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Yao X, Gong Z, Yin W, Li H, Douroumis D, Huang L, Li H. Islet cell spheroids produced by a thermally sensitive scaffold: a new diabetes treatment. J Nanobiotechnology 2024; 22:657. [PMID: 39456025 PMCID: PMC11515210 DOI: 10.1186/s12951-024-02891-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 10/01/2024] [Indexed: 10/28/2024] Open
Abstract
The primary issues in treating type 1 diabetes mellitus (T1DM) through the transplantation of healthy islets or islet β-cells are graft rejection and a lack of available donors. Currently, the majority of approaches use cell encapsulation technology and transplant replacement cells that can release insulin to address transplant rejection and donor shortages. However, existing encapsulation materials merely serve as carriers for islet cell growth. A new treatment approach for T1DM could be developed by creating a smart responsive material that encourages the formation of islet cell spheroids to replicate their 3D connections in vivo and controls the release of insulin aggregates. In this study, we used microfluidics to create thermally sensitive porous scaffolds made of poly(N-isopropyl acrylamide)/graphene oxide (PNIPAM/GO). The material was carefully shrunk under near-infrared light, enriched with mouse insulinoma pancreatic β cells (β-TC-6 cells), encapsulated, and cultivated to form 3D cell spheroids. The controlled contraction of the thermally responsive porous scaffold regulated insulin release from the spheroids, demonstrated using the glucose-stimulated insulin release assay (GSIS), enzyme-linked immunosorbent assay (ELISA), and immunofluorescence assay. Eventually, implantation of the spheroids into C57BL/6 N diabetic mice enhanced the therapeutic effect, potentially offering a novel approach to the management of T1DM.
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Affiliation(s)
- Xueting Yao
- Joint Research Centre on Medicine, The Affiliated Xiangshan Hospital of Wenzhou Medical University, Ningbo, Zhejiang, 315700, P. R. China
- Zhejiang Engineering Research Center for Tissue Repair Materials, Joint Centre of Translational Medicine, Wenzhou Institute, University of Chinese Academy of Science, Wenzhou, Zhejiang, 325000, P. R. China
- Department of Laboratory Medicine, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, P. R. China
| | - Zehua Gong
- School of Biomedical Engineering, Wenzhou Medical University, Wenzhou, Zhejiang, 325035, P. R. China
| | - Wenyan Yin
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety & CAS Center for Excellent in Nanoscience, Institute of High Energy Physics, Chinese Academy of Sciences, Beijing, 100049, P. R. China
| | - Hanbing Li
- Department of Pharmaceutical Sciences, Institute of Pharmacology, Zhejiang University of Technology, Hangzhou, Zhejiang, 310014, P. R. China.
| | - Dennis Douroumis
- Centre for Research Innovation, CRI, University of Greenwich, Kent, ME4 4TB, UK
| | - Lijiang Huang
- Joint Research Centre on Medicine, The Affiliated Xiangshan Hospital of Wenzhou Medical University, Ningbo, Zhejiang, 315700, P. R. China.
| | - Huaqiong Li
- Joint Research Centre on Medicine, The Affiliated Xiangshan Hospital of Wenzhou Medical University, Ningbo, Zhejiang, 315700, P. R. China.
- Zhejiang Engineering Research Center for Tissue Repair Materials, Joint Centre of Translational Medicine, Wenzhou Institute, University of Chinese Academy of Science, Wenzhou, Zhejiang, 325000, P. R. China.
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2
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Zhang E, Shi Y, Han X, Zhu H, Song B, Yang C, Cao Z. An injectable and biodegradable zwitterionic gel for extending the longevity and performance of insulin infusion catheters. Nat Biomed Eng 2024; 8:1197-1213. [PMID: 37884794 DOI: 10.1038/s41551-023-01108-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Accepted: 09/18/2023] [Indexed: 10/28/2023]
Abstract
Continuous subcutaneous insulin infusion (CSII) is an essential insulin replacement therapy in the management of diabetes. However, the longevity of clinical CSII is limited by skin complications, by impaired insulin absorption and by occlusions associated with the subcutaneous insertion of CSII catheters, which require replacement and rotation of the insertion site every few days. Here we show that a biodegradable zwitterionic gel covering the tip end of commercial off-the-shelf CSII catheters fully resolves early skin irritations, extends the longevity of catheters and improves the rate of insulin absorption (also with respect to conventional syringe-based subcutaneous injection) for longer than 6 months in diabetic mice, and by 11 days in diabetic minipigs (from 2 to 13 days, under standard CSII-wearing conditions of insulin pump therapy and in a continuous basal-plus-bolus-infusion setting). The implanted gel displayed anti-inflammatory and anti-foreign-body-reaction properties and promoted the local formation of new blood vessels. The gel is subcutaneously injected before the tip of catheter is inserted into it, and should be generally applicable to CSII catheters and other implantable devices.
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Affiliation(s)
- Ershuai Zhang
- Department of Chemical Engineering and Materials Science, Wayne State University, Detroit, MI, USA
| | - Yuanjie Shi
- Department of Chemical Engineering and Materials Science, Wayne State University, Detroit, MI, USA
| | - Xiangfei Han
- Department of Chemical Engineering and Materials Science, Wayne State University, Detroit, MI, USA
| | - Hui Zhu
- Department of Chemical Engineering and Materials Science, Wayne State University, Detroit, MI, USA
| | - Boyi Song
- Department of Chemical Engineering and Materials Science, Wayne State University, Detroit, MI, USA
| | - Chengbiao Yang
- Department of Chemical Engineering and Materials Science, Wayne State University, Detroit, MI, USA
| | - Zhiqiang Cao
- Department of Chemical Engineering and Materials Science, Wayne State University, Detroit, MI, USA.
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3
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Lu B, Cui Y, Belsare P, Stanger C, Zhou X, Prioleau T. Mealtime prediction using wearable insulin pump data to support diabetes management. Sci Rep 2024; 14:21013. [PMID: 39251670 PMCID: PMC11385183 DOI: 10.1038/s41598-024-71630-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 08/29/2024] [Indexed: 09/11/2024] Open
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.
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Affiliation(s)
- Baiying Lu
- Department of Computer Science, Dartmouth College, Hanover, 03755, USA
| | - Yanjun Cui
- Department of Computer Science, Dartmouth College, Hanover, 03755, USA
| | - Prajakta Belsare
- Integrated Science and Technology, James Madison University, Harrisonburg, 22807, USA
| | - Catherine Stanger
- Center for Technology and Behavioral Health, Dartmouth College, Lebanon, 03766, USA
| | - Xia Zhou
- Department of Computer Science, Columbia University, New York, 10027, USA
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4
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van den Boom L, Auzanneau M, Woelfle J, Sindichakis M, Herbst A, Meraner D, Hake K, Klinkert C, Gohlke B, Holl RW. Use of Continuous Glucose Monitoring in Pump Therapy Sensor Augmented Pump or Automated Insulin Delivery in Different Age Groups (0.5 to <26 Years) With Type 1 Diabetes From 2018 to 2021: Analysis of the German/Austrian/Swiss/Luxemburg Diabetes Prospective Follow-up Database Registry. J Diabetes Sci Technol 2024; 18:1122-1131. [PMID: 36840616 PMCID: PMC11418416 DOI: 10.1177/19322968231156601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/26/2023]
Abstract
AIM Insulin pump, continuous glucose monitoring (CGM), and sensor augmented pump (SAP) technology have evolved continuously leading to the development of automated insulin delivery (AID) systems. Evaluation of the use of diabetes technologies in people with T1D from January 2018 to December 2021. METHODS A patient registry (Diabetes Prospective Follow-up Database [DPV]) was analyzed for use of SAP (insulin pump + CGM ≥90 days, no automated dose adjustment) and AID (HCL or LGS/PLGS). In total 46,043 people with T1D aged 0.5 to <26 years treated in 416 diabetes centers (Germany, Austria, Luxemburg, and Switzerland) were included and stratified into 4 groups A-D according to age. Additionally, TiR and HbA1c were analyzed. RESULTS From 2018 to 2021, there was a significant increase from 28.7% to 32.9% (sensor augmented pump [SAP]) and 3.5% to 16.6% (AID) across all age groups, with the most frequent use in group A (<7 years, 38.8%-40.2% and 10.3%-28.5%). A similar increase in SAP and AID use was observed in groups B (7 to <11 years) and C (11 to <16 years): B: +15.8 PP, C: +15.9 PP. HbA1c improved significantly in groups C and D (16 to <26 years) (both P < .01). Time in range (TiR) increased in all groups (A: +3 PP; B: +5 PP; C: +5 PP; D: +5 PP; P < 0.01 for each group). Insulin pumps (61.0% versus 53.4% male) and SAP (33.5% versus 28.9% male) are used more frequently in females. CONCLUSION In recent years, we found an increasing use of new diabetes technologies and an improvement in metabolic control (TiR) across all age groups.
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Affiliation(s)
- Louisa van den Boom
- Division of Pediatrics/Pediatric Diabetology, DRK Hospital, Kirchen, Germany
- Division of Pediatric Diabetology, Endocrinology, Metabolism and Obesity, Children’s Hospital, University of Bonn, Bonn, Germany
| | - Marie Auzanneau
- Institute of Epidemiology and Medical Biometry, Central Institute for Biomedical Technology, University of Ulm, Ulm, Germany
- German Center for Diabetes Research, Neuherberg, Germany
| | - Joachim Woelfle
- Children’s and Adolescent’s Hospital, University of Erlangen, Erlangen, Germany
| | | | - Antje Herbst
- Centre for Paediatrics, Medical Clinic Leverkusen, Leverkusen, Germany
| | - Dagmar Meraner
- Department of Pediatrics, Medical University of Innsbruck, Innsbruck, Austria
| | - Kathrin Hake
- Children’s Hospital, Müritzklinikum Waren, Waren, Germany
| | | | - Bettina Gohlke
- Division of Pediatric Diabetology, Endocrinology, Metabolism and Obesity, Children’s Hospital, University of Bonn, Bonn, Germany
| | - Reinhard W. Holl
- Institute of Epidemiology and Medical Biometry, Central Institute for Biomedical Technology, University of Ulm, Ulm, Germany
- German Center for Diabetes Research, Neuherberg, Germany
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5
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Rodríguez-Muñoz A, Picón-César MJ, Tinahones FJ, Martínez-Montoro JI. Type 1 diabetes-related distress: Current implications in care. Eur J Intern Med 2024; 125:19-27. [PMID: 38609810 DOI: 10.1016/j.ejim.2024.03.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 03/18/2024] [Accepted: 03/25/2024] [Indexed: 04/14/2024]
Abstract
Type 1 diabetes (T1D) is a complex chronic disease associated with major health and economic consequences, also involving important issues in the psychosocial sphere. In this regard, T1D-related distress, defined as the emotional burden of living with T1D, has emerged as a specific entity related to the disease. Diabetes distress (DD) is an overlooked but prevalent condition in people living with T1D, and has significant implications in both glycemic control and mental health in this population. Although overlapping symptoms may be found between DD and mental health disorders, specific approaches should be performed for the diagnosis of this problem. In recent years, different DD-targeted interventions have been postulated, including behavioral and psychosocial strategies. Moreover, new technologies in this field may be helpful to address DD in people living with T1D. In this article, we summarize the current knowledge on T1D-related distress, and we also discuss the current approaches and future perspectives in its management.
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Affiliation(s)
- Alba Rodríguez-Muñoz
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Málaga, Spain
| | - María José Picón-César
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Málaga, Spain; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Francisco J Tinahones
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Málaga, Spain; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain; Faculty of Medicine, University of Málaga, Málaga, Spain
| | - José Ignacio Martínez-Montoro
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Málaga, Spain; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain; Faculty of Medicine, University of Málaga, Málaga, Spain.
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6
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Man T, Yu G, Zhu F, Huang Y, Wang Y, Su Y, Deng S, Pei H, Li L, Ye H, Wan Y. Antidiabetic Close Loop Based on Wearable DNA-Hydrogel Glucometer and Implantable Optogenetic Cells. JACS AU 2024; 4:1500-1508. [PMID: 38665655 PMCID: PMC11040667 DOI: 10.1021/jacsau.4c00033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 03/23/2024] [Accepted: 03/25/2024] [Indexed: 04/28/2024]
Abstract
Diabetes mellitus and its associated secondary complications have become a pressing global healthcare issue. The current integrated theranostic plan involves a glucometer-tandem pump. However, external condition-responsive insulin delivery systems utilizing rigid glucose sensors pose challenges in on-demand, long-term insulin administration. To overcome these challenges, we present a novel model of antidiabetic management based on printable metallo-nucleotide hydrogels and optogenetic engineering. The conductive hydrogels were self-assembled by bioorthogonal chemistry using oligonucleotides, carbon nanotubes, and glucose oxidase, enabling continuous glucose monitoring in a broad range (0.5-40 mM). The optogenetically engineered cells were enabled glucose regulation in type I diabetic mice via a far-red light-induced transgenic expression of insulin with a month-long avidity. Combining with a microchip-integrated microneedle patch, a prototyped close-loop system was constructed. The glucose levels detected by the sensor were received and converted by a wireless controller to modulate far-infrared light, thereby achieving on-demand insulin expression for several weeks. This study sheds new light on developing next-generation diagnostic and therapy systems for personalized and digitalized precision medicine.
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Affiliation(s)
- Tiantian Man
- School
of Mechanical Engineering, Nanjing University
of Science and Technology, Nanjing 210094, China
| | - Guiling Yu
- Institute
of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai 200241, China
| | - Fulin Zhu
- School
of Mechanical Engineering, Nanjing University
of Science and Technology, Nanjing 210094, China
| | - Yaqi Huang
- School
of Mechanical Engineering, Nanjing University
of Science and Technology, Nanjing 210094, China
| | - Yueyu Wang
- School
of Mechanical Engineering, Nanjing University
of Science and Technology, Nanjing 210094, China
| | - Yan Su
- School
of Mechanical Engineering, Nanjing University
of Science and Technology, Nanjing 210094, China
| | - Shengyuan Deng
- Key
Laboratory of Metabolic Engineering and Biosynthesis Technology of
Ministry of Industry and Information Technology, Nanjing University of Science and Technology, Nanjing 210094, China
| | - Hao Pei
- Shanghai
Key Laboratory of Green Chemistry and Chemical Processes, School of
Chemistry and Molecular Engineering, East
China Normal University, Shanghai 200241, China
| | - Li Li
- Shanghai
Key Laboratory of Green Chemistry and Chemical Processes, School of
Chemistry and Molecular Engineering, East
China Normal University, Shanghai 200241, China
| | - Haifeng Ye
- Institute
of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai 200241, China
| | - Ying Wan
- School
of Mechanical Engineering, Nanjing University
of Science and Technology, Nanjing 210094, China
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7
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Bai J, Liu D, Tian X, Wang Y, Cui B, Yang Y, Dai S, Lin W, Zhu J, Wang J, Xu A, Gu Z, Zhang S. Coin-sized, fully integrated, and minimally invasive continuous glucose monitoring system based on organic electrochemical transistors. SCIENCE ADVANCES 2024; 10:eadl1856. [PMID: 38640241 PMCID: PMC11029813 DOI: 10.1126/sciadv.adl1856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 03/19/2024] [Indexed: 04/21/2024]
Abstract
Continuous glucose monitoring systems (CGMs) are critical toward closed-loop diabetes management. The field's progress urges next-generation CGMs with enhanced antinoise ability, reliability, and wearability. Here, we propose a coin-sized, fully integrated, and wearable CGM, achieved by holistically synergizing state-of-the-art interdisciplinary technologies of biosensors, minimally invasive tools, and hydrogels. The proposed CGM consists of three major parts: (i) an emerging biochemical signal amplifier, the organic electrochemical transistor (OECT), improving the signal-to-noise ratio (SNR) beyond traditional electrochemical sensors; (ii) a microneedle array to facilitate subcutaneous glucose sampling with minimized pain; and (iii) a soft hydrogel to stabilize the skin-device interface. Compared to conventional CGMs, the OECT-CGM offers a high antinoise ability, tunable sensitivity and resolution, and comfort wearability, enabling personalized glucose sensing for future precision diabetes health care. Last, we discuss how OECT technology can help push the limit of detection of current wearable electrochemical biosensors, especially when operating in complicated conditions.
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Affiliation(s)
- Jing Bai
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Dingyao Liu
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Xinyu Tian
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Yan Wang
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Binbin Cui
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Yilin Yang
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Shilei Dai
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Wensheng Lin
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
- School of Biomedical Engineering, Guangzhou Medical University, Guangzhou, China
| | - Jixiang Zhu
- School of Biomedical Engineering, Guangzhou Medical University, Guangzhou, China
| | - Jinqiang Wang
- State Key Laboratory of Advanced Drug Delivery Systems, Key Laboratory of Advanced Drug Delivery Systems of Zhejiang Province, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
| | - Aimin Xu
- State Key Laboratory of Pharmaceutical Biotechnology, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Zhen Gu
- State Key Laboratory of Advanced Drug Delivery Systems, Key Laboratory of Advanced Drug Delivery Systems of Zhejiang Province, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
- Jinhua Institute of Zhejiang University, Jinhua, China
| | - Shiming Zhang
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
- State Key Laboratory of Pharmaceutical Biotechnology, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
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8
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Zhu T, Kuang L, Piao C, Zeng J, Li K, Georgiou P. Population-Specific Glucose Prediction in Diabetes Care With Transformer-Based Deep Learning on the Edge. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 2024; 18:236-246. [PMID: 38163299 DOI: 10.1109/tbcas.2023.3348844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
Leveraging continuous glucose monitoring (CGM) systems, real-time blood glucose (BG) forecasting is essential for proactive interventions, playing a crucial role in enhancing the management of type 1 diabetes (T1D) and type 2 diabetes (T2D). However, developing a model generalized to a population and subsequently embedding it within a microchip of a wearable device presents significant technical challenges. Furthermore, the domain of BG prediction in T2D remains under-explored in the literature. In light of this, we propose a population-specific BG prediction model, leveraging the capabilities of the temporal fusion Transformer (TFT) to adjust predictions based on personal demographic data. Then the trained model is embedded within a system-on-chip, integral to our low-power and low-cost customized wearable device. This device seamlessly communicates with CGM systems through Bluetooth and provides timely BG predictions using edge computing. When evaluated on two publicly available clinical datasets with a total of 124 participants with T1D or T2D, the embedded TFT model consistently demonstrated superior performance, achieving the lowest prediction errors when compared with a range of machine learning baseline methods. Executing the TFT model on our wearable device requires minimal memory and power consumption, enabling continuous decision support for more than 51 days on a single Li-Poly battery charge. These findings demonstrate the significant potential of the proposed TFT model and wearable device in enhancing the quality of life for people with diabetes and effectively addressing real-world challenges.
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9
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Propper-Lewinsohn T, Elran-Barak R, Gillon-Keren M, Yackobovitch-Gavan M, Liberman A, Phillip M, Shalitin S. Disordered Eating Behaviors Among Adolescents and Young Adults with Type 1 Diabetes Treated with Insulin Pumps and Hybrid Closed-Loop Systems. Diabetes Technol Ther 2024; 26:229-237. [PMID: 38090768 DOI: 10.1089/dia.2023.0500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2024]
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.
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Affiliation(s)
- Tamar Propper-Lewinsohn
- The Institute of Endocrinology and Diabetes, Schneider Children's Medical Center, Petah Tikva, Israel
- School of Public Health, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel
| | - Roni Elran-Barak
- School of Public Health, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel
| | - Michal Gillon-Keren
- The Institute of Endocrinology and Diabetes, Schneider Children's Medical Center, Petah Tikva, Israel
- Faculty of Sciences, Kibbutzim College of Education Technology and the Arts, Tel Aviv, Israel
| | - Michal Yackobovitch-Gavan
- The Institute of Endocrinology and Diabetes, Schneider Children's Medical Center, Petah Tikva, Israel
- Department of Epidemiology and Preventive Medicine, School of Public Health, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Alon Liberman
- The Institute of Endocrinology and Diabetes, Schneider Children's Medical Center, Petah Tikva, Israel
| | - Moshe Phillip
- The Institute of Endocrinology and Diabetes, Schneider Children's Medical Center, Petah Tikva, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Shlomit Shalitin
- The Institute of Endocrinology and Diabetes, Schneider Children's Medical Center, Petah Tikva, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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10
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Eldib A, Dhaver S, Kibaa K, Atakov-Castillo A, Salah T, Al-Badri M, Khater A, McCarragher R, Elenani O, Toschi E, Hamdy O. Evaluation of hybrid closed-loop insulin delivery system in type 1 diabetes in real-world clinical practice: One-year observational study. World J Diabetes 2024; 15:455-462. [PMID: 38591074 PMCID: PMC10999042 DOI: 10.4239/wjd.v15.i3.455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 12/08/2023] [Accepted: 01/15/2024] [Indexed: 03/15/2024] Open
Abstract
BACKGROUND In 2016, the Food and Drug Administration approved the first hybrid closed-loop (HCL) insulin delivery system for adults with type 1 diabetes (T1D). There is limited information on the impact of using HCL systems on patient-reported outcomes (PROs) in patients with T1D in real-world clinical practice. In this independent study, we evaluated glycemic parameters and PROs over one year of continuous use of Medtronic's 670G HCL in real-world clinical practice. AIM To assess the effects of hybrid closed loop system on glycemic control and quality of life in adults with T1D. METHODS We evaluated 71 patients with T1D (mean age: 45.5 ± 12.1 years; 59% females; body weight: 83.8 ± 18.7 kg, body mass index: 28.7 ± 5.6 kg/m2, A1C: 7.6% ± 0.8%) who were treated with HCL at Joslin Clinic from 2017 to 2019. We measured A1C and percent of glucose time-in-range (%TIR) at baseline and 12 months. We measured percent time in auto mode (%TiAM) for the last two weeks preceding the final visit and assessed PROs through several validated quality-of-life surveys related to general health and diabetes management. RESULTS At 12 mo, A1C decreased by 0.3% ± 0.1% (P = 0.001) and %TIR increased by 8.1% ± 2.5% (P = 0.002). The average %TiAM was only 64.3% ± 32.8% and was not associated with A1C, %TIR or PROs. PROs, provided at baseline and at the end of the study, showed that the physical functioning submodule of 36Item Short-Form Health Survey increased significantly by 22.9% (P < 0.001). Hypoglycemia fear survey/worry scale decreased significantly by 24.9% (P < 0.000); Problem Areas In Diabetes reduced significantly by -17.2% (P = 0.002). The emotional burden submodules of dietary diversity score reduced significantly by -44.7% (P = 0.001). Furthermore, analysis of Clarke questionnaire showed no increase in awareness of hypoglycemic episodes. WHO-5 showed no improvements in subject's wellbeing among participants after starting the 670G HCL system. Finally, analysis of Pittsburgh Sleep Quality Index showed no difference in sleep quality, sleep latency, or duration of sleep from baseline to 12 mo. CONCLUSION The use of HCL in real-world clinical practice for one year was associated with significant improvements in A1C, %TIR, physical functioning, hypoglycemia fear, emotional distress, and emotional burden related to diabetes management. However, these changes were not associated with time in auto mode.
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Affiliation(s)
- Ahmed Eldib
- Department of Clinical, Behavioral & Outcomes Research, Joslin Diabetes Center, Boston, MA 02215, United States
- Department of Medicine, Harvard Medical School, Boston, MA 02115, United States
| | - Shilton Dhaver
- Department of Clinical, Behavioral & Outcomes Research, Joslin Diabetes Center, Boston, MA 02215, United States
| | - Karim Kibaa
- Department of Clinical, Behavioral & Outcomes Research, Joslin Diabetes Center, Boston, MA 02215, United States
- Department of Medicine, Harvard Medical School, Boston, MA 02115, United States
| | - Astrid Atakov-Castillo
- Department of Clinical, Behavioral & Outcomes Research, Joslin Diabetes Center, Boston, MA 02215, United States
| | - Tareq Salah
- Department of Clinical, Behavioral & Outcomes Research, Joslin Diabetes Center, Boston, MA 02215, United States
- Department of Medicine, Harvard Medical School, Boston, MA 02115, United States
| | - Marwa Al-Badri
- Department of Clinical, Behavioral & Outcomes Research, Joslin Diabetes Center, Boston, MA 02215, United States
- Department of Medicine, Harvard Medical School, Boston, MA 02115, United States
| | - Abdelrahman Khater
- Department of Clinical, Behavioral & Outcomes Research, Joslin Diabetes Center, Boston, MA 02215, United States
- Department of Medicine, Harvard Medical School, Boston, MA 02115, United States
| | - Ryan McCarragher
- Department of Clinical, Behavioral & Outcomes Research, Joslin Diabetes Center, Boston, MA 02215, United States
| | - Omnia Elenani
- Department of Clinical, Behavioral & Outcomes Research, Joslin Diabetes Center, Boston, MA 02215, United States
| | - Elena Toschi
- Department of Clinical, Behavioral & Outcomes Research, Joslin Diabetes Center, Boston, MA 02215, United States
- Department of Medicine, Harvard Medical School, Boston, MA 02115, United States
| | - Osama Hamdy
- Department of Clinical, Behavioral & Outcomes Research, Joslin Diabetes Center, Boston, MA 02215, United States
- Department of Medicine, Harvard Medical School, Boston, MA 02115, United States
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11
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Barnard-Kelly K, Thienel F, Mader JK, Oliver N, Franek E, Vesper I, Dagenbach N, Vogt G, Etter T, Künsting T. A Three-Arm Randomized Controlled Study Comparing Patient-Reported Outcomes in People With Type 1 Diabetes Using Continuous Subcutaneous Insulin Infusion or Multiple Daily Injections. J Diabetes Sci Technol 2024:19322968241234055. [PMID: 38456441 DOI: 10.1177/19322968241234055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/09/2024]
Abstract
BACKGROUND The aim of this study was to compare patient-reported outcomes (PROs) in people with type 1 diabetes using either continuous subcutaneous insulin infusion (CSII) with two different insulin patch pumps or multiple daily injections (MDIs). MATERIALS AND METHODS In this randomized three-arm study, people with type 1 diabetes on MDI therapy were included and used either MDI, the Accu-Chek Solo micropump system (Solo) or Omnipod for 26 weeks. From weeks 26 to 39, all participants used CSII with Solo. Patient-reported outcomes were assessed using the diabetes technology questionnaire (DTQ); in addition, HbA1c values were measured. RESULTS Overall, 181 participants were randomized (61 MDI arm, 62 Solo arm, 58 Omnipod arm) and 142 completed the study. After 26 weeks in the study, the DTQ "change" score in the Solo group (105.9 [100.6-111.2]; baseline-adjusted mean [95% confidence interval]) was significantly higher than in the MDI group (94.8 [89.6-100.0]) (P = .001). The comparison between the Solo group (105.1 [99.1-111.1]) and the Omnipod group (108.7 [103.1-114.4]) showed no significant differences (P = .382). HbA1c increased by 0.2% ± 0.7% in the MDI group and decreased in both pump groups (Solo group -0.2% ± 0.8% and Omnipod group -0.1% ± 0.8%). Differences in HbA1c between the Solo group and the MDI group were significant (P = .009), but not between the Solo group and the Omnipod group (P = .896). CONCLUSIONS This study showed that switching from MDI to CSII improves both psychosocial well-being and physiological outcomes. Furthermore, there were no substantial differences between the established and the recently released patch pump. Trial registration at www.clinicaltrials.gov is NCT03478969.
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Affiliation(s)
| | - Florian Thienel
- Christliches Krankenhaus Quakenbrück GmbH, Quakenbrück, Germany
| | - Julia K Mader
- Division of Endocrinology and Diabetology, Medical University of Graz, Graz, Austria
| | - Nick Oliver
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
| | - Edward Franek
- Central Clinical Hospital of the MSWiA in Warsaw, Warsaw, Poland
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12
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Glyn T, Fourlanos S, Paldus B, Flint S, Armstrong E, Andrews RC, Narendran P, Wentworth J. The Need to Prioritize Education and Resources to Support Exercise in Type 1 Diabetes: Results of an Australian Survey of Adults With Type 1 Diabetes and Health Providers. Can J Diabetes 2024; 48:105-111.e5. [PMID: 38040407 DOI: 10.1016/j.jcjd.2023.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 11/06/2023] [Accepted: 11/24/2023] [Indexed: 12/03/2023]
Abstract
OBJECTIVES Regular exercise is recommended for people with type 1 diabetes (PWD) to improve their health, but many do not meet recommended exercise targets. Educational resources supporting PWD to exercise exist, but their value is unclear. To determine the need for improved exercise resources in Australia, we surveyed adult PWD and health providers (HPs) about their confidence in managing type 1 diabetes (T1D) around exercise, barriers to exercise, and the adequacy of current resources. METHODS Australian adult PWD and HPs completed surveys to rate the importance of exercise in T1D management, confidence in managing T1D around exercise, barriers to giving and receiving education, resources used, and what form new resources should take. RESULTS Responses were received from 128 PWD and 122 HPs. Both groups considered exercise to be important for diabetes management. PWD cited time constraints (57%) and concern about dysglycemia (43%) as barriers to exercise, and many lacked confidence in managing T1D around exercise. HPs were more confident, but experienced barriers to providing advice, and PWD did not tend to rely on this advice. Instead, 72% of PWD found continuous glucose monitoring most helpful. Both groups desired better resources to support exercise in T1D, with PWD preferring to obtain information through a structured education program and HPs through eLearning. CONCLUSIONS Australian HPs and PWD appreciate the importance of exercise in T1D management and express a clear desire for improved educational resources. Our findings provide a basis for developing a comprehensive package of resources for both adult PWD and HPs, to support exercise in PWD.
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Affiliation(s)
- Tessa Glyn
- Department of Diabetes and Endocrinology, Royal Melbourne Hospital, Parkville, Victoria, Australia.
| | - Spiros Fourlanos
- Department of Diabetes and Endocrinology, Royal Melbourne Hospital, Parkville, Victoria, Australia; Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia; Australian Centre for Accelerating Diabetes Innovations, University of Melbourne, Parkville, Victoria, Australia
| | - Barbora Paldus
- Department of Diabetes and Endocrinology, Royal Melbourne Hospital, Parkville, Victoria, Australia; Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia; Department of Endocrinology and Diabetes, St. Vincent's Hospital, Melbourne, Victoria, Australia
| | - Steve Flint
- Department of Diabetes and Endocrinology, Royal Melbourne Hospital, Parkville, Victoria, Australia; Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia
| | - Emma Armstrong
- Department of Diabetes and Endocrinology, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Robert Charles Andrews
- University of Exeter Medical School, Exeter, United Kingdom; Department of Diabetes, Taunton and Somerset NHS Foundation Trust, Taunton, United Kingdom
| | - Parth Narendran
- Department of Diabetes, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom; Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - John Wentworth
- Department of Diabetes and Endocrinology, Royal Melbourne Hospital, Parkville, Victoria, Australia; Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia; Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
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13
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Schütz A, Rami-Merhar B, Schütz-Fuhrmann I, Blauensteiner N, Baumann P, Pöttler T, Mader JK. Retrospective Comparison of Commercially Available Automated Insulin Delivery With Open-Source Automated Insulin Delivery Systems in Type 1 Diabetes. J Diabetes Sci Technol 2024:19322968241230106. [PMID: 38366626 DOI: 10.1177/19322968241230106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/18/2024]
Abstract
BACKGROUND Automated insulin delivery (AID) systems have shown to improve glycemic control in a range of populations and settings. At the start of this study, only one commercial AID system had entered the Austrian market (MiniMed 670G, Medtronic). However, there is an ever-growing community of people living with type 1 diabetes (PWT1D) using open-source (OS) AID systems. MATERIALS AND METHODS A total of 144 PWT1D who used either the MiniMed 670G (670G) or OS-AID systems routinely for a period of at least three to a maximum of six months, between February 18, 2020 and January 15, 2023, were retrospectively analyzed (116 670G aged from 2.6 to 71.8 years and 28 OS-AID aged from 3.4 to 53.5 years). The goal is to evaluate and compare the quality of glycemic control of commercially available AID and OS-AID systems and to present all data by an in-depth descriptive analysis of the population. No statistical tests were performed. RESULTS The PWT1D using OS-AID systems spent more time in range (TIR)70-180 mg/dL (81.7% vs 73.9%), less time above range (TAR)181-250 mg/dL (11.1% vs 19.6%), less TAR>250 mg/dL (2.5% vs 4.3%), and more time below range (TBR)54-69 mg/dL (2.2% vs 1.7%) than PWT1D using the 670G system. The TBR<54 mg/dL was comparable in both groups (0.3% vs 0.4%). In the OS-AID group, median glucose level and glycated hemoglobin (HbA1c) were lower than in the 670G system group (130 vs 150 mg/dL; 6.2% vs 7.0%). CONCLUSION In conclusion, both groups were able to achieve satisfactory glycemic outcomes independent of age, gender, and diabetes duration. However, the PWT1D using OS-AID systems attained an even better glycemic control with no clinical safety concerns.
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Affiliation(s)
- Anna Schütz
- Department of Pediatric and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Birgit Rami-Merhar
- Department of Pediatric and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Ingrid Schütz-Fuhrmann
- Karl Landsteiner Institute, Endocrinology and Nephrology, Vienna, Austria
- Department of Endocrinology and Nephrology, Clinic Hietzing, Vienna Health Care Group, Vienna, Austria
| | - Nicole Blauensteiner
- Department of Pediatric and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Petra Baumann
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Tina Pöttler
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Julia K Mader
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
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14
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Casagrande V, Menini S, Internò C, Pugliese G, Federici M, Menghini R. TIMP3 overexpression in myeloid lineage alleviates pancreatic damage and confers resistance to the development of type 1 diabetes in the MLDS -induced model. Front Endocrinol (Lausanne) 2024; 14:1297847. [PMID: 38313841 PMCID: PMC10835381 DOI: 10.3389/fendo.2023.1297847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 12/27/2023] [Indexed: 02/06/2024] Open
Abstract
Introduction Type 1 diabetes mellitus (T1DM) development involves a complex interplay of genetic, environmental, and immunological factors. By modulating the activity of proteases and receptors, the protein tissue inhibitor of metalloproteinase 3 (TIMP3) plays a role in limiting the expression and function of pro-inflammatory cytokines, which have been implicated in the advancement of T1DM. This study was aimed at examining the effect of TIMP3 overexpression in myeloid cells on the development of T1DM. Methods and results Twelve weeks after multiple low doses of streptozotocin (MLDS) treatment, diabetic mice overexpressing TIMP3 specifically in myeloid cells under the CD68 promoter (MacT3 mice) showed improved insulin secretion, islet morphology and vascularization, antioxidant defense system, and regulatory factors of mitochondrial biosynthesis and function. To get mechanistic insights into the origin of this protection, the severity of insulitis and inflammatory parameters were evaluated in pancreatic tissues 11 days after MLSD treatment, showing significantly reduced insulitis and levels of the pro-inflammatory cytokine tumor necrosis factor-α, interleukin -1β, and interferon -γ in MacT3 mice. Discussion The results indicate that TIMP3 is involved in maintaining islet architecture and functions, at least in part, through modulation of pro-inflammatory cytokine production associated with insulitis and may represent a novel therapeutic strategy for T1DM.
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Affiliation(s)
- Viviana Casagrande
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Stefano Menini
- Department of Clinical and Molecular Medicine, Sapienza University, Rome, Italy
| | - Chiara Internò
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Giuseppe Pugliese
- Department of Clinical and Molecular Medicine, Sapienza University, Rome, Italy
| | - Massimo Federici
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
- Center for Atherosclerosis, Department of Medical Sciences, University Hospital Policlinico Tor Vergata, Rome, Italy
| | - Rossella Menghini
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
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15
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Jacquemier P, Retory Y, Virbel-Fleischman C, Schmidt A, Ostertag A, Cohen-Solal M, Alzaid F, Potier L, Julla JB, Gautier JF, Venteclef N, Riveline JP. New ex vivo method to objectively assess insulin spatial subcutaneous dispersion through time during pump basal-rate based administration. Sci Rep 2023; 13:20052. [PMID: 37973963 PMCID: PMC10654403 DOI: 10.1038/s41598-023-46993-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 11/07/2023] [Indexed: 11/19/2023] Open
Abstract
Glycemic variability remains frequent in patients with type 1 diabetes treated with insulin pumps. Heterogeneous spreads of insulin infused by pump in the subcutaneous (SC) tissue are suspected but were barely studied. We propose a new real-time ex-vivo method built by combining high-precision imaging with simultaneous pressure measurements, to obtain a real-time follow-up of insulin subcutaneous propagation. Human skin explants from post-bariatric surgery are imaged in a micro-computed tomography scanner, with optimised parameters to reach one 3D image every 5 min during 3 h of 1UI/h infusion. Pressure inside the tubing is recorded. A new index of dispersion (IoD) is introduced and computed upon the segmented 3D insulin depot per time-step. Infusions were hypodermal in 58.3% among 24 assays, others being intradermal or extradermal. Several minor bubbles and one occlusion were observed. IoD increases with time for all injections. Inter-assay variability is the smallest for hypodermal infusions. Pressure elevations were observed, synchronised with air bubbles arrivals in the tissue. Results encourage the use of this method to compare infusion parameters such as pump model, basal rate, catheter characteristics, infusion site characteristics or patient phenotype.
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Affiliation(s)
- Pauline Jacquemier
- Institut Necker Enfants Malades (INEM), IMMEDIAB Laboratory, Université de Paris Cité, INSERM U1151, Paris, France
- Centre Explor, ALHIST - Air Liquide Healthcare, Bagneux, France
| | - Yann Retory
- LVL Médical Groupe, Lyon, France
- CIAMS, Univ. Paris-Sud, Université Paris-Saclay, 91405, Orsay Cedex, France
- CIAMS, Université d'Orléans, 45067, Orléans, France
| | | | | | - Agnes Ostertag
- Université Paris Cité, Inserm U1132 BIOSCAR, 75010, Paris, France
| | - Martine Cohen-Solal
- Université Paris Cité, Inserm U1132 BIOSCAR, 75010, Paris, France
- Service de Rhumatologie, Lariboisiere Hospital, AP-HP, 75010, Paris, France
| | - Fawaz Alzaid
- Institut Necker Enfants Malades (INEM), IMMEDIAB Laboratory, Université de Paris Cité, INSERM U1151, Paris, France
- Dasman Diabetes Institute, Kuwait City, Kuwait
| | - Louis Potier
- Institut Necker Enfants Malades (INEM), IMMEDIAB Laboratory, Université de Paris Cité, INSERM U1151, Paris, France
- Université Paris Cité, UFR de Médecine, Paris, France
- Department of Diabetology, Endocrinology and Nutrition, Bichat Hospital, APHP, Paris, France
| | - Jean-Baptiste Julla
- Institut Necker Enfants Malades (INEM), IMMEDIAB Laboratory, Université de Paris Cité, INSERM U1151, Paris, France
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie Et de Santé Publique, 75013, Paris, France
- Service of Diabetology, Endocrinology and Nutrition, Federation de Diabetologie, Lariboisiere Hospital, 2 Rue Ambroise Paré, 75010, Paris, AP-HP, France
| | - Jean-François Gautier
- Institut Necker Enfants Malades (INEM), IMMEDIAB Laboratory, Université de Paris Cité, INSERM U1151, Paris, France
- Université Paris Cité, UFR de Médecine, Paris, France
- Service of Diabetology, Endocrinology and Nutrition, Federation de Diabetologie, Lariboisiere Hospital, 2 Rue Ambroise Paré, 75010, Paris, AP-HP, France
| | - Nicolas Venteclef
- Institut Necker Enfants Malades (INEM), IMMEDIAB Laboratory, Université de Paris Cité, INSERM U1151, Paris, France
| | - Jean-Pierre Riveline
- Institut Necker Enfants Malades (INEM), IMMEDIAB Laboratory, Université de Paris Cité, INSERM U1151, Paris, France.
- Université Paris Cité, UFR de Médecine, Paris, France.
- Service of Diabetology, Endocrinology and Nutrition, Federation de Diabetologie, Lariboisiere Hospital, 2 Rue Ambroise Paré, 75010, Paris, AP-HP, France.
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16
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Abubakar IN, Essabbar M, Saikouk H. Analysis of the performances of various controllers adopted in the biomedical field for blood glucose regulation: a case study of the type-1 diabetes. J Med Eng Technol 2023; 47:376-388. [PMID: 38757394 DOI: 10.1080/03091902.2024.2353036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 05/01/2024] [Indexed: 05/18/2024]
Abstract
Diabetes remains a critical global health concern that necessitates urgent attention. The contemporary clinical approach to closed-loop care, specifically tailored for insulin-dependent patients, aims to precisely monitor blood glucose levels while mitigating the risks of hyperglycaemia and hypoglycaemia due to erroneous insulin dosing. This study seeks to address this life-threatening issue by assessing and comparing the performance of different controllers to achieve quicker settling and convergence rates with reduced steady-state errors, particularly in scenarios involving meal interruptions. The methodology involves the detection of plasma blood glucose levels, delivery of precise insulin doses to the actuator through a control architecture, and subsequent administration of the calculated insulin dosage to patients based on the control signal. Glucose-insulin dynamics were modelled using kinetics and mass balance equations from the Bergman minimal model. The simulation results revealed that the PID controller exhibited superior performance, maintaining blood glucose concentration around the preferred threshold ∼98.8% of the time, with a standard deviation of 2.50. This was followed by RST with a success rate of 98.5% and standard deviation of 5.00, SPC with a success rate of 58% and standard deviation of 2.99, SFC with a success rate of 55% and standard deviation of 10.08, and finally LCFB with a rate of 10% and significantly higher standard deviation of 64.55.
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Affiliation(s)
| | - Moad Essabbar
- Euromed Research Center, Euromed University of Fes, Fez, Morocco
| | - Hajar Saikouk
- Euromed Research Center, Euromed University of Fes, Fez, Morocco
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17
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Kobos E, Rojkowska S, Szewczyk A, Dziedzic B. Burden of care and a sense of loneliness in caregivers of children with type 1 diabetes. a cross-sectional study. Biopsychosoc Med 2023; 17:34. [PMID: 37803450 PMCID: PMC10559508 DOI: 10.1186/s13030-023-00291-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 09/24/2023] [Indexed: 10/08/2023] Open
Abstract
BACKGROUND Treatment of type 1 diabetes is a process involving not only sick children, but also their caregivers. AIM To assess the burden of care and sense of loneliness in caregivers of children with type 1 diabetes. Also, an analysis was conducted of the connection between sociodemographic factors characterizing caregivers and the clinical factors characterizing sick children and between the burden of care and the sense of loneliness. MATERIALS AND METHODS The study included 125 caregivers of children with type 1 diabetes. In order to collect the research data, the Caregiver Burden Scale and the Revised UCLA Loneliness Scale were used. RESULTS In the research group, the total result in the caregiving burden scale was 2.14, which remains within the average burden level. Caregivers showed the highest burden level in the General Strain Subscale. The analysis showed that mothers experience a greater burden of care than fathers in the General Strain Subscale and that caregivers of younger children are more burdened with care within the Isolation and Disappointment Subscales. Moderate high degree of loneliness was shown in 4.8% of caregivers. A higher burden of care for caregivers of children with type 1 diabetes is accompanied by a higher sense of loneliness. CONCLUSIONS The results of this study may help healthcare professionals plan a holistic, family-centered care program that will take into account factors that increase the burden of care: younger age of the affected child, motherhood, caregiver unemployment, feelings of loneliness, lower education, caregiver unemployment, blood glucose meter measurements, and frequent night-time blood glucose measurements.
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Affiliation(s)
- Ewa Kobos
- Department of Development of Nursing, Social and Medical Sciences, Faculty of Health Sciences, Medical University of Warsaw, Warsaw, Poland
- Polish Federation for Diabetes Education, Warsaw, Poland
| | | | - Alicja Szewczyk
- Polish Federation for Diabetes Education, Warsaw, Poland
- Children’s Memorial Health Institute, Warsaw, Poland
| | - Beata Dziedzic
- Department of Development of Nursing, Social and Medical Sciences, Faculty of Health Sciences, Medical University of Warsaw, Warsaw, Poland
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18
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Jacobsen LM, Sherr JL, Considine E, Chen A, Peeling SM, Hulsmans M, Charleer S, Urazbayeva M, Tosur M, Alamarie S, Redondo MJ, Hood KK, Gottlieb PA, Gillard P, Wong JJ, Hirsch IB, Pratley RE, Laffel LM, Mathieu C. Utility and precision evidence of technology in the treatment of type 1 diabetes: a systematic review. COMMUNICATIONS MEDICINE 2023; 3:132. [PMID: 37794113 PMCID: PMC10550996 DOI: 10.1038/s43856-023-00358-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 09/15/2023] [Indexed: 10/06/2023] Open
Abstract
BACKGROUND The greatest change in the treatment of people living with type 1 diabetes in the last decade has been the explosion of technology assisting in all aspects of diabetes therapy, from glucose monitoring to insulin delivery and decision making. As such, the aim of our systematic review was to assess the utility of these technologies as well as identify any precision medicine-directed findings to personalize care. METHODS Screening of 835 peer-reviewed articles was followed by systematic review of 70 of them (focusing on randomized trials and extension studies with ≥50 participants from the past 10 years). RESULTS We find that novel technologies, ranging from continuous glucose monitoring systems, insulin pumps and decision support tools to the most advanced hybrid closed loop systems, improve important measures like HbA1c, time in range, and glycemic variability, while reducing hypoglycemia risk. Several studies included person-reported outcomes, allowing assessment of the burden or benefit of the technology in the lives of those with type 1 diabetes, demonstrating positive results or, at a minimum, no increase in self-care burden compared with standard care. Important limitations of the trials to date are their small size, the scarcity of pre-planned or powered analyses in sub-populations such as children, racial/ethnic minorities, people with advanced complications, and variations in baseline glycemic levels. In addition, confounders including education with device initiation, concomitant behavioral modifications, and frequent contact with the healthcare team are rarely described in enough detail to assess their impact. CONCLUSIONS Our review highlights the potential of technology in the treatment of people living with type 1 diabetes and provides suggestions for optimization of outcomes and areas of further study for precision medicine-directed technology use in type 1 diabetes.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Mustafa Tosur
- Baylor College of Medicine, Texas Children's Hospital, Houston, TX, USA
- Children's Nutrition Research Center, USDA/ARS, Houston, TX, USA
| | - Selma Alamarie
- Stanford University School of Medicine, Stanford, CA, USA
| | - Maria J Redondo
- Baylor College of Medicine, Texas Children's Hospital, Houston, TX, USA
| | - Korey K Hood
- Stanford University School of Medicine, Stanford, CA, USA
| | - Peter A Gottlieb
- Barbara Davis Center, University of Colorado School of Medicine, Aurora, CO, USA
| | | | - Jessie J Wong
- Children's Nutrition Research Center, USDA/ARS, Houston, TX, USA
| | - Irl B Hirsch
- University of Washington School of Medicine, Seattle, WA, USA
| | | | - Lori M Laffel
- Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA
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19
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Kim YC, Wolf RM, Busin KM, Vanderhoek SM. Perioperative maintenance of hybrid closed loop insulin pump systems in youth with type 1 diabetes mellitus: A case series. Paediatr Anaesth 2023; 33:862-867. [PMID: 37489542 DOI: 10.1111/pan.14732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 06/07/2023] [Accepted: 07/10/2023] [Indexed: 07/26/2023]
Abstract
Current guidelines support the use of continuous glucose monitoring devices and insulin pumps in minor surgical procedures for pediatric patients with type 1 diabetes mellitus. However, there are few reported cases of using hybrid closed loop technology in the perioperative period. This retrospective case series presents seven pediatric patients with type 1 diabetes who underwent eight surgical procedures with maintenance of hybrid closed loop systems. This paper also provides considerations for future use of hybrid closed loop systems perioperatively.
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Affiliation(s)
- Yoohee Claire Kim
- Department of Pediatrics, Division of Endocrinology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Risa M Wolf
- Department of Pediatrics, Division of Endocrinology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kelly M Busin
- Department of Pediatrics, Division of Endocrinology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Samuel M Vanderhoek
- Department of Anesthesiology and Critical Care Medicine, Division of Pediatric Anesthesia, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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20
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Liu F, Chen Q, Cao B, Du M, Cui Y, Huang A, Li Y, Wei H. Status and related factors of anxiety of primary caregivers of children with type 1 diabetes: a prospective study. Endocr J 2023; 70:875-882. [PMID: 37357391 DOI: 10.1507/endocrj.ej22-0640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/27/2023] Open
Abstract
Primary caregivers of children with type 1 diabetes mellitus (T1DM) are prone to negative emotions. This study explored the anxiety status of the caregivers and analyzed the related factors. In this prospective study, 245 primary caregivers of T1DM children who were reexamined in the outpatient clinic of Children's Hospital affiliated to Zhengzhou University between April 2020 and Sep 2022 were surveyed with a questionnaire and the Hamilton Anxiety Rating Scale (HAMA). The detection rate of anxiety symptoms in T1DM primary caregivers was 21.2%, with a total score of HAMA score of 11.74 ± 2.50. There were significant differences between the anxiety and non-anxiety groups in treatment method, HbA1C to standard (≤7.0%), severe hypoglycemia in the last 1 year and the number of adolescent cases (χ2 = 15.798, p = 0.000; χ2 = 4.197, p = 0.040; χ2 = 5.291, p = 0.021; χ2 = 14.279, p = 0.000). Multivariable logistic regression analysis showed that insulin pump treatment, HbA1C to standard (≤7.0%) and adolescence were associated with anxiety in primary caregivers (OR = 4.040, 95%CI 1.969-8.289, p = 0.000; OR = 0.472, 95%CI 0.237-0.955, p = 0.037; OR = 2.952, 95%CI 1.495-5.831, p = 0.002). Pediatric endocrine care should pay more attention to the anxiety of the caregivers of adolescent T1DM children treated with insulin pumps while helping the children manage their disease.
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Affiliation(s)
- Fang Liu
- Department of Endocrinology and Inherited Metabolic, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Henan Provincial Key Laboratory of Children's Genetics and Metabolic Diseases, Zhengzhou, Henan 450018, China
| | - Qiong Chen
- Department of Endocrinology and Inherited Metabolic, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Henan Provincial Key Laboratory of Children's Genetics and Metabolic Diseases, Zhengzhou, Henan 450018, China
| | - Bingyan Cao
- Department of Endocrinology, Genetics, and Metabolism, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Mengmeng Du
- Department of Endocrinology and Inherited Metabolic, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Henan Provincial Key Laboratory of Children's Genetics and Metabolic Diseases, Zhengzhou, Henan 450018, China
| | - Yan Cui
- Department of Endocrinology and Inherited Metabolic, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Henan Provincial Key Laboratory of Children's Genetics and Metabolic Diseases, Zhengzhou, Henan 450018, China
| | - Ai Huang
- Department of Endocrinology and Inherited Metabolic, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Henan Provincial Key Laboratory of Children's Genetics and Metabolic Diseases, Zhengzhou, Henan 450018, China
| | - Yangshiyu Li
- Department of Endocrinology and Inherited Metabolic, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Henan Provincial Key Laboratory of Children's Genetics and Metabolic Diseases, Zhengzhou, Henan 450018, China
| | - Haiyan Wei
- Department of Endocrinology and Inherited Metabolic, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Henan Provincial Key Laboratory of Children's Genetics and Metabolic Diseases, Zhengzhou, Henan 450018, China
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21
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Vargas E, Nandhakumar P, Ding S, Saha T, Wang J. Insulin detection in diabetes mellitus: challenges and new prospects. Nat Rev Endocrinol 2023:10.1038/s41574-023-00842-3. [PMID: 37217746 DOI: 10.1038/s41574-023-00842-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/19/2023] [Indexed: 05/24/2023]
Abstract
Tremendous progress has been made towards achieving tight glycaemic control in individuals with diabetes mellitus through the use of frequent or continuous glucose measurements. However, in patients who require insulin, accurate dosing must consider multiple factors that affect insulin sensitivity and modulate insulin bolus needs. Accordingly, an urgent need exists for frequent and real-time insulin measurements to closely track the dynamic blood concentration of insulin during insulin therapy and guide optimal insulin dosing. Nevertheless, traditional centralized insulin testing cannot offer timely measurements, which are essential to achieving this goal. This Perspective discusses the advances and challenges in moving insulin assays from traditional laboratory-based assays to frequent and continuous measurements in decentralized (point-of-care and home) settings. Technologies that hold promise for insulin testing using disposable test strips, mobile systems and wearable real-time insulin-sensing devices are discussed. We also consider future prospects for continuous insulin monitoring and for fully integrated multisensor-guided closed-loop artificial pancreas systems.
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Affiliation(s)
- Eva Vargas
- Department of Nanoengineering, University of California San Diego, La Jolla, CA, USA
| | - Ponnusamy Nandhakumar
- Department of Nanoengineering, University of California San Diego, La Jolla, CA, USA
| | - Shichao Ding
- Department of Nanoengineering, University of California San Diego, La Jolla, CA, USA
| | - Tamoghna Saha
- Department of Nanoengineering, University of California San Diego, La Jolla, CA, USA
| | - Joseph Wang
- Department of Nanoengineering, University of California San Diego, La Jolla, CA, USA.
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22
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Almurashi AM, Rodriguez E, Garg SK. Emerging Diabetes Technologies: Continuous Glucose Monitors/Artificial Pancreases. J Indian Inst Sci 2023; 103:1-26. [PMID: 37362851 PMCID: PMC10043869 DOI: 10.1007/s41745-022-00348-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 11/04/2022] [Indexed: 03/30/2023]
Abstract
Over the past decade there have been many advances in diabetes technologies, such as continuous glucose monitors (CGM s), insulin-delivery devices, and hybrid closed loop systems . Now most CGMs (Medtronic-Guardian, Dexcom-G6, and Abbott-Libre-2) have MARD values of < 10%, in contrast to two decades ago when the MARD used to be > 20%. In addition, the majority of the new CGMs do not require calibrations, and the latest CGMs last for 10-14 days. An implantable 6-months CGM by Eversense-3 is now approved in the USA and Europe. Recently, the FDA approved Libre 3 which provides real-time glucose values every minute. Even though it is approved as an iCGM it is not interoperable with automatic-insulin-delivery (AID) systems. The newer CGMs that are likely to be launched in the next few months in the USA include the 10-11 days Dexcom G7 (60% smaller than the existing G6), and the 7-days Medtronic Guardian 4. Most of the newer CGM have several features like automatic initialization, easy insertion, predictive alarms, and alerts. It has also been noticed that an arm insertion site might have better accuracy than abdomen or other sites, like the buttock for kids. Lag time between YSI and different sensors have been reported differently, sometimes it is down to 2-3 min; however, in many instances, it is still 15-20 min, especially when the rate of change of glucose is > 2 mg/min. We believe that in the next decade there will be a significant increase in the number of people who use CGM for their day-to-day diabetes care.
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Affiliation(s)
- Abdulhalim M. Almurashi
- Barbara Davis Center for Diabetes, University of Colorado Denver, 1775 Aurora Ct, Rm 1324, Aurora, CO 80045 USA
- Madinah Health Cluster, Madinah, Saudi Arabia
| | - Erika Rodriguez
- Barbara Davis Center for Diabetes, University of Colorado Denver, 1775 Aurora Ct, Rm 1324, Aurora, CO 80045 USA
| | - Satish K. Garg
- Barbara Davis Center for Diabetes, University of Colorado Denver, 1775 Aurora Ct, Rm 1324, Aurora, CO 80045 USA
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23
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Lombardo F, Passanisi S, Alibrandi A, Bombaci B, Bonfanti R, Delvecchio M, Di Candia F, Mozzillo E, Piccinno E, Piona CA, Rigamonti A, Scialabba F, Maffeis C, Salzano G. MiniMed 780G Six-Month Use in Children and Adolescents with Type 1 Diabetes: Clinical Targets and Predictors of Optimal Glucose Control. Diabetes Technol Ther 2023. [PMID: 36763343 DOI: 10.1089/dia.2022.0491] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
Background: The aim of this multicenter observational real-world study was to investigate glycemic outcomes in children and adolescents with type 1 diabetes over the first 6-month use of MiniMed™ 780G. The secondary objective was to evaluate demographic and clinical factors that may be significantly associated with the achievement of therapeutic goals. Methods: Demographic, anamnestic, and clinical data of study participants were collected at the time of enrollment. Data on ambulatory glucose profile were acquired at 3 and 6 months after activating automatic mode. Aggregated glucose metrics and device settings of the entire study period were analyzed to identify predictors of optimal glycemic control, assessed by the concomitant achievement of time in range (TIR) >70%, coefficient of variation (CV) <36%, glucose management indicator (GMI) <7%, and time below range (TBR) <4%. Results: Our study cohort consisted of 111 children and adolescents (54.1% female) aged 7-18 years. All the most relevant clinical targets were achieved according to recommendations from the International Consensus both at 3 and 6 months. When considering aggregated data, primary goals in terms of TIR, CV, GMI, and TBR were achieved, respectively, by 72.1%, 74.8%, 68.5%, and 74.8% of participants. In addition, 44 individuals (39.6%) concomitantly addressed all the above clinical targets. Regression analysis revealed that older age, briefer duration of disease, and shorter active insulin time were significant predictors of optimal glucose control. Comparing two groups of individuals stratified according to the glycated hemoglobin (HbA1c) mean value in the year preceding MiniMed 780G use, achieving glycemic targets was observed in the subgroup with lower HbA1c. Conclusions: Our study highlights the effectiveness and safety of MiniMed 780G in the pediatric population. More extensive and personalized training on advanced hybrid closed-loop use should be considered for younger people and those with long disease duration.
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Affiliation(s)
- Fortunato Lombardo
- Department of Human Pathology in Adult and Developmental Age "Gaetano Barresi," University of Messina, Messina, Italy
| | - Stefano Passanisi
- Department of Human Pathology in Adult and Developmental Age "Gaetano Barresi," University of Messina, Messina, Italy
| | - Angela Alibrandi
- Department of Economics, Unit of Statistical and Mathematical Sciences, University of Messina, Messina, Italy
| | - Bruno Bombaci
- Department of Human Pathology in Adult and Developmental Age "Gaetano Barresi," University of Messina, Messina, Italy
| | | | - Maurizio Delvecchio
- Metabolic Disease and Genetics Unit, Giovanni XXIII Children's Hospital, Bari, Italy
| | - Francesca Di Candia
- Department of Translational Medical Science, Section of Pediatrics, Regional Center of Pediatric Diabetes, Federico II University of Naples, Naples, Italy
| | - Enza Mozzillo
- Department of Translational Medical Science, Section of Pediatrics, Regional Center of Pediatric Diabetes, Federico II University of Naples, Naples, Italy
| | - Elvira Piccinno
- Metabolic Disease and Genetics Unit, Giovanni XXIII Children's Hospital, Bari, Italy
| | - Claudia Anita Piona
- Pediatric Diabetes and Metabolic Disorders Unit, Regional Center for Pediatric Diabetes, University City Hospital, Verona, Italy
| | - Andrea Rigamonti
- Diabetes Research Institute, San Raffaele Hospital, Milano, Italy
| | | | - Claudio Maffeis
- Pediatric Diabetes and Metabolic Disorders Unit, Regional Center for Pediatric Diabetes, University City Hospital, Verona, Italy
| | - Giuseppina Salzano
- Department of Human Pathology in Adult and Developmental Age "Gaetano Barresi," University of Messina, Messina, Italy
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24
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Fu Q, Murray CI, Karpov OA, Van Eyk JE. Automated proteomic sample preparation: The key component for high throughput and quantitative mass spectrometry analysis. MASS SPECTROMETRY REVIEWS 2023; 42:873-886. [PMID: 34786750 PMCID: PMC10339360 DOI: 10.1002/mas.21750] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 10/11/2021] [Accepted: 10/27/2021] [Indexed: 06/13/2023]
Abstract
Sample preparation for mass spectrometry-based proteomics has many tedious and time-consuming steps that can introduce analytical errors. In particular, the steps around the proteolytic digestion of protein samples are prone to inconsistency. One route for reliable sample processing is the development and optimization of a workflow utilizing an automated liquid handling workstation. Diligent assessment of the sample type, protocol design, reagents, and incubation conditions can significantly improve the speed and consistency of preparation. When combining robust liquid chromatography-mass spectrometry with either discovery or targeted methods, automated sample preparation facilitates increased throughput and reproducible quantitation of biomarker candidates. These improvements in analysis are also essential to process the large patient cohorts necessary to validate a candidate biomarker for potential clinical use. This article reviews the steps in the workflow, optimization strategies, and known applications in clinical, pharmaceutical, and research fields that demonstrate the broad utility for improved automation of sample preparation in the proteomic field.
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Affiliation(s)
- Qin Fu
- Smidt Heart Institute, Advanced Clinical Biosystems Research Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Christopher I Murray
- Smidt Heart Institute, Advanced Clinical Biosystems Research Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Oleg A Karpov
- Smidt Heart Institute, Advanced Clinical Biosystems Research Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Jennifer E Van Eyk
- Smidt Heart Institute, Advanced Clinical Biosystems Research Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
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25
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Bruttomesso D, Irace C, Pozzilli P. A sub-analysis of the SAGE study in Italy indicates good glycemic control in type 1 diabetes. Nutr Metab Cardiovasc Dis 2023; 33:631-639. [PMID: 36670006 DOI: 10.1016/j.numecd.2022.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 11/01/2022] [Accepted: 11/03/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND AND AIMS Intensive glycemic control minimizes the risk of micro- and macrovascular complications in patients with type 1 diabetes (T1D). We report glycemic control in Italian participants (age groups: 26-44, 45-64, and ≥65 years) of the global SAGE study. METHODS AND RESULTS The primary endpoint was proportion of participants who achieved an HbA1c <7% in predefined age groups. In the 523 patients with T1D, mean age was 44.6 years and mean body mass index (BMI) was 25 kg/m2. Mean HbA1c was 7.5% and 29.4% had HbA1c <7.0%, with the highest percentage in those 26-45 years (31.7%) and the lowest in those ≥65 years (20%). Altogether, 22.9% of patients achieved their physician-established individualized HbA1c target. Most patients had ≥1 symptomatic hypoglycemic episode in the previous 3 months (≤70 mg/dL 82.5%; ≤54 mg/dL 61%). Severe hypo- and hyperglycemia were experienced by 16.3% and 12% of patients, of which 7.1 and 9.5%, respectively, required hospitalization/emergency visits. More patients achieved HbA1c <7% with CSII (30%) than with multiple daily insulin injections (27.9%). In multivariate analysis, BMI (OR 0.94, 95% CI 0.89-0.99, p = 0.032) and adherence to diet (OR 0.36, 95% CI 0.18-0.70, p = 0.0028) were significantly associated with HbA1c <7.0%. CONCLUSIONS Glycemic control can be considered good in the Italian SAGE cohort, especially in younger patients, who more frequently use pumps/continuous glucose monitoring. Greater patient education and use of technology may further support this achievement. Patients should be encouraged to maintain a low BMI and adhere to their diet.
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Affiliation(s)
- D Bruttomesso
- University of Padova, Department of Medicine (DIMED), Italy; University Hospital of Padova, Division of Metabolic Diseases, Italy.
| | - C Irace
- Department of Health Science, University Magna Graecia Catanzaro, Italy
| | - P Pozzilli
- Unit of Endocrinology and Diabetes, Campus Bio-Medico University of Rome, Rome, Italy
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26
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Luo C, Yang D, Hou C, Tan T, Chao C. Paeoniflorin protects NOD mice from T1D through regulating gut microbiota and TLR4 mediated myD88/TRIF pathway. Exp Cell Res 2023; 422:113429. [PMID: 36402426 DOI: 10.1016/j.yexcr.2022.113429] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 11/07/2022] [Accepted: 11/15/2022] [Indexed: 11/18/2022]
Abstract
This study aimed to explore the effect of PF in regulating the progression of T1D through regulating gut microbiota and inhibiting TLR4-myD88/TRIF pathway. T1D mouse models were established and received PF treatment through intraperitoneal injection. The glucose, sugar tolerance, the incidence of T1D and H&E staining were detected to verify the effect of PF on T1D. Meanwhile, the changes of gut microbiota and the permeability of intestines in mice were also measured. On parallel, the number and function of immune cells were detected by Flow Cytometry. The expressions of ZO-1, ZO-2 and TLR4-myD88/TRIF pathway related proteins were detected by western blotting. Mice received PF treatment had decreased incidence of T1D and inflammatory infiltration in islet tissues compared with those received PBS treatment. In addition to that, PF treated mice had increased Sutterella species and decreased intestinal permeability, in which the decreased ratio of Th1/Th17 and increased Treg cells were also identified. The expression of TLR4-myD88/TRIF pathway was also suppressed in response to PF treatment. Moreover, further treatment with TLR4 agonist, LPS, could reverse the effect of PF on T1D mice. PF can suppress the TLR4 mediated myD88/TRIF pathway to change the distribution of gut microbiota, so as to protect NOD mice from T1D.
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Affiliation(s)
- Cheng Luo
- Department of Cardiovascular Surgery, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan Province, PR China
| | - Danyi Yang
- Department of Nephrology, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan Province, PR China; Hunan Key Laboratory of Kidney Disease and Blood Purification, The Second Xiangya Hospital of Central South University, Changsha, 410011, Hunan Province, PR China
| | - Can Hou
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan Province, PR China
| | - Tingting Tan
- Department of Immunology, School of Basic Medical Sciences, Central South University, Changsha 410008, Hunan Province, PR China
| | - Chen Chao
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan Province, PR China.
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27
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Igudesman D, Crandell J, Corbin KD, Muntis F, Zaharieva DP, Casu A, Thomas JM, Bulik CM, Carroll IM, Pence BW, Pratley RE, Kosorok MR, Maahs DM, Mayer-Davis EJ. The Intestinal Microbiota and Short-Chain Fatty Acids in Association with Advanced Metrics of Glycemia and Adiposity Among Young Adults with Type 1 Diabetes and Overweight or Obesity. Curr Dev Nutr 2022; 6:nzac107. [PMID: 36349343 PMCID: PMC9620390 DOI: 10.1093/cdn/nzac107] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 06/06/2022] [Accepted: 06/07/2022] [Indexed: 12/03/2022] Open
Abstract
Background Comanagement of glycemia and adiposity is the cornerstone of cardiometabolic risk reduction in type 1 diabetes (T1D), but targets are often not met. The intestinal microbiota and microbiota-derived short-chain fatty acids (SCFAs) influence glycemia and adiposity but have not been sufficiently investigated in longstanding T1D. Objectives We evaluated the hypothesis that an increased abundance of SCFA-producing gut microbes, fecal SCFAs, and intestinal microbial diversity were associated with improved glycemia but increased adiposity in young adults with longstanding T1D. Methods Participants provided stool samples at ≤4 time points (NCT03651622: https://clinicaltrials.gov/ct2/show/NCT03651622). Sequencing of the 16S ribosomal RNA gene measured abundances of SCFA-producing intestinal microbes. GC-MS measured total and specific SCFAs (acetate, butyrate, propionate). DXA (body fat percentage and percentage lean mass) and anthropometrics (BMI) measured adiposity. Continuous glucose monitoring [percentage of time in range (70-180 mg/dL), above range (>180 mg/dL), and below range (54-69 mg/dL)] and glycated hemoglobin (i.e., HbA1c) assessed glycemia. Adjusted and Bonferroni-corrected generalized estimating equations modeled the associations of SCFA-producing gut microbes, fecal SCFAs, and intestinal microbial diversity with glycemia and adiposity. COVID-19 interrupted data collection, so models were repeated restricted to pre-COVID-19 visits. Results Data were available for ≤45 participants at 101 visits (including 40 participants at 54 visits pre-COVID-19). Abundance of Eubacterium hallii was associated inversely with BMI (all data). Pre-COVID-19, increased fecal propionate was associated with increased percentage of time above range and reduced percentage of time in target and below range; and abundances of 3 SCFA-producing taxa (Ruminococcus gnavus, Eubacterium ventriosum, and Lachnospira) were associated inversely with body fat percentage, of which two microbes were positively associated with percentage lean mass. Abundance of Anaerostipes was associated with reduced percentage of time in range (all data) and with increased body fat percentage and reduced percentage lean mass (pre-COVID-19). Conclusions Unexpectedly, fecal propionate was associated with detriment to glycemia, whereas most SCFA-producing intestinal microbes were associated with benefit to adiposity. Future studies should confirm these associations and determine their potential causal linkages in T1D.This study is registered at clinical.trials.gov (NCT03651622; https://clinicaltrials.gov/ct2/show/NCT03651622).
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Affiliation(s)
- Daria Igudesman
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jamie Crandell
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Karen D Corbin
- AdventHealth Translational Research Institute, Orlando, FL, USA
| | - Franklin Muntis
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Dessi P Zaharieva
- Department of Pediatrics, Division of Endocrinology, Stanford University, Stanford, CA, USA
| | - Anna Casu
- AdventHealth Translational Research Institute, Orlando, FL, USA
| | - Joan M Thomas
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Cynthia M Bulik
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, CA, USA
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Ian M Carroll
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Brian W Pence
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, CA, USA
| | | | - Michael R Kosorok
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - David M Maahs
- Department of Pediatrics, Division of Endocrinology, Stanford University, Stanford, CA, USA
| | - Elizabeth J Mayer-Davis
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, CA, USA
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28
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Ware J, Hovorka R. Closed-loop insulin delivery: update on the state of the field and emerging technologies. Expert Rev Med Devices 2022; 19:859-875. [PMID: 36331211 PMCID: PMC9780196 DOI: 10.1080/17434440.2022.2142556] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 10/28/2022] [Indexed: 11/06/2022]
Abstract
INTRODUCTION Over the last five years, closed-loop insulin delivery systems have transitioned from research-only to real-life use. A number of systems have been commercialized and are increasingly used in clinical practice. Given the rapidity of new developments in the field, understanding the capabilities and key similarities and differences of current systems can be challenging. This review aims to provide an update on the state of the field of closed-loop insulin delivery systems, including emerging technologies. AREAS COVERED We summarize key clinical safety and efficacy evidence of commercial and emerging insulin-only hybrid closed-loop systems for type 1 diabetes. A literature search was conducted and clinical trials using closed-loop systems during free-living conditions were identified to report on safety and efficacy data. We comment on emerging technologies and adjuncts for closed-loop systems, as well as non-technological priorities in closed-loop insulin delivery. EXPERT OPINION Commercial hybrid closed-loop insulin delivery systems are efficacious, consistently improving glycemic control when compared to standard therapy. Challenges remain in widespread adoption due to clinical inertia and the lack of resources to embrace technological developments by health care professionals.
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Affiliation(s)
- Julia Ware
- Wellcome Trust-MRC Institute of Metabolic Science, University of Cambridge, Cambridge, United Kingdom
- Department of Pediatrics, University of Cambridge, Cambridge, United Kingdom
| | - Roman Hovorka
- Wellcome Trust-MRC Institute of Metabolic Science, University of Cambridge, Cambridge, United Kingdom
- Department of Pediatrics, University of Cambridge, Cambridge, United Kingdom
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29
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Agarwal S, Crespo-Ramos G, Leung SL, Finnan M, Park T, McCurdy K, Gonzalez JS, Long JA. Solutions to Address Inequity in Diabetes Technology Use in Type 1 Diabetes: Results from Multidisciplinary Stakeholder Co-creation Workshops. Diabetes Technol Ther 2022; 24:381-389. [PMID: 35138944 PMCID: PMC9208861 DOI: 10.1089/dia.2021.0496] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Background: Racial-ethnic inequity in type 1 diabetes technology use is well documented and contributes to disparities in glycemic and long-term outcomes. However, solutions to address technology inequity remain sparse and lack stakeholder input. Methods: We employed user-centered design principles to conduct workshop sessions with multidisciplinary panels of stakeholders, building off of our prior study highlighting patient-identified barriers and proposed solutions. Stakeholders were convened to review our prior findings and co-create interventions to increase technology use among underserved populations with type 1 diabetes. Stakeholders included type 1 diabetes patients who had recently onboarded to technology; endocrinology and primary care physicians; nurses; diabetes educators; psychologists; and community health workers. Sessions were recorded and analyzed iteratively by multiple coders for common themes. Results: We convened 7 virtual 2-h workshops for 32 stakeholders from 11 states in the United States. Patients and providers confirmed prior published studies highlighting patient barriers and generated new ideas by co-creating solutions. Common themes of proposed interventions included (1) prioritizing more equitable systems of offering technology, (2) using visual and hands-on approaches to increase accessibility of technology and education, (3) including peer and family support systems more, and (4) assisting with insurance navigation and social needs. Discussion: Our study furthers the field by providing stakeholder-endorsed intervention ideas that propose feasible changes at the patient, provider, and system levels to reduce inequity in diabetes technology use in type 1 diabetes. Multidisciplinary stakeholder engagement in disparities research offers unique insight that is impactful and acceptable to the target population.
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Affiliation(s)
- Shivani Agarwal
- Division of Endocrinology, Diabetes, and Metabolism, Fleischer Institute for Diabetes and Metabolism, Albert Einstein College of Medicine-Montefiore Medical Center, Bronx, New York, USA
- NY-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Gladys Crespo-Ramos
- Division of Endocrinology, Diabetes, and Metabolism, Fleischer Institute for Diabetes and Metabolism, Albert Einstein College of Medicine-Montefiore Medical Center, Bronx, New York, USA
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, New York, USA
| | - Stephanie L. Leung
- Division of Endocrinology, Diabetes, and Metabolism, Fleischer Institute for Diabetes and Metabolism, Albert Einstein College of Medicine-Montefiore Medical Center, Bronx, New York, USA
| | - Molly Finnan
- Division of Endocrinology, Diabetes, and Metabolism, Fleischer Institute for Diabetes and Metabolism, Albert Einstein College of Medicine-Montefiore Medical Center, Bronx, New York, USA
| | - Tina Park
- Diagram LLC, New York, New York, USA
| | | | - Jeffrey S. Gonzalez
- Division of Endocrinology, Diabetes, and Metabolism, Fleischer Institute for Diabetes and Metabolism, Albert Einstein College of Medicine-Montefiore Medical Center, Bronx, New York, USA
- NY-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, New York, USA
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, New York, USA
| | - Judith A. Long
- Division of General Internal Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania, USA
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Fang J, Huang S, Liu F, He G, Li X, Huang X, Chen HJ, Xie X. Semi-Implantable Bioelectronics. NANO-MICRO LETTERS 2022; 14:125. [PMID: 35633391 PMCID: PMC9148344 DOI: 10.1007/s40820-022-00818-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 02/09/2022] [Indexed: 06/15/2023]
Abstract
Developing techniques to effectively and real-time monitor and regulate the interior environment of biological objects is significantly important for many biomedical engineering and scientific applications, including drug delivery, electrophysiological recording and regulation of intracellular activities. Semi-implantable bioelectronics is currently a hot spot in biomedical engineering research area, because it not only meets the increasing technical demands for precise detection or regulation of biological activities, but also provides a desirable platform for externally incorporating complex functionalities and electronic integration. Although there is less definition and summary to distinguish it from the well-reviewed non-invasive bioelectronics and fully implantable bioelectronics, semi-implantable bioelectronics have emerged as highly unique technology to boost the development of biochips and smart wearable device. Here, we reviewed the recent progress in this field and raised the concept of "Semi-implantable bioelectronics", summarizing the principle and strategies of semi-implantable device for cell applications and in vivo applications, discussing the typical methodologies to access to intracellular environment or in vivo environment, biosafety aspects and typical applications. This review is meaningful for understanding in-depth the design principles, materials fabrication techniques, device integration processes, cell/tissue penetration methodologies, biosafety aspects, and applications strategies that are essential to the development of future minimally invasive bioelectronics.
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Affiliation(s)
- Jiaru Fang
- State Key Laboratory of Optoelectronic Materials and Technologies, Guangdong Province Key Laboratory of Display Material and Technology, School of Electronics and Information Technology, Sun Yat-Sen University, Guangzhou, 510006, People's Republic of China
| | - Shuang Huang
- State Key Laboratory of Optoelectronic Materials and Technologies, Guangdong Province Key Laboratory of Display Material and Technology, School of Electronics and Information Technology, Sun Yat-Sen University, Guangzhou, 510006, People's Republic of China
| | - Fanmao Liu
- State Key Laboratory of Optoelectronic Materials and Technologies, Guangdong Province Key Laboratory of Display Material and Technology, School of Electronics and Information Technology, Sun Yat-Sen University, Guangzhou, 510006, People's Republic of China
| | - Gen He
- State Key Laboratory of Optoelectronic Materials and Technologies, Guangdong Province Key Laboratory of Display Material and Technology, School of Electronics and Information Technology, Sun Yat-Sen University, Guangzhou, 510006, People's Republic of China
| | - Xiangling Li
- State Key Laboratory of Optoelectronic Materials and Technologies, Guangdong Province Key Laboratory of Display Material and Technology, School of Electronics and Information Technology, Sun Yat-Sen University, Guangzhou, 510006, People's Republic of China
| | - Xinshuo Huang
- State Key Laboratory of Optoelectronic Materials and Technologies, Guangdong Province Key Laboratory of Display Material and Technology, School of Electronics and Information Technology, Sun Yat-Sen University, Guangzhou, 510006, People's Republic of China
| | - Hui-Jiuan Chen
- State Key Laboratory of Optoelectronic Materials and Technologies, Guangdong Province Key Laboratory of Display Material and Technology, School of Electronics and Information Technology, Sun Yat-Sen University, Guangzhou, 510006, People's Republic of China
| | - Xi Xie
- State Key Laboratory of Optoelectronic Materials and Technologies, Guangdong Province Key Laboratory of Display Material and Technology, School of Electronics and Information Technology, Sun Yat-Sen University, Guangzhou, 510006, People's Republic of China.
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Letting the World See through Your Eyes: Using Photovoice to Explore the Role of Technology in Physical Activity for Adolescents Living with Type 1 Diabetes. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19106315. [PMID: 35627851 PMCID: PMC9140903 DOI: 10.3390/ijerph19106315] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 05/17/2022] [Accepted: 05/18/2022] [Indexed: 11/17/2022]
Abstract
This paper qualitatively explores how technologies and physical activity are experienced by adolescents with type 1 diabetes. Type 1 diabetes is a life-threatening autoimmune condition, which is highly prevalent in young children. Physical activity is underutilised as part of treatment goals due to multifactorial challenges and lack of education in both the family setting and across society as a whole. Using photovoice methodology, 29 participants (parents and adolescents), individually or as dyads, shared and described in reflective journal format examples of technology and physical activity in their lives. In total, 120 personal photographs with accompanying narratives were provided. The data were thematically coded by the researcher and then collaboratively with participants. Four key themes (and 12 subthemes) were generated including: (i) benefits of technology; (ii) complexity and difficulty; (iii) emotional impact; (iv) reliance and risk. Findings demonstrate that current technology does not address the complex needs of adolescents with type 1 diabetes to enable participation in physical activity without life risk. We conclude from our findings that future technologies for supporting engagement in physical activity as part of diabetes management need to be: more interoperable, personalised and integrated better with ongoing education and support.
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Bai S, Zhou J, Nong X, Shi R, Yuan Z, Ma C, Li J. Mechanism and effects of artesunate on the liver function of rats with type 1 diabetic periodontitis. Can J Physiol Pharmacol 2022; 100:741-754. [PMID: 35500287 DOI: 10.1139/cjpp-2021-0665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Periodontitis is an inflammatory disease of the gums. Periodontitis in patients with diabetes can aggravate insulin resistance, but its molecular and biological mechanism remains unclear. This study aimed to explore the effects of diabetic periodontitis on liver function and determine the mechanism by which artesunate improves liver function. Rats with streptozotocin-induced diabetes were divided into five groups, i.e., normal control group (NC group), diabetic periodontitis group (DM+PD group), artesunate intervention group (ART group), insulin intervention group (INS group), and combined medication intervention group (ART+INS group). Drug interventions were then administered to the rats in each group as follows: 50 mg/kg artesunate to the ART group, 6 U/kg insulin to the INS group, and 50 mg/kg artesunate + 6 U/kg insulin to the ART+INS group. Blood samples, liver tissues, and the maxillary alveolar bone were collected post-sacrifice. ART was found to significantly ameliorate hyperglycemia, blood lipid levels, and liver function. The levels of inflammatory factors reduced; the effect was more pronounced in the ART+INS group. Artesunate presumably inhibits the TLR4/NF-κB signaling pathway and expression of downstream inflammatory factors, thereby exerting a protective effect on diabetes-related liver function. This offers a fresh approach to treat diabetes mellitus.
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Affiliation(s)
- Shuoqiu Bai
- Guangxi Medical University, 74626, Nanning, Guangxi, China;
| | - Jingjing Zhou
- Guangxi Medical University, 74626, Nanning, Guangxi, China;
| | - Xiaolin Nong
- Guangxi Medical University, 74626, Nanning, China;
| | - Rongkang Shi
- Guangxi Medical University, 74626, Nanning, Guangxi, China;
| | - Zhong Yuan
- Guangxi Medical University, 74626, Nanning, Guangxi, China;
| | - Chubin Ma
- Guangxi Medical University, 74626, Nanning, Guangxi, China;
| | - Jiaquan Li
- Guangxi Medical University, 74626, Nanning, Guangxi, China;
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Kobayati A, Haidar A, Tsoukas MA. Glucagon-like peptide-1 receptor agonists as adjunctive treatment for type 1 diabetes: Renewed opportunities through tailored approaches? Diabetes Obes Metab 2022; 24:769-787. [PMID: 34989070 DOI: 10.1111/dom.14637] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Revised: 12/14/2021] [Accepted: 01/01/2022] [Indexed: 12/24/2022]
Abstract
Exogenous insulin has been the mainstay treatment for individuals living with type 1 diabetes (T1D). Although there has been tremendous growth in both pharmacological and technological advancements, insulin monotherapy has proven to be insufficient for maintaining optimal glycaemic targets for most adults with T1D. At present, there is still no breakthrough for the treatment of T1D. Adjunctive pharmacotherapies might therefore complement insulin management to achieve better glycaemic control, while possibly offering additional benefits. Recent interest in re-purposing glucagon-like peptide-1 receptor agonists (GLP-1RAs), a leading antihyperglycaemic medication class approved for type 2 diabetes, has prompted the field to seek extended potential for the T1D population. The adjunctive use of GLP-1RAs has been at the forefront of T1D research, albeit with some conflicting trial findings to date. However, the potential of GLP-1 agonism for T1D may have been underestimated, possibly from missed opportunities or categorized effects. Moreover, some GLP-1RAs have demonstrated extra-pancreatic potential with emerging multi-organ protection involving the heart, kidneys, liver and brain in varied cohorts, which may bode well for the growing T1D profile of comorbid complications. This narrative review aims to summarize and critically appraise the current evidence-based literature from large-scale randomized controlled trials and closed-loop system pilot studies that examined GLP-1RAs as adjunctive therapy for T1D. Furthermore, we outline uncharted opportunities with GLP-1 agonism using versatile approaches in selected T1D populations that may inspire and re-direct future research in this field.
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Affiliation(s)
- Alessandra Kobayati
- Division of Experimental Medicine, Department of Medicine, McGill University, Montreal, Quebec, Canada
| | - Ahmad Haidar
- Department of Biomedical Engineering, McGill University, Montreal, Quebec, Canada
| | - Michael A Tsoukas
- Division of Endocrinology, McGill University Health Centre, Montreal, Quebec, Canada
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Ilkowitz J, Wissing V, Gallagher MP. Pediatric Smart Insulin Pen Use: The Next Best Thing. J Diabetes Sci Technol 2022; 16:635-640. [PMID: 34474591 PMCID: PMC9294571 DOI: 10.1177/19322968211041362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
In the pediatric population, insulin pump therapy, or CSII, is often considered the gold standard for intensive diabetes management. Insulin pump technology offers families and caregivers many beneficial features including a calculator for insulin dosing and the ability to review diabetes management data to provide data-driven diabetes management. However, for those who find CSII challenging or choose to use multiple daily injections (MDI) there is an option that offers similar features called the Smart Insulin Pen (SIP). Even though SIP technology provides a safe and data-driven diabetes self-management tool for the pediatric population using MDI, there is limited pediatric specific literature. This article will describe current options, data-driven diabetes management, benefits, challenges and clinical use of SIP technology in the pediatric population.
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Affiliation(s)
- Jeniece Ilkowitz
- The NYU Pediatric Diabetes Center,
Hassenfeld Childrens’ Hospital at NYU Langone, New York, NY, USA
| | - Vanessa Wissing
- The NYU Pediatric Diabetes Center,
Hassenfeld Childrens’ Hospital at NYU Langone, New York, NY, USA
| | - Mary Pat Gallagher
- The NYU Pediatric Diabetes Center,
Hassenfeld Childrens’ Hospital at NYU Langone, New York, NY, USA
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Tauschmann M, Schwandt A, Prinz N, Becker M, Biester T, Hess M, Holder M, Karges B, Näke A, Kuss O, von Sengbusch S, Holl RW. Three-variate trajectories of metabolic control, body mass index, and insulin dose: Heterogeneous response to initiation of pump therapy in youth with type 1 diabetes. Pediatr Diabetes 2022; 23:330-340. [PMID: 35084795 PMCID: PMC9303587 DOI: 10.1111/pedi.13320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 01/12/2022] [Accepted: 01/17/2022] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVE Continuous subcutaneous insulin infusion (CSII) in youths with type 1 diabetes (T1D) is often associated with lower HbA1c, lower total daily insulin dose (TDD), and lower body mass index (BMI) compared with multiple daily injections (MDI). Individual responses to CSII are diverse. The aim was to identify unique three-variate patterns of HbA1c, BMI standard deviation score (SDS), and TDD after switching to CSII. METHODS Five thousand one hundred and thirty-three youths (≤20 years; 48% boys; median age at pump start 12.5 years) with T1D duration ≥3 years at CSII initiation were selected from the multicenter DPV registry. We applied group-based multitrajectory modeling to identify groups of individuals following similar trajectories. Measurements were aggregated quarterly during a 3-year follow-up period. Trajectory variables were changes of HbA1c, BMI-SDS, and TDD from baseline (delta = quarterly aggregated values at each time point [i] minus the respective baseline value). RESULTS Four groups of diverging Delta-HbA1c, Delta-BMI-SDS, and Delta-TDD patterns were identified. All showed improvements in HbA1c during the first 3 months. Group 1 (12%) was characterized by modest HbA1c increase thereafter, TDD reduction, and stable BMI-SDS. In Group 2 (39%), increasing HbA1c, decreasing BMI-SDS, and stable TDD were found. By contrast, sustainably improved HbA1c, increasing BMI-SDS, and stable TDD were observed in Group 3 (32%). Group 4 (17%) was characterized by increasing levels for HbA1c, BMI-SDS, and TDD. Between-group differences in baseline HbA1c, BMI-SDS, TDD as well as in sex ratio, age at diabetes onset and at pump start were observed. CONCLUSIONS Definite trajectories of glycemic control, BMI, and TDD over 3 years after CSII initiation were identified in youths with T1D allowing a more personalized treatment recommendation.
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Affiliation(s)
- Martin Tauschmann
- Department of Pediatrics and Adolescent MedicineMedical University of ViennaViennaAustria
| | - Anke Schwandt
- Institute of Epidemiology and Medical BiometryZIBMT, University of UlmUlmGermany,German Center for Diabetes Research (DZD)Munich‐NeuherbergGermany
| | - Nicole Prinz
- Institute of Epidemiology and Medical BiometryZIBMT, University of UlmUlmGermany,German Center for Diabetes Research (DZD)Munich‐NeuherbergGermany
| | - Marianne Becker
- DECCPClinique Pédiatrique Centre Hospitalier de LuxembourgLuxembourgLuxembourg
| | - Torben Biester
- Diabetes‐Center for Children and AdolescentsChildren's Hospital "Auf der Bult"HannoverGermany
| | - Melanie Hess
- Pediatric Endocrinology and DiabetologyUniversity Children's Hospital BaselBaselSwitzerland
| | - Martin Holder
- Klinikum Stuttgart, OlgahospitalDepartment of Pediatric Endocrinology and DiabetologyStuttgartGermany
| | - Beate Karges
- Division of Endocrinology and Diabetes, Medical FacultyRWTH Aachen UniversityAachenGermany
| | - Andrea Näke
- Children's Hospital Carl Gustav CarusTechnical University DresdenDresdenGermany
| | - Oliver Kuss
- German Center for Diabetes Research (DZD)Munich‐NeuherbergGermany,Institute of Biometrics and Epidemiology, German Diabetes CentreLeibniz Centre for Diabetes Research at Heinrich Heine UniversityDüsseldorfGermany
| | - Simone von Sengbusch
- Department of Paediatrics and Adolescent MedicineUniversity Hospital Schleswig‐Holstein, Campus LuebeckLuebeckGermany
| | - Reinhard W. Holl
- Institute of Epidemiology and Medical BiometryZIBMT, University of UlmUlmGermany,German Center for Diabetes Research (DZD)Munich‐NeuherbergGermany
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Li Y, Zhang W, Zhao R, Zhang X. Advances in oral peptide drug nanoparticles for diabetes mellitus treatment. Bioact Mater 2022; 15:392-408. [PMID: 35386357 PMCID: PMC8958389 DOI: 10.1016/j.bioactmat.2022.02.025] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 02/18/2022] [Accepted: 02/18/2022] [Indexed: 12/11/2022] Open
Abstract
Peptide drugs play an important role in diabetes mellitus treatment. Oral administration of peptide drugs is a promising strategy for diabetes mellitus because of its convenience and high patient compliance compared to parenteral administration routes. However, there are a series of formidable unfavorable conditions present in the gastrointestinal (GI) tract after oral administration, which result in the low oral bioavailability of these peptide drugs. To overcome these challenges, various nanoparticles (NPs) have been developed to improve the oral absorption of peptide drugs due to their unique in vivo properties and high design flexibility. This review discusses the unfavorable conditions present in the GI tract and provides the corresponding strategies to overcome these challenges. The review provides a comprehensive overview on the NPs that have been constructed for oral peptide drug delivery in diabetes mellitus treatment. Finally, we will discuss the rational application and give some suggestions that can be utilized for the development of oral peptide drug NPs. Our aim is to provide a systemic and comprehensive review of oral peptide drug NPs that can overcome the challenges in GI tract for efficient treatment of diabetes mellitus. •Oral administration of peptide drugs is a promising strategy for diabetes mellitus treatment •A series of formidable unfavorable conditions in gastrointestinal tract result in the low oral bioavailability of peptide drugs •Nanoparticles can improve the oral bioavailability of peptide drugs
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Affiliation(s)
- Yan Li
- School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing, 100083, PR China
| | - Wen Zhang
- School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing, 100083, PR China
| | - Ruichen Zhao
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing, 100190, PR China.,School of Chemical Engineering, University of Chinese Academy of Sciences, Beijing, 100049, PR China
| | - Xin Zhang
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing, 100190, PR China
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Regittnig W, Tschaikner M, Tuca A, Simic A, Feiel J, Schaller‐Ammann R, Licht AH, Jungklaus M, Pieber TR. Insulin induces a progressive increase in the resistance of subcutaneous tissue to fluid flow: Implications for insulin pump therapy. Diabetes Obes Metab 2022; 24:455-464. [PMID: 34739179 PMCID: PMC9299465 DOI: 10.1111/dom.14594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 10/21/2021] [Accepted: 10/31/2021] [Indexed: 11/28/2022]
Abstract
AIM To determine the effect of insulin on the resistance of subcutaneous tissue to the flow of infusion fluids. MATERIALS AND METHODS Thirty subjects with type 1 diabetes wore two Accu-Chek Spirit Combo insulin pumps with Accu-Chek FlexLink infusion sets (Roche Diabetes Care, Mannheim, Germany) for 7 days. One pump was filled with insulin aspart (Novo Nordisk, Bagsvaerd, Denmark) and used for continuous subcutaneous insulin infusion (CSII). The other pump was filled with insulin diluting medium (IDM; Novo Nordisk) and used to deliver IDM subcutaneously at rates identical to those employed for CSII. Both infusion sites were assessed daily by measuring the pressure required to infuse various bolus amounts of IDM. RESULTS On day 1, maximum pressure (Pmax ) and tissue flow resistance (TFR; calculated from measured pressure profiles) were similar for both infusion sites (P > 0.20). During the subsequent study days, the Pmax and TFR values observed at the IDM infusion site remained at levels comparable to those seen on day 1 (P > 0.13). However, at the site of CSII, Pmax and TFR progressively increased with CSII duration. By the end of day 7, Pmax and TFR reached 25.8 */2.11 kPa (geometric mean */geometric standard deviation) and 8.64 */3.48 kPa*s/μL, respectively, representing a remarkable 3.5- and 20.6-fold increase relative to the respective Pmax and TFR values observed on day 1 (P < 0.001). CONCLUSION Our results suggest that insulin induces a progressive increase in the resistance of subcutaneous tissue to the introduction of fluid; this has important implications for the future design of insulin pumps and infusion sets.
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Affiliation(s)
- Werner Regittnig
- Department of Internal Medicine, Division of Endocrinology and DiabetologyMedical University of GrazGrazAustria
| | - Mathias Tschaikner
- Department of Internal Medicine, Division of Endocrinology and DiabetologyMedical University of GrazGrazAustria
| | - Alexandru‐Cristian Tuca
- Department of Internal Medicine, Division of Endocrinology and DiabetologyMedical University of GrazGrazAustria
| | - Amra Simic
- Department of Internal Medicine, Division of Endocrinology and DiabetologyMedical University of GrazGrazAustria
| | - Jürgen Feiel
- JOANNEUM RESEARCH Forschungsgesellschaft mbHHEALTH–Institute for Biomedicine and Health SciencesGrazAustria
| | - Roland Schaller‐Ammann
- JOANNEUM RESEARCH Forschungsgesellschaft mbHHEALTH–Institute for Biomedicine and Health SciencesGrazAustria
| | | | - Miró Jungklaus
- Department of Internal Medicine, Division of Endocrinology and DiabetologyMedical University of GrazGrazAustria
| | - Thomas R. Pieber
- Department of Internal Medicine, Division of Endocrinology and DiabetologyMedical University of GrazGrazAustria
- JOANNEUM RESEARCH Forschungsgesellschaft mbHHEALTH–Institute for Biomedicine and Health SciencesGrazAustria
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Choe J, Won SH, Choe Y, Park SH, Lee YJ, Lee J, Lee YA, Lim HH, Yoo JH, Lee SY, Kim EY, Shin CH, Kim JH. Temporal Trends for Diabetes Management and Glycemic Control Between 2010 and 2019 in Korean Children and Adolescents with Type 1 Diabetes. Diabetes Technol Ther 2022; 24:201-211. [PMID: 34704794 DOI: 10.1089/dia.2021.0274] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Purpose: There is increasing use of modern devices in the management of patients with type 1 diabetes (T1D). We investigated temporal trends for diabetes management and outcomes in Korean pediatric T1D patients over 10 years. Methods: We retrospectively collected the data from 752 participants (boys: 311, 41.4%) diagnosed with T1D and aged ≤18 years, with ≥1 year of follow-up between 2010 and 2019 in any of the seven study hospitals in Korea. Results: Over the 10-year study period, use of continuous glucose monitoring (CGM) increased from 1.4% to 39.3%. From 2010 to 2019, there was an increased use of multiple daily insulin injections (MDI; 63.9%-77.0%, respectively) and continuous subcutaneous insulin infusion (CSII; 2.1%-14.0%, respectively), but decreased use of conventional insulin therapy (CIT, 33.9%-9.0%, respectively). Mean glycated hemoglobin (HbA1c) decreased from 8.56% to 8.01% (P < 0.001) and was lower in younger patients, boys, and CGM users (P < 0.001). MDI and CSII users had lower mean HbA1c levels than CIT users (P = 0.003). Regarding the acute complications of T1D, CGM use was associated with lower incidences of diabetic ketoacidosis (P = 0.015); CSII users were likely to experience less severe hypoglycemia (P = 0.008). Conclusions: The use of CSII and CGM increased ∼7- and 30-fold, respectively, over the 10-year study period. The glycemic control of pediatric T1D patients in Korea improved from 2010 to 2019, probably because of increased use of T1D technologies.
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Affiliation(s)
- Jaewon Choe
- Department of Pediatrics, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Seung Hyun Won
- Medical Research Collaborating Center, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Yunsoo Choe
- Department of Pediatrics, Seoul National University Children's Hospital, Seoul, South Korea
| | - Sang Hee Park
- Department of Pediatrics, Seoul National University Children's Hospital, Seoul, South Korea
| | - Yun Jeong Lee
- Department of Pediatrics, Seoul National University Children's Hospital, Seoul, South Korea
- Department of Pediatrics, Seoul National University College of Medicine, Seoul, South Korea
| | - Jieun Lee
- Department of Pediatrics, Inje University Ilsan Paik Hospital, Goyang, South Korea
| | - Young Ah Lee
- Department of Pediatrics, Seoul National University Children's Hospital, Seoul, South Korea
- Department of Pediatrics, Seoul National University College of Medicine, Seoul, South Korea
| | - Han Hyuk Lim
- Department of Pediatrics, Chungnam National University Hospital, Daejeon, South Korea
| | - Jae-Ho Yoo
- Department of Pediatrics, Dong-A University Hospital, Busan, South Korea
| | - Seong Yong Lee
- Department of Pediatrics, Seoul National University College of Medicine, Seoul, South Korea
- Department of Pediatrics, SMG-SNU Boramae Medical Center, Seoul, South Korea
| | - Eun Young Kim
- Department of Pediatrics, Chosun University Hospital, Gwangju, South Korea
| | - Choong Ho Shin
- Department of Pediatrics, Seoul National University Children's Hospital, Seoul, South Korea
- Department of Pediatrics, Seoul National University College of Medicine, Seoul, South Korea
| | - Jae Hyun Kim
- Department of Pediatrics, Seoul National University Bundang Hospital, Seongnam, South Korea
- Department of Pediatrics, Seoul National University College of Medicine, Seoul, South Korea
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Li J, He Q. Evaluation of Tresiba Combined with Six Ingredient Rehmannia Pill in the Treatment of Type 2 Diabetes. JOURNAL OF HEALTHCARE ENGINEERING 2022; 2022:2177176. [PMID: 35186222 PMCID: PMC8856811 DOI: 10.1155/2022/2177176] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 01/07/2022] [Accepted: 01/12/2022] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Insulin replacement therapy is the main treatment method for type 1 diabetes, and adjuvant comprehensive treatment to reduce the complications of diabetes is still the focus of research. The purpose of this study is to explore the clinical efficacy of Tresiba combined with Ingredient Rehmannia Pill in the treatment of type 1 diabetes. METHODS A total of 216 patients with type 2 diabetes admitted to our hospital from January 2019 to July 2019 were enrolled in this study. Patients in the control and observation groups were treated with Tresiba and Tresiba combined with Ingredient Rehmannia Pill, respectively. The change of TCM symptom score, blood glucose level and fasting insulin level before and after treatment were evaluated, and the insulin resistance index was calculated to observe the adverse reactions of patients. RESULTS After treatment, the TCM syndrome scores of the two groups decreased significantly, and the TCM syndrome scores of the observation group were significantly lower than those of the control group. The fasting blood glucose, 2 h postprandial blood glucose and insulin resistance index of the observation group were lower than those of the control group. The levels of FBG, 2 hBG and HbA1C in the observation group were significantly lower than those in the control group. The total effective rate of the observation group was 91.7%, which was significantly higher than that of the control group (77.1%). The adverse reactions of patients in the observation group were slightly more than those in the control group. CONCLUSION Our study demonstrated that Ingredient Rehmannia Pill combined with Tresiba is effective in the treatment of type 2 diabetes, providing alternative therapies for the treatment of diabetes.
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Affiliation(s)
- Jun Li
- Department of Emergency, Xi'an No. 3 Hospital, Xi'an 710018, China
| | - Qingzhen He
- Department of Endocrinology, Xi'an Gaoxin Hospital, Xi'an 710075, China
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Michels AW, Redondo MJ, Atkinson MA. The pathogenesis, natural history, and treatment of type 1 diabetes: time (thankfully) does not stand still. Lancet Diabetes Endocrinol 2022; 10:90-92. [PMID: 34951951 PMCID: PMC9201938 DOI: 10.1016/s2213-8587(21)00344-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 12/01/2021] [Indexed: 02/03/2023]
Affiliation(s)
- Aaron W Michels
- The Barbara Davis Diabetes Center, University of Colorado, Aurora, CO, USA
| | - Maria J Redondo
- Texas Children's Hospital, Baylor College of Medicine, Houston, TX, USA
| | - Mark A Atkinson
- Departments of Pathology and Pediatrics, University of Florida, Gainesville, FL, USA.
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Kietaibl A, Riedl M, Bozkurt L. Real-World Analysis of Therapeutic Outcome in Type 1 Diabetes Mellitus at a Tertiary Care Center. Diabetes Metab J 2022; 46:149-153. [PMID: 34228910 PMCID: PMC8831813 DOI: 10.4093/dmj.2020.0267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 02/10/2021] [Indexed: 11/08/2022] Open
Abstract
Insulin replacement in type 1 diabetes mellitus (T1DM) needs intensified treatment, which can either be performed by multiple daily injections (MDI) or continuous subcutaneous insulin infusion (CSII). This retrospective analysis of a real-world scenario aimed to evaluate whether glycaemic and cardiovascular risk factors could be controlled with CSII outclass MDI as suggested by recent evidence. Data from patients with either insulin pump (n=68) or injection (n=224) therapy at an Austrian tertiary care centre were analysed between January 2016 and December 2017. There were no significant differences with regard to the latest glycosylated hemoglobin, cardiovascular risk factor control or diabetes-associated late complications. Hypoglycaemia was less frequent (P<0.001), sensor-augmented therapy was more common (P=0.003) and mean body mass index (BMI) was higher (P=0.002) with CSII treatment. This retrospective analysis of real-world data in T1DM did not demonstrate the superiority of insulin pump treatment with regard to glycaemic control or cardiovascular risk factor control.
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Affiliation(s)
- Antonia Kietaibl
- Division of Endocrinology and Metabolism, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Department of 5th Internal Medicine with Endocrinology, Rheumatology and Gerontology with Outpatient Department, Clinic Ottakring, Vienna, Austria
| | - Michaela Riedl
- Division of Endocrinology and Metabolism, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Latife Bozkurt
- Division of Endocrinology and Metabolism, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Department of 3rd Internal Medicine with Metabolic Disorders and Nephrology, Clinic Hietzing, Vienna, Austria
- Corresponding author: Latife Bozkurt https://orcid.org/0000-0002-3079-9226 Department of 3rd Internal Medicine with Metabolic Disorders and Nephrology, Clinic Hietzing, Wolkersbergenstraße 1, Vienna 1130, Austria E-mail:
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Lunati ME, Morpurgo PS, Rossi A, Gandolfi A, Cogliati I, Bolla AM, Plebani L, Vallone L, Montefusco L, Pastore I, Cimino V, Argenti S, Volpi G, Zuccotti GV, Fiorina P. Hybrid Close-Loop Systems Versus Predictive Low-Glucose Suspend and Sensor-Augmented Pump Therapy in Patients With Type 1 Diabetes: A Single-Center Cohort Study. Front Endocrinol (Lausanne) 2022; 13:816599. [PMID: 35498423 PMCID: PMC9048202 DOI: 10.3389/fendo.2022.816599] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 02/17/2022] [Indexed: 11/27/2022] Open
Abstract
INTRODUCTION Predictive low-glucose suspend (PLGS) and hybrid closed-loop (HCL) systems may improve glucose control and quality of life in type 1 diabetic individuals. This is a cross-sectional, single-center study to compare the effect on metabolic control and glucose variability of PLGS and HCL systems as compared to standard sensor-augmented pump (SAP) therapy. METHODS We retrospectively analyzed 136 adults (men/women 69/67, mean age 47.3 ± 13.9 years) with T1D on insulin pump therapy, divided accordingly to type of insulin pump system (group 1: SAP, 24 subjects; group 2: PLGS, 49 subjects; group 3: HCL, 63 subjects). The groups were matched for age, gender, years of disease, years of CSII use, and CGM wear time. RESULTS The analysis of CGM metrics, in the three groups, showed a statistically significant different percentage of time within the target range, defined as 70-180 mg/dl, with a higher percentage in group 3 and significantly less time spent in the hypoglycemic range in groups 2 and 3. The three groups were statistically different also for the glucose management indicator and coefficient of variation percentage, which were progressively lower moving from group 1 to group 3. In the HCL group, 52.4% of subjects reached a percentage of time passed in the euglycemic range above 70%, as compared to 32.7% in those with PLGS and 20.2% in those with SAP. A positive correlation between the higher percentage of TIR and the use of auto-mode was evident in the HCL group. Finally, the three groups did not show any statistical differences regarding the quality-of-life questionnaire, but there was a significant negative correlation between CV and perceived CSII-use convenience (r = -0.207, p = 0.043). CONCLUSION HCL systems were more effective in improving glucose control and in reducing the risk of hypoglycemia in patients with type 1 diabetes, thereby mitigating risk for acute and chronic complications and positively affecting diabetes technologies' acceptance.
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Affiliation(s)
- Maria Elena Lunati
- Endocrinology Division, Azienda Socio Sanitaria Territoriale (ASST) Fatebenefratelli Sacco, Milan, Italy
| | - Paola Silvia Morpurgo
- Endocrinology Division, Azienda Socio Sanitaria Territoriale (ASST) Fatebenefratelli Sacco, Milan, Italy
| | - Antonio Rossi
- Endocrinology Division, Azienda Socio Sanitaria Territoriale (ASST) Fatebenefratelli Sacco, Milan, Italy
| | - Alessandra Gandolfi
- Endocrinology Division, Azienda Socio Sanitaria Territoriale (ASST) Fatebenefratelli Sacco, Milan, Italy
| | - Irene Cogliati
- International Center for T1D, Centro di Ricerca Pediatrica Romeo ed Enrica Invernizzi, Department of Biomedical and Clinical Science “L. Sacco”, University of Milan, Milan, Italy
| | - Andrea Mario Bolla
- Endocrinology Division, Azienda Socio Sanitaria Territoriale (ASST) Fatebenefratelli Sacco, Milan, Italy
| | - Laura Plebani
- Endocrinology Division, Azienda Socio Sanitaria Territoriale (ASST) Fatebenefratelli Sacco, Milan, Italy
| | - Luciana Vallone
- Endocrinology Division, Azienda Socio Sanitaria Territoriale (ASST) Fatebenefratelli Sacco, Milan, Italy
| | - Laura Montefusco
- Endocrinology Division, Azienda Socio Sanitaria Territoriale (ASST) Fatebenefratelli Sacco, Milan, Italy
| | - Ida Pastore
- Endocrinology Division, Azienda Socio Sanitaria Territoriale (ASST) Fatebenefratelli Sacco, Milan, Italy
| | - Vincenzo Cimino
- International Center for T1D, Centro di Ricerca Pediatrica Romeo ed Enrica Invernizzi, Department of Biomedical and Clinical Science “L. Sacco”, University of Milan, Milan, Italy
| | - Sabrina Argenti
- Endocrinology Division, Azienda Socio Sanitaria Territoriale (ASST) Fatebenefratelli Sacco, Milan, Italy
| | - Graziella Volpi
- Endocrinology Division, Azienda Socio Sanitaria Territoriale (ASST) Fatebenefratelli Sacco, Milan, Italy
| | - Gian Vincenzo Zuccotti
- Centro di Ricerca Pediatrica Romeo ed Enrica Invernizzi, Dipartimento di Scienze Biomediche e Cliniche “L. Sacco”, Università di Milano, Milan, Italy
- Dipartimento di Pediatria, Ospedale dei Bambini Buzzi, Milan, Italy
| | - Paolo Fiorina
- Endocrinology Division, Azienda Socio Sanitaria Territoriale (ASST) Fatebenefratelli Sacco, Milan, Italy
- International Center for T1D, Centro di Ricerca Pediatrica Romeo ed Enrica Invernizzi, Department of Biomedical and Clinical Science “L. Sacco”, University of Milan, Milan, Italy
- Nephrology Division, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- *Correspondence: Paolo Fiorina,
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Neves JC, Neves JS, Neves C, Carvalho D. Predictors of the effectiveness of insulin pumps in patients with type 1 diabetes mellitus. Endocrine 2022; 75:119-128. [PMID: 34339007 DOI: 10.1007/s12020-021-02837-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Accepted: 07/19/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE Insulin pump therapy has become the preferential treatment for type 1 diabetes (T1D) as it mimics the physiological secretion of insulin better than multiple daily injections. However, not all patients improve with insulin pump therapy. This study aims to determine the predictors of the effectiveness of insulin pumps in T1D. METHODS We conducted a retrospective observational study of patients who started insulin pumps. Data from four timepoints (before, at 6, 12, and 36 months) were evaluated for outcomes of glycemic control and safety. The association of baseline predictors with outcomes was analyzed using linear and logistic regression models. RESULTS We evaluated 136 patients (57.4% females, age 36 ± 12 years, duration of T1D 14 ± 9 years). During the follow-up, there was a mean decrease of HbA1c of 0.9 ± 1.2%. The improvement in HbA1c was independent of sex, age, and duration of T1D. Higher baseline HbA1c, family history of diabetes, and not being treated with statins were predictors of improvement in HbA1c. Not being treated with statins and higher baseline HbA1c predicted improvement in HbA1c without worsening hypoglycemia. History of hypoglycemia was a predictor of severe hypoglycemia. Family history, higher baseline HbA1c, and psychological/psychiatric disorders were predictors of ketoacidosis. CONCLUSION Benefits of insulin pump were independent of sex, age, and duration of T1D. Baseline HbA1c, family history of diabetes, treatment with statins, history of hypoglycemia, and psychological/psychiatric disorders were predictors of outcomes, and may allow the identification of patients who benefit most from insulin pump therapy or who are at increased risk of complications.
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Affiliation(s)
- Joana Camões Neves
- Department of Endocrinology, Diabetes and Metabolism, Centro Hospitalar Universitário de São João, Porto, Portugal.
- Faculty of Medicine, University of Porto, Porto, Portugal.
| | - João Sérgio Neves
- Department of Endocrinology, Diabetes and Metabolism, Centro Hospitalar Universitário de São João, Porto, Portugal
- Faculty of Medicine, University of Porto, Porto, Portugal
- Department of Surgery and Physiology, Cardiovascular Research Unit, Faculty of Medicine, University of Porto, Porto, Portugal
- Institute for Research and Innovation in Health Sciences, University of Porto, Porto, Portugal
| | - Celestino Neves
- Department of Endocrinology, Diabetes and Metabolism, Centro Hospitalar Universitário de São João, Porto, Portugal
- Faculty of Medicine, University of Porto, Porto, Portugal
- Institute for Research and Innovation in Health Sciences, University of Porto, Porto, Portugal
| | - Davide Carvalho
- Department of Endocrinology, Diabetes and Metabolism, Centro Hospitalar Universitário de São João, Porto, Portugal
- Faculty of Medicine, University of Porto, Porto, Portugal
- Institute for Research and Innovation in Health Sciences, University of Porto, Porto, Portugal
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Jin Q, Lin L, Zhao T, Yao X, Teng Y, Zhang D, Jin Y, Yang M. Overexpression of E3 ubiquitin ligase Cbl attenuates endothelial dysfunction in diabetes mellitus by inhibiting the JAK2/STAT4 signaling and Runx3-mediated H3K4me3. J Transl Med 2021; 19:469. [PMID: 34798872 PMCID: PMC8605525 DOI: 10.1186/s12967-021-03069-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Accepted: 09/02/2021] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Diabetes mellitus (DM), a most common chronic disease, is featured with impaired endothelial function and bioavailability of nitric oxide (NO), while E3 ubiquitin ligase appears to alleviate endothelial dysfunction as a promising option for DM treatment. Herein, we aimed to determine whether E3 ubiquitin ligase casitas B-lineage lymphoma (Cbl) alleviates endothelial dysfunction in DM rats by JAK2/STAT4 pathway. METHODS A rat model of DM was developed through intraperitoneal injection of streptozotocin, followed by collection of aortic tissues to determine the expression of Cbl, JAK2, runt-related transcription factor 3 (Runx3) and STAT4. Human umbilical vein endothelial cells (HUVECs) were cultured in high glucose (HG) condition to induce DM as an in vitro model. With gain- and loss-function method, we assessed the aberrantly expressed Cb1 on endothelial dysfunction, NO production and apoptosis of HUVECs. RESULTS Cbl was reduced in DM rat tissues and HG-induced HUVECs, where JAK2, Runx3 and STAT4 were elevated. It was found that overexpression of Cbl alleviated endothelial dysfunction by increasing NO production and restoring vasodilation and suppressing apoptosis of HUVECs. Mechanistically, Cb1 enhanced JAK2 ubiquitination and decreased JAK2 and STAT4 expression, where STAT4 improved Runx3 expression by regulating histone H3 lysine 4 trimethylation level. Overexpression of JAK2 and STAT4, or Runx3 increased apoptosis of HUVECs, abrogating the effect of Cb1 on endothelial function. CONCLUSION In conclusion, Cbl alleviates endothelial dysfunction by inactivation of the JAK2/STAT4 pathway and inhibition of Runx3 expression in DM. These evidence might underlie novel Cbl-based treatment against DM in the future.
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Affiliation(s)
- Qingsong Jin
- Department of Endocrinology and Metabolism, Yantai Affiliated Hospital of Binzhou Medical University, No. 717, Mouping District, Yantai, 264100, Shandong Province, People's Republic of China
| | - Liangyan Lin
- Department of Endocrinology and Metabolism, Yantai Affiliated Hospital of Binzhou Medical University, No. 717, Mouping District, Yantai, 264100, Shandong Province, People's Republic of China
| | - Tiantian Zhao
- Department of Endocrinology and Metabolism, Yantai Affiliated Hospital of Binzhou Medical University, No. 717, Mouping District, Yantai, 264100, Shandong Province, People's Republic of China
| | - Xiaoyan Yao
- Department of Endocrinology and Metabolism, Yantai Affiliated Hospital of Binzhou Medical University, No. 717, Mouping District, Yantai, 264100, Shandong Province, People's Republic of China
| | - Yaqin Teng
- Department of Endocrinology and Metabolism, Yantai Affiliated Hospital of Binzhou Medical University, No. 717, Mouping District, Yantai, 264100, Shandong Province, People's Republic of China
| | - Dongdong Zhang
- Department of Endocrinology and Metabolism, Yantai Affiliated Hospital of Binzhou Medical University, No. 717, Mouping District, Yantai, 264100, Shandong Province, People's Republic of China
| | - Yongjun Jin
- Department of Endocrinology and Metabolism, Yantai Affiliated Hospital of Binzhou Medical University, No. 717, Mouping District, Yantai, 264100, Shandong Province, People's Republic of China.
| | - Meizi Yang
- Department of Pharmacology, School of Basic Medical Sciences, Binzhou Medical University, No. 522, Huanghe Third Road, Yantai, 264003, Shandong Province, People's Republic of China.
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Dos Santos TJ, Dave C, MacLeish S, Wood JR. Diabetes technologies for children and adolescents with type 1 diabetes are highly dependent on coverage and reimbursement: results from a worldwide survey. BMJ Open Diabetes Res Care 2021; 9:9/2/e002537. [PMID: 34845060 PMCID: PMC8634004 DOI: 10.1136/bmjdrc-2021-002537] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 10/31/2021] [Indexed: 11/06/2022] Open
Abstract
INTRODUCTION To study healthcare professionals' (HCP) perceptions on decision making to start insulin pumps and continuous glucose monitoring (CGM) systems in pediatric type 1 diabetes. RESEARCH DESIGN AND METHODS An electronic survey supported by the International Society for Pediatric and Adolescent Diabetes (ISPAD) was disseminated through a weblink structured as follows: (1) HCP's sociodemographic and work profile; (2) perceptions about indications and contraindications for insulin pumps and (3) for CGM systems; and (4) decision making on six case scenarios. RESULTS 247 responses from 49 countries were analyzed. Seventy per cent of respondents were members of ISPAD. Most of participants were women over 40 years old, who practice as pediatric endocrinologists for more than 10 years at university/academic centers and follow more than 500 people with type 1 diabetes. Although insulin pumps and CGMs are widely available and highly recommended among respondents, their uptake is influenced by access to healthcare coverage/insurance. Personal preference and cost of therapy were identified as the main reasons for turning down diabetes technologies. Parental educational level, language comprehension and income were the most relevant socioeconomic factors that would influence HCPs to recommend diabetes technologies, while gender, religious affiliation and race/ethnicity or citizenship were the least relevant. CONCLUSIONS Responders seem to be markedly supportive of starting people on diabetes technologies. However, coverage/insurance for devices holds the biggest impact on the extent of their recommendations.
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Affiliation(s)
- Tiago Jeronimo Dos Santos
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | | | - Sarah MacLeish
- Department of Pediatric Endocrinology, UH Rainbow Babies and Children's Hospital, Case Western Reserve University, Cleveland, Ohio, USA
| | - Jamie R Wood
- Department of Pediatric Endocrinology, UH Rainbow Babies and Children's Hospital, Case Western Reserve University, Cleveland, Ohio, USA
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Commissariat PV, Roethke LC, Finnegan JL, Guo Z, Volkening LK, Butler DA, Dassau E, Weinzimer SA, Laffel LM. Youth and parent preferences for an ideal AP system: It is all about reducing burden. Pediatr Diabetes 2021; 22:1063-1070. [PMID: 34324772 PMCID: PMC8530854 DOI: 10.1111/pedi.13252] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 07/19/2021] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND As new diabetes technologies improve to better manage glucose levels, users' priorities for future technologies may shift to prioritize burden reduction and ease of use. We used qualitative methods to explore youth and parent desired features of an "ideal" artificial pancreas (AP) system. METHODS We conducted semi-structured interviews with 39 youth, ages 10-25 years, and 44 parents. Interviews were audio-recorded, transcribed, and coded using thematic analysis. RESULTS Youth (79% female, 82% non-Hispanic white) were (M ± SD) ages 17.0 ± 4.7 years, with diabetes for 9.4 ± 4.9 years, and HbA1c of 8.4 ± 1.1%; 79% were pump-treated and 82% used CGM. Of parents, 91% were mothers and 86% were non-Hispanic white. Participants suggested various ways in which an ideal AP system could reduce physical and emotional burdens of diabetes. Physical burdens could be reduced by lessening user responsibilities to manage glucose for food and exercise, and wear or carry devices. Emotional burden could be reduced by mitigating negative emotional reactions to sound and frequency of alerts, while increasing feelings of normalcy. Youth and parents differed in their suggestions to reduce emotional burden. Participants suggested features that would improve glycemia, but nearly always in the context of how the feature would directly reduce their diabetes-specific burden. CONCLUSIONS Although participants expressed interest in improving glucose levels, the pervasive desire among suggested features of an ideal AP system was to minimize the burden of diabetes. Understanding and addressing users' priorities to reduce physical and emotional burden will be necessary to enhance uptake and maintain use of future AP systems.
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Affiliation(s)
| | | | | | | | | | - Deborah A. Butler
- Joslin Diabetes Center, Boston, MA,Harvard Medical School, Boston, MA
| | - Eyal Dassau
- Joslin Diabetes Center, Boston, MA,Harvard University John A. Paulson School of Engineering and Applied Sciences, Cambridge, MA
| | - Stuart A. Weinzimer
- Yale University School of Medicine, New Haven, CT,Yale University School of Nursing, West Haven, CT
| | - Lori M. Laffel
- Joslin Diabetes Center, Boston, MA,Harvard Medical School, Boston, MA
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Lau HH, Gan SU, Lickert H, Shapiro AMJ, Lee KO, Teo AKK. Charting the next century of insulin replacement with cell and gene therapies. MED 2021; 2:1138-1162. [DOI: 10.1016/j.medj.2021.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 08/24/2021] [Accepted: 09/07/2021] [Indexed: 10/20/2022]
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Bittenglova K, Habart D, Saudek F, Koblas T. The Potential of Pancreatic Organoids for Diabetes Research and Therapy. Islets 2021; 13:85-105. [PMID: 34523383 PMCID: PMC8528407 DOI: 10.1080/19382014.2021.1941555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 06/04/2021] [Indexed: 10/20/2022] Open
Abstract
The success of clinical transplantation of pancreas or isolated pancreatic islets supports the concept of cell-based cure for diabetes. One limitation is the shortage of cadaver human pancreata. The demand-supply gap could potentially be bridged by harnessing the self-renewal capacity of stem cells. Pluripotent stem cells and adult pancreatic stem cells have been explored as possible cell sources. Recently, a system for long-term culture of proposed adult pancreatic stem cells in a form of organoids was developed. Generated organoids partially mimic the architecture and cell-type composition of pancreatic tissue. Here, we review the attempts over the past decade, to utilize the organoid cell culture principles in order to identify, expand, and differentiate the adult pancreatic stem cells from different compartments of mouse and human pancreata. The development of the culture conditions, effects of specific growth factors and small molecules is discussed. The potential utility of the adult pancreatic stem cells is considered in the context of other cell sources.
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Affiliation(s)
- Katerina Bittenglova
- Department of Diabetes, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
- First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - David Habart
- Department of Diabetes, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Frantisek Saudek
- Department of Diabetes, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Tomas Koblas
- Department of Experimental Medicine, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
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Infante M, Baidal DA, Rickels MR, Fabbri A, Skyler JS, Alejandro R, Ricordi C. Dual-hormone artificial pancreas for management of type 1 diabetes: Recent progress and future directions. Artif Organs 2021; 45:968-986. [PMID: 34263961 PMCID: PMC9059950 DOI: 10.1111/aor.14023] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 06/09/2021] [Accepted: 06/14/2021] [Indexed: 02/06/2023]
Abstract
Over the last few years, technological advances have led to tremendous improvement in the management of type 1 diabetes (T1D). Artificial pancreas systems have been shown to improve glucose control compared with conventional insulin pump therapy. However, clinically significant hypoglycemic and hyperglycemic episodes still occur with the artificial pancreas. Postprandial glucose excursions and exercise-induced hypoglycemia represent major hurdles in improving glucose control and glucose variability in many patients with T1D. In this regard, dual-hormone artificial pancreas systems delivering other hormones in addition to insulin (glucagon or amylin) may better reproduce the physiology of the endocrine pancreas and have been suggested as an alternative tool to overcome these limitations in clinical practice. In addition, novel ultra-rapid-acting insulin analogs with a more physiological time-action profile are currently under investigation for use in artificial pancreas devices, aiming to address the unmet need for further improvements in postprandial glucose control. This review article aims to discuss the current progress and future outlook in the development of novel ultra-rapid insulin analogs and dual-hormone closed-loop systems, which offer the next steps to fully closing the loop in the artificial pancreas.
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Affiliation(s)
- Marco Infante
- Clinical Cell Transplant Program, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
- Division of Endocrinology, Metabolism and Diabetes, Department of Systems Medicine, CTO A. Alesini Hospital, Diabetes Research Institute Federation, University of Rome Tor Vergata, Rome, Italy
- UniCamillus, Saint Camillus International University of Health Sciences, Rome, Italy
| | - David A. Baidal
- Clinical Cell Transplant Program, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Michael R. Rickels
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Institute for Diabetes, Obesity and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Andrea Fabbri
- Division of Endocrinology, Metabolism and Diabetes, Department of Systems Medicine, CTO A. Alesini Hospital, Diabetes Research Institute Federation, University of Rome Tor Vergata, Rome, Italy
| | - Jay S. Skyler
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Rodolfo Alejandro
- Clinical Cell Transplant Program, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Camillo Ricordi
- Clinical Cell Transplant Program, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
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Dos Santos TJ, Rodrigues TC, Puñales M, Arrais RF, Kopacek C. Newest Diabetes-Related Technologies for Pediatric Type 1 Diabetes and Its Impact on Routine Care: a Narrative Synthesis of the Literature. CURRENT PEDIATRICS REPORTS 2021; 9:142-153. [PMID: 34430071 PMCID: PMC8377456 DOI: 10.1007/s40124-021-00248-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/04/2021] [Indexed: 11/08/2022]
Abstract
Purpose of Review This review aims to address the actual state of the most advanced diabetes devices, as follows: continuous subcutaneous insulin infusions (CSII), continuous glucose monitoring systems (CGM), hybrid-closed loop (HCL) systems, and “Do-it-yourself” Artificial Pancreas Systems (DIYAPS) in children, adolescents, and young adults. This review has also the objective to assess the use of telemedicine for diabetes care across three different areas: education, social media, and daily care. Recent Findings Recent advances in diabetes technology after integration of CSII with CGM have increased the popularity of this treatment modality in pediatric age and shifted the standard diabetes management in many countries. We found an impressive transition from the use of CSII and/or CGM only to integrative devices with automated delivery systems. Although much has changed over the past 5 years, including a pandemic period that precipitated a broader use of telemedicine in diabetes care, some advances in technology may still be an additional burden of care for providers, patients, and caregivers. The extent of a higher rate of “auto-mode” use in diabetes devices while using the HCL/DIYAPS is essential to reduce the burden of diabetes treatment. Summary More studies including higher-risk populations are needed, and efforts should be taken to ensure proper access to cost-effective advanced technology on diabetes care. Supplementary Information The online version contains supplementary material available at 10.1007/s40124-021-00248-7.
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Affiliation(s)
- Tiago Jeronimo Dos Santos
- Pediatrics Unit, Vithas Almería, Instituto Hispalense de Pediatría, Almería Andalusia, Spain.,Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid/IdiPAZ, Madrid, Spain
| | - Ticiana Costa Rodrigues
- Post Graduate Program in Medical Sciences - Endocrinology, Universidade Federal Do Rio Grande Do Sul, Endocrine Division, Hospital de Clínicas de Porto Alegre, Porto Alegre, Rio Grande Do Sul Brazil.,Diabetes Division, Hospital Moinhos de Vento, Porto Alegre, Rio Grande Do Sul Brazil
| | - Marcia Puñales
- Institute for Children with Diabetes, Pediatric Endocrinology Unit, Hospital Nossa Senhora da Conceição, Porto Alegre, Rio Grande Do Sul Brazil
| | - Ricardo Fernando Arrais
- Department of Pediatrics, Pediatric Endocrinology Unit, Federal University of Rio Grande Do Norte, Natal, Rio Grande do Norte Brazil
| | - Cristiane Kopacek
- Department of Pediatrics, Post Graduate Program in Pediatrics, Federal University of Health Sciences of Porto Alegre, Porto Alegre, Rio Grande do Sul Brazil
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