4,818 results on '"insulin pump"'
Search Results
2. Glucose control during Ramadan in a pediatric cohort with type 1 diabetes on MiniMed standard and advanced hybrid closed‑loop systems: A pilot study
- Author
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Wannes, Selmen, Gamal, Gehad Mohamed, Fredj, Manel Ben, Al Qusayer, Dhai, El Abed, Sameh, Sedky, Yasser, and Khalil, Munther
- Published
- 2023
- Full Text
- View/download PDF
3. The Use of MiniMed780G System Is Associated With Stable Glycemic Control in People With Type 1 Diabetes Before, During, and After Ramadan: An Observational Study.
- Author
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Alguwaihes, Abdullah M., Alotaibi, Najla, Alotaibi, Metib, Masry, Naglaa, Safarini, Saher, and Scaramuzza, Andrea
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TYPE 1 diabetes , *GLYCEMIC control , *DIABETIC acidosis , *INSULIN pumps , *CLOSED loop systems - Abstract
Aims: The study was aimed at assessing the role of the MiniMed780G system of glycemic control before, during, and after Ramadan among people with Type 1 diabetes (PwT1D). Methods: This is a single‐center retrospective analysis of MiniMed780G system users aged 14 years and above whose glycemic profiles were collected from February 21 to May 20, 2023, which corresponds to the Hijri months of Sha'ban, Ramadan, and Shawwal 1444/1445. Data was collected, processed, and analyzed in the framework of the Medtronic Galaxy service of the One Hospital Clinical Service (OHCS) program in Dallah Hospital, Riyadh, Saudi Arabia. Data from 43 PwT1D (24 females, mean age 30 ± 11 years with 14 ± 8 years from diabetes onset) using the MiniMed780G system were collected. Results: Overall, the 3‐month (Sha'ban, Ramadan, and Shawwal) mean sensor glucose (SG), time in range (TIR) (70–180 mg/dL), time below range (TBR) (54–69 mg/dL and < 54 mg/dL), time above range (TAR) (180–250 mg/dL and > 250 mg/dL), and glucose management indicator (GMI) showed no statistical differences within the three periods. No differences in insulin total daily dose have been detected, and no diabetic ketoacidosis (DKA) or severe hypoglycemia events occurred. Conclusion: The use of the MiniMed780G system is safe with favorable glycemic outcomes across nonfasting and fasting months. [ABSTRACT FROM AUTHOR]
- Published
- 2025
- Full Text
- View/download PDF
4. Effects of atmospheric pressure change during flight on insulin pump delivery and glycaemic control of pilots with insulin-treated diabetes: an in vitro simulation and a retrospective observational real-world study.
- Author
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Garden, Gillian L., Fan, Ka Siu, Paterson, Megan, Shojaee-Moradie, Fariba, Borg Inguanez, Monique, Manoli, Antonios, Edwards, Victoria, Lee, Vivienne, Frier, Brian M., Hutchison, Ewan J., Maher, Declan, Mathieu, Chantal, Mitchell, Stuart J., Heller, Simon R., Roberts, Graham A., Shaw, Kenneth M., Koehler, Gerd, Mader, Julia K., King, Bruce R., and Russell-Jones, David L.
- Abstract
Aims/hypothesis: Glycaemic control and clinical outcomes in diabetes are improved by continuous subcutaneous insulin infusion (CSII). Atmospheric pressure changes during flights may affect insulin delivery from pumps and cause unintended metabolic consequences, including hypoglycaemia, in people with type 1 diabetes. The present report evaluates both hypobaric flight simulation and real-world data in pilots using insulin pumps while flying. Methods: In the flight simulation part of this study, an in vitro study of insulin pumps was conducted in a hypobaric chamber, de-pressurised to 550 mmHg to mimic the atmospheric pressure changes in airliner cabins during commercial flights. Insulin delivery rates and bubble formation were recorded for standard flight protocol. Insulin infusion sets, without pumps, were tested in a simulated rapid decompression scenario. The real-world observational study was a 7.5-year retrospective cohort study in which pre- and in-flight self-monitored blood glucose (SMBG) values were monitored in pilots with insulin-treated diabetes. Commercial and private pilots granted a medical certificate to fly within the European Union Aviation Safety Agency approved protocol and receiving insulin either by pump or multiple daily injections (MDI) were included. Results: In the flight simulation study, full cartridges over-delivered 0.60 U of insulin during a 20 min ascent and under-delivered by 0.51 U during descent compared with ground-level performance. During emergency rapid decompression, 5.6 U of excess insulin was delivered. In the real-world study, seven pilots using CSII recorded 4656 SMBG values during 2345 h of flying across 1081 flights. Only 33 (0.7%) values were outside an acceptable safe range (5.0–15.0 mmol/l [90–270 mg/dl]). No clinically significant fall in the median SMBG concentration was observed after aircraft ascent and no in-flight SMBG values were within the hypoglycaemic range (<4.0 mmol/l [<72 mg/dl]). Compared with pilots receiving MDI therapy, pilots using CSII recorded more SMBG values within the acceptable range (99.3% vs 97.5%), fewer values in the low red range (0.02% vs 0.1%), fewer in-flight out-of-range values (0.2% vs 1.3%) and maintained stricter glycaemic control during flight. Conclusions/interpretation: Ambient pressure reduction during simulated flights results in bubble formation and expansion within insulin cartridges. This causes unintended delivery of small insulin doses independent of pre-determined delivery rates and represents the maximum amount of insulin that could be delivered and retracted. However, in vivo, pilots using CSII in-flight did not experience a fall in blood glucose or episodes of hypoglycaemia during these atmospheric pressure changes and the use of insulin pumps can be endorsed in view of their clinical benefits. [ABSTRACT FROM AUTHOR]
- Published
- 2025
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5. The Use of Automated Insulin Delivery around Physical Activity and Exercise in Type 1 Diabetes: A Position Statement of the European Association for the Study of Diabetes (EASD) and the International Society for Pediatric and Adolescent Diabetes (ISPAD)
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Moser, Othmar, Zaharieva, Dessi, Adolfsson, Peter, Battelino, Tadej, Bracken, Richard M., Buckingham, Bruce A., Danne, Thomas, Davis, Elizabeth A., Dovc, Klemen, Forlenza, Gregory P., Gillard, Pieter, Hofer, Sabine E., Hovorka, Roman, Jacobs, Peter J., Mader, Julia K., Mathieu, Chantal, Nørgaard, Kirsten, Oliver, Nick S., O’Neal, David N., and Pemberton, John
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TYPE 1 diabetes , *CONTINUOUS glucose monitoring , *DIABETES in children , *PUBLIC address systems , *INSULIN therapy , *INSULIN pumps , *ARTIFICIAL pancreases - Abstract
Regular physical activity and exercise (PA) are cornerstones of diabetes care for individuals with type 1 diabetes. In recent years, the availability of automated insulin delivery (AID) systems has improved the ability of people with type 1 diabetes to achieve the recommended glucose target ranges. PA provides additional health benefits but can cause glucose fluctuations, which challenges current AID systems. While an increasing number of clinical trials and reviews are being published on different AID systems and PA, it seems prudent at this time to collate this information and develop a position statement on the topic. This joint European Association for the Study of Diabetes (EASD)/International Society for Pediatric and Adolescent Diabetes (ISPAD) position statement reviews current evidence on AID systems and provides detailed clinical practice points for managing PA in children, adolescents and adults with type 1 diabetes using AID technology. It discusses each commercially available AID system individually and provides guidance on its use in PA. Additionally, it addresses different glucose responses to PA and provides stratified therapy options to maintain glucose levels within the target ranges for these age groups. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
6. Enhanced Metabolic Control in a Pediatric Population with Type 1 Diabetes Mellitus Using Hybrid Closed-Loop and Predictive Low-Glucose Suspend Insulin Pump Treatments.
- Author
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Bojoga, Irina, Ioacara, Sorin, Malinici, Elisabeta, Chiper, Victor, Georgescu, Olivia, Sirbu, Anca Elena, and Fica, Simona
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BLOOD sugar monitors , *TYPE 1 diabetes , *DIABETES in children , *INSULIN therapy , *CLOSED loop systems , *INSULIN pumps - Abstract
Background: Insulin pumps coupled with continuous glucose monitoring sensors use algorithms to analyze real-time blood glucose levels. This allows for the suspension of insulin administration before hypoglycemic thresholds are reached or for adaptive tuning in hybrid closed-loop systems. This longitudinal retrospective study aims to analyze real-world glycemic outcomes in a pediatric population transitioning to such devices. Methods: We evaluated children with type 1 diabetes mellitus (T1D) admitted to the Pediatric Diabetes Department from a major University Hospital in Bucharest, Romania, who transitioned to hybrid closed-loop or predictive low-glucose suspend system from either non-automated insulin pumps or multiple daily injections. The primary outcome was assessing the change in glycated hemoglobin (HbA1c) after initiating these devices. Secondary outcomes analyzed changes in glucose metrics from the 90 days prior to the baseline and follow-up visit. Results: 51 children were included (58.8% girls), the mean age was 10.3 ± 3.7 years, and the mean follow-up duration was 13.2 ± 4.5 months. The analyzed parameters, such as HbA1c (6.9 ± 0.7% vs. 6.7 ± 0.6%, p = 0.023), time in range (69.3 ± 11.2% vs. 76 ± 9.9%, p < 0.001), time in tight range (47.4 ± 10.9% vs. 53.7 ± 10.7%, p < 0.001), time below range (5.6 ± 2.9% vs. 3.5 ± 1.9%, p < 0.001), time above range (25 ± 11.2% vs. 20.4 ± 9.4%, p = 0.001), and coefficient of variation (37.9 ± 4.8% vs. 35.6 ± 4.6%, p = 0.001), showed significant improvements. Conclusions: The application of these sensor-integrated insulin pumps can significantly enhance metabolic control in pediatric populations, minimizing glycemic variations to mitigate complications and enrich the quality of life. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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7. A Qualitative Evidence Synthesis of Continuous Subcutaneous Insulin Infusion: Acceptability, Implementation, Equity.
- Author
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Toledo‐Chavarri, Ana, Delgado, Janet, Padilla, María, and Rodríguez‐Martín, Beatriz
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TYPE 1 diabetes , *HEALTH services accessibility , *MEDICAL information storage & retrieval systems , *PEOPLE with diabetes , *HUMAN services programs , *AUTONOMY (Psychology) , *RESEARCH funding , *SUBCUTANEOUS infusions , *INSULIN pumps , *PSYCHOLOGICAL adaptation , *FAMILY relations , *THEMATIC analysis , *SYSTEMATIC reviews , *MEDLINE , *ATTITUDES of medical personnel , *PATIENT satisfaction , *PSYCHOSOCIAL factors , *PATIENTS' attitudes - Abstract
This work provides a synthesis of the perceptions of people with type 1 diabetes mellitus (T1DM) and healthcare professionals about the acceptability, implementation, and equity of continuous subcutaneous insulin infusion (CSII). A qualitative evidence synthesis was carried out. Three online databases (Medline, Embase, and Web of Science) were searched. Qualitative articles which were available in Spanish or English were included. A descriptive thematic synthesis was conducted according to PRISMA and ENTREQ guidelines. Thirty‐two references met the inclusion criteria of the study and were included out of an initial 345 identified references. Seven main themes were identified: (a) acceptability, (b) adaptation to the insulin pump, (c) facilitators for the adequate use of insulin pump, (d) variability of acceptability, (e) barriers for the use of insulin pump, (f) feasibility and implementation considerations, and (g) equity. CSII is well accepted by most people with T1DM, with some exceptions. CSII can relieve management burden, increase autonomy and flexibility and improve family relationships. There were multiple perceived barriers to its continued use. Future studies should continue to analyze inequalities in access and use of the CSII. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
8. Allergic contact dermatitis caused by glucose sensors and insulin pumps: A full review.
- Author
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Groot, Anton, van Oers, Emma M., Ipenburg, Norbertus A., and Rustemeyer, Thomas
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TYPE 1 diabetes , *CONTACT dermatitis , *SUBCUTANEOUS infusions , *MEDICAL equipment , *ALLERGENS , *INSULIN pumps - Abstract
During the past 8 years, a large number of reports have appeared on allergic contact dermatitis to glucose sensors and insulin pumps in paediatric and adult patients with type 1 diabetes mellitus. Isobornyl acrylate in one particular sensor sensitised many hundreds of (published) individuals, and many other allergens were discovered in a large number of sensors and pumps. Diagnostic procedures with patch tests proved very complicated, as manufacturers showed a serious lack of cooperation with dermatologists in providing information on the ingredients of their products and samples for patch testing. This two‐part article provides a full and detailed review of all aspects of the subject of allergic contact dermatitis to glucose sensors and insulin pumps. Part 1 begins with a general introduction to sensors and pumps, followed by the cutaneous adverse reactions that they have caused and a full account of the allergens in the diabetes devices. In addition, an overview of the glucose sensors and insulin pumps that have caused allergic contact dermatitis is presented. Part 2 presents all published case reports and case series, clinical features of allergic contact dermatitis to sensors and pumps, patch test procedures, differentiation from irritant dermatitis, management of allergic patients and (proposed) legislation. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
9. Insulin Delivery Technology for Treatment of Infants with Neonatal Diabetes Mellitus: A Systematic Review.
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Panza, Raffaella, Cattivera, Valentina, Colella, Jacopo, Baldassarre, Maria Elisabetta, Capozza, Manuela, Zagaroli, Luca, Iezzi, Maria Laura, Laforgia, Nicola, and Delvecchio, Maurizio
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CONTINUOUS glucose monitoring , *INSULIN pumps , *LITERATURE reviews , *METABOLIC disorders , *INSULIN therapy - Abstract
Neonatal diabetes mellitus is a rare disorder of glucose metabolism with onset within the first 6 months of life. The initial treatment is based on insulin infusion. The technologies for diabetes treatment can be very helpful, even if guidelines are still lacking. The current study aimed to provide a comprehensive review of the literature about the safety and efficacy of insulin treatment with technology for diabetes to support clinicians in the management of infants with neonatal diabetes mellitus. A total of 22 papers were included, most of them case reports or case series. The first infants with neonatal diabetes mellitus treated with insulin pumps were described nearly two decades ago. Over the years, continuous glucose monitoring systems were added to treat these individuals, allowing for a better customization of insulin administration. Insulin was diluted in some cases to further minimize the doses. Improvement in technology for diabetes prompted clinicians to use new devices and algorithms for insulin delivery in infants with neonatal diabetes as well. These systems are safe and effective, may shorten hospital stay, and help clinicians weaning insulin during the remission phase in the transient forms or switching from insulin to sulfonylurea when suggested by the molecular diagnosis. New technologies for insulin delivery in infants with neonatal diabetes can be used safely and closed-loop algorithms can work properly in these situations, optimizing blood glucose control. [ABSTRACT FROM AUTHOR]
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- 2024
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10. Euglycemic Diabetic Ketoacidosis in a Pregnant Patient on Insulin Pump Therapy
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Hesham Yasin, MD, Jordan D. Ross, MD, James Turner, MD, and Samuel Dagogo-Jack, MD, DSc
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diabetic ketoacidosis ,euglycemic diabetic ketoacidosis ,pregnancy ,insulin pump ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
Background/Objective: Diabetic ketoacidosis is a common endocrine emergency. A subset of patients present with euglycemic diabetic ketoacidosis, which may be diagnosed late due to its rarity and relatively lower blood glucose levels. Pregnancy is associated with euglycemic diabetic ketoacidosis, which can lead to maternal and fetal demise without prompt treatment. The objective of this case report is to describe a patient with type 1 diabetes mellitus who developed euglycemic diabetic ketoacidosis on insulin pump therapy during pregnancy. Case Report: A 30-year-old pregnant patient at 33 weeks of gestation with type 1 diabetes mellitus on continuous subcutaneous insulin infusion presented to the emergency department with vomiting. Her serum bicarbonate of 9 mmol/L was accompanied by serum glucose of 130 mg/dL, moderate blood ketones, and urine ketones 80 mg/dL (large). She was treated with intravenous insulin infusion without complications to herself or the fetus. Discussion: Pregnancy is a common background for euglycemic diabetic ketoacidosis and can lead to maternal and fetal demise if not addressed early. Despite insulin resistance in pregnancy, a relatively low blood glucose is maintained by increased glycogen storage and increased fetoplacental uptake. Altered acid-base physiology in pregnancy may also increase the propensity for euglycemic diabetic ketoacidosis. Conclusion: Diabetic ketoacidosis can present in pregnancy with euglycemia, and a high index of suspicion is needed by both patients and health care teams. There are a few reports on this phenomenon in a pregnant patient using an insulin pump. Early identification and treatment are important to prevent maternal and fetal complications.
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- 2025
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11. Pilot Study of a Modified DOPS Scale for Insulin Pump and CGM Installation Training in Chinese Medical Students During Endocrinology Rotations
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Yuan Y, Wang C, Wen S, Li Y, Xu C, Yu F, Li X, He Y, Chen L, Ren Y, and Zhou L
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diabetes mellitus ,direct observation of procedure of skills ,insulin pump ,continuous glucose monitor system. ,Specialties of internal medicine ,RC581-951 - Abstract
Yue Yuan,1,* Congcong Wang,1,* Song Wen,1,* Yanyan Li,1 Chenglin Xu,1 Fang Yu,1 Xiucai Li,1 Yanju He,1 Lijiao Chen,1 Yishu Ren,1 Ligang Zhou1,2 1Department of Endocrinology, Shanghai Pudong Hospital, Fudan University, Shanghai, 201399, People’s Republic of China; 2Shanghai Key Laboratory of Vascular Lesions Regulation and Remodeling, Shanghai Pudong Hospital, Fudan University, Shanghai, 201399, People’s Republic of China*These authors contributed equally to this workCorrespondence: Ligang Zhou, Department of Endocrinology Shanghai Pudong Hospital Fudan University, Shanghai, 201399, People’s Republic of China, Tel +008613611927616, Email zhouligang1n1@163.comBackground: Direct Observation of Procedural Skills (DOPS) is a clinical assessment tool that enables trainers to observe medical students’ procedural abilities in real-time clinical settings. It assesses students’ knowledge application, decision-making, and skill proficiency during clinical tasks.Methods: This study modifies the DOPS to evaluate the operation of insulin pumps (PUMP) and continuous glucose monitoring systems (CGMS) in diabetes management. Key elements of the modified DOPS include 1) Knowledge Assessment: Evaluating understanding of PUMP and CGMS, including interpreting CGMS data for insulin adjustments; 2) Operational Skills: Assessing correct PUMP needle insertion, programming, and adjustments; 3) Patient Safety: Ensuring safe and aseptic procedures; 4) Feedback: Providing constructive feedback to help students improve their skills.Results: Training through DOPS led to significant improvements in all domains, overall performance scores, and reduced execution time for each domain. Correlations between domains showed that PUMP indication scores were linked to all other domains and execution times, including re-evaluation. Communication skills and seeking assistance were crucial factors influencing other domains. Multilinear regression analysis revealed that while DOPS-CGMS (R square 1.0) fully explained performance scores, DOPS-PUMP (R square 0.984) indicated that additional personal qualities significantly impacted students’ PUMP operation performance.Conclusion: This customized DOPS form offers insights into students’ abilities in managing diabetes with PUMP and CGMS, while emphasizing the need for training on both technical skills and interpersonal skills in future educational models.Keywords: diabetes mellitus, direct observation of procedure of skills, insulin pump, continuous glucose monitor system
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- 2025
12. The use of automated insulin delivery around physical activity and exercise in type 1 diabetes: a position statement of the European Association for the Study of Diabetes (EASD) and the International Society for Pediatric and Adolescent Diabetes (ISPAD).
- Author
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Moser, Othmar, Zaharieva, Dessi P., Adolfsson, Peter, Battelino, Tadej, Bracken, Richard M., Buckingham, Bruce A., Danne, Thomas, Davis, Elizabeth A., Dovč, Klemen, Forlenza, Gregory P., Gillard, Pieter, Hofer, Sabine E., Hovorka, Roman, Jacobs, Peter G., Mader, Julia K., Mathieu, Chantal, Nørgaard, Kirsten, Oliver, Nick S., O'Neal, David N., and Pemberton, John
- Abstract
Regular physical activity and exercise (PA) are cornerstones of diabetes care for individuals with type 1 diabetes. In recent years, the availability of automated insulin delivery (AID) systems has improved the ability of people with type 1 diabetes to achieve the recommended glucose target ranges. PA provide additional health benefits but can cause glucose fluctuations, which challenges current AID systems. While an increasing number of clinical trials and reviews are being published on different AID systems and PA, it seems prudent at this time to collate this information and develop a position statement on the topic. This joint European Association for the Study of Diabetes (EASD)/International Society for Pediatric and Adolescent Diabetes (ISPAD) position statement reviews current evidence on AID systems and provides detailed clinical practice points for managing PA in children, adolescents and adults with type 1 diabetes using AID technology. It discusses each commercially available AID system individually and provides guidance on their use in PA. Additionally, it addresses different glucose responses to PA and provides stratified therapy options to maintain glucose levels within the target ranges for these age groups. [ABSTRACT FROM AUTHOR]
- Published
- 2025
- Full Text
- View/download PDF
13. Mealtime prediction using wearable insulin pump data to support diabetes management
- Author
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Baiying Lu, Yanjun Cui, Prajakta Belsare, Catherine Stanger, Xia Zhou, and Temiloluwa Prioleau
- Subjects
Dietary monitoring ,Diabetes ,Insulin pump ,Personalized modeling ,Wearable medical device ,Medicine ,Science - Abstract
Abstract Many patients with diabetes struggle with post-meal high blood glucose due to missed or untimely meal-related insulin doses. To address this challenge, our research aims to: (1) study mealtime patterns in patients with type 1 diabetes using wearable insulin pump data, and (2) develop personalized models for predicting future mealtimes to support timely insulin dose administration. Using two independent datasets with over 45,000 meal logs from 82 patients with diabetes, we find that the majority of people ( $$\sim$$ ∼ 60%) have irregular and inconsistent mealtime patterns that change notably through the course of each day and across months in their own historical data. We also show the feasibility of predicting future mealtimes with personalized LSTM-based models that achieve an average F1 score of > 95% with less than 0.25 false positives per day. Our research lays the groundwork for developing a meal prediction system that can nudge patients with diabetes to administer bolus insulin doses before meal consumption to reduce the occurrence of post-meal high blood glucose.
- Published
- 2024
- Full Text
- View/download PDF
14. Single-arm, first-in-human feasibility study results for an ultra-low-cost insulin pump
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Matthew Payne, Francis Pooke, Tom M. Wilkinson, Lui Holder-Pearson, Bronté Chamberlain, Martin de Bock, and J. Geoffrey Chase
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Insulin pump ,Open-source ,Low-cost ,Clinical trial ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
Abstract Background Use of Continuous Subcutaneous Insulin Infusion (CSII) has been shown to improve glycemic outcomes in Type 1 Diabetes (T1D), but high costs limit accessibility. To address this issue, an inter-operable, open-source Ultra-Low-Cost Insulin Pump (ULCIP) was developed and previously shown to demonstrate comparable delivery accuracy to commercial models in standardised laboratory tests. This study aims to evaluate the updated ULCIP in-vivo, assessing its viability as an affordable alternative for those who cannot afford commercially available devices. Methods This first-in-human feasibility study recruited six participants with T1D. During a nine-hour inpatient stay, participants used the ULCIP under clinical supervision. Venous glucose, insulin, and β-Hydroxybutyrate were monitored to assess device performance. Results Participants displayed expected blood glucose and blood insulin levels in response to programmed basal and bolus insulin dosing. One participant developed mild ketosis, which was treated and did not recur when a new pump reservoir was placed. All other participants maintained β-Hydroxybutyrate
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- 2024
- Full Text
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15. Using technology to support diabetes care in hospital: Guidelines from the Joint British Diabetes Societies for Inpatient Care (JBDS‐IP) group and Diabetes Technology Network (DTN) UK.
- Author
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Avari, Parizad, Choudhary, Pratik, Lumb, Alistair, Misra, Shivani, Rayman, Gerry, Flanagan, Daniel, and Dhatariya, Ketan
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CONTINUOUS glucose monitoring , *INFORMATION technology , *MEDICAL personnel , *SUBCUTANEOUS infusions , *INPATIENT care , *INSULIN pumps - Abstract
This article summarises the Joint British Diabetes Societies for Inpatient Care (JBDS‐IP) Group guidelines on the use of technology to support diabetes care in hospital. The guideline incorporates two main areas: (i) use of wearable technology devices to improve diabetes management in hospital (including continuous glucose monitoring and insulin pump therapy) and (ii) information technology. Although it is reasonable to extrapolate from the evidence available, that devices developed to enhance diabetes care outside hospital will show similar benefits, there are challenges posed within the inpatient setting in hospital. This guidance provides a pragmatic approach to supporting self‐management in individuals using wearable technology admitted to hospital. Furthermore, it also aims to provide a best practice guide for using information technology to monitor diabetes care and communicate between health professionals. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
16. Systematic review of disparities in continuous glucose monitoring and insulin pump utilization in the United States: Key themes and evidentiary gaps.
- Author
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Patel, Pranav M., Thomas, Divya, Liu, Zhixi, Aldrich‐Renner, Sarah, Clemons, Marilee, and Patel, Bimal V.
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CONTINUOUS glucose monitoring , *BLOOD sugar monitors , *TYPE 2 diabetes , *TYPE 1 diabetes , *TECHNOLOGICAL literacy - Abstract
Aim: This study aims to provide a comprehensive overview of real‐world evidence pertaining to disparities in the utilization of continuous glucose monitors (CGMs)/insulin pumps to highlight potential evidentiary gaps and discern emerging themes from the literature. Materials and Methods: A systematic review of published manuscripts and abstracts was conducted from: MEDLINE, EMBASE, Nursing and Allied Health, Web of Science and CINHAL. Attributes related to patients, outcomes, interventions (CGMs/pumps/both) and study type were captured. In addition, factors associated with disparities in device utilization were examined. Results: Thirty‐six studies were included in the final analysis; the studies predominantly focused on people living with type 1 diabetes. Only two studies included individuals with type 2 diabetes. Almost two‐thirds of the studies reported outcomes associated with disparities (e.g. glycated haemoglobin, diabetic ketoacidosis, resource utilization). Most studies highlighted disparities across race, ethnicity and insurance type. Evidentiary gaps were identified, particularly in the evidence for people with type 2 diabetes, the continuation of CGM/pump use and limited studies addressing disparities among Native Americans/American Indians. Conclusion: This study reveals critical disparities in diabetes technology use across race, ethnicity and insurance type, particularly among people with type 1 diabetes. Evidentiary gaps assessing disparities in diabetes technology use persist, particularly concerning people with type 2 diabetes, Native American/American Indian and LGBTQ+ populations, and in outcomes related to continuation of use. Social and digital determinants of health, such as income, transportation, residential location and technological literacy, are crucial to achieving equitable access. Future research should focus on the patient journey to identify opportunities for equitable access to diabetes technology as its use grows. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
17. Advances in diabetes technology to improve the lives of people with cystic fibrosis.
- Author
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Scully, Kevin J., Marks, Brynn E., and Putman, Melissa S.
- Abstract
People with cystic fibrosis (CF) are at risk for dysglycaemia caused by progressive beta cell dysfunction and destruction due to pancreatic exocrine disease and fibrosis. CF-related diabetes (CFRD) is a unique form of diabetes that has distinctive features from both type 1 and type 2 diabetes. Recent advances in diabetes technology may be of particular benefit in this population given the complex, multi-system organ involvement and challenging health issues that people with CFRD often face. This review summarises how diabetes technologies, such as continuous glucose monitors (CGMs) and insulin delivery devices: (1) have improved our understanding of CFRD, including how hyperglycaemia affects clinical outcomes in people with CF; (2) may be helpful in the screening and diagnosis of CFRD; and (3) offer promise for improving the management of CFRD and easing the burden that this diagnosis can add to an already medically complicated patient population. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
18. The use of technology in type 2 diabetes and prediabetes: a narrative review.
- Author
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Liarakos, Alexandros L., Lim, Jonathan Z. M., Leelarathna, Lalantha, and Wilmot, Emma G.
- Abstract
The increasing incidence of type 2 diabetes, which represents 90% of diabetes cases globally, is a major public health concern. Improved glucose management reduces the risk of vascular complications and mortality; however, only a small proportion of the type 2 diabetes population have blood glucose levels within the recommended treatment targets. In recent years, diabetes technologies have revolutionised the care of people with type 1 diabetes, and it is becoming increasingly evident that people with type 2 diabetes can also benefit from these advances. In this review, we describe the current knowledge regarding the role of technologies for people living with type 2 diabetes and the evidence supporting their use in clinical practice. We conclude that continuous glucose monitoring systems deliver glycaemic benefits for individuals with type 2 diabetes, whether treated with insulin or non-insulin therapy; further data are required to evaluate the role of these systems in those with prediabetes (defined as impaired glucose tolerance and/or impaired fasting glucose and/or HbA
1c levels between 39 mmol/mol [5.7%] and 47 mmol/mol [6.4%]). The use of insulin pumps seems to be safe and effective in people with type 2 diabetes, especially in those with an HbA1c significantly above target. Initial results from studies exploring the impact of closed-loop systems in type 2 diabetes are promising. We discuss directions for future research to fully understand the potential benefits of integrating evidence-based technology into care for people living with type 2 diabetes and prediabetes. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
19. Mealtime prediction using wearable insulin pump data to support diabetes management.
- Author
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Lu, Baiying, Cui, Yanjun, Belsare, Prajakta, Stanger, Catherine, Zhou, Xia, and Prioleau, Temiloluwa
- Subjects
INSULIN therapy ,TYPE 1 diabetes ,INSULIN pumps ,BOLUS drug administration ,PEOPLE with diabetes ,INSULIN - Abstract
Many patients with diabetes struggle with post-meal high blood glucose due to missed or untimely meal-related insulin doses. To address this challenge, our research aims to: (1) study mealtime patterns in patients with type 1 diabetes using wearable insulin pump data, and (2) develop personalized models for predicting future mealtimes to support timely insulin dose administration. Using two independent datasets with over 45,000 meal logs from 82 patients with diabetes, we find that the majority of people (∼ 60%) have irregular and inconsistent mealtime patterns that change notably through the course of each day and across months in their own historical data. We also show the feasibility of predicting future mealtimes with personalized LSTM-based models that achieve an average F1 score of > 95% with less than 0.25 false positives per day. Our research lays the groundwork for developing a meal prediction system that can nudge patients with diabetes to administer bolus insulin doses before meal consumption to reduce the occurrence of post-meal high blood glucose. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
20. The Association of Sociodemographic Factors and Utilization of Diabetes Technologies with Diabetes Management: An Investigation in Children and Adolescents with Type 1 Diabetes.
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Donbaloğlu, Zeynep, Çetiner, Ebru Barsal, Tuhan, Hale, and Parlak, Mesut
- Subjects
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TYPE 1 diabetes , *CROSS-sectional method , *MEDICAL technology , *GLYCOSYLATED hemoglobin , *DATA analysis , *DISEASE management , *QUESTIONNAIRES , *SOCIOECONOMIC status , *KRUSKAL-Wallis Test , *SYMPTOMS , *INSULIN pumps , *MANN Whitney U Test , *CHI-squared test , *CONTINUOUS glucose monitoring , *STATISTICS , *SOCIODEMOGRAPHIC factors , *SOCIAL classes - Abstract
Objective: We aimed to investigate the relationship between sociodemographic and clinical characteristics, as well as the utilization of diabetes technologies, with diabetes management in individuals with type 1 diabetes (T1D). Materials and Methods: Our study included 134 cases diagnosed with T1D who were followed for at least 1 year with T1D. Results: Of the cases, 67.2% were using insulin pens as their insulin regimen, while 37.8% were using insulin pumps. The rate of continuous glucose monitoring (CGM) usage was 29.9%. The rate of CGM usage was 5% in families with low income levels. Glycosylated hemoglobin A1c (HbA1c) level of children with working mothers was found to be higher compared to those with non-working mothers (median 9.2% vs. 8%; P = .009). Cases with 3 or more siblings had higher HbA1c levels compared to those with 2 or fewer siblings (median 8.7% vs. 8.1%; P = .044).The median HbA1c was 8.7% in cases using insulin pens and checking fingerstick blood glucose (SMBG); 8.3% in cases using insulin pumps and SMBG; 7.6% in cases using insulin pens with CGM, and 7.5% in cases using insulin pumps with CGM (P = .003). Conclusion: The utilization of insulin pumps with CGM in T1D cases exhibited lower HbA1c levels. Similarly, even the usage of insulin pens with CGM demonstrated improved diabetes management. Maternal employment and having a higher number of siblings may negatively affect diabetes management due to increased caregiver burden. We believe that personalized healthcare delivery tailored to the individual needs of T1D patients based on family and clinical characteristics could have positive effects on diabetes management. [ABSTRACT FROM AUTHOR]
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- 2024
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21. The Efficiency of an Advanced Hybrid Closed Insulin Pump in Patients with Type 1 Diabetes for Improved Blood Glucose Control.
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Owaydah, Amal, Abouglila, Kamal, and Liloglou, Triantafillos
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TYPE 1 diabetes , *INSULIN pumps , *BLOOD sugar , *CONTINUOUS glucose monitoring , *GLYCEMIC control - Abstract
Background Diabetes technology, especially advanced hybrid closed-loop (AHCL) systems, is rapidly advancing, offering improved glycemic control, reduced hypoglycemia, and reduced treatment burden for patients with type 1 diabetes (T1D). This study aimed to evaluate the clinical efficiency of an AHCL system—the Medtronic MiniMed 780G insulin pump combined with continuous glucose monitoring—among individuals with T1D in real-world clinical settings. Methods In an observational retrospective study, we identified a cohort of 41 patients (mean age, 47.1 ± 13.7 years; T1D duration, 23.6 ± 13 years; 73.2% female) previously using an insulin pump or those on multiple daily insulin injections, currently using the AHCL system for at least 6 months. Primary outcomes were the changes of the following parameters, before AHCL initiation and at 6 months after treatment; (1) time in range (TIR): time with glucose levels in the range of 70 to 180 mg/dL, (2) time below range (TBR): time with glucose levels below 70 mg/dL, and (3) time above range (TAR): time with glucose levels above 180 mg/dL. Results Data analysis from 41 patients showed a significant 16.5% ± 13.8% increase in TIR (from 56.6 ± 17.9 to 73.1 ± 10.6%, p < 0.001). Both TBR and TAR decreased by 2.9 ± 4.8% (p = 0.004) and 13.6 ± 16.4% (p < 0.001), respectively. Mean glucose concentration, coefficient of variation, and glucose management indicator significantly improved. Conclusion The AHCL system effectively improved glucose control regarding TIR, TBR, and TAR. Enhanced glycemic control metrics highlight the potential for wider adoption of AHCL technology. [ABSTRACT FROM AUTHOR]
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- 2024
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22. An automated insulin delivery system from pregestational care to postpartum in women with type 1 diabetes. Preliminary experience with telemedicine in 6 patients.
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Fresa, Raffaella, Bitterman, Olimpia, Cavallaro, Vincenzo, Di Filippi, Marianna, Dimarzo, Daniela, Mosca, Carmela, Nappi, Francesca, Rispoli, Marilena, and Napoli, Angela
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- *
TYPE 1 diabetes , *POSTNATAL care , *INSULIN pumps , *COVID-19 pandemic , *HYPOGLYCEMIA , *GESTATIONAL diabetes - Abstract
Introduction: The use of most commercially available automated insulin delivery (AID) systems is off-label in pregnancy. However, an increasing number of women with type 1 diabetes (T1D) use such devices throughout pregnancy and delivery. We analysed the data of six women with T1D from a single centre (Diabetology Outpatient Clinic of District-63/Asl Salerno, Italy) who were able to start and maintain AID therapy with the MiniMed™ 780G (Medtronic, Minneapolis, MN, USA) throughout the pregestational care period, pregnancy, delivery, and postpartum. Methods: We retrospectively collected data from six patients with T1D who received training and initiation on use of the MiniMed™ 780G and attended follow-up visits throughout pregnancy (these visits were virtual because of the COVID-19 pandemic). All patients maintained their devices in the closed-loop setting throughout pregnancy and during labour and delivery. We analysed data from the pregestational phase to the first 30 days postpartum. Results: All patients achieved the recommended metabolic goals before conception [median time in range (TIR) of 88% for 70–180 mg/dL; median pregnancy-specific TIR 63–140 mg/dL (ps-TIR) of 66% and maintained the ps-TIR until delivery (median ps-TIR 83%). All patients had slightly better metrics during the night than during the day, with a very low time below range of < 63 mg/dL. Optimal glycaemic values were also maintained on the day of labour and delivery (median ps-TIR 92.5%) and in the first 30 days postpartum, with no severe hypoglycaemia. The only neonatal complications were jaundice in one child and an interatrial defect in another child. Conclusion: In our well-selected and trained patients, use of the MiniMed™ 780G helped to achieve and maintain ps-metrics from the pregestational period to delivery despite the fact that the algorithm is not set to achieve the ambitious glycaemic values recommended for pregnancy. [ABSTRACT FROM AUTHOR]
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- 2024
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23. Differences in Glycemic Control for Inpatients with Type 1 Diabetes on Insulin Pump Versus Subcutaneous Insulin Therapy.
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Ye, Yuting, Acevedo-Mendez, Bernardo A., Izard, Stephanie, and Myers, Alyson K.
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INSULIN pumps , *INSULIN therapy , *TYPE 1 diabetes , *GLYCEMIC control , *ACADEMIC medical centers - Abstract
Background: Inpatient use of insulin pump therapy has been increasing due to greater availability of this technology, however there is a paucity of research that investigates glycemic control of inpatient insulin pump users. Objective: To compare the glycemic control of hospitalized patients with type 1 diabetes (T1D) who used insulin pump vs. multiple daily injections (MDI). Design: Retrospective chart review. Participants: Patients with T1D who were hospitalized between January 1, 2017, and December 31, 2019, in an academic medical center in the New York metropolitan area. Main Measures: Patients were categorized into three groups based on their method of insulin administration: "pump only" group used insulin pump exclusively, "MDI only" group used MDI only, and "intermittent pump" group used a combination of both methods. The primary endpoints are mean blood glucose, rates of hypoglycemic events (blood glucose < 70 mg/dL), and rates of hyperglycemic events (blood glucose > 250 mg/dL). Separate multivariable Poisson regressions were performed to determine the association between the type of insulin administration and rate outcomes (i.e., rate of hypoglycemic events and rate of hyperglycemic events). Results: The study included 78 patients with a mean age of 51, who were mostly male (54%), and white (72%). The average proportion of glucose measurements that were hyperglycemic for the "pump only", "MDI only", and "intermittent pump" groups were 0.11 (SD = 0.11), 0.25 (SD = 0.19), and 0.24 (SD = 0.25), respectively. The "pump only" group has a significantly lower proportion of hyperglycemic events as compared to the "MDI only" group (p = 0.0227). Conclusions: In this sample, patients who exclusively used their insulin pump while inpatient had a lower rate of hyperglycemic events than patients who used MDI only; suggesting that select patients can safely continue their insulin pump therapy in the inpatient setting. [ABSTRACT FROM AUTHOR]
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- 2024
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24. Single-arm, first-in-human feasibility study results for an ultra-low-cost insulin pump.
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Payne, Matthew, Pooke, Francis, Wilkinson, Tom M., Holder-Pearson, Lui, Chamberlain, Bronté, de Bock, Martin, and Chase, J. Geoffrey
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BLOOD sugar analysis ,TYPE 1 diabetes ,RESEARCH funding ,PRODUCT design ,PILOT projects ,CLINICAL trials ,INSULIN pumps ,INSULIN ,IN vivo studies ,3-Hydroxybutyric acid ,MEDICAL equipment reliability ,MEDICAL equipment safety measures ,ACIDOSIS - Abstract
Background: Use of Continuous Subcutaneous Insulin Infusion (CSII) has been shown to improve glycemic outcomes in Type 1 Diabetes (T1D), but high costs limit accessibility. To address this issue, an inter-operable, open-source Ultra-Low-Cost Insulin Pump (ULCIP) was developed and previously shown to demonstrate comparable delivery accuracy to commercial models in standardised laboratory tests. This study aims to evaluate the updated ULCIP in-vivo, assessing its viability as an affordable alternative for those who cannot afford commercially available devices. Methods: This first-in-human feasibility study recruited six participants with T1D. During a nine-hour inpatient stay, participants used the ULCIP under clinical supervision. Venous glucose, insulin, and β-Hydroxybutyrate were monitored to assess device performance. Results: Participants displayed expected blood glucose and blood insulin levels in response to programmed basal and bolus insulin dosing. One participant developed mild ketosis, which was treated and did not recur when a new pump reservoir was placed. All other participants maintained β-Hydroxybutyrate < 0.6 mmol/L throughout. Conclusion: The ULCIP safely delivered insulin therapy to users in a supervised inpatient environment. Future work should focus on correcting a pump hardware issue identified in this trial and extending device capabilities for use in closed loop control. Longer-term outpatient studies are warranted. Trial Registration: The trial was prospectively registered with the Australian New Zealand Clinical Trials Registry (ACTRN12623001288617) on the 11 December 2023. [ABSTRACT FROM AUTHOR]
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- 2024
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25. The use of insulin pumps as an innovative approach of diabetes therapy to improve glycemic control, patients' comfort of life and daily activity.
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Patrycja Łazicka, Julia Tarnowska, and Eliza Jakubowska
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insulin pump ,continous glucose monitoring ,diabetes mellitus ,insulin therapy ,quality of life ,Education ,Sports ,GV557-1198.995 ,Medicine - Abstract
Introduction and Purpose of Research. There are diverse types of insulin pumps available, such as traditional pumps with tubing, tubeless pumps or continuous glucose monitoring (CGM) systems, pumps with automated insulin suspension. Diabetes complications lead to raised death rates, and overall decreased quality of life among patients. The aim of the study is to examine the impact of insulin pump usage including the effects on glycemic control, quality of life and limitations in daily life. Our work aims to emphasize the importance of using appropriate therapies in patients with diabetes. Material and Methods. The review was based on the analysis of materials collected in the Google Scholar and,, PubMed’’. The following keywords were entered during the search for scholarly articles: insulin pump, continuous glucose monitoring, quality of life, diabetes mellitus and insulin therapy. A total of 36 articles were considered for the study and verified for their relevance to the topic. Brief description of the state of Knowledge. The use of an insulin pump as an innovation can simplify tasks to manage the process and to maintain desired levels of blood glucose. Patients using a pump have more flexible possibilities regarding meals and diet. Additional non-health-related benefits, such as reduced worry about supplies while traveling, can significantly improve patients’ QoL as well activities, and community integration, as the pump aids in refining self-care habits. Conclusions. In this study, we investigated the impact of wearable technology of insulin pumps on metabolic management, the quality-of-life patients' comfort of life and daily activity in children and adolescents with diabetes. The quality of life can substantially increase when the performances of advanced devices and algorithms are associated with considerable support from family and healthcare providers.
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- 2024
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26. Outcomes in Pump- and CGM-Baseline Use Subgroups in the International Diabetes Closed-Loop Trial.
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Ekhlaspour, Laya, Raghinaru, Dan, Forlenza, Gregory, Isganaitis, Elvira, Kudva, Yogish, Lam, David, Levister, Camilla, OMalley, Grenye, Church, Mei, Lum, John, Buckingham, Bruce, and Brown, Sue
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closed-loop control ,continuous glucose monitoring ,efficacy ,insulin pump ,multiple daily injection ,Humans ,Diabetes Mellitus ,Type 1 ,Hypoglycemic Agents ,Blood Glucose Self-Monitoring ,Blood Glucose ,Insulin ,Insulin ,Regular ,Human ,Insulin Infusion Systems - Abstract
BACKGROUND: We investigated the potential benefits of automated insulin delivery (AID) among individuals with type 1 diabetes (T1D) in sub-populations of baseline device use determined by continuous glucose monitor (CGM) use status and insulin delivery via multiple daily injections (MDI) or insulin pump. MATERIALS AND METHODS: In a six-month randomized, multicenter trial, 168 individuals were assigned to closed-loop control (CLC, Control-IQ, Tandem Diabetes Care), or sensor-augmented pump (SAP) therapy. The trial included a two- to eight-week run-in phase to train participants on study devices. The participants were stratified into four subgroups: insulin pump and CGM (pump+CGM), pump-only, MDI and CGM (MDI+CGM), and MDI users without CGM (MDI-only) users. We compared glycemic outcomes among four subgroups. RESULTS: At baseline, 61% were pump+CGM users, 18% pump-only users, 10% MDI+CGM users, and 11% MDI-only users. Mean time in range 70-180 mg/dL (TIR) improved from baseline in the four subgroups using CLC: pump+CGM, 62% to 73%; pump-only, 61% to 70%; MDI+CGM, 54% to 68%; and MDI-only, 61% to 69%. The reduction in time below 70 mg/dL from baseline was comparable among the four subgroups. No interaction effect was detected with baseline device use for TIR (P = .67) or time below (P = .77). On the System Usability Questionnaire, scores were high at 26 weeks for all subgroups: pump+CGM: 87.2 ± 12.1, pump-only: 89.4 ± 8.2, MDI+CGM 87.2 ± 9.3, MDI: 78.1 ± 15. CONCLUSIONS: There was a consistent benefit in patients with T1D when using CLC, regardless of baseline insulin delivery modality or CGM use. These data suggest that this CLC system can be considered across a wide range of patients.
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- 2023
27. Disparities in Insulin Pump Use Among Spanish-Speaking Children With Type 1 Diabetes Compared to Their Non-Hispanic White Peers: Mixed Methods Study.
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Loomba, Lindsey, Bonanno, Shaila, Arellano, Diana, Crossen, Stephanie, and Glaser, Nicole
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Spanish-speaking ,children ,diabetes ,diabetes mellitus ,disparities ,glucose monitoring ,insulin ,insulin pump ,type 1 diabetes ,Pediatric ,Clinical Research ,Clinical Trials and Supportive Activities ,Diabetes ,Autoimmune Disease ,Metabolic and endocrine - Abstract
BackgroundDisparities in Insulin Pump Use Among Spanish-Speaking Children With Type 1 Diabetes Compared to Their Non-Hispanic White Peers: Mixed Methods Study.ObjectiveWe aimed to investigate the use of insulin pumps and continuous glucose monitoring (CGM) devices among Spanish-language-preferring children in our clinic population and to identify specific barriers to technology use.MethodsFirst, we assessed rates and patterns of diabetes technology use (eg, insulin pumps and CGM devices) in a sample of 76 children (38 Spanish-language preferring and 38 non-Hispanic White). We compared rates of technology use, average length of time between diabetes diagnosis and initiation of insulin pump or CGM device, and rates of discontinuation of these devices between the Spanish-language-preferring and non-Hispanic White children. Second, to understand specific barriers to technology use, we compared responses to a questionnaire assessing decision-making about insulin pumps.ResultsSpanish-language-preferring patients had lower rates of insulin pump use, even after controlling for age, gender, age at diagnosis, and type of health insurance. Spanish-language-preferring participants were more likely to report concerns over learning to use an insulin pump and were more likely to discontinue using an insulin pump after starting one.ConclusionsThese data confirm demographic disparities in insulin pump use among children with T1D and provide new insights about insulin pump discontinuation among Spanish-language-preferring children. Our findings suggest a need for improved patient education about insulin pump technology in general and improved support for Spanish-language-preferring families with T1D after initiation of pump therapy.
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- 2023
28. A Longitudinal View of Disparities in Insulin Pump Use Among Youth with Type 1 Diabetes: The SEARCH for Diabetes in Youth Study.
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Everett, Estelle, Wright, Davene, Williams, Adrienne, Divers, Jasmin, Pihoker, Catherine, Liese, Angela, Bellatorre, Anna, Kahkoska, Anna, Bell, Ronny, Mendoza, Jason, Mayer-Davis, Elizabeth, and Wisk, Lauren
- Subjects
Diabetes disparities ,Insulin pump ,Insurance coverage ,Socioeconomic status ,Type 1 diabetes ,Humans ,Adolescent ,Young Adult ,Adult ,Diabetes Mellitus ,Type 1 ,Cross-Sectional Studies ,Ethnicity ,Hispanic or Latino ,Insulins ,Healthcare Disparities - Abstract
Objective: To evaluate changes in insulin pump use over two decades in a national U.S. sample. Research Design and Methods: We used data from the SEARCH for Diabetes in Youth study to perform a serial cross-sectional analysis to evaluate changes in insulin pump use in participants
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- 2023
29. Advanced hybrid closed loop (artificial pancreas) and carbohydrate count in type 1 diabetes.
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Pollakova, Daniela, Lauria Pantano, Angelo, Di Folco, Ugo, Nardone, Maria Rosaria, and Tubili, Claudio
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TYPE 1 diabetes , *PATIENT satisfaction , *ARTIFICIAL pancreases , *BLOOD lipids , *INSULIN pumps - Abstract
BACKGROUND: Postprandial Glucose Excursion (PPGE) control is one of the goals of diabetes therapy. Patients should count meal carbohydrates but it is often inaccurate. Automated Advanced Hybrid Closed Loop (AHCL) systems may overcome carbohydrate count mistakes and aid to improve PPGE control. OBJECTIVE: To evaluate the effect of switching from manual Sensor Augmented Pump (SAP) to AHCL on PPGE in Type 1 Diabetic (T1D) subjects. METHODS: In 15 T1D patients using manual SAP, the Area Under the Curve (AUC) after breakfast, lunch and dinner was calculated for two weeks before (T0), immediately (T1) and 3 months (T2) after switching to 780 G AHCL system. Total Daily Dose (TDD), Time Above/Below/In Range (TAR, TBR, TIR), BMI, A1c, lipid profile and Treatment Satisfaction Questionnaire (DTSQ) were considered. RESULTS: A significant reduction in AUC was observed for breakfast and dinner at T2 and for lunch and dinner at T1. TIR increased, while TAR and TBR reduced significantly from T0 to T1 and T2. For A1c, BMI and plasma lipids no statistically significant differences were observed, although A1c decreased from 7.2% to 6.8%. TDD increased significantly, due to the automatic correction boluses. DTSQ score at T2 was 33 (range 32–34, max 36). CONCLUSIONS: After switching to AHCL, PPGE decreased rapidly by automatic correction boluses, without weight gain. Meal management simplification and glucose control improvement were associated with high satisfaction scores. [ABSTRACT FROM AUTHOR]
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- 2024
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30. Advancements in Insulin Pumps: A Comprehensive Exploration of Insulin Pump Systems, Technologies, and Future Directions.
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Rimon, Mohammad Towhidul Islam, Hasan, Md Wasif, Hassan, Mohammad Fuad, and Cesmeci, Sevki
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CONTINUOUS glucose monitoring , *MEDICAL personnel , *INSULIN pumps , *USER interfaces , *SELF-efficacy , *DECISION making - Abstract
Insulin pumps have transformed the way diabetes is managed by providing a more accurate and individualized method of delivering insulin, in contrast to conventional injection routines. This research explores the progression of insulin pumps, following their advancement from initial ideas to advanced contemporary systems. The report proceeds to categorize insulin pumps according to their delivery systems, specifically differentiating between conventional, patch, and implantable pumps. Every category is thoroughly examined, emphasizing its unique characteristics and capabilities. A comparative examination of commercially available pumps is provided to enhance informed decision making. This section provides a thorough analysis of important specifications among various brands and models. Considered factors include basal rate and bolus dosage capabilities, reservoir size, user interface, and compatibility with other diabetes care tools, such as continuous glucose monitoring (CGM) devices and so on. This review seeks to empower healthcare professionals and patients with the essential information to improve diabetes treatment via individualized pump therapy options. It provides a complete assessment of the development, categorization, and full specification comparisons of insulin pumps. [ABSTRACT FROM AUTHOR]
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- 2024
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31. Addressing the Burden of Multiple Daily Insulin Injections in Type 2 Diabetes with Insulin Pump Technology: A Narrative Review.
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Brixner, Diana, Edelman, Steven V., Sieradzan, Ray, and Gavin III, James R.
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TYPE 2 diabetes , *INSULIN therapy , *INSULIN pumps , *GLYCEMIC control - Abstract
The growing prevalence of type 2 diabetes (T2D) remains a leading health concern in the US. Despite new medications and technologies, glycemic control in this population remains suboptimal, which increases the risk of poor outcomes, increased healthcare resource utilization, and associated costs. This article reviews the clinical and economic impacts of suboptimal glycemic control in patients on basal-bolus insulin or multiple daily injections (MDI) and discusses how new technologies, such as tubeless insulin delivery devices, referred to as "patch pumps", have the potential to improve outcomes in patients with T2D. [ABSTRACT FROM AUTHOR]
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- 2024
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32. Comparison of Metabolic Control in Children and Adolescents Treated with Insulin Pumps.
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Lejk, Agnieszka, Myśliwiec, Karolina, Michalak, Arkadiusz, Pernak, Barbara, Fendler, Wojciech, and Myśliwiec, Małgorzata
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LIPID metabolism ,TYPE 1 diabetes ,RESEARCH funding ,DATA analysis ,GLYCEMIC control ,SCIENTIFIC observation ,KRUSKAL-Wallis Test ,INSULIN ,INSULIN pumps ,TREATMENT effectiveness ,RETROSPECTIVE studies ,DESCRIPTIVE statistics ,CHI-squared test ,BLOOD sugar ,MEDICAL records ,ACQUISITION of data ,STATISTICS ,CONTINUOUS glucose monitoring ,DATA analysis software ,EVALUATION ,ADOLESCENCE ,CHILDREN - Abstract
Background: While insulin pumps remain the most common form of therapy for youths with type 1 diabetes (T1DM), they differ in the extent to which they utilize data from continuous glucose monitoring (CGM) and automate insulin delivery. Methods: The aim of the study was to compare metabolic control in patients using different models of insulin pumps. This retrospective single-center study randomly sampled 30 patients for each of the following treatments: Medtronic 720G without PLGS (predictive low glucose suspend), Medtronic 640G or 740G with PLGS and Medtronic 780G. In the whole study group, we used CGM systems to assess patients' metabolic control, and we collected lipid profiles. In three groups of patients, we utilized CGM sensors (Guardian 3, Guardian 4, Libre 2 and Dexcom G6) to measure the following glycemic variability proxy values: time in range (TIR), time below 70 mg/dL (TBR), time above 180 mg/dL (TAR), coefficient of variation (CV) and mean sensor glucose. Results: Medtronic 640G or 740G and 780G users were more likely to achieve a target time in the target range 70–180 mg/dL (≥80%) [Medtronic 720G = 4 users (13.3%) vs. Medtronic 640G/740G = 10 users (33.3%) vs. Medtronic 780G = 13 users (43.3%); p = 0.0357)] or low glucose variability [Medtronic 720G = 9 users (30%) vs. Medtronic 640G/740G = 18 users (60%) vs. Medtronic 780G = 19 users (63.3%); p = 0.0175)]. Conclusions: Any integration between the insulin pump and CGM was associated with better glycemic control. More advanced technologies and artificial intelligence in diabetes help patients maintain better glycemia by eliminating various factors affecting postprandial glycemia. [ABSTRACT FROM AUTHOR]
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- 2024
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33. 乌司他丁联合胰岛素泵持续皮下给药治疗糖尿病酮症酸中毒合并感染性休克的临床疗效研究.
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李世平, 吝新英, and 范平平
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OBJECTIVE: To probe into the clinical efficacy of ulinastatin combined with continuously subcutaneous administration of insulin pump in the treatment of diabetic ketoacidosis ( DKA) complicated with septic shock. METHODS: A total of 80 patients with DKA complicated with septic shock admitted to Zhangjiakou First Hospital from Jun. 2021 to Jul. 2023 were selected to be divided into control group (40 cases) and research group (40 cases) via the random number table method. Both groups were given conventional treatment, the control group was given continuously subcutaneous insulin injection of insulin pump on the basis of conventional treatment, the research group was given ulinastatin for injection basis on the control group. The clinical indicators, acidosis and blood glucose indicators, T lymphocyte subsets, inflammation and oxidative stress indicators, adverse drug reactions and clinical efficacy were compared between two groups. RESULTS: The total effective rate of the research group was 90. 00% (36 / 40), significantly higher than 72. 50% (29 / 40) of control group, with statistically significant difference (P< 0. 05). The negative-conversion time of urine ketone body, recovery time of blood glucose and correction time of pH in the research group were shorter than those in the control group, with statistically significant differences (P<0. 05). After treatment, the levels of blood lactic acid ( Lac), blood ketone body (KET), fasting blood glucose ( FBG), glycated hemoglobin (HbA1c), CD8+, tumor necrosis factor α (TNF-α), procalcitonin (PCT) and malondialdehyde (MDA) of both groups were decreased, the levels of Lac, KET, FBG, HbA1 c, CD8+, TNF-α, PCT and MDA in the research group were lower than those in the control group, with statistically significant differences (P<0. 05). After treatment, the levels of carbon dioxide binding power ( CO2CP ), CD4+, CD3+, CD4+ / CD8+ and superoxide dismutase (SOD) of both groups increased, the levels of CO2CP, CD4+, CD3+, CD4+ / CD8+ and SOD in the research group were higher than those in the control group, with statistically significant differences (P<0. 05). The incidences of adverse drug reactions between the research group and control group [10. 00% (4 / 40) vs. 7. 50% (3 / 40)] were not statistically significant ( P > 0. 05 ). CONCLUSIONS: Ulinastatin combined with continuously subcutaneous administration of insulin pump in the treatment of DKA complicated with septic shock can improve clinical symptoms, acidosis, blood glucose indicators and immune function, regulate inflammation and oxidative stress, with significant therapeutic effect and safety. [ABSTRACT FROM AUTHOR]
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- 2024
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34. Skin Reactions in Children with Type 1 Diabetes Associated with the Use of New Diabetes Technologies—An Observational Study from a Regional Polish Pediatric Diabetes Center.
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Ledwoń, Ewa, Zemła-Szten, Paula, von dem Berge, Thekla, Nalewajko, Krzysztof, Passanisi, Stefano, Piona, Claudia, dos Santos, Tiago Jeronimo, Svensson, Jannet, Korsgaard Berg, Anna, and Chobot, Agata
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TYPE 1 diabetes ,SKIN diseases ,MEDICAL technology ,ACADEMIC medical centers ,BODY mass index ,GLYCOSYLATED hemoglobin ,SCIENTIFIC observation ,INTERVIEWING ,GLYCEMIC control ,KRUSKAL-Wallis Test ,INSULIN pumps ,DISEASE prevalence ,RETROSPECTIVE studies ,TREATMENT duration ,DESCRIPTIVE statistics ,CHILDREN'S hospitals ,SCARS ,CONTINUOUS glucose monitoring ,MEDICAL records ,ACQUISITION of data ,ANALYSIS of variance ,ICHTHYOSIS ,ANTHROPOMETRY ,DATA analysis software ,KERATOSIS ,CHILDREN - Abstract
The study aimed to estimate the prevalence of skin problems in children and adolescents with type 1 diabetes (T1D) using insulin pumps (IPs) and/or continuous glucose monitoring (CGM) in our center and analyze their association with various factors. As part of the international ISPAD JENIOUS-initiated SKIN-PEDIC project, we interviewed and examined patients who visited the regional pediatric diabetes center in Opole (Poland) for four weeks regarding the use of IP and/or CGM and the presence of skin problems. Body mass index (BMI) and glycemic parameters were obtained retrospectively from medical records. Among 115 individuals (45.2% girls, 83.5% IP users, 96.5% CGM users), old scars were the most common skin problem (IP users 53.1%; CGM users 66.4%), while ≥2 types of skin problems co-occurred (IP users 40.6%; CGM users 27.3%). Longer IP use was associated with a higher prevalence of skin problems (50% for IP < 1 year, 98.1%-IP 1–3 years, 100% for IP > 3 years; p < 0.001), pointing out extra attention with IP use > 1 year. No significant associations were found between skin problems and gender, age, BMI centile and glycemic parameters. Dermatological complications were common among children using IP and CGM in our center, highlighting the need for vigilant monitoring and early intervention to manage these skin-related issues effectively. [ABSTRACT FROM AUTHOR]
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- 2024
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35. Diabetes Technology in People with Type 2 Diabetes: Novel Indications.
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Agarwal, Shubham, Galindo, Rodolfo J., Shah, Amy V., and Abreu, Marconi
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Purpose of Review: Diabetes technology has been continuously evolving. Current versions of continuous glucose monitors (CGM) use minimally invasive designs, monitor glucose values with high accuracy, and can be used to guide insulin dosing. Extensive evidence supports the use of diabetes technology for monitoring and insulin administration in people with type 1 diabetes. However, there is emerging evidence for people with type 2 diabetes. In this review, we present the different technological devices used to monitor glucose and deliver insulin and the evidence supporting their use in people with type 2 diabetes. Recent Findings: The use of CGMs in people with type 2 diabetes treated with insulin or non-insulin therapies has been associated with improvements in glycemic control and time spent in hypoglycemia. Smart insulin pens and smart connected devices are options to track compliance and guide insulin delivery in people who do not require insulin pump therapy. Mechanical patch pumps can be used to reduce the burden of multiple daily insulin injections. Automated insulin delivery algorithms improve glycemic control without an increase in hypoglycemia. Summary: The use of technology in the management of type 2 diabetes generates glycemic data previously inaccessible, reduces barriers for insulin initiation, improves glycemic control, tracks adherence to therapy, and improves user satisfaction. [ABSTRACT FROM AUTHOR]
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- 2024
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36. Diabetes Technology in the Geriatric Population
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Pisano, Michele, Mazzola, Nissa, Nguyen, Ngan M., Poretsky, Leonid, Series Editor, and Fishman, Sarah, editor
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- 2024
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37. Continuous Insulin Delivery Systems in the Management of Diabetes Mellitus
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Mezitis, Nicholas H. E., Mezitis, Spyros G. E., Poretsky, Leonid, Series Editor, and Fishman, Sarah, editor
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- 2024
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38. Diabetes Do-It-Yourself (DIY) Technology
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Hoque, Tasfia, Poretsky, Leonid, Series Editor, and Fishman, Sarah, editor
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- 2024
- Full Text
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39. Adverse Skin and Systemic Reactions to Antidiabetic Treatments
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Tétart, Florence, Gaspar, Krisztian, Fritz, Klaus, editor, and Tiplica, George-Sorin, editor
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- 2024
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40. Allergy in the Diabetic Patient
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Bieck, Cara, Skudlik, Christoph, Fritz, Klaus, editor, and Tiplica, George-Sorin, editor
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- 2024
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41. Principles of Care in the Diabetic Surgical Patient
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Khazai, Natasha, Hamdy, Osama, Veves, Aristidis, Series Editor, Giurini, John M., editor, and Schermerhorn, Marc L., editor
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- 2024
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42. Fluid Mechanism Analysis of Insulin Pump Set Failure Based on Power Bond Graph
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Wang, Weijie, Guo, Dinghui, Pei, Ruijie, Niu, Jinwang, Geng, Yixuan, Liu, Shiwei, IFToMM, Series Editor, Ceccarelli, Marco, Advisory Editor, Corves, Burkhard, Advisory Editor, Glazunov, Victor, Advisory Editor, Hernández, Alfonso, Advisory Editor, Huang, Tian, Advisory Editor, Jauregui Correa, Juan Carlos, Advisory Editor, Takeda, Yukio, Advisory Editor, Agrawal, Sunil K., Advisory Editor, Ball, Andrew D., editor, Ouyang, Huajiang, editor, Sinha, Jyoti K., editor, and Wang, Zuolu, editor
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- 2024
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43. Assessment of insulin dose changes in pediatric patients with type 1 diabetes mellitus starting on continuous subcutaneous insulin infusion
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Samantha Gerber, Grace P.S. Kwong, and Josephine Ho
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Type 1 diabetes ,Insulin pump ,Pediatrics ,Insulin adjustment ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
Objective: To assess change in total daily dose (TDD) of insulin following a switch from subcutaneous (SC) injections to continuous subcutaneous insulin infusion (CSII) in pediatric patients with type 1 diabetes (T1D). Secondary objectives were to determine the change in %basal insulin, insulin to carbohydrate (I:C) ratios, insulin sensitivity factor (ISF), and HbA1c/IDAA1c. Methods: A retrospective chart review of patients
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- 2024
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44. A new approach in insulin pump education improves glycemic outcomes: a randomized controlled trial
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Rytter, Karen, Hougaard, Anette, Skouboe, Anne Grynnerup, Serifovski, Nermin, Ranjan, Ajenthen Gayathri, and Nørgaard, Kirsten
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- 2024
- Full Text
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45. Future acceptance of automated insulin delivery systems in youths with type 1 diabetes: validation of the Italian artificial pancreas-acceptance measure
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Franceschi, Roberto, Pertile, Riccardo, Marigliano, Marco, Mozzillo, Enza, Maffeis, Claudio, Zaffani, Silvana, Dusini, Carlotta, Antonelli, Annalisa, Candia, Francesca Di, Maltoni, Giulio, Cantarelli, Erika, Minuto, Nicola, Bassi, Marta, Rabbone, Ivana, Savastio, Silvia, Passanisi, Stefano, Lombardo, Fortunato, Cherubini, Valentino, Saltarelli, Maria Alessandra, and Tumini, Stefano
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- 2024
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46. Disordered Eating Behaviors Among Adolescents and Young Adults with Type 1 Diabetes Treated with Insulin Pumps and Hybrid Closed-Loop Systems.
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Propper-Lewinsohn, Tamar, Elran-Barak, Roni, Gillon-Keren, Michal, Yackobovitch-Gavan, Michal, Liberman, Alon, Phillip, Moshe, and Shalitin, Shlomit
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TYPE 1 diabetes , *INSULIN pumps , *FOOD habits , *YOUNG adults , *CLOSED loop systems - Abstract
Background and Aims: Disordered eating behaviors (DEB) are more common among individuals with type 1 diabetes (T1D) compared to those without, and for insulin pump users may be associated with higher hemoglobin A1c (HbA1c). We investigated DEB risk factors among insulin pump-treated individuals with T1D and clinical characteristics of hybrid closed-loop (HCL) systems' users by DEB level. Methods: An observational, cross-sectional study of 167 insulin pump-treated individuals with T1D, 13–21 years of age. Data were obtained from patients' medical charts with additional self-reported questionnaires, including assessment of DEB. Results: DEB were found in 71 (42.5%) individuals, and positively associated with female sex (β = 2.98 [standard error (SE) = 1.31], P = 0.025), body mass index (BMI)-Z-score (β = 2.12 [SE = 0.64], P = 0.001), HbA1c (β = 1.40 [SE = 0.45], P = 0.02), and higher rate of pump discontinuation (β = 4.48 [SE = 1.99], P = 0.026). The use of HCL systems compared to insulin pumps was associated with higher BMI-Z-score (odds ratio [OR]: 3.46 [95% confidence interval, CI: 1.52–7.87], P = 0.003) and tendency to lower HbA1c level (OR: 0.44 [95% CI: 0.18–1.09], P = 0.078) among individuals without DEB, and with lower HbA1c level (OR: 0.29 [95% CI: 0.10–0.83], P = 0.022) and higher socioeconomic status (OR: 1.73 [95% CI: 1.09–2.74], P = 0.020) among individuals with DEB. Conclusions: DEB are common among individuals with T1D treated with insulin pumps and are associated with higher HbA1c levels. Among T1D individuals with DEB, HCL system use is associated with lower HbA1c compared to insulin pump treatment. Our findings highlight the importance of regular screening for DEB and its risk factors to improve pump treatment and diabetes management. Moreover, individuals with DEB using HCL systems may benefit from reduced HbA1c levels. [ABSTRACT FROM AUTHOR]
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- 2024
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47. Perioperative Insulin Pump Therapy Decreases Readmission Risk and Improves Outcomes in Patients with Diabetes.
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Wang, Kun, Bai, Fang, Chen, Xiaopan, Miller, Joshua D., Chen, Xue, Yun, Chuan, Sun, Zhenzhen, Yuan, Xiaodan, and Lou, Qingqing
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- *
INSULIN pumps , *INSULIN therapy , *PEOPLE with diabetes , *TREATMENT effectiveness , *BLOOD sugar , *PATIENT readmissions - Abstract
Objective To evaluate the impact of temporary insulin pump use during hospitalization on glycemia, postoperative complications, and cost/utilization in perioperative patients with diabetes. Methods Patients (n=159) with type 2 diabetes and hospitalized for elective surgery were recruited from three hospitals. Subjects were categorized into the insulin pump group and the multiple daily subcutaneous insulin injection group according to their treatment therapy. Data were collected at admission, discharge, and 3 months post-discharge. Results Subjects in the CSII group who were still on insulin therapy transitioned from CSII to MDII; however, their daily insulin dosages were lower than those in the MDII group (15.31±10.98 U/d vs. 23.48±17.02 U/d, P=0.015) after discharge. In terms of medical costs, the CSII group had significantly higher hospitalization costs than the MDII group (112.36±103.43 thousand RMB vs. 82.65±77.98 thousand RMB, P=0.043). After 3 months, the CSII group had significantly lower outpatient costs than the MDII group (3.17±0.94 thousand RMB vs. 3.98±1.76 thousand RMB, P ˂ 0.001). In the MDII group, 10 patients reported severe postoperative complications requiring re-hospitalization; there were no similar reports in the CSII group. Conclusion Temporary use of insulin pump therapy for perioperative patients with diabetes results in a reduction in blood glucose and blood glucose fluctuation during hospitalization, HbA1c, and the risk of postoperative complication and readmission, thus significantly decreasing costs in this complex patient cohort. Further work is needed to better understand indications for utilizing pump therapy based on diabetes phenotype and the complexity of planned surgical intervention. [ABSTRACT FROM AUTHOR]
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- 2024
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48. The Health Economics of Automated Insulin Delivery Systems and the Potential Use of Time in Range in Diabetes Modeling: A Narrative Review.
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Mathieu, Chantal, Ahmed, Waqas, Gillard, Pieter, Cohen, Ohad, Vigersky, Robert, de Portu, Simona, and Ozdemir Saltik, Asli Zeynep
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CONTINUOUS glucose monitoring , *MEDICAL economics , *TYPE 1 diabetes , *TIME management , *GLYCOSYLATED hemoglobin , *HYPERGLYCEMIA - Abstract
Intensive therapy with exogenous insulin is the treatment of choice for individuals living with type 1 diabetes (T1D) and some with type 2 diabetes, alongside regular glucose monitoring. The development of systems allowing (semi-)automated insulin delivery (AID), by connecting glucose sensors with insulin pumps and algorithms, has revolutionized insulin therapy. Indeed, AID systems have demonstrated a proven impact on overall glucose control, as indicated by effects on glycated hemoglobin (HbA1c), risk of severe hypoglycemia, and quality of life measures. An alternative endpoint for glucose control that has arisen from the use of sensor-based continuous glucose monitoring is the time in range (TIR) measure, which offers an indication of overall glucose control, while adding information on the quality of control with regard to blood glucose level stability. A review of literature on the health-economic value of AID systems was conducted, with a focus placed on the growing place of TIR as an endpoint in studies involving AID systems. Results showed that the majority of economic evaluations of AID systems focused on individuals with T1D and found AID systems to be cost-effective. Most studies incorporated HbA1c, rather than TIR, as a clinical endpoint to determine treatment effects on glucose control and subsequent quality-adjusted life year (QALY) gains. Likely reasons for the choice of HbA1c as the chosen endpoint is the use of this metric in most validated and established economic models, as well as the limited publicly available evidence on appropriate methodologies for TIR data incorporation within conventional economic evaluations. Future studies could include the novel TIR metric in health-economic evaluations as an additional measure of treatment effects and subsequent QALY gains, to facilitate a holistic representation of the impact of AID systems on glycemic control. This would provide decision makers with robust evidence to inform future recommendations for health care interventions. [ABSTRACT FROM AUTHOR]
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- 2024
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49. Future of Time-in-Range Goals in the Era of Advanced Hybrid Closed-Loop Automated Insulin Delivery Systems.
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Akturk, Halis K., Battelino, Tadej, Castañeda, Javier, Arrieta, Arcelia, van den Heuvel, Tim, and Cohen, Ohad
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TYPE 1 diabetes , *INSULIN , *GLYCEMIC control , *BLOOD sugar , *CLOSED loop systems - Abstract
The concept of maintaining blood glucose levels within the 70–180 mg/dL range, known as time-in-range, has raised questions regarding its representation of true physiological euglycemia. Some have speculated that focusing on the time spent within the 70–140 mg/dL range, introduced as time in tight range (TITR) through the International Consensus statement, could serve as a more precise metric for assessing normoglycemia in individuals with type 1 diabetes. This article delves into the current status of TITR as an emerging marker and explores how advanced hybrid closed-loop systems may offer a promising avenue for achieving this higher level of glycemic control. [ABSTRACT FROM AUTHOR]
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- 2024
- Full Text
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50. Insulin requirements during pregnancy in women with type 1 diabetes treated with insulin pump.
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Dori‐Dayan, Nimrod, Cukierman‐Yaffe, Tali, Zemet, Roni, Cohen, Ohad, Levi, Keren, Mazaki‐Tovi, Shali, and Yoeli‐Ullman, Rakefet
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TYPE 1 diabetes ,INSULIN pumps ,CONTINUOUS glucose monitoring ,INSULIN ,HIGH-risk pregnancy - Abstract
Introduction: Insulin requirement in women with Type 1 diabetes (T1DM) changes throughout pregnancy. The aim of this study was to determine the total change in insulin requirements and the effect of gestational weight gain (GWG) and pre‐gestational BMI on insulin requirements during pregnancy in women with T1DM treated with continuous subcutaneous insulin infusion and continuous glucose monitoring. Methods: This historical cohort study included all consecutive women with T1DM who were monitored during pregnancy at the high‐risk pregnancy clinic at a tertiary medical center during April 2011–April 2019. One Way Repeated Measures ANOVA with Bonferroni adjustment was conducted to compare the effects of gestational age on insulin requirements and a Two Way Repeated Measures ANOVA was employed to test for the interaction between gestational age intervals and maternal BMI and GWG. Results: Data regarding insulin requirements of 185 pregnancies were included in the analyses. There was a significant effect of gestational age on total insulin (Wilks' Lambda = 0.34, F(6,14) = 4.52, p = 0.009), basal insulin (Wilks' Lambda = 0.41, F(6,14) = 3.30, p = 0.031) and bolus insulin (Wilks' Lambda = 0.43, F(6,14) = 3.02, p = 0.041). Total insulin/kg requirements increased by 5.5% from 13–20 weeks to 20–26 weeks, 19% from 20–26 weeks to 26–33 weeks, and 17.4% from 26 to 33 weeks to delivery (p for trend = 0.009). Overall, insulin requirements increased by 42.1% from conception to delivery (p < 0.01). There was no significant main effect of maternal BMI or GWG on insulin requirements. Conclusions: There is a significant increase in insulin requirements per kg during pregnancy in women with T1DM who were treated with an insulin pump. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
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