Multiple Sclerosis Therapeutics
Second edition
Multiple Sclerosis Therapeutics
Second edition Edited by
Jeffrey A Cohen MD
Mellen Center for Multiple Sclerosis Treatment and Research The Cleveland Clinic Foundation
Cleveland Ohio
USARichard A Rudick MD
Mellen Center for Multiple Sclerosis Treatment and Research The Cleveland Clinic Foundation
Cleveland Ohio USA
Prefaces written by
Henry McFarland MD Chief, Immunology Branch National Institute of Neurological
Disorders and Stroke National Institute of Health
Bethesda MD USA
LONDON AND NEW YORK
© 1999, 2003, Martin Dunitz Ltd, a member of the Taylor & Francis Group
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Second edition 2003
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Contents
Contributors
x
Preface to first edition
xxii
Preface to second edition
xxv
Acknowledgements
xxvii
I Introduction
1
Aspects of multiple sclerosis that relate to clinical trial design and treatment
Jeffrey A Cohen and Richard A Rudick
3
II Clinical trial methodology
2
Measures of neurologic impairment and disability in multiple sclerosis
Gary R Cutter
23
3
Assessment of neuropsychological function in multiple sclerosis
Jill S Fischer
38
4
Health-related quality of life assessment in multiple sclerosis
Deborah M Miller
66
5
Magnetic resonance imaging in multiple sclerosis: an overview
David H Miller
86
6
Measures of gadolinium enhancement in multiple sclerosis
Jack H Simon
103
7
Measures of magnetization transfer in multiple sclerosis
Massimo Filippi, Marco Rovaris, Joseph C McGowan and Carla Tortorella
136
8
Measures of T1 and T2 relaxation in multiple sclerosis
Marianne AA van Walderveen and Frederick Barkhof
176
9
Measurement of central nervous system atrophy in multiple sclerosis
Elizabeth Fisher and Richard A Rudick
197
10
Measures to quantify axonal damage in vivo based on magnetic resonance spectroscopy in multiple sclerosis
Douglas L Arnold and Paul M Matthews
220
11
Functional imaging in multiple sclerosis
Nancy L Sicotte
235
12
Use of cost analyses to improve our understanding of the therapeutic trade- offs for multiple sclerosis
Elizabeth D Kulas and Kathryn Whetten-Goldstein
251
13
Ethical considerations in multiple sclerosis clinical trials
William Pryse-Phillips
261
14
The process of drug development and approval in the USA, the European Union and Canada
Nadine Cohen, Ann Dodds-Frerichs, Tammy Phinney and John Watson
272
15
Sponsors, monitoring committees and investigators: the investigator’s perspective
Fred D Lublin and Stephen C Reingold
288
16
Guidelines for clinical trials of new therapeutic agents in multiple sclerosis:
reporting extended results from phase III clinical trials
Donald E Goodkin, Stephen C Reingold, William A Sibley, Jerry S Wolinsky, Henry F McFarland, Diane L Cookfair and Fred D Lublin
292
17
The failed clinical trial in multiple sclerosis
Lael A Stone, Richard A Rudick and Nancy D Richert
297
18
The challenge of long-term studies in multiple sclerosis: use of pooled data, historical controls, and observational studies to determine efficacy
John H Noseworthy
308
19
Emerging concepts of pathogenesis: relationship to MS therapies
Jorge R Oksenberg, Sergio E Baranzini and Stephen L Hauser
321
III Clinical trials of disease-modifying therapy 20
Interferons in relapsing-remitting multiple sclerosis
Ludwig Kappos
360
21
Interferons in secondary progressive multiple sclerosis
Ruth Ann Marrie and Jeffrey A Cohen
386
22
Biological responses to type I interferons: relationship to therapeutic effects in multiple sclerosis
Richard M Ransohoff
402
23
Glatiramer acetate as therapy for multiple sclerosis
Corey C Ford
418
24
Use of mitoxantrone to treat multiple sclerosis
Gilles Edan, Sean Patrick Morrissey and Hans-Peter Hartung
450
25
Intravenous immunoglobulin to treat multiple sclerosis
Franz Fazekas, Siegrid Strasser-Fuchs, Ralf Gold and Otto R Hommes
478
26
Therapeutic plasma exchange for multiple sclerosis
Brian G Weinshenker and Mark Keegan
495
27
Treatment of multiple sclerosis with methylprednisolone
Robert J Fox and R Philip Kinkel
512
28
Cyclophosphamide treatment of multiple sclerosis
Derek R Smith and Howard L Weiner
536
29
Treatment of multiple sclerosis by hematopoietic stem cell transplantation Richard K Burt, Bruce Cohen, Lorri Lobeck, William H Burns and Christopher Bredeson
558
30
Emerging disease-modifying therapies for multiple sclerosis
Karim Makhlouf and Samia J Khoury
572
31
Combination therapies in multiple sclerosis
Christian Confavreux
581
32
Sex hormones and other pregnancy-related factors with therapeutic potential in multiple sclerosis
Rhonda R Voskuhl
593
33
Complementary and alternative treatments in multiple sclerosis
Vijayshree Yadav and Dennis N Bourdette
609
IV Disease-modifying drug therapy in clinical practice
34
Disease-modifying drug therapy for multiple sclerosis in clinical practice
Lawrence M Samkoff and Andrew D Goodman
624
35
Treatment for patients with primary progressive multiple sclerosis
Siobhan M Leary and Alan J Thompson
646
36
Fatigue in multiple sclerosis
Lauren B Krupp
657
37
Management of spasticity in multiple sclerosis
François A Bethoux
669
38
Management of bladder and sexual dysfunction in multiple sclerosis
Scott E Litwiller
682
39
Treatment of disorders of mood and affect in multiple sclerosis
Sarah L Minden, Melissa Frumin and Jane L Erb
717
40
Treatment of pain, paresthesias, and paroxysmal disorders in multiple sclerosis
Marco A Rizzo
757
41
Treatment of tremor caused by multiple sclerosis
Anwar Ahmed, Jorge A Gonzalez-Martinez and Erwin B Montgomery
775
42
Management of cognitive impairment in multiple sclerosis
Steven R Schwid
788
43
Rehabilitation in multiple sclerosis patients
François A Bethoux
802
Contributors
Anwar Ahmed MD Movement Disorders Section Department of Neurology Cleveland Clinic Foundation Cleveland OH
USA
Douglas L Arnold MD MR Spectroscopy Unit
Montréal Neurological Institute and Hospital Montréal PQ
Canada
Sergio E Baranzini PhD Department of Neurology
University of California at San Francisco, School of Medicine
San Francisco CA USA
Frederick Barkhof MD MR Center for MS Research Vrije Universiteit Medical Center Amsterdam
The Netherlands
François A Bethoux MD Staff Physician
Mellen Center for Multiple Sclerosis Treatment and Research Cleveland Clinic Foundation
Cleveland OH USA
Dennis N Bourdette MD
Interim Chair and Roy & Eulalia Eulalia Swank Family Research Professor
Department of Neurology
Oregon Health & Sciences University Portland OR
USA
Christopher Bredeson MD Bone Marrow Transplant Program Department of Medicine
Medical College of Wisconsin Milwaukee WI
USA
William H Burns MD
Professor of Medicine and Microbiology Director, Bone Marrow Transplant Program Medical College of Wisconsin
Milwaukee WI USA
Richard K Burt MD Assistant Professor of Medicine
Division of Immune Therapy and Autoimmune Disease Northwestern University Medical School
Chicago IL USA
Bruce Cohen MD Department of Neurology
Northwestern University Medical School Chicago IL
USA
Nadine Cohen PhD
Senior Vice President, Regulatory Affairs Biogen, Inc.
Cambridge MA USA
Christian Confavreux MD Professor of Neurology
Head of Department, INSERM U 433 Service de Neurologie and
EDMUS Co-ordinating Center Hôpital Neurologique
Lyon France
Diane L Cookfair PhD Department of Neurology University at Buffalo, SUNY
Buffalo NY USA
Gary R Cutter PhD Professor of Medicine
Director, Center for Research, Design & Statistical Methods Department of Internal Medicine
UNR School of Medicine University of Nevada Reno NV
USA
Ann Dodds-Frerichs MBA
Director, Regulatory Affairs Biogen, Inc.
Cambridge MA USA
Gilles Edan
Department of Neurology CHU Pontchaillou Rennes
France
Jane L Erb MD Department of Psychiatry Brigham and Women’s Hospital Boston MA
USA
Franz Fazekas MD Professor of Neurology Department of Neurology and MRI Centre
Karl-Franzens-Universität Graz Graz
Austria
Massimo Filippi MD
Head, Neuroimaging Research Unit Department of Neuroscience San Raffaele Institute Milan
Italy
Jill S Fischer PhD
Consultant, Neuropsychological &
Health Outcomes Research Chicago IL
USA
Elizabeth Fisher PhD
Department of Biomedical Engineering Whitaker Biomedical Imaging Laboratory Lerner Research Institute
Cleveland Clinic Foundation Cleveland OH
USA
Corey C Ford MD PhD Medical Director
Clinical and MR Research Center and Multiple Sclerosis Specialty Clinic Albuquerque NM
USA
Robert J Fox MD Associate Staff
Mellen Center for Multiple Sclerosis Treatment and Research Cleveland Clinic Foundation
Cleveland OH USA
Melissa Frumin MD Instructor in Psychiatry
Harvard Medical School and Neuropsychiatrist Brigham Behavioral Neurology Group
Brigham and Women’s Hospital Boston MA
USA
Ralf Gold MD Department of Neurology Julius-Maximilians-Universität Würzburg
Germany
Jorge A Gonzalez-Martinez MD Section of Stereotactic and Functional Neurosurgery
Department of Neurosurgery Cleveland Clinic Foundation Cleveland OH
USA
Donald E Goodkin MD Director, Medical Affairs Amgen Corporation Seattle WA
USA
Andrew D Goodman MD Department of Neurology
University of Rochester School of Medicine and Dentistry Rochester NY
USA
Hans-Peter Hartung MD Professor and Chairman Department of Neurology Karl-Franzens-Universität Graz Graz
Austria
Stephen L Hauser MD Professor and Chairman Department of Neurology
University of California at San Francisco, School of Medicine San Francisco
USA
Otto R Hommes MD Chairman
European Charcot Foundation for MS Research Nijmegen
The Netherlands Ludwig Kappos
Outpatient Clinic Neurology-Neurosurgery University Clinics/Kantonsspital
Basel Switzerland
Mark Keegan MD FRCP(C) Department of Neurology Mayo Clinic and Foundation Rochester MN
USA
Samia J Khoury MD
Associate Professor of Neurology
Co-Director, Partners MS Center
Director, Clinical Immunology Laboratory Center for Neurologic Diseases
Brigham and Women’s Hospital Boston MA
USA
R Philip Kinkel MD
Director, Multiple Sclerosis Center Beth Israel Deaconess Medical Center Boston MA
USA
Lauren B Krupp MD Professor of Neurology
Director, Neuropsychology Research
Co-Director, MS Comprehensive Care Center Department of Neurology
State University of New York at Stony Brook Stony Brook NY
USA
Elizabeth D Kulas
Center for Health Economics Research Waltham MA
USA
Siobhan M Leary MD MRCP Institute of Neurology
University of London
National Hospital for Neurology and Neurosurgery London
UK
Scott E Litwiller MD FACS Urologic Specialists of Oklahoma Tulsa OK
USA
Lorri Lobeck MD Department of Neurology Medical College of Wisconsin Milwaukee WI
USA
Fred D Lublin MD
Corinne Goldsmith Dickinson Center for Multiple Sclerosis Mount Sinai Medical Center
New York NY USA
Karim Makhlouf MD Department of Neurology Odense University Hospital Odense
Denmark
Ruth Ann Marrie MD Department of Neurology
Mellen Center for Multiple Sclerosis Treatment and Research Cleveland Clinic Foundation
Cleveland OH USA
Paul M Matthews MD
Centre for Functional Magnetic Research Imaging of the Brain
Department of Clinical Neurology University of Oxford
John Radcliffe Hospital Oxford
UK
Henry F McFarland MD Chief, Neuroimmunology Branch
National Institute of Neurological Disorders and Stroke Bethesda MD
USA
Joseph C McGowan PhD Department of Electrical Engineering United States Naval Academy Annapolis MD
USA
David H Miller MD FRCP NMR Unit
The National Institute for Neurology London
UK
Deborah M Miller PhD LISW Director, Comprehensive Care
Mellen Center for Multiple Sclerosis Treatment and Research Cleveland Clinic Foundation
Cleveland OH USA
Sarah L Minden MD Assistant Professor of Psychiatry Harvard School of Medicine Brigham and Women’s Hospital Boston MA
USA
Erwin B Montgomery, Jr MD Center for Functional and Restorative Neuroscience
Departments of Neurology and Neuroscience Lerner Research Institute
Cleveland Clinic Foundation Cleveland OH
USA
Sean Patrick Morrissey MD Abteilung für Psychiatrie Universitätsklinikum Regensburg Regensburg
Germany
John H Noseworthy MD FRCP(C) Department of Neurology
Mayo Clinic and Foundation Rochester MN
USA
Jorge R Oksenberg PhD Assistant Professor
Department of Neurology
University of California at San Francisco San Francisco CA
USA
Tammy Phinney MSc Manager, Regulatory Affairs Biogen, Inc.
Cambridge MA USA
William Pryse-Phillips MD FRCP FRCP(C) Professor of Medicine (Neurology)
Memorial University of Newfoundland Health Sciences Centre
St John’s Newfoundland Canada
Richard M Ransohoff MD Department of Neurosciences Lerner Research Institute Cleveland Clinic Foundation Cleveland OH
USA
Stephen C Reingold PhD Research Programs
National Multiple Sclerosis Society New York NY
USA
Nancy D Richert MD PhD
Staff Clinician, Neuroimmunology Branch
National Institutes of Neurological Disorders and Stroke (NINDS) NIH, Bethesda MD
USA
Marco A Rizzo MD PhD Associate Director
Yale Center for Multiple Sclerosis Treatment and Research Yale University School of Medicine
New Haven CT USA
Marco Rovaris MD Neuroimaging Research Unit Department of Neuroscience San Raffaele Institute Milan
Italy
Lawrence M Samkoff MD Department of Neurology
University of Rochester School of Medicine and Dentistry Rochester NY
USA
Steven R Schwid MD Assistant Professor of Neurology
University of Rochester School of Medicine Department of Neurology
Rochester NY USA
William A Sibley MD Professor of Neurology
Arizona Health Sciences Center Tucson AZ
USA
Nancy L Sicotte MD
Assistant Professor of Neurology Division of Brain Mapping Department of Neurology UCLA School of Medicine Los Angeles CA
USA
Jack H Simon MD PhD
Professor of Radiology, Neurology and Neurosurgery Director of Neuroradiology and MRI
University of Colorado Health Sciences Center Denver CO
USA
Derek R Smith MD
MS Center, Brigham and Women’s Hospital Boston MA
USA
Lael A Stone MD Staff Neurologist
Mellen Center for Multiple Sclerosis Treatment and Research Cleveland Clinic Foundation
Cleveland OH USA
Siegrid Strasser-Fuchs MD Department of Neurology
Karl-Franzens-University Graz Graz
Austria
Alan J Thompson MD FRCP FRCPI
Garfield Weston Professor of Clinical Neurology and Neurorehabilitation Institute of Neurology
University of London
National Hospital for Neurology and Neurosurgery London
UK
Carla Tortorella MD Neuroimaging Research Unit Department of Neuroscience San Raffaele Scientific Institute Milan
Italy
Rhonda R Voskuhl MD Associate Professor
Department of Neurology
University of California, Los Angeles Los Angeles CA
USA
Marianne AA van Walderveen MD MR Center for MS Research
Vrije Universiteit Medical Center Amsterdam
The Netherlands John Watson BSc Director, Regulatory Affairs Biogen, Ltd.
Maidenhead, Berks UK
Howard L Weiner MD
MS Center, Brigham and Women’s Hospital Boston MA
USA
Brian G Weinshenker MD FRCP(C) Professor of Neurology
Mayo Clinic and Foundation
Rochester MN USA
Kathryn Whetten-Goldstein MPH PhD Duke University Center for Health Policy,
Law and Management and the Terry Sanford Institute of Public Policy Duke University
Durham NC USA
Jerry S Wolinsky MD Department of Neurology
The University of Texas at Houston Medical School Houston TX
USA
Vijayshree Yadav MD Fellow, Neuroimmunology
Oregon Health & Sciences University Portland VA Medical Center
Portland OR USA
Preface to first edition
A little over 20 years ago it was thought by many that research into experimental therapies in multiple sclerosis (MS) was, at best, unlikely to provide valid or reproducible information relating to the treatment of the disease. This pessimistic opinion was reflected at the First International Conference on Therapeutics in Multiple Sclerosis, held in 1982. The concerns were based on many unsubstantial claims for efficacy for treatments that could not be confirmed and on the failure to identify a significant treatment effect in the many trials that had been done prior to the meeting. While the failures were due in part to a highly variable and unpredictable clinical course, which is the clinical hallmark of the disease, there was also concern that a higher level of scientific quality was needed in experimental therapeutic research in MS. Today, research on new therapies in MS has become increasingly efficient and effective in identifying the effect of these therapies on the course of the disease. In fact, research into the treatment of MS can be considered an example of excellence in experimental therapeutics in neurological disease. The change is evidenced by the approval in the USA of three therapies for the relapsing-remitting phase of the disease.
The change can be related to several factors. Certainly, demonstration that magnetic resonance imaging (MRI) can provide an objective means for monitoring MS, at least in some phases of the disease course, has provided a very powerful tool in experimental therapeutics in MS. Most important, however, has been the growth of expertise in clinical research in MS. Impressive advances in the attention given to the design of clinical trials in MS ranging from early phase 1 or 2 studies to pivotal phase 3 studies are now evident.
Examples of clinical trials with severe or fatal flaws in trials design, common in the past, are now unusual. These advances reflect the growing importance given to clinical research in MS.
Despite these advances, many unresolved questions relating to the study of new therapies in MS persist. Beginning with an important meeting focusing on clinical outcomes in MS research sponsored by the National Multiple Sclerosis Society and held in 1994, use of both clinical and MRI outcomes has been carefully studied. New approaches to the assessment of clinical disease progression have been described and are now beginning to be used in clinical trials. Further, use of MRI as an outcome measure has been and continues to be carefully evaluated. Thus, summary of the advances in MS experimental therapeutics, including detailed assessment of clinical and MRI outcomes, is especially timely.
Early in the use of MRI as an outcome measure, many investigators were convinced that measure of disease activity on MRI could replace clinical outcome measures completely. It was hoped that MRI was a direct measure of the disease activity occurring in MS and that monitoring changes in disease activity as seen on MRI during the use of a new treatment could establish the effectiveness of that treatment. It is now clear that, although MRI is a very powerful tool, the ability to translate changes in disease activity
seen using conventional MR imaging directly to clinical outcomes is not perfect. It is becoming increasingly evident that the evolution of the MS lesion is complex and probably variable among patients. Further, the evolution of the pathological processes involved in the disease probably does not represent a continuum of a single process, but, instead, various components each contributing in different ways to damage of the myelin sheath and the axon. Thus, it is likely that the correlation between various MRI modalities differs during various stages of the disease process. For example, the level of disease activity as measured on T2-weighted images or on post-contrast T1-weighted images early in the course of the disease may be helpful in predicting the severity of future disease. These same measures of disease activity, when examined later in the course of the disease, may have little relationship to the level of disability existing at the time of study or to the future progression of the disease. It is likely that progression is closely related to irreversible damage to the myelin sheath and to axonal damage, neither of which are specifically reflected on T2-weighted images. Further, the level of new activity seen in contrast-enhanced T1-weighted images may only have a small impact on the overall level of disease once a large degree of diseased brain exists. Thus, it is hoped that imaging sequences, which have greater pathological specificity for the events contributing most directly to progression, will provide a more useful tool for monitoring new therapies in clinical trials.
The chapters incorporated in the first section of this book, written by individuals with particular expertise in their respective areas, will provide an up-to-date review of the assessment of clinical and MRI outcomes measures that are and that will be used in clinical trials in MS. Overall, the reader will develop an understanding of the problems in experimental therapeutics that are unique to MS, knowledge about clinical outcomes that form the heart of clinical trials, and a solid foundation regarding the strengths and weaknesses of imaging as an outcome measure in clinical trials in MS. The interest is experimental therapeutics in MS is growing rapidly as advances in immunology and genetics point to therapies that may have potential for modifying the disease process. The issues discussed will provide the reader with the information necessary to assess and to participate in this exciting area of clinical research.
Following this basic foundation, subsequent chapters examine the results of the most important symptomatic and disease-modifying therapies in MS. As one reviews current understanding of many of these therapies, one can understand the importance of well- designed clinical studies. Unfortunately, in many cases, the effectiveness of these therapies is incompletely resolved. More importantly, the ability of many of the therapies to have a truly modifying effect on the course of the disease is uncertain. As implied above, it is likely that the effect of some of these therapies will differ among patients and with respect to the stage of the disease process when they are administered. As the reader evaluates the results obtained with therapies that have been tested in MS, the need for continued improvement in trial design will become apparent. The decision as to whether and when to treat is dependent upon both the physician and the patient having a complete understanding of the effect of the therapy in relation to the stage of the disease and in relation to side effects. In many cases, considerable uncertainty still exists and assessment by both physician and patient of the risks in relation to the benefit is difficult.
It is hoped that careful attention to future trial design and the use of new imaging modalities to define better the effect of the therapies will lead not only to new, effective treatments but also to improved understanding of the disease process.
Henry McFarland MD National Institutes of Health, Bethesda, USA
Preface to second edition
Progress in our understanding of multiple sclerosis or in our ability to treat the disease was remarkably small until the beginning of the 1990s. In contrast, during the 1990s progress both in the identification of therapies and in the understanding of the pathophysiology of the illness progressed rapidly. The first edition of Multiple Sclerosis Therapeutics presented an excellent state-of-the-art review of the results of advances in the understanding of the mechanisms and treatment of the disease. Fortunately, progress in MS research seen during the early 1990s has continued and over the past 3 years important new findings have emerged and observations made in previous years have been refined and focused.
With respect to our understanding of the biology of the disease, the past 3 years have seen a continued focus on the events occurring in the MS lesion and important new information on the heterogeneity of the pathological processes leading to myelin destruction has been described. The importance of damage to the axon, even early in the disease process, has been further defined and new information on repair processes or, more accurately, the failure of repair processes has been studied.
The implications of heterogeneity in the pathological processes producing myelin damage are great with respect to the probable impact of therapies; therapies that target an inflammatory component to the disease may have limited value in patients in whom myelin damage occurs in the absence of an important inflammatory component. Although the ability to determine which patient will or will not benefit from a particular therapy is not yet known, progress has been made over the past 3 years in understanding some of the mechanisms of the approved therapies and, slowly, the longer term value of these treatments is becoming better understood. Probably most important the results of recent clinical trials have made the value of treatment early in the disease course clearer.
Imaging continues to be an important tool for helping to establish the benefit of new therapies and for understanding the disease process. Formal guidelines for the use of MRI as a diagnostic tool have been developed and the value of MRI in selecting patients for early therapy is now generally accepted. The application of functional imaging to MS has increased, as has the focus on the cognitive changes caused by the disease.
Finally, a new emphasis is being placed on the management of the disease using approaches that can be an adjunct to disease modifying therapies. The role of rehabilitative strategies is being actively studied, as are other symptomatic therapies designed to improve the quality of life for individuals with the illness.
This new edition of Multiple Sclerosis Therapeutics has both updated prior chapters and added new chapters to reflect advances over the past few years. Because of the importance of new information which has appeared over the past three years on both approved and emerging therapies, chapters dealing with approved therapies such as beta interferon, glatiramer acetate and mitoxantrone, non-approved therapies used clinically such as IVIg and plasma exchange and new or evolving strategies such as stem cell
transplantation and the combination of multiple therapies have been extensively revised.
Further, new chapters have been added to review topics that have received attention since the publication of the first edition. These include chapters on sex hormones and pregnancy-related factors as well as a discussion of complementary and alternative therapies. Finally, a discussion on cost-benefit analyses has been included.
It is fortunate that a second edition is needed as it reflects the continued progress in helping to alleviate disease activity and the resulting symptoms of MS. Hopefully a third edition will be needed within a few years.
Henry McFarland MD National Institutes of Health, Bethesda, USA
Acknowledgements
Our thanks are due to the many authors who contributed towards this book. The publishers have been a pleasure to work with: our thanks to Martin Dunitz for providing early advice, and to Alan Burgess and Charlotte Mossop for all their efforts in co- ordinating the project and ensuring the expeditious publication of this book. Dr Bruce Trapp generously provided the beautiful micrograph on the cover. Finally, this book is dedicated to Sally, Jennifer, Joshua, Marilyn, Brian and Jamie.
I
Introduction
1
Aspects of multiple sclerosis that relate to clinical trial design and treatment
Jeffrey A Cohen and Richard A Rudick
INTRODUCTION
The past decade has witnessed substantial progress in our understanding of the pathogenesis of multiple sclerosis (MS), improvement in our ability to diagnose the disease and monitor its course, and the emergence of MS as a treatable neurologic disease. Nevertheless, the development of effective treatments for MS has been impeded by several characteristics of the disease. The purpose of this chapter is to discuss the aspects of MS that have an impact on the design of clinical trials, the development of new disease therapies, and patient care. These aspects include heterogeneity in disease course, in severity, and in manifestations; the presence of subclinical disease activity early in the disease; and the complexity of pathogenic mechanisms.
HETEROGENEITY IN MS
Disease course
The clinical course of MS presents challenges because the disease has strikingly heterogeneous clinical manifestations that evolve over decades in most patients. A classification of disease course has been developed by consensus (Table 1.1).[1] During the relapsing-remitting stage, periodic relapses occur at irregular and unpredictable intervals, averaging approximately one per year. The episodic attacks of neurologic dysfunction are followed by partial or complete recovery, and individual relapses are separated by a clinically stable phase. Relapses tend to become less conspicuous over the years, and the majority of patients (approximately 75%) ultimately evolve into a pattern of gradual neurologic deterioration, termed secondary progression. During this stage, physical, cognitive, emotional, social, and economic decline is the rule, and the illness seems more refractory to treatment. This stage of the disease is also difficult to study, because deterioration typically occurs slowly over the course of years, and the significant individual variability persists. The transition from relapsing-remitting MS to secondary progressive MS does not occur at a precise point in time. Rather, clinical relapses become less distinct episodes, recovery becomes less robust, and the relapsing-remitting stage blends into the secondary progressive stage, typically 10–20 years after the onset of symptoms. The transition to the secondary progressive stage can be dated only in retrospect, once it is clear that the patient has continuously worsened for months or years.
Eighty-five percent of patients have relapsing
Table 1.1 Clinical categories of multiple sclerosis
Disease category
Description
Relapsing- remitting MS
Episodic relapses with recovery and a stable phase between relapses. MS begins as relapsing-remitting MS in
approximately 85% of cases. Clinical relapses imply that the disease is active, but clinical remission does not mean the disease is quiescent. MRI studies have shown that the disease may be active when the disease is clinically inactive.
Secondary progressive MS
Gradual neurologic deterioration with or without
superimposed acute relapses in a patient who previously had relapsing-remitting MS. Over 75% of patients with
relapsing-remitting MS will develop secondary progressive MS. A major goal of disease therapy in relapsing-remitting MS patients is to prevent evolution to secondary progressive MS.
Primary progressive MS
Gradual, nearly continuous neurologic deterioration from the onset of symptoms. Some patients with primary progressive MS have onset in middle age and MRI and CSF findings identical to patients with secondary progressive MS. These patients probably have secondary progressive MS, but without evident clinical relapses during the early stage of disease. Other primary progressive MS patients appear to have a degenerative process with minimal evidence of inflammation. These patients present with a gradually worsening gait disorder and often have minimal cranial disease by MRI scans.
Progressive relapsing MS
Gradual neurologic deterioration from onset but with subsequent superimposed relapses. This is an unusual clinical pattern that may also be analogous to secondary progressive MS without an initial relapsing-remitting course.
Adapted from Lublin and Reingold.[1]
forms of MS, either relapsing-remitting MS or secondary progressive MS. Approximately 10–15% of patients have so-called primary progressive MS, in which continuous clinical deterioration occurs from the onset of disease (see chapter 34). Patients with primary progressive MS tend to have symptom onset at a later age (typically between the ages of 40 and 60 years), and the female preponderance seen with relapsing forms of MS is not evident. Patients with primary progressive MS present clinically with insidiously progressive spastic weakness, imbalance, and sphincter dysfunction; diffuse and less nodular T2 lesions on magnetic resonance imaging (MRI); fewer or no gadolinium- enhancing lesions; and little inflammatory change in the cerebrospinal fluid (CSF).[2]
These cases may represent a type of MS that is less dependent on inflammation and that may be primarily degenerative. A consensus has emerged that primary progressive MS should be considered separately from the other groups for the purpose of controlled clinical trials, in part because of uncertainty about the etiologic relationship between this
Multiple sclerosis therapeutics 4
form and the other categories. Some patients with primary progressive MS exhibit clinical features, MRI findings, and a CSF profile similar to those of patients with secondary progressive MS and probably have the same disease as secondary progressive MS, but without clinically distinct relapses during the early stage. This is probably also true of progressive relapsing MS. Thus, studies in primary progressive MS are problematic because these cases are relatively uncommon, and because the primary progressive MS category probably comprises a combination of secondary progressive MS patients who did not have a symptomatic relapsing-remitting stage and patients with a less inflammatory central nervous system (CNS) disease that is less responsive to immunomodulatory treatment approaches.
Common practice has been to attempt to select relatively homogeneous patient groups for inclusion in clinical trials, typically by defining disability limits using the Kurtzke Expanded Disability Status Scale (EDSS)[3] and by entering patients within specified disease categories. This strategy aims at reducing between-patient variability and increasing the power to show therapeutic effects with a given sample size. This explains why separate trials have been conducted for patients with relapsing-remitting MS, secondary progressive MS, and primary progressive MS.
There are several caveats to restricting trials to certain types of patients. First, excessively narrow entry criteria may impede recruitment. Second, it may not be clear whether the results of a trial enrolling a selected cohort of patients can be extrapolated to other groups of MS patients. Third, the distinction between clinical disease categories is not precise, and the reliability of classifying patients into these categories has never been tested. In all likelihood, there is an admixture of patients in MS trials. This point is well illustrated by the European and North American trials of interferon beta-1b in secondary progressive MS, in which two trials with very similar entry criteria enrolled different patient populations and yielded different results with the same therapeutic agent. The problems of classifying patients are most intense at the interface between relapsing- remitting MS and secondary progressive MS. As disease duration and EDSS increase, the patient is more likely to be categorized as having secondary progressive MS, and the cut- off point appears to be around EDSS 4.0. At this level and above, the large majority of patients would be classified as secondary progressive MS. Finally, it must be recognized that clinical disease categories are defined empirically—biologic markers for the categories are not available.
Table 1.2 lists characteristics of patients entered into several large MS clinical trials.
Despite overlap, disease duration and disability level are clearly different in trials in relapsing-remitting MS from trials in secondary progressive MS. Because the reliability and utility of restricting entry by disease category is unclear, some trials allowed entry of patients based only on disability criteria (e.g. the studies of sulfasalazine[4] and linomide[5]). Patients in these trials were intermediate between the populations in trials restricted to relapsing-remitting MS or secondary progressive MS in terms of disability score and disease duration.
Aspects of multiple sclerosis 5
Clinical manifestations
The potential clinical manifestations of MS are myriad and can include, among others, cognitive impairments of a variety of types, loss of vision or abnormalities of eye movements, weakness, spasticity, cerebellar dysfunction, sensory loss or positive sensory phenomena, bowel and bladder
Table 1.2 Patient characteristics in selected controlled clinical trials
Agent tested by clinical trial
n Age (years)
Duration of disease (years)
EDSS
Trials with entry restricted to relapsing-remitting MS
Interferon beta-1b[8] 372 35 4.4 2.9
Interferon beta-1a[10] 301 37 6.5 2.4
Interferon beta-1a[11] 560 35* 5.3* 2.5
Glatiramer acetate[9] 251 34 6.9 2.6
Mean 35.2 5.6 2.6
Trials with entry restricted to secondary progressive MS Interferon beta-1b
(European)[83]
718 41 13.1 5.1
Interferon beta-1b (North American)[84]
939 47 14.7 5.1
Interferon beta-1a (SPECTRIMS)[85]
618 43 13.3 5.4
lnterferon beta-1a (IMPACT)[27]
436 47 14.2 5.2
Mean 44.5 14.3 5.2
Trials with entry not restricted by disease category
Sulfasalazine[4] 199 28 5.5 2.5
Linomide[5] 715 46 15.3 5.2
Mean 42.1 13.2 4.6
*Median; all other values are mean.
dysfunction, fatigue, and paroxysmal phenomena.[6] Patients within a disease category exhibit a wide range of clinical manifestations in varying combinations, and manifestations typically change in individual patients over time. Even within multiply affected families, there is striking clinical heterogeneity between affected family members. Management of the wide variety of MS symptoms is a challenge to the clinician. However, with the increased emphasis on disease-modifying therapies, one needs to remember that identification and effective treatment of troublesome symptoms of MS can have a major beneficial effect on the patient’s ability to function and quality of life (see chapters 35–42).
The heterogeneity in potential clinical manifestations also presents significant challenges for the design of clinical trials. Separate trials and treatment arms within a given trial contain variable admixtures of clinical manifestations that are not necessarily
Multiple sclerosis therapeutics 6
evenly matched between studies. Outcome measures must be multidimensional to capture the ways in which MS affects patients. Traditional clinical outcome measures are heavily weighted towards motor impairment, particularly gait dysfunction. Common symptoms such as sphincter disturbances, pain, and fatigue may have significant effects on quality of life without affecting measures of physical impairment and disability. Finally, symptomatic and disease-modifying therapies may have differing effects on different disease manifestations (i.e. benefit for some with no effect on others, or even worsening).
Disease severity and prognostic factors
Because of pronounced variability, there is a need for accurate prognostic markers that could be used both for treatment decisions concerning individual patients and for selecting appropriate patients for clinical trials. Overall, 50% of patients are unable to carry out household and employment responsibilities 10 years after disease onset, 50%
require an assistive device to walk after 15 years, and 50% are unable to walk after 25 years.[7] However, about 10% of patients have unusually bad disease and deteriorate to severe irreversible disability in only a few years. Another 10% have benign disease, with intermittent neurologic symptoms but little disease progression and minimal disability decades after the initial symptoms.
Although the ultimate prognosis for MS is poor, it is a chronic disease that usually changes slowly. During the time frame of a clinical trial, typically 2–3 years, clinical evidence of disease activity is modest. For example, most patients in large-scale trials in relapsing-remitting MS experienced no relapses or only one relapse.[8–11] Also, in these studies, one-third or fewer of the placebo patients demonstrated worsening on traditional measures of impairment or disability, such as the EDSS, over 2–3 years. Clinical stability in the majority of placebo-treated patients results in the need for large sample sizes. One approach to this problem has been to develop more sensitive outcome measures (see below).
Another approach has been to attempt to enroll patients at risk of disease activity and exclude patients who are not likely to change during the trial. In groups of patients, benign disease has been associated with sensory symptoms or optic neuritis at onset, good recovery from relapses, and infrequent relapses early in the disease course.[12–14]
Conversely, symptom onset at an older age, progressive disease from onset, or poor recovery from relapses mark a relatively worse prognosis. However, clinical features are only weak predictors of overall prognosis, and their value for assigning prognosis for the purpose of informative enrollment in clinical trials has not been successful.[15] The presence of multicentric white matter lesions at the time of first MS symptoms has been associated with a higher risk of MRI and clinical disease progression in the subsequent 5 years.[16] The presence of gadolinium-enhancing lesions at baseline in a clinical trial predicts the frequency of clinical relapses, increase in T2 lesion volume, and the risk of brain atrophy progression over the subsequent 2 years.[17,18] Thus, most trials employ some entry criteria, either clinical (e.g. relapses or progression over a specified time period before the trial) or imaging (e.g. gadolinium-enhancing lesions on screening MRI scans), to identify patients with increased likelihood of exhibiting disease activity during the trial (so that they will be ‘informative’) and to exclude patients who are not likely to change during the trial period. However, these criteria are only partially effective. Also,
Aspects of multiple sclerosis 7
as discussed above, it must be remembered that overly restrictive entry criteria aimed at identifying active patients can make it difficult to find eligible patients and so impede recruitment.
CLINICAL OUTCOME MEASURES FOR MS TRIALS
Traditional clinical outcome measures
Traditional clinical outcome measures for MS trials include enumerating relapses and rating neurologic impairment or disability (see chapter 2). Relapses are defined as neurologic symptoms lasting at least 48 hours accompanied by a change in the neurologic examination that cannot be explained by infection or other intercurrent illness. Although seemingly straightforward, relapses can be difficult to identify precisely in clinical trials.
Patients often report changes in their symptoms without clear-cut changes on neurologic examination, or have changes recorded on their neurologic examination that are not associated with a change in symptoms. Furthermore, different neurologists almost certainly define relapses differently despite using the same broad definition above.
To address this inconsistency, investigators have attempted to create operational definitions for relapses, including predefined changes on the examination or rating scales required to confirm a relapse, but this creates different types of problems. Other investigators have graded the severity of clinical relapses on the basis of the magnitude of change on clinical rating scales or the extent of interference with functioning. These definitions of severity are somewhat arbitrary, however, and have not been validated. The relapse rate remains useful as an outcome measure in controlled trials, but it is critical to mask the treatment from patients and evaluator effectively, because a relapse is in large part patient-defined. It is also absolutely mandatory that the relapse data be analysed in terms of impairment and disability data derived from the neurologic examination or quantitative tests of neurologic function. This is particularly important because patients typically experience fewer relapses while converting to steadily progressive neurologic deterioration.
A sizeable number of MS clinical rating scales of impairment and disability have been developed. Traditionally, the EDSS[3] has been the most frequently used scale in MS trials. The EDSS is an ordinal scale that comprises 19 steps between 0 and 10 in 0.5-point increments; increasing score represents increasing disability. Between 0 and 3.5, the composite score is based on the scores assigned to eight functional system scales.
Between 4.0 and 5.5, the composite score represents the distance that the patient can ambulate; 6.0 represents the use of unilateral assistance such as a cane to walk; 6.5 represents the need for bilateral assistance, such as a walker. Scores from 7.0 to 9.5 represent increasing degrees of immobility and dependence. Groups of patients progress up the EDSS in a reasonably ordered and consistent way, and the EDSS has become well accepted as the standard method for categorizing patients by disease severity.
The EDSS has been criticized because of several shortcomings related to its use as an outcome measure for controlled clinical trials.[19] The main problems with the EDSS can be summarized as follows:
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1 The standard neurologic examination is inherently subjective. In the lower range of the EDSS, the definitions for scoring the functional system scales based on the
examination are vague and subjective. As a result, intra-rater and inter-rater reliability of the EDSS are poor even with formal training of evaluators.
2 In the middle range of the scale, the EDSS is almost entirely an ambulation instrument.
Changes in other neurologic manifestations (e.g. arm function and vision) have no impact on the score. Furthermore, the information about ambulation is truncated into a small number of discrete categories, and so important information about change in walking ability is discarded. For example, an individual patient may remain at the 6.5 level for several years, during which walking becomes increasingly limited. The change may be apparent to both the patient and the evaluator, but the EDSS does not reflect it.
3 Because it is based on the standard neurologic examination, the EDSS is insensitive to cognitive impairment, a common and clinically important aspect of MS (see chapters 3 and 41).
4 In the upper range, the EDSS steps are so vague and stable as to be almost useless as a rating scale for clinical trials.
5 The EDSS steps are non-linear, and so the rate at which patients progress through the scale varies at different points.
These attributes make the EDSS relatively insensitive to change in neurologic function and impair its ability to demonstrate treatment effects in clinical trials.
The Multiple Sclerosis Functional Composite
In response to these concerns, a workshop was held in Charleston, South Carolina, USA, in 1994. The consensus from the workshop indicated that the majority of participants felt that an improved clinical outcome measure was required for future clinical trials.[19] The new clinical outcome measure was to retain the best elements of the EDSS but include measure(s) of cognitive impairment and be quantitative, reproducible, and more useful in monitoring treatment effects in controlled clinical trials. The National Multiple Sclerosis Society’s Advisory Committee on Clinical Trials of New Agents in Multiple Sclerosis appointed the Clinical Outcomes Assessment Task Force and charged them with making specific recommendations for improved clinical outcome measures. The Task Force articulated desirable attributes of a clinical outcome measure for MS trials:[20]
1 The measure should be quantitative, continuous, and linear to the extent possible.
2 The measure should have high intra-rater and inter-rater reliability or, for self-report measures, should have high test-retest reproducibility.
3 The measure should be sensitive to clinical change over a relatively short time interval, so that it could be reasonably expected to show therapeutic effects during a clinical trial.
4 The measure should be valid.
5 The measure should be easy to administer, well tolerated by subjects, economical, and time-efficient.
The need for increasingly sensitive clinical measures was considered of extreme importance to allow progress in the field. Table 1.3 shows sample size calculations for
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two clinical trials using EDSS worsening as the primary outcome. The first clinical trial is placebo-controlled. The sample size calculation assumes that 40% of placebo recipients will reach the clinical endpoint in 3 years. It is assumed that the active therapy will be 40% effective (i.e. only 24% of patients in the active treatment group will reach the clinical endpoint). Such a trial would require 132 subjects per arm, or a total of 264 subjects. Assuming a 20% drop-out rate, the study would require 317 patients to achieve a power of 80% to show the therapeutic effect at the required significance level of p<0.05. The second study in the table incorporates an active arm comparison. That is, treatment 1 was partially effective, and the second study compares treatment 2, a newer promising therapy, with the ‘standard’ treatment 1. For the active arm comparison study, 624 patients would be required to show a further 40% benefit of treatment 2 over treatment 1, assuming that the outcome measure and all other parameters remain unchanged. Thus, as partially effective therapies are developed, demonstrating effectiveness of better treatments will require longer trials, substantially increased sample sizes, more sensitive clinical measures, or some combination of these approaches.
To arrive at its recommendations, the Task Force analysed informative data sets from controlled clinical trials and natural history studies to assess potential measurement techniques against the favorable attributes listed above.[21] Based on that analysis, the Task Force recommended a three-part composite, termed the Multiple Sclerosis Functional Composite (MSFC) for further testing and for use in controlled clinical trials.[22] The MSFC includes quantitative functional tests of lower extremity function and ambulation (the timed 25-foot walk[23]), upper extremity function (the nine-hole peg test[24]), and cognitive function (the 3-second version of the Paced Auditory Serial Addition Test[25]). Results from each of the component measured is transformed to a Z- score, representing the number of standard deviation units away from the mean of a reference population, and the individual Z-scores are averaged to create a single score.
The MSFC was used in the recently completed phase III study of interferon beta-1a in secondary progressive MS, demonstrating the feasibility of using the MSFC in a large- scale multinational study and confirming its excellent reproducibility.[26] In this study, the MSFC was more sensitive to change in neurologic status over time than the EDSS and was able to show a beneficial treatment effect when the EDSS failed (see chapter 20).[27]
This study was the first to use the MSFC as the predefined primary clinical outcome measures. The MSFC is also being used as a secondary measure in a number of other ongoing trials.
Studies supporting the validity of the MSFC are rapidly accumulating. Validation of a new outcome measure is a complex process. Several aspects of validity are recognized. A number of studies support the validity of the MSFC, showing correlation with the EDSS,[21,26,28,29]
and disease course.[28] The MSFC has been shown to correlate more strongly with T2-hyper-
Table 1.3Number of study subjects required for a placebo-controlled trial and an active arm comparison trial
Placebo-
controlled trial
Active arm comparison trial Comparison Treatment 1 versus Treatment 2 versus
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Placebo Treatment 1 Rate of worsening in
control group
Placebo 40% Treatment 1 24%
Rate of worsening in comparison group
Treatment 1 24% Treatment 2 14.4%
Treatment effect size 40% 40%
Sample size for 3-year study*
317 subjects required 624 subjects required
*Assumes a 40% treatment effect; a two-tailed test of significance with α=0.05 and 1−β=0.80 and a 20% drop-out rate. Adapted from Rudick et al.[20]
intense lesion burden on cranial MRI[30–32] and whole brain atrophy[31,32] than the EDSS.
The clinical relevance of the MSFC was supported by its correlation with patient self- reported MS symptoms and health-related quality of life.[29,33] In a long-term follow-up study,[32] subjects enrolled in the phase III study of interferon beta-1a in relapsing- remitting MS[10] were reassessed an average of 8.1 years after randomization. Baseline MSFC and MSFC worsening over 2 years in the original trial were highly correlated with requirement for assistance to walk, evolution from a relapsing-remitting to a secondary progressive course, and severe whole brain atrophy at follow-up. The MSFC correlated with these endpoints better than the EDSS did.
SURROGATE MARKERS FOR USE IN MS TRIALS
Ultimately, the goal of disease-modifying therapy in MS is to slow or prevent clinical deterioration. However, as discussed above, clinically meaningful disability develops over years in a typical patient with MS. Also, it has become increasingly clear that early in the disease clinical manifestations bear a loose relationship with the ongoing pathologic process. Thus, there is need for a surrogate marker that is sensitive (able to detect subclinical disease activity) and meaningful (able to predict the future clinical course). Although there have been reports of putative blood and CSF markers of immune activity or CNS tissue damage, most efforts to date have focused on the use of MRI for this purpose (see chapters 5–11).
Subclinical disease activity in MS
Although relapsing-remitting MS appears to have clinically active and quiescent periods, inflammatory lesions are developing or evolving almost continuously. Gadolinium enhancement represents the initial event (or at least a very early event) in the development of a new T2 lesion[34] and marks sites of active brain inflammation.[35–37]
Approximately 50% of patients with relapsing-remitting MS have one or more gadolinium-enhancing lesions on a single cranial MRI scan obtained when the disease is clinically inactive,[38,39] and over 70% have at least one gadolinium-enhancing lesion evident on three successive monthly MRI scans. Serial MRI studies have shown that MRI activity (the appearance of new or enlarging T2-hyperintense lesions, or gadolinium-
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enhancing lesions) may exceed clinical relapses by 10–20 times.[40,41] The vast majority of new gadolinium-enhancing lesions are clinically silent.[41]
Approximately 60–70% of patients have multiple brain lesions on MRI at the time of their initial clinical event,[42,43] suggesting that subclinical inflammatory events predated the clinical presentation. Once relapsing-remitting MS has been established, residual clinical manifestations between relapses are often mild early in the disease, yet there is ongoing tissue damage, reflected in the accrual of T2-hyperintense MRI lesions.[40]
Atrophy probably also represents an end-stage effect of a variety of destructive processes in MS. Cerebral atrophy on MRI is a frequent finding in patients with severe, long- standing disease. With sufficiently sensitive techniques, atrophy can be detected in patients with early relapsing-remitting MS and only mild clinical disability.[18,44–46] Thus, tissue damage is often accumulating in MS when the disease appears stable clinically.
Although accrual of T2-hyperintense lesions is the MRI hallmark of MS, the burden of T2-hyperintense lesions and their rate of accumulation over time correlate only very approximately with clinical disability. There are a number potential explanations for the dissociation. One explanation is that these lesions are pathologically heterogeneous—that is, inflammation, edema, demyelination, axonal damage, and gliosis all can have identical appearance on standard T2-weighted images. Hypointensity on T1-weighted images (so- called black holes),[47–49] reduced magnetization transfer (measured by the magnetization transfer ratio),[47,50] abnormal water diffusion,[51,52] or decreased concentration of the neuronal marker N-acetyl aspartate (NAA) on magnetic resonance spectroscopy[53–58] are thought to represent lesions with more destructive pathology.
These techniques also suggest that recurrent brain inflammation damages axons. This was directly confirmed through histologic analysis of MS lesions[37,48] in which axonal transection at sites of active inflammation was demonstrated, regardless of the duration of MS in the individual case. There is increasing evidence that accumulating axonal damage accounts, to a great extent, for disability progression. This hypothesis is supported by the finding that the burden of the more destructive MRI lesions with axonal damage tends to correlate somewhat better with clinical disability than the total T2 lesion burden does.
Another potential reason for the poor correlation between T2 lesion burden and disability may be the inability of standard T2-weighted MRI to detect significant pathology ‘between’ lesions. Pathologic studies have shown inflammation, demyelination, and axonal damage in areas outside visible plaques.[59,60] Imaging at ultrahigh field strength (4.0–8.0 T) demonstrates lesions that are not visible at standard field strength (1.0–1.5 T).[61] A variety of advanced imaging techniques have also shown widespread abnormalities in normal-appearing white matter. These techniques include T1 and T2 relaxation times, [62] magnetic resonance spectroscopy,[55,63–67] magnetization transfer imaging,[60,68,69] and diffusion tensor imaging imaging.[51,52] imaging.[51,52] The severity and extent of these abnormalities correlates reasonably well with disability.
These observations suggest that imaging approaches that provide a global measure of pathology could be useful in monitoring individual patients over time, both in clinical practice and in clinical trials. Measures developed for this purpose include cerebral atrophy,[44,70] whole-brain magnetization transfer ratio histograms,[71] total brain NAA,[72]
and whole-brain diffusion magnetic resonance histograms.[73] An alternative approach is the use of functional imaging techniques such as functional MRI[74] and positron emission tomography,[75] which can demonstrate neuronal dysfunction that is dissociated from
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