theodore Lawrence Slide 43: Chao, IJROBP 2001; 49(4): 1171-1182 Slide 44: Chao el al., IJROBP 54:72, 2002 (Both images) Slide 46: Cao Y et al , Medical Physics (accepted) 2006 (Both images) Slide 47: Cao Y et al , Medical Physics (accepted) 2006 Slide 49: Marks LB et al Sem Oncol 13:333, 2003 Slide 50: Kong F,unpublished, 2005 Slide 52: Hamstra DA et al , Proc Nat Acad Sci USA 102: 16759, 2005 Slide 54: Cao, Y. et al J Clin Oncol 23: 4127, 2005