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Engineering New Weapons in the Fight Against Juvenile Diabetes
Rensselaer Polytechnic Institute Researchers
Play Key Role in Development of “Closed Loop” Artificial
Pancreas
Engineering researchers at Rensselaer Polytechnic Institute
are combining automation techniques from oil refining and other
diverse areas to help create a closed-loop artificial pancreas.
The device will automatically monitor blood sugar levels and
administer insulin to patients with Type 1 diabetes, and aims
to remove much of the guesswork for those living with the
chronic disease.
For six years, Professor B. Wayne Bequette, a member of the
Department of Chemical and
Biological Engineering at Rensselaer, has been creating
progressively more advanced computer control systems for a
closed-loop artificial pancreas. His work stands to benefit the
15,000 children and 15,000 adults who are diagnosed with Type 1
diabetes, also known as juvenile diabetes, every year in the
United States.
“Every single person with Type 1 diabetes has a different
response to insulin and a different response to meals,”
Bequette said. “These responses also vary with the time of day,
type of meal, stress level, and exercise. A successful
automated system must be safe and reliable in spite of these
widely varying responses.”
For Bequette, the fight against Type 1 diabetes is also
personal. His younger sister developed the disease early in
life, when the state of diabetes care was not nearly as
advanced as today.
Bequette’s work is funded by the Juvenile Diabetes Research
Foundation (JDRF), along with the National Institutes of Health
(NIH). He frequently publishes research findings in the
journals Diabetes Technology and Therapeutics, and
Journal of Diabetes Science and Technology, of which
he is a founding member of the editorial board. His most recent
study, titled “A Closed-Loop Artificial Pancreas Based on Risk
Management,” may be viewed online at: http://bit.ly/ls4vTl
In Type 1 diabetes, an individual’s pancreas produces little
or no insulin. As a result, they must inject insulin several
times every day, or use an insulin pump that continually
administers small amounts of rapid-acting insulin.
Additionally, they must test their blood sugar several times
every day. Failure to maintain proper insulin and blood sugar
levels could result in serious, potentially life-threatening
hypoglycemic (low blood sugar) and hyperglycemic (high blood
sugar) reactions. Type 1 diabetes can occur at any age, but is
most commonly diagnosed from infancy to the late 30s, according
to the JDRF.
A key challenge for people living with Type 1 diabetes,
Bequette said, is the constant monitoring of their blood sugar
level. Blood glucose levels are generally measured from a tiny
blood sample captured from a finger stick test, prior to eating
or sleeping. Another critical challenge, he said, is accurately
estimating how many carbohydrates they eat. These blood sugar
readings, along with the amount of carbs eaten, must be
interpreted to decide how much insulin the individual needs to
inject. Exercise and fitness also impact the amount of insulin
required. Continuous blood glucose monitors are available on
the market, but are not yet as accurate as finger sticks tests,
he said.
All in all, Bequette said, there are many judgment calls and
best guesses being made on a daily basis by individuals with
Type 1 diabetes. And though medical technology for diabetes is
very advanced and reliable, he is working on an artificial
pancreas that would remove the need for most of this
guesswork.
The device marries an insulin pump with a continuous blood
glucose monitor, which work in conjunction with a feedback
controller – forming a “closed-loop.” A diabetic would wear
this device at all times, with a needle inserted just under the
skin, in order to regulate his or her glucose levels. When the
device senses the blood sugar getting high, it automatically
administers insulin. Inversely, the device cuts off the insulin
pump to avoid hypoglycemia.
The newest incarnation of this device includes options for
users to input their carbohydrate intake. Bequette said this
should greatly boost the accuracy, reliability, and predictive
capability of the device. Importantly, the device will still
function if users forget to input their meal information.
At the heart of this closed-loop artificial pancreas are
Bequette’s carefully engineered algorithms. The sophisticated
computer code makes predictions based on data inputs, including
blood glucose levels and eaten carbohydrates. Bequette employs
model predictive control and state estimation techniques, which
he used in his research in controlling traditional chemical
processes, such as oil refining. These methods are able to
extract more meaningful, predictive data from blood glucose
monitoring, and other critical aspects of the artificial
pancreas.
The artificial pancreas is currently undergoing clinical
trials in cooperation with the U.S. Food and Drug
Administration (FDA). Bequette’s collaborators include
researchers from Stanford University, University of
Colorado-Denver, Jaeb Center for Health Research, Universidad
de Los Andes (Venezuela), and University of California at Santa
Barbara.
For more information on Bequette’s research at Rensselaer,
visit:
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Published
June 6,
2011 |
Contact: Michael Mullaney
Phone: (518) 276-6161
E-mail: mullam@rpi.edu |
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