Glucose-responsive insulin and glucagon delivery (dual-hormone artificial pancreas) in adults with type 1 diabetes: a randomized crossover controlled trial
Background: Most patients with type 1 diabetes do not achieve their glycemic targets. We aimed to assess the efficacy of glucose-responsive insulin and glucagon closed-loop delivery for controlling glucose levels in adults with type 1 diabetes. Methods: We conducted a randomized crossover trial involving 15 adults with type 1 diabetes, comparing standard insulin-pump therapy with dual-hormone, closed-loop delivery. Patients were admitted twice to a clinical research facility and received, in random order, both treatments. Each 15-hour visit (from 1600 to 0700) included an evening exercise session, followed by a medium-sized meal, a bedtime snack and an overnight stay. During visits that involved closed-loop delivery, basal insulin and glucagon miniboluses were delivered according to recommendations based on glucose sensor readings and a predictive dosing algorithm at 10-minute intervals. During visits involving standard insulin-pump therapy (control visits), patients used conventional treatment. Results: Dual-hormone closed-loop delivery increased the percentage of time for which patients' plasma glucose levels were in the target range (median 70.7% [interquartile range (IQR) 46.1%-88.4%] for closed-loop delivery v. 57.3% [IQR 25.2%-71.8%] for control, p = 0.003) and decreased the percentage of time for which plasma glucose levels were in the low range (bottom of target range [<4.0 mmol/L], 0.0% [IQR 0.0%-3.0%] for closed-loop delivery v. 10.2% [IQR 0.0%-13.0%] for control, p = 0.01; hypoglycemia threshold [<3.3 mmol/L], 0.0% [IQR 0.0%-0.0%] for closed-loop delivery v. 2.8% [IQR 0.0%-5.9%] for control, p = 0.006). Eight participants (53%) had at least 1 hypoglycemic event (plasma glucose <3.0mmol/L) during standard treatment, compared with just 1 participant (7%) during closed-loop treatment (p = 0.02). Interpretation: Dual-hormone, closed-loop delivery guided by advanced algorithms improved short-term glucose control and reduced the risk of hypoglycemia in a group of 15 adults with type 1 diabetes.
机构:
Schneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, IsraelSchneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, Israel
Atlas, Eran
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Nimri, Revital
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Schneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, IsraelSchneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, Israel
Nimri, Revital
;
Miller, Shahar
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机构:
Schneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, IsraelSchneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, Israel
Miller, Shahar
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Grunberg, Eli A.
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Schneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, IsraelSchneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, Israel
Grunberg, Eli A.
;
Phillip, Moshe
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机构:
Schneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, Israel
Tel Aviv Univ, Sackler Fac Med, IL-69978 Tel Aviv, IsraelSchneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, Israel
机构:
Univ Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USAUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
Demartini, Susan
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Del Favero, Simone
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Toffanin, Chiara
论文数: 0引用数: 0
h-index: 0
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Univ Pavia, Dept Comp Engn & Syst Sci, I-27100 Pavia, ItalyUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
Toffanin, Chiara
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Hughes-Karvetski, Colleen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USAUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
Hughes-Karvetski, Colleen
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Dassau, Eyal
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Santa Barbara, CA 93106 USA
Sansum Diabet Res Inst, Santa Barbara, CA USAUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
Dassau, Eyal
;
Zisser, Howard
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Santa Barbara, CA 93106 USA
Sansum Diabet Res Inst, Santa Barbara, CA USAUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
Zisser, Howard
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Doyle, Francis J., III
论文数: 0引用数: 0
h-index: 0
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Univ Calif Santa Barbara, Santa Barbara, CA 93106 USAUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
Doyle, Francis J., III
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De Nicolao, Giuseppe
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机构:
Univ Pavia, Dept Comp Engn & Syst Sci, I-27100 Pavia, ItalyUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
De Nicolao, Giuseppe
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Avogaro, Angelo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Padua, Dept Internal Med, Unit Metab Dis, I-35100 Padua, ItalyUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
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Oregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USAOregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USA
Castle, Jessica R.
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Engle, Julia M.
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h-index: 0
机构:
Legacy Hlth, Div Res, Portland, OR USAOregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USA
Engle, Julia M.
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Youssef, Joseph E. L.
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Massoud, Ryan G.
论文数: 0引用数: 0
h-index: 0
机构:
Legacy Hlth, Div Res, Portland, OR USAOregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USA
Massoud, Ryan G.
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Yuen, Kevin C. J.
论文数: 0引用数: 0
h-index: 0
机构:
Oregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USAOregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USA
Yuen, Kevin C. J.
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Kagan, Ryland
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h-index: 0
机构:
Legacy Hlth, Div Res, Portland, OR USAOregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USA
Kagan, Ryland
;
Ward, W. Kenneth
论文数: 0引用数: 0
h-index: 0
机构:
Oregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USA
Legacy Hlth, Div Res, Portland, OR USAOregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USA
机构:
Schneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, IsraelSchneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, Israel
Atlas, Eran
;
Nimri, Revital
论文数: 0引用数: 0
h-index: 0
机构:
Schneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, IsraelSchneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, Israel
Nimri, Revital
;
Miller, Shahar
论文数: 0引用数: 0
h-index: 0
机构:
Schneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, IsraelSchneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, Israel
Miller, Shahar
;
Grunberg, Eli A.
论文数: 0引用数: 0
h-index: 0
机构:
Schneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, IsraelSchneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, Israel
Grunberg, Eli A.
;
Phillip, Moshe
论文数: 0引用数: 0
h-index: 0
机构:
Schneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, Israel
Tel Aviv Univ, Sackler Fac Med, IL-69978 Tel Aviv, IsraelSchneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, Israel
机构:
Univ Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USAUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
Demartini, Susan
;
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机构:
Del Favero, Simone
;
Toffanin, Chiara
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pavia, Dept Comp Engn & Syst Sci, I-27100 Pavia, ItalyUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
Toffanin, Chiara
;
Hughes-Karvetski, Colleen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USAUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
Hughes-Karvetski, Colleen
;
Dassau, Eyal
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Santa Barbara, CA 93106 USA
Sansum Diabet Res Inst, Santa Barbara, CA USAUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
Dassau, Eyal
;
Zisser, Howard
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Santa Barbara, CA 93106 USA
Sansum Diabet Res Inst, Santa Barbara, CA USAUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
Zisser, Howard
;
Doyle, Francis J., III
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Santa Barbara, CA 93106 USAUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
Doyle, Francis J., III
;
De Nicolao, Giuseppe
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pavia, Dept Comp Engn & Syst Sci, I-27100 Pavia, ItalyUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
De Nicolao, Giuseppe
;
Avogaro, Angelo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Padua, Dept Internal Med, Unit Metab Dis, I-35100 Padua, ItalyUniv Virginia, Ctr Diabet Technol, Charlottesville, VA 22903 USA
机构:
Oregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USAOregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USA
Castle, Jessica R.
;
Engle, Julia M.
论文数: 0引用数: 0
h-index: 0
机构:
Legacy Hlth, Div Res, Portland, OR USAOregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USA
Engle, Julia M.
;
论文数: 引用数:
h-index:
机构:
Youssef, Joseph E. L.
;
Massoud, Ryan G.
论文数: 0引用数: 0
h-index: 0
机构:
Legacy Hlth, Div Res, Portland, OR USAOregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USA
Massoud, Ryan G.
;
Yuen, Kevin C. J.
论文数: 0引用数: 0
h-index: 0
机构:
Oregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USAOregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USA
Yuen, Kevin C. J.
;
Kagan, Ryland
论文数: 0引用数: 0
h-index: 0
机构:
Legacy Hlth, Div Res, Portland, OR USAOregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USA
Kagan, Ryland
;
Ward, W. Kenneth
论文数: 0引用数: 0
h-index: 0
机构:
Oregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USA
Legacy Hlth, Div Res, Portland, OR USAOregon Hlth & Sci Univ, Dept Med, Div Endocrinol, Portland, OR 97201 USA