"One of the things you learn from years of dealing with drug
people, is that you can turn your back on a person, but never turn your back on
a drug."
- Raoul Duke, Fear and Loathing in Las Vegas
"In the field of observation, chance favors only the
prepared mind."
- Louis Pasteur
The above quotes
allude to the growing realization that new opportunities exist for many "old"
drugs, but sophisticated knowledge management platforms will be needed to
properly identify these drug repositioning opportunities.
Amid the "fear and
loathing" accompanying the numerous reports of the drug development pipeline
drying-up, the biopharmaceutical industry is warmly embracing the drug
repositioning model as an efficient and expedited mechanism to fuel their
clinical development programs with "old" drugs that have newly appreciated
indications. At the recent Drug Repositioning Conference
held in San Francisco, CA on July 13-14, 2011, industry experts convened to
share their insights from their own drug repositioning experiences, to discuss
the impact drug repositioning has had on the drug development landscape, and to
assess new directions for the field.
The concept of drug repositioning (or repurposing) is not new. In the past, serendipitous observations
played a principle role in identifying novel uses for approved drugs already on
the market for other indications, noted Pankaj Agarwal, Director of
Computational Biology, Molecular Discovery & Development at
GlaxoSmithKline. Aspirin serves as a classic example.
What is new however is
that biopharmas, including Merck Serono, AstraZeneca and GSK, all of whom were
represented at this conference, are now placing a premium on leveraging their
prior research and development (R&D) investments to rescue stalled clinical-stage
compounds by re-investigating their efficacy for treating alternative new
indications.
Given the high
attrition rate of experimental drugs, drug repositioning offers a "solution for
speedy re-introduction of compounds back into the pipeline," commented Natalia
Novac, Associate Manager, R&D Knowledge Management Operational Excellence
at Merck Serono. While Novac commented
that Serono's original repurposing business model had focused on Phase 3
clinical compounds, they now realize that they need to start earlier, after a
drug passes Phase I safety and toxicity testing, to plan for secondary
indications. Others in the audience
advocated preparing even earlier, at the preclinical stage in the product
lifecycle, a practice adopted at Pfizer, to identify potential alternative
indications that could be used either as a back-up, if efficacy testing for the
primary indication fails, or as a repositioning strategy.
Some in the audience
challenged the notion that only drugs that have passed Phase I harbor future
value for repurposed use, indicating that a drug that failed its initial Phase
I study when delivered at a high dose could be safely delivered at a much lower
dose that fell within the therapeutic window for the treatment of an
alternative indication. Taken together,
these divergent criteria argue the utility of broadening eligibility to include
all clinical compounds (and perhaps even preclinical compounds) under
consideration for repositioning.
Knowledge
Management: Pillar of the Drug Repurposing Approach
Nowadays, biopharma is
not leaving these hidden, yet potentially golden, repositioning opportunities
up to chance alone. There is a concerted
effort within biopharma to capture and organize the vast amounts of existing
public and proprietary data into rich knowledge networks of biological pathways
and disease targets.
Merck Serono,
AstraZeneca, and GSK are all heavily investing in various Knowledge Management
platforms. Speakers mentioned a host of
existing automated technology platforms that review texts (i.e.: publications,
abstracts, clinical case reports, etc.), extract entities (i.e.: proteins X and
Y) and build relationships between entities (i.e.: protein X activates protein
Y) to create biological knowledge networks. These networks could be overlaid onto disease specific network maps to
facilitate identification of key, possibly novel, disease targets. This type of approach could also be used to
identify the relevant indication(s) based on their drug's established mechanism
of action.
In addition to fully
automated platforms, organizations such as Thomas Reuters offer MetaMiner Partnerships to "bring
the highly specialized expertise in manual curation and disease map development
to create new pathways quickly" for its clients. In a collaborative move, Reuters launched a
new consortium in July 2011 to map the bioprocesses for all FDA drugs approved
in the last three years.
Spotlight on
AstraZeneca's high-investment foray into drug repurposing
AstraZeneca's aptly
named New Opportunities group has been tasked with finding new opportunities
for existing compounds in areas that the company is currently not working
in. Regenerative medicine is one such
new area, remarked Nick Brown, Associate Director of Informatics for
AstraZeneca's New Opportunities group. Orphan diseases were also considered attractive gateway indications, suggesting that ALS could be within
AstraZeneca's sights if the right opportunity were to be identified.
AstraZeneca is going
further than most when building their Knowledge Management Platforms. As Brown explained, his group is in the
process of bringing together over 2000 proprietary internal databases from
across AstraZeneca's global reach. He
admittedly faces a huge standardization challenge, but makes the point that
these disparate databases contain tons of valuable proprietary information about
their own drugs that remain relatively inaccessible. Brown strongly believes that re-capturing
this propriety information "hidden away" will reveal novel and lucrative
repurposing opportunities for AstraZeneca. Brown has also developed a rich Asset Repositioning Matrix that has
already led to the identification of new disease targets and indications, as
well as, potential collaborators and key opinion leaders.
The 20-member group
functions as a virtual R&D with a budget comparable to one of AstraZeneca's
therapeutic areas, underscoring their confidence in and commitment to the
repurposing strategy. Formation and
funding of this group also emphasizes AstraZeneca's belief, also expressed
frequently by other conference attendees, that factoring human data into the
knowledge maps is "huge". Given the size of AstraZeneca's investment and
commitment it was interesting that the primary focus to date for this group had
been on late stage Phase II or III compounds in clinical development,
suggesting that a considerable amount of Phase I and pre-clinical information
still remained untapped.
The value proposition
behind the drug repositioning approach is obvious: generate new revenue streams
by leveraging prior capital- and resource-intensive investments and in so doing
offer patients better treatments. While
the opportunities are vast, there are several important limitations, including
issues of commercialization, patentability, freedom of use, and the regulatory
path to approval, to name just a few. Not to fear - speakers including commercialization expert David Cavalla,
regulatory expert Ken Phelps, and patent attorney Kevin McLaren, discussed a
slew of strategies to work through these vital issues. Further discussion of these issues can be found here and here.
So given the buzz
generated at this conference, my question is: can ALS drug development benefit
from a drug repositioning approach?
One way I thought
about this was in terms of speed. The
critical need for expedited drug
development for ALS is underscored by the aggressive and merciless progression
of disease resulting in death typically within three years after
diagnosis. Clinical development of a
repurposed drug could significantly shorten the traditional drug development
timeline and bring an efficacious drug to patients faster and, in so doing,
offer access to more ALS patients.
Ok, so yes,
repositioning saves time, but is it relevant to ALS? As noted by speaker Chris Lipinski,
Scientific Advisor at Melior Discovery, 30% of clinical compounds have new uses
and (strikingly) 90% of these new uses are on-target. These findings indicate that rather than
finding new molecular targets for old drugs, we are discovering the relevance
of these druggable targets in new indications, implying that there are major
gaps and flaws in our fundamental understanding of disease biology.
Final thought: As our
understanding of ALS biology deepens and disease targets are further
validated, a drug repurposing approach could be a valuable complement to
traditional ALS drug discovery efforts.
So who's with me?
- Sheila Menzies, PhD, Scientific
Program Officer at Prize4Life