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At-Home Use of a Pregnancy-Specific Zone-MPC Closed-Loop System for Pregnancies Complicated by Type 1 Diabetes: A Single-Arm, Observational Multicenter Study
OBJECTIVE: There are no commercially available hybrid closed-loop insulin delivery systems customized to achieve pregnancy-specific glucose targets in the U.S. This study aimed to evaluate the feasibility and performance of at-home use of a zone model predictive controller–based closed-loop insulin...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Diabetes Association
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300516/ https://www.ncbi.nlm.nih.gov/pubmed/37196353 http://dx.doi.org/10.2337/dc23-0173 |
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author | Levy, Carol J. Kudva, Yogish C. Ozaslan, Basak Castorino, Kristin O’Malley, Grenye Kaur, Ravinder Jeet Levister, Camilla M. Church, Mei Mei Desjardins, Donna McCrady-Spitzer, Shelly Ogyaadu, Selassie Trinidad, Mari Charisse Reid, Corey Rizvi, Shafaq Deshpande, Sunil Zaniletti, Isabella Kremers, Walter K. Pinsker, Jordan E. Doyle, Francis J. Dassau, Eyal |
author_facet | Levy, Carol J. Kudva, Yogish C. Ozaslan, Basak Castorino, Kristin O’Malley, Grenye Kaur, Ravinder Jeet Levister, Camilla M. Church, Mei Mei Desjardins, Donna McCrady-Spitzer, Shelly Ogyaadu, Selassie Trinidad, Mari Charisse Reid, Corey Rizvi, Shafaq Deshpande, Sunil Zaniletti, Isabella Kremers, Walter K. Pinsker, Jordan E. Doyle, Francis J. Dassau, Eyal |
author_sort | Levy, Carol J. |
collection | PubMed |
description | OBJECTIVE: There are no commercially available hybrid closed-loop insulin delivery systems customized to achieve pregnancy-specific glucose targets in the U.S. This study aimed to evaluate the feasibility and performance of at-home use of a zone model predictive controller–based closed-loop insulin delivery system customized for pregnancies complicated by type 1 diabetes (CLC-P). RESEARCH DESIGN AND METHODS: Pregnant women with type 1 diabetes using insulin pumps were enrolled in the second or early third trimester. After study sensor wear collecting run-in data on personal pump therapy and 2 days of supervised training, participants used CLC-P targeting 80–110 mg/dL during the day and 80–100 mg/dL overnight running on an unlocked smartphone at home. Meals and activities were unrestricted throughout the trial. The primary outcome was the continuous glucose monitoring percentage of time in the target range 63–140 mg/dL versus run-in. RESULTS: Ten participants (HbA(1c) 5.8 ± 0.6%) used the system from mean gestational age of 23.7 ± 3.5 weeks. Mean percentage time in range increased 14.1 percentage points, equivalent to 3.4 h per day, compared with run-in (run-in 64.5 ± 16.3% versus CLC-P 78.6 ± 9.2%; P = 0.002). During CLC-P use, there was significant decrease in both time over 140 mg/dL (P = 0.033) and the hypoglycemic ranges of less than 63 mg/dL and 54 mg/dL (P = 0.037 for both). Nine participants exceeded consensus goals of above 70% time in range during CLC-P use. CONCLUSIONS: The results show that the extended use of CLC-P at home until delivery is feasible. Larger, randomized studies are needed to further evaluate system efficacy and pregnancy outcomes. |
format | Online Article Text |
id | pubmed-10300516 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Diabetes Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-103005162023-06-29 At-Home Use of a Pregnancy-Specific Zone-MPC Closed-Loop System for Pregnancies Complicated by Type 1 Diabetes: A Single-Arm, Observational Multicenter Study Levy, Carol J. Kudva, Yogish C. Ozaslan, Basak Castorino, Kristin O’Malley, Grenye Kaur, Ravinder Jeet Levister, Camilla M. Church, Mei Mei Desjardins, Donna McCrady-Spitzer, Shelly Ogyaadu, Selassie Trinidad, Mari Charisse Reid, Corey Rizvi, Shafaq Deshpande, Sunil Zaniletti, Isabella Kremers, Walter K. Pinsker, Jordan E. Doyle, Francis J. Dassau, Eyal Diabetes Care Original Article OBJECTIVE: There are no commercially available hybrid closed-loop insulin delivery systems customized to achieve pregnancy-specific glucose targets in the U.S. This study aimed to evaluate the feasibility and performance of at-home use of a zone model predictive controller–based closed-loop insulin delivery system customized for pregnancies complicated by type 1 diabetes (CLC-P). RESEARCH DESIGN AND METHODS: Pregnant women with type 1 diabetes using insulin pumps were enrolled in the second or early third trimester. After study sensor wear collecting run-in data on personal pump therapy and 2 days of supervised training, participants used CLC-P targeting 80–110 mg/dL during the day and 80–100 mg/dL overnight running on an unlocked smartphone at home. Meals and activities were unrestricted throughout the trial. The primary outcome was the continuous glucose monitoring percentage of time in the target range 63–140 mg/dL versus run-in. RESULTS: Ten participants (HbA(1c) 5.8 ± 0.6%) used the system from mean gestational age of 23.7 ± 3.5 weeks. Mean percentage time in range increased 14.1 percentage points, equivalent to 3.4 h per day, compared with run-in (run-in 64.5 ± 16.3% versus CLC-P 78.6 ± 9.2%; P = 0.002). During CLC-P use, there was significant decrease in both time over 140 mg/dL (P = 0.033) and the hypoglycemic ranges of less than 63 mg/dL and 54 mg/dL (P = 0.037 for both). Nine participants exceeded consensus goals of above 70% time in range during CLC-P use. CONCLUSIONS: The results show that the extended use of CLC-P at home until delivery is feasible. Larger, randomized studies are needed to further evaluate system efficacy and pregnancy outcomes. American Diabetes Association 2023-07 2023-05-17 /pmc/articles/PMC10300516/ /pubmed/37196353 http://dx.doi.org/10.2337/dc23-0173 Text en © 2023 by the American Diabetes Association https://www.diabetesjournals.org/journals/pages/licenseReaders may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. More information is available at https://www.diabetesjournals.org/journals/pages/license. |
spellingShingle | Original Article Levy, Carol J. Kudva, Yogish C. Ozaslan, Basak Castorino, Kristin O’Malley, Grenye Kaur, Ravinder Jeet Levister, Camilla M. Church, Mei Mei Desjardins, Donna McCrady-Spitzer, Shelly Ogyaadu, Selassie Trinidad, Mari Charisse Reid, Corey Rizvi, Shafaq Deshpande, Sunil Zaniletti, Isabella Kremers, Walter K. Pinsker, Jordan E. Doyle, Francis J. Dassau, Eyal At-Home Use of a Pregnancy-Specific Zone-MPC Closed-Loop System for Pregnancies Complicated by Type 1 Diabetes: A Single-Arm, Observational Multicenter Study |
title | At-Home Use of a Pregnancy-Specific Zone-MPC Closed-Loop System for Pregnancies Complicated by Type 1 Diabetes: A Single-Arm, Observational Multicenter Study |
title_full | At-Home Use of a Pregnancy-Specific Zone-MPC Closed-Loop System for Pregnancies Complicated by Type 1 Diabetes: A Single-Arm, Observational Multicenter Study |
title_fullStr | At-Home Use of a Pregnancy-Specific Zone-MPC Closed-Loop System for Pregnancies Complicated by Type 1 Diabetes: A Single-Arm, Observational Multicenter Study |
title_full_unstemmed | At-Home Use of a Pregnancy-Specific Zone-MPC Closed-Loop System for Pregnancies Complicated by Type 1 Diabetes: A Single-Arm, Observational Multicenter Study |
title_short | At-Home Use of a Pregnancy-Specific Zone-MPC Closed-Loop System for Pregnancies Complicated by Type 1 Diabetes: A Single-Arm, Observational Multicenter Study |
title_sort | at-home use of a pregnancy-specific zone-mpc closed-loop system for pregnancies complicated by type 1 diabetes: a single-arm, observational multicenter study |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300516/ https://www.ncbi.nlm.nih.gov/pubmed/37196353 http://dx.doi.org/10.2337/dc23-0173 |
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