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Understanding factors influencing medication adherence in Type 2 diabetes guided by the COM-B behaviour change model and assessed using the Morisky scale: A systematic review. COM-B行为改变模型指导和Morisky量表评估的2型糖尿病患者药物依从性影响因素的系统评价
IF 2.3 Pub Date : 2026-01-13 DOI: 10.1016/j.pcd.2026.01.002
Marian Archer, Sofia Llahana

Background: Type 2 Diabetes Mellitus (T2DM) requires a multifaceted management approach involving lifestyle modifications, education, and pharmacological treatments. Medication adherence is critical for achieving glycaemic control; however, up to 45 % of patients fail to meet HbA1c targets. The Morisky Medication Adherence Scale (MMAS) is a validated tool widely used in clinical practice to assess self-reported medication adherence, offering valuable insights into patient behaviours affecting treatment outcomes.

Aim: This systematic review evaluates medication adherence in adults with T2DM using the MMAS and to identify modifiable factors influencing non-adherence. The COM-B model was used to structure the analysis by mapping barriers and enablers to the Capability, Opportunity, and Motivation components that underpin medication-taking Behaviour.

Method: A systematic review was conducted following the PRISMA framework. MEDLINE, EMBASE, EMCARE, and Ovid Nursing databases were searched for cross-sectional studies published between January 2013 and December 2024 that utilised the MMAS scale to assess adherence in adults with T2DM receiving oral or injectable anti-glycaemic therapies. A narrative synthesis was conducted using the COM-B model to identify key barriers and enablers influencing adherence.

Results: Of 9990 records screened, 30 studies from 17 countries, involving 8405 participants, met the inclusion criteria. Overall, 40.9 % of participants demonstrated high adherence, while 42.6 % had low adherence. Key barriers included poor diabetes knowledge, depression, polypharmacy, side effects, inadequate patient-provider communication, and lack of continuity in care. Enablers encompassed patient education, family support, effective patient-provider communication, and structured diabetes education programmes.

Conclusions: The MMAS remains a reliable tool for assessing self-reported medication adherence in T2DM. However, adherence levels remain suboptimal. Addressing modifiable factors, such as depression, enhancing diabetes education, and improving healthcare communication, may improve adherence, glycaemic control, and overall T2DM management outcomes.

Registration: Registered with PROSPERO (CRD42022359969).

背景:2型糖尿病(T2DM)需要多方面的治疗方法,包括改变生活方式、教育和药物治疗。药物依从性是实现血糖控制的关键;然而,高达45% %的患者未能达到HbA1c目标。莫里斯基药物依从性量表(MMAS)是一种经过验证的工具,广泛应用于临床实践,用于评估自我报告的药物依从性,为患者影响治疗结果的行为提供有价值的见解。目的:本系统综述使用MMAS评估成人T2DM患者的药物依从性,并确定影响不依从性的可改变因素。COM-B模型通过将障碍和推动因素映射到支持服药行为的能力、机会和动机组件来构建分析。方法:根据PRISMA框架进行系统评价。我们检索了MEDLINE、EMBASE、EMCARE和Ovid护理数据库,检索了2013年1月至2024年12月间发表的横断面研究,这些研究利用MMAS量表评估接受口服或注射降糖治疗的成年T2DM患者的依从性。使用COM-B模型进行叙事综合,以确定影响依从性的关键障碍和促成因素。结果:在筛选的9990条记录中,来自17个国家的30项研究,涉及8405名参与者,符合纳入标准。总体而言,40.9 %的参与者表现出高依从性,而42.6 %的参与者表现出低依从性。主要障碍包括糖尿病知识贫乏、抑郁、多种药物、副作用、医患沟通不足以及护理缺乏连续性。促成因素包括患者教育、家庭支持、有效的患者-提供者沟通和结构化的糖尿病教育计划。结论:MMAS仍然是评估T2DM患者自我报告服药依从性的可靠工具。然而,依从性水平仍然不是最佳的。解决可改变的因素,如抑郁症、加强糖尿病教育和改善医疗保健沟通,可能会改善依从性、血糖控制和总体T2DM管理结果。注册:在普洛斯彼罗注册(CRD42022359969)。
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引用次数: 0
Defining quality in type 2 diabetes primary care: A multistakeholder modified Delphi consensus indicator set. 定义2型糖尿病初级保健的质量:多利益相关者修改的德尔菲共识指标集。
IF 2.3 Pub Date : 2026-01-09 DOI: 10.1016/j.pcd.2026.01.004
Philippe-Richard Domeyer, Xavier Cos, Manel Mata-Cases

Aims: Type 2 diabetes mellitus (T2DM) is a growing public‑health challenge in Greece, yet validated tools to assess care quality in primary settings are lacking. We aimed to develop a context‑specific set of consensus‑based quality indicators (QIs) for T2DM in Greek primary care, with an eye toward broader applicability in comparable European and low‑ and middle‑income country (LMIC) systems.

Methods: A two-phase study was conducted: (1) a focused bibliographic search (Medline/PubMed and Scopus; January 2019-August 2020) to identify existing T2DM QI sets suitable for primary care; and (2) a three-round modified Delphi survey with 10 stakeholders (general practitioners, diabetologist, dietician, health policy expert, patients) to evaluate indicator importance and feasibility and reach consensus. Candidate indicators were contextually adapted for European relevance prior to Delphi rating.

Results: The bibliographic search identified 16 records; only one study met eligibility criteria and provided 43 candidate QIs. The Delphi process yielded 39 QIs across nine domains: access (2), monitoring (13), health counseling (3), treatment and prevention (2), patient safety (3), records (1), health status (11), patient satisfaction (2), and self-management (2).

Conclusions: We present the first context-adapted, consensus-based T2DM QI set for Greek primary care, covering clinical, organizational, and patient-reported aspects of care. This framework lays the groundwork for wider implementation, electronic health record integration, and international benchmarking.

目的:2型糖尿病(T2DM)在希腊是一个日益严重的公共卫生挑战,但缺乏有效的工具来评估初级医疗机构的护理质量。我们的目的是为希腊初级保健中的2型糖尿病制定一套基于共识的质量指标(QIs),并着眼于在可比较的欧洲和中低收入国家(LMIC)系统中更广泛的适用性。方法:进行了一项两阶段的研究:(1)进行重点文献检索(Medline/PubMed和Scopus; 2019年1月- 2020年8月),以确定适合初级保健的现有T2DM QI集;(2)对10名利益相关者(全科医生、糖尿病专家、营养师、卫生政策专家、患者)进行3轮修正德尔菲调查,评价指标的重要性和可行性,并达成共识。候选指标在德尔菲评级之前根据欧洲相关情况进行调整。结果:检索到文献记录16条;只有一项研究符合资格标准,提供了43个候选QIs。德尔菲过程产生了九个领域的39个QIs:准入(2)、监测(13)、健康咨询(3)、治疗和预防(2)、患者安全(3)、记录(1)、健康状况(11)、患者满意度(2)和自我管理(2)。结论:我们提出了希腊初级保健的第一个基于共识的T2DM QI集,涵盖临床、组织和患者报告的护理方面。该框架为更广泛的实施、电子健康记录集成和国际基准测试奠定了基础。
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引用次数: 0
High prevalence of undiagnosed obstructive sleep apnoea in older adults with suboptimally-controlled type 2 diabetes and comorbid insomnia. 未确诊的阻塞性睡眠呼吸暂停在控制不佳的2型糖尿病和合并症失眠的老年人中高发。
IF 2.3 Pub Date : 2025-12-27 DOI: 10.1016/j.pcd.2025.12.003
Chun Kwan O, Rachel Ny Chan, Ka Pang Chan, Hongjiang Wu, Fanny Mf Lam, Hester Hc Lee, Elaine Yk Chow, Andrea Oy Luk, Ronald Cw Ma, Yun Kwok Wing, Juliana Cn Chan, Alice Ps Kong

Background: We aimed to explore the prevalence of and clinical factors that identify obstructive sleep apnoea (OSA) in older adults with suboptimally-controlled type 2 diabetes (T2D) and comorbid insomnia.

Methods: In this cross-sectional analysis, participants had age≥ 60 years, HbA1c7.5-10 % and comorbid insomnia [insomnia severity index (ISI)> 14] with no prior history of OSA. All participants had home sleep apnoea testing done to measure apnoea-hypopnea index (AHI) and completed questionnaires including self-reporting of habitual snoring (≥3 nights/week), Four-Variable Screening Tool (FVST) comprising sex, body mass index (BMI), blood pressure and frequency of snoring, and excessive daytime sleepiness (EDS) [Epworth Sleepiness Scale (ESS) score ≥ 10]. Mild, moderate, and severe OSA were defined by AHI 5 to < 15, ≥ 15 to < 30, and ≥ 30 events/hour respectively.

Results: Among 93 participants(mean age: 68.3 ± 4.8 years, 46 % men, BMI:24.8 ± 3.7 kg/m2), 87 % had OSA (43 % moderate-to-severe OSA) and 41.8 % had EDS. A diagnosis of OSA was associated with BMI[odd ratio(OR)1.233(95 %CI:1.015-1.498),p = 0.035], habitual snoring[8.107(2.192-29.977), p = 0.002], and FVST[1.386(1.132-1.698), p = 0.002]. The cut-off value of FVST≥ 5 or ESS≥ 10 had 100 % sensitivity and 20.8 (9.8-31.7)% specificity to detect moderate-to-severe OSA.

Conclusions: Older adults with suboptimally-controlled T2D and comorbid insomnia had high prevalence of undiagnosed OSA with FVST and EDS as potentially useful screening tools.

背景:我们的目的是探讨阻塞性睡眠呼吸暂停(OSA)在老年控制欠佳的2型糖尿病(T2D)和合并症失眠患者中的患病率和临床因素。方法:在本横断面分析中,参与者年龄≥ 60岁,hba1c7.5 - %,共病性失眠[失眠严重程度指数(ISI)> 14],无OSA病史。所有参与者在家中进行睡眠呼吸暂停测试,测量呼吸暂停低通气指数(AHI),并完成问卷调查,包括习惯性打鼾(≥3晚/周)的自我报告,四变量筛选工具(FVST),包括性别、体重指数(BMI)、血压和打鼾频率,以及白天过度嗜睡(EDS) [Epworth嗜睡量表(ESS)评分≥ 10]。轻微、中等和严重的阻塞性睡眠呼吸暂停综合症是由AHI 5结果:在93名参与者(平均年龄:68.3 ± 4.8岁,46 %男性,体重指数:24.8 ±3.7  kg / m2), 87年 %阻塞性睡眠呼吸暂停综合症(43 %是严重阻塞性睡眠呼吸暂停综合症)和41.8 % EDS。OSA的诊断与BMI[奇比(OR)1.233(95 %CI:1.015-1.498),p = 0.035]、习惯性打鼾[8.107(2.192-29.977),p = 0.002]、FVST[1.386(1.132-1.698), p = 0.002]相关。FVST≥ 5或ESS≥ 10的临界值检测中重度OSA的敏感性为100 %,特异性为20.8(9.8-31.7)%。结论:T2D控制不佳并伴有合并症失眠的老年人未确诊OSA的患病率较高,FVST和EDS可作为潜在有用的筛查工具。
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引用次数: 0
Comparative risk of osteoporosis in older women with type 2 diabetes receiving sodium-glucose cotransporter 2 inhibitor or dipeptidyl peptidase-4 inhibitor: A nationwide cohort study. 接受钠-葡萄糖共转运蛋白2抑制剂或二肽基肽酶-4抑制剂治疗的老年2型糖尿病女性骨质疏松的比较风险:一项全国性队列研究
IF 2.3 Pub Date : 2025-12-23 DOI: 10.1016/j.pcd.2025.12.005
Hyeon Jeong Lee, Pusoon Chun

Aim: To compare osteoporosis risk associated with sodium-glucose cotransporter 2 inhibitor (SGLT2i) versus dipeptidyl peptidase-4 inhibitor (DPP-4i) in older women with type 2 diabetes (T2D).

Methods: This cohort study used the Korean National Health Insurance database. Adjusted hazard ratios (aHRs) were estimated using multivariable Cox regression. Sensitivity analysis was performed using inverse probability of treatment weighting (IPTW).

Results: Among 1715,337 women aged ≥ 55 years with T2D, 5364 SGLT2i users and 26,504 DPP-4i users were analyzed. The incidence rates of osteoporosis were 6.7 (95 % CI, 6.0-7.4) and 7.0 (95 % CI, 6.7-7.3) per 100 person-years in the SGLT2i and DPP-4i groups, respectively. Osteoporosis risk with SGLT2i was comparable to DPP-4i (aHR, 0.93; 95 % CI, 0.89-1.04). These results remained consistent in the sensitivity analysis using IPTW (aHR, 0.95; 95 % CI, 0.89-1.00). Subgroup analyses showed a slightly lower osteoporosis risk with SGLT2i in patients aged 55-64 years (aHR, 0.84; 95 % CI, 0.76-0.93), those without prior rheumatoid arthritis (aHR, 0.90; 95 % CI, 0.83-0.97), proton pump inhibitor use (aHR, 0.88; 95 % CI, 0.80-0.96), or oral corticosteroid use (aHRs, 0.91; 95 % CI, 0.85-0.97).

Conclusion: SGLT2i was comparable to DPP-4i in osteoporosis risk among older women with T2D.

目的:比较老年2型糖尿病(T2D)女性中钠-葡萄糖共转运蛋白2抑制剂(sglti)与二肽基肽酶4抑制剂(DPP-4i)的骨质疏松风险。方法:本队列研究使用韩国国民健康保险数据库。校正风险比(aHRs)采用多变量Cox回归估计。采用处理加权逆概率(IPTW)进行敏感性分析。结果:在1715名年龄≥ 55岁的T2D女性中,分析了5364名SGLT2i使用者和26,504名DPP-4i使用者。在SGLT2i组和DPP-4i组中,骨质疏松症的发病率分别为每100人年6.7(95 % CI, 6.0-7.4)和7.0(95 % CI, 6.7-7.3)。SGLT2i的骨质疏松风险与DPP-4i相当(aHR, 0.93; 95 % CI, 0.89-1.04)。这些结果在IPTW敏感性分析中保持一致(aHR, 0.95; 95 % CI, 0.89-1.00)。亚组分析显示,55-64岁(aHR, 0.84; 95 % CI, 0.76-0.93)、既往无类风湿关节炎(aHR, 0.90; 95 % CI, 0.83-0.97)、使用质子泵抑制剂(aHR, 0.88; 95 % CI, 0.80-0.96)或口服皮质类固醇(aHR, 0.91; 95 % CI, 0.85-0.97)的SGLT2i患者骨质疏松风险略低。结论:SGLT2i与DPP-4i在老年T2D女性骨质疏松风险方面具有可比性。
{"title":"Comparative risk of osteoporosis in older women with type 2 diabetes receiving sodium-glucose cotransporter 2 inhibitor or dipeptidyl peptidase-4 inhibitor: A nationwide cohort study.","authors":"Hyeon Jeong Lee, Pusoon Chun","doi":"10.1016/j.pcd.2025.12.005","DOIUrl":"https://doi.org/10.1016/j.pcd.2025.12.005","url":null,"abstract":"<p><strong>Aim: </strong>To compare osteoporosis risk associated with sodium-glucose cotransporter 2 inhibitor (SGLT2i) versus dipeptidyl peptidase-4 inhibitor (DPP-4i) in older women with type 2 diabetes (T2D).</p><p><strong>Methods: </strong>This cohort study used the Korean National Health Insurance database. Adjusted hazard ratios (aHRs) were estimated using multivariable Cox regression. Sensitivity analysis was performed using inverse probability of treatment weighting (IPTW).</p><p><strong>Results: </strong>Among 1715,337 women aged ≥ 55 years with T2D, 5364 SGLT2i users and 26,504 DPP-4i users were analyzed. The incidence rates of osteoporosis were 6.7 (95 % CI, 6.0-7.4) and 7.0 (95 % CI, 6.7-7.3) per 100 person-years in the SGLT2i and DPP-4i groups, respectively. Osteoporosis risk with SGLT2i was comparable to DPP-4i (aHR, 0.93; 95 % CI, 0.89-1.04). These results remained consistent in the sensitivity analysis using IPTW (aHR, 0.95; 95 % CI, 0.89-1.00). Subgroup analyses showed a slightly lower osteoporosis risk with SGLT2i in patients aged 55-64 years (aHR, 0.84; 95 % CI, 0.76-0.93), those without prior rheumatoid arthritis (aHR, 0.90; 95 % CI, 0.83-0.97), proton pump inhibitor use (aHR, 0.88; 95 % CI, 0.80-0.96), or oral corticosteroid use (aHRs, 0.91; 95 % CI, 0.85-0.97).</p><p><strong>Conclusion: </strong>SGLT2i was comparable to DPP-4i in osteoporosis risk among older women with T2D.</p>","PeriodicalId":94177,"journal":{"name":"Primary care diabetes","volume":" ","pages":""},"PeriodicalIF":2.3,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145829564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Achieving pregnancy glycemic targets and postpartum depressive symptoms among individuals with pregestational diabetes. 妊娠糖尿病患者实现妊娠血糖目标和产后抑郁症状
IF 2.3 Pub Date : 2025-12-18 DOI: 10.1016/j.pcd.2025.12.006
Jenna Meiman, Abigail Steinbrunner, Naleef Fareed, Joshua J Joseph, Mark B Landon, William A Grobman, Kartik K Venkatesh

We determined whether achieving glycemic control during pregnancy was associated with fewer postpartum depressive symptoms among individuals with pregestational diabetes. We found achievement of pregnancy glycemic targets was not associated with a lower risk of postpartum depressive symptoms in a population with a high frequency of pre-existing psychiatric morbidity.

我们确定妊娠期血糖控制是否与妊娠期糖尿病患者产后抑郁症状的减少有关。我们发现,在先前存在高频率精神疾病的人群中,达到妊娠血糖目标与产后抑郁症状的风险降低无关。
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引用次数: 0
Mortality in offspring of women with type 1 diabetes during pregnancy. 妊娠期1型糖尿病妇女后代的死亡率。
IF 2.3 Pub Date : 2025-12-18 DOI: 10.1016/j.pcd.2025.12.004
Erik Somersalo, Cedric Korpijaakko, Mia D Eriksson, Miira M Klemetti, Hannu Kautiainen, Johan G Eriksson, Merja K Laine

Aims: Fetal and neonatal complications are common in pregnancies affected by maternal type 1 diabetes. The aim of this study is to investigate whether type 1 diabetes during pregnancy is reflected in offspring long-term mortality during a follow-up of up to 30 years.

Methods: This register-based follow-up study included 1762 offspring of women with type 1 diabetes (cases) and 8810 offspring of women without diabetes (controls). Time and causes of death between 1988 and 2018 were obtained from Statistics Finland. Clinical characteristics at birth of study participants and their mothers were obtained from the Finnish Medical Birth Register.

Results: Cases had an 1,67 times higher mortality than controls during the 30-year follow-up period (crude HR 1.67 [95 % CI: 1.01-2.77]), with a median follow-up of 21 years (IQR 15-28). Cases possessed an adverse risk-profile at the neonatal stage. Endocrine, nutritional and metabolic diseases (IRR 5.02/100 000 person years [95 % CI 1.01-24.88]), and diseases of the nervous system (IRR 5.03/100 000 person years [95 % CI 1.16-21.82]) were overrepresented as the cause of death in this group.

Conclusions: These findings suggest that maternal type 1 diabetes during pregnancy is associated with higher mortality during a 30-year follow-up.

目的:胎儿和新生儿并发症是常见的妊娠受母体1型糖尿病。本研究的目的是在长达30年的随访期间调查怀孕期间的1型糖尿病是否反映在后代的长期死亡率中。方法:本研究纳入1762例1型糖尿病女性的后代(病例)和8810例非糖尿病女性的后代(对照组)。1988年至2018年期间的死亡时间和原因来自芬兰统计局。研究参与者及其母亲出生时的临床特征从芬兰医学出生登记处获得。结果:30年随访期间,病例死亡率是对照组的1.67倍(粗危险度1.67[95 % CI: 1.01-2.77]),中位随访时间为21年(IQR 15-28)。病例在新生儿阶段具有不利的风险概况。内分泌、营养和代谢性疾病(IRR 5.02/10万人年[95 % CI 1.01-24.88])和神经系统疾病(IRR 5.03/10万人年[95 % CI 1.16-21.82])是本组死亡的主要原因。结论:这些发现表明,在30年的随访中,怀孕期间的母亲1型糖尿病与较高的死亡率相关。
{"title":"Mortality in offspring of women with type 1 diabetes during pregnancy.","authors":"Erik Somersalo, Cedric Korpijaakko, Mia D Eriksson, Miira M Klemetti, Hannu Kautiainen, Johan G Eriksson, Merja K Laine","doi":"10.1016/j.pcd.2025.12.004","DOIUrl":"https://doi.org/10.1016/j.pcd.2025.12.004","url":null,"abstract":"<p><strong>Aims: </strong>Fetal and neonatal complications are common in pregnancies affected by maternal type 1 diabetes. The aim of this study is to investigate whether type 1 diabetes during pregnancy is reflected in offspring long-term mortality during a follow-up of up to 30 years.</p><p><strong>Methods: </strong>This register-based follow-up study included 1762 offspring of women with type 1 diabetes (cases) and 8810 offspring of women without diabetes (controls). Time and causes of death between 1988 and 2018 were obtained from Statistics Finland. Clinical characteristics at birth of study participants and their mothers were obtained from the Finnish Medical Birth Register.</p><p><strong>Results: </strong>Cases had an 1,67 times higher mortality than controls during the 30-year follow-up period (crude HR 1.67 [95 % CI: 1.01-2.77]), with a median follow-up of 21 years (IQR 15-28). Cases possessed an adverse risk-profile at the neonatal stage. Endocrine, nutritional and metabolic diseases (IRR 5.02/100 000 person years [95 % CI 1.01-24.88]), and diseases of the nervous system (IRR 5.03/100 000 person years [95 % CI 1.16-21.82]) were overrepresented as the cause of death in this group.</p><p><strong>Conclusions: </strong>These findings suggest that maternal type 1 diabetes during pregnancy is associated with higher mortality during a 30-year follow-up.</p>","PeriodicalId":94177,"journal":{"name":"Primary care diabetes","volume":" ","pages":""},"PeriodicalIF":2.3,"publicationDate":"2025-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145795552","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Routine HbA1c monitoring and cardiovascular outcomes in diabetes: Evidence from a large Spanish cohort. 糖尿病患者常规HbA1c监测与心血管结局:来自西班牙大型队列的证据
IF 2.3 Pub Date : 2025-12-16 DOI: 10.1016/j.pcd.2025.11.012
Domingo Orozco-Beltran, Samuel Seidu, Jose Antonio Quesada

Aim: Glycated hemoglobin (HbA1c) is a key indicator of diabetes control. However, the risk of missing HbA1c values in clinical records is unknown. We aimed to analyze the relationship between missing HbA1c values and the occurrence of major cardiovascular events or death from all causes.

Methods: Retrospective cohort study based on a national database of primary care electronic medical records in Spain (BIFAP). We included people aged 30 years and older with an incident diagnosis of diabetes mellitus. Follow-up started on the date of diabetes diagnosis between 2005 and 2019, and ended on occurrence of composite endpoint (major cardiovascular events and/or death from all causes), or December 31st, 2019. The baseline exposure variable was HbA1c (< 7 %, 7 %-8 %, > 8 %, missing). Cox models were fitted.

Results: Our analysis included 303,199 people with diabetes, with an average age of 62.2 years and 44.7 % were women. The mean follow-up was 5.7 years, and 10.2 % of patients had missing HbA1c values. The cardiovascular risk was 1.18 (95 %CI: 1.14-1.22) in the HbA1c 7 %-8 % group, 1.41 (95 %CI: 1.36-1.46) in HbA1c > 8 %, and 2.95 (95 %CI: 2.89-3.05) in HbA1c missing, compared with HbA1c < 7 %.

Conclusions: In this large cohort of people with newly diagnosed diabetes, missing HbA1c values was associated with a significantly higher risk of major cardiovascular events or death, more than double the risk observed in people with the worst glycemic control. These findings underscore the clinical importance of routinely recording and monitoring HbA1c at diagnosis, not only as a marker of metabolic control but also as a potential prognostic indicator. The lack of HbA1c may act as an indicator of suboptimal clinical follow-up.

目的:糖化血红蛋白(HbA1c)是糖尿病控制的关键指标。然而,临床记录中遗漏HbA1c值的风险尚不清楚。我们的目的是分析HbA1c缺失与主要心血管事件发生或全因死亡之间的关系。方法:基于西班牙国家初级保健电子病历数据库(BIFAP)的回顾性队列研究。我们纳入了年龄在30岁及以上且有糖尿病偶发诊断的患者。随访开始于2005年至2019年糖尿病诊断之日,结束于复合终点(主要心血管事件和/或全因死亡)的发生,或2019年12月31日。基线暴露变量为HbA1c(< 7 %,7 %-8 %,> 8 %,缺失)。拟合Cox模型。结果:我们的分析包括303,199例糖尿病患者,平均年龄为62.2岁,44.7% %为女性。平均随访5.7年,10. %的患者HbA1c值缺失。与HbA1c相比,HbA1c 7 %-8 %组的心血管风险为1.18(95 %CI: 1.14-1.22), HbA1c 1 %-8 %组的风险为1.41(95 %CI: 1.36-1.46), HbA1c缺失组的风险为2.95(95 %CI: 2.89-3.05)。结论:在这个新诊断的糖尿病患者的大型队列中,HbA1c缺失与主要心血管事件或死亡的风险显著升高相关,比血糖控制最差的人群的风险高出一倍以上。这些发现强调了常规记录和监测HbA1c在诊断中的临床重要性,不仅作为代谢控制的标志,而且作为潜在的预后指标。缺乏HbA1c可能是临床随访不理想的一个指标。
{"title":"Routine HbA1c monitoring and cardiovascular outcomes in diabetes: Evidence from a large Spanish cohort.","authors":"Domingo Orozco-Beltran, Samuel Seidu, Jose Antonio Quesada","doi":"10.1016/j.pcd.2025.11.012","DOIUrl":"https://doi.org/10.1016/j.pcd.2025.11.012","url":null,"abstract":"<p><strong>Aim: </strong>Glycated hemoglobin (HbA<sub>1c</sub>) is a key indicator of diabetes control. However, the risk of missing HbA<sub>1c</sub> values in clinical records is unknown. We aimed to analyze the relationship between missing HbA<sub>1c</sub> values and the occurrence of major cardiovascular events or death from all causes.</p><p><strong>Methods: </strong>Retrospective cohort study based on a national database of primary care electronic medical records in Spain (BIFAP). We included people aged 30 years and older with an incident diagnosis of diabetes mellitus. Follow-up started on the date of diabetes diagnosis between 2005 and 2019, and ended on occurrence of composite endpoint (major cardiovascular events and/or death from all causes), or December 31st, 2019. The baseline exposure variable was HbA<sub>1c</sub> (< 7 %, 7 %-8 %, > 8 %, missing). Cox models were fitted.</p><p><strong>Results: </strong>Our analysis included 303,199 people with diabetes, with an average age of 62.2 years and 44.7 % were women. The mean follow-up was 5.7 years, and 10.2 % of patients had missing HbA<sub>1c</sub> values. The cardiovascular risk was 1.18 (95 %CI: 1.14-1.22) in the HbA<sub>1c</sub> 7 %-8 % group, 1.41 (95 %CI: 1.36-1.46) in HbA<sub>1c</sub> > 8 %, and 2.95 (95 %CI: 2.89-3.05) in HbA<sub>1c</sub> missing, compared with HbA<sub>1c</sub> < 7 %.</p><p><strong>Conclusions: </strong>In this large cohort of people with newly diagnosed diabetes, missing HbA1c values was associated with a significantly higher risk of major cardiovascular events or death, more than double the risk observed in people with the worst glycemic control. These findings underscore the clinical importance of routinely recording and monitoring HbA1c at diagnosis, not only as a marker of metabolic control but also as a potential prognostic indicator. The lack of HbA1c may act as an indicator of suboptimal clinical follow-up.</p>","PeriodicalId":94177,"journal":{"name":"Primary care diabetes","volume":" ","pages":""},"PeriodicalIF":2.3,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145776969","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of real-time continuous glucose monitoring and personalized digital health coaching on glycemic control and lifestyle in patients with type 2 diabetes and prediabetes. 实时连续血糖监测和个性化数字健康指导对2型糖尿病及前驱糖尿病患者血糖控制和生活方式的影响
IF 2.3 Pub Date : 2025-12-12 DOI: 10.1016/j.pcd.2025.12.002
Yujin Park, Hye Rin Choi, Ji-Eun Lee, Boram Choi, Chang-Bo Noh, Jae-Heon Kang, Ye Seul Bae

Objective: This study evaluated the impact of real-time continuous glucose monitoring (CGM) combined with personalized digital health coaching on glycemic control and lifestyle behaviors in individuals with type 2 diabetes (T2DM) and prediabetes.

Method: A prospective cohort study was conducted involving 110 participants recruited from a chronic disease management service. The participants underwent an 8-week intervention where CGM data were used to provide real-time feedback, complemented by personalized lifestyle coaching. Baseline and post-intervention data included fasting blood glucose (FBG), glycated hemoglobin (HbA1c), body mass index (BMI), and lifestyle factors such as physical activity and eating habits. Participants were divided into tertiles based on mean amplitude of glycemic excursion (MAGE) to evaluate the effects of the intervention by glycemic variability (GV) level.

Results: Significant improvements in glycemic control were observed across all tertiles. The highest GV group (T3) showed the greatest reductions in HbA1c (7.39 % to 6.82 %, p = 0.004) and FBG. The physical activity scores significantly increased in the T3 group (p = 0.005), and all tertiles reported healthier dietary habits following the intervention.

Conclusions: The integration of CGM with personalized digital health coaching was associated with significant short-term improvements in glycemic control and lifestyle behaviors, particularly among individuals with high GV.

目的:本研究评估实时连续血糖监测(CGM)结合个性化数字健康指导对2型糖尿病(T2DM)及前驱糖尿病患者血糖控制和生活方式行为的影响。方法:一项前瞻性队列研究,涉及110名来自慢性疾病管理服务的参与者。参与者接受了为期8周的干预,其中CGM数据用于提供实时反馈,并辅以个性化的生活方式指导。基线和干预后数据包括空腹血糖(FBG)、糖化血红蛋白(HbA1c)、体重指数(BMI)和生活方式因素,如体力活动和饮食习惯。根据血糖偏移的平均幅度(MAGE)将参与者分为四位数,以评估血糖变异性(GV)水平干预的效果。结果:所有受试者的血糖控制均有显著改善。GV最高组(T3)的HbA1c(7.39 %至6.82 %,p = 0.004)和FBG的降低幅度最大。T3组的身体活动得分显著提高(p = 0.005),所有受试者在干预后都报告了更健康的饮食习惯。结论:CGM与个性化数字健康指导的整合与血糖控制和生活方式行为的显着短期改善有关,特别是在GV高的个体中。
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引用次数: 0
The U.S. diabetes belt and factors explaining the excess risk: Multifactorial modeling and machine learning analysis. 美国糖尿病带和解释过度风险的因素:多因素建模和机器学习分析。
IF 2.3 Pub Date : 2025-12-10 DOI: 10.1016/j.pcd.2025.12.001
Longjian Liu, Nathalie S May, Yuwei Hou, Jingyi Shi, Edward J Gracely, Arthur L Frank, Howard J Eisen

Aim: Research on the epidemiology of diabetes mellitus (DM) has identified a geographically distinct region in the United States (U.S.) known as the diabetes belt (DM Belt), which represents a significant public health concern. This study aimed to examine the factors contributing to the increased risk of DM in the DM Belt compared to the non-DM Belt.

Methods: Data were analyzed from 398,243 adults aged ≥ 18 years who participated in the 2019 Behavior Risk Factor Surveillance System. DM status was based on participants' self-reported physician-diagnosed DM. The DM Belt was defined at the state level according to the U.S. Center for Disease Control and Prevention's classification. Logistic regression (LR) was used to estimate odds ratios for DM and assess the excess DM risk in the DM Belt versus the non-DM Belt. Random Forest (RF) and stepwise LR were employed to identify and rank key contributors to the excess DM risk.

Results: Residents of the DM Belt had a significantly higher prevalence of DM than those in the non-DM Belt (age-sex-adjusted rate: 12.5 % versus 10.5 %, p < 0.001). Low socioeconomic status (SES), physical inactivity, and hypertension were identified as the top three factors explaining the excess DM risk in the DM Belt.

Conclusions: These findings underscore the importance of an integrated approach to improving SES, promoting healthy behaviors, managing chronic conditions for reducing DM risk. Addressing these factors can help mitigate health disparities in DM risk across the U.S.

目的:对糖尿病(DM)流行病学的研究已经在美国(美国)确定了一个地理上独特的区域,称为糖尿病带(DM带),这代表了一个重要的公共卫生问题。本研究旨在探讨与非糖尿病带相比,糖尿病带中糖尿病风险增加的因素。方法:对参加2019年行为危险因素监测系统的398,243名年龄≥ 18岁的成年人的数据进行分析。糖尿病状态是基于参与者自我报告的医生诊断的糖尿病。糖尿病带是根据美国疾病控制和预防中心的分类在州一级定义的。使用Logistic回归(LR)来估计糖尿病的优势比,并评估糖尿病带与非糖尿病带的过度糖尿病风险。随机森林(RF)和逐步线性回归(LR)被用来识别和排序DM风险的关键因素。结果:糖尿病带居民的糖尿病患病率明显高于非糖尿病带居民(年龄-性别调整率:12. %对10. %,p )。结论:这些发现强调了综合方法对改善SES,促进健康行为,管理慢性病以降低糖尿病风险的重要性。解决这些因素有助于减轻美国糖尿病风险的健康差异
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引用次数: 0
Comment on 'Non-insulin-based markers of insulin resistance at diabetes diagnosis: A pooled analysis of 14 national health surveys'. 对《糖尿病诊断中胰岛素抵抗的非胰岛素基础标志物:对14个国家健康调查的汇总分析》的评论
IF 2.3 Pub Date : 2025-12-04 DOI: 10.1016/j.pcd.2025.11.010
Long Pu

This commentary provides methodological reflections on a recent multi-country study investigating insulin resistance (IR) marker heterogeneity in adults newly diagnosed with diabetes across 14 low and middle-income countries (LMICs). While commending the significant contribution of this research, we highlight three key considerations to refine the interpretation of findings and guide future studies. First, we discuss the need for population-specific validation of non-insulin-based IR markers, as their performance varies substantially across ethnic groups. Second, we examine the implications of relying on a single fasting glucose measurement for diabetes diagnosis, which may impact phenotypic characterization and subtype differentiation. Finally, we explore the importance of quantifying the relative contributions of multi-level factors-including adiposity, lifestyle, and healthcare system variables-to better understand the observed cross-country heterogeneity. Addressing these methodological aspects in future research will strengthen the evidence base for developing tailored diabetes care strategies in diverse global populations.

本评论提供了对最近一项多国研究的方法学反思,该研究在14个低收入和中等收入国家(LMICs)中调查了新诊断为糖尿病的成人胰岛素抵抗(IR)标志物的异质性。在赞扬这项研究的重大贡献的同时,我们强调了三个关键的考虑因素,以完善对研究结果的解释并指导未来的研究。首先,我们讨论了非基于胰岛素的IR标记物在人群特异性验证的必要性,因为它们的表现在不同的种族群体中差异很大。其次,我们研究了依赖单一空腹血糖测量对糖尿病诊断的影响,这可能会影响表型表征和亚型分化。最后,我们探讨了量化多层次因素(包括肥胖、生活方式和医疗系统变量)的相对贡献的重要性,以便更好地理解所观察到的跨国异质性。在未来的研究中解决这些方法学方面的问题,将加强在全球不同人群中制定量身定制的糖尿病护理策略的证据基础。
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引用次数: 0
期刊
Primary care diabetes
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