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Real-World Clinical Impact of Using Personal Glucose Targets in a Hybrid Closed-Loop System Differs According to Age. 在混合闭环系统中使用个人血糖目标的实际临床影响因年龄而异。
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-01 DOI: 10.1177/15209156251376010
Julia Ware, Simon Bergford, Peter Calhoun, Judy Sibayan, Malgorzata E Wilinska, Yue Ruan, Roman Hovorka

Objective: CamAPS FX is a customizable hybrid closed-loop app with a default target glucose of 105 mg/dL. The personal glucose target is user-adjustable in 1 mg/dL increments between 80 and 198 mg/dL in 30-min segments over 24 h. We assessed the impact of different personal glucose targets on glycemic control during real-world use of CamAPS FX in different age-groups.

Methods: We retrospectively analyzed data from real-world CamAPS FX users from 11 countries across all age-groups (1 to 90 years), who used the system between December 1, 2022 and November 30, 2023, and had a minimum of 8 weeks of closed-loop use. Every sensor glucose reading was matched to the user-specified glucose target.

Results: In total, 8604 users (mean age 32 ± 19 years, median days of data 89 [IQR 59, 119]) were included. Personal glucose targets were most frequently used by very young children (>50%), followed by school-aged children (>40%). All other age-groups used the default target 65%-68% of the time. Overall, personal glucose targets >120 mg/dL were associated with time in target range <70%. Time <70 mg/dL remained <4% across targets, apart from at the lowest (80-89 mg/dL). Older adults achieved time in range ≥70% across all targets. Very young children and young adults were only able to achieve time in range >70% with targets set below the default, which was associated with time <70 mg/dL of >4% in very young children.

Conclusions: Personal glucose targets are frequently used, with clinical impact differing depending on user-age. Adjusting glucose targets may help to achieve recommended glycemic targets and individual glycemic goals.

目的:CamAPS FX是一个可定制的混合闭环应用程序,默认目标葡萄糖为105 mg/dL。个人血糖目标在24小时内可在30分钟的时间段内以1 mg/dL的增量在80 - 198 mg/dL之间进行调节。我们评估了不同年龄组在实际使用CamAPS FX时不同个人血糖目标对血糖控制的影响。方法:我们回顾性分析了来自11个国家所有年龄组(1至90岁)的真实CamAPS FX用户的数据,这些用户在2022年12月1日至2023年11月30日期间使用该系统,并且至少有8周的闭环使用。每个传感器的葡萄糖读数都与用户指定的葡萄糖目标相匹配。结果:共纳入8604名患者(平均年龄32±19岁,数据中位数89天[IQR 59, 119])。最常使用个人血糖指标的是幼儿(50%),其次是学龄儿童(40%)。所有其他年龄段的人在65%-68%的时间里使用默认目标。总体而言,个人血糖目标在bb0 - 120mg /dL与目标范围内的时间相关,目标低于默认值的时间为70%,而在非常年幼的儿童中,这与时间相关的时间为4%。结论:经常使用个人血糖指标,临床影响因使用者年龄而异。调整血糖目标可能有助于达到推荐血糖目标和个人血糖目标。
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引用次数: 0
Role of Ultra-Rapid Acting Insulin in Managing Diabetes. 超速效胰岛素在糖尿病治疗中的作用。
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-01 DOI: 10.1177/15209156251403447
Satish K Garg, Zehra Haider, Christopher G Parkin
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引用次数: 0
The Potential of Inhaled Insulin Therapy in Overcoming Treatment Barriers in People with Insulin-Treated Diabetes. 吸入胰岛素治疗在克服胰岛素治疗糖尿病患者治疗障碍中的潜力。
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-01 DOI: 10.1177/15209156251403584
Korey K Hood, William H Polonsky

Barriers to insulin therapy remain a critical challenge for individuals with insulin-treated diabetes, contributing to suboptimal clinical outcomes. The Afrezza® inhaled insulin system, with Technosphere® insulin (TI), is a promising alternative to subcutaneous insulin injections, offering a rapid pharmacokinetic profile and ease of use. Clinical studies demonstrate comparable HbA1c reductions, fewer hypoglycemic events, and improved treatment satisfaction with TI compared with rapid-acting insulin analogs. By addressing barriers such as needle aversion, injection-related pain, and variable insulin absorption, TI has the potential to enhance diabetes treatment and quality of life. Individual choice, supported by shared decision-making, is essential for individualized diabetes care, empowering people with diabetes and improving outcomes. Broader adoption requires increased clinician awareness and insurance coverage.

胰岛素治疗的障碍仍然是胰岛素治疗糖尿病患者面临的一个关键挑战,导致临床结果不理想。Afrezza®吸入胰岛素系统,与Technosphere®胰岛素(TI),是一个有前途的替代皮下胰岛素注射,提供快速的药代动力学分析和易于使用。临床研究表明,与速效胰岛素类似物相比,TI可降低HbA1c,减少低血糖事件,提高治疗满意度。通过解决诸如针头厌恶、注射相关疼痛和可变胰岛素吸收等障碍,TI有可能提高糖尿病的治疗和生活质量。在共同决策的支持下,个人选择对于个性化糖尿病护理、增强糖尿病患者权能和改善预后至关重要。更广泛的采用需要提高临床医生的意识和保险范围。
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引用次数: 0
Clinical Impact of Continuous Glucose Monitoring in Noninsulin Treated Type 2 Diabetes: A Review. 持续血糖监测对非胰岛素治疗2型糖尿病的临床影响
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-01-23 DOI: 10.1177/15209156251414980
Grazia Aleppo, Anders L Carlson, Janet B McGill, Hamza Alshannaq, Rodolfo Galindo, Davida Kruger, Carol J Levy, Jessica Y Matuoka, Sabrina Ilham, Guillermo Umpierrez, Gregory J Norman

Continuous glucose monitoring (CGM) technology is becoming increasingly available to people with diabetes using insulin therapy; however, availability for people with type 2 diabetes (T2D) not on insulin remains limited. For people with T2D, there is strong evidence of glycemic benefit with CGM use for those treated with insulin, and CGM is accepted as standard of care. This review explores the impact of CGM use on glycemic and patient-reported outcomes in noninsulin treated populations with T2D, reporting outcomes from 10 identified randomized controlled trials and 15 nonrandomized studies. We report evidence that supports the use of this technology in people with T2D not using insulin.

持续血糖监测(CGM)技术越来越适用于使用胰岛素治疗的糖尿病患者;然而,对于不使用胰岛素的2型糖尿病(T2D)患者,可用性仍然有限。对于t2dm患者,有强有力的证据表明,在接受胰岛素治疗的患者中,使用CGM对血糖有益,CGM被接受为标准治疗。本综述探讨了在非胰岛素治疗的T2D患者中使用CGM对血糖和患者报告结果的影响,报告了10个确定的随机对照试验和15个非随机研究的结果。我们报告了支持在不使用胰岛素的T2D患者中使用该技术的证据。
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引用次数: 0
Accuracy of Dexcom One+ in Patients with Diabetes or Stress Hyperglycemia Hospitalized in Cardiac Intensive Care Unit. Dexcom One+在心脏重症监护病房糖尿病或应激性高血糖患者中的准确性。
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-01-23 DOI: 10.1177/15209156251407717
Jerzy Hohendorff, Barbara Zawislak, Michalina Adamczyk-Hohendorff, Maciej Bagienski, Stanislaw Bartus, Tomasz Klupa, Maciej T Malecki

Background: Continuous glucose monitoring (CGM) systems may assist in glucose management for patients in the cardiac intensive care unit (CICU). We aimed to assess the accuracy, feasibility, and tolerability of Dexcom One+ in comparison with standard blood glucose measurements.

Materials and methods: From September 2024 to May 2025, we included patients with known diabetes or hyperglycemia on admission >140 mg/dL who were hospitalized in the CICU for acute coronary syndrome and/or heart failure. Sensors were inserted into the upper arms, and glucose readings were obtained using a dedicated receiver. Glucose levels were measured with the Cobas Pulse glucometer (Roche Diagnostics) at the routine frequency in the CICU as part of standard care. Accuracy was evaluated by the mean absolute relative difference (MARD). Clinical performance was assessed through Consensus Error Grid analysis. The feasibility outcome included the number of early sensor detachments and sensor failures. Safety outcomes encompassed skin reactions.

Results: We obtained 999 CGM-reference glucose paired samples from 48 patients (39 with previously diagnosed type 2 diabetes aged 73.5 ± 9.6 years. The mean HbA1c was 7.1 ± 1.3%. Overall, 725 paired samples were obtained during oxygen therapy, 362 during vasopressor infusion, and 280 during combined oxygen therapy and vasopressor infusion. CGM use duration was 4.0 ± 3.2 days. There were 3 reference readings below 70 mg/dL, 658 within the 70-180 mg/dL range, and 338 above 180 mg/dL. Overall, MARD was 11.6% (95% CI: 10.9-12.2). 93.5% of readings were in Zone A, 6.1% in Zone B, and 0.4% in Zone C. No readings were found in Zone D + E. We observed one mild hematoma at the insertion site, three sensor failures, and three early detachments.

Conclusions: In patients in CICU, the Dexcom One+ system showed acceptable accuracy and could support glucose monitoring.

背景:连续血糖监测(CGM)系统可能有助于心脏重症监护病房(CICU)患者的血糖管理。我们的目的是评估Dexcom One+与标准血糖测量的准确性、可行性和耐受性。材料和方法:从2024年9月到2025年5月,我们纳入了在CICU因急性冠状动脉综合征和/或心力衰竭住院的入院时已知糖尿病或高血糖患者>140 mg/dL。将传感器插入上臂,通过专用接收器获得葡萄糖读数。作为标准护理的一部分,在CICU中以常规频率使用Cobas脉搏血糖仪(罗氏诊断公司)测量血糖水平。采用平均绝对相对差(MARD)评价准确性。通过共识误差网格分析评估临床表现。可行性结果包括早期传感器分离和传感器故障的数量。安全性结果包括皮肤反应。结果:我们从48例患者(39例既往诊断为2型糖尿病,年龄73.5±9.6岁)中获得999份cgm -参考葡萄糖配对样本。平均HbA1c为7.1±1.3%。总的来说,在氧疗期间获得了725个成对样本,在血管加压素输注期间获得了362个,在氧疗和血管加压素联合输注期间获得了280个。CGM使用时间为4.0±3.2 d。参考读数低于70毫克/分升的有3个,在70-180毫克/分升范围内的有658个,高于180毫克/分升的有338个。总体而言,MARD为11.6% (95% CI: 10.9-12.2)。93.5%的读数在A区,6.1%的读数在B区,0.4%的读数在c区。D + e区未发现读数。我们观察到1例插入部位轻度血肿,3例传感器故障,3例早期脱落。结论:在CICU患者中,Dexcom One+系统显示出可接受的准确性,可以支持血糖监测。
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引用次数: 0
The Effect of Automated Insulin Delivery Systems on Sleep Quality and Quantity in Type 1 Diabetes: A Systematic Review and Meta-Analysis. 自动胰岛素输送系统对1型糖尿病患者睡眠质量和睡眠量的影响:一项系统综述和荟萃分析
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-01-23 DOI: 10.1177/15209156251411925
Michael Zaucha Sørensen, Tue Helms Andersen, Tommi Suvitaival, Jannet Svensson, Kirsten Nørgaard, Merete Bechmann Christensen

Introduction: Automated insulin delivery (AID) systems have improved treatment for people with type 1 diabetes (T1D). Treatment with AID may also improve sleep. However, there is a need to examine this further.

Objective: To systematically collect and synthesize data from available studies that have assessed subjective and objective sleep parameters in people with T1D transitioning to AID systems.

Methods: Searches were performed in multiple databases, and the systematic review was reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Meta-analyses were performed for randomized clinical trials (RCTs) and prospective studies when feasible; incompatible studies were reviewed narratively. Data from adults, children, and caregivers of children were analyzed separately.

Results: A total of 27 studies met eligibility criteria. Sufficient data for meta-analysis were available only for subjective sleep quality measured by the Pittsburgh Sleep Quality Index (PSQI). Among adult AID users, no significant change in PSQI scores was observed in RCTs, while prospective studies found a minor improvement with AID systems (study n = 7, mean -0.42 points, 95% confidence interval [CI]: -0.81, -0.04, p = 0.03). For caregivers of children with T1D, analyses of both RCTs and prospective studies found improved sleep quality with AID systems (RCTs: n = 2, mean -1.79 points, 95%CI: -2.96, -0.61, p = 0.003 | Prospective studies: n = 4, mean -1.24 points, 95%CI: -2.02, -0.46, p = 0.002). Data on children with T1D were not sufficiently available for meta-analysis. Studies varied considerably in terms of comparator treatments and populations of interest. Most studies were based on secondary or ad hoc analyses.

Conclusion: AID systems may improve perceived sleep quality in caregivers of children with T1D. The effect on adults with T1D is inconclusive, although prospective studies suggest a benefit. Studies reporting objective sleep measures and data regarding children with T1D are limited. Further research in these areas is needed.

导读:自动化胰岛素输送(AID)系统改善了1型糖尿病(T1D)患者的治疗。AID治疗也可以改善睡眠。然而,有必要进一步研究这一点。目的:系统地收集和综合现有研究的数据,评估T1D患者向AID系统过渡时的主观和客观睡眠参数。方法:在多个数据库中进行检索,并根据系统评价和荟萃分析指南的首选报告项目进行系统评价报告。在可行的情况下,对随机临床试验(rct)和前瞻性研究进行meta分析;叙述地回顾了不相容的研究。分别对成人、儿童和儿童看护人的数据进行分析。结果:共有27项研究符合入选标准。只有通过匹兹堡睡眠质量指数(PSQI)测量主观睡眠质量,才有足够的数据进行meta分析。在成年AID使用者中,随机对照试验未观察到PSQI评分的显著变化,而前瞻性研究发现使用AID系统有轻微改善(研究n = 7,平均值-0.42分,95%可信区间[CI]: -0.81, -0.04, p = 0.03)。对于T1D儿童的护理人员,对随机对照试验和前瞻性研究的分析均发现,使用AID系统可改善睡眠质量(随机对照试验:n = 2,平均-1.79分,95%CI: -2.96, -0.61, p = 0.003 |前瞻性研究:n = 4,平均-1.24分,95%CI: -2.02, -0.46, p = 0.002)。关于T1D儿童的数据不足以进行荟萃分析。在比较治疗和感兴趣的人群方面,研究差异很大。大多数研究都是基于二次分析或特别分析。结论:辅助睡眠系统可改善T1D患儿护理人员的感知睡眠质量。对成年T1D患者的影响尚无定论,尽管前瞻性研究表明有益。报道T1D儿童客观睡眠测量和数据的研究有限。这些领域需要进一步的研究。
{"title":"The Effect of Automated Insulin Delivery Systems on Sleep Quality and Quantity in Type 1 Diabetes: A Systematic Review and Meta-Analysis.","authors":"Michael Zaucha Sørensen, Tue Helms Andersen, Tommi Suvitaival, Jannet Svensson, Kirsten Nørgaard, Merete Bechmann Christensen","doi":"10.1177/15209156251411925","DOIUrl":"https://doi.org/10.1177/15209156251411925","url":null,"abstract":"<p><strong>Introduction: </strong>Automated insulin delivery (AID) systems have improved treatment for people with type 1 diabetes (T1D). Treatment with AID may also improve sleep. However, there is a need to examine this further.</p><p><strong>Objective: </strong>To systematically collect and synthesize data from available studies that have assessed subjective and objective sleep parameters in people with T1D transitioning to AID systems.</p><p><strong>Methods: </strong>Searches were performed in multiple databases, and the systematic review was reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Meta-analyses were performed for randomized clinical trials (RCTs) and prospective studies when feasible; incompatible studies were reviewed narratively. Data from adults, children, and caregivers of children were analyzed separately.</p><p><strong>Results: </strong>A total of 27 studies met eligibility criteria. Sufficient data for meta-analysis were available only for subjective sleep quality measured by the Pittsburgh Sleep Quality Index (PSQI). Among adult AID users, no significant change in PSQI scores was observed in RCTs, while prospective studies found a minor improvement with AID systems (study <i>n</i> = 7, mean -0.42 points, 95% confidence interval [CI]: -0.81, -0.04, <i>p</i> = 0.03). For caregivers of children with T1D, analyses of both RCTs and prospective studies found improved sleep quality with AID systems (RCTs: <i>n</i> = 2, mean -1.79 points, 95%CI: -2.96, -0.61, <i>p</i> = 0.003 | Prospective studies: <i>n</i> = 4, mean -1.24 points, 95%CI: -2.02, -0.46, <i>p</i> = 0.002). Data on children with T1D were not sufficiently available for meta-analysis. Studies varied considerably in terms of comparator treatments and populations of interest. Most studies were based on secondary or ad hoc analyses.</p><p><strong>Conclusion: </strong>AID systems may improve perceived sleep quality in caregivers of children with T1D. The effect on adults with T1D is inconclusive, although prospective studies suggest a benefit. Studies reporting objective sleep measures and data regarding children with T1D are limited. Further research in these areas is needed.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"15209156251411925"},"PeriodicalIF":6.3,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146028928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Safety of Inhaled Insulin in Adults with Diabetes. 成人糖尿病患者吸入胰岛素的安全性
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-01-23 DOI: 10.1177/15209156251390830
Roy W Beck, Satish K Garg, Irl B Hirsch
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引用次数: 0
Outcomes in United States Veterans on Insulin Pumps Following Rapid Deployment of Telehealth Care. 远程医疗快速部署后美国退伍军人胰岛素泵治疗的结果
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-01-23 DOI: 10.1177/15209156251403561
Staci L Orbell, Brian C Lund, Nadejda Kim, Ronald A Codario, Archana Bandi, Maria K Mor, Jamie L Estock

The impacts of the rapid transition to telehealth care among Veterans on insulin pumps (VIPs) at the onset of the COVID-19 pandemic have not yet been studied. We performed a longitudinal analysis of VIP outcomes from October 1, 2018 to September 30, 2021 using mixed effects logistic regression to assess changes in VA care delivery and VIP outcomes. Among 11,758 VIPs, adjusted odds of VIPs experiencing diabetes specialty care appointment delays increased by 31% in the first pandemic quarter and 44% in subsequent pandemic quarters. Adjusted odds of VIPs completing HbA1c testing decreased by 75% in the first pandemic quarter and 23% in subsequent pandemic quarters. No increases were found in the percentage of VIPs with poor diabetes control, diabetes-related emergency department or inpatient admissions, or all-cause mortality. VA telehealth expansion during the COVID-19 pandemic was associated with disruptions in care delivery, but the percentage of VIPs with adverse diabetes outcomes did not increase.

在COVID-19大流行开始时,退伍军人快速过渡到远程医疗对胰岛素泵(vip)的影响尚未得到研究。我们对2018年10月1日至2021年9月30日的VIP结果进行了纵向分析,使用混合效应logistic回归来评估VA护理交付和VIP结果的变化。在11,758名vip患者中,在第一个大流行季度,经历糖尿病专科护理预约延迟的vip患者调整后的几率增加了31%,在随后的大流行季度增加了44%。在第一个大流行季度,vip完成HbA1c检测的调整几率下降了75%,在随后的大流行季度下降了23%。糖尿病控制不佳、糖尿病相关急诊科或住院患者或全因死亡率的vip百分比均未发现增加。在2019冠状病毒病大流行期间,VA远程医疗的扩展与医疗服务中断有关,但糖尿病不良结局的vip百分比没有增加。
{"title":"Outcomes in United States Veterans on Insulin Pumps Following Rapid Deployment of Telehealth Care.","authors":"Staci L Orbell, Brian C Lund, Nadejda Kim, Ronald A Codario, Archana Bandi, Maria K Mor, Jamie L Estock","doi":"10.1177/15209156251403561","DOIUrl":"https://doi.org/10.1177/15209156251403561","url":null,"abstract":"<p><p>The impacts of the rapid transition to telehealth care among Veterans on insulin pumps (VIPs) at the onset of the COVID-19 pandemic have not yet been studied. We performed a longitudinal analysis of VIP outcomes from October 1, 2018 to September 30, 2021 using mixed effects logistic regression to assess changes in VA care delivery and VIP outcomes. Among 11,758 VIPs, adjusted odds of VIPs experiencing diabetes specialty care appointment delays increased by 31% in the first pandemic quarter and 44% in subsequent pandemic quarters. Adjusted odds of VIPs completing HbA1c testing decreased by 75% in the first pandemic quarter and 23% in subsequent pandemic quarters. No increases were found in the percentage of VIPs with poor diabetes control, diabetes-related emergency department or inpatient admissions, or all-cause mortality. VA telehealth expansion during the COVID-19 pandemic was associated with disruptions in care delivery, but the percentage of VIPs with adverse diabetes outcomes did not increase.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"15209156251403561"},"PeriodicalIF":6.3,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146028866","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association of Continuous Glucose Monitoring Metrics with Incident Diabetic Retinopathy: A Real-World Long-Term Study. 连续血糖监测指标与糖尿病视网膜病变的关联:一项真实世界的长期研究。
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-01-23 DOI: 10.1177/15209156261416922
Tomoki Okuno, Sharon A Macwan, Gregory J Norman, Donald R Miller, Peter D Reaven, Jin J Zhou

We analyzed data from 2253 veterans with type 1 (34%) or type 2 (66%) diabetes who initiated Dexcom continuous glucose monitoring (CGM) between 2015 and 2022, all with ≥10 days of data over a 6-month landmark period. CGM data were merged with electronic health records (EHR). Diabetic retinopathy (DR) was defined from EHR diagnoses. Incident DR was assessed up to 4 years from CGM initiation. Cox models evaluated associations between CGM metrics (mean glucose [MG], time in range [TIR], time above range [TAR], glycemia risk index [GRI], coefficient of variation, and week-to-week average real variability [ARV]) and DR. There were 99 incident DR events. In separate multivariable models, higher MG, TAR, GRI, and ARV, and lower TIR were associated with DR risk; these associations (except ARV) remained significant after landmark HbA1c adjustment and were stronger than for landmark HbA1c itself, suggesting that CGM metrics provide more informative risk stratification than HbA1c alone.

我们分析了2253名1型(34%)或2型(66%)糖尿病退伍军人的数据,这些退伍军人在2015年至2022年期间开始Dexcom连续血糖监测(CGM),所有数据在6个月的里程碑期内均≥10天。将CGM数据与电子健康记录(EHR)合并。糖尿病视网膜病变(DR)由电子病历诊断确定。从CGM开始到4年,对事件DR进行评估。Cox模型评估了CGM指标(平均血糖[MG]、范围内时间[TIR]、范围以上时间[TAR]、血糖危险指数[GRI]、变异系数和周-周平均实际变异性[ARV])与DR之间的关系。在单独的多变量模型中,较高的MG、TAR、GRI和ARV以及较低的TIR与DR风险相关;这些相关性(ARV除外)在里程碑式HbA1c调整后仍然显著,并且比里程碑式HbA1c本身更强,这表明CGM指标比单独的HbA1c提供更有信息的风险分层。
{"title":"Association of Continuous Glucose Monitoring Metrics with Incident Diabetic Retinopathy: A Real-World Long-Term Study.","authors":"Tomoki Okuno, Sharon A Macwan, Gregory J Norman, Donald R Miller, Peter D Reaven, Jin J Zhou","doi":"10.1177/15209156261416922","DOIUrl":"https://doi.org/10.1177/15209156261416922","url":null,"abstract":"<p><p>We analyzed data from 2253 veterans with type 1 (34%) or type 2 (66%) diabetes who initiated Dexcom continuous glucose monitoring (CGM) between 2015 and 2022, all with ≥10 days of data over a 6-month landmark period. CGM data were merged with electronic health records (EHR). Diabetic retinopathy (DR) was defined from EHR diagnoses. Incident DR was assessed up to 4 years from CGM initiation. Cox models evaluated associations between CGM metrics (mean glucose [MG], time in range [TIR], time above range [TAR], glycemia risk index [GRI], coefficient of variation, and week-to-week average real variability [ARV]) and DR. There were 99 incident DR events. In separate multivariable models, higher MG, TAR, GRI, and ARV, and lower TIR were associated with DR risk; these associations (except ARV) remained significant after landmark HbA1c adjustment and were stronger than for landmark HbA1c itself, suggesting that CGM metrics provide more informative risk stratification than HbA1c alone.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"15209156261416922"},"PeriodicalIF":6.3,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146028690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Performance of the Fifth Generation of a 16-Day Continuous Glucose Monitoring System in Adults with Diabetes. 成人糖尿病患者第五代16天连续血糖监测系统的性能
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-01-23 DOI: 10.1177/15209156261416870
Shichen Chang, Yibing Lu, Hongwei Ling, Guanqun Zhang, Yanan Zhang, Xiaoying Li, Lin Zhao

Background: This study evaluated the accuracy and safety of the Anytime 5Pro continuous glucose monitoring (CGM) system, a real-time, factory-calibrated device, over a 16-day period in adults with diabetes.

Methods: Adult participants with type 1 or type 2 diabetes were recruited from three clinical sites in China. Each participant was equipped with four sensors (one on each upper arm and two on the abdomen) for a period of up to 16 days. To evaluate sensor performance, participants were randomly assigned to one of three 7-hour clinic sessions on days 1 or 2, days 7, 8 or 9, and day 16. During the sessions, the real-time glucose values measured by Anytime 5Pro CGM system were compared with venous blood glucose values measured by the EKF blood glucose detector. Primary endpoints for assessment were the mean absolute relative difference (MARD), the proportion of CGM values within ± 20%/±20 mg/dL of reference values, and the percentage of paired points within Zones A and B of the consensus error grids.

Results: In the cohort of 72 participants (287 sensors), the CGM system exhibited an overall MARD of 8.58%, with 96.59% of values within the ± 20%/±20 mg/dL criteria. Comparative analysis revealed similar accuracy between arm (MARD: 8.58%; agreement: 97.03%) and abdomen (MARD: 8.58%; agreement: 96.16%) sensor placements. Throughout the 16-day wear period, the ± 20%/±20 mg/dL agreement rates remained above 95%, with MARDs ranging from 8.30%-8.88%. Consensus error grid analysis showed 99.99% of points in Zones A and B. No serious adverse events were reported.

Conclusions: The system demonstrated accurate glucose measurements across the 16-day wear period, irrespective of sensor placement site or glucose concentration.

背景:本研究评估了Anytime 5Pro连续血糖监测系统(CGM)的准确性和安全性,该系统是一种实时的、工厂校准的设备,对成人糖尿病患者进行了为期16天的监测。方法:从中国的三个临床站点招募1型或2型糖尿病成年参与者。每个参与者都配备了四个传感器(上臂各一个,腹部两个),为期16天。为了评估传感器的性能,参与者在第1天或第2天、第7天、第8天或第9天以及第16天被随机分配到三个7小时的临床会议之一。在疗程中,将Anytime 5Pro CGM系统实时测量的血糖值与EKF血糖仪测量的静脉血血糖值进行比较。评估的主要终点是平均绝对相对差(MARD), CGM值在参考值±20%/±20 mg/dL范围内的比例,以及共识误差网格A区和B区内成对点的百分比。结果:在72名参与者(287个传感器)的队列中,CGM系统的总体MARD为8.58%,其中96.59%的值在±20%/±20 mg/dL标准范围内。对比分析显示,手臂(MARD: 8.58%,一致性:97.03%)和腹部(MARD: 8.58%,一致性:96.16%)传感器放置的准确性相似。在16天的磨损过程中,±20%/±20 mg/dL的符合率保持在95%以上,mard范围为8.30%-8.88%。一致性误差网格分析显示,A区和b区有99.99%的点,未报告严重不良事件。结论:无论传感器放置位置或葡萄糖浓度如何,该系统在16天的磨损期间都能准确测量葡萄糖。
{"title":"Performance of the Fifth Generation of a 16-Day Continuous Glucose Monitoring System in Adults with Diabetes.","authors":"Shichen Chang, Yibing Lu, Hongwei Ling, Guanqun Zhang, Yanan Zhang, Xiaoying Li, Lin Zhao","doi":"10.1177/15209156261416870","DOIUrl":"https://doi.org/10.1177/15209156261416870","url":null,"abstract":"<p><strong>Background: </strong>This study evaluated the accuracy and safety of the Anytime 5Pro continuous glucose monitoring (CGM) system, a real-time, factory-calibrated device, over a 16-day period in adults with diabetes.</p><p><strong>Methods: </strong>Adult participants with type 1 or type 2 diabetes were recruited from three clinical sites in China. Each participant was equipped with four sensors (one on each upper arm and two on the abdomen) for a period of up to 16 days. To evaluate sensor performance, participants were randomly assigned to one of three 7-hour clinic sessions on days 1 or 2, days 7, 8 or 9, and day 16. During the sessions, the real-time glucose values measured by Anytime 5Pro CGM system were compared with venous blood glucose values measured by the EKF blood glucose detector. Primary endpoints for assessment were the mean absolute relative difference (MARD), the proportion of CGM values within ± 20%/±20 mg/dL of reference values, and the percentage of paired points within Zones A and B of the consensus error grids.</p><p><strong>Results: </strong>In the cohort of 72 participants (287 sensors), the CGM system exhibited an overall MARD of 8.58%, with 96.59% of values within the ± 20%/±20 mg/dL criteria. Comparative analysis revealed similar accuracy between arm (MARD: 8.58%; agreement: 97.03%) and abdomen (MARD: 8.58%; agreement: 96.16%) sensor placements. Throughout the 16-day wear period, the ± 20%/±20 mg/dL agreement rates remained above 95%, with MARDs ranging from 8.30%-8.88%. Consensus error grid analysis showed 99.99% of points in Zones A and B. No serious adverse events were reported.</p><p><strong>Conclusions: </strong>The system demonstrated accurate glucose measurements across the 16-day wear period, irrespective of sensor placement site or glucose concentration.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"15209156261416870"},"PeriodicalIF":6.3,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146028877","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Diabetes technology & therapeutics
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