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The Value of 3 Tesla Magnetic Resonance Imaging for the Detection and Aggressiveness Assessment of Prostate Cancer
The Value of 3 Tesla Magnetic ResonanceImaging for the Detection and Aggressiveness
Assessment of Prostate Cancer
- From Theory to Practice -
THOMAS HAMBROCK
SIEMENS
The Value of 3 Tesla Magnetic Resonance Imaging for the Detection and Aggressivenes
Assessment of Prostate Cancer
From Theory to Practice
THOMAS HAMBROCK
1
The studies presented in this thesis were carried out at the Department of Radiology, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands, This project was supported by the Queen Wilhelmina Fund from the Dutch Cancer Society.
Nov 2012
Copyright Thomas Hambrock
Publisher:
ISBN:
2
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.
978-90-9027256-6
Nov 2012
Copyright Thomas Hambrock
Publisher: Drukkerij Efficint Nijmegen
ISBN: 978-90-902756-6
The Value of 3 Tesla Magnetic Resonance Imaging for the Detection and Aggressivenes
Assessment of Prostate Cancer
From Theory to Practice
PROEFSCHRIFT
TER VERKRIJGING VAN DE GRAAD VAN DOCTOR AAN DE RADBOUD UNIVERSITEIT NIJMEGEN OP GEZAG VAN DE RECTOR MAGNIFICUS, PROF.
MR. S.C.J.J. KORTMANN, VOLGENS BESLUIT VAN HET COLLEGE VAN DECANEN IN HET OPENBAAR TE VERDEDIGEN OP DINSDAG 4 DECEMBER
2012 OM 13:30 UUR PRECIES
DOOR
THOMAS HAMBROCK
GEBOREN OP 1 SEPTEMBER 1978 TE PRETORIA, ZUID-AFRIKA
3
PROMOTOR : Prof. dr. J.O. Barentsz
COPROMOTOREN : Dr. ir. H.J. Huisman
Dr. ir. T.W.J. Scheenen
Dr. C.A. Hulsbergen-van de Kaa
MANUSCRIPTCOMMISIE : Prof. dr. J. van Krieken
Dr. E. van Lin
Prof. dr. A. Villers (University of Lille)
4
PROMOTOR : Prof. dr. J.O. Barentsz
COPROMOTOREN : Dr. ir. H.J. Huisman
Dr. ir. T.W.J. Scheenen
Dr. C.A. Hulsbergen-van de Kaa
MANUSCRIPTCOMMISIE : Prof. dr. J. van Krieken
Dr. E. van Lin
Prof. dr. G. Villeirs (University of Gent)
Dedicated to my grandfather . . . . . .
HERMANN AUGUST HAMBROCK * 8. MAY 1907 -
Who died at the young age of 63 years due to metastatic prostate cancer.
5
,WLVIXWLOHWRSRQGHURQWKHPHDQLQJRIOLIH Sir Bertrand Russels (1872-1970)
6
Table of Contents
PART ONE - INTRODUCTION AND BACKGROUND
Chapter 1 . . . . 11 28
Introduction.
Chapter 2 . . . . 29 59
Background to functional MR imaging.
PART TWO - DETECTION OF PRIMARY AND RECURRENT PROSTATE CANCER -
Chapter 3 . . . . 61 82
32-Channel 3T MR guided biopsies of prostate tumor suspicious regions identified on multi-
modality 3T MR imaging : Technique and feasibility. Invest Radiol 2009[HAMBROCK T,
FTTERER JJ, HUISMAN HJ et al.]{Impact factor 4.7}
Chapter 4 . . . . 83 100
MRI guided prostate biopsies in men with repetitive negative biopsies and elevated PSA.
J Urol 2010 [HAMBROCK T, SOMFORD DM, HOEKS C et al.]{Impact factor 3.9}
Chapter 5 . . . . 101 114
MR guided prostate biopsies of DCE-MR imaging suspicious tumor regions for the diagnosis
of prostate cancer following radiotherapy. Invest Radiol 2010 [YAKAR D; HAMBROCK T,
HUISMAN HJ et al.] {Impact factor 4.7}
Chapter 6 . . . . 115 140
Multiparametric MR imaging for detection and localization of low vs. high-grade transition
zone prostate cancer. Radiology Accepted [HOEKS C, HAMBROCK T, YAKAR D et al.]
{Impact factor 6.1}
7
Table of Contents
PART THREE - ASSESSMENT OF PROSTATE CANCER AGGRESSIVENESS -
Chapter 7 . . . . 142 -165
The Relation of Apparent Diffusion Coefficient and prostate cancer Gleason grade in
Peripheral Zone. Radiology 2011 [HAMBROCK T, SOMFORD DM, HUISMAN HJ et al.]
{Impact factor 6.1}
Chapter 8 . . . . 166 182
Initial experience with identifying high-grade prostate cancer using diffusion-weighted MR
imaging in patie -guided biopsy. Invest
Radiol2012[HAMBROCK T, SOMFORD DM, OORT I et al.]{Impact factor 4.7}
Chapter 9 . . . . 183 199
In vivo assessment of prostate cancer aggressiveness using three-dimensional proton MR
spectroscopy at 3T with the combined endorectal coil and pelvic phased array coil. Eur
Urol 2011[KOBUS T, HAMBROCK T, HULSBERGEN C et al.] {Impact factor 8.8}
Chapter 10 . . . . 200 219
Prospective Assessment of Prostate Cancer Aggressiveness using 3 Tesla diffusion weighted
MR imaging guided biopsies versus a systematic 10-Core transrectal ultrasound prostate
biopsy cohort Eur Urol 2012 [HAMBROCK T, HOEKS C, HULSBERGEN C et al.] {Impact
factor 8.8}
PART 4 CALIBRATION/COMPUTER ASSISTED DIAGNOSIS OF PROSTATE CANCER -
Chapter 11 . . . . 221 236
The effect of inter-patient normal peripheral zone apparent diffusion coefficient variation
on the prediction of prostate cancer aggressiveness. (Radiology Accepted) [LITJENS G,
HAMBROCK T, BARENTSZ JO et al.]{Impact factor 6.1}
Chapter 12 . . . . 238 259
Computer-aided diagnosis of prostate cancer using multiparametric 3T MR imaging: Effect
on observer performance. Radiology Accepted[HAMBROCK T, VOS P, BARENTSZ JO et
al.] {Impact factor 6.1}
8
Table of Contents
PART THREE - ASSESSMENT OF PROSTATE CANCER AGGRESSIVENESS -
Chapter 7 . . . . 142 -164
The Relation of Apparent Diffusion Coefficient and prostate cancer Gleason grade in
Peripheral Zone. Radiology 2011 [HAMBROCK T, SOMFORD DM, HUISMAN HJ et al.]
{Impact factor 6.1}
Chapter 8 . . . . 165 182
Initial experience with identifying high-grade prostate cancer using diffusion-weighted MR
imaging in patie -guided biopsy. Invest
Radiol2012[HAMBROCK T, SOMFORD DM, OORT I et al.]{Impact factor 4.7}
Chapter 9 . . . . 183 199
In vivo assessment of prostate cancer aggressiveness using three-dimensional proton MR
spectroscopy at 3T with the combined endorectal coil and pelvic phased array coil. Eur
Urol 2011[KOBUS T, HAMBROCK T, HULSBERGEN C et al.] {Impact factor 8.8}
Chapter 10 . . . . 200 220
Prospective Assessment of Prostate Cancer Aggressiveness using 3 Tesla diffusion weighted
MR imaging guided biopsies versus a systematic 10-Core transrectal ultrasound prostate
biopsy cohort Eur Urol 2012 [HAMBROCK T, HOEKS C, HULSBERGEN C et al.] {Impact
factor 8.8}
PART 4 CALIBRATION/COMPUTER ASSISTED DIAGNOSIS OF PROSTATE CANCER -
Chapter 11 . . . . 221 236
The effect of inter-patient normal peripheral zone apparent diffusion coefficient variation
on the prediction of prostate cancer aggressiveness. (Radiology Accepted) [LITJENS G,
HAMBROCK T, BARENTSZ JO et al.]{Impact factor 6.1}
Chapter 12 . . . . 238 259
Computer-aided diagnosis of prostate cancer using multiparametric 3T MR imaging: Effect
on observer performance. Radiology Accepted[HAMBROCK T, VOS P, BARENTSZ JO et
al.] {Impact factor 6.1}
Table of Contents
PART 5 - DISCUSSION, CONCLUSIONS AND FUTURE PERSPECTIVES -
Chapter 13 . . . . 261 292
Discussion, conclusions and future perspectives
Chapter 14 . . . . 293 308
English summary - Nederlandse samenvatting
PART SIX POSTLUDE
A. List of Publications . . . . 310 314
B. List of Presentations Scientific Paper Presentations . . . . 315 316
C. List of Presentations Presentations on Invitation . . . . 317 317
D. List of Awards . . . . 318 318
E. Curriculum Vitae . . . . 319 319
F. Dankwoord . . . . 320 322
9
PART SIX POSTLUDE
A. List of Publications . . . . 311 315
B. List of Presentations Scientific Paper Presentations . . . . 316 317
C. List of Presentations Presentations on Invitation . . . . 318 318
D. List of Awards . . . . 319 319
E. Curriculum Vitae . . . . 320 320
F. Dankwoord . . . . 321 323
PART ONE
INTRODUCTION AND BACKGROUND
CHAPTER 1
Introduction
/HRQDUGRGD9LQFL%DE\LQZRPEO
CHAPTER 1CHAPTER 1
Introduction 1
GENERAL INTRODUCTION
March 2011, the Netherlands:
[UROLOGIST] : Mr. v. R, your PSA levels have now continuously been rising over the last 8
years from 3 ng/ml to 50 ng/ml. You have severe allergies to multiple antibiotics. So I think
prostate biopsies are no option.
[PATIENT MR. v. R]: How can we exclude prostate cancer then?
[UROLOGIST]: Apart from biopsies, which we cannot perform in your case, there is no
alternative.
[PATIENT MR. v. R]: I have heard that MRI can be used for prostate cancer detection.
[UROLOGIST]: Nonsense, you cannot see prostate cancer on MRI!
This is a true conversation which has taken place in a first world country at the beginning of the
year 2011. The patient mentioned above, was the second last patient (prior to writing this
introduction) the author of this book had scanned using multi-parametric MRI for the evaluation
of prostate cancer. After patient persistence, a biopsy was performed under special antibiotic
coverage. The final diagnosis on biopsy: prostate cancer in all 10 biopsy cores left and right,
Gleason Score 4+3=7. Following MR imaging, extracapsular extension with neurovascular
bundle infiltration and seminal vesicle invasion was diagnosed. In addition, the presence of
metastatic lymph nodes was also established. Radiological stage T3B N1 M0 disease. Treatment
with intent to cure: unlikely.
The author can only stand in awe and disbelief when such hesitancy, ignorance and lack of
knowledge in the year 2011 is still present in a first world country. A change has to be brought
about. Not a mere change, but more importantly A PARADIGM SHIFT.
There is probably no single word in human history which has caused so much fear, suffering,
and inner turmoil both on the side of the patient as well as the side of relatives and friends as the
word: CANCER. Celsus (28 BC - 50 AC), a Roman doctor, translated the Greek word "carcinos"
12
Introduction 1
Introduction 1
into the word "cancer", a Latin word meaning crab or crayfish as a symbol of being eaten and
torn apart by a crab (cancer). The fear this word arose has elicited the greatest battle fought on
earth, the battle of the inner mind. The author subjectively is of the opinion that in the 21st
century, cancer has become more of a mental burden to humans than a physical one, without
downplaying the severe physical suffering of millions of patients who die to this conglomerate of
diseases or suffer severe morbidity thereof.
The cover page of Section One Introduction and Background, reveals the scene from Leonardo
da Vincis (1452-1519) lost painting, The Battle of Anghiari (1505), believed to be still hidden
beneath later frescoes in the Hall of Five Hundred in the Palazzo Vecchio, Florence, Italy. The
current picture is a painting of the original made by the famous Flemish painter Peter Paul
Rubens (1577-1640) and this copy can still be appreciated in the Louvre, Paris, France. To the
author, this painting is the perfect reflection on the current state of the diagnosis and
management of prostate cancer. It is a state of war, blood, tears, swords and horses and sounds
of thunder. Truly a state of chaos!
It is therefore the humble vision of the author that this current thesis may provide a stepping
stone to bring about A PARADIGM SHIFT in the Prostate World of Warcraft. This thesis is not
THE paradigm shift, but merely the beginning of a stone that has become dislodged, one that in
combination with many new scientific insights will bring about this future shift. It is inherent to
human nature to resist an alteration of ones chosen path, especially if one had trod that path for
so many years. As the medical community gains more scientific evidence, and as the plight of the
patient is increasingly recognized, a more peaceful path can be taken along the long journey of
prostate cancer. There will be a different way of thinking and a different way of doing.The
author agrees with the Joker from the movie Batman, who said: I like to rattle cages. If cages
are rattled and people are stirred by the content of this thesis and awakenings happen, then it
has fulfilled its purpose already. May this hold true for radiologists, oncologists, urologists,
radiotherapists and patients alike!
It is exceptional in modern days for new discoveries, inventions or advances in science to be
labeled to the sole genius of a single persons work. For all scientific facts that we unravel and
discover in current year and age, the author humbly and whole heartedly is obliged to agree with
Bernard of Chatres ( 1124) who said:
13
Introduction 1
Introduction 1
"Nos esse quasi nanos, gigantium humeris insidentes, ut possimus plura eis et remotiora videre, non
utique proprii visus acumine, aut eminentia corporis, sed quia in altum subvenimur et extollimur
magnitudine gigantea"
We are like dwarfs on the shoulders of giants, so that we can see more than they, and things at a
great distance, not by virtue of any sharpness of sight on our part, or any physical distinction, but
because we are carried high and
Cedalion standing on the shoulders of the giant Orion, by Nicolas Poussin, 1658
In the current chain of inventions and groundbreaking discoveries, as well as the small
improvements which have lead to some of the MR imaging advances in prostate cancer as
outlined in this thesis, the author can merely acknowledge that we and our work are dwarfs on
the shoulders of giants. Many giants have been before us lifting us high to see what we currently
see. It is important in this thesis to mention a few of the hundreds of giants: Conrad Rntgen
(1845-1923) the discoverer of Rntgen rays and therefore the father of the most exciting field in
medicine: Radiology; Rudolf Virchow (1821-1902) whose pioneering work in the field of
14
Introduction 1
Introduction 1
histopathology has introduced the gold standard of all our work the father of Histopathology.
Furthermore the ingenious work of Max Planck (1858-1947), regarded as the father of
Quantumphysics which underlies the crucial fundamentals of magnetic resonance imaging and
with which Walther Gerlach (1889-1979) later discovered the spin quantification in a magnetic
field, thereby serving as the beginning point of MRI. The ground breaking and fundamental
work on prostate cancer pathology and assessment, later referred to as the Gleason Scoring
system cannot be omitted by mentioning the giant: Donald F. Gleason (1920-2008).
In memory of these and many other Giants who paved the way of science..
Conrad Rntgen Max Planck Rudolf Virchow
Walther Gerlach Donald Gleason
15
Introduction 1
Introduction 1
INTRODUCTION TO PROSTATE CANCER
Why is the prostate so important? This little organ which serves a crucial role in the
reproductive capabilities of the human species. However, for other reasons it has much greater
importance. The greatest importance is the effect that this organ has on the mind of the man
(agreeing that the external male sexual organs probably have a larger impact). It is rumored
that the sexual wellbeing of a woman is directly related to the wellbeing of the male prostate.
Most articles dealing with prostate cancer (PCa) all start with mentioning the prevalence and
mortality and the great burden prostate cancer has on society. Especially the notion that 1 in 6
men will develop prostate cancer is enough the let the war trumpets sound for the Battle of
Anghiari. A second disturbing phrase is so often mentioned in combination with PCa: Surely sir,
you are more likely to die with prostate cancer than from it. While this is true for a large
proportion of patients, this undoubtedly adds to the turmoil, chaos and bewilderment mostly on
the side of the patient. It is almost unfathomable that such a minute organ as the prostate has
become galactic in size (regarding the amount of literature on it and for some patients, this
organ, even in the benign state, can become truly gigantic). It is therefore purposeless and futile
to give a full introduction on this topic. To vaguely unravel the chaos of the Battle of Anghiari,
the author wishes to mention a few epidemiological, statistical and pathological points,
especially to introduce the unacquainted reader with some background to assist in reading this
thesis. More details especially on the anatomy and pathology of prostate cancers will become
evident in later chapters.
Indeed, PCa has become the most widely diagnosed cancer in males with 29% of all cancer
diagnoses being prostate cancer. Equally, in females, breast cancer has become the mostly
diagnosed malignancy, representing 29% of all cancers being diagnosed. For both, the absolute
mortality figures are only surpassed by lung cancer. These figures are surely shocking as regard
to the absolute numbers, being slightly over 240 000 diagnosed new cases for prostate and
220 000 breast cancers in the U.S.A. (1) and around 10 000 prostate cancers diagnosed in the
Netherlands in 2010. According to the American cancer statistics of 2012, around 12% of men
diagnosed with PCa succumb from their prostate cancer compared to 17% for females with
breast cancer. Therefore, a considerable difference exists in being diagnosed with PCa and
eventually dying from it. It is however important to consider the fact that patients currently
16
Introduction 1
Introduction 1
dying from PCa are more often elderly men who have missed the earlier screening and
effective therapy now offered to younger patients. Therefore the likelihood of dying from
prostate cancer when one is currently (in the year 2012) diagnosed with the disease, is expected
to be much lower. About 3.5% of all male deaths are from PCa, making the lifetime risk that a
man will succumb of this disease about 1 in 28. This compares to the lifetime risk of dying in a
car accident, about 1 in 4 000 or in an airline accident about 1 in 100 000 (2).
Figure 1. Cancer Statistics 2012 in U.SA. from Siegel et al.(1)
Prostate cancer has been known as a disease of elderly men. It is therefore not surprising that
2/3 of all PCa deaths occur in men > 75 years. Although ~ 1 in 7 (14%) of men die from PCa,
only 1 in 20 (5%) of these deaths are premature (the author acknowledges that this might be
arbitrarily in the modern age), occurring in men younger < 75 years. Diagnosis is rare before
age 50, but after this age incidence increases exponentially and the rate of increase is faster than
seen in other malignancies.
17
Introduction 1
Introduction 1
Figure 2. Worldwide incidence and mortality of prostate cancer. (3;4)
Yet, many publications advocated that at least 50% of currently diagnosed prostate cancer are
indolent or insignificant, comprising small (< 0.5 cc) tumours with only well differentiated
components (Gleason grade 3 or less) that apparently wont lead to death or morbidity. From a
statistical point of view, this is true. There is a great advocacy that men diagnosed with such
cancers should be left alone and sent home. The author wishes to make a bold and provocative
statement that this is not true. Every cancer begins with one cell, then two then four . until it
has reached great size and metastasizes. Additionally, it appears that most humans are not born
with cancers or with an increased likelihood of genetic mutation. These occur most often de
novo during their life time. Even if there are hereditary components, a two-hit sequence is often
needed for eventual manifestation of disease. From postmortem examination, the true
prevalence of prostate cancer in all ages is at the least to say, catastrophic. The author
contemplates that he himself (at the age of 33 years) has a likelihood of around 25% of
harboring PCa as these sentences are written. Yet this toothless lion sometimes grows teeth
and sometimes not. Sometimes it sleeps in its den and sometimes it comes out to feed. When
and why, we dont know. At least, not yet!
18
Introduction 1
Introduction 1
Figure 3. Prevalence of PCa in Autopsy of white American males. Delongchamps et al.(3)
There is no current evidence (and this is also very difficult to prove) to show that aggressive
prostate cancers (that eventually lead to morbidity and mortality), start their life as aggressive
(meaning Gleason grade 4/5) small tumours. The vast majority of aggressive tumours have well
differentiated components as well. Would an aggressive proliferating cell suddenly turn benign?
The contrary is rather the case. Therefore, a substantial number of tumours begin as well
differentiated good little cancers the wolf in sheepskin. For reasons unknown, some of these
tumours (probably undergoing additional mutations under carcinogenic or other influences)
undergo further dedifferentiation into tumours that cause eventual clinical problems.
It is the burden of the scientific community to unravel which tumours have the potential to cause
problems in the future from those who dont. Probably this is not possible at all, as visiting the
Oracle of Delphi is not an option anymore and future additional mutations cannot be predicted.
They happen when they happen. Therefore the author undoubtedly is of the opinion that these
good little cancers should not be diagnosed at all (in their sheepskin phase) and only the
tumours with potential asocial behavior identified early and treated, BUT that all patients should
be offered a reliable method to follow them through life to identify when good tumours show
19
Introduction 1
Introduction 1
aggressive dedifferentiation and further treatment is necessary. This thesis presents some
important concepts that will lift the veil of what is possible, both now, and in the future.
Nearly every aspect of PCa generates controversies for both doctors and patients. While dietary
fat of animal origin has repeatedly been associated with the risk of developing and dying of
prostate cancer, there is no clear evidence yet that dietary alterations or supplementation of
micronutrients can prevent or modify the course of this disease. Similarly, diagnosis and staging
are also controversial. While the introduction of the serum Prostate Specific Antigen (PSA) has
dramatically changed the rate of PCa diagnosis and altered the stage at diagnosis, it has often
been criticized for its lack of specificity resulting in over performing random prostate biopsies
and leading to over detection of innocuous cancers. Despite this, its role in the current and
future diagnosis of prostate cancer remains.
Unfortunately many (especially older, for some reason, mostly German) physicians rely and
swear on their own fingers capabilities to feel and therefore diagnose prostate cancers with a
high certainty. Needless to say, only a small proportion of the prostate gland can be felt by
digital rectal examination (DRE). DRE is unfortunately too often used to stage prostate cancer
and to make decisions regarding preservation (albeit not) of the neurovascular bundles during
radical prostatectomy. The overall sensitivity for the digital rectal examination is only 37% (5).
The author is of the opinion that the digital rectal examination should rather be placed in the
spiritual, more theological realm. One definitely needs a divine finger to rely on (Fig. 4), when
dealing with prostate cancer. As Prof. Barentsz always says, Our fingers have no eyes but we have
MRIs! The fallen Finger of God in South-West Africa (fallen 1988) (Fig. 5) serves as an
understatement of the current role of DRE in prostate cancer diagnosis and management. Of
course, the exception is the case, where tumours are only initially identified using DRE. It
however still has some role to play in the subjective experience, both by patient and physician,
that a thorough examination was performed.
20
Introduction 1
Introduction 1
Figure 4. The Divine finger (needed to be good in cancer detection and staging) by
Michelangelo, Cistine chapel, 1511. Figure 5. in Namibia, fallen down
in 1988.
PCa is often (not always) detected by multiple, systematic but actually random, transrectal
needle biopsies of the prostate, rather than targeted biopsy of a palpable nodule or a lesion
visible by imaging. There is no other solid organ in which blinded biopsies are performed to
make a diagnosis. Both patient and clinicians alike would vehemently resist the possibility that
for example breast cancer should be diagnosed by performing 20 odd blind biopsies of the
breast on each side, hoping to have struck the tumour nodule hiding in the abundance of fat and
glandular tissue. This however was and is still the case with prostate cancer. Different biopsy
schemes have been advocated to strike gold more often.
Figure 6. Prostate biopsy schemes and cancer detection rates as advocated by Presti (6)
21
Introduction 1
Introduction 1
Once detected, the size, location and extent of the lesion, as well as its grade, are difficult to
determine with precision. It is commonly known that biopsy results underestimate the extent
and grade of the cancer. Unfortunately many clinicians still lack confidence in imaging, despite
substantial progress being made in the field of MRI. Clinicians recommendation for treatment,
therefore, arises from a profound sense of uncertainty about the precise nature of the cancer
they are treating. After diagnosis, treatment decisions are hampered by further difficulties in
accurately staging the disease. In this atmosphere it is no wonder that treatment decisions are
so difficult for patient and their physicians. For the patient who chooses active rather than
deferred therapy, which treatment is best: radical prostatectomy, external beam irradiation,
brachytherapy or some combination? Not only do the treatments differ in timing of onset and
degree of side effects, but the likelihood of cancer control. The number of complications and
side effects depend as much on the specific technique employed as well as the expertise of the
treating physician on the method of therapy chosen.
22
Introduction 1
Introduction 1
AIM OF THESIS
Figure 7. PCa
Undoubtedly a substantial number of factors play a role in the chaotic nature of the Battle of
Anghiari. The author started his thesis with the confident hope of trying to unravel this battle
with one overriding consideration:
, identify the clinical problem, then identify why there is a problem, then find a solution to
solve this problem.
The author was fortunate to have been able to build on the important foundations of MR imaging
of the prostate, laid down by the valuable research done in Nijmegen by his PhD predecessors.
Only with this foundation, is the continuous work and developments highlighted in this thesis
possible.
Problems faced by Clinicians:
1. Patients with an elevated/elevating PSA value but persistent negative TRUS
biopsies, are of considerable concern. Does he have cancer or not? Should further
TRUS biopsies be performed or not?
2. If MRI is accurate in identifying a tumour location, what effective method is there
to reliably obtain histological proof of this location?
23
Introduction 1
Introduction 1
3. After radiation therapy for PCa, diagnosing local recurrence vs. metastatic disease
when the PSA starts rising again, is challenging.
4. Pretreatment identification of prostate cancer aggressiveness is crucial for
management and prognostication. The current methods to determine this are
inaccurate. What in vivo methods are available to reliably predict PCa nature?
5. When a patient is diagnosed with PCa Gleason Score 3+3=6 on biopsy, is there a
method available to reliably aid in differentiating those patients where biopsies
represent an undergrading (and therefore need more radical therapy) from those
where it is a correct prediction (and therefore may be managed more
conservatively)?
6. Transrectal ultrasound guided biopsies only reflect the true aggressiveness i.e.
Gleason grade in about 60% of patients. Are there any methods to improve the
tumour aggressiveness representativeness in biopsy samples on which further
management decisions can be based?
Problems faced by Radiologists:
7. No prostate looks alike. In particular the transition zone is a radiologically chaotic
region. What multi-parametric MR imaging features and techniques are available
8. What is normal? In one sue looks different from
tissue in a different
quantitative measurements and our assessment of what is malignant?
9. It is often mentioned that prostate multi-parametric MR imaging should be left to
the experts. The prostate is too complex, too many imaging modalities are needed
and tumours are very heterogeneous. Is there any help for the non-expert?
THE AIM of this thesis therefore is to target these specific problems faced by doctors and
patients and develop and validate methods in order to provide solutions for them.
24
Introduction 1
Introduction 1
OUTLINE OF THESIS
In contrast to PhD theses in other non-medical fields, the fragmented nature of writing a thesis
in a medical science is based on the fact that a number of chapters should be based on peer
reviewed articles. Therefore each chapter has a similar repetitive composition being outlined in
an introduction, materials and methods, results, discussion and conclusions. Many chapters
start of with a similar introduction and to the unacquainted, this might appear cumbersome and
excessively repetitive. This is unfortunately a drawback of medical PhD theses. Yet, each
chapter can be read as a small thesis in itself, with a sufficient overview to provide the reader
with insight into the clinical question addressed in that chapter. Most chapters therefore will be
read and understood separately instead of seeing the complete picture. Many pictures, diagrams
and images are provided throughout the thesis. Radiologists are undoubtedly visually
stimulated creatures who are notoriously easily bored by great amounts of text.
This thesis is spread in 6 principal parts. PART ONE includes Chapter 1 and 2 which provide an
Introduction and Background to this thesis. PART TWO deals with the detection of primary
and recurrent prostate cancer and includes Chapter 3-6. PART THREE consists of the
assessment of PCa aggressiveness and includes Chapter 7-10. PART FOUR deals with
computerized calibration of normal peripheral zone tissue for increased accuracy in
assessment of aggressiveness and this is presented in Chapter 11. Chapter 12 deals with
computer aided diagnosis. PART FIVE is the finale, dealing with a discussion, conclusion and
future perspective, being outlined in Chapter 13. An English and Dutch summary is given in
Chapter 14. PART SIX is the usual postlude including a list of publications, presentations and
prizes, words of gratitude and ending with a short curriculum vitae.
25
Introduction 1
Introduction 1
PART ONE INTRODUCTION and BACKGROUND
Chapter 1 provides the non acquainted reader with a broad introduction in the interesting field
of prostate cancer demographics, diagnostics and sets the basis for the problem-solution
orientated approach as is presented in this thesis.
Chapter 2 provides an introduction and basis of understanding for the advanced functional MR
imaging modalities that are tested and validated in this thesis. These modalities consist of
Dynamic Contrast Enhanced MRI (DCE-MRI) and Diffusion Weighted Imaging (DWI) with the
derived Apparent Diffusion Coefficient (ADC) maps.
PART TWO DETECTION of PRIMARY and RECURRENT PROSTATE CANCER
Chapter 3 describes the feasibility and method of using an MR compatible transrectal biopsy
device within a 3 Tesla MRI scanner, to obtain biopsies of tumour suspicious regions on multi-
parametric MR imaging.
Chapter 4 goes further and determines the value of MR guided biopsies on the yield of prostate
cancer in men with elevated PSA > 4 ng/ml and more than two prior negative TRUS guided
biopsy sessions. Furthermore, it also determines the location of tumours not found by
conventional biopsy techniques and the significance of the detected tumours.
Chapter 5 determines if DCE-MRI can be a useful technique to detect local recurrence of PCa
following external beam radiotherapy. Furthermore it evaluates if the MR guided biopsy
procedure is a useful technique for providing definite histological proof thereof.
Chapter 6 deals with transition zone cancers and evaluates the role of the individual anatomical
and functional MR imaging modalities to detect and localize low- vs. high-grade tumours.
PART THREE ASSESMENT OF PROSTATE CANCER AGGRESIVENESS
Chapter 7 evaluates the relationship between ADC values of tumour in the peripheral zone and
aggressiveness of prostate cancer and establishes a basis for a further study which prospectively
determines the Gleason grades prior to treatment.
Chapter 8 reports on the initial experience with identifying PCa undergrading using DWI
derived ADC values in patients wiTRUS-guided biopsy.
26
Introduction 1
Introduction 1
Chapter 9 determines the potential value of 1H-MRSI in the assessment of prostate cancer
aggressiveness.
Chapter 10 evaluates the value of using DWI combined with MR guided biopsies to
prospectively improve the pretreatment prediction of true prostate cancer aggressiveness.
These findings are then compared to the conventional 10-core TRUS biopsy scheme.
PART FOUR COMPUTER AIDED DIAGNOSIS OF PROSTATE CANCER
Chapter 11 builds on the findings reported in Chapter 7. The substantial variation in normal
peripheral zone ADC values is used for calibration. Re-assessment is done for this this mixed
model incorporating both normal peripheral zone as well as tumour ADC values for
improvement in tumour aggressiveness differentiation.
Chapter 12 shows the development of a computer aided diagnosis (CAD) technique using both
quantitative pharmacokinetic parameters derived from DCE-MRI combined with quantitative
ADC values from DWI to differentiate tumour from benign tissue (but with tumour suspicious
characteristics) with a high diagnostic accuracy. This CAD system is then tested on multiple
less-experienced and experienced readers in evaluation of prostate MRI and determines if the
less-experience reader can be aided to improve his/her assessment of prostate tumours.
PART FIVE - DISCUSSION, CONCLUSION, FUTURE PERSPECTIVES
Chapter 12 provides a detailed discussion, conclusion and considers the future perspectives.
Chapter 13 an English and Dutch Summary
PART SIX THE POSTLUDE
List of Publications
List of Presentations both Scientific and Invited
Awards
27
Introduction 1
Introduction 1
REFERENCES
1. Siegel R, Naishadham D, Jemal A. Cancer statistics, 2012. CA Cancer J.Clin. 2012 Jan;62(1):10-29.
2. Scardino PT, Kelman J.K. Dr. Peter Scardino's Prostate Book. New York, Avery Press: 2005.
3. Delongchamps NB, Singh A, Haas GP. The role of prevalence in the diagnosis of prostate cancer. Cancer Control 2006 Jul;13(3):158-68.
4. Parkin DM, Bray F, Ferlay J, Pisani P. Global cancer statistics, 2002. CA Cancer J.Clin. 2005 Mar;55(2):74-108.
5. Schroder FH, van der MP, Beemsterboer P, Kruger AB, Hoedemaeker R, Rietbergen J, Kranse R. Evaluation of the digital rectal examination as a screening test for prostate cancer. Rotterdam section of the European Randomized Study of Screening for Prostate Cancer. J.Natl.Cancer Inst. 1998 Dec 2;90(23):1817-23.
6. Presti JC, Jr., O'Dowd GJ, Miller MC, Mattu R, Veltri RW. Extended peripheral zone biopsy schemes increase cancer detection rates and minimize variance in prostate specific antigen and age related cancer rates: results of a community multi-practice study. J.Urol. 2003 Jan;169(1):125-9.
28
Introduction 1
Introduction 1
REFERENCES
1. Siegel R, Naishadham D, Jemal A. Cancer statistics, 2012. CA Cancer J.Clin. 2012 Jan;62(1):10-29.
2. Scardino PT, Kelman J.K. Dr. Peter Scardino's Prostate Book. New York, Avery Press: 2005.
3. Delongchamps NB, Singh A, Haas GP. The role of prevalence in the diagnosis of prostate cancer. Cancer Control 2006 Jul;13(3):158-68.
4. Parkin DM, Bray F, Ferlay J, Pisani P. Global cancer statistics, 2002. CA Cancer J.Clin. 2005 Mar;55(2):74-108.
5. Schroder FH, van der MP, Beemsterboer P, Kruger AB, Hoedemaeker R, Rietbergen J, Kranse R. Evaluation of the digital rectal examination as a screening test for prostate cancer. Rotterdam section of the European Randomized Study of Screening for Prostate Cancer. J.Natl.Cancer Inst. 1998 Dec 2;90(23):1817-23.
6. Presti JC, Jr., O'Dowd GJ, Miller MC, Mattu R, Veltri RW. Extended peripheral zone biopsy schemes increase cancer detection rates and minimize variance in prostate specific antigen and age related cancer rates: results of a community multi-practice study. J.Urol. 2003 Jan;169(1):125-9.
28
Introduction 1
CHAPTER 2
Background to Functional MR Imaging of the Prostate
T. Hambrock; C. Hoeks, R. Somford et al.
/HRQDUGRGD9LQFL6NHWFKRIDKRUVHO
CHAPTER 2CHAPTER 2
Background to Functional MRI of the Prostate 2
The content of this chapter is principally based on three publications:
Dynamic contrast enhanced MR imaging in the diagnosis and management of prostate
cancer; Categorical Course in Diagnostic Radiology: Genitourinary Radiology 2006.
Hambrock T, Padhani A, Tofts P et al.
Diffusion and perfusion MR imaging of the prostate; Magnetic Resonance Imaging Clinics
of North America 2008. Somford R, Ftterer J, Hambrock T.
Prostate Cancer: Multiparametric MR imaging for Detection, Localization and Staging;
Radiology 2011. Hoeks C, Barentsz J, Hambrock T et al.
INTRODUCTION
The development of clinical utilization of MRI, culminating from multiple important
breakthroughs in quantum mechanics, is according to the author one of the most ingenious
developments of the 20th century. The basic principals underlying magnetic resonance imaging
are extremely complex (and extremely interesting) and it is definitely beyond the scope of this
thesis to provide a thorough introduction to physical principals underlying it. However, the
principals underlying more recent developments in functional MR imaging modalities incl.
Diffusion Weighted Imaging (DWI) and Dynamic Contrast Enhanced Imaging (DCE) will be
explained in more detail as these were the most important techniques evaluated in this thesis.
Additionally, a brief overview is given of the pathophysiological processes which underlie
imaging of the prostate. For a more detailed understanding of the physics underlying MRI, the
reader is referred to: MRI in Practice by Catherine Westbrook (1).
BASIC PRINCIPALS OF MAGNETIC RESONANCE IMAGING
Certain atoms are characterized by their tendency to align their axis of magnetic moment to an
external magnetic field. This happens because of their inherent angular moment or spin, as they
contain positively charged protons, that is, they possess electrical charge. The laws of
electromagnetic induction (as described originally by Faraday) refer to three individual forces
30
Background to Functional MRI of the Prostate 2
Background to Functional MRI of the Prostate 2
motion, magnetism and charge. The law of Faraday states that if two of these forces are present,
then the third is automatically induced. Atoms that have the properties of aligning along a
magnetic field are amenable to MR imaging. The most important one is hydrogen (1H), partially
because of its profound abundance in living matter, but also because of its large gyromagnetic
ratio. Certain isotopes of particular nuclei including carbon (13C), phosphorus (31P) and fluorine
(19F) are also amenable to MR imaging.
Figure 1. Random positioning of hydrogen atoms in the absence of a magnetic field (left)
and alignment against/with the main magnetic field (depending on their energy) (right).
When hydrogen atoms are aligned within the external magnetic field, a precession occurs
around the field with a specific frequency (for a 3T magnet this is 127 MHz). If an external
radiofrequency pulse is applied at this exact frequency, low energy hydrogen atoms aligned with
the magnetic field (y-axis) are flipped over causing a change in the net magnetization moment.
The net magnetization is now in the transverse plane (x-axis). After the RF pulse, the net
magnetization slowly returns to the y-axis. Recovery of longitudinal magnetization (y-axis) is
caused by nuclei giving up their energy to the surrounding environment. The rate of recovery is
an exponential process with a recovery time constant called the T1 time. This is the time it takes
63% of the longitudinal magnetization to recover. T2 decay of transverse magnetization is
caused by nuclei exchanging energy with neighboring nuclei. The rate of loss of coherent
transverse magnetization is also an exponential process, with the T2 relaxation time of a tissue,
the time it takes for 63% of the transverse magnetization to be lost. Using a receiver coil placed
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Background to Functional MRI of the Prostate 2
over the patient this change in magnetization after the RF pulse can be measured. The T1 and
T2 time for different tissues and molecules differs
between tissues on MR imaging.
Figure 2. Schematic presentation of the sequence of events in an MRI scanner. After the
RF pulse on the hydrogen atoms, placed in a magnetic field, spin magnetization is flipped
into the transverse direction.
A clinical 1.5T MRI scanner T1-w image of the prostate T2-w image of the prostate
The T1-weighted (T1-w) and T2-weighted (T2-w) images are considered anatomical images and
the functional MR imaging modalities considered hereafter are DCE-MRI and DWI-MRI with the
exception of MR spectroscopic imaging, not included in this chapter.
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Background to Functional MRI of the Prostate 2
A. DYNAMIC CONTRAST ENHANCED MRI
Pathophysiological basis - Angiogenesis and the prostate
For a prostate tumour, one critical factor that affects development, growth, invasiveness, and
progression into the metastatic form is the ability of the tumour to generate new blood vessels.
Angiogenesis, which we define as the sprouting of new capillaries from existing blood vessels,
and vasculogenesis, the de novo generation of new blood vessels, are the two primary methods of
vascular expansion by which nutrient supply to tumour tissue is adjusted to match physiologic
needs. Angiogenesis is an essential component of several normal physiologic processes,
including menstrual cycle changes in the ovaries and uterus, organ regeneration, wound healing,
and the spontaneous growth of collateral vessels in response to ischemia (2). Pathologic
angiogenesis is an integral part of a number of disease states, including rheumatoid disease, age-
related macular degeneration, proliferative retinopathy, and psoriasis, as well as being critical
for the growth and metastasis of malignant tumours (3).
A number of different mechanisms are involved, including vessel sprouting and bridge
formation. These processes depend on the migration and proliferation of endothelial cells.
Circulating endothelial progenitor cells derived from bone marrow are also recruited to sites of
active angiogenesis by tumour-derived growth factors such as vascular endothelial growth
factor (VEGF) (4). Tumour growth larger than 12 mm in diameter in solid tissues cannot occur
without vascular support (5). Tumour neovascularization often lags behind tumour growth,
leaving areas of low oxygen tension (hypoxia). The decrease in oxygen tension stimulates
further angiogenesis through various signaling pathways by the production of numerous
transcriptional factors, the most important being hypoxia-inducible factors (HIFs), especially
HIF-1 and HIF-2 (6). In the presence of hypoxia, HIF-1 binds to HIF-1 at the HIF response
elements (HREs); this is made possible because HIF-1 does not undergo hydroxylation and
subsequent degradation. Many of the genes activated by the HIF-HRE complex are beneficial to
tumour survival, including those involved in angiogenesis (VEGF), glucose metabolism (glucose
transporter 1), proliferation (insulin-like growth factor 2), and pH regulation (carbonic
anhydrase 9) (7) (Fig 1). Mediation of the physiologic and pathologic stimulation that causes a
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Background to Functional MRI of the Prostate 2
change in cellular phenotype is enacted by a variety of pro-angiogenic factors, which include the
following: (a) VEGF, the most prominent of the angiogenic stimulators; (b) thymidine
phosphorylase, also known as platelet-derived endothelial growth factor; (c) matrix
metalloproteinases (MMPs), a multifarious family of proteolytic enzymes involved in the
breakdown of extracellular matrix; (d) carbonic anhydrase 9, an enzyme that catalyzes the rapid
conversion of carbon dioxide and water into carbonic acid, protons, and bicarbonate ions; and
(e) cyclooxygenase-2, a key enzyme in the prostaglandin biosynthesis pathway that converts
arachidonic acid to prostaglandin (7).
Figure 1. Cascade of gene activations with HIF, after hypoxic stimulation. Cascade results
in eventual angiogenesis to overcome the hypoxia. CA-9 = carbonic anhydrase 9, COX-2 =
cyclooxygenase-2, GLUT-1 = glucose transporter 1.
The importance of angiogenesis in prostate cancer is well established. Angiogenesis is an
integral part of benign prostatic hyperplasia, is associated with prostatic intraepithelial
neoplasia, and is a key factor in the growth and metastasis of prostate cancer (Fig 2). The results
of some studies have demonstrated a direct correlation of angiogenesis with Gleason score,
tumour stage, progression, metastasis, and survival (8,9). Angiogenesis is not directly associated
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Background to Functional MRI of the Prostate 2
with serum PSA levels, which might reflect the ability of PSA to convert plasminogen to
angiostatin-like fragments, possibly contributing to the slow growth of prostate tumours.
Expression of angiogenic cytokines in prostate cancer might be induced as a response to hypoxic
stress or by hormonal stimulation but can also result from activation of oncogenes. The
angiogenic process in prostate cancer is highly dependent on VEGF. VEGF is produced in
abundance by the prostatic secretory epithelium of normal, hyperplastic, and tumour-containing
prostate glands. With respect to the vasculature, it is clear that VEGF is required for vascular
homeostasis in benign prostatic hyperplasia, and the overproduction of VEGF maintains a high
fraction of immature vessels (those without investing pericytes and/or smooth muscle cells) in
prostate cancers (10,11). In the prostate, production of VEGF requires continual stimulation by
androgens, and at androgen withdrawal, VEGF expression is down-regulated, and tumours
undergo vascular regression before tumour cell death (12). VEGF has a positive association with
microvessel density, tumour stage and grade, and disease-specific survival in patients with
prostate cancer (13). As noted earlier in this section, HIF-1 is a key mechanism for VEGF
regulation, and it is known that HIF-1 is up-regulated in the majority of prostate tumour tissues
and that its expression is induced in prostate cancer in situ (14).
Figure 2. Growth and metastasis of tumour with hypoxia-induced angiogenesis, mediated
by VEGF.
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Background to Functional MRI of the Prostate 2
Role of DCE-MRI in visualizing angiogenesis in the prostate
A number of distinguishing features are characteristic of malignant vasculature, many of which
are amenable to study with dynamic contrast agentenhanced MR imaging methods. These
features include (a) spatial heterogeneity and chaotic structure: little hierarchy of vascular
structures is observed, with abrupt changes in diameter and blind-ending vessels, particularly
within the centers of tumours; and few structurally complete arteries or veins are found with
sinusoidal capillary plexuses prevailing; the remodeling of the vasculature seen in inflammation
or wound healing is largely missing; (b) poorly formed fragile vessels with high permeability to
macromolecules because of the presence of large endothelial cell gaps or fenestrae, incomplete
basement membrane, and relative lack of pericytes or smooth muscle association with
endothelial cells; (c) arteriovenous shunting, high vascular tortuosity, and vasodilatation; (d)
intermittent or unstable blood flow (with acutely collapsing vessels and areas of spontaneous
hemorrhage; and (e) extreme heterogeneity of vascular density, with areas of low vascular
density mixed with regions of high angiogenic activity. These features are distinct from the
organized regular structure and normal blood flow seen in mature vessels. Angiogenic vessels
are also leaky, a feature that aids extracellular matrix signaling and metabolism, as well as
contributing to tumour cell invasion and metastasis (10). These tumour-induced vascular and
structural abnormalities result in functional impairments that are important to dynamic
contrast-enhanced MR imaging observations, including the following:
1. The interstitial pressure is increased because of an increased vascular permeability and
poor lymphatic drainage. As a result, the interstitial space is enlarged (by as much as five
times), allowing low-molecular weight contrast agents to accumulate. The higher interstitial
pressure also leads to compression of vessels and thus increased vascular resistance and
regional areas of acute perfusion-related hypoxia.
2. The transcapillary permeability increases, allowing a more rapid exchange of low-
molecular-weight contrast agents. As a consequence, contrast agents are more easily able to
access the interstitial extracellular space and flow out when plasma levels drop. This can be
observed as an increase in MR signal intensity followed by a subsequent decrease.
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Background to Functional MRI of the Prostate 2
3. The total vascular cross-sectional area may increase and can be combined with arterio-
venous shunts. This gives rise to increased blood flow overall. The global increase in flow in
cancers causes the bolus of contrast agent to arrive just a little earlier than it does in
surrounding normal tissue. In the prostate, differences in arrival time between normal and
abnormal tissue are short (differences of only 1 second have been observed). It is important
to remember that all of these functional changes do not necessarily occur homogeneously
throughout the tumour but most often are heterogeneously distributed, and they need not
coincide spatially. Thus, areas of increased interstitial volume may occur separately (at
different locations) from areas of increased permeability.
Fast T1-weighted dynamic contrast-enhanced MR imaging for monitoring the uptake of an
intravascular contrast agent has proved itself to be a powerful technique for studying the
characteristics of the microvasculature of prostate tumours and normal prostatic tissues. The
essence of fast prostate T1- weighted dynamic contrast-enhanced MR imaging lies in the
differences in microvascular characteristics that have been observed between normal and
malignant prostatic tissues. Differences in the enhancement pattern observed in the prostate are
due to three physiologic processes in the microvasculature:
a) perfusion, or blood flow; the higher the perfusion, the quicker the contrast agent will be
available for diffusion into the extravascular extracellular space;
b) capillary permeability; the higher the permeability and the greater the microvessel
surface area, the faster the transfer of contrast agent to the extravascular extracellular
space and the greater the rate of T1-weighted enhancement; and
c) cellular density; the higher the cellular density outside the vasculature, the less free
interstitial fluid is available for relaxivity changes induced by the gadolinium-based
contrast agent (i.e., reduced extravascular extracellular space).
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Background to Functional MRI of the Prostate 2
Permeability, or leakiness, of capillaries refers to the ability of molecules to pass through
interendothelial fenestrae and junctions into the interstitial compartment. Note that most
normal tissues are leaky to micromolecules (the exception being the brain because of the blood-
brain barrier), but macromolecular permeability is specific for tumours; that is, high
permeability of the vasculature is a characteristic of pathologic blood vessels in inflamed tissues
and tumours. It is because both benign and malignant tissues are leaky to low-molecular-weight
contrast agents that simple pre- and post-contrast images are usually ineffective in detecting the
intraprostatic location of prostate cancer; only minimal differences between benign tissue and
prostate cancer are seenunlike the case in the brain, which, as stated previously, has an
intrinsic low vascular permeability. Imaging performed for a few minutes after administration of
contrast agent has been described as a way to detect breast lesions (19); however, in the
prostate, nearly all tissues tend to enhance similarly on these images (20). It is for these reasons
that dynamic sequences acquired at high temporal resolution by exploiting differences in
perfusion are currently the only way of differentiating prostatic tissues.
Principals underlying DCE-MRI
Dynamic contrast-enhanced MR imaging with the routinely available low-molecular-weight
gadolinium chelates enables noninvasive imaging of tissue functional vascular features. The
three essential aspects of dynamic contrast-enhanced MR imaging include:
a) Fast dynamic imaging, referring to the temporal (time) component in imaging; complete
coverage of the anatomic area with a fast T1-weighted sequence is required before and
after the bolus injection of a lowmolecular-weight contrast agent;
b) Contrast agent administration, that is, intravenous administration of a low-molecular-
weight, usually gadolinium-based contrast agent; increases in signal intensity are seen
on the dynamically acquired T1-weighted MR images; and
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Background to Functional MRI of the Prostate 2
c) Quantification of signal intensity changes, that is, semiquantitative and quantitative
estimation of signal intensity changes to determine the kinetic parameters of the
contrast agent.
Depending on the technique used, data can be obtained reflecting the tissue perfusion (blood
flow, blood volume, and mean transit time), the microvessel permeabilitysurface area product,
and the extracellular leakage space. Insights into these physiologic processes can be obtained by
the evaluation of kinetic enhancement curves or by the application of complex compartmental
modeling techniques. In addition to the signal intensity increases observed with T1-weighted
MR sequences, it is possible to observe the effects of the contrast agent while still confined to the
early vascular phase. While in the vascular space, concentrated contrast agent produces focal
magnetic field inhomogeneities that result in a decrease in the signal intensity of the
surrounding tissues (T2* effect). Thus, MR sequences can be designed to be:
a) Sensitive to the vascular phase of contrast agent delivery (the so-called T2*-weighted or
susceptibility-based methods), which reflect tissue perfusion and blood volume; or
b) Sensitive to the presence of contrast agent in the extravascular space (also termed T1-
weighted or relaxivity-based methods) and reflecting the perfused microvessel area and
permeability, as well as the extravascular extracellular leakage space.
The choice of the dynamic contrast-enhanced MR imaging sequences and parameters to be used
will depend on the required anatomic coverage, the acquisition times, the susceptibility to
artifacts resulting from magnetic field variations, and the need for quantification (10).
Analysis of the tissue signal intensity or the uptake of gadolinium-based contrast agent can be
done semiquantitatively (eg, with the onset time, the maximum enhancement, or the time to
peak) or with more complicated but quantitative pharmacokinetic modeling approaches. The
latter methods quantify enhancement with parameters like the transfer constant (Ktrans), the
volume of interstitial extravascular extracellular space (Ve), and the rate constant (kep) (15). The
quantification of kinetic parameters has the advantages of being biologically meaningful, helping
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Background to Functional MRI of the Prostate 2
Background to Functional MRI of the Prostate 2
to establish objective criteria for classifying tissues, and being able to be used to objectively
assess the response to therapy (9,16).
A relationship exists between the uptake rate for gadolinium-based contrast agent and the
surface area of perfused microvessels. Histopathologic examination can only show microvessel
density and does not provide information with regard to the functionality (perfusion) of the
microvessels. It is important to note that implanted tumour xenograft data show that there is a
discrepancy between perfused and visible microvessels at histologic examination. The perfusion
of microvessels shows a variation from 20% to 85% at any given time (17,18). Dynamic MR
imaging can therefore provide additional information on tumour neovascularity as well as the
perfused fraction of vessels. Two aspects of dynamic MR imaging are of extra importance:
contrast agents and microvasculature of the prostate. These two will be discussed in the
following sections.
Contrast Agents
A number of different groups of contrast agents could be used for assessment of the angiogenic
status in tumours. These groups include (a) low-molecularweight agents (30 000 Da) designed for prolonged intravascular retention
(macromolecular contrast agents or blood pool agents), such as gadofosveset trisodium, which
itself is of low molecular weight but binds rapidly to plasma albumin and so effectively behaves
like a macromolecular contrast agent; however, there is a small fraction that remains unbound,
particularly in the first 1 minute after contrast agent administration; and (d) agents intended to
accumulate at sites of concentrated angiogenesisnanoparticulate gadoliniumcontaining
liposomes. In the United States, for dynamic contrast-enhanced MR imaging, only low-
molecular-weight gadolinium chelate contrast agents are currently approved. They shorten the
longitudinal (spin lattice) T1 relaxation of protons, resulting in increased signal intensity on T1-
weighted MR images. The increase in signal intensity is dependent on the native T1 relaxation of
tissue, the dose of the contrast agent, the imaging sequence and parameters used, and the gain
and scaling factors of the MR imaging equipment. These agents are unable to cross cell
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Background to Functional MRI of the Prostate 2
membranes and thus will stay in the intravascular extracellular space (blood plasma) or the
extravascular extracellular space (interstitial fluid space). Note that although gadolinium
chelates affect protons in their immediate vicinity, proton diffusion occurs sufficiently quickly
for their sphere of influence to extend to the intracellular compartment. Thus, although
gadolinium chelates cannot enter intact cells, they can and do affect the proton relaxation in
cells. In Europe, a wider range of agents has recently become available: superparamagnetic iron
oxide agents like ferumoxides, which might be used in dynamic susceptibility-weighted MR
imaging, as well as the first clinically available blood pool contrast agent, gadofosveset
trisodium. The exact role of these contrast agents in oncologic imaging still needs to be defined.
Figure 3 shows a work-flow diagram for the technique of DCE-MR imaging.
Figure 3. Work-flow diagram to show the technique of DCE-MR imaging, from intravenous
(IV) administration of contrast agent to the generation of colored images.
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Background to Functional MRI of the Prostate 2
Contrast Agent Administration
For optimal qualitative and quantitative estimation of dynamic contrast agentrelated changes
in prostatic tissue, controlled administration of a bolus of contrast agent into a peripheral vein is
required. Manual administration can result in distorted enhancement characteristics. To
minimize this problem, automatic power injectors should be used with fixed administration
rates (usually 2.5 mL/sec although a higher rate of. 4-5 ml/sec seems more advantageous). After
injection of the bolus of gadolinium-based contrast agent, a normal saline flush is also needed to
clear the line and to chase the injected bolus of contrast agent into the central circulation.
Dynamic Sequences
T1-weighted sequences.The T1-weighted signal intensity increase in tissue (Fig. 4) is
dependent on the baseline T1 value. In general, quantification is improved by estimating
changes in the T1 relaxation rate at each time point during the dynamic acquisition. T1-weighted
sequences, usually of gradient-echo or saturation-recovery/inversion-recovery snapshot types,
are used for data acquisition. High spatial resolution to cover the whole prostate can only be
achieved by compromising the temporal resolution and vice versa.
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Background to Functional MRI of the Prostate 2
Background to Functional MRI of the Prostate 2
Figure 4. Graphs of signal intensity versus time for a T1-weighted dynamic contrast-
enhanced MR imaging acquisition. Different semiquantitative parameters are calculated
from the graph after curve-fitting algorithms have been applied.
As a result, two types of schemes having different temporal resolutions are used when
performing dynamic contrast-enhanced MR imaging of the prostate: a) slow sequences
(temporal resolution, approximately 30 seconds) with high spatial resolution; these in general
have high sensitivity and low specificity; and b) Fast sequences (imaging techniques with
temporal resolution of 14 seconds) with lower spatial resolution; these have low sensitivity
and high specificity.
The optimal temporal resolution and spatial resolution still need to be established to achieve the
highest sensitivity and specificity, and this will depend on the clinical question. To date, most
researchers have used strategies of high temporal resolution, but it seems that cancer might be
accurately depicted, at least in the peripheral zone, by using slower sequences (21). The great
advantage of higher temporal resolution, compared with low temporal resolution, is the ability
to accurately quantify enhancement parameters and gain valuable pharmacokinetic information.
Although most studies emphasize high temporal resolution at the expense of spatial resolution,
lower spatial resolution may not depict critical features needed for optimal staging (e.g., minimal
capsular penetration). Despite this, studies with high temporal resolution have shown that
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Background to Functional MRI of the Prostate 2
dynamic contrast-enhanced MR imaging can improve the staging capabilities of less-experienced
radiologists (22).
Figure 5. Graphs of signal intensity versus time showing the difference between fast (left)
and slow (right) acquisition methods.
Data Processing
T1-weighted sequence data.From the raw data acquired with the T1-weighted sequence, a
pixel-by pixel analysis of signal intensity changes is made. Signal enhancement seen on T1-
weighted dynamic contrast-enhanced MR images can be assessed in two ways:
a) Semiquantitative analysis of signal intensity changes and
b) Quantitative analysis of contrast agent concentration (change in relaxivity) by using
pharmacokinetic modeling techniques.
Semiquantitative parameters describe signal intensity changes by using a number of descriptors.
These parameters include curve shape, onset time (t 0 = time from injection or appearance in an
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Background to Functional MRI of the Prostate 2
artery to the arrival of contrast agent in the tissue of interest), gradient of the slope of
enhancement curves, maximum signal intensity, area under the signal intensity curve at a fixed
time point (usually 6090 seconds after onset time), and washout gradient (late washout). These
parameters have the advantage of being relatively straightforward for calculation, but they are
limited by the fact that they are not biologically meaningful, may not accurately reflect contrast
agent concentration in tissues, and can be influenced by the imaging equipments settings
(including gain and scaling factors). These factors limit the usefulness of semiquantitative
parameters and make between-patient and between-system comparisons difficult.
Quantitative techniques use pharmacokinetic modeling, which is usually applied to changes in
the contrast agent concentrations in tissue. Signal intensity changes observed during dynamic
acquisition are used to estimate contrast agent concentration in vivo (23). Concentration-time
curves are then mathematically fitted by using one of a number of recognized pharmacokinetic
models, and quantitative kinetic parameters are derived. Examples of modeling parameters
include the volume transfer constant of the contrast agent (Ktrans [formally called the
permeabilitysurface area product per unit volume of tissue], measured in units per minute), the
interstitial fluid space as a percentage of unit volume of tissue (Ve), and the rate constant (kep,
measured in units per minute). These standard parameters are related mathematically (24): kep
= Ktrans/Ve (1). Quantitative parameters are more complicated to derive than those derived
semiquantitatively, which deters their use. However, commercially available software is
beginning to appear, and if contrast agent concentration can be measured accurately and if the
type, volume, and method of administration of contrast agent are consistent, then it is possible
to directly compare pharmacokinetic parameters acquired serially in a given patient and in
different patients imaged at the same or different imaging sites (25). Uncertainties exist with
regard to the reliability of kinetic parameter estimates derived from the application of contrast
agent kinetic models to T1-weighted dynamic contrast-enhanced MR imaging data. These
uncertainties derive from assumptions implicit in kinetic models and those assumptions made
for the measurement of the contrast agent concentration in tissue. The vascular input function
used in the calculations also affects the reliability of the data obtained; robust methods for
measuring arterial input function for routine dynamic contrast-enhanced MR imaging studies
are currently emerging but are still not widely available (2628).
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Background to Functional MRI of the Prostate 2
Figure 6. Body compartments accessed by low-molecular-weight contrast agents. IV =
intravenous.
Quantitative Dynamic Contrast-enhanced Parameters
1. Extravascular Extracellular Space Volume (Ve)
The volume of extravascular extracellular space (Ve) is defined as:
where [Cgd]plateau_prostate is the prostate gadolinium concentration at plateau of peak
enhancement (i.e., the signal amplitude at which the exponential curve levels off), and
[Cgd]plateau_ref_tissue is the gadolinium concentration at plateau of peak enhancement in the
reference tissue used for calibration purposes. Ve refers to the space into which gadolinium
can leak from a capillary and has the benefit of specifically excluding the vascular space.
There may be regions (such as fibrous tissue) that are in the extravascular extracellular space
and yet are inaccessible to gadolinium-based contrast agents. Alternatives terms would
therefore be leakage space or distribution space. This is a theoretical parameter, though; and
in practice, in leaky tumours the contribution of plasma contrast agent and interstitial
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Background to Functional MRI of the Prostate 2
contrast agent cannot be discriminated. Thus, Ve in practice measures the total extravascular
extracellular volume and therefore, 1 - Ve represents the cellular fraction.
2. Rate Constant (kep)
The rate constant (kep) is defined as:
where ttpprostate is the time to peak enhancement in the prostate, and ttpref_tissue is the time to
peak enhancement in the reference tissue. The rate constant kep is formally the diffusion rate
constant between the extravascular extracellular space and blood plasma. Both the volume
transfer constant and the rate constant have the same units (units per minute). kep Is always
greater than the transfer constant Ktrans. For a range of typical extravascular extracellular
space fractional volumes seen in tumours (Ve = 20%50%), kep is two to five times higher
than Ktrans. The kep is the exponential decay constant for tissue concentration that would result
if the arterial concentration could be (a) instantaneously raised from zero to a constant value
or (b) dropped to zero. The kep is also the mean residence time for contrast agent in the
extravascular extracellular space after a bolus arterial input (24).
3. Volume Transfer Constant (Ktrans)
The volume transfer constant Ktrans is defined as follows:
47
Background to Functional MRI of the Prostate 2
Background to Functional MRI of the Prostate 2
Ktrans has several physiologic interpretations, depending on the balance between capillary
permeability and blood flow in the tissue of interest. In high-permeability situations, where
diffusion through the interendothelial fenestrae is limited by flow, Ktrans is equal to the blood
plasma flow per unit volume of tissue. In the other limiting case of low permeability, where
contrast agent diffusion is limited by permeability, Ktrans is equal to the permeabilitysurface
area product of the capillary vessel walls, per unit volume of tissue (24).
Limitations of the DCE-MERI technique
It should be evident that dynamic contrast-enhanced MR imaging combined with high-spatial
resolution T2-weighted imaging and Diffusion weighted imaging will remain the mainstay of
prostate cancer MR imaging for the foreseeable future. However, the limitations of dynamic
contrast-enhanced MR imaging should be borne in mind. The transition zone, often replaced by
benign prostatic hyperplasia, can be highly vascularized and show rapid and high levels of
enhancement. As noted previously, discriminating normal transition zone and benign prostatic
hyperplasia from tumours within the same region is often challenging. Pathologic but
nonmalignant lesions within the prostate can often also mimic tumour on dynamic contrast-
enhanced MR images. The most common of these lesions are high-grade prostatic intraepithelial
neoplasia and prostatitis; the underlying reasons for the overlap with tumour lies in the fact that
these lesions also incite angiogenic responses in tissues. Administration of a contrast agent is an
invasive procedure with additional costs and potential side effects. For quantitative dynamic
contrast-enhanced MR imaging to be widely applied in clinical practice, it is necessary to
develop standardized robust analytic approaches for the measurement of enhancement. This
includes the need for commercial equipment manufacturers to provide robust methods for
rapidly measuring time-varying change in T1 relaxation rates, incorporation of arterial input
function into kinetic modeling processes (or other reliable methods that substitute for arterial
input function measurement), and robust analytic software that allows input from the different
MR imagers (17). Finally, interpretation requires a certain level of experience because no
quantitative parameter is able to be used to reliably separate tumour from benign tissues. In
conclusion, dynamic contrast-enhanced MR imaging has established itself as a valuable imaging
tool with a wide variety of applications for patients with prostate cancer.
48
Background to Functional MRI of the Prostate 2
Background to Functional MRI of the Prostate 2
Figure 7. Dynamic contrast-enhanced MR imaging in localization of prostate cancer. (a)
Histologic determination of tumour areas. (b) T2-weighted MR image. Arrows indicate
tumour. (ce) Semiquantitative parameters. (c) Wash-in rate. (d) Late washout. (e)
Relative enhancement. Quantitative parameters: (f-h). (f) Rate constant (kep). (g) Leakage
space (Ve). (h) Volume transfer constant (Ktrans). (i) Graph of signal intensity versus time
shows the difference between enhancement characteristics of tumour and normal
peripheral zone (PZ).
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Background to Functional MRI of the Prostate 2
Background to Functional MRI of the Prostate 2
B. DIFFUSION WEIGHTED IMAGING (DWI)
Pathophysiological basis and the role of DWI in depicting prostatic tissue
Water molecules exhibit random motion in tissue, related to temperature (Brownian effect)(29).
The intra- and extracellular movement of molecules in tissue is largely restricted by membranes
forming barriers to diffusion., The more barriers water molecules meet in a certain time interval,
the smaller the mean movement (diffusion) distance (32). The degree of restriction to water
diffusion in biological tissue is inversely correlated to tissue cellularity and the integrity of cell
membranes. Free motion of water molecules is more restricted in tissues with a high cellular
density. DWI can quantify this water motion in an indirect manner (30,31). The DWI pulse
sequence labels hydrogen nuclei in space, of which most is water molecules at any moment, and
determines the length of the path that water molecules travel over a short period of time
(labeling time in the order of 50 ms). DWI estimates the mean distance traveled by all hydrogen
nuclei in every voxel of imaged tissue. The greater this mean distance the higher the apparent
mobility of the water molecules in the tissue. In the clinical setting, diffusion-weighted
sequences are sensitized to detect diffusion distances ranging from 1 to 20 m predominantly
measuring microcapillary water movement (5% of total volume of voxel), intracellular and
extracellular space diffusion. From the DWI images quantitative values can be calculated, called
the apparent diffusion coefficients (ADC) with high values indicating free water movement and
low ADC values indicating restrictions to free movement.
DWI was initially used for the early detection of cerebral ischemia (36). The evolution of DWI
characteristics in cerebral ischemia over time has classically been attributed to the extracellular
to intracellular distribution of hydrogen nuclei caused by different types of edema (37). It has
been postulated that extracellular water molecules have a much higher range of mobility,
because they are not bound within membranes or by other cellular structures (38,39). When
this is translated to prostate tissue, which is predominantly glandular tissue, the predominant
contribution of the extracellular component is from tubular structures and their fluid content,
whereas the intracellular component is determined by the epithelial and stromal cells.
50
Background to Functional MRI of the Prostate 2
Background to Functional MRI of the Prostate 2
A prerequisite for the correct interpretation of diffusion and ADC images relies on good
knowledge of the diffusion characteristics of the different anatomic zones of the prostate and of
benign prostatic conditions compared with prostate cancer (40). The normal prostatic gland is
rich in tubular structures. This allows for abundant self-diffusion of water molecules within
these structure and provides high ADC values. In most cases, the peripheral zone can be easily
discriminated from the transition zone on DWI, because it displays relatively higher ADC values
(41-43). The exact background of this phenomenon remains unclear, because the exact ratio of
extracellular to intracellular components for the different anatomic zones of the prostate has not
yet been described. Moreover, exchange of water over membranes can obscure a fully
compartmentalized interpretation of the diffusion characteristics. The transition zone by
microscopic observation consists of more compact smooth muscle and sparser glandular
elements than the peripheral zone, leading to a lower extracellular to intracellular fluid ratio
(44). Furthermore, an age-related increase of T2 signal intensity of the peripheral zone
compared with the transition zone has also been demonstrated (45) and an age-related increase
in ADC values in both transition zone and peripheral zone has been seen (46), which are most
likely caused by atrophy in the prostate leading to reduced cell volume and enlarged glandular
ducts. Benign prostatic hyperplasia (BPH) gives rise to nodular adenomas in the transition zone
and with time these compress the central zone to form a pseudocapsule, consequently occupying
the complete transition zone. The peripheral zone is usually not affected by BPH and retains its
own histologic characteristics. BPH is defined by hyperplasia of all cells that constitute the
transition zone, with glandular, muscular, and fibrous compartments involved in various
degrees within a patient and between patients. This nodular hyperplasia gives rise to
inhomogeneous diffusion patterns and because tubular structures often remain in place, the
increased cellular density of hyperplasia, which is far less predominant than in prostate
carcinoma, might explain the observed reduction in ADC levels of the transition zone on DWI.
However since BPH has inhomogeneous diffusion characteristics, not only reduction in ADC but
also increases in ADCs have also been described (46).
Prostatitis almost uniquely originates in the peripheral zone. With respect to MR imaging,
chronic prostatitis is of far more importance than the acute prostatit