The End of Technology Chaos
by
Gernot Mueller, M.D., President
James Kowalick, Ph.D., P.E., Technical Director
BioFutures Incorporated
Abstract
BioFutures Inc. is at the forefront of a revolution going on in the
drug delivery industry. Posed for strategic alliances with major biomedical engineering
and pharmaceutical firms, BioFutures and its partners have the capability to plan and
control the future of drug delivery technology. Behind this capability is a creative
approach for conceiving next-generation drug delivery systems and for conducting
technology forecasting. The initial thrust of this approach is on transdermal systems.
PART 1. EVOLUTION OF TECHNICAL SYSTEMS
PATTERN OF DEVELOPMENT On a time scale, all product families,
including drug delivery systems, move along the same steps as they evolve. The first point
on the "time-scale" of a technical system is discovery, marking the
"invention" of the product family. For various reasons (lack of investment
capital, formidable technical drawbacks, industry disinterest, etc.,) it takes many years
or even decades before the chief problems associated with the new product family are
resolved. Only then is the product ready for the marketplace. The "functional
progress" of a typical product family can be depicted using S-curves.
Consider the oral delivery of drugs - the most prominent form of drug
delivery used today, representing a multi-billion dollar industry. The "functional
performance index" that best describes the progress of an entire industry in the free
marketplace is the total number of units produced, and this function is illustrated below.

The oral medications industry is a rather mature industry. As indicated
by this generalized curve, the industry went through a period of time during which little
progress occurred, reached a point where sales (and therefore, production) started began
to rise rapidly, and then approached a limiting level of production. All product families
- all technical systems - follow the "S-curve" path as they move from the point
of discovery to their demise. As illustrated below, they go through an "infancy"
stage where little apparent progress occurs (although behind the scenes there is an effort
to resolve the reasons for this poor performance); then, when the chief problems
associated with the product family are resolved, the performance of the product family
rises rapidly, with improvement following improvement.

During this "rapid rise" stage, competitors begin producing
similar products, and guaranteeing a high rate of improvement. The product family
flourishes in the marketplace. Ultimately some "saturation" limit is reached
which fixes the market possibilities for the product family. The job now, is to maintain
the "cash cow." This is the thrust of the associated technical efforts. The
product has reached the "maturity" level, and all further innovative effort is
downplayed. For the most part, this is the position of the oral medications industry
today.
Although the functional performance of an entire industry is measured
in terms of the number of product units produced by that industry, the functional
performance of an individual product is measured in a unit that is more
"technical." For example, there are several important performance capabilities
for transdermal drug delivery systems. One of these is molecular size of the drug to be
delivered.
Todays transdermal drug delivery systems are technically limited
by the size (e.g., molecular weight) of the molecule that can be successfully moved
through the skin and into the body. This "limiting" molecular weight that can be
successfully delivered transdermally is therefore a measure of the progress of development
of transdermal delivery systems. As transdermal systems evolve, it is expected that they
will become capable of delivering drug molecules of ever-increasing size and complexity.
If this "limiting molecular size" is plotted against time, the resulting profile
would be expected to assume the shape of an "S" curve, as illustrated below.

This S-curve for transdermal drug delivery systems addresses only one
system function (although it is a very important one): the capability of the system to
deliver higher-molecular weight molecules. The "X" point on the S-curve
indicates that the transdermal systems of today are in the "infancy" stage of
their possible evolution. A major challenge for designers, scientists and researchers to
discover how to deliver an entire range of larger-molecule therapeutic agents through the
skin, in a manner that adds value for users of transdermal patches and similar devices.
CREATIVE SECRETS THAT ENABLE NEXT-GENERATION DESIGNS (AND
NEXT-GENERATION BIO-MOLECULES) There are two "secrets" that companies can
apply to take immediate steps leading to capturing major shares of the marketplace. The
first "secret" is how to rapidly and successfully expand the number of drugs
deliverable by transdermal means. The second "secret" is how to rapidly and
accurately identify next-generation "bio-molecules" that satisfy specific
therapeutic functions.
These "secrets" are already known, and they have been
organized in a creative approach that permits researchers and designers to (1)
conceive and design next-generation, transdermal drug delivery products, and (2) identify
next-generation bio-molecules. The former objective (rapidly conceiving
next-generation transdermal drug deliver products involving drugs that are currently not
deliverable) is discussed in Part 3 of this paper. Before discussing next-generation drug
delivery solutions, however, it is instructive to consider the capabilities of current
transdermal drug delivery systems and associated technologies.
PART 2. THE PRESENT SITUATION
NEW DRUGS VS. NEW DRUG DELIVERY SYSTEMS Getting a new drug out is a
high-risk process that takes many years. New-drug firms must endure high capital
investments, long R&D times, and historically low probabilities for success. This is a
major reason for the intense corporate interest in drug delivery technology. From a
development-time perspective, companies engaged in conceiving and developing new drug
delivery systems have the edge on companies out to conceive and develop new drugs. The
former group has the advantage of lower risks associated with FDA review. Because they can
focus on drugs already approved, they are facing significantly smaller outlays of cash for
research, conception and development - and they can make it happen faster than their
new-drug counterparts.
TECHNOLOGY CHAOS But thats where the glory road ends. The
state of drug delivery technology today has been characterized as being too slow, more
than moderately active, and chaotic. "Too slow" - because of the complex
technical problems associated with existing drug delivery approaches, and the snails
pace of current research. "More than moderately active" - because of industry
and venture capital support for the development of higher return-on-investment,
alternative delivery systems that have excellent chances for marketplace success.
"Chaotic" - because there is a lack of understanding about the evolutionary
nature of drug delivery technology: the individual steps that make up the
technology-improvement staircase. Drug delivery product "breakthroughs," when
they do occur, tend to appear at random.
Chaos is particularly noticeable in the new-product conception stage
(the so-called "Fuzzy Front End") of the total system development cycle.
Industry-wide, this lack of technological organization, and the inability to manage it in
a controllable and predictable way, mean significant losses of dollars, time, other
resources, and marketplace potential. The bottom line? Shotgun approaches are alive and
well in developing next-generation drug delivery technology, and they are not working so
well.
DRUG-DELIVERY SYSTEMS TODAY: PRODUCT DEVELOPMENT GOALS Drug
delivery companies are out to conceive and develop improved systems for introducing drugs
into the body. These systems take the form of topical gels; time release capsules;
computerized inhalers; lozenge-type sedative pain killers; chemotherapy gels injected
directly into cancer tumors; nitroglycerin, smoking cessation, hormone replacement and
contraception patches; oral wafers that stick to the gums, and other products.
These new-product goals address some of the chief problems recognized
by the industry. One problem is that only a relatively small part of administered drugs
reach their intended target sites. Therefore treatment often involves larger doses to make
up for these losses. The excess makes itself known through side effects that can show up
anywhere in the body. Side effects are particularly pronounced with orally taken drugs.
Seeking drug channels other than the mouth and the gastrointestinal system can be more
effective for a wide variety of medications.
Another problem is that there are some drugs (such as insulin, any
protein, and gene therapy compounds) that simply cant be taken orally, because the
quantity administered either never survives enroute to the target site in the body, or it
arrives at the target site in insufficient dosage.
Intrusive forms of drug delivery - injections for example - represent
yet another problem. They are endured by patients simply because there is no other way.
Topical gels, inhalers, patches and other new means of drug delivery
techniques have the potential advantages of easing discomfort, ensuring greater compliance
by patients, reducing the number of doses needed, minimizing side effects, and opening the
doors for some biotech drugs (such as proteins), which would make great drugs if only they
could reach their targets before being rendered worthless by stomach acids and other body
fluids.
One technique - the administration of drugs by transdermal routes -
offers the key advantage of being relatively painless. Other advantages include rapid
response, high reliability of effective delivery, and its "background" nature -
patients can go on with their lives while receiving treatment.
TRANSDERMAL PATCHES The transdermal (through the skin) drug
delivery approach serves to illustrate "Fuzzy Front End" problems encountered
with all the other new drug delivery approaches. For centuries, topical products (creams,
gels, lotions, etc.) have been used to treat local skin disorders. The idea of using the
skin as a route for systemic drug delivery, however, is of fairly recent origin. The
further idea of incorporating drugs in a "patch" that supplies them by
transdermal means is even more recent. The most important issue in the development of new
transdermal drug delivery systems is to modulate the transport of penetrants through the
skin on demand.
Skin patches hold promise for transdermal administration of a broad
scope of medical treatments. Patches control the release of drugs and avoid peaks and
valleys associated with multiple-dose oral medication, combining extended duration of
delivery with patient comfort, while significantly enhancing patient compliance. Patch
delivery is easier than injection, and eliminates the risk of infection. A number of drugs
may be administered transdermally. Transdermal drug absorption significantly alters drug
kinetics. Success depends on a variety of biological physiological, biochemical, and
biophysical factors including the following:
- Body site of application
- Thickness, composition and integrity of the stratum corneum epidermis (a skin layer)
- Size and structure of the molecule (related to molecular weight), which is an indicator
of diffusivity)
- Permeability of the membrane in the transdermal drug delivery system
- State of skin hydration
- pH and other physicochemical drug properties
- Drug metabolism
- Lipid solubility
- Degree of partitioning of the drug and associated components into the skin
- Depot (reservoir) of/for drug in skin
- Alteration of blood flow in the skin by additives and body temperature
- Interactions between and among the factors listed above
LIMITATIONS OF CURRENT TRANSDERMAL DELIVERY SYSTEMS Only a few drug
candidates are currently available in dosage forms for transdermal drug delivery. One of
the earliest applications was scopolamine patches used to prevent motion sickness and
treat nausea.
Another highly popularized use was Nicotine patches worn on the upper
arm to resolve the nicotine "fixes" for smoking cessation.
A third application is hormone replacement - for example, estradiol for
estrogen replacement in post-menopausal women.
Fentanyl patches are used to treat cancer pain or chronic pain
syndromes.
Testosterone patches for men are currently worn on the abdomen, back,
thighs, or upper arms.
Nitroglycerin patches are administered for alleviating angina.
Various contraception patches have also been developed.
Oxybutynin transdermal patches have been under development for the
treatment of urinary incontinence, a bladder disorder that results in uncontrolled release
of urine (the oral form of the drug has several adverse side effects including dry mouth,
dizziness and constipation).
In the cosmetics industry, vitamin C patches are promoted to improve
facial-line appearance and to de-emphasize wrinkles. Other ingredients such as sea kelp
are also delivered through the skin.
Certain topical compositions could also be applied in patch form: a
cream-like eutectic mixture of local anesthetics (EMLA) to reduce the surgical procedural
pain; corticosteroid cream administered for its local effect on skin maladies; and TAC for
anesthesia when suturing small lacerations.
A DESIGN CONFLICT The transdermal delivery approach is not without
its problems and design challenges. A major problem is the slow penetration of compounds
through the skin. The skin has an extremely low permeability, so large molecules cannot
readily pass through.
The low permeability is a result of the structure of the very thin,
outermost skin layer called the stratum corneum, which consists of flat dead cells filled
with keratin fibers surrounded by lipids - fatty molecules that prevent anything harmful
from getting through the skin. Useful substances like drugs are generally prevented from
entering and being transported. Only a few specific drugs are available for delivery via
transdermal means - those substances having relatively low molecular weights.
The most demanding problems represent conflicts. The conflict here is:
- The skin must not let foreign or otherwise dangerous substances enter from the outside.
In order to meet this requirement, its outermost structure is designed to act as a closed
valve - especially to high-molecular-weight molecules.
- The skin must be open to the intentional transport of drugs from the outside, in order
for the patient to receive optimal treatment. Many of these drugs are
high-molecular-weight molecules.
LIMITATIONS OF RESEARCH, EXPERIMENTATION AND MODELING The conduct
of research, scientific experimentation and process modeling to resolve the conflict
described above ("Large molecules cannot, yet must, enter the skin") have been
historically ineffective, and are rarely responsible for major product breakthroughs. There
is a lack of understanding of how transdermal delivery really works. Modeling
approaches for predicting transdermal drug delivery have had generally poor predictive
power.
The skin itself is a rather complex, heterogeneous membrane; its
penetration pathways and skin lipid-structure are not well understood. In many current
delivery systems, penetration enhancers increase drug transport through the skin. An
important step would be to develop a better understanding of the functioning of
penetration enhancers in the stratum corneum lipid structure and in the drug penetration
pathway.
The researchers aim is to develop models that incorporate all
these factors and effects, and to use the models to predict systemic drug levels likely to
result from a given drug delivery system. Unfortunately, research in this area has proven
to be slow and relatively ineffective, and it does not effectively support the conception
and development of next-generation delivery systems.
CURRENT DEVELOPMENTS Based strictly on developments (results!) to
date, it can be stated that no well organized development plan exists for rapidly and
effectively achieving breakthrough products for the transdermal drug delivery marketplace.
A solution to this state of chaos is presented in Part 2 of this paper. Nevertheless,
there been developments in several areas related to transdermal drug delivery systems,
some of which are summarized below.
Use of External Effects to Enhance Delivery: Ultrasonics Animal and
human cadaver experiments with patch-delivered insulin "ointment" for diabetes
treatment have shown promise for increasing skin permeability through the use of
low-frequency ultrasound (sonophoresis), and thereby controlling blood concentration
levels. This was accomplished in spite of the fact that insulin has a large protein
structure. This diffusion-amplification technique has also been used with gamma-interferon
to assist immune systems in patients suffering from viral infection or cancer, and with
erythropoeitin for treating severe anemia. The molecular weights of these drugs is roughly
two orders of magnitude higher than the molecular weights of molecules currently
administered through skin patches.
It has been theorized that an even lower frequency of ultrasound waves
would make transdermal transport of insulin even easier, since it is known that
cavitational effects increase as frequency is lowered. Ultrasound enhancement did not
cause permanent damage to the skins protective properties or to underlying muscle
tissues.
The time has not arrived when diabetics can wear
smaller-than-wrist-watch devices that would monitor blood levels (e.g., glucose), as well
as control ultrasound to deliver the appropriate dosage profile of insulin from a patch on
demand, eliminating any need for a patient to track and treat his condition. Such devices
could be employed for a wide variety of drugs and applications. The ultrasonic probe used
in the insulin experiments is as big as a pen - too large and too expensive for patch use.
Absorption Enhancers Several absorption enhancers are currently
under development. The function of these substances is to increase, by chemical,
biological, and/or physical means, the quantity and control of the chosen therapeutic
agent passing through the skin. There are several principles being used to develop these
substances. Because of the proprietary nature of the enhancers being tested, these
principles will not be discussed here.
Other Portals Although the focus of this paper is on transdermal
delivery, there are also a number of highly innovative delivery methods under development,
that rely on delivery from other locations. These include (1) The Mouth Lining - a case in
point is fast-acting, sedative lozenges that allow drugs to be absorbed through the mouth
lining; (2) Inhalants - The delivery of large, otherwise undeliverable molecules to the
lungs; (3) Under-Skin Injection Systems - Slow-release polymers are injected under the
skin, releasing hormones; (4) Central Nervous System Drugs - Systems that work across the
blood-brain barrier; (5) Foam Systems - Foam-based technology that encapsulates a
"friendly" lipid based substance around a wide variety of drugs, for controlling
and managing cancer and pain, among other illnesses; (5) Ocular Delivery Systems - New
drug structures that gradually release drugs into the eye; (6) Advanced Oral Delivery
Systems - new protective materials are combined with therapeutic agents to increase their
survivability on the way to the target site within the body.
PART 3. THE REVOLUTION IN CONCEPTUAL DESIGN
OLD APPROACHES TO CREATIVITY
The present methods and processes for
conceiving and developing transdermal drug delivery systems are based upon traditional
tools and practices that are relatively ineffective. The result of applying these
traditional tools and practices is generally slow, step-wise (not true breakthrough)
progress.
Brainstorming One of these ineffective approaches is "brainstorming."
Specialists in a field of technology are quite familiar with the limitations and problems
of the technology, and with most known directions for addressing these limitations. On the
basis of this knowledge and their experience, ideas are formed in their minds of the
necessary steps to take. Far more often than not, these "paths to success" are
really dead ends that nevertheless require the use of valuable organizational resources.
If specialists from other branches or technologies were attracted to examining, they may
be able to form a more objective vision of the solution. This leads to the idea of
involving "outsiders" in the quest for conceiving and developing next-generation
systems. Therefore since the 1940s the technical community has been practicing the
art of brainstorming. Unfortunately as mentioned above, brainstorming has not been very
effective for conceiving next-generation systems, or even for solving complex technical
problems.
There are several reasons for the ineffectiveness of brainstorming. The
"brainstorming" group intentionally consists of several outsiders who are not
specialists. Yet a specialists understanding of the problem situation is conducive
to creating higher-level ideas - which outsiders cannot create because of their lack of
detailed technical understanding. Another point is that brainstorming does not lead along
an ideal path, towards an "ideal solution." The ideas that come from
brainstorming are relatively random - albeit focused towards a general target.
Furthermore, brainstorming has already been demonstrated to be highly effective, but only
for addressing problems that are relatively low-level and general. Therefore it makes
sense to apply this method only for solving problems of the lowest level of complexity.
Trial and Error Another method for solving problems or conceiving
improved systems is based on sequential or concurrent experimenting. This is the "Trial
and Error" approach. Although the trial and error approach is infrequently
referred to, it is nevertheless a cornerstone of the scientific experimental approach:
"Try a particular avenue of
solution under certain fixed conditions; collect and observe the results; conduct a
subsequent experiment with conditions modified in a way that increases the probability of
reaching the experimental goal. Keep doing this - trial after trial - until success is
reached, or until the experimental goal is abandoned."
The trial and error approach may not have been invented by Thomas
Edison, but this prolific American inventor has been one of its most prominent users. It
has been said that "Edisons greatest invention was the invention factory -
forerunner of todays corporate research and development programs which still employ
the trial and error approach, only on a much larger scale than Edison." In
todays corporate world, entire teams are dedicated to investigating
"areas" of research or development related to a designated technical system.
These investigations all involve the application of Edisons trial and error
approach.
It is easy to criticize the trial and error approach. There are simply
too many trials that end up with no results ("errors"). The number of
"trials" increases as technical problems and design challenges increase in
complexity. Trials generally follow the "path of least resistance" - rarely
moving in the direction of an ideal solution. In fact, experimental directions are usually
predetermined by both the experiences, and the generally narrow specialty areas of the
investigators.
In a newspaper interview Thomas Edison, in defining genius,
also described the chief problem of the trial and error approach: " . . . one percent
inspiration and ninety-nine percent perspiration." It is precisely this
perspiration - measured in the use of dollars, people and equipment - that
makes the trial and error approach to creativity wasteful, slow, and generally
ineffective.
Requirements for an Ideal System Any superior problem-solving or
solution-creating approach must be goal-oriented, and the goal must take the form of the
ideal system. The ideal system as a goal is a guidepost for investigators,
steering them away from low-level design solutions, and pointing them, instead, in the
direction of the best possible system - one that is not only conflict-free, but also
compromise-free. Such a system may not be fully achievable, but as a design goal it
demands that investigators abandon design solutions full of tradeoffs and compromises, and
that are complex and costly.
THE IDEAL DRUG DELIVERY SYSTEM (IDDS) Some of the characteristics
of an "ideal transdermal drug delivery system" are specified below:
- Agent-Independent
The IDDS is capable of delivering any drug, regardless of size or
structure, at the rate of delivery specified.
- Selected Delivery Profile
Any Quantity-Time profile specified is capable of being
delivered by the IDDS.
- Multiple Drugs
The IDDS is also capable of delivering more than one therapeutic
agent at a time.
- Flexibility
The IDDS has the capability for changing or adjusting the rate or timing
of delivery, or the quantity to be delivered.
- Sensoring, Monitoring, and Decision-Making
The system will sense patient needs,
determine appropriate action, and deliver the necessary quantities in accordance with a
calculated quantity-time delivery profile. This is the "Smart" delivery system.
- Targeting
The IDDS has the (optional) capability of focusing drug transport towards
targeted sites (minimum drug losses to other-than-target sites).
- Capacity
The system is capable of making repeated deliveries between replacements.
- Absence of Problems
The IDDS raises or causes no new problems or concerns.
- Reliability
The IDDS consists of few parts and has a reliability in keeping with
other (competitive) delivery systems.
- Marketplace Value
The IDDS offers high value by featuring maximum functionality at
minimum system complexity and cost.
These ideal characteristics are not a wish list. They represent
idealized targets to guide the course of future system conception and system development.
What is missing from this list is an innovation approach for getting there (1) rapidly,
(2) with minimal expenditure of corporate resources, and (3) with a system design (drug
delivery product) that makes minimal compromises from the ideal system (IDDS) described
above.
RAPIDLY FIELDING NEXT-GENERATION TRANSDERMAL DRUG DELIVERY SYSTEMS
An innovative conceptual and developmental approach already exists. BioFutures
proprietary Technical Innovation Algorithm (TIA) has demonstrated its
capability for rapidly conceiving and developing next-generation drug delivery systems.
These systems approach the Ideal Transdermal Drug Delivery System guidelines listed above.
The following discussion relates only to transdermal delivery.
Where are Transdermal Drug Delivery Systems on the S-Curve? It has
already been shown in Part 1 that the level of development of technical systems can be
ascertained by one or more "functional performance indicators." Over time this
"profile of functional performance" takes on the shape of an S-curve. When the
functional performance index chosen is the limiting molecule size that can be delivered
through the skin, todays transdermal systems are seen to be in the
"infancy" part of the S-curve. This means that there are opportunities for those
companies who discover how to move up the S-curve.
The Laws of Transdermal System Development An analysis of the
global patent collection indicates that all technical systems follow a small number of
laws as they move up the S-curve of technical evolution. These laws are known
for transdermal drug delivery systems. The history of transdermal systems has already
borne out the integrity of the laws. In the hands of experts skilled in applying them, the
laws can also be used to produce detailed descriptions and sketches of next-generation
(future!) transdermal delivery systems. It can be argued that such breakthrough systems
will appear anyway, and this is true - but they only appear after years or even decades of
costly experimental trials. The difference is simple. With BioFutures Technical
Innovation Algorithm, these next-generation designs can be identified - in design
detail - now. Then they can be rapidly developed for marketplace use.
TIA was developed, in part, by applying eleven "laws of
development of technical systems" first to generic product families, and then to
specific products such as transdermal delivery systems. TIA defines transdermal systems
that are capable of delivering much larger drug molecules that are being delivered by
todays transdermal systems. TIA has an intelligence that "knows" what the
technical problems are, and "knows" how to address them.
The Mission of BioFutures BioFutures Inc. applies its creative
approaches to next-generation designs, with its pharmaceutical and drug delivery company
partners, who represent the "subject matter experts." BFI forms strategic
alliances with major drug delivery producers, jointly conceiving and developing
transdermal product families geared to capture the marketplace.
LAWS OF DEVELOPMENT OF TRANSDERMAL DRUG DELIVERY SYSTEMS The
general laws of development of Transdermal Systems are briefly listed below. From these
laws, BFI developed the details of its powerful technical innovation algorithm, TIA. TIA
is capable of resolving virtually all technical system problems - even those as complex as
the "larger molecule" limits imposed on todays delivery systems.
LAWS OF DEVELOPMENT OF TRANSDERMAL DRUG SYSTEMS
UPON WHICH THE TECHNICAL INNOVATION ALGORITHM IS BASED
- Transdermal drug delivery systems follow the general law of developing and evolving
according to an "S-Curve" profile (the plot of a major index of system
performance versus time).
- All transdermal systems consist of four essential "parts" - an energy source;
a sub-system that transmits system energy to those locations where it is required for
performance; the part (or parts) that actually accomplish the main function of the system;
and, a "control" system that monitors and controls system functioning. These
four essential parts need to be "complete" in order for the system to function
at a high level.
- A most important aspect of the further development of transdermal drug delivery systems
will be breakthroughs in how effective energy is transmitted throughout the system.
- There are six measures of "ideality" of transdermal drug delivery systems.
These can be used as predictive "gauges" to indicate (A) where a particular
transdermal delivery system is on its S-Curve, and (B) the next developmental design step.
- Transdermal drug delivery systems of the future will minimize human involvement, and
will even include additional features and functions previously requiring human actions.
- There will always be a specific "sub-system" that represents the largest
opportunity for system development. This opportunity can be identified by through the use
of TIA.
- Transdermal drug delivery systems developed by "traditional" approaches will
become (in fact, are becoming) far more complex in their construction (this is not
true for TIA-developed systems, which stress system simplicity and elegance).
- An important developmental direction that Transdermal Delivery Systems will take is
"the path of increasing flexibility, controllability, directability and
adjustability."
- Major breakthroughs in Transdermal Drug System designs will occur because of the
introduction of new, modified energy sources (detailed information about this law may not
be provided because of its highly proprietary nature).
- This tenth law relates to the relationship of Transdermal Drug Delivery systems with
other existing and new systems.
- Next-generation Transdermal Drug Delivery systems will show (A) improved degrees of
coordination among certain system parts, and (B) intentional dis-coordination among other
system parts. The purpose of this "coordination or dis-coordination by design"
is to achieve significant breakthroughs in overall system performance.
ADVANCED DEVELOPMENTS AT BFI The development of the Technical
Innovation Algorithm over the last four years was a major achievement. Applying it, teams
charged with designing next-generation transdermal delivery systems are able to leap-frog
the competition. Next-generation systems can be rapidly developed, and upon completion of
regulatory review, fielded to the marketplace.
Prediction of Future Therapeutic Agents BioFutures has also
developed a proprietary, Algorithm for Molecular Predictions (AMP). AMP is a forecasting
algorithm that rapidly and accurately identifies next-generation "bio-molecules"
that satisfy specific therapeutic functions. In order to apply this algorithm, drug
designers must first identify the future molecules intended "function."
Next they are required to answer a series of questions. then the algorithm reduces the
molecular choices to a narrow selection of molecules that have a high probability of
satisfying the intended therapeutic function. Further refinements in AMP are underway.
SUMMARY There are two general paths for developing next-generation
drug delivery systems: (1) the traditional path which is highly probabilistic, expensive
and resource-heavy; and (2) the path suggested by the laws of development of technical
systems, which eliminates useless experimental trials. BioFutures Technical
Innovation Algorithm was developed to assist drug delivery system designers to rapidly
conceive and develop next-generation drug delivery systems.
~ ~ ~ ~ ~ ~ ~
Editors Note: Drs. Mueller and Kowalick may be contacted at
BioFutures, Inc., 930 Tahoe Blvd., #802, Suite 461, Incline Village, Nevada 89451. Tel:
(530) 692-1944/2441; Fax: (530) 692-1946/2354. E-Mail: gngmuel@succeed.net, and
headguru@oro.net.