Pub Date : 2026-02-09DOI: 10.1177/15209156251411940
Mohammed Al-Sofiani, Wael Chaar, Tim van den Heuvel, Ohad Cohen, Goran Petrovski
Aims: Real-world evidence (RWE) data on the use of automated insulin delivery (AID) systems in the MENAT region (Middle East, North Africa, Türkiye) are limited. The aim of this article is to report RWE data on the use of the MiniMed™ 780G AID system in MENAT.
Materials and methods: CareLink™ personal data as of July 01, 2024, of MENAT users from countries with more than 25 users were included. Continuous glucose monitoring-based endpoints, system usage, and insulin delivery were examined in (1) the overall cohort, (2) users who reached 12 months of system use (longitudinal cohort), and (3) users having pre- to post-AHCL (advanced hybrid closed-loop) algorithm initiation data.
Results: Seven thousand nine hundred and sixty-five users across 19 MENAT countries showed a mean glucose management index (GMI) of 6.9 ± 0.7%, time in range (TIR) of 71.7 ± 18.2%, time in tight range (TITR) of 48.9 ± 19.4%, time below range 70 mg/dL of 2.4 ± 3.9%, and time below range 54 mg/dL of 0.5 ± 1.7%. TIR and TITR were higher in users using optimal settings (glucose target = 100 mg/dL and an active insulin time = 2 h), being 76.3 ± 16.4% and 54.2 ± 18.8%, respectively. Consistent results were obtained analyzing different age groups, different countries, across the four seasons, between weekday/weekends, and day/night. Glycemic improvements began after AHCL algorithm initiation and sustained for 12 months, with a TIR and TBR70 that reached international targets in all months.
Conclusions: MiniMed 780G system RWE data in the MENAT region showed a sustained glycemic control that achieved international target criteria across different age groups, countries, and climate extremes. These findings align with RWE data from other geographies, validate the broad applicability of the MiniMed 780G benefits, and may help expand access to AID systems in the region.
{"title":"Real-World Performance of the MiniMed 780G Advanced Hybrid Closed-Loop System in the Middle East, North Africa, and Türkiye Region.","authors":"Mohammed Al-Sofiani, Wael Chaar, Tim van den Heuvel, Ohad Cohen, Goran Petrovski","doi":"10.1177/15209156251411940","DOIUrl":"https://doi.org/10.1177/15209156251411940","url":null,"abstract":"<p><strong>Aims: </strong>Real-world evidence (RWE) data on the use of automated insulin delivery (AID) systems in the MENAT region (Middle East, North Africa, Türkiye) are limited. The aim of this article is to report RWE data on the use of the MiniMed™ 780G AID system in MENAT.</p><p><strong>Materials and methods: </strong>CareLink™ personal data as of July 01, 2024, of MENAT users from countries with more than 25 users were included. Continuous glucose monitoring-based endpoints, system usage, and insulin delivery were examined in (1) the overall cohort, (2) users who reached 12 months of system use (longitudinal cohort), and (3) users having pre- to post-AHCL (advanced hybrid closed-loop) algorithm initiation data.</p><p><strong>Results: </strong>Seven thousand nine hundred and sixty-five users across 19 MENAT countries showed a mean glucose management index (GMI) of 6.9 ± 0.7%, time in range (TIR) of 71.7 ± 18.2%, time in tight range (TITR) of 48.9 ± 19.4%, time below range 70 mg/dL of 2.4 ± 3.9%, and time below range 54 mg/dL of 0.5 ± 1.7%. TIR and TITR were higher in users using optimal settings (glucose target = 100 mg/dL and an active insulin time = 2 h), being 76.3 ± 16.4% and 54.2 ± 18.8%, respectively. Consistent results were obtained analyzing different age groups, different countries, across the four seasons, between weekday/weekends, and day/night. Glycemic improvements began after AHCL algorithm initiation and sustained for 12 months, with a TIR and TBR70 that reached international targets in all months.</p><p><strong>Conclusions: </strong>MiniMed 780G system RWE data in the MENAT region showed a sustained glycemic control that achieved international target criteria across different age groups, countries, and climate extremes. These findings align with RWE data from other geographies, validate the broad applicability of the MiniMed 780G benefits, and may help expand access to AID systems in the region.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"15209156251411940"},"PeriodicalIF":6.3,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141469","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}
Pub Date : 2026-02-06DOI: 10.1177/15209156261420193
Anas El Fathi, Ralf Nass, Carol J Levy, Camilla Levister, Grenye O'Malley, Nirali A Shah, Shaziah Hassan, Cheryl Quainoo, Chaitanya L K Koravi, Taylor N Nguyen, Giulio Matteo Santini, Emma Emory, Carlene Alix, Dillon K Flanagan, David Fulkerson, Mary Clancy Oliveri, Christian Laugesen, Jonas K Lindeløv, Peter W Hansen, Marc D Breton
Background: Continuous glucose monitoring (CGM) is increasing in insulin-treated type 2 diabetes (T2D). Yet, standardized CGM-based insulin titration is lacking. This study evaluated the feasibility of algorithmic CGM-based titration compared with self-monitoring blood glucose (SMBG) titration.
Methods: We conducted a 16-week, two-site, randomized controlled trial in adults with T2D (glycated hemoglobin 7%-9%) using degludec and adjunctive noninsulin agents, without rapid-acting insulin. Participants were assigned (2:1) to weekly algorithmic CGM-based dose changes with open CGM (EXP) or weekly SMBG-based titration with blinded CGM (CTR). Both groups received dose notifications via phone. The primary endpoint was the change in CGM-measured time in range (TIR, 70-180 mg/dL) from baseline to week 16, tested for noninferiority (-5%-percentage points [%-pt]). The trial is registered at ClinicalTrials.gov: NCT06111508.
Results: A total of 30 participants were randomized. Mean (standard deviation) TIR increased from 54.1% (22.5%) to 75.3% (19.3%) in EXP and from 50.2% (22.1%) to 55.3% (22.7%) in CTR. Mean change was +20.3%-pt versus +8.3%-pt, yielding an estimated treatment difference (EXP - CTR) of +14.6%-pt; one-sided 95% confidence interval (CI) lower bound was +4.0%-pt, exceeding the noninferiority margin (P < 0.005). Exploratory superiority analysis showed two-sided 95% CI: 1.3-27.8 (P = 0.03). CGM-measured hypoglycemia (<70 mg/dL) was low (median [interquartile range]: 0.34% [0.09-0.90] vs. 0.00% [0.00-0.41]), and level 2 episodes (SMBG <54 mg/dL) were rare (1.1 vs. 2.2 patient-year of exposure). No severe hypoglycemia or serious adverse events occurred.
Conclusions: Using CGM and receiving algorithmic CGM-based titrations were feasible, safe, and had favorable overall glycemic metrics. Long-term impact should be confirmed in broader populations.
{"title":"Safety and Feasibility of Algorithmic Continuous Glucose Monitoring-Based Titration in People with Type 2 Diabetes Using Insulin Degludec, With or Without Noninsulin Glucose-Lowering Drugs: A 16-Week Randomized Controlled Trial.","authors":"Anas El Fathi, Ralf Nass, Carol J Levy, Camilla Levister, Grenye O'Malley, Nirali A Shah, Shaziah Hassan, Cheryl Quainoo, Chaitanya L K Koravi, Taylor N Nguyen, Giulio Matteo Santini, Emma Emory, Carlene Alix, Dillon K Flanagan, David Fulkerson, Mary Clancy Oliveri, Christian Laugesen, Jonas K Lindeløv, Peter W Hansen, Marc D Breton","doi":"10.1177/15209156261420193","DOIUrl":"https://doi.org/10.1177/15209156261420193","url":null,"abstract":"<p><strong>Background: </strong>Continuous glucose monitoring (CGM) is increasing in insulin-treated type 2 diabetes (T2D). Yet, standardized CGM-based insulin titration is lacking. This study evaluated the feasibility of algorithmic CGM-based titration compared with self-monitoring blood glucose (SMBG) titration.</p><p><strong>Methods: </strong>We conducted a 16-week, two-site, randomized controlled trial in adults with T2D (glycated hemoglobin 7%-9%) using degludec and adjunctive noninsulin agents, without rapid-acting insulin. Participants were assigned (2:1) to weekly algorithmic CGM-based dose changes with open CGM (EXP) or weekly SMBG-based titration with blinded CGM (CTR). Both groups received dose notifications via phone. The primary endpoint was the change in CGM-measured time in range (TIR, 70-180 mg/dL) from baseline to week 16, tested for noninferiority (-5%-percentage points [%-pt]). The trial is registered at ClinicalTrials.gov: NCT06111508.</p><p><strong>Results: </strong>A total of 30 participants were randomized. Mean (standard deviation) TIR increased from 54.1% (22.5%) to 75.3% (19.3%) in EXP and from 50.2% (22.1%) to 55.3% (22.7%) in CTR. Mean change was +20.3%-pt versus +8.3%-pt, yielding an estimated treatment difference (EXP - CTR) of +14.6%-pt; one-sided 95% confidence interval (CI) lower bound was +4.0%-pt, exceeding the noninferiority margin (<i>P</i> < 0.005). Exploratory superiority analysis showed two-sided 95% CI: 1.3-27.8 (<i>P</i> = 0.03). CGM-measured hypoglycemia (<70 mg/dL) was low (median [interquartile range]: 0.34% [0.09-0.90] vs. 0.00% [0.00-0.41]), and level 2 episodes (SMBG <54 mg/dL) were rare (1.1 vs. 2.2 patient-year of exposure). No severe hypoglycemia or serious adverse events occurred.</p><p><strong>Conclusions: </strong>Using CGM and receiving algorithmic CGM-based titrations were feasible, safe, and had favorable overall glycemic metrics. Long-term impact should be confirmed in broader populations.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"15209156261420193"},"PeriodicalIF":6.3,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146131474","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}
Pub Date : 2026-02-06DOI: 10.1177/15209156261420197
Neha Parimi, Samuel M Vanderhoek, Kristin Arcara, Risa M Wolf
Total pancreatectomy with islet auto-transplantation (TPIAT) treats intractable pain in patients with pancreatitis. Automated insulin delivery (AID) systems improve glycemic control in patients with diabetes, but their role in post-TPIAT glycemic management needs exploration. This case series included two patients who initiated AID after TPIAT at the Johns Hopkins Children's Center from August 2024 to June 2025. Following TPIAT, a 10-year-old male using AID met the glycemic target of 80-130 mg/dL with a mean blood glucose of 119 ± 23 mg/dL, time in range of 71%, time above range of 28%, and time below range of 1%. Similarly, in a 16-year-old female using AID after TPIAT mean blood glucose was 106 ± 15 mg/dL, time in range was 81%, time above range was 17%, and time below range was 2%. AID use after TPIAT can maintain tight glycemic control without hypoglycemia or hyperglycemia and may be considered for use in post-TPIAT glycemic management.
{"title":"Use of Automated Insulin Delivery Systems Following Pediatric Total Pancreatectomy and Islet Auto Transplantation.","authors":"Neha Parimi, Samuel M Vanderhoek, Kristin Arcara, Risa M Wolf","doi":"10.1177/15209156261420197","DOIUrl":"https://doi.org/10.1177/15209156261420197","url":null,"abstract":"<p><p>Total pancreatectomy with islet auto-transplantation (TPIAT) treats intractable pain in patients with pancreatitis. Automated insulin delivery (AID) systems improve glycemic control in patients with diabetes, but their role in post-TPIAT glycemic management needs exploration. This case series included two patients who initiated AID after TPIAT at the Johns Hopkins Children's Center from August 2024 to June 2025. Following TPIAT, a 10-year-old male using AID met the glycemic target of 80-130 mg/dL with a mean blood glucose of 119 ± 23 mg/dL, time in range of 71%, time above range of 28%, and time below range of 1%. Similarly, in a 16-year-old female using AID after TPIAT mean blood glucose was 106 ± 15 mg/dL, time in range was 81%, time above range was 17%, and time below range was 2%. AID use after TPIAT can maintain tight glycemic control without hypoglycemia or hyperglycemia and may be considered for use in post-TPIAT glycemic management.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"15209156261420197"},"PeriodicalIF":6.3,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146131482","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}
Pub Date : 2026-02-05DOI: 10.1177/15209156251415187
Alzbeta Santova, Lukas Plachy, Vit Neuman, Shenali Anne Amaratunga, Matvei G Slavenko, Barbora Obermannova, Lenka Drnkova, Stepanka Pruhova, Zdenek Sumnik
Objective: Missing premeal boluses negatively impacts glycemic outcomes in automated insulin delivery (AID) users. This prospective interventional study compared postprandial glycemia after missed bolus across three AID systems in children with type 1 diabetes (CwD).
Methods: CwD using MiniMed 780G (780G), Tandem Control-IQ (CIQ), or Ypsomed CamAPS (CamAPS) consumed 30 g and 50 g of carbohydrates (CH) in the form of standardized enteral nutrition, purposely omitting a premeal bolus. The mean area under the curve (AUC) of glucose concentration change and continuous glucose monitoring metrics were analyzed over 4 h postprandially and compared between the systems.
Results: Forty-three CwD completed the study (mean age = 13 years, mean HbA1c = 47 mmol/mol [6.5%]). The lowest mean AUC was reached by 780G, followed by CIQ and CamAPS (137 vs. 144 vs. 156 mmol/L·sec·103, P < 0.01). Similar trends were seen after 50 g of CH. CamAPS users spent more time in level 2 hyperglycemia (26% for 30 g, 42% for 50 g) compared to CIQ (9.9% and 26%) and 780G (5.0% and 21%; P < 0.001).
Conclusions: AID systems differ in their capacity to compensate for missed premeal boluses. 780G and CIQ outperformed CamAPS in limiting postprandial hyperglycemia, suggesting they may be preferable for CwD prone to bolus omission.
目的:缺少餐前剂量会对自动胰岛素输送(AID)使用者的血糖结局产生负面影响。这项前瞻性干预性研究比较了三种AID系统中1型糖尿病(CwD)患儿未给药后的餐后血糖。方法:CwD使用MiniMed 780G (780G), Tandem Control-IQ (CIQ)或Ypsomed CamAPS (CamAPS),以标准化肠内营养的形式消耗30 g和50 g碳水化合物(CH),故意省略餐前剂量。分析餐后4 h葡萄糖浓度变化的平均曲线下面积(AUC)和连续血糖监测指标,并比较两种系统之间的差异。结果:43名CwD完成研究(平均年龄13岁,平均HbA1c = 47 mmol/mol[6.5%])。平均AUC最低的是780G,其次是CIQ和CamAPS (137 vs. 144 vs. 156 mmol/L·sec·103,P < 0.01)。与CIQ组(9.9%和26%)和780G组(5.0%和21%,P < 0.001)相比,服用50 g CH的CamAPS组患者出现2级高血糖的时间更长(30 g组为26%,50 g组为42%)。结论:AID系统补偿错过的餐前补剂的能力不同。780G和CIQ在限制餐后高血糖方面优于CamAPS,表明它们可能更适合易于遗漏的CwD。
{"title":"Glycemic Outcomes Following a Missed Premeal Bolus: A Comparative Study of Three Automated Insulin Delivery Systems in Children with Type 1 Diabetes.","authors":"Alzbeta Santova, Lukas Plachy, Vit Neuman, Shenali Anne Amaratunga, Matvei G Slavenko, Barbora Obermannova, Lenka Drnkova, Stepanka Pruhova, Zdenek Sumnik","doi":"10.1177/15209156251415187","DOIUrl":"https://doi.org/10.1177/15209156251415187","url":null,"abstract":"<p><strong>Objective: </strong>Missing premeal boluses negatively impacts glycemic outcomes in automated insulin delivery (AID) users. This prospective interventional study compared postprandial glycemia after missed bolus across three AID systems in children with type 1 diabetes (CwD).</p><p><strong>Methods: </strong>CwD using MiniMed 780G (780G), Tandem Control-IQ (CIQ), or Ypsomed CamAPS (CamAPS) consumed 30 g and 50 g of carbohydrates (CH) in the form of standardized enteral nutrition, purposely omitting a premeal bolus. The mean area under the curve (AUC) of glucose concentration change and continuous glucose monitoring metrics were analyzed over 4 h postprandially and compared between the systems.</p><p><strong>Results: </strong>Forty-three CwD completed the study (mean age = 13 years, mean HbA1c = 47 mmol/mol [6.5%]). The lowest mean AUC was reached by 780G, followed by CIQ and CamAPS (137 vs. 144 vs. 156 mmol/L·sec·10<sup>3</sup>, <i>P</i> < 0.01). Similar trends were seen after 50 g of CH. CamAPS users spent more time in level 2 hyperglycemia (26% for 30 g, 42% for 50 g) compared to CIQ (9.9% and 26%) and 780G (5.0% and 21%; <i>P</i> < 0.001).</p><p><strong>Conclusions: </strong>AID systems differ in their capacity to compensate for missed premeal boluses. 780G and CIQ outperformed CamAPS in limiting postprandial hyperglycemia, suggesting they may be preferable for CwD prone to bolus omission.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"15209156251415187"},"PeriodicalIF":6.3,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124115","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}
Pub Date : 2026-02-05DOI: 10.1177/15209156261417292
Sze May Ng, Natalie Darko, Eda Tonga, Julia Lawton, Rachel Dlugatch, David Rankin, Mark Evans, Nick Oliver
Aims: The UNBIASED UK study is the first national study that explores disparities in access to diabetes technology among children and young people (CYP) with type 1 diabetes (T1D) from ethnic minority and low socioeconomic backgrounds in the United Kingdom. Despite the National Institute for Health and Care Excellence guidance ensuring free universal access to diabetes technologies since 2023, significant inequities persist. This article outlines key barriers and provides recommendations to improve equitable access and engagement with diabetes technologies for CYP.
Methods: A multimethod participatory approach was used, including semi-structured triad interviews with parents and CYP of underrepresented groups living in low socioeconomic areas and minority ethnic groups. Health care professionals from the National Health Service were also interviewed to explore perceived and systemic barriers to technology adoption. Thematic analysis identified key challenges and potential solutions, and new recommendations were sought from codesigned workshops and public consultations were further developed.
Results: The UNBIASED study identified key themes from parents, children, and young people, including barriers to access, experiences with diabetes technology, inconsistent services and education, intersectional challenges, communication issues, and emotional support needs. Health care professionals highlighted financial limits, language barriers, regional service differences, unconscious bias, and low awareness as major factors contributing to disparities. Key strategies and new recommendations are made to improve fair access to diabetes technologies, including systemic reforms, better communication and support, and stronger community engagement.
Conclusions: This UK UNBIASED study highlights the urgent need for standardized policies, increased awareness campaigns, culturally tailored education, peer support initiatives, and improved health care provider training to ensure equitable access to diabetes technology for all CYP with T1D in the United Kingdom.
{"title":"Recommendations from the United Kingdom UNBIASED Study to Address Diabetes Technology Access Disparities for Children and Young People.","authors":"Sze May Ng, Natalie Darko, Eda Tonga, Julia Lawton, Rachel Dlugatch, David Rankin, Mark Evans, Nick Oliver","doi":"10.1177/15209156261417292","DOIUrl":"https://doi.org/10.1177/15209156261417292","url":null,"abstract":"<p><strong>Aims: </strong>The UNBIASED UK study is the first national study that explores disparities in access to diabetes technology among children and young people (CYP) with type 1 diabetes (T1D) from ethnic minority and low socioeconomic backgrounds in the United Kingdom. Despite the National Institute for Health and Care Excellence guidance ensuring free universal access to diabetes technologies since 2023, significant inequities persist. This article outlines key barriers and provides recommendations to improve equitable access and engagement with diabetes technologies for CYP.</p><p><strong>Methods: </strong>A multimethod participatory approach was used, including semi-structured triad interviews with parents and CYP of underrepresented groups living in low socioeconomic areas and minority ethnic groups. Health care professionals from the National Health Service were also interviewed to explore perceived and systemic barriers to technology adoption. Thematic analysis identified key challenges and potential solutions, and new recommendations were sought from codesigned workshops and public consultations were further developed.</p><p><strong>Results: </strong>The UNBIASED study identified key themes from parents, children, and young people, including barriers to access, experiences with diabetes technology, inconsistent services and education, intersectional challenges, communication issues, and emotional support needs. Health care professionals highlighted financial limits, language barriers, regional service differences, unconscious bias, and low awareness as major factors contributing to disparities. Key strategies and new recommendations are made to improve fair access to diabetes technologies, including systemic reforms, better communication and support, and stronger community engagement.</p><p><strong>Conclusions: </strong>This UK UNBIASED study highlights the urgent need for standardized policies, increased awareness campaigns, culturally tailored education, peer support initiatives, and improved health care provider training to ensure equitable access to diabetes technology for all CYP with T1D in the United Kingdom.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"15209156261417292"},"PeriodicalIF":6.3,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124104","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}
Pub Date : 2026-02-05DOI: 10.1177/15209156251411929
Lía Nattero-Chávez, Sara de Lope Quiñones, Alejandra Quintero Tobar, Esther de la Calle de la Villa, Ane Bayona, Teresa Ruiz Gracia, Héctor F Escobar-Morreale, Manuel Luque Ramírez
Aims: To evaluate the impact of automated insulin delivery (AID) systems on the incidence and progression of diabetic retinopathy (DR) in adults with type 1 diabetes (T1D) compared with multiple daily injections (MDI).
Methods: This prospective cohort study followed 379 adults with T1D for a mean of 4.9 ± 1.4 years. DR was assessed via standardized retinal imaging. At baseline, 80 participants used AID, and 35 initiated AID during follow-up; 264 remained on MDI. Outcomes included baseline DR prevalence, incident DR, and DR progression. Multivariate Poisson and Cox regression models adjusted for key covariates (age, diabetes duration, pre-baseline HbA1c) were used, with propensity score-matched and HbA1c trajectory analyses as sensitivity checks.
Results: DR prevalence at baseline was 13.9% with no group differences. Incident DR was lower among AID users (6.1% vs. 18.9% in MDI; hazard ratio = 0.33, 95% confidence interval: 0.13-0.73; P = 0.01; number needed to treat = 8). DR progression and all vision-threatening events occurred only in the MDI group (41.7% vs. 0%; P < 0.001). Use of AID systems resulted in a greater reduction in HbA1c compared with MDI (-0.32% vs. -0.06%; P = 0.01).
Conclusions: AID systems were associated with improved glycemic control and reduced incidence and progression of DR in adults with T1D. These findings support AID use to prevent early microvascular complications.
目的:与每日多次注射(MDI)相比,评估自动胰岛素输送(AID)系统对成人1型糖尿病(T1D)患者糖尿病视网膜病变(DR)发病率和进展的影响。方法:这项前瞻性队列研究对379名成年T1D患者进行了平均4.9±1.4年的随访。通过标准化视网膜成像评估DR。在基线时,80名参与者使用了艾滋病援助,35名参与者在随访期间启动了艾滋病援助;264仍然在MDI上。结果包括基线DR患病率、事件DR和DR进展。采用调整关键协变量(年龄、糖尿病病程、基线前HbA1c)的多变量泊松和Cox回归模型,并使用倾向评分匹配和HbA1c轨迹分析作为敏感性检查。结果:基线时DR患病率为13.9%,无组间差异。AID使用者的DR发生率较低(6.1% vs. MDI患者的18.9%;风险比= 0.33,95%可信区间:0.13-0.73;P = 0.01;需要治疗的人数= 8)。DR进展和所有视力威胁事件仅发生在MDI组(41.7% vs. 0%; P < 0.001)。与MDI相比,使用AID系统的HbA1c降低幅度更大(-0.32% vs -0.06%; P = 0.01)。结论:AID系统可改善T1D成人患者的血糖控制,降低DR的发病率和进展。这些发现支持使用AID预防早期微血管并发症。
{"title":"Automated Insulin Delivery Reduces the Risk of Diabetic Retinopathy in Adults with Type 1 Diabetes: A Prospective Cohort Study.","authors":"Lía Nattero-Chávez, Sara de Lope Quiñones, Alejandra Quintero Tobar, Esther de la Calle de la Villa, Ane Bayona, Teresa Ruiz Gracia, Héctor F Escobar-Morreale, Manuel Luque Ramírez","doi":"10.1177/15209156251411929","DOIUrl":"https://doi.org/10.1177/15209156251411929","url":null,"abstract":"<p><strong>Aims: </strong>To evaluate the impact of automated insulin delivery (AID) systems on the incidence and progression of diabetic retinopathy (DR) in adults with type 1 diabetes (T1D) compared with multiple daily injections (MDI).</p><p><strong>Methods: </strong>This prospective cohort study followed 379 adults with T1D for a mean of 4.9 ± 1.4 years. DR was assessed via standardized retinal imaging. At baseline, 80 participants used AID, and 35 initiated AID during follow-up; 264 remained on MDI. Outcomes included baseline DR prevalence, incident DR, and DR progression. Multivariate Poisson and Cox regression models adjusted for key covariates (age, diabetes duration, pre-baseline HbA<sub>1c</sub>) were used, with propensity score-matched and HbA1c trajectory analyses as sensitivity checks.</p><p><strong>Results: </strong>DR prevalence at baseline was 13.9% with no group differences. Incident DR was lower among AID users (6.1% vs. 18.9% in MDI; hazard ratio = 0.33, 95% confidence interval: 0.13-0.73; <i>P</i> = 0.01; number needed to treat = 8). DR progression and all vision-threatening events occurred only in the MDI group (41.7% vs. 0%; <i>P</i> < 0.001). Use of AID systems resulted in a greater reduction in HbA<sub>1c</sub> compared with MDI (-0.32% vs. -0.06%; <i>P</i> = 0.01).</p><p><strong>Conclusions: </strong>AID systems were associated with improved glycemic control and reduced incidence and progression of DR in adults with T1D. These findings support AID use to prevent early microvascular complications.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"15209156251411929"},"PeriodicalIF":6.3,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124138","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}
Pub Date : 2026-02-05DOI: 10.1177/15209156261417289
Aikaterini Kountouri, Ignatios Ikonomidis, Konstantinos Katogiannis, John Thymis, George Pavlidis, Emmanouil Korakas, Loukia Pliouta, Vasileia Agapitou, Stavros Liatis, Goran Petrovski, George D Dimitriadis, Vaia Lambadiari
Objective: Patients with type 1 diabetes (T1D) present early subclinical signs of vascular and endothelial dysfunction. Hybrid closed-loop systems (HCLSs) are the gold standard for glycemic management; however, their cardiovascular benefits remain unclear. The aim of this study is to determine whether HCLS improves vascular and endothelial function compared with multiple daily injections (MDIs) or sodium glucose cotransporter 2 inhibitors (SGLT-2is) in T1D.
Research design and methods: Ninety consecutive patients with poorly controlled T1D under MDI treatment were categorized into three groups according to the treatment approach: (1) HCLS or (2) SGLT-2i added to MDI or (3) intensification of MDI treatment. We assessed at baseline and 6 and 12 months posttreatment: (1) continuous glucose monitoring metrics, (2) pulse wave velocity (PWV) and central systolic blood pressure (cSBP) and central diastolic blood pressure (cDBP) as markers of vascular function, and (3) the perfused boundary region (PBR) of the sublingual arterial microvessels, as a marker of endothelial glycocalyx integrity.
Results: At 6 months, HCLS demonstrated the most significant increase in time in range (TIR) followed by SGLT-2i (+28.61 vs +10.91, P = 0.026) compared with MDI group (+2.11, P < 0.001 for all comparisons). At 12 months, patients on HCLS showed a 2-fold and a 4-fold higher increase in TIR compared with SGLT-2i (P = 0.026) and MDI group (P < 0.001), respectively. At 12 months, HCLS and SGLT-2i group displayed the most significant decrease in PWV (-15.71% and -10.14%), cSBP (-8.15% and -6.88%), and PBR (-6.98% and -8.98%) compared with MDI (+5.67%, +1.49%, and +1.99%, respectively; P < 0.05). The absolute change of PWV, PBR, and cSBP was associated with the absolute change of TIR (P < 0.05).
Conclusions: MiniMedTM 780G HCLS demonstrated superiority over MDI or SGLT-2i in terms of glycemic control and cardiovascular function in T1D. These results support HCLS as a preferred therapeutic option for the prevention of cardiometabolic disease in individuals with T1D, in a population whose cardiovascular burden is often underrecognized in both research and clinical practice.
目的:1型糖尿病(T1D)患者表现出血管和内皮功能障碍的早期亚临床症状。混合闭环系统(hcls)是血糖管理的金标准;然而,它们对心血管的益处尚不清楚。本研究的目的是确定与每日多次注射(MDIs)或葡萄糖共转运蛋白2钠抑制剂(SGLT-2is)相比,HCLS是否能改善T1D患者的血管和内皮功能。研究设计与方法:连续90例MDI治疗下控制不良的T1D患者,根据治疗方式分为3组:(1)HCLS或(2)SGLT-2i加药MDI或(3)MDI强化治疗。我们在基线和治疗后6个月和12个月进行评估:(1)连续血糖监测指标,(2)脉搏波速度(PWV)、中央收缩压(cSBP)和中央舒张压(cDBP)作为血管功能的标志,(3)舌下动脉微血管的灌注边界区(PBR)作为内皮糖萼完整性的标志。结果:6个月时,与MDI组(+2.11,P < 0.001)相比,HCLS组的时间范围(TIR)增加最为显著,其次是SGLT-2i组(+28.61 vs +10.91, P = 0.026)。在12个月时,HCLS患者的TIR分别比SGLT-2i组(P = 0.026)和MDI组(P < 0.001)高2倍和4倍。12个月时,HCLS和SGLT-2i组PWV(-15.71%、-10.14%)、cSBP(-8.15%、-6.88%)、PBR(-6.98%、-8.98%)较MDI组分别(+5.67%、+1.49%、+1.99%)下降最为显著(P < 0.05)。PWV、PBR、cSBP的绝对变化与TIR的绝对变化相关(P < 0.05)。结论:MiniMedTM 780G HCLS在T1D患者的血糖控制和心血管功能方面优于MDI或SGLT-2i。这些结果支持HCLS作为T1D患者预防心血管代谢疾病的首选治疗方案,这些患者的心血管负担在研究和临床实践中往往未得到充分认识。
{"title":"MiniMed<sup>TM</sup> 780G Hybrid Closed-Loop Systems Improves Markers of Vascular and Endothelial Function in Patients with Type 1 Diabetes: Association with Continuous Glucose Monitoring Metrics.","authors":"Aikaterini Kountouri, Ignatios Ikonomidis, Konstantinos Katogiannis, John Thymis, George Pavlidis, Emmanouil Korakas, Loukia Pliouta, Vasileia Agapitou, Stavros Liatis, Goran Petrovski, George D Dimitriadis, Vaia Lambadiari","doi":"10.1177/15209156261417289","DOIUrl":"https://doi.org/10.1177/15209156261417289","url":null,"abstract":"<p><strong>Objective: </strong>Patients with type 1 diabetes (T1D) present early subclinical signs of vascular and endothelial dysfunction. Hybrid closed-loop systems (HCLSs) are the gold standard for glycemic management; however, their cardiovascular benefits remain unclear. The aim of this study is to determine whether HCLS improves vascular and endothelial function compared with multiple daily injections (MDIs) or sodium glucose cotransporter 2 inhibitors (SGLT-2is) in T1D.</p><p><strong>Research design and methods: </strong>Ninety consecutive patients with poorly controlled T1D under MDI treatment were categorized into three groups according to the treatment approach: (1) HCLS or (2) SGLT-2i added to MDI or (3) intensification of MDI treatment. We assessed at baseline and 6 and 12 months posttreatment: (1) continuous glucose monitoring metrics, (2) pulse wave velocity (PWV) and central systolic blood pressure (cSBP) and central diastolic blood pressure (cDBP) as markers of vascular function, and (3) the perfused boundary region (PBR) of the sublingual arterial microvessels, as a marker of endothelial glycocalyx integrity.</p><p><strong>Results: </strong>At 6 months, HCLS demonstrated the most significant increase in time in range (TIR) followed by SGLT-2i (+28.61 vs +10.91, <i>P</i> = 0.026) compared with MDI group (+2.11, <i>P</i> < 0.001 for all comparisons). At 12 months, patients on HCLS showed a 2-fold and a 4-fold higher increase in TIR compared with SGLT-2i (<i>P</i> = 0.026) and MDI group (<i>P</i> < 0.001), respectively. At 12 months, HCLS and SGLT-2i group displayed the most significant decrease in PWV (-15.71% and -10.14%), cSBP (-8.15% and -6.88%), and PBR (-6.98% and -8.98%) compared with MDI (+5.67%, +1.49%, and +1.99%, respectively; <i>P</i> < 0.05). The absolute change of PWV, PBR, and cSBP was associated with the absolute change of TIR (<i>P</i> < 0.05).</p><p><strong>Conclusions: </strong>MiniMed<sup>TM</sup> 780G HCLS demonstrated superiority over MDI or SGLT-2i in terms of glycemic control and cardiovascular function in T1D. These results support HCLS as a preferred therapeutic option for the prevention of cardiometabolic disease in individuals with T1D, in a population whose cardiovascular burden is often underrecognized in both research and clinical practice.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"15209156261417289"},"PeriodicalIF":6.3,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124164","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}
Pub Date : 2026-02-05DOI: 10.1177/15209156251411935
Alice Pik-Shan Kong, Rimei Nishimura, Stephen M Twigg, Linong Ji, Liming Chen, Jian Zhou, Byung Wan Lee, Viswanathan Mohan, Shashank R Joshi, Daphne Su-Lyn Gardner, Siew Pheng Chan, Zanariah Hussein, Jeremyjones Fernandez Robles
Diabetes is a growing public health burden across the Asia-Pacific (APAC) region. The increasing use of continuous glucose monitoring (CGM) holds significant potential to improve glycemic control and safety outcomes in individuals with diabetes. However, CGM devices in APAC vary widely in technical performance, clinical validation, and regulatory oversight, posing risks of inaccurate readings and treatment errors, especially for nonadjunctive integrated CGM (iCGM) systems. This review synthesizes the literature and regional insights on CGM regulatory frameworks, accuracy standards, and unmet needs. The authors highlight the U.S. Food and Drug Administration (FDA) iCGM standards as the most stringent global standards. Adopting FDA iCGM criteria alongside the International Federation of Clinical Chemistry and Laboratory Medicine (IFCC) reporting recommendations, with contextual modifications for diverse epidemiological, infrastructural, and socioeconomic settings in APAC, is explored. A phased, regionally coordinated approach is proposed, incorporating voluntary benchmarks, capacity-building for lower-resourced regulators, regulatory reliance mechanisms, and shared postmarketing surveillance platforms. Emphasis is placed on multistakeholder collaboration and region-specific validation studies. Harmonizing iCGM regulatory standards in APAC is anticipated to enhance device accuracy, safety, and interoperability, improve diabetes care, and streamline regulatory processes, serving as a model for regulatory excellence for other emerging medical technologies.
{"title":"Standardizing the Accuracy and Performance Evaluation Metrics of Integrated Continuous Glucose Monitors in the Asia-Pacific Region.","authors":"Alice Pik-Shan Kong, Rimei Nishimura, Stephen M Twigg, Linong Ji, Liming Chen, Jian Zhou, Byung Wan Lee, Viswanathan Mohan, Shashank R Joshi, Daphne Su-Lyn Gardner, Siew Pheng Chan, Zanariah Hussein, Jeremyjones Fernandez Robles","doi":"10.1177/15209156251411935","DOIUrl":"https://doi.org/10.1177/15209156251411935","url":null,"abstract":"<p><p>Diabetes is a growing public health burden across the Asia-Pacific (APAC) region. The increasing use of continuous glucose monitoring (CGM) holds significant potential to improve glycemic control and safety outcomes in individuals with diabetes. However, CGM devices in APAC vary widely in technical performance, clinical validation, and regulatory oversight, posing risks of inaccurate readings and treatment errors, especially for nonadjunctive integrated CGM (iCGM) systems. This review synthesizes the literature and regional insights on CGM regulatory frameworks, accuracy standards, and unmet needs. The authors highlight the U.S. Food and Drug Administration (FDA) iCGM standards as the most stringent global standards. Adopting FDA iCGM criteria alongside the International Federation of Clinical Chemistry and Laboratory Medicine (IFCC) reporting recommendations, with contextual modifications for diverse epidemiological, infrastructural, and socioeconomic settings in APAC, is explored. A phased, regionally coordinated approach is proposed, incorporating voluntary benchmarks, capacity-building for lower-resourced regulators, regulatory reliance mechanisms, and shared postmarketing surveillance platforms. Emphasis is placed on multistakeholder collaboration and region-specific validation studies. Harmonizing iCGM regulatory standards in APAC is anticipated to enhance device accuracy, safety, and interoperability, improve diabetes care, and streamline regulatory processes, serving as a model for regulatory excellence for other emerging medical technologies.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"15209156251411935"},"PeriodicalIF":6.3,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124096","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}
Background: To determine the correlation between time in tight range (TITR; 70-140 mg/dL) and prevalence of microvascular complications in patients with type 2 diabetes mellitus (T2DM).
Methods: Data of 999 patients with T2DM and negative history of cardiovascular disease were analyzed. TITR was assessed using data from a continuous glucose monitoring (CGM) system. Participants were stratified into quartiles based on TITR (Q1: ≤42.6%, Q2: >42.6 to ≤61.2%, Q3: >61.2 to ≤73.4%, Q4: >73.4%). The correlation of TITR/microvascular complications was assessed using multivariate logistic regression analysis after adjustment for potential confounders.
Results: The mean TITR was 56.8 ± 22.4%, and 51.2% of participants had at least one microvascular complication. The adjusted odds ratios for any microvascular complication across increasing TITR quartiles were 1.00 (Q1 as the reference group), 0.39 (Q2; 95% confidence interval [CI]: 0.25-0.62), 0.45 (Q3; 95% CI: 0.28-0.70), and 0.30 (Q4; 95% CI: 0.19-0.47). This indicated that the prevalence of diabetic microvasculopathies was lower in higher TITR quartiles. Similar inverse trends were observed for retinopathy, nephropathy, and peripheral neuropathy. Each 10% increase in TITR was associated with a reduced risk of each type of diabetic microvasculopathy. Receiver operating characteristic curve analysis identified 54.3% as the optimal TITR cutoff value for the identification of microvascular complications.
Conclusions: Higher TITR was significantly associated with lower prevalence of microvascular complications in patients with T2DM. CGM-derived TITR is a potentially useful clinical metric for optimizing glycemic management and reducing the risk of microvascular complications.
{"title":"Association of Time in Tight Range with Microvascular Complications in Japanese Patients with Type 2 Diabetes Mellitus: A Multicenter Cross-Sectional Study.","authors":"Keiichi Torimoto, Yosuke Okada, Tomoya Mita, Kenichi Tanaka, Fumiya Sato, Naoto Katakami, Hidenori Yoshii, Keiko Nishida, Shingo Nakayamada, Ryota Ishii, Masahiko Gosho, Iichiro Shimomura, Hirotaka Watada","doi":"10.1177/15209156251403563","DOIUrl":"https://doi.org/10.1177/15209156251403563","url":null,"abstract":"<p><strong>Background: </strong>To determine the correlation between time in tight range (TITR; 70-140 mg/dL) and prevalence of microvascular complications in patients with type 2 diabetes mellitus (T2DM).</p><p><strong>Methods: </strong>Data of 999 patients with T2DM and negative history of cardiovascular disease were analyzed. TITR was assessed using data from a continuous glucose monitoring (CGM) system. Participants were stratified into quartiles based on TITR (Q1: ≤42.6%, Q2: >42.6 to ≤61.2%, Q3: >61.2 to ≤73.4%, Q4: >73.4%). The correlation of TITR/microvascular complications was assessed using multivariate logistic regression analysis after adjustment for potential confounders.</p><p><strong>Results: </strong>The mean TITR was 56.8 ± 22.4%, and 51.2% of participants had at least one microvascular complication. The adjusted odds ratios for any microvascular complication across increasing TITR quartiles were 1.00 (Q1 as the reference group), 0.39 (Q2; 95% confidence interval [CI]: 0.25-0.62), 0.45 (Q3; 95% CI: 0.28-0.70), and 0.30 (Q4; 95% CI: 0.19-0.47). This indicated that the prevalence of diabetic microvasculopathies was lower in higher TITR quartiles. Similar inverse trends were observed for retinopathy, nephropathy, and peripheral neuropathy. Each 10% increase in TITR was associated with a reduced risk of each type of diabetic microvasculopathy. Receiver operating characteristic curve analysis identified 54.3% as the optimal TITR cutoff value for the identification of microvascular complications.</p><p><strong>Conclusions: </strong>Higher TITR was significantly associated with lower prevalence of microvascular complications in patients with T2DM. CGM-derived TITR is a potentially useful clinical metric for optimizing glycemic management and reducing the risk of microvascular complications.</p><p><strong>Trial registration number: </strong>UMIN000032325.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"15209156251403563"},"PeriodicalIF":6.3,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146118168","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}
Pub Date : 2026-02-04DOI: 10.1177/15209156261420404
Noha Hammad, Aya M Ramadan, Ahmed Nazmy, Ahmed Elazab, Ahmed Abdelaziz
Excess body weight and poor metabolic control remain major contributors to cardiometabolic disease, highlighting the need for effective therapeutic options. This meta-analysis aimed to evaluate the efficacy and safety of once-daily oral orforglipron in obese adults with and without diabetes. Searches were conducted across four databases through November 2025. Five randomized controlled trials (n = 6140) were included. Orforglipron produced consistent, dose-dependent reductions in body weight, ranging from modest losses at 3 mg to more than 6 kg at 36 mg in patients with diabetes. Individuals without diabetes experienced greater weight reductions, approaching 12 kg at the highest dose. Significant improvements in body mass index, waist circumference, and glycated hemoglobin (HbA1c; -1.29%) were also observed. Gastrointestinal adverse events increased with higher dose, and no significant difference in the incidence of acute pancreatitis was identified. Overall, orforglipron demonstrated clinically meaningful metabolic benefits with an acceptable safety profile.
{"title":"Efficacy and Safety of Oral GLP-1 RA Orforglipron on Weight and Glycemic Control According to Diabetes Status: A Systematic Review and Meta-Analysis.","authors":"Noha Hammad, Aya M Ramadan, Ahmed Nazmy, Ahmed Elazab, Ahmed Abdelaziz","doi":"10.1177/15209156261420404","DOIUrl":"https://doi.org/10.1177/15209156261420404","url":null,"abstract":"<p><p>Excess body weight and poor metabolic control remain major contributors to cardiometabolic disease, highlighting the need for effective therapeutic options. This meta-analysis aimed to evaluate the efficacy and safety of once-daily oral orforglipron in obese adults with and without diabetes. Searches were conducted across four databases through November 2025. Five randomized controlled trials (<i>n</i> = 6140) were included. Orforglipron produced consistent, dose-dependent reductions in body weight, ranging from modest losses at 3 mg to more than 6 kg at 36 mg in patients with diabetes. Individuals without diabetes experienced greater weight reductions, approaching 12 kg at the highest dose. Significant improvements in body mass index, waist circumference, and glycated hemoglobin (HbA1c; -1.29%) were also observed. Gastrointestinal adverse events increased with higher dose, and no significant difference in the incidence of acute pancreatitis was identified. Overall, orforglipron demonstrated clinically meaningful metabolic benefits with an acceptable safety profile.</p>","PeriodicalId":11159,"journal":{"name":"Diabetes technology & therapeutics","volume":" ","pages":"15209156261420404"},"PeriodicalIF":6.3,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146118176","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}