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Patient and practitioner perceptions around use of artificial intelligence within the English NHS diabetic eye screening programme 患者和医生对在英国国民健康保险制度糖尿病眼科筛查项目中使用人工智能的看法。
IF 6.1 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.1016/j.diabres.2024.111964
Charlotte Wahlich , Lakshmi Chandrasekaran , Umar A.R. Chaudhry , Kathryn Willis , Ryan Chambers , Louis Bolter , John Anderson , Royce Shakespeare , Abraham Olvera-Barrios , Jiri Fajtl , Roshan Welikala , Sarah Barman , Catherine A. Egan , Adnan Tufail , Christopher G. Owen , Alicja R. Rudnicka

Aims

Automated retinal image analysis using Artificial Intelligence (AI) can detect diabetic retinopathy as accurately as human graders, but it is not yet licensed in the NHS Diabetic Eye Screening Programme (DESP) in England. This study aims to assess perceptions of People Living with Diabetes (PLD) and Healthcare Practitioners (HCP) towards AI’s introduction in DESP.

Methods

Two online surveys were co-developed with PLD and HCP from a diverse DESP in North East London. Surveys were validated through interviews across three centres and distributed via DESP centres, charities, and the British Association of Retinal Screeners. A coding framework was used to analyse free-text responses.

Results

387 (24%) PLD and 98 (37%) HCP provided comments. Themes included trust, workforce impact, the patient-practitioner relationship, AI implementation challenges, and inequalities. Both groups agreed AI in DESP was inevitable, would improve efficiency, and save costs. Concerns included job losses, data security, and AI decision safety. A common misconception was that AI would directly affect patient interactions, though it only processes retinal images.

Conclusions

Limited understanding of AI was a barrier to acceptance. Educating diverse PLD groups and HCP about AI’s accuracy and reliability is crucial to building trust and facilitating its integration into screening practices.
目的:使用人工智能(AI)的自动视网膜图像分析可以像人类分级师一样准确地检测糖尿病视网膜病变,但它尚未在英国的NHS糖尿病眼筛查计划(DESP)中获得许可。本研究旨在评估糖尿病患者(PLD)和医疗保健从业者(HCP)对人工智能在DESP中引入的看法。方法:两个在线调查共同开发与PLD和HCP从不同的DESP在伦敦东北部。调查通过三个中心的访谈得到验证,并通过DESP中心、慈善机构和英国视网膜筛查协会进行分发。编码框架用于分析自由文本响应。结果:387名(24%)PLD和98名(37%)HCP提出了意见。主题包括信任、劳动力影响、医患关系、人工智能实施挑战和不平等。双方都认为人工智能在DESP中是不可避免的,它将提高效率并节省成本。人们担心的问题包括失业、数据安全和人工智能决策安全。一个常见的误解是,人工智能会直接影响患者的互动,尽管它只处理视网膜图像。结论:对人工智能的有限理解是接受人工智能的障碍。教育不同的PLD团队和HCP关于人工智能的准确性和可靠性对于建立信任和促进其融入筛查实践至关重要。
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引用次数: 0
YKL-40, cardiovascular events, and mortality in individuals recently diagnosed with type 2 diabetes: A Danish cohort study 最近诊断为2型糖尿病个体的YKL-40、心血管事件和死亡率:一项丹麦队列研究
IF 6.1 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.1016/j.diabres.2024.111970
Alisa D. Kjaergaard , Allan Vaag , Verena H. Jensen , Michael H. Olsen , Kurt Højlund , Peter Vestergaard , Torben Hansen , Reimar W. Thomsen , Niels Jessen

Aims

We investigated the association of the inflammatory biomarker YKL-40 with cardiovascular events (CVEs) and mortality in individuals with type 2 diabetes.

Methods

We followed 11,346 individuals recently diagnosed with type 2 diabetes for up to 14 years. Baseline YKL-40 levels (measured in 9,010 individuals) were grouped into percentiles (0–33 %, 34–66 %, 67–90 %, and 91–100 %) and analyzed continuously (per 1 SD log increment), with comparisons to CRP (measured in 9,644 individuals). Cox regression assessed associations with atrial fibrillation (AF), ischemic stroke (IS), venous thromboembolism (VTE), myocardial infarction (MI), heart failure (HF), peripheral artery disease (PAD), and all-cause, cardiovascular, and cancer mortality.

Results

Adjusted HRs (95% CIs) for the highest (91–100%) versus the lowest (0–33%) YKL-40 percentile category were 1.31 (1.04–1.66) for AF, 1.43 (0.98–2.07) for IS, 1.07 (0.65–1.76) VTE, 0.88 (0.52–1.48) for MI, 1.66 (1.19–2.31) for HF, 1.66 (1.12–2.48) for PAD, and 2.18 (1.85–2.56) for all-cause, 1.64 (1.07–2.50) for cardiovascular, and 2.73 (2.05–3.63) for cancer mortality. Each 1 SD log increase in YKL-40 and CRP levels similarly increased CVE risks, with CRP being superior for MI and cardiovascular mortality.

Conclusions

YKL-40 is a prognostic biomarker for most CVEs, and even more so for all-cause mortality, primarily driven by cancer-related causes.
目的:我们研究了炎症生物标志物YKL-40与2型糖尿病患者心血管事件(CVE)和死亡率的关系:我们对11346名最近被诊断为2型糖尿病的患者进行了长达14年的随访。将基线 YKL-40 水平(9010 人测定)分为百分位数(0-33%、34-66%、67-90% 和 91-100%)并进行连续分析(每 1 SD 对数增量),同时与 CRP(9644 人测定)进行比较。Cox 回归评估了与心房颤动(AF)、缺血性中风(IS)、静脉血栓栓塞(VTE)、心肌梗死(MI)、心力衰竭(HF)、外周动脉疾病(PAD)以及全因、心血管和癌症死亡率的关系:最高(91-100%)与最低(0-33%)YKL-40 百分位数类别的调整 HRs(95% CIs)分别为:房颤 1.31(1.04-1.66),IS 1.43(0.98-2.07),VTE 1.07(0.65-1.76),MI 0.88(0.52-1.48)、HF 1.66(1.19-2.31)、PAD 1.66(1.12-2.48)、全因死亡率 2.18(1.85-2.56)、心血管死亡率 1.64(1.07-2.50)、癌症死亡率 2.73(2.05-3.63)。YKL-40和CRP水平每增加1 SD对数,CVE风险同样增加,其中CRP对心肌梗死和心血管死亡率的影响更大:结论:YKL-40是大多数CVE的预后生物标志物,对全因死亡率而言更是如此,主要由癌症相关原因导致。
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引用次数: 0
Real-world safety of dapagliflozin plus metformin in patients of type 2 diabetes mellitus in China: Post-hoc analysis of the DONATE study 中国2型糖尿病患者使用达格列净联合二甲双胍的实际安全性:DONATE研究的事后分析
IF 6.1 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.1016/j.diabres.2024.111959
Lixin Guo , Jing Wang , Li Li , Lin Yuan , Sheng Chen , Hui Wang , Tonghuan Li , Lin Qi , Hong Yang

Aim

DONATE (NCT03156985) is a large-scale real-world study investigating the safety of dapagliflozin in Chinese type 2 diabetes mellitus (T2DM) patients. This post-hoc analysis aims to further evaluate the real-world safety of dapagliflozin plus metformin.

Methods

Safety outcomes were assessed in patients receiving concomitant dapagliflozin and metformin, with or without other antidiabetics. The safety of dapagliflozin-based dual-therapies and dapagliflozin and metformin-based triple-therapies were also analysed.

Results

Among the 2,990 patients in DONATE, 2,165 (72.4%) received concomitant metformin. Among these 2,165 patients, 780 (36.0%) experienced ≥1 adverse event (AE), 129 (6.0%) experienced serious AE (SAE), and 96 (4.4%) experienced AE leading to dapagliflozin discontinuation. The most common AEs were upper respiratory tract infection (4.0%), urinary tract infection (UTI, 2.1%) and constipation (1.5%). The most common AEs of special interest of dapagliflozin were UTI (2.3%), genital tract infection (1.5%) and hypoglycaemia (1.1%). In the dapagliflozin and metformin dual-therapy subgroup, the incidences of AE, SAE and AE leading to dapagliflozin discontinuation were 26.7%, 2.5%, and 1.9%, respectively, numerically lower than that of the total population and most other dual-therapy subgroups. These patients also had numerically improved metabolic outcomes than baseline.

Conclusion

Dapagliflozin and metformin combination therapy is well-tolerated in real-world Chinese T2DM patients.
目的:DONATE(NCT03156985)是一项大规模真实世界研究,调查达帕格列净在中国2型糖尿病(T2DM)患者中的安全性。这项事后分析旨在进一步评估达帕格列净联合二甲双胍的实际安全性:方法:对同时接受达帕格列净和二甲双胍治疗的患者进行安全性评估。此外,还分析了达帕格列净双疗法和达帕格列净与二甲双胍三疗法的安全性:在DONATE的2990名患者中,有2165人(72.4%)同时服用二甲双胍。在这2165名患者中,780人(36.0%)发生过≥1次不良事件(AE),129人(6.0%)发生过严重不良事件(SAE),96人(4.4%)发生过导致达帕格列净停药的不良事件。最常见的不良反应是上呼吸道感染(4.0%)、尿路感染(UTI,2.1%)和便秘(1.5%)。达帕格列净最常见的特殊不良反应是UTI(2.3%)、生殖道感染(1.5%)和低血糖(1.1%)。在达帕格列净和二甲双胍双重疗法亚组中,导致停用达帕格列净的AE、SAE和AE发生率分别为26.7%、2.5%和1.9%,在数量上低于总人群和大多数其他双重疗法亚组。这些患者的代谢结果也比基线有所改善:结论:达帕格列净和二甲双胍联合疗法在现实世界的中国T2DM患者中耐受性良好。
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引用次数: 0
Differences in target organ damage in individuals with intermediate hyperglycemia and type 2 diabetes identified by 1-hour plasma glucose during an oral glucose tolerance test 口服葡萄糖耐量试验中1小时血浆葡萄糖检测的中度高血糖和2型糖尿病患者靶器官损伤的差异
IF 6.1 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.1016/j.diabres.2024.111941
Chiara Maria Assunta Cefalo , Alessia Riccio , Teresa Vanessa Fiorentino , Elena Succurro , Gaia Chiara Mannino , Maria Perticone , Angela Sciacqua , Francesco Andreozzi , Giorgio Sesti
Aims: The International Diabetes Federation (IDF) has recently recommended determination of 1-hour glucose during an oral glucose tolerance test (OGTT) to diagnose intermediate hyperglycemia (IH) and type 2 diabetes (T2D). Herein, we investigated the implications of IDF recommendation for characterizing the risk of cardiovascular target organ damage including left ventricular mass normalized by body surface area (LVM index [LVMI]), and myocardial mechano-energetic efficiency normalized by LVM (MEEi) in individuals with IH and T2D. Methods: LVMI, and MEEi were assessed in 1847 adults classified on the basis of fasting, 1-hour and 2- hour glucose during an OGTT according to the IDF recommendation as having normal glucose tolerance (NGT, n = 736), isolated impaired fasting glucose (iIFG, n = 105), IH (n = 676), and newly diagnosed T2D (n = 330). Results: As compared with NGT group, individuals with either IH or T2D exhibited significantly higher LVMI (97 ± 26, 109 ± 30, and 116 ± g/m2, P < 0.001, respectively), and a decrease in MEEi (0.42 ± 0.11, 0.37 ± 0.10, and 0.35 ± 0.11 ml/sec*g-1, P < 0.001, respectively). LVMI, and MEEi did not differ between NGT and iIFG groups. Conclusion: The thresholds of 1-hour post-load glucose proposed by IDF as diagnostic criteria for IH and T2D are capable of detecting individuals at risk of cardiovascular target organ damage.
目的:国际糖尿病联合会(IDF)最近推荐在口服葡萄糖耐量试验(OGTT)中检测1小时葡萄糖,以诊断中度高血糖症(IH)和2型糖尿病(T2D)。在此,我们研究了IDF推荐值对IH和T2D患者心血管靶器官损伤风险的影响,包括按体表面积归一化的左心室质量(LVM指数[LVMI])和按LVM归一化的心肌机械能量效率(MEEi)。方法:根据IDF推荐的OGTT期间空腹、1小时和2小时血糖水平,对1847名成人进行LVMI和MEEi评估,分别为糖耐量正常(NGT, n = 736)、空腹血糖受损(iIFG, n = 105)、IH (n = 676)和新诊断的T2D (n = 330)。结果:与NGT组相比,IH和T2D组LVMI均显著升高(97 ± 26、109 ± 30和116 ± g/m2, P )。结论:IDF提出的1小时负荷后血糖阈值作为IH和T2D的诊断标准,能够检测出有心血管靶器官损伤危险的个体。
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引用次数: 0
Conservative surgery for forefoot osteomyelitis may increase reulceration-free survival compared to minor amputation in diabetes-related foot disease 与轻微截肢相比,前足骨髓炎的保守性手术可提高糖尿病足病的无再溃疡存活率。
IF 6.1 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.1016/j.diabres.2024.111949
Gerardo Víquez-Molina , José María Rojas-Bonilla , Javier Aragón-Sánchez
This study suggests that conservative surgery may improve reulceration-free survival in patients with diabetes-related forefoot osteomyelitis, compared to minor amputation. By excluding patients with prior surgeries, the analysis more accurately reflects the benefits of conservative surgery. These findings highlight the importance of preserving foot structure to maintain biomechanics and reduce reulceration risk.
该研究表明,与轻微截肢相比,保守手术可提高糖尿病相关前足骨髓炎患者的无溃疡生存。通过排除既往手术的患者,分析更准确地反映了保守手术的益处。这些发现强调了保护足部结构以维持生物力学和降低再骨折风险的重要性。
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引用次数: 0
WeChat mini-program, a preliminary applied study of the gestational blood glucose management model for pregnant women with gestational diabetes mellitus 微信小程序,妊娠期糖尿病孕妇血糖管理模式的初步应用研究。
IF 6.1 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.1016/j.diabres.2024.111943
Qiaosong Wang , Kun Zhang , Xueling Zhang , Jie Fu , Fangyi Liu , Yinge Gao , Rongjin Lin

Background

The mHealth has been increasing in pregnancy. However, the WeChat mini-program based gestational glucose management model for gestational diabetes mellitus (GDM) during pregnancy has not been established.

Methods

56 GDM pregnant women were selected. The control group received routine pregnancy health care, and the experimental group received WeChat mini-program GDM women’s blood glucose management model, Intervention from diagnosis of GDM to delivery. Two-hour postprandial glucose, self-management ability, maternal and infant outcomes, satisfaction and so on were collected, with an additional mHealth app usability questionnaire collected by the experimental group.

Results

The WeChat mini-program GDM women’s blood glucose management model reduced two-hour postprandial glucose, the birth weight of newborns and the incidence of other complications(P < 0.05). The model also improved self-management ability and blood glucose management satisfaction(P < 0.01). The mHealth app usability questionnaire score tends to be close to 1, which indicates that the WeChat mini-program has usability.

Conclusion

The WeChat mini-program blood glucose management model reduces two-hour postprandial glucose and improves the self-management ability, which verifies the feasibility and effectiveness of the blood glucose management model relying on the WeChat mini-program.
背景:移动医疗在怀孕中的应用越来越多。然而,基于微信小程序的妊娠期糖尿病(GDM)血糖管理模型尚未建立。方法:选择56例GDM孕妇。对照组接受常规妊娠保健,实验组接受微信小程序GDM妇女血糖管理模型,从GDM诊断到分娩干预。收集PBG、自我管理能力、母婴结局、满意度等数据,并收集实验组移动健康应用可用性问卷。结果:微信小程序GDM妇女血糖管理模式降低了PBG、新生儿出生体重及其他并发症的发生率(P 结论:微信小程序血糖管理模式降低了PBG,提高了自我管理能力,验证了依托微信小程序血糖管理模式的可行性和有效性。
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引用次数: 0
Body roundness index as a predictor of all-cause and cardiovascular mortality in patients with diabetes and prediabetes 身体圆度指数作为糖尿病和前驱糖尿病患者全因死亡率和心血管死亡率的预测因子。
IF 6.1 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.1016/j.diabres.2024.111958
Peipei Wang , Yongqiang Fan , Haoyue Gao , Bei Wang

Background

There are limited population-based studies examining the correlation between body roundness index (BRI) and mortality in diabetes and prediabetes patients.

Method

Our final analysis encompassed 15,848 patients with diabetes and prediabetes sourced from the National Health and Nutrition Examination Survey(NHANES) spanning from 2003 to 2018. Cox proportional hazards model and restricted cubic splines (RCS) were utilized to assess the correlation between BRI and both all-cause mortality and cardiovascular mortality.

Results

During an average follow-up period of 92.9 months, 2655 participants (12.73 %) died, including 730 (3.44 %) from cardiovascular diseases. RCS demonstrated a U-shaped nonlinear association between BRI with all-cause mortality and cardiovascular mortality, with threshold values of 5.54 and 5.21, respectively. When BRI was below the threshold, a negative correlation was observed between BRI and all-cause mortality (HR 0.87, 95 % CI 0.81–0.93).The correlation with cardiovascular mortality is not significant. Conversely, when BRI was above the threshold, a positive correlation was observed between BRI with all-cause mortality (HR 1.10, 95 % CI 1.06–1.14) and cardiovascular mortality (HR 1.13, 95 % CI 1.07–1.20).

Conclusion

Our research indicates that among US adults with diabetes or prediabetes, BRI exhibits a U-shaped relationship with all-cause and cardiovascular mortality, with threshold values of 5.54 and 5.21, respectively.
背景:目前有有限的基于人群的研究,探讨了糖尿病和前驱糖尿病患者的身体圆度指数(BRI)与死亡率之间的相关性。方法:我们的最终分析包括来自2003年至2018年国家健康与营养检查调查(NHANES)的15848名糖尿病和前驱糖尿病患者。利用Cox比例风险模型和限制性三次样条(RCS)来评估BRI与全因死亡率和心血管死亡率之间的相关性。结果:在平均92.9 个月的随访期间,2655名参与者(12.73 %)死亡,其中730名(3.44 %)死于心血管疾病。RCS显示BRI与全因死亡率和心血管死亡率呈u型非线性相关,阈值分别为5.54和5.21。当BRI低于阈值时,BRI与全因死亡率呈负相关(HR 0.87, 95 % CI 0.81-0.93)。与心血管疾病死亡率的相关性不显著。相反,当BRI高于阈值时,BRI与全因死亡率(HR 1.10, 95 % CI 1.06-1.14)和心血管死亡率(HR 1.13, 95 % CI 1.07-1.20)呈正相关。结论:我们的研究表明,在患有糖尿病或前驱糖尿病的美国成年人中,BRI与全因死亡率和心血管死亡率呈u型关系,阈值分别为5.54和5.21。
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引用次数: 0
Comparison of the glycemia risk index and time in range in a case series of using automated insulin delivery to improve glycemic control in people with type 1 diabetes and end stage kidney disease on hemodialysis 1型糖尿病和终末期肾病血液透析患者使用自动胰岛素输送改善血糖控制的病例系列中血糖危险指数和时间范围的比较
IF 6.1 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.1016/j.diabres.2024.111940
Alessandra T. Ayers , Cindy N. Ho , Sufyan Hussain , David C. Klonoff
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引用次数: 0
Long-term weight change, incident cardiovascular disease and all-cause mortality among diabetic adults 糖尿病成人的长期体重变化、心血管疾病和全因死亡率
IF 6.1 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.1016/j.diabres.2024.111946
Xue Bai , Lei Zhang , Xiaoxiao Ji , Kening Chen , Xueshi Di , Fangjieyi Zheng , Peng Bai , Wenquan Niu
We aimed to explore the impact of weight change from young to middle adulthood on incident cardiovascular disease (CVD) and all-cause mortality in US diabetic adults. All study subjects aged 40–79 years were from the US National Health and Nutrition Examination Survey (NHANES) 1988–2018, and they were non-pregnant and had complete data on self-reported weight at age 25 and 10 years before baseline enrollment over average 29.4 years. CVD events occurring from 10 years ago to baseline enrollment were recorded. Relative to stable non-obesity group, the strongest association was noted for the weight-losing group, followed by the stable-obesity group and weight-gaining group over following 10 years. Referring to the stable-obesity group identified significance for the stable non-obesity group. If total population had maintained non-obese from young to middle adulthood, 12 % of CVD cases could have been averted. Relative to the stable non-obesity group, subjects who maintained obese between young and middle adulthood had an increased risk of all-cause mortality. Our findings indicated that the risk for incident CVD and all-cause mortality was potentially reinforced in diabetic adults who were obese at age 25 but non-obese at midlife and who remained stable obese vis-à-vis those with stable non-obesity.
我们的目的是探讨美国糖尿病成人从青年到中年体重变化对心血管疾病(CVD)和全因死亡率的影响。所有年龄在40-79 岁之间的研究对象都来自1988-2018年的美国国家健康与营养检查调查(NHANES),她们没有怀孕,并且在基线入组前25岁和10 岁时有完整的自我报告体重数据,平均年龄为29.4 岁。记录10 年前至基线入组期间发生的心血管疾病事件。相对于稳定的非肥胖组,在接下来的10 年里,减肥组的相关性最强,其次是稳定肥胖组和体重增加组。参照稳定肥胖组的确定,对于稳定非肥胖组具有重要意义。如果总人口从青年到中年一直保持非肥胖,12% %的心血管疾病病例本可以避免。相对于稳定的非肥胖组,在青年和中年期间保持肥胖的受试者的全因死亡率增加。我们的研究结果表明,25岁时肥胖但中年时不肥胖且保持稳定肥胖的糖尿病成年人发生心血管疾病和全因死亡率的风险可能会增加-à-vis那些稳定非肥胖的人。
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引用次数: 0
Temporal incremental healthcare costs associated with complications in Hong Kong Chinese patients with type 2 diabetes: A prospective study in Joint Asia diabetes evaluation (JADE) Register (2007–2019) 亚洲糖尿病联合评估(JADE) Register(2007-2019)的一项前瞻性研究:香港华人2型糖尿病患者并发症相关的时间增量医疗成本。
IF 6.1 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.1016/j.diabres.2024.111961
Juliana N.M. Lui , Eric S.H. Lau , Abby Q.Y. Li , Yuzheng Zhang , Lee-Ling Lim , Chun-KwunO , Kelly T.C. Wong , Aimin Yang , Hongjiang Wu , Ronald C.W. Ma , Alice P.S. Kong , Risa Ozaki , Andrea O.Y. Luk , Elaine Y.K. Chow , Juliana C.N. Chan

Objective

We examined incremental healthcare costs (inpatient and outpatient) related to complications in Chinese patients with type 2 diabetes (T2D) during the year of occurrence and post-event years, utilizing the Joint Asia Diabetes Evaluation (JADE) Register cohort of Hong Kong Chinese patients with T2D between 2007 and 2019.

Research Design and Methods

19,440 patients with T2D underwent structured evaluation utilizing the JADE platform with clinical outcomes data retrieved from territory-wide electronic medical records including inpatient, outpatient and emergency care. Two-part model was adopted to account for skewed healthcare costs distribution. Incremental healthcare costs associated with nine non-fatal diabetes complications and all-cause death were estimated, adjusted for demographic, clinical, lifestyle factors and comorbidities.

Results

In this prospective cohort [mean ± SD age:59.9 ± 11.9 years, 56.6 % men, duration of diabetes:7.3 ± 7.5 years, HbA1C:7.5 ± 1.6 %] observed for 7 (interquartile range:4–9) years (142,132 patient-years), the mean annual healthcare costs, mainly due to inpatient cost, were USD$2,990 ± 9,960. Lower extremity amputation (LEA) (USD$31,302; 95 %CI: 25,706–37,004), hemorrhagic stroke (USD$21,164; 17,680–24,626), ischemic stroke (USD$17,976; $15,937–20,352) and end-stage disease (ESRD) (USD$14,774; 13,405–16,250) in the year of event incurred the highest cost. Residual healthcare costs in the post-event years were highest for ESRD, LEA, haemorrhagic stroke and incident cancer.

Conclusion

These comprehensive temporal healthcare cost estimates for diabetes-related complications allows the performance of long-term, patient-level, cost-effectiveness analyses on T2D prevention and treatment strategies relevant to an Asian and possibly global contexts. These may inform decision-makers on resource allocation aimed at reducing the burden of T2D and chronic diseases.
目的:我们利用2007年至2019年香港中国2型糖尿病患者联合亚洲糖尿病评估(JADE)登记队列,研究了中国2型糖尿病(T2D)患者发生年度和事件后年份与并发症相关的增量医疗保健费用(住院和门诊)。研究设计和方法:利用JADE平台对19,440例T2D患者进行结构化评估,并从包括住院、门诊和急诊在内的全地区电子病历中检索临床结果数据。采用两部分模型来解释医疗成本分布的倾斜。估计了与九种非致命性糖尿病并发症和全因死亡相关的增量医疗保健费用,并根据人口统计学、临床、生活方式因素和合并症进行了调整。结果:在这个前瞻性群组(意味着 ± SD年龄:59.9 ±11.9  年,56.6 %男性患糖尿病时间:7.3 ±7.5  年,糖化血红蛋白: 7.5±1.6  %]观察7(四分位范围:4 - 9日)年(142132)白细胞数量,平均年度医疗费用,主要是由于住院成本,是2990美元 ± 9960。下肢截肢(LEA)(31,302美元;95 %CI: 25,706-37,004),出血性中风(21,164美元;17,680-24,626),缺血性中风(17,976美元;15,937-20,352美元)和终末期疾病(ESRD)(14,774美元;13,405-16,250)在事件发生的年份发生了最高的费用。ESRD、LEA、出血性中风和偶发癌症在事件发生后几年的剩余医疗费用最高。结论:这些糖尿病相关并发症的综合时间医疗成本估算可以对亚洲和可能的全球背景下的t2dm预防和治疗策略进行长期、患者层面的成本效益分析。这些数据可为决策者提供资源分配方面的信息,以减少糖尿病和慢性疾病的负担。
{"title":"Temporal incremental healthcare costs associated with complications in Hong Kong Chinese patients with type 2 diabetes: A prospective study in Joint Asia diabetes evaluation (JADE) Register (2007–2019)","authors":"Juliana N.M. Lui ,&nbsp;Eric S.H. Lau ,&nbsp;Abby Q.Y. Li ,&nbsp;Yuzheng Zhang ,&nbsp;Lee-Ling Lim ,&nbsp;Chun-KwunO ,&nbsp;Kelly T.C. Wong ,&nbsp;Aimin Yang ,&nbsp;Hongjiang Wu ,&nbsp;Ronald C.W. Ma ,&nbsp;Alice P.S. Kong ,&nbsp;Risa Ozaki ,&nbsp;Andrea O.Y. Luk ,&nbsp;Elaine Y.K. Chow ,&nbsp;Juliana C.N. Chan","doi":"10.1016/j.diabres.2024.111961","DOIUrl":"10.1016/j.diabres.2024.111961","url":null,"abstract":"<div><h3>Objective</h3><div>We examined incremental healthcare costs (inpatient and outpatient) related to complications in Chinese patients with type 2 diabetes (T2D) during the year of occurrence and post-event years, utilizing the Joint Asia Diabetes Evaluation (JADE) Register cohort of Hong Kong Chinese patients with T2D between 2007 and 2019.</div></div><div><h3>Research Design and Methods</h3><div>19,440 patients with T2D underwent structured evaluation utilizing the JADE platform with clinical outcomes data retrieved from territory-wide electronic medical records including inpatient, outpatient and emergency care. Two-part model was adopted to account for skewed healthcare costs distribution. Incremental healthcare costs associated with nine non-fatal diabetes complications and all-cause death were estimated, adjusted for demographic, clinical, lifestyle factors and comorbidities.</div></div><div><h3>Results</h3><div>In this prospective cohort [mean ± SD age:59.9 ± 11.9 years, 56.6 % men, duration of diabetes:7.3 ± 7.5 years, HbA1C:7.5 ± 1.6 %] observed for 7 (interquartile range:4–9) years (142,132 patient-years), the mean annual healthcare costs, mainly due to inpatient cost, were USD$2,990 ± 9,960. Lower extremity amputation (LEA) (USD$31,302; 95 %CI: 25,706–37,004), hemorrhagic stroke (USD$21,164; 17,680–24,626), ischemic stroke (USD$17,976; $15,937–20,352) and end-stage disease (ESRD) (USD$14,774; 13,405–16,250) in the year of event incurred the highest cost. Residual healthcare costs in the post-event years were highest for ESRD, LEA, haemorrhagic stroke and incident cancer.</div></div><div><h3>Conclusion</h3><div>These comprehensive temporal healthcare cost estimates for diabetes-related complications allows the performance of long-term, patient-level, cost-effectiveness analyses on T2D prevention and treatment strategies relevant to an Asian and possibly global contexts. These may inform decision-makers on resource allocation aimed at reducing the burden of T2D and chronic diseases.</div></div>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":"219 ","pages":"Article 111961"},"PeriodicalIF":6.1,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142863664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Diabetes research and clinical practice
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