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Dosing Afrezza: It's Not that Complicated. 给阿弗雷扎加药:没那么复杂。
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-01 DOI: 10.1177/15209156251403580
Steve V Edelman, Thomas C Blevins, Christopher G Parkin, Irl B Hirsch

Afrezza inhaled insulin offers a unique alternative to subcutaneous insulin delivery, providing a rapid onset to effectively manage postprandial glucose spikes with a short duration of action that minimizes delayed postprandial hypoglycemia. Although Afrezza has been commercially available for more than a decade, its adoption has been limited by lack of clinician awareness, confusion about dosing, and skepticism about its efficacy and safety. This article presents our perspectives on Afrezza regarding dosing and titration strategies, patient selection and education, and other practical considerations.

Afrezza吸入胰岛素提供了一种独特的皮下胰岛素递送替代方案,提供快速起效,有效地控制餐后血糖峰值,作用时间短,最大限度地减少延迟餐后低血糖。尽管Afrezza商业化已有十多年,但由于缺乏临床医生的认识,对剂量的混淆以及对其有效性和安全性的怀疑,它的采用受到限制。这篇文章介绍了我们对Afrezza的看法,包括剂量和滴定策略、患者选择和教育以及其他实际考虑。
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引用次数: 0
Use of Inhaled Insulin with Automated Insulin Delivery Systems. 在自动胰岛素输送系统中使用吸入胰岛素。
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-01 DOI: 10.1177/15209156251407710
Eda Cengiz, Roy W Beck

Innovations in diabetes medications and technologies have revolutionized our approach to the management of diabetes. Automated insulin delivery (AID) systems have substantially improved overall glycemia and time-in-range; however, AID systems do not eliminate postprandial hyperglycemia or correct hyperglycemia quickly, given the glucose-lowering action lag of insulins that are used in AID systems. Inhaled insulin offers a novel approach to prandial insulin delivery, characterized by rapid absorption kinetics and a "rapid on, rapid off" pharmacokinetic profile that closely mimics endogenous insulin secretion and can compensate for the glucose-lowering action delay of subcutaneous insulin delivery. While the integration of inhaled insulin with AID systems presents an opportunity to address the limitations of subcutaneous insulin formulations, challenges remain in harmonizing the pharmacokinetics of inhaled insulin with AID systems. This article reviews the current evidence supporting the potential role of concomitant use of TI with AID and gaps in our current knowledge that need to be filled with future studies.

糖尿病药物和技术的创新已经彻底改变了我们治疗糖尿病的方法。自动胰岛素输送(AID)系统大大改善了总体血糖和时间范围;然而,由于在AID系统中使用的胰岛素的降血糖作用滞后,AID系统不能消除餐后高血糖或迅速纠正高血糖。吸入胰岛素提供了一种新的膳食胰岛素递送方法,其特点是快速吸收动力学和“快速开、快速关”的药代动力学特征,与内源性胰岛素分泌非常相似,可以弥补皮下胰岛素递送的降血糖作用延迟。虽然吸入胰岛素与AID系统的整合为解决皮下胰岛素配方的局限性提供了机会,但在协调吸入胰岛素与AID系统的药代动力学方面仍然存在挑战。这篇文章回顾了目前支持TI与aids同时使用的潜在作用的证据,以及我们目前的知识中需要通过未来的研究来填补的空白。
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引用次数: 0
Potential Applications of Inhaled Insulin in Diabetic Ketoacidosis Prevention and During Exercise: Two Case Presentations. 吸入胰岛素在糖尿病酮症酸中毒预防和运动中的潜在应用:两例报告。
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-01 DOI: 10.1177/15209156251408036
Michael C Riddell, Christopher G Parkin, Lauren V Turner, Halis Kaan Akturk

Reliance on endogenous insulin remains a significant challenge for individuals with type 1 diabetes (T1D). Although current rapid-acting insulin analogs (RAA) and ultra-rapid-acting insulin analogs (URAA) can provide effective postprandial glycemic control, inaccurate calculation of carbohydrates and mistiming of insulin injections can result in postprandial glucose spikes or early hypoglycemia. Their long duration of action also raises concerns about insulin stacking, which may result in late postprandial hypoglycemia. Unlike injected or infused rapid-acting insulins, Technosphere® insulin (TI) may bypass the slower absorption and hepatic degradation associated with subcutaneous delivery, ensuring faster systemic availability, however definitive studies have not been conducted. This characteristic of TI aligns closely with the timing of ketone body production, enabling timely intervention to prevent progression to full-blown ketoacidosis. The RAA and URAA profile characteristics are also problematic for individuals who engage in regular physical activity, often resulting in hypoglycemia, hyperglycemia, or both. This article reviews the challenges and potential dangers associated with managing T1D and discusses how TI, the only commercially available inhaled insulin, may overcome the inherent limitations of current RAA and URAA therapies.

对于1型糖尿病(T1D)患者来说,依赖内源性胰岛素仍然是一个重大挑战。虽然目前的速效胰岛素类似物(RAA)和超速效胰岛素类似物(URAA)可以提供有效的餐后血糖控制,但碳水化合物计算不准确和胰岛素注射时机错误可能导致餐后血糖峰值或早期低血糖。它们的长时间作用也引起了对胰岛素堆积的关注,这可能导致餐后低血糖。与注射或输注的速效胰岛素不同,Technosphere®胰岛素(TI)可以绕过与皮下给药相关的较慢的吸收和肝脏降解,确保更快的全身可用性,但尚未进行明确的研究。TI的这一特点与酮体产生的时间密切相关,能够及时干预以防止进展为全面酮症酸中毒。RAA和URAA特征对于经常进行体育锻炼的人来说也是有问题的,经常导致低血糖、高血糖或两者兼而有之。本文回顾了与T1D治疗相关的挑战和潜在危险,并讨论了TI(唯一可市售的吸入胰岛素)如何克服当前RAA和URAA治疗的固有局限性。
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引用次数: 0
Overcoming Therapeutic Inertia with Inhaled Insulin Therapy. 吸入胰岛素治疗克服治疗惰性。
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-01 DOI: 10.1177/15209156251403562
Thomas C Blevins, Steve V Edelman

Despite the known acute and chronic complications associated with suboptimal glycemic control, only approximately 25% of people with type 1 diabetes and type 2 diabetes who are treated with prandial insulin are achieving the American Diabetes Association-recommended glycated hemoglobin target of <7%. A significant driver of poor diabetes management is therapeutic inertia, which is the failure to intensify therapy when glycemic goals are not achieved. suboptimal adherence to insulin therapy. While patient reluctance to initiate or intensify insulin therapy can be attributed to many factors, the most common reasons for nonadherence include fear of hypoglycemia, aversion to needles, and concerns about weight gain. Whereas clinicians often delay therapy intensification due to lack education/training in insulin therapy, concerns about hypoglycemia, and restrictions on time and resources. Inhaled insulin therapy with Technosphere® insulin has the potential to overcome these obstacles. This article reviews the impact of therapeutic inertia in individuals with diabetes who are treated with insulin or require insulin therapy and discusses how the use of inhaled insulin may overcome many of the barriers to insulin treatment intensification.

尽管已知与血糖控制欠佳相关的急性和慢性并发症,但只有大约25%的1型糖尿病和2型糖尿病患者在接受膳食胰岛素治疗后达到了美国糖尿病协会推荐的糖化血红蛋白目标
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引用次数: 0
Safety and Glycemic Outcomes of the MiniMed 780G System with a Disposable All-in-One Sensor. 使用一次性一体化传感器的最小化780G系统的安全性和血糖结局。
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-01 DOI: 10.1177/15209156251368928
Laura M Nally, Jennifer L Sherr, Satish K Garg, Brynn E Marks, Lori M Laffel, Catherine Pihoker, Siham D Accacha, James R Thrasher, M Jennifer Abuzzahab, John H Reed, Laya Ekhlaspour, Sonali Belapurkar, Dorothy I Shulman, Bhuvana Sunil, Sarah A MacLeish, Kashif Latif, Gregory P Forlenza, Kristin Castorino, Rayhan A Lal, Bruce W Bode, Frances E Broyles, Anders L Carlson, Benjamin U Nwosu, John Shin, Haoxi Ma, Alysha Salbato, Toni L Cordero, Yuri Treminio, Jennifer J McVean, Andrew S Rhinehart, Robert A Vigersky

Introduction: The present study assessed the impact of the disposable Simplera Sync™ sensor with the MiniMed™ 780G (MM780G) advanced hybrid closed-loop (AHCL) system on type 1 diabetes (T1D) glycemic metrics, insulin delivery, and safety.

Materials and methods: Youths (aged 7-17 years) and adults (aged 18-80 years) with T1D were enrolled in this single-arm, nonrandomized study at 24 sites in the United States. Participants began with an ∼2-week run-in period where hybrid closed-loop (HCL; auto basal only) or open-loop insulin delivery was used, followed by an ∼3-month study period with AHCL activated. Glycemic outcomes and insulin delivery during the last 6-7 weeks of the study, when settings were optimized at investigator's discretion, were compared with the run-in. Glycemic outcomes with the use of recommended optimal settings (ROS, 100 mg/dL glucose target with a 2-h active insulin time) were explored.

Results: Time in automation was high (>93%) and mean time in range (TIR) increased from 54.4% ± 15.7% to 71.4% ± 9.9% (P < 0.001) in youths and from 66.5% ± 12.6% to 80.2% ± 8.1% (P < 0.001) in adults, primarily due to reduced time above range. Youths had a slight increase in time below range (TBR <70 mg/dL) from 1.6% ± 1.7% to 1.9% ± 1.4% (P < 0.001), while adults had no significant difference in TBR. For ROS users, TIR was 74.7% ± 9.3% in youths and 83.8% ± 7.4% in adults. Throughout the study ∼60% of total daily insulin dose was automated (auto basal and auto correction) in both cohorts. There were two cases of severe hypoglycemia and one episode of diabetic ketoacidosis (not related to the device).

Conclusions: MM780G use with the Simplera Sync sensor is safe and demonstrated improved glycemic outcomes in both pediatric and adult participants with T1D, compared with the run-in period.

本研究评估了一次性Simplera Sync™传感器与MiniMed™780G (MM780G)先进混合闭环(AHCL)系统对1型糖尿病(T1D)血糖指标、胰岛素输送和安全性的影响。材料和方法:T1D青少年(7-17岁)和成人(18-80岁)被纳入这项在美国24个地点进行的单臂非随机研究。参与者开始进行约2周的磨合期,其中使用混合闭环(HCL;仅自动基础)或开环胰岛素递送,随后进行约3个月的AHCL激活研究期。在研究的最后6-7周,当研究者自行优化设置时,将血糖结局和胰岛素输送与磨合期进行比较。使用推荐的最佳设置(ROS, 100 mg/dL葡萄糖目标,2小时胰岛素活性时间)探讨血糖结局。结果:青年人自动化时间高(>93%),平均值域时间(TIR)从54.4%±15.7%上升到71.4%±9.9% (P < 0.001),成人从66.5%±12.6%上升到80.2%±8.1% (P < 0.001),主要原因是值域以上时间减少。青少年TBR低于范围的时间略有增加(P < 0.001),而成人TBR无显著差异。对于ROS使用者,青少年的TIR为74.7%±9.3%,成人为83.8%±7.4%。在整个研究过程中,两个队列中每日总胰岛素剂量的约60%是自动的(自动基础和自动校正)。严重低血糖2例,糖尿病酮症酸中毒1例(与设备无关)。结论:与磨合期相比,MM780G与Simplera Sync传感器一起使用是安全的,并且在儿童和成人T1D患者中均显示出改善的血糖结局。
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引用次数: 0
Accuracy of Dexcom G6 Pro and G7 Continuous Glucose Monitors in Patients Treated with Maintenance Dialysis. Dexcom G6 Pro和G7连续血糖监测仪在维持性透析患者中的准确性。
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-01 DOI: 10.1177/15209156251368934
Leila R Zelnick, Subbulaxmi Trikudanathan, Yoshio N Hall, Ernest Ayers, Lisa Anderson, Nathaniel Ashford, Evelin Jones, Andrew N Hoofnagle, Ian H de Boer, Irl B Hirsch

Background and aims: Continuous glucose monitors (CGMs) can comprehensively assess glycemic patterns in patients treated with dialysis, in whom conventional biomarkers such as glycated hemoglobin are inaccurate. Nonetheless, adoption of recent versions of CGMs in this population has been complicated by concerns about interstitial volume expansion, interfering substances, and effects of dialysis treatment. This study aimed to examine the accuracy of the G6 Pro and G7 CGM systems (Dexcom, Inc.) compared with self-monitored blood glucose (SMBG) in a dialysis population.

Methods: Twelve participants treated with maintenance dialysis (11 hemodialysis, 1 peritoneal dialysis [PD]) with diabetes wore concurrent G6 Pro and G7 CGMs for a period of 10 days, during which they measured SMBG using a Contour Next glucometer. We summarized CGM-glucometer Pearson correlations, calculated the mean absolute relative difference (MARD) of G6 Pro/G7 and SMBG, created Diabetes Technology Society (DTS) error grids, and investigated the CGM lag time that most closely corresponded with SMBG.

Results: Mean (standard deviation [SD]) age of participants was 50 (12) years, 50% were female, mean (SD) diabetes duration was 24 (9) years, and 92% used insulin. Participants collected 245 SMBG measurements over a total of 178 days of CGM. The Pearson correlations of G6 Pro and SMBG, G7 and SMBG, and G6 Pro and G7 were 0.87, 0.88, and 0.95, respectively. The MARDs of G6 Pro versus SMBG and G7 versus SMBG were 21.2% and 16.7%, respectively; excluding one PD participant with highly variable glucose, MARDs were 18.3% and 13.5%. The DTS error grids showed that 96.7% of G6 Pro and 98.0% of G7 measurements were clinically acceptable (Zones A/B) when compared with SMBG. We observed evidence of greater lag times than previously seen in nondialysis populations and substantial between- and within-person variability in CGM performance.

Conclusions: Among patients with diabetes treated with maintenance dialysis, CGM measurements of glucose had high correlation with SMBG, with better performance of the G7 compared with G6 Pro. MARD was higher than previously reported in nondialysis populations, but most values fell within clinically acceptable ranges. While issues around lag time, sensor placement, and interfering substances that may impact CGM performance warrant further investigation, our study findings support the use of CGM to evaluate glycemia in the dialysis population.

背景和目的:连续血糖监测仪(cgm)可以全面评估透析患者的血糖模式,在这些患者中,传统的生物标志物如糖化血红蛋白是不准确的。然而,由于对间质体积扩张、干扰物质和透析治疗效果的担忧,在这一人群中采用最新版本的cgm变得复杂。本研究旨在检验G6 Pro和G7 CGM系统(Dexcom, Inc.)在透析人群中与自我监测血糖(SMBG)相比的准确性。方法:12名接受维持性透析治疗的糖尿病患者(11名血液透析,1名腹膜透析[PD])同时使用G6 Pro和G7 cgm,持续10天,在此期间,他们使用Contour Next血糖仪测量SMBG。我们总结了CGM-血糖仪Pearson相关性,计算了G6 Pro/G7与SMBG的平均绝对相对差(MARD),创建了糖尿病技术协会(DTS)误差网格,并研究了与SMBG最接近的CGM滞后时间。结果:参与者的平均(标准差[SD])年龄为50(12)岁,50%为女性,平均(SD)糖尿病病程为24(9)年,92%使用胰岛素。参与者在总共178天的CGM中收集了245个SMBG测量值。G6 Pro与SMBG、G7与SMBG、G6 Pro与G7的Pearson相关系数分别为0.87、0.88、0.95。G6 Pro与SMBG、G7与SMBG的MARDs分别为21.2%和16.7%;排除一名血糖高度可变的PD患者,mard分别为18.3%和13.5%。DTS误差网格显示,与SMBG相比,96.7%的G6 Pro和98.0%的G7测量值是临床可接受的(A/B区)。我们在非透析人群中观察到比以前更大的滞后时间,并且在CGM表现上存在很大的人与人之间和人与人之间的差异。结论:在接受维持性透析治疗的糖尿病患者中,CGM测量的葡萄糖与SMBG高度相关,与G6 Pro相比,G7的表现更好。非透析人群的MARD高于先前报道,但大多数值在临床可接受范围内。虽然延迟时间、传感器放置和干扰物质等可能影响CGM性能的问题需要进一步调查,但我们的研究结果支持使用CGM来评估透析人群的血糖。
{"title":"Accuracy of Dexcom G6 Pro and G7 Continuous Glucose Monitors in Patients Treated with Maintenance Dialysis.","authors":"Leila R Zelnick, Subbulaxmi Trikudanathan, Yoshio N Hall, Ernest Ayers, Lisa Anderson, Nathaniel Ashford, Evelin Jones, Andrew N Hoofnagle, Ian H de Boer, Irl B Hirsch","doi":"10.1177/15209156251368934","DOIUrl":"10.1177/15209156251368934","url":null,"abstract":"<p><strong>Background and aims: </strong>Continuous glucose monitors (CGMs) can comprehensively assess glycemic patterns in patients treated with dialysis, in whom conventional biomarkers such as glycated hemoglobin are inaccurate. Nonetheless, adoption of recent versions of CGMs in this population has been complicated by concerns about interstitial volume expansion, interfering substances, and effects of dialysis treatment. This study aimed to examine the accuracy of the G6 Pro and G7 CGM systems (Dexcom, Inc.) compared with self-monitored blood glucose (SMBG) in a dialysis population.</p><p><strong>Methods: </strong>Twelve participants treated with maintenance dialysis (11 hemodialysis, 1 peritoneal dialysis [PD]) with diabetes wore concurrent G6 Pro and G7 CGMs for a period of 10 days, during which they measured SMBG using a Contour Next glucometer. We summarized CGM-glucometer Pearson correlations, calculated the mean absolute relative difference (MARD) of G6 Pro/G7 and SMBG, created Diabetes Technology Society (DTS) error grids, and investigated the CGM lag time that most closely corresponded with SMBG.</p><p><strong>Results: </strong>Mean (standard deviation [SD]) age of participants was 50 (12) years, 50% were female, mean (SD) diabetes duration was 24 (9) years, and 92% used insulin. Participants collected 245 SMBG measurements over a total of 178 days of CGM. The Pearson correlations of G6 Pro and SMBG, G7 and SMBG, and G6 Pro and G7 were 0.87, 0.88, and 0.95, respectively. The MARDs of G6 Pro versus SMBG and G7 versus SMBG were 21.2% and 16.7%, respectively; excluding one PD participant with highly variable glucose, MARDs were 18.3% and 13.5%. The DTS error grids showed that 96.7% of G6 Pro and 98.0% of G7 measurements were clinically acceptable (Zones A/B) when compared with SMBG. We observed evidence of greater lag times than previously seen in nondialysis populations and substantial between- and within-person variability in CGM performance.</p><p><strong>Conclusions: </strong>Among patients with diabetes treated with maintenance dialysis, CGM measurements of glucose had high correlation with SMBG, with better performance of the G7 compared with G6 Pro. MARD was higher than previously reported in nondialysis populations, but most values fell within clinically acceptable ranges. While issues around lag time, sensor placement, and interfering substances that may impact CGM performance warrant further investigation, our study findings support the use of CGM to evaluate glycemia in the dialysis population.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"121-129"},"PeriodicalIF":6.3,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144871950","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
Case Reports: Practical Use of Pulmonary Inhaled (Technosphere) Insulin in Type 1 Diabetes, Type 2 Diabetes, and Pregnancy. 病例报告:1型糖尿病、2型糖尿病和妊娠中肺吸入(Technosphere)胰岛素的实际应用
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-01 DOI: 10.1177/15209156251412813
Irl B Hirsch, Thomas C Blevins, Amy M Valent, Michael C Riddell

Limitations in current insulin formulations contribute to suboptimal glycemic control and increased risks of hypoglycemia and hyperglycemia. Afrezza® with Technosphere® inhaled insulin (TI) offers a novel therapeutic option with a rapid pharmacokinetic and pharmacodynamic profile, addressing challenges associated with injectable insulin therapies. This article presents case reports that illustrate the clinical applications of TI across diverse patient populations, including type 1 diabetes, type 2 diabetes (T2D), pregnancy complicated by T2D, and exercise-related glycemic management.

当前胰岛素配方的局限性导致血糖控制欠佳,低血糖和高血糖的风险增加。Afrezza®与Technosphere®吸入胰岛素(TI)提供了一种新的治疗选择,具有快速的药代动力学和药效学特征,解决了与注射胰岛素治疗相关的挑战。本文介绍的病例报告说明了TI在不同患者群体中的临床应用,包括1型糖尿病、2型糖尿病(T2D)、妊娠合并T2D和运动相关血糖管理。
{"title":"Case Reports: Practical Use of Pulmonary Inhaled (Technosphere) Insulin in Type 1 Diabetes, Type 2 Diabetes, and Pregnancy.","authors":"Irl B Hirsch, Thomas C Blevins, Amy M Valent, Michael C Riddell","doi":"10.1177/15209156251412813","DOIUrl":"https://doi.org/10.1177/15209156251412813","url":null,"abstract":"<p><p>Limitations in current insulin formulations contribute to suboptimal glycemic control and increased risks of hypoglycemia and hyperglycemia. Afrezza® with Technosphere® inhaled insulin (TI) offers a novel therapeutic option with a rapid pharmacokinetic and pharmacodynamic profile, addressing challenges associated with injectable insulin therapies. This article presents case reports that illustrate the clinical applications of TI across diverse patient populations, including type 1 diabetes, type 2 diabetes (T2D), pregnancy complicated by T2D, and exercise-related glycemic management.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":"28 1_suppl","pages":"55S-63S"},"PeriodicalIF":6.3,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146100174","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
Biases in Glucose Metrics Are Directly Related to Low Coverage of Continuous Glucose Monitoring: Insights from Diverse Populations. 葡萄糖测量的偏差与连续血糖监测的低覆盖率直接相关:来自不同人群的见解
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-01 Epub Date: 2025-11-08 DOI: 10.1177/15209156251376007
Simon Lebech Cichosz, Niels Væver Hartvig, Thomas Kronborg, Stine Hangaard, Peter Vestergaard, Morten Hasselstrøm Jensen

The aim was to investigate the association between continuous glucose monitoring (CGM) data coverage and glycemic metrics. This study included over 97,000 clinical study participants and real-world data from type 1 or type 2 diabetes treated with multiple daily insulin injections, closed-loop systems, or basal-only insulin regimens. Over 35 million days of CGM data were analyzed with multilevel modeling. Low coverage was observed in 6.4%-10.1% of days and was significantly associated with lower time in range (TIR) across sources (P < 0.001). Each 1% increase in coverage was associated with a within-person increase of 0.07%-0.13% in mean daily TIR (P < 0.001). Our analysis shows that higher daily sensor coverage is significantly associated with higher daily TIR, suggesting that missing CGM data may be missing not-at-random. Although low-coverage days are included in TIR calculations, they contribute fewer measurements and may underrepresent periods of poor glycemic control, potentially leading to a systematic overestimation and bias of overall TIR.

目的是研究连续血糖监测(CGM)数据覆盖率与血糖指标之间的关系。这项研究包括超过97000名临床研究参与者和来自1型或2型糖尿病患者的真实数据,这些患者接受每日多次胰岛素注射、闭环系统或仅基础胰岛素治疗。使用多层模型分析了超过3500万天的CGM数据。在6.4%-10.1%的天数中观察到低覆盖率,并且与跨源的较低范围时间(TIR)显著相关(P < 0.001)。覆盖率每增加1%,人均每日TIR增加0.07%-0.13% (P < 0.001)。我们的分析表明,较高的传感器日覆盖范围与较高的日TIR显著相关,这表明丢失的CGM数据可能是非随机丢失的。虽然低覆盖天数也包括在TIR的计算中,但它们提供的测量值较少,并且可能不充分地代表血糖控制不良的时期,这可能导致对总体TIR的系统性高估和偏差。
{"title":"Biases in Glucose Metrics Are Directly Related to Low Coverage of Continuous Glucose Monitoring: Insights from Diverse Populations.","authors":"Simon Lebech Cichosz, Niels Væver Hartvig, Thomas Kronborg, Stine Hangaard, Peter Vestergaard, Morten Hasselstrøm Jensen","doi":"10.1177/15209156251376007","DOIUrl":"10.1177/15209156251376007","url":null,"abstract":"<p><p>The aim was to investigate the association between continuous glucose monitoring (CGM) data coverage and glycemic metrics. This study included over 97,000 clinical study participants and real-world data from type 1 or type 2 diabetes treated with multiple daily insulin injections, closed-loop systems, or basal-only insulin regimens. Over 35 million days of CGM data were analyzed with multilevel modeling. Low coverage was observed in 6.4%-10.1% of days and was significantly associated with lower time in range (TIR) across sources (<i>P</i> < 0.001). Each 1% increase in coverage was associated with a within-person increase of 0.07%-0.13% in mean daily TIR (<i>P</i> < 0.001). Our analysis shows that higher daily sensor coverage is significantly associated with higher daily TIR, suggesting that missing CGM data may be missing not-at-random. Although low-coverage days are included in TIR calculations, they contribute fewer measurements and may underrepresent periods of poor glycemic control, potentially leading to a systematic overestimation and bias of overall TIR.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"180-184"},"PeriodicalIF":6.3,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144946182","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
Advanced Hybrid Closed-Loop Systems in Perioperative Care: Safety During Anesthesia. 先进的混合闭环系统围手术期护理:麻醉期间的安全性。
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-01 DOI: 10.1177/15209156251376011
Ana María Gómez, Diana Henao-Carrillo, Oscar Muñoz-Velandia, Maira García-Jaramillo, Daniela Hurtado, Carolina Vargas, Gabriel Rojas-Acosta, Carlos Zhong-Lin

Background: There is limited evidence regarding the safety and efficacy of advanced hybrid closed-loop (AHCL) systems during the perioperative period. Specific management guidelines for these systems are lacking.

Objective: To describe glycemic control metrics in patients with AHCL system during the intraoperative and postoperative periods.

Methods: Analytical study based on a prospective cohort of adults with type 1 diabetes (T1D) or type 2 diabetes who are treated with AHCL system (MiniMed™780G, Medtronic, USA) and are undergoing surgical procedures. The study compared time in range (%TIR) between 70 and 180 mg/dL, time below range (%TBR) <70 and <54 mg/dL, time above range (%TAR) >180 and >250 mg/dL, and time in normoglycemia range (%TINR) between 70 and 140 mg/dL during the intraoperative, immediate postoperative, and late postoperative periods, with baseline measurements.

Results: The analysis included 15 patients (86% T1D; 55.4 ± 16.3 years) and 17 surgical procedures (70% elective; mean duration 65.3 ± 36.3 min). Baseline data obtained 24 h prior to the admission: %TIR 78.4 ± 17.5%, %TINR 58.6 ± 22.9%, and %TBR <70 mg/dL 3.7 ± 4.2%. During the intraoperative period, %TIR increased to 99.6 ± 1.5% (P < 0.001), and %TBR <70 mg/dL decreased to 0 (P < 0.001). %TAR >180 mg/dL decreased from 17.8 ± 16.8% to 0.1 ± 1.5% (P < 0.001). No hypoglycemic events <70 mg/dL or <54 mg/dL were documented in the intraoperative and immediate postoperative periods. No severe adverse events related to device use were recorded.

Conclusions: During the perioperative period, continuing insulin infusion using AHCL system is feasible, maintaining high levels of %TIR and %TINR, without hypoglycemia or serious adverse events. Randomized clinical trials are needed to compare the use of this technology with usual care.

背景:关于先进混合闭环(AHCL)系统在围手术期的安全性和有效性的证据有限。目前缺乏针对这些系统的具体管理指南。目的:探讨AHCL患者术中、术后血糖控制指标。方法:基于前瞻性队列研究的1型糖尿病(T1D)或2型糖尿病成人患者,这些患者接受AHCL系统(MiniMed™780G,美敦力,美国)治疗,并正在接受外科手术。该研究比较了术中、术后即刻和术后后期患者在70 - 180mg /dL范围内的时间(%TIR), 180 - 250mg /dL范围内的时间(%TBR), 70 - 140mg /dL范围内的时间(%TINR),以及基线测量值。结果:分析纳入15例患者(86%为T1D, 55.4±16.3年),17次手术(70%为选择性,平均持续时间65.3±36.3 min)。入院前24小时基线数据:%TIR 78.4±17.5%,%TINR 58.6±22.9%,%TBR P < 0.001), %TBR P < 0.001)。%TAR >180 mg/dL由17.8±16.8%降至0.1±1.5% (P < 0.001)。结论:围手术期采用AHCL系统持续输注胰岛素是可行的,维持较高的%TIR和%TINR水平,无低血糖及严重不良事件发生。需要随机临床试验来比较该技术与常规护理的使用。
{"title":"Advanced Hybrid Closed-Loop Systems in Perioperative Care: Safety During Anesthesia.","authors":"Ana María Gómez, Diana Henao-Carrillo, Oscar Muñoz-Velandia, Maira García-Jaramillo, Daniela Hurtado, Carolina Vargas, Gabriel Rojas-Acosta, Carlos Zhong-Lin","doi":"10.1177/15209156251376011","DOIUrl":"10.1177/15209156251376011","url":null,"abstract":"<p><strong>Background: </strong>There is limited evidence regarding the safety and efficacy of advanced hybrid closed-loop (AHCL) systems during the perioperative period. Specific management guidelines for these systems are lacking.</p><p><strong>Objective: </strong>To describe glycemic control metrics in patients with AHCL system during the intraoperative and postoperative periods.</p><p><strong>Methods: </strong>Analytical study based on a prospective cohort of adults with type 1 diabetes (T1D) or type 2 diabetes who are treated with AHCL system (MiniMed™780G, Medtronic, USA) and are undergoing surgical procedures. The study compared time in range (%TIR) between 70 and 180 mg/dL, time below range (%TBR) <70 and <54 mg/dL, time above range (%TAR) >180 and >250 mg/dL, and time in normoglycemia range (%TINR) between 70 and 140 mg/dL during the intraoperative, immediate postoperative, and late postoperative periods, with baseline measurements.</p><p><strong>Results: </strong>The analysis included 15 patients (86% T1D; 55.4 ± 16.3 years) and 17 surgical procedures (70% elective; mean duration 65.3 ± 36.3 min). Baseline data obtained 24 h prior to the admission: %TIR 78.4 ± 17.5%, %TINR 58.6 ± 22.9%, and %TBR <70 mg/dL 3.7 ± 4.2%. During the intraoperative period, %TIR increased to 99.6 ± 1.5% (<i>P</i> < 0.001), and %TBR <70 mg/dL decreased to 0 (<i>P</i> < 0.001). %TAR >180 mg/dL decreased from 17.8 ± 16.8% to 0.1 ± 1.5% (<i>P</i> < 0.001). No hypoglycemic events <70 mg/dL or <54 mg/dL were documented in the intraoperative and immediate postoperative periods. No severe adverse events related to device use were recorded.</p><p><strong>Conclusions: </strong>During the perioperative period, continuing insulin infusion using AHCL system is feasible, maintaining high levels of %TIR and %TINR, without hypoglycemia or serious adverse events. Randomized clinical trials are needed to compare the use of this technology with usual care.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"142-150"},"PeriodicalIF":6.3,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145174166","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
Letter: Use of an Advanced Hybrid Closed-Loop Insulin Delivery System in a Hemodialysis Patient with Type 1 Diabetes and Anorexia Nervosa: A Case Report. 信函:在1型糖尿病和神经性厌食症血液透析患者中使用先进的混合型闭环胰岛素输送系统:1例报告。
IF 6.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-02-01 DOI: 10.1177/15209156251368942
Akinori Hayashi, Haruna Sogabe, Mai Taneda, Takuma Fujita, Yuiko Tani, Nagisa Aoki, Yoshiki Ko, Satoshi Tsuji, Haremaru Kubo, Takeshi Miyatsuka
{"title":"<i>Letter:</i> Use of an Advanced Hybrid Closed-Loop Insulin Delivery System in a Hemodialysis Patient with Type 1 Diabetes and Anorexia Nervosa: A Case Report.","authors":"Akinori Hayashi, Haruna Sogabe, Mai Taneda, Takuma Fujita, Yuiko Tani, Nagisa Aoki, Yoshiki Ko, Satoshi Tsuji, Haremaru Kubo, Takeshi Miyatsuka","doi":"10.1177/15209156251368942","DOIUrl":"10.1177/15209156251368942","url":null,"abstract":"","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"188-189"},"PeriodicalIF":6.3,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144844850","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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