pwc - impact of personalized medicine
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In the Middle of a
Healthcare has been through an assortment of
global buzzwords that are supposed to create a
convergence of science, healing, and cost-effective-
ness. If the foundations being laid today follow theircurrent course, personalized medicine may indeed be
that disruptor.
BY JIM MOLPUS
The ultimate aspiration of the practice of medicine
is to be truly personalized, with targeted treatments
based on evidence that perfectly fit a patients genetic
markers. Perhaps it is that vision of personalizedmedicine that made it sound intimidating rather than
inviting for many providers.
Personalized
Bridge
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THE BIG PICTURE
In a not-too-distant era in which genomics and proteomics give
a multidimensional map of a patients triggers for genetic reac-
tion, treatment is based on particular science, not general guess-
work. Patients do not suffer through trial and error, or retrospective
medicine. Payers and employers, and the patients themselves, are not
saddled with the bill for countless tests that later prove unnecessary.
Totals may differ due to rounding.
Source: PricewaterhouseCoopers analysis.
Personalized Medicine
Market Size,
2009 and 2015
Roll over each category
to reveal dollar costs.
The potential of personalized medicine belies its current state,
where, in service lines such as pediatrics and cancer, the science has
already moved from bench to bedside. Barriers remain, not the least
of which are reimbursement systems, data, privacy and regulatory
hurdles, and a paradigm shift for how a physician looks at diagnostics.
Proponents believe those hurdles will be crushed by the potential.
2009 TOTAL MARKET:
$225$232 Billion2015 TOTAL MARKET:
$344$452 Billion
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HEALTHLEADERS MEDIA BREAKTHROUGHS: The Impact of Personalized Medicine Today
THE BIG PICTURE
The cost curve of genetic diagnostics is bending down rapidly.
Kucherlapati says tests that cost $10,000 just a few years ago are now
less than $3,000. Much of the current cost is because genetic analysis
has to be run episodically. When a persons entire genome has already
been sequenced, the underlying data has already been gathered. The
first genome cost $2.7 billion in 1991 dollars.
Now that test is less than $50,000 and with acceleration in
biomedical computing the so-called $1,000 genome is truly near,
Kucherlapati says. Richard Hamermesh, professor of management
practice at Harvard Business School, says the rapidly downward bend-
ing cost curve in genetics is like Moores law on steroids, a reference
to a model in transistor and microchip development that saw their
capacity double every two years.
Healthcare is not a normal market, Hamermesh says. Regulation
creates an impact on growth, he says, and the entire field of diagnostics
has not historically been rewarded at levels comparable to treatment.
But economics is changing that equation.
There is going to be lots of economic incentive to do personal ized
medicine. When half of the drugs that people take dont work, theres a
stake that the payer community has in getting it right the first t ime and
not doing it by trial and error. The barrier remains, Hamermesh says, in
how much it costs to get that information.
Initial investments will have to be madein expanding molecular
medicine capacity or in acceleration of the electronic medical record
decision support.
Personalized medicine is going to revolutionize the practice of
medicine; there is absolutely no doubt about it, says Raju Kucherlapati,
PhD, Paul C. Cabot professor of Genetics at Harvard Medical School
and one of the researchers behind the Human Genome Project.
Implementation of personalized medicine is going to result in better
outcomes for patients, and I truly believe there is going to be reduced
cost. Its happening today, its not some time in the future. This is going
to be the normal practice as we move forward.
Gerald McDougall, principal and U.S. Health Sciences Leader
for PricewaterhouseCoopers, says its no longer a question of if
personalized medicine is coming.
Its how and when those throughout the entire healthcare
continuum will embrace personalized medicine, McDougall says.
Academic medical centers are doing research and development
around molecular and personalized medicine and pushing the
boundaries. What is really compelling right now is that the
technologies and tools for the application of personalized medicine
exist today.
Shifting business model
If viewed in its entirety, the field of personalized medicine reaches
beyond a core of targeted therapeutics and diagnostics to encompasspersonal health record management, disease management, wellness
and nutrition. PricewaterhouseCoopers estimates that the core market
alone accounts for $24 billion in sales now, and will grow 10% annually
to $42 billion by 2015.
Gerald McDougall,U.S. Principal andHealth Sciences Leader,PricewaterhouseCoopers
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THE BIG PICTURE
If youre able to subclassify patient popula-
tions to a better accuracy of therapeutics, the
cost savings associated with that is enormous,
McDougall says. If youre able to get better
information at the individual level to reduce
adverse events, the cost savings is enormous.
Can a Blue Cross Blue Shield or an Aetna say
that some of these strategies related to genetic
risk susceptibility are going to save them cost in
the short term?
No. But we have to be very careful on how we generalize personal-
ized medicine and the personalized medicine strategies because some
of it has massive cost reduction to the system.
Commitment
John Halamka, MD, chief information officer at Beth Israel Deaconess
Medical Center in Boston, says the key to using genomic information
has much to do with automating the routine tasks in medicine, which is
ironically where a lot of medical mistakes now occur.
PatientSite, Beth Israels electronic medical record system, went
live in 2000. It enables, at the touch of a button, appointment making,
medication refills, referrals to specialists, and secure e-mail, so thatdoctors and patients can collaborate together online, Halamka says.
Now, every month, 50,000 patients use it.
Halamka is also personally committed to the success of genomics
in the everyday practice of medicine. He was the fourth person ever
to have had his genome sequenced, and shares his genome, medical
records, and other personal information with the research community
and indeed, the general public, with the idea of taking away some of the
fear patients have about genetics.
Personalized medicine would not be the first shift that asks health-
care leaders to make an educated jump based on current projections of
future reality. Healthcare systems that are going to lead in personalized
medicine can start now, particularly in information technology, says
Dan Roden, MD, assistant vice chancellor for personalized medicine at
Vanderbilt University Medical Center.
It is an absolute given that if were going to execute on the current
vision of personalized medicine, you have to have information technol-
ogy, Roden says. Others, he says, are a commitment to translational
and genome science, as well as a strong commitment to excellence
in clinical care. Institutions that embrace that, and especially at the
leadership level, are the institutions that are going to lead the way in
personalized medicine.
{ }There is going to be lots of economic incen-tive to do personalized medicine. When halfof the drugs that people take dont work,
theres a stake that the payer community hasin getting it right the first time and not doingit by trial and error.
RICHARD HAMERMESH, PROFESSOR OF MANAGEMENT PRACTICE, HARVARD BUSINESS SCHOOL
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KEY FINDINGS
Source: PricewaterhouseCoopers
Identify health and wellness products and services to
potentially offer to patients
As healthcare moves toward a more patient-centered system,
providers have an important role to play in educating patients
to be co-managers of their health and wellness. But as the
emphasis on wellness grows and consumers seek alternative,
less expensive forms of care, hospital admissions may shrink,
and thus provider systems will have to deliver new clinical
service offerings in order to maintain their revenue flows.
Through better health education with patients, providers can
help raise awareness of and demand for new personalized
therapeutics and diagnostic tests, and thus create new
sources of revenue. A hospitals cancer center, for instance,
could eventually have much of its revenues and margins intherapeutics.
Collaborate in research efforts to accelerate translation
of discoveries from the bench to the bedside
Now is the time for medical research and medical practice
to collaborate to plan together for the practice and
implications of personalized medicine. Such collaboration is
already occurring between oncologists and clinical research
professionals, who are experimenting with clinical trial
pilot projects to accelerate the process of applying research
findings to patients more quickly. These pilots are guiding
doctors to make personalized treatment regimens for cancer
patients. Provider systems should partner with scientists
in personalized medicine who can facilitate collaboration
with research institutes and physicians to translate scientific
discoveries into more effective treatments for patients.
Hospitals that are linked to universities will have an advantage,
as they are poised to take the lead in personalized medicine
research.
Encourage patients to become educated in personalizedmedicine and take steps to advance it
In the new era of individualized care, educational efforts
targeted to patients will help to raise awareness of and
demand for new personalized therapeutics, and thus may
result in new business opportunities for health systems. The
doctor-patient role should evolve from doctors being the sole
source of knowledge to greater emphasis on patient education
to support shared decision-making and choice. Providers
should, for instance, counsel patients on the benefits of
contributing genetic information for research, participating in
clinical trials, using health-oriented social networking sites and
donating biospecimens for bio banks.
Partner with experts in personalized medicine, and
recruit physicians and administrators with expertise in
the field
Personalized medicine is creating a booming market, but
rapid growth of this field is outpacing clinicians ability to
understand it, apply it, or to interpret diagnostic test results.
Providers will have to build an expertise in personalized
medicine if they want to succeed in the new era of healthcare
delivery. Ambitious physicians will educate themselves in
genomics and proteomics, but others will gain knowledge
from experts in the field and recruit physicians and genetic
counselors who can interpret the results of sophisticated
genetic tests and translate them into effective prevention and
treatment strategies. As there are a limited number of genetic
specialists available, this remains a significant challenge
to the progress of personalized medicine. Providers must
communicate the need for greater education in the field of
genomic and proteomic science to medical universities.
Adopt electronic health records, capture genomic
data to populate them, and support industry efforts
to create a system of interoperable EHRs across the
country
There is a vast amount of information being collected in
healthcare databases around the nation, including patient
history, diagnostic reports, clinical research findings, and now
a growing body of genomic data that will explode to billions
of data points on every individual as powerful analytical tools
are developed. The increasing adoption of electronic health
records (EHRs) by hospitals and health systems will increase
the collection of health data exponentially over the next
several years, and bring with it an important opportunity. The
value of the genomic, proteomic, and other health data being
collected becomes greater as it is shared among research
organizations and mined to become more predictive.
But, the full value of EHR systems wont be realized until crosssector interoperability is achieved. Provider systems, payers
and the pharmaceutical industry should work together to
create a new data architecture that will enable interoperability
among IT systems to facilitate the linking and analysis of
health data across the country.
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Now is the time for medical research and medical practice to
collaborate and to plan together for the promise, practice, and
implications of personalized medicine.
The urgent day-to-day pressures of running a hospital, clinic, or
any other health organization leave little time to contemplate what-ifs
and hypotheticals that may occur sometime in the distant future. It
is under this category that many healthcare providers, outside of the
largest academic medical centers, have placed personalized medicine.
From their perspective, exuberance over the science of personalized
medicine exists largely in research laboratories, but it is still a faraway
fantasy as a clinical reality.
In the 145 years since Gregor Mendels work, whose discovery
of inheritance traits in certain plants earned him fame as the father
PersonalizedMedicine:
of the new science of genetics, our understanding of the human
genome and heritable variation has been a long time coming. Yet,
scientific advancement and the pace of innovation have accelerated
exponentially in the past decade. Medical scientists now have
unprecedented insight into how DNA variations can lead to new ways
of diagnosing, treating, and soon preventing thousands of diseases in
all of their sub-classifications.
The practice of medicine will be revolutionized when not only
scientists, but also clinicians and consumers, are armed with
knowledge about the influence of genetic factors on health status and
outcomes. Even more exciting is when that knowledge is used to guide
individual behavior and treatment decisions before, during, and after
an illness occurs.
GeraldMcDougall
Principal,
PricewaterhouseCoopers
LETTER
Many within the healthcare industry are wondering whether personalized medicine has reached the tipping point of
mainstream medicine and at what point it deserves serious attention from clinicians. From our recent conversations with
providers in the U.S. and internationally, we are seeing an excitement and urgency about how to integrate personalized
medicine into a new era of customized care and treatments.
DANATHOMAS
The Time to Act and
Collaborate Is Now
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8LETTER
Personalized medicine is at the core of a larger trend toward
healthcare that is more individualized, predictive, and preventive. The
meaning of personalized medicine to most people implies targeted
therapies and molecular diagnostics, but our definition goes beyond
Framework for Customized Care
Source: PricewaterhouseCoopers
that to embody all of the products and services that provide a
targeted approach to prevention and care. For example, personalized
medicine may be a biologic that targets specific cells or an interactive
technology that allows a diabetic patient and his or her physician to
develop a customized food plan and exercise regime.
For providers, the case for personalized medicine is becoming
more and more compelling in light of the intense pressure they are
under to demonstrate value. Further, major market forces and trends
are driving the need for transformational change in the health system.
Among these trends are the rise of chronic disease, the empowerment
of health consumers, the push for comparative effectiveness, an
urgent need for coordinated care yet decentralized care delivery, and
regulatory and payment reforms that tie reimbursement to patient
outcomes, quality, and efficiencyall of which are working together
to pave the way for a more patient-focused system.
While progress has been made, several key issues need to be
addressed to accelerate the adoption of personalized medicine:
New value creation formulas. Personalized medicine
proponents need to be able to communicate the sciences
long-term value to physicians. And, payers must then develop
incentives to accelerate adoption. Because of the individualized
approach to care, reimbursement decisions may require
subjectivity on a case-by-case basis and far greater collaboration
among payers, providers, and the makers of drugs, diagnostics,
devices, and therapeutics.
Gerald McDougall,U.S. Principal andHealth Sciences Leader,PricewaterhouseCoopers
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9LETTER
Dissemination of knowledge. The rapid growth of this
field is outpacing the ability of patients and even clinicians to
understand it, apply it, or to interpret diagnostic test results;
and, there are a limited number of genetic specialists or
counselors available.
Lack of regulatory pathways for new products. The current
linear, population-based approval process for drug development
and commercialization will be outdated in an era of personalized
medicine. As one of the technologies underpinning personalized
medicine, diagnostics will play a crucial role in its advancement
for their ability to target specific therapies to specific patients
for whom these therapies are known to work. But the current
structure of the FDA is poorly equipped to handle all of the
various individual variations associated with personalized
medicine. The regulatory pathway for the commercialization
of new diagnostics, for example, is unclear due to diversity in
approval pathways and an ongoing expectation of regulatory
reform
IT infrastructure. Personalized medicine will spawn an
exponential increase in genetic, biologic, and metabolic data. Far
more important than the collection of the data for providers is
their informatics competency and data interoperability to enable
coordinated care and broad-based clinical decision support for
individualized patient management.
Personalized medicine will touch the lives of everyone. It
represents a major shift that will ripple across multiple industries and
economic sectors, including ones not traditionally associated with
healthcare. Providers should begin now to peer inside the cradle of
personalized medicine and realize that it holds enormous possibilities
for them and their patients.
Gerald McDougall, Principal, PricewaterhouseCoopers
{ }Personalized medicine is a holistic model of care that examines each indi-viduals unique makeup and designs appropriate strategies for maintainingwellness and treating illness over a lifetime. Our definition of this modelgoes beyond diagnostics and therapeutics to embody all of the products andservices that provide a targeted approach to prevention and care.
GERALD MCDOUGALL, PRINCIPAL, PRICEWATERHOUSECOOPERS
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CASE STUDIESThe Impact ofPersonalized
Medicine Today{
Beth Israel Deaconess Medical CenterNot Just the Genome
The Ohio State University Medical CenterDriving Value
Partners HealthCareCreating the First Waves
Vanderbilt University Medical CenterBuilding the Information Platform
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clinical systems so that you can turn data into information, knowledge,
and wisdom. What we have to do is filter all this data and try to present
it to the doctor or the nurse just in time, when its actionable, when it s
important.
The promise of personalized healthcare goes beyond the technical
knowledge of what each piece of the genome tells cl inicians about a
persons susceptibility to diseases of different types. While the genome
is the glitz and glamour of personalized medicine, its the information
systems and, of course, the clinicians, that are the glue.
Developing an elastic PHRBeth Israel Deaconess, as a health system at the forefront of using
the personal health record (PHR) in patient care, developed its PHR,
PatientSite, in 2000. Some 50,000 patients access their medical
records through it each month, and everything, including clinicians
CASE STUDIES
Beth Israel Deaconess Medical Center
Not Just the Genome
John Halamka, MD, knows a lot about the human genome. In fact,
hes the fourth person ever to have his genome sequenced. But the chief
information officer at Beth Israel Deaconess Medical Center in Boston
still knows that all the genome mapping in the world wont improve
healthcare outcomes, cost, and quality without effective ways to
deliver the huge volume of information contained in the genome to the
physicians who are actually providing patient care. Besides that, theres
a lot more to personalized healthcare than genetic mapping, which is
still in its rapidly developing infancy as far as practical applications to
healthcare outcomes.
His genome, and everyone elses, contains 750 megabytes of clinical
data. Beth Israel Deaconess has the capacity to store a petabyte
thats 1,000 trillion bytesa lot of information. But much of that
information is irrelevant to disease treatment. Clinicians are utterly
overwhelmed by data, Halamka says. So my challenge is to build
Computer-Assisted Communication, Decision-Making, Ties PersonalizedHealthcare Together
BY PHILIP BETBEZE
HEALTHSYSTEMS
NAPSHOT
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CASE STUDIES
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notes as of this year, is there for patients to inspect. The idea behind
sharing this information with patients is to encourage patients and
their caregivers to work together as a team to deliver the best care for
that patient.
Its total shared decision-making and total collaboration, taking
into account patient care preferences, because the doctor and the
patients are on the same team, Halamka says.
PatientSite incorporates a variety of alerts and reminders for
doctors and patients for routine elements of care that are nonethe-
less extremely important to garnering good outcomes. At Beth Israel
Deaconess, those alertsmedication reminders, dosage checks, vac-
cination remindersare tailored to the patients unique demographic
circumstances. The architecture of the system, says Halamka, can
incorporate genomic information as well, should the patient desire it,
and, very importantly, if its relevant.
We do these things based on your age, your susceptibi lity to the flu
or to pneumonia, for example, Halamka says. So a number of things
are personalized, based on sex, age, and what conditions you have.
Further, PatientSite works with vendors such as Microsoft and
Google, which make available free patient health tools directly to
the consumer, to record private data from multiple access points in
the healthcare continuum. If a patient gets all his or her care at Beth
Israel Deaconess, thats great, says Halamka, because everything is on
PatientSite.
But what if you went to the Cleveland Clinic or MinuteClinic or you
have some lab results at Quest and LabCorp or you have data with CVS
and Walgreens? The challenge is you have a very fractured record, he
says.
Through Google Health, for example, patients can pull their datain from all those various sources and then its almost Facebook-like,
Halamka says. The patient can invite his or her clinician into the record.
That kind of interoperability is what the push for EMRs has always been
about, but the promise has until now not matched the hype.
Then what?
At Beth Israel Deaconess, the PHR came last, after seemingly end-
less discussions about how physicians and other clinicians wanted the
data sliced and presented to them, Halamka says. So you come into
the office, and I dont need you to fill out the stupid clipboard for the
umpteenth time, to tell me your medications 27 times, or your allergies
again.
Thats the behavioral aspect of what he sees as two parts of person-
alized healthcare. Then theres the genetic aspect. I know what diseas-
es I am likely to develop, Halamka says of the information he gained
from having his genome mapped. I know my probabilities for disease.
I am twice as likely as the normal human male to get prostate cancer. I
have a mutation in my genome that gives me that risk.
That means Halamka needs prostate exams and PSA tests even
though he is only 48 years old. Now, if my PSA, which is 0.4, came
back as 4.0, that would be something Id better pay attention to. So
personalized medicine, at the genome level, helps you to decide with
Beth Israel Deaconess Medical Center
EDITORS NOTE
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CASE STUDIES
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Beth Israel Deaconess Medical Center
theres not going to be an alternative pathway where that disease con-
tinues to progress or express itself.
In the future, researchers are not only going to have to look at what
they think are key genes that are drug targets but will also have to look
at the whole pathway.
So if we block one step, another cork is not going to just pop up
on the other side, Boguski says. He predicts that by 2020, most
everyone will be genotyped shortly after birth in the same way theyre
typed for blood, and that genotype will become a permanent part of
that persons EMR.
By that time, well know enough about the disease gene associa-
tions to predict the kind of diseases you might develop 30 or 40 years
in the future, he says. Its a very exciting time to be able to think
about being able to do that because of the rapid price drop in genomic
sequencing.
The research possibilities of such widespread genotyping are nearly
endless. If, for example, a patient presents at age 35 with a lymphoma,
pathologists will take the cancer genotype, sequence it again, and
compare it against the genotype that person had at birth to tell exactly
which mutations have occurred that have led to that particular tumor.
Thats a precision diagnostic, which will lead to precision, cost-effec-tive therapy, Boguski says.
Decision support
Beth Israel Deaconess PHR system has 2,000 decision support rules,
which include all hematological and oncological clinical pathways.
So today, you dont order a chemotherapy drug, Halamka says.
You order a pathway. If the patient has prostate cancer, for example,
there are five pathways for that disease, which are customized based
on information in that patients PHR. The computer customizes that
pathway based on renal and liver function, among other issues. That
way, we ensure theres best evidence used.
With the personalized pathway, physicians are allowed variation
within reason but dont allow such heterogeneity that each patient
has disparate quality of care. With the addition of the genome, those
five pathways will probably break from five clinical pathways to
perhaps a million.
In breast cancer, for example, its already being done, Halamka
says. Youre doing sequencing of the tumor and then determining
what agent is most effective. And in the future, itll be important in
medications.
Often, medications have a therapeutic index. The difference
between therapy and side effect may be pretty small. But if you
have enough genetic markers, a clinician could say for one patient
the right dose of a certain chemotherapy drug might be 1.2
milligramsthe perfect balance between therapeutic effect and
minimal side effects.
Right now, Halamka notes, every manufacturer says, for the aver-
age human, its 2 milligrams. Just start with that. Some people get
extremely ill from that and some people tolerate it well or get no effect.
Thats where genomics, especially on medication and therapeutics
delivery, will substantial ly change the way we deliver care.
John Halamka, MDChief Information Officer,Beth Israel DeaconessMedical Center
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Beth Israel Deaconess Medical Center
Personalized also means personal
Healthcare that is optimal means not only
personalized, but also personal, says Mark
Zeidel, MD, chair of the Department ofMedicine at Beth Israel Deaconess Medical
Center. That means the clinician is still in
charge and can ignore or further refine the
pathway of care that the computer helps
develop for specific patients.
That kind of care requires you, as a physi-
cian, to have a clear grasp of the patients goals
and needs, Zeidel says. Were developing new pathways and targets
all the time. The key is moving that to the general practice of medicine.
Zeidel sees barriers to using the genome effectively in the practice
of care, not only at large academic medical centers that are at the fore-
front of research and technology, but also at smaller community-based
hospitals and healthcare facilities.
You currently can measure for a lot of markers that we think are
important, but you may miss mutations that are important because you
dont have the whole sequence, he says.
Thats why genetic sequencing needs to become inexpensive, but
we need real efforts to be able to process the data. The IT platforms
need to look at this information, process it promptly, Zeidel says.
Currently, the process takes a few weeks. The physician, meanwhile,
has a patient for whom treatment is urgent.
The outcome will be better if they have these custom therapies,
but you have to do something, he says. So the big barriers relate to
cost and rapidity, which will get better over the next several years.
They are not qualitative challenges, theyre quantitative.
Zeidel predicts that because the cost of sequencing infrastructure
is expensive, it will be outsourcedfrom community hospitals, for
exampleand will be done at outside labs. Analyzing the information
will be difficult, but commercial vendors will provide ways for local
clinicians to analyze the information.
Our job is to make our care obsolete every year, Zeidel says.
Were in the business of developing competition for ourselves.
As the technology becomes available to community hospitals,
they will treat common diseases and academic centers will develop
approaches to treat patients with rare and difficult diseases.
{ }So if we block one step, another cork isnot going to just pop up on the other side.Boguski predicts that by 2020, most everyone
will be genotyped shortly after birth in thesame way theyre typed for blood, and thatgenotype will become a permanent part ofthat persons EMR.
MARK BOGUSKI, MD, DEPARTMENT OF PATHOLOGY, BETH ISRAEL DEACONESS MEDICAL CENTER
CASE STUDIES
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The Ohio State University Medical Center
Driving Value
18
But what is personalized healthcare? Some hear the term and thinkimmediately of genome mappingfiguring out a persons proclivity to
come down with any number of diseases based on heredity. Turns out
thats only a small part of what Marsh means by personalized health-
care, and a part that, with few exceptions, is not ready for a large-scale
rollout.
First theres the challenge of figuring out what the genome says
about a persons susceptibility, but second, and most importantly, what
modern medicine can actual ly do about it. Marsh and OSUMC have a
more expansive definition of personalized medicine, and its challenges
are less those of pure science and more those of money, patient partici-
pation, and clinical pathways that are evidence-based.
One of the challenges in personalized medicine has been defining
what you mean by it, he says. The Center for Personalized Health Care
CClay Marsh, MD, isnt alone when he calls healthcare delivery in
this country, fundamentally broken. But where he differs from all the
naysayers is that he thinks he and his institution can be a part of doing
something about that. Certainly the lack of centralization and precision
in what we do in medicine would generally equate to failure of most
other business sectors, he says.
So what does that have to do with so-called personalized
medicine? A lot, it turns out. Marsh, in addition to his role as vice
dean of research with the Ohio State College of Medicine, is executive
director of the Center for Personalized Health Care at the Ohio State
University Medical Center (OSUMC). While he doesnt necessarily see
personalized medicine as the latest silver bullet that will eliminate
waste and harm in healthcare, he thinks it can go a long way toward
achieving that goal.
Can Personalization Drive Better Value in Healthcare?
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Moving from disease treatment to health treatment
Developing a personalized medicine model that works in the real
world means integrating genomics with the delivery of healthcare,
Marsh says. Its actually taking evidence-based medicine to a different
level, he says, because its not just evidence-based medicine, its trying
to automate the delivery of that medicine on an individual basis.
The first level of personalized medicine, which Marsh says is achiev-
able today with discipline and culture change even outside of academic
medical centers, is to standardize the way medicine is practiced, and to
create a more automated system that would be active irrespective of who
is supervising the care of the patient. The Center for Personalized Health
Care at Ohio State depends heavily on automated, closed-loop, opt-out
practice pathways using information technology and other computationaltools to push best practices to the physician in charge of a patients care.
We shouldnt ask physicians to choose to activate them. Instead we
should make them an automated response in our safer, more standard-
ized system, and allow physicians or other professionals to opt out if
they dont think they are correct for a particular patient, he says.
Measurement of adherence to the pathways ingrained in the way
the electronic medical record talks to the preloaded systems of care
for a patient is key to reducing variability and mistakes, Marsh says.
In many ways, the doctor is still the hierarchical leader of the medi-
cal team and practices whatever way he or she feels is important, as
opposed to having a commitment to creating and executing this auto-
mation like autopilot in a plane, he says.
Our focus is to standardize what we do to reduce the variability in
practice and make sure that if we know somethings good to do, that we
execute it seamlessly, and we execute it all the time, no matter where we
are, no matter who the doctor is in the environment. The environment
itself is actually part of the protection.
Thats a step that most hospitals and healthcare providers have not
made because its technically sophisticated on the IT front. Marsh says
its also a culturally sophisticated step, because it requires us to say
that in this cockpit management kind of scheme that were not trying
to serve the pilot, were trying to serve the passengers.
Its already here, in dribs and drabs
Steven Gabbe, MD, the CEO of The Ohio State University Medical
Center, says personalized healthcare is already here, but far from per-
fected. He uses the example of diabetes, from which he suffers.
Ive had diabetes for over 40 years, so I really had a chance to
experience the changes for people with diabetes from a limited num-
ber of options and a limited amount of flexibility, to a point now where
thanks to scientific and technological advances, we have remarkable
ability to personalize the care of people with diabetes.
Gabbe, offers the example of blood glucose meters, which are taken
for granted now, but werent available until about 1980. He personally
uses a more advanced continuous glucose sensor, which monitors ones
glucose levels throughout the day, during exercise, work, and sleep.
Further, we have a variety of new insulins that can be used to tailor
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treatment to ones diet, and activity. So these advances allow each indi-
viduals lifestyle, diet, exercise pattern, and work schedule to be accom-
modated, Gabbe explains. Personalized medicine of a sort is also key to
taking care of OSUMCs employees. Personalized health assessments
are done for each of its employees, and then lifestyle modification
diet, and healthcare, and coachingare prescribed so they can improve
their health. This, of course, helps us in our goal to be a workplace
of choice, which is one of our strategic objectives, and helps us get a
return on that investment very quickly.
Currently, through some basic genetic testing, Ohio State is able to
assess therapy for people who may be on warfarin, an anticoagulant, by
using their genetic information to prescribe the best dosage for them.
Further, simple tests can determine whether certain individuals can be
treated with certain chemotherapeutic drugs for certain types of colon
cancer, Gabbe says.
I think it relates to about 5% of colon cancers, but when you think
about that across the country, thats a lot of people. He sees further
promise as health risk assessments mature, as well. By developing a
genetic database and a patient database and linking those, well begin
to discover new opportunities to use genetics for therapy and risk
assessment. More expansion of our genetic knowledge will allow us to
rapidly and inexpensively screen individuals as part of their assessment,and use that information for risk assessment, lifestyle interventions,
and therapy. Thats going to grow over the years.
Potential
The second leg of a three-legged stool upon which personalized
The Ohio State University Medical Center
healthcare theoretically stands, says Marsh, is what most people
associate with the term genetic markers and how those markers can
be used to tailor therapies. But the genome doesnt always provide
clear answersat least not yet.
Most diseases are what we call complex diseases, meaning, there
are multiple different elements that actually come together to either
have you experience something youre at risk for or not, he says. So
you may have a genetic element that says that youre predisposed to
cancer, but that doesnt necessarily mean that you will get it.
For example, there are genetic markers that help doctors obtain a
picture of risk for breast cancer. But to consider doing something as
traumatic and highly interventional as preventive bilateral mastecto-
mies, for example, much more information is needed, because perhaps80% of people with that marker will get the disease at some point, but
20% dont.
So why does that 20% not get it? he asks. Or if you look at smok-
ers, 15% of people might get lung cancer or chronic lung disease, but
85% of people dont. So understanding why, even though you might
have the same genetic risk, some people progress to a disease and
other people dont, is really important.
Developing that snapshot of an individuals health risk at a three-
dimensional level based on genetic information, environment, and a
number of other variables is really the cutting edge of research, which
is still in the experimental and data-gathering stage, says Marsh. Thats
not to say that many personalized medicine constructs arent ready for
prime time now.
Clay Marsh, MDExecutive Director, Center forPersonalized Health Care,The Ohio State UniversityMedical Center
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goal is one where not only does the healthcare system care for patients
better when they have the onset of any sort of complications through
opt-out clinical pathways, but to offer patients predictive data to help
them modify their behavior or environment before they have the onset
of something for which they have a proclivity.
Being able to look at that data and look for trends is a very com-
putational and data-intensive process that is a throughput challenge
from an IT perspective, Teater says. To sift through that information
manually is clearly impossible. Theres way too much of it. So you have
to have electronic processes to start to understand some of these rela-
tionships between data.
She uses herself as an example. I had surgery a few years ago,
and had a complication with a blood clot. At the time, through trial anderror, they discovered that I am resistant to blood-clotting drugs. It
takes an inordinately high dose for clotting drugs to work on me. If I
were able to provide that information through the EMR to the physi-
cians that were taking care of me up front, they would have known that
out of the gate, and it may have helped them make decisions in a differ-
ent way that would have made my clinical progress move along a little
faster. Certainly its in my medical record now.
The key to providing that information for patients who havent
experienced surgery before, for example, would require taking some
of the information gleaned from patients who are enrolled in OSUs
research studies, and load those markers into our EMR so that we can
provide that additional information to our clinicians as they make deci-
sions, says Teater.
The Ohio State University Medical Center
The building of each of those individual rules is a labor-intensive
process, because there is no opportunity to make mistakes. It has to
be supported by widely accepted evidence that there is a link between
these two pieces of information, she says. In the end, it is still a physi-
cian making care decisions for their patients, but that is extra informa-
tion for them.
Standardization of care
Standardization of our care models and execution of evidence-based
practices, in a more low-variability way is one way to achieve the prom-
ise of personalized medicine, says Marsh. Certainly providing access and
help to people with chronic disease who are spending a lot of the health-
care dollar and preventing chronic disease is a low-hanging fruit that
could be harvested. But to fundamentally benefit people and transformthe way we do things, we have to think of a much greater and deeper
ecosystem change that needs to made in medicine, he says. Just like
our car maintenance, we wouldnt drive our cars until the red lights
come on, and drive them even more until they break down on the side of
the road, and then call somebody to get it fixed. We would spend money
to try to prevent them from having problems. Clearly thats not the way
that healthcare is delivered, nor is it the way its currently reimbursed.
We need fundamental change that integrates the whole system,
and provides tools and capabilities to really empower people in a differ-
ent way, he says. Were working with a lot of outstanding partners to
tr y to come up with some of those solution sets, and to figure out how
to apply them in ways that are meaningful, compelling, less expensive,
and higher quality using the principles of P4 Medicine.
Steven Gabbe, MDSenior VP for Health Sciences, ChiefExecutive Officer, The Ohio StateUniversity Medical Center
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Partners HealthCare
Creating theFirst Wavesendocrinologist, says that warfarin has a relative narrow therapeutic
index, meaning that not giving enough anticoagulant and giving toomuch is a small window. And the consequences of a misdiagnosis
are dire, including stroke. There are two gene products, two proteins,
that have a major impact on how you metabolize warfarin. Within
those gene products, there are six genetic variants in the protein
that metabolize the drug and three genetic variants in the targeting
of the drug, meaning there are 18 possible variants that affect the
metabolism and target response, Freeman says.
So what the study did was to try to understand that, if you knew
the genetic variants, could you come up with an algorithm for treat-
ment that would alter the dose of warfarin that would provide them
better anticoagulation control, Freeman says. Initial results of the
study, which is not yet published, found which variants needed more
medication and which ones less.
RResearch into personalized medicine rotates around a classic
conundrum: To find the science and evidence behind a particular, indi-vidualized therapy that can be called personalized requires a large
pool to be narrowed to a very small one, and then to one person.
To find the relatively few people who may deviate from the
norm may mean testing a larger group. So researchers at Partners
HealthCare, the combination of Brigham and Womens and
Massachusetts General Hospital and the major teaching affiliates of
Harvard Medical School, are exploring a multi-structured approach to
make personalized medicine turn from science to practice.
Mason W. Freeman, MD, director of the Translational Medicine
Group at Massachusetts General Hospital, is leading a clinical trial
in partnership with the FDA to understand how certain people with
a defined list of genetic variations respond differently to commonly
used blood thinners such as warfarin. Mason, an internist and
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There are a couple of things that are absolutely spot-on central to
the whole issue of personalized medicine, says Freeman. For probably
two-thirds of the potential genotype variants, you dont need to change
the dose. But in the third, where they have a more atypical variant that
has a bigger impact on the warfarin dose, then you do change the dose
quite a bit.
So early results are clearly showing that for those patients
with the atypical variant, physicians get much better control of their
anticoagulation therapy when they use the genetic information,
Freeman says. To understand who has the variant requires a s ingle
$400 genetic test, Freeman says. But for the two-thirds of people in the
study who were not in the atypical variant, the test did not alter treat-
ment. Now you have the classic conundrum of personalized medicine
for a lot of conditions, Freeman says. Are you willing to pay to have
everybody have it done to benefit a third? The issue may not last long,
as the so-called $1,000 genomei.e., the entire sequence at once
may only be a few years away.
Everything changes in this equation on the day that whole
genome sequencing is now part of your medical record because youve
got all of the gene variants already in the computer, done with one
test, says Freeman. So its not a per-condition gene test. Once you
pay $1,000 or less to have it in your computer system, you have everyvariant that they have for every disorder that you would ever have a
genetic relationship to. Its incredibly cost-effective.
Next meaningful use
John Glaser is helping to build two information technology
infrastructures to create the framework for personalized medicine.
The first is as chief information officer at Partners, where he and
his team are building the IT vision to fit the goals of the Partners
HealthCare Center for Personalized Genetic Medicine, which include a
robust electronic medical record, personalized genomic data available
for clinical use, and physician access to electronic decision support
tools. The second is as senior advisor to David Blumenthal, MD, the
federal coordinator for healthcare information technology, in the devel-
opment of meaningful use definitions under the HITECH provisions
of the American Recovery and Reinvestment Act. In a national sense,
the hope is to lay the foundation for the decision support that will be
needed for personalized medicine, but to get there will mean taking
some first steps.
When I look at the standards that have come through the interim
final rule and the definition of meaningful use that is currently in the
notice of proposed rulemaking, it is very fundamental, Glaser says. Its
things like a code for a lab test and e-prescribing. And theres nothing in
the current definition that includes personalized medicine. But theres
also nothing being done there that will make personalized medicine
harder over time.
It wont necessarily be too far along before those rules may come
into future definitions of meaningful use, Glaser says. Maybe well see
in 2013 and 2015 definitions of meaningful use and in standards in the
years to come that are more dead center to personalized medicine,
he says. But were laying a foundation that the personalized medicine
revolution will be able to leverage and frankly will be necessary,
Partners HealthCare
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because in the years ahead,
the sheer amount of decision
support will require an EHR
foundation.Before that decision
support can be actualized, some
connections in research have
to be made. Partners is leading
on multiple research fronts,
particularly on the software
that is necessary to merge EHR
and genetic data in biomedical
computing, which is why National
Institutes of Health Centers
Informatics for Integrating
Biology and the Bedside resides
at Partners.
In the clinical areas, Partners
has already begun to deploy
genetic-related decision sup-
port. One of the challenges that
Partners found isnt necessarily in
getting the data to physicians, but
rather getting the results in ways physicians can process. A cryptic set
of raw results is not useful
to todays physicians.
A lot of clinicians dont know how to interpret genetic results,
Glaser says. They know how to look at a graph of chemistry results .
Partners HealthCare
They know how to read a pathology report. But they actually dontknow how to look at this data and to make decisions based on it.
Partners has developed software called Patient Genome Explorer,
which pops up in the genetic results a physician sees for treatment
decisions and explains what the data mean in treatment terms.
Another program, GeneInsight creates a report for the patient and
Functioning of the Information Technology Infrastructure
Source: Partners HealthCare
Physician
Bioinformatics
Testing Platform
ElectronicMedical Record
Geneticist/Genetic
CounselorGenomic VariantInterpretation Engine(GVIE) and GeneInsight
Manage interpretation oftest results
Clinical SecurityContext
Manages storage and securityof structured genetic/genomictest results
Gateway for IntegratedGenomics-ProteomicsApplications and Data
Manage physical aspects of thetesting process
Genetic/GenomicTesting
MolecularDiagnosticLaboratory
Mason W. Freeman, MD,Director of the TranslationalMedicine Group,Massachusetts General Hospital
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referring physicians that describes the genetic variance and possible
ramifications for treatment. Like any decision support tool, the ones
at Partners are only as good as their data, and even in the relatively
new field of personalized medicine must be kept in line with current
evidence.
One of the other challenges, and you see this in cancer, is that our
understanding of what a gene mutation meant five years ago has been
replaced by more knowledge that has come through, Glaser says. So a
prior result might have led you to do X. Now the research may want you
to do something different than X. So if you have a patient under your
care and all of a sudden we have new understanding, we need to tell
you that because the course of treatment needs to change.
Community next
Although the wave of personalized medicine is roll ing from academic
medical centers to community hospitals at a fast pace, Glaser says the
wave wont wash up on all shores at the same time, with particular
areas such as cancer already being a service l ine in which community
hospitals may enter the translational science. Rather than being a
threat, embracing personalized medicine may be an opportunity, says
Partners HealthCare
Raju Kucherlapati, PhD, Paul C. Cabot Professor of Genetics at Harvard
Medical School. Estimates are that only 15% of cancer patients nation-
ally receive their treatment at premier academic medical centers, with
the rest receiving care at a community hospital or oncology center.
Even at the academic medical centers, different levels of personal-
ized medicine are being applied, Kucherlapati says. In the community
setting, it is widely variable. There are probably a few practices that
practice some level of personalized medicine, but many of them do not.
It is still a big challenge and an opportunity to get all of these communi-
ty oncology practices to embrace these ideas of personalized medicine,
because for the first time, if they do embrace it, they have the oppor-
tunity to provide the kind of care that major academic medical centers
would be able to provide.
Glaser advises that even a medium-sized community hospital
should start to look at whether its clinicians are studying or engaged in
personalized medicine, especially in cancer. Its also worth asking your
EHR vendor what their plans are for personalized medicine, Glaser
says. Meaningful use may be more of an immediate agenda item. But I
wouldnt lose track of those things and would expect that I may need to
respond to personalized medicine in the near-term.
John Glaser,Chief Information Officer,
Partners HealthCareHaving trouble listening?Click here.
{ }A lot of clinicians dont know how to interpret genetic results, Glasersays. They know how to look at a graph of chemistry results. They knowhow to read a pathology report. But they actually dont know how to look
at this data and to make decisions based on it.JOHN GLASER, CHIEF INFORMATION OFFICER, PARTNERS HEALTHCARE
2828CASE STUDIES BY JIM MOLPUS
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Vanderbilt University Medical Center
Targeting Decision Support
The first recognition is that genetic variation, the minute differenc-
es between you and me constituting less than 1% of our DNA blueprint,
can strongly predict in some cases whether we will get a good result
from a medication or a bad result, Masys says. He explains that VESPA
will work like 1.9 million experiments of nature by combing de-iden-
tified data of treatments and reactions stored from those treated at
Vanderbilt, plus the data from BioVU, a de-identified DNA bio bank that
stores leftover blood from 80,000 individuals treated at Vanderbilt.
(Patients sign a consent form for the use of leftover blood.)
The idea is to use the electronic medical record to find a group of
individuals who got a medicine and got a good effect, and then another
group who got the same medicine and got a bad effect, and then go to
the DNA and do a genomewide scan to see whether we could have pre-
dicted, based on minute variations in the DNA, whether one group had
a different pattern than the other, Masys says.
TThe hope of the American Recovery and Reinvestment Act (ARRA)
was to build the infrastructure for future innovation and commerce. For
retail and construction , the future is built on highways. For personalized
medicine, the paths are the data points in an electronic health record
that store those few genetic differences that separate a personalized
care plan.
In 2009, Vanderbilt University Medical Center in Nashville
launched VESPA (Vanderbilt Electronic Systems for Pharmacogenomic
Assessment), a $6.4 million research grant sponsored by the National
Institutes of Health under its Grand Opportunities program using
ARRA funds. The program tries to blend new science with some of
the vision and potential use of personalized medicine, says Dan Masys,
MD, coprincipal investigator of the VESPA program and chair of the
department of biomedical informatics at Vanderbilt University Medical
School.
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Vanderbilt University Medical Center
But the idea behind VESPA is not to stop at bench science, but
to make a quick leap into the clinical realm. Once weve found those
patterns, the normal way is you just publish a scientific paper in the lit-
erature. Thats the way that science generally runs, but thats not what
VESPA is proposing to do, says Masys. VESPA is proposing to take
that information back into the clinic through patient-specific computer-
ized clinical decis ion support so that we could have, in essence, a small
panel of genotypesthat is, small points of variation in your DNA
that we would just go ahead and capture ahead of time on everyone
who walks through the door. So that information would already be
there at the point where some fraction of people will have a doctor pre-
scribe a medicine that theyve never been exposed to before, for which
we know DNA variation predicts a different response.
Masys and his team hope to get the results of VESPA into
Vanderbilts EHR within a year to 18 months, at which point the infor-
mation will be available to physicians at the point of care. That, says
Masys, is a true acceleration of the promise of personalized medicine.
There is a little bit of this occurring out there already, and its been
called personalized medicine, but its all after-the-fact personalized
medicine. Its after the doctor has already prescribed the medicine,
Masys says. So in a sense, the moment has passed where the infor-
mation is important. And so were proposing to move this ahead and
formally evaluate how much additional improvement in care results
from the DNA information compared to the way we normally make our
clinical decision.
The way personalized medicine works in clinical practice today
is typically too slow to be effective, says Dan Roden, MD, coprincipal
investigator with Masys on VESPA and assistant vice chancellor for
personalized medicine at Vanderbilt.
Theres no question that personalized medicine is not in wide-
spread clinical practice, not at all , Roden says, because the typical
patient-physician encounter is built around a diagnosis based on clinical
factors, a treatment decision made by the doctor, and communication
of both to the patient.
If at the end of that discussion I have to turn around and say,
Oh, and by the way, your response to that drug is influenced by genetic
factors, and that test will be available maybe tomorrow, but it s more
likely a couple of weeks. And Ill call you up when we have the result.
And I might tell you youre on the right dose of the right medicine. I
might also tell you youre on the wrong dose of the right medicine.
I might tell you youre on the wrong medicine.
Its hard enough to explain to people that they need to go on this
new medicine and why. But then to turn around and say, Oh, and by
the way, were going to have this whole discussion again in a couple of
weeksI dont exactly know when? Its just way too cumbersome.
Cost behind the science
Although the VESPA study is built on a research grant, Vanderbilt is
concurrently tracking the data for cost analysis with its Institute for
Medicine and Public Health. It is that type of data which will build the
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with the computer rules and algorithms will be able to actually reason
with your entire genome once that becomes available, he says.
The data crunching and storage issues associated with the genetic
variants are not as daunting as they would appear, Masys says. Were
saved by the fact that you and I are actually 99% the same. And this is
just talking about genes. Theres another order of magnitude complex-
ity when you go out and measure proteins, because there are a lot more
of them than there are genes.
But the same principle applies: that if we have a data reference that
is our standard definition, then you and I just become a set of differ-
ences to the norm, and so it reduces the data storage problem by 99%.
Because at the front end what we can compute is, where there are no
differences, well just use the standard genome, and where there aredifferences, well store whats exactly and only you, and only me.
Storage is not the issue, but what systems wil l require is a robust,
actively used EMR with decision support. Vanderbilt has been develop-
ing its EMR for more than two decades and clinical decision support
tools since 1994, Masys says, yet fewer than 10% of hospitals nation-
wide have reached that level. So although many in the industry may
view the EMR as a process tool for preventing todays medical errors
and recordkeeping, its real use is as the basis for a higher level of deci-
sion support in personalized medicine.
What we do know is that the only way to deal with the complex-
ity of the patterns is with computerized decision support rules, says
Masys. Theres no way for a human being to look at these patterns and
be able to recognize them.
Targeting resistance
Nowhere is the science of personalized medicine more in practice than
in cancer care, where Vanderbilt researchers are tracking genetic vari-
ance in cancer tumors to more precisely target therapies. Certain lung
cancers have a sensitivity and resistance to targeted therapies such as
Iressa and Tarceva, which both work by blocking the activity of epider-
mal growth factor receptors.
A single mutation, however, may cause the tumors to become
resistant to the drug and allow tumors to return within a year, says
William Pao, MD, Ingram associate professor of cancer research at the
Vanderbilt-Ingram Cancer Center. Researchers found that by compar-
ing the genes of the tumors versus normal lung tissue, they identified a
strategy that a new combination of two drugserbitux and the com-
pound BIBW-2992can overcome tumors with the second mutation.
Paos research now is concentrating on getting standard genetic
mutation analysis done on cancer patients that will be built into the
universitys plans for decision support.
First we just wanted to get what we would consider standard
mutation analysis done in a prospective manner, meaning that the data
is done automatically on patients tumors, Pao says. And there were
testing for three main mutations in lung cancer and then one main
mutation in melanoma. Thats our one-year goal, and were already
there, basically. Our second goal is to develop an assay for detection of
more mutations. So we have one in lung, where we can detect about 40
mutations, and then one in melanoma, again about 40 mutations, all of
which are relevant to targeted therapy in cancer.
Dan Roden, MD,Assistant vice chancellorfor personalized medicine,Vanderbilt University
Medical Center
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ROUNDTABLE
e Promise of
MarkBoguski, MD
Department of Pathology,
Beth Israel Deaconess Medical
Center, Center for Informatics
at Harvard Medical School
RajuKucherlapati, PhD
Paul C. Cabot Professor
of Genetics, Harvard
Medical School
ClayMarsh, MD
Executive Director, Center
for Personalized Health
Care, The Ohio State
University Medical Center
GeraldMcDougall
Principal and U.S.
Health Sciences Leader,
PricewaterhouseCoopers
DanRoden, MD
Assistant Vice Chancellor
for Personalized Medicine,
Vanderbilt University
Medical Center
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Personalized Medicine
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HEALTHLEADERS MEDIA It seems that the definition of personal-
ized medicine varies. Could each of you define what it means to your
organizations?
CLAY MARSH, MD | The Ohio State University Medical Center | My
definition is system-based. I look at personalized healthcare as the abil-
ity to understand individual health and stratify outcomes based on their
genetics, and environment, including sleep, biological rhythm, exercise,
nutrition, and stress. The definition also includes the healthcare deliv-
ery system, data analysis, data integration and complexity, so that we
can automate executing evidence-based practices we know today and
the practices we learn tomorrow on a more personal, individual basis.
Standardizing care and reducing variability is an important opportunity.
MARK BOGUSKI, MD| Beth Israel Deaconess Medical Center
|Ill
expand on it in a little different direction. I feel that direct consumer
genetic testing is just really a subset of the larger challenge of educat-
ing patients enough to be comanagers of their health and wellness with
their physicians. In the personal genomics space, we have seen that the
The Promise of
PersonalizedMedicine
ROUNDTABLE
Jim MolpusStrategic Partnerships
Director
HealthLeaders Media
Philip BetbezeSenior Editor
Leadership
HealthLeaders Media
PPersonalized medicine is a phrase that encompasses all
that healthcare should bethat is, care carefully tailored
to the specific needs of the patient. Advances in the science
of genetics, along with the development of necessaryinfrastructure like the electronic medical record, may
finally be near to pushing personalized medicine from an
aspiration to the standard practice of care. HealthLeaders
Media recently convened a panel of experts from four of
the worlds leading medical centers to discuss how
personalized medicine is at work today, and what
healthcare leaders everywhere should expect in thenext few years to come.
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business community and direct consumers got
way ahead of the medical profession in provid-
ing these tools and technologies, and I dontthink that failure is an option to help the con-
sumers understand this information, wherever
it comes from. Patients have an important role,
too, because personalized medicine is preven-
tive medicine as well, and if people are informed
by health awareness and increased medical
knowledge, amplified by their personal genomic
information, I think they can be equipped to play
a much more active role.
GERALD MCDOUGALL | Pricewaterhouse-
Coopers| At PricewaterhouseCoopers, weve
defined it as a holistic, individual model of care
that examines each individuals unique makeup
and designs appropriate strategies for main-
taining wellness and treat-
ing illness. Others have
coined it P4 Medicine,
where its personalized,
preventive, predictive, and
participatory. I always
think those four Ps are
broad enough to capture a
lot of what were talking about, but each has its
own domains.
RAJU KUCHERLAPATI, PHD | Harvard
Medical School| To put it in the framework,
genetics as it relates to medicine has undergone
an evolution towards the end of last century,
and that evolution is the recognition that genet-
ics plays a very important role in virtually every
aspect of health and disease in the human popu-
lations, and were beginning to understand very
significantly what these genetic components
are that make us susceptible to disease, how we
respond to particular types of drugs, and how
we could enhance the wellness of human popula-
tions. So one of the evolutions that is happening
in the early stages of the century is our ability
to use this genetic and genomic information to
be able to make risk assessments for individuals
and say who is going to be susceptible to get
particular types of diseases, and to be able to
clinically diagnose, accurately diagnose a dis-
ease, and determine which drug is going to be
most effective for those individuals. So the abili-
ty to do all of these thingsthe ability to be able
to do risk assessment, to be able to do diagnosis,
to be able to do common prognosis, and to be
able to make the right treatment decisionsis
what I would call personalized medicine.
DAN RODEN, MD | Vanderbilt University Medical
Center| The ultimate in personalized medicine
will be when we understand what it is that
makes you an individual and tailor your health-
care to those factors. The things were working
on right now are obviously genes and genetic
variants. But the downstream effects of genes
and genetic variants are proteins and protein
variants, and so proteomics plays a role in that.
And proteomic profiling can be particularly use-
ful in some cancers. Thats not a future tense
Gerald McDougallPrincipal and U.S. Health
Sciences Leader
PricewaterhouseCoopers
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vision. Thats upon us as we speak. Theres a lot
more than just genes and proteins that make us
who we are. Theres the way we were broughtup, the sociology in which we live, the society in
which we live, the family relations and the per-
sonal, professional relations that we have, all of
which color the way you approach healthcare,
whether youre a compliant person, a not-com-
pliant person, whether youre an obsessive per-
son or a not-obsessive person. Those things all
have to get taken into account when you start
to think about personalizing healthcare.
Current stateHEALTHLEADERS MEDIA Give us a status
report on personalized medicine as it relates to
getting into working clinical practice.
MARSH If you look at the Institute of
Medicines report, it takes about 17 years to
get a discovery from the bench to the bedside.
There have been some really nice examples of
where that time has been shortcutted, where
weve really benefited people. The HIV epidemic
is certainly one of those, where we aggressively
put drugs in clinic with activity against that
virus and changed HIV from a death sentence to
a chronic disease. In the pharmacogenomic field,
we now have more targeted therapies for peoplewith cancers based on the genetics of the tumor
to give treatment that is more precise, safer, and
more effective.
BOGUSKI Participatory medicine is a very
interesting phenomenon thats been going on for
several years with groups like e-Patients.net, and
these people are very assertive folks who not
only want to be participants in their healthcare
but actually the managers of it, because they
have a vested interest in getting the best treat-
ments. Thats not a model for the whole popula-
tion, because you have to have a lot of motiva-
tion and assertiveness to insist on that level of
participation. My message is that doctors have
to prepare themselves to anticipate this and not
reflexively react that, you know, Im the doctor
and you shut up, which is something Ive heard
in my training. I think the medical profession has
not yet fully realized that not only do they need
to update their training in terms of content, but
sort of rethink the way that theyre going to deal
with patients and consumers.
RODEN I trained as an internist, and then I
came to Vanderbilt in the late 1970s to study
something called clinical pharmacology. Andit took 10 years of my life to figure out how to
explain clinical pharmacology to those people
who are not in the discipline, like my mother.
Clinical pharmacology is the science of trying
to understand the mechanisms underlying vari-
ability in response to drugs in human beings and
using that information to use the drugs we have
now better or to develop new drugs. And theres
been a story in clinical pharmacology for the last30-plus years that there are genetic variants
that profoundly affect response to certain drugs.
And so the frustration has been, in the clinical
Clay Marsh, MDExecutive Director, Center
for Personalized Care
The Ohio State University
Medical Center
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pharmacology community, that we know that
there is variability in response to drugs, and we
know the mechanisms in some cases, and yet wedont act on those mechanisms. We dont incor-
porate those mechanisms into the way we prac-
tice medicine. One of the reasons is that genetic
testing has been difficult to accomplish and has
been sort of esoteric and foreign to most doc-
tors. So most doctors will say, Well, I accept the
idea that theres variability. Ill give the drugs,
and if my patient happens to be one of those out-
liers, then well figure that out and move on. Wecan do better.
KUCHERLAPATI The one practice where
personalized medicine is used extensively is in
pediatrics. There are many, many childhood
diseases for which the diagnosis, prognosis,
and treatment decisions will not be made in
the absence of genetic information. In cystic
fibrosis, for example, we are able to make a
determination that the child would have cystic
fibrosis, confirm it with a test, and then the
results that you obtain from the test would
determine how that child is going to be treated
and how you would be able to extend the lives of
those individuals . The second area that I think
has a significant impact is in cancer. The classic
examples of the use of genetic informationfor determining risk are in earlyonset breast
cancer, where its possible to do a test and be
able to determine whether the individuals have
mutations in BRCA1 or BRCA2 and to make
a risk assessment. Similar sorts of tests are
available for other types of cancers, such as
colon cancer. And then, following the prognosis
issues, there are actually treatment issues.
Maybe lung cancer is one of the best examples,where genetic testing of the tumor samples is
going to inform us as to what is the nature of the
drug that should be given to those individuals.
MCDOUGALL When were looking at the
opportunity to personalize medicine, we still
have to overlay it into a current healthcare sys-
tem that has a lot of variability. That variability,
in terms of the delivery of healthcare and then
clinical adoption, is a huge issue that needs to be
dealt with by the entire healthcare ecosystem.
Personalized medicine has been around for a
very long time. I dont know a physician who
wouldnt want the tools to get the right treat-
ment to the right patient at the right time. That
is not new for anyone looking across at a patient,
but I think the standardization of variability is
something that needs to be dealt with as well.
HEALTHLEADERS MEDIA Much of the
potential in personalized medicine is in the value
proposition it providesof avoiding unneces-
sary tests. That value may remain elusive for
now, but is the proposition changing?
MARSHIf you think about the cancer field or
the pediatrics field, there now are pressures
from the cost reimbursement side to test for
specific targets, so we use expensive therapies
specifically from a provider standpoint. So I
think that aligning the systems together to
Mark Boguski, MDDepartment of Pathology, Beth
Israel Deaconess Medical Center
Center for Biomedical Informatics
at Harvard Medical School
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create an automated framework to consistently
practice the same high-qu