Is your organization ready for PM? · –Genomeweb, Sept 2016 Children’s National and Inova...
Transcript of Is your organization ready for PM? · –Genomeweb, Sept 2016 Children’s National and Inova...
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PM2, February 19, 2017
Meredith Reichert, Ph.D.
McKinsey and Company
Is your organization ready for PM?
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Speaker Introduction
Meredith Reichert, Ph.D.
Engagement Manager, McKinsey and Company
Experience in all aspects of healthcare, serving
pharamaceutical and biotechnology, companies as
well as providers and distributors, particularly in
oncology and precision medicine strategy
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33McKinsey & Company
Conflict of Interest
Meredith Reichert, Ph.D.
Engagement Manager, McKinsey and Company
Has no real or apparent conflicts of interest to report.
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Agenda
Opportunities of precision medicine in oncology and beyond
Challenges of providers implementing PM capabilities
Potential solutions to bring PM to all patients
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What is precision medicine?
…a medical model that
proposes the
customization of
healthcare…
…to classify individuals
into sub-populations
that differ in their
susceptibility to a
particular disease or
their response to a
specific treatment
…capacity to use
molecular knowledge
(genomics, proteomics,
metabolomics) to
prevent, diagnose,
treat, or
monitor disease
…ability to predict an
individual's
susceptibility to
diseases…
Precision medicine is…
Medical care tailored to the individual based on that individual’s unique characteristics or unique characteristics of the disease itself
SOURCE: McKinsey, Wikipedia, Center for personalized genetic medicine, President’s Council on Advisors on Science and Technology
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66McKinsey & Company
After a long lead time, PM is coming of age in healthcare
1990 – 2003
Human Genome Project
2004 – 2010
2011 – 2020
Beyond 2020
Understanding the
Biology of Genomes
Understanding the
Biology of Disease
Advancing the
Science of Medicine
Understanding the
Structure of Genomes
Improving the Effec-
tiveness of Healthcare
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Precision medicine is real today…
69
204
2010
+20% p.a.
2016
Diagnostics are progressing, with liquid biopsies
becoming more and more standard
KOLs in leukemia and lung cancer say they routinely
use NGS in ~40% of their patients
Community providers are increasingly building PM
platforms with strong diagnostic offerings
Health IT players are finding ways to integrate patient
EHRs, genetic information, treatment and outcome
data to fully automate clinical decision support
FDA-approved drugs
associated with a biomarker
SOURCE: FDA.gov, expert interviews
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… and new initiatives are paving the way for PM beyond oncology
Obama Announces $215 Million Precision-Medicine
Genetic Plan
– Wall Street Journal, Jan 2015
New blood pressure, hypertension loci identified
through large analyses
– Genomeweb, Sept 2016
Children’s National and Inova announce three-year,
$2.8 million research and education collaboration
– Yahoo News, Jan 2017
Geisinger research reveals underdiagnosed, undertreated
genetic disorder
– Genomeweb, Sept 2016
How Precision Medicine could be a lifesaver in kids
with brain cancer
– Forbes, Jan 2017
Gaurdant Health and the U of Texas MD Anderson have
struck a multilayer deal to push comprehensive liquid
biopsy into the standard of care in cancer treatment
– FierceBiotech, February 2017
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99McKinsey & Company
SOURCE: http://www.nature.com/ng/journal/v45/n4/full/ng.2582.html; Science Vol319, p1478; http://www.fda.gov
Genomic testing can drive value in healthcare in several ways
Prenatal screening
Risk-based
screening and prevention
Pharmacogenomic guided
optimal drug dosing
Immunogenetic blood and
tissue matching
Targeted therapy based
on patient stratification
Most applications can be achieved with a single genomic sequencing test (orange box)
Genomics especially valuable in cosmopolitan populations with diverse genetics
Genome sequences linked to EHRs are a resource to further improve medical care and R&D
Individual sequenced once per lifetime
• Sequencing patient / tumor DNA and match drugs to molecular “fingerprint”
• Adjust therapy intensity based on viral load or tumour risk profile
• Maintain a database of blood and tissue types to facilitate efficient and safe
organ donation and blood transfusion
• Can also help reduce adverse drug reactions
• Adjust drug dosing based on individual metabolism to ensure all patients
receive an effective dose while reducing adverse reactions
• Reduce the cost of prevention and screening programs without impacting
quality by targeting resources to high risk individuals
• Non-invasively test for genetic abnormalities before birth using new
genomic tests that require only a maternal blood sample
Description Example
• Down syndrome (trisomy 21) occurs in 1/800 live births in UK
• Breast cancer screening can be reduced by 24% with minimal loss
of effectiveness
• ~15% of patients may have non-optimal dosing of psychiatric drugs
• Traditional serology has more errors than genomics based typing
and leads to acute reactions in 1/12,000 transfusions
• Erbitux has been approved for patients with an EGFR mutation and
do not have Ras mutation
• Maraviroc works only for patients without CCR5 mutation
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With the increasing public excitement, providers can’t afford to ignore PM
Reputational and service line
benefits
• Opportunity to distinguish from local competitors
• Potential to be distinctive in level of service (e.g., WGS)
• “Halo effect” to drive increased patient volumes
• Opportunity to attract research & clinical talent
Direct participation
• Revenue potential to set up CLIAsequencing lab and associated clinical care
• Value shifting toward data analytics
• ROI is often breakeven at best
Partnership and database
commercialization
• Opportunities to partner with emerging Dx companies
• Pharma companies increasingly leveraging genomic data, allowing a small revenue stream for providers
• Can also support in-house research activity
Not developing PM offerings poses a significant long-term strategic risk, given the increasingly competitive market for PM care
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So why don’t all providers have a precision medicine platform?
Cultural barriers1
Infrastructure2
Clinical evidence / treatment options3
Barriers to precision medicine
4 Misalignment of incentives
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Problem
Barriers to PM
Cultural barriers
• Oncologists and other care providers may not have background
knowledge in genomics and the rapidly evolving world of targeted
therapies
• Physicians may be hesitant to start down a path that may not yield a
difference in treatment
Infrastructure
• Expensive infrastructure elements needed to establish a PM platform
– CLIA lab and sequencing capabilities
– Bioinformatics and clinical decision support tools
– Access to specialty pharmacy
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There’s a freight train of knowledge that is
impossible for physicians to keep up with
It’s hard to comprehend how much really needs
to into building this from scratch, especially for
a large regional system
– Head of community cancer center
– Head of community cancer center
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Barriers to PM
Problem
Clinical evidence / available therapies
• Gap between the knowledge and evidence for new standard of care
• No clear path to evidence; becomes an issue both for clinical
implementation and payor reimbursement
Misaligned incentives
• Misalignment between payors, providers and patients on appropriate
use and reimbursement of PM
• Healthcare still largely fee for service, which does not incentivize use
of PM
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The greatest near-term challenge is data
proliferation and the difference between data
and actionable evidence
We need greater transparency of information to
get all players to cooperate
– Head of community cancer center
– Clinical Evidence Director,
Large Payor
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These barriers can be addressed by considering the patient provider journey
Steps in provider journey
3 Clinical evidence2 Infrastructure1 Cultural barriers
4 Misalignment of incentives
Patient meets
with MD, may
benefit from PM
Patient sample
collected, sent
for sequencing
Sequencing,
interpretation
sent to MD
MD discusses
results with
patient
Treatment
protocol
and/or clinical
trial selected
Patient
receives treat-
ment, out-
come tracked
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Cultural barriers1
Solutions
• Centralized physician education and
support
• PM physician experts lead the way in
physician training
• Guidelines to support identification of
PM applicable patients
Key is to recognize where PM will create clinically
actionable decisions
“Physician education is tough… we brought in a third
party to help with messaging
– Head of community cancer center
– Head of community cancer center
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Several systems have successfully built these capabilities…
Steps in provider journey
Clinical
decision
support tools
Bioinformatics
capabilities
CLIA lab
facilities
Patient meets
with MD, may
benefit from PM
Patient sample
collected, sent
for sequencing
Sequencing,
interpretation
sent to MD
MD discusses
results with
patient
Treatment
protocol
and/or clinical
trial selected
Patient
receives treat-
ment, out-
come tracked
Access to clinical trials
and/or specialty pharmacy
2
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… however, most use partnering to gain at least some of these capabilities externally
DescriptionExample systems
Vendor service
relationships
Vendors with established track records provide
sequencing services to provider networks
Joint PM venture between
health systems
Share the new infrastructure requirements
(e.g., physician education, CDS) with a
provider partner
Multi-stakeholder
partnerships in health data
Potential to sequence in house but benefit
from the data sharing of a collaboration (e.g.
recent Oncology Precision Network)
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Clinical evidence / available therapies
Establish clinical
guidelines
Collect patient
data
Stay relevant
3
• Ensure clear pathways and guidelines are embedded into EHRs
– Selected by committee of physicians and pharmacists
• Establish a process to submit feedback and change care treatment guidelines
when necessary
• Collect patient history, test results, treatment plan and outcomes
• Share this aggregated data amongst physicians to track best practices
• Participate in larger data consortiums to allow for population health analytics
• Keep guidelines at the cutting edge of care by attending conferences and meetings
• Ensure infrastructure is in place to access the newest therapies
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The level of precision care will only get more complex
ILLUSTRATIVE EXAMPLE FOR NSCLC1
All patients are treated the
same based on anatomic
location of tumor
EGFR
ALK
EGFR and ALK mutations
guide decision to use
erlotininb (Tarceva) or
crizotinib (Xalkori)
5-10 biomarkers dictate
treatment, requiring
multiplexed capabilities
EGFR
ALKPIK3
NaPi3b
Kras
Met
PD-L1
1 NSCLC: Non small-cell lung cancer
3
20 years ago
Today
5-10 years from now
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PM care requires consistent data access and new therapies, but stakeholders have varied investment in each
Need for new therapies
Need
fo
r d
ata
Historically have necessitated large clinical trials with slow approval times for each new
indication
Limited enforcement of data sharing
Regulatory Pharma
Beginning to shift to genetic, PM based R&D
Need simplified path for label expansion
Mixed knowledge and awareness of PM
Some are seeking out providers that offer PM
Fear of data sharing
Payors
Rarely sufficient evidence to justify reimbursement of some diagnostics and off-
label therapies
Prefer to see prospective, randomized control trials for each new indication
Mixed optimism and knowledge of PM
Mixed motivation to collect and report patient data around PM therapies
Starting to provide diagnostic platforms
Not rigorously collecting patient data
4
Provider systems PatientsPhysicians
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The ideal state of healthcare would incentivize a continuous learning cycle between all stakeholders
• Ideal state continuous learning cycle and data sharing between all stakeholders
• Tracking of all patient data using consistent criteria
• Potential for integrated systems to lead the way in showing the value of PM (e.g., Intermountain)
RegulatoryPayorsEvidence
4Genetic and
outcomes data
Therapeutics and
clinical trials
Patients
Pharma
Provider systems
Physicians
Novel tailored
therapies
Evidence
Evidence
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Questions?