Biomarkers: Finding Easier and Better Ways to Measure the...
Transcript of Biomarkers: Finding Easier and Better Ways to Measure the...
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Biomarkers: Finding Easier and Better Ways to Measure the Effects of Duchenne
Linda H.Cripe, M.D. Professor of Pediatrics
Nationwide Children’s Hospital The Ohio State University
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Biomarkers for dummies smart people Linda H.Cripe, M.D.
Professor of Pediatrics Nationwide Children’s Hospital
The Ohio State University
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Objectives
• What are biomarkers? • Why are biomarkers important to the
patient with DMD?
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“Our ability to study and treat disease and to develop effective health promoting interventions are
hampered by a lack of unique, reliable, quantifiable, easily measured biomarkers
that correlate well with disease progression“
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What is a biomarker? – Biomarker is a “biological indicator” used to measure onset or
progression of a disease • How a disease is reacting to a treatment • How a drug is behaving in the body
– Common biomarkers include: • Body temperature • Blood pressure • Heart rate • Blood or protein in the urine • CT scan or MRI
– Patients with DMD require unique and specialized biomarkers
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Biomarkers are “sick”!! • Google “biomarker”
– 5,860,000 hits • Pub med
– 566,670 articles pertaining to biomarkers
• Biomarkers are important in all diseases – Cancer, heart, lung, kidney, etc.
• Thousands of biomarkers have been identified to date
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Biomarkers are not new • 1845 Dr. Henry Bence Jones
discovered an unusual substance in the urine of a patient with bone pain
• Substance would become known as “Bence Jones protein” and is a biomarker for multiple myeloma
• Felt to be the first cancer biomarker
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Initiatives launched to address biomarkers
• FDA/EMEA Predictive Safety Testing Consortium: http://www.fda.gov/oc/initiatives/criticalpath/projectsummary/consortium.html
• •FDA Critical Path Initiative: http://www.fda.gov/oc/initiatives/criticalpath/ • •Innovative Medicines Initiative Joint Undertaking:http://www.imi-europe.org/ • •NIH RoadMap Initiative: http://nihroadmap.nih.gov/overview.asp • •NCI/FDA/AACR Cancer Biomarker Collaborative • •Biomarker Consortium: http://www.biomarkersconsortium.org/index.php?
option=com_content&task=section&id=5&Itemid=39 • •NCI Early Detection Research Network: http://edrn.nci.nih.gov/ • •Critical Path (C-Path) Institute: http://www.c-path.org/ • •Health and Human Services (HHS) Personalized Health Care Initiative: http://www.hhs.gov/
myhealthcare/ • •Standards for Reporting Diagnostic Accuracy (STARD) • •International Cancer Biomarker Consortium: http://www.fhcrc.org/science/international_biomarker/ • •Secretary’s Advisory Committee on Genetics, Health and Society (SACGHS): http://
www4.od.nih.gov/oba/sacghs.htmPersonalized Medicine Coalition: http://www.personalizedmedicinecoalition.org/
• •Advamed: http://www.advamed.org/MemberPortal/About/ • •Coalition for the 21stCentury Medicine: http://www.twentyfirstcenturymedicine.org/
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Biomarker types • Diagnostic biomarkers
– Identify, confirm or rule out a diagnosis • Prognostic biomarkers
– Determine disease progression in a patient • Predictive biomarkers
– A response to a proposed therapy • Pharmacodynamic biomarkers
– Tell us how a drug behaves in the body • Does a drug reach the targeted area? • Correlations between dose and response • Intended and unintended effects
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An ideal biomarker is…. • Specific
– Present when disease is present and not present when there is no disease
• Sensitive – Changes as the disease changes
• Predictive – Allows you to predict disease severity or course
• Robust – Rapid, simple, accurate, inexpensive and can be used in
all individuals • Ideally should be easy to obtain the needed samples • More invasive and inconvenient the sampling
procedure the less people are willing to participate
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A Biomarker must be
practically perfect in every
way!
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Biomarkers are important in clinical trials
Duchenne Muscular Dystrophy
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Challenges presented by biomarkers
• Biomarker literature dominated by small studies with insufficient statistical power – Small patient cohorts – Lack of standardization – Very few biomarkers subjected to rigorous validation – Inadequate stringency in clinical phenotyping
• The ideal biomarker – Measured in a minimally invasive way, – Can be measured repeatedly over time – Identifies early stages of disease, – Is indicative of disease prognosis – Correlates well with progression and response to
therapy.
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Biomarkers in clinical trials • Can be used to help determine
patient selection and clinical trial eligibility – define the inclusion and
exclusion criteria – help researchers ensure that
randomized study groups within a trial are similar
• Reduce research costs by reducing the number of patients needed for the trial and the time for monitoring
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Biomarkers in DMD and clinical trials
• Many trials are ongoing or about to begin in DMD • The identification of informative biomarkers to assess the
effect of these treatments would be invaluable • Muscle biopsy has been the historical gold standard • However…..
– In a long trial • Monitoring by repetitive muscle biopsy is not ethical or
feasible – In a short trial…..
• Since disease progression is slow, monitoring changes of functional improvement is unrealistic
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Biomarkers in DMD
• The lack of identification of informative biomarkers in DMD impacts clinical research
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Muscle biopsy in DMD clinical trials
• Muscle biopsy allows you to determine if dystrophin protein has been restored to the muscle membrane
• Problems: – Invasive
• Involves taking repetitive samples from individuals with decreased muscle mass
– Susceptible to human error • Errors in interpretation • Errors in specimen processing
– Variability of muscle involvement between muscles • All muscles in the body are not affected uniformly
– Variability of involvement within a muscle
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Muscle involvement in DMD is variable
Fig. 1. Representative T1-weighted fat-suppressed images of the lower leg of a boy with DMD that seems to have relatively little involvement (A) and of a boy in whom the disease is more progressed (B). tibialis anterior (TA), extensor digitorum longus (EDL), tibialis posterior (TP), peroneaus (Per), soleus (Sol), lateral gastrocnemius (LG), and medial gastrocnemius (MG).
Finanger et al.Phys Med Rehabil Clin N Am 23 (2012)
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Functional biomarkers in DMD
• Timed functional measures such as six minute walk are not perfect – Test results dependent on – Effort – Motivation and cooperation – Facility – Test administrator
• Other functional measures subject to similar problems
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Biomarkers in DMD • CPK commonly used blood biomarker
– Increased levels reflect muscle damage or disease • Drawbacks
– Levels fall when disease progresses » Due to loss of muscle tissue
– Levels can reflect activity – CPK levels can be increased in normal
individuals due to exercise, exertion or trauma • CPK is not an ideal biomarker • Better biomarkers in DMD are needed
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Example of potential biomarker benefit in DMD
• Many boys are started on steroids • Some boys that are “steroid responders”
and some are steroid non-responders” • If we had a biomarker that would allow us
to identify which boys are steroid responder or non-responder we could more effectively treat patients and potentially reduce morbidity
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MRI as a biomarker • MRI is a non-
invasive imaging method that does not involve radiation
• There is current interest in using quantitative MRI imaging to monitor disease progression and efficacy of treatment
• Stay tuned!!
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Progressive involvement of the extensor digitorum brevis (EDB) muscle on MRI grading (patients from left to right) Good correlation between the muscle MRI scoring of the EDB and
tibialis anterior/posterior muscles.
Kinali M et al. Neurology 2011;76:346-353
©2011 by Lippincott Williams & Wilkins
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MRI as a cardiac biomarker
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Myocardial strain imaging as a potential cardiac biomarker
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Conclusions • Biomarkers are indicators of disease
status or treatment effects • If used as outcomes in clinical trials,
biomarkers can shorten the length of a clinical trial
• Biomarkers should correlate with ultimate outcome: prolonged life
• We are in need of more and better biomarkers for DMD
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We all want a Cure
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Unfortunately, this is not……
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Research is needed to find a cure
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Informative biomarkers will play an important role in finding a cure
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