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A comprehensive strategy of diabetic retinopathy screening in a public health system: Identifying and overcoming obstacles for implementation 公共卫生系统的糖尿病视网膜病变筛查综合战略:确定并克服实施障碍
Pub Date : 2024-01-01 DOI: 10.1016/j.deman.2023.100192
Gustavo Barreto Melo , Fernando Korn Malerbi , João Neves de Medeiros , Jakob Grauslund

Aims

This study reports the implementation of a diabetic retinopathy (DR) screening program in Aracaju, Brazil, emphasizing the challenges and premature termination.

Methods

The program, a collaboration between local health authorities, national DR screening experts, private clinics, trained retinal imaging technicians, a portable retinal camera with artificial intelligence (AI), telemedicine, and AI-assisted image analysis, was established. Screening occurred at primary care centers, with free specialized treatment for high-risk DR cases.

Results

After a public tender, two clinics were selected for screening, and four for secondary management. Initially, diabetic patient attendance at primary care clinics varied considerably, posing a challenge. Nonetheless, the screening continued, with 3,561 patients screened within six months. However, due to complaints and disputes between providers and authorities, the program was prematurely terminated, achieving less than a quarter of the initial screening target.

Conclusions

The DR screening program faced significant challenges, including low adherence and organizational issues at primary care centers. This experience highlights the need to standardize clinical workflows, enhance organization and integration among primary care units, and address cultural factors to improve adherence rates. These insights are valuable for implementing screening programs, particularly in low- and middle-income countries.

目的本研究报告了巴西阿拉卡茹实施糖尿病视网膜病变(DR)筛查计划的情况,强调了该计划面临的挑战和过早终止的情况。方法该计划由当地卫生当局、国家 DR 筛查专家、私人诊所、训练有素的视网膜成像技术人员、带有人工智能(AI)的便携式视网膜相机、远程医疗和人工智能辅助图像分析共同合作完成。结果经过公开招标,选定两家诊所进行筛查,四家诊所进行二级管理。起初,糖尿病患者在初级保健诊所的就诊率差别很大,这给筛查工作带来了挑战。尽管如此,筛查工作仍在继续,6 个月内共筛查了 3 561 名患者。结论糖尿病筛查计划面临着巨大的挑战,包括基层医疗中心的低依从性和组织问题。这一经验凸显了规范临床工作流程、加强基层医疗单位的组织和整合以及解决文化因素以提高依从率的必要性。这些见解对于实施筛查计划很有价值,尤其是在中低收入国家。
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引用次数: 0
Anxiety, depression and quality of life in relation to SARS-CoV-2 antibodies in individuals living with diabetes during the second wave of COVID-19 COVID-19 第二波期间糖尿病患者的焦虑、抑郁和生活质量与 SARS-CoV-2 抗体的关系
Pub Date : 2024-01-01 DOI: 10.1016/j.deman.2023.100194
Lind Alexander , Cao Yang , Hesser Hugo , Hårdstedt Maria , Jansson Stefan , Lernmark Åke , Sundqvist Martin , Tevell Staffan , Tsai Cheng-ting , Wahlberg Jeanette , Jendle Johan

Aims

The objective was to compare anxiety, depression, and quality of life (QoL) in individuals living with type 1 (T1D) and type 2 (T2D) diabetes with matched controls during the second wave of the COVID-19 pandemic.

Methods

Via randomization, individuals living with diabetes T1D (n = 203) and T2D (n = 413), were identified during February-July 2021 through health-care registers. Population controls (n = 282) were matched for age, gender, and residential area. Questionnaires included self-assessment of anxiety, depression, QoL, and demographics in relation to SARS-CoV-2 exposure. Blood was collected through home-capillary sampling, and SARS-CoV-2 Nucleocapsid (NCP) and Spike antibodies (SC2_S1) were determined by multiplex Antibody Detection by Agglutination-PCR (ADAP) assays.

Results

Younger age and health issues were related to anxiety, depression, and QoL, with no differences between the study groups. Female gender was associated with anxiety, while obesity was associated with lower QoL. The SARS‑CoV‑2 NCP seroprevalence was higher in T1D (8.9 %) compared to T2D (3.9 %) and controls (4.0 %), while the SARS‑CoV‑2 SC2_S1 seroprevalence was higher for controls (25.5 %) compared to T1D (16.8 %) and T2D (14.0 %).

Conclusions

A higher SARS‑CoV‑2 infection rate in T1D may be explained by younger age and higher employment rate, and the associated increased risk for viral exposure.

目的比较 COVID-19 大流行第二波期间 1 型(T1D)和 2 型(T2D)糖尿病患者与匹配对照组的焦虑、抑郁和生活质量(QoL)。方法在 2021 年 2 月至 7 月期间,通过医疗保健登记册随机确定 T1D(n = 203)和 T2D(n = 413)糖尿病患者。人群对照组(n = 282)的年龄、性别和居住地区均匹配。调查问卷包括焦虑、抑郁、生活质量以及与 SARS-CoV-2 暴露相关的人口统计学方面的自我评估。通过家庭毛细管采血,用凝集-PCR(ADAP)多重抗体检测法测定 SARS-CoV-2 核头壳抗体(NCP)和尖峰抗体(SC2_S1)。女性性别与焦虑有关,而肥胖则与较低的 QoL 有关。结论T1D的SARS-CoV-2 NCP血清阳性率(8.9%)高于T2D(3.9%)和对照组(4.0%),而对照组的SARS-CoV-2 SC2_S1血清阳性率(25.5%)高于T1D(16.8%)和T2D(14.0%)。
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引用次数: 0
Improving foot ulcer risk assessment and identifying associated factors: Results of an initiative enhancing diabetes care in primary settings 改进足部溃疡风险评估并确定相关因素:加强基层医疗机构糖尿病护理计划的成果
Pub Date : 2023-12-28 DOI: 10.1016/j.deman.2023.100195
Ruben Silva-Tinoco , Teresa Cuatecontzi-Xochitiotzi , Yunuen Reyes-Paz , Bianca Vidal-Santos , Ana Galíndez-Fuentes , Lilia Castillo-Martínez

Background

Diabetes-related lower extremity complications contribute significantly to the overall disability burden of type 2 diabetes (T2D). The screening of Diabetic Foot Ulcer (DFU) risk is essential for the early identification of its components, thereby preventing the progression to advanced complications. Unfortunately, identifying elements associated with foot ulcer development is often poorly executed, especially in primary care settings, particularly in low-middle-income countries. We assess the prevalence of DFU risk and its components while exploring sociodemographic, clinical, and behavioral characteristics linked to DFU risk in patients with T2D.

Methods

This cross-sectional study examined the characteristics of the feet of subjects involved in an initiative to enhance the quality of diabetes care in primary healthcare settings. The assessment included the presence of foot deformities, peripheral neuropathy through Loss of Protective Sensation (LOPS) evaluation, peripheral arterial disease (PAD), and a history of foot ulcer or lower extremity amputations. Participants were classified according to the IWGDF Risk Classification and subsequently divided into two groups for analysis: those at high risk for DFU (Groups 1, 2, or 3) and those at low risk for DFU (Group 0). Logistic regression was employed to identify the factors associated with DFU risk and its components.

Results

Among the 1361 patients evaluated, 63.8 % were found to be at an increased risk for DFU. The reported prevalence of foot deformities, LOPS, PAD, and a history of foot ulcer was 91.9 %, 44.3 %, 36.5 %, and 4.5 %, respectively. In the adjusted analysis, factors significantly associated with DFU risk included male gender (OR =2.01; 95 % IC 1.54–2.61), secondary education or less (OR =1.65, 95 % IC 1.27–2.14), diabetes duration exceeding 10 years (OR = 1.75, 95 % IC 1.34–2.30), chronic kidney disease (OR =1.44, 95 % IC 1.11 – 1.88), diabetic retinopathy (OR =1.93, 95 % IC 1.42–2.62), onychomycosis (OR =1.46, 95 % IC 1.14–1.88) properly cut toenails (OR =0.60, 95 % IC 0.45–0.79), and sedentary behavior (OR =1.56, 95 % IC 1.14–2.14).

Conclusions

Risk assessment of DFU within a comprehensive care program for adults with T2D receiving conventional primary care showed that a substantial proportion of these patients are at an increased risk and, thus, qualify as candidates for interventions aimed at mitigating foot-related risks. We recommend that diabetes healthcare schemes incorporate preventive organizational interventions to facilitate the timely identification of DFU risk, particularly in primary care scenarios, thereby alleviating the burden of diabetes-related lower limb complications.

背景与糖尿病相关的下肢并发症在 2 型糖尿病(T2D)的总体残疾负担中占很大比例。糖尿病足溃疡(DFU)风险筛查对于早期识别其组成部分,从而防止其发展为晚期并发症至关重要。遗憾的是,识别与足部溃疡发展相关的因素往往执行不力,尤其是在初级医疗机构,特别是在中低收入国家。我们评估了 DFU 风险的发生率及其构成因素,同时探讨了与 T2D 患者 DFU 风险相关的社会人口、临床和行为特征。方法这项横断面研究调查了参与一项旨在提高初级医疗机构糖尿病护理质量的活动的受试者的足部特征。评估内容包括是否存在足部畸形、通过保护性感觉丧失(LOPS)评估发现的周围神经病变、周围动脉疾病(PAD)以及足部溃疡或下肢截肢史。参与者根据 IWGDF 风险分类进行分类,随后分为两组进行分析:DFU 高风险组(1、2 或 3 组)和 DFU 低风险组(0 组)。结果在接受评估的 1361 名患者中,发现 63.8% 的患者罹患 DFU 的风险较高。据报告,足部畸形、LOPS、PAD 和足部溃疡病史的发病率分别为 91.9%、44.3%、36.5% 和 4.5%。14)、糖尿病病程超过 10 年(OR = 1.75,95 % IC 1.34-2.30)、慢性肾病(OR =1.44,95 % IC 1.11-1.88)、糖尿病视网膜病变(OR =1.93,95 % IC 1.42-2.62)、甲癣(OR =1.46,95 % IC 1.14-1.88)。结论在为接受传统初级保健的成年 T2D 患者制定的综合保健计划中对 DFU 进行的风险评估显示,这些患者中有相当一部分人的风险增加,因此有资格接受旨在降低足部相关风险的干预措施。我们建议,糖尿病医疗保健计划应纳入预防性组织干预措施,以促进及时发现 DFU 风险,尤其是在初级保健方案中,从而减轻糖尿病相关下肢并发症的负担。
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引用次数: 0
Addressing common sources of bias in studies of new-onset type 2 diabetes following COVID that use electronic health record data 利用电子健康记录数据解决 COVID 之后新发 2 型糖尿病研究中常见的偏差来源问题
Pub Date : 2023-12-14 DOI: 10.1016/j.deman.2023.100193
Jessica L Harding , Emily Pfaff , Edward Boyko , Pandora L. Wander

Observational studies based on cohorts built from electronic health records (EHR) form the backbone of our current understanding of the risk of new-onset diabetes following COVID. EHR-based research is a powerful tool for medical research but is subject to multiple sources of bias. In this viewpoint, we define key sources of bias that threaten the validity of EHR-based research on this topic (namely misclassification, selection, surveillance, immortal time, and confounding biases), describe their implications, and suggest best practices to avoid them in the context of COVID-diabetes research.

基于电子健康记录(EHR)建立的队列进行的观察性研究是我们目前了解 COVID 后新发糖尿病风险的基础。基于电子病历的研究是医学研究的有力工具,但也受到多种偏倚来源的影响。在这一观点中,我们定义了威胁基于电子病历的相关研究有效性的主要偏倚来源(即误分类、选择、监测、不朽时间和混杂偏倚),描述了它们的影响,并提出了在 COVID-糖尿病研究中避免这些偏倚的最佳实践。
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引用次数: 0
Socioeconomic status as determinant for the development of comorbidities in adults with type 1 diabetes: A nationwide register study in Denmark from 1996–2018 社会经济地位是成人1型糖尿病合并症发展的决定因素:1996-2018年丹麦全国登记研究
Pub Date : 2023-11-30 DOI: 10.1016/j.deman.2023.100190
Jonas D. Andersen , Carsten W. Stoltenberg , Morten H. Jensen , Peter Vestergaard , Ole Hejlesen , Stine Hangaard

Aims

To describe the incidence of type 1 diabetes (T1D), and incidence of comorbidities in addition to T1D, in adults over a 22-year period in Denmark and explore the associations between socioeconomic status (SES) and the development of comorbidities.

Methods

We conducted a retrospective cohort study on nationwide registry data to describe incidences of T1D and comorbidities in adults (≥21 years) from 1996 to 2018. People were followed from T1D diagnosis until a first event of interest, death, or end of follow-up, whichever came first. Cox proportional hazards models were used to quantify the associations between SES and development of comorbidities.

Results

We included 7877 adults with T1D. Overall, the incidence of T1D decreased (411 in 1996 to 191 in 2018) while it increased for comorbidities in addition to T1D (< 3 to 38 and 10 to 53). Low education and income, compared to higher counterparts, increased the risks of comorbidity by 55 % (HR 1.55, 95 % CI 1.36–1.77) and 82 % (HR 1.82, 95 % CI 1.60–2.06), respectively.

Conclusions

Low SES increases the risk of comorbidities in adults with T1D. This indicates that SES is an important factor to consider when aiming to prevent or predict development of comorbidities in adults with T1D.

目的描述22年来丹麦成人1型糖尿病(T1D)的发病率以及除T1D外的合并症的发病率,并探讨社会经济地位(SES)与合并症发展之间的关系。方法对1996年至2018年全国登记数据进行回顾性队列研究,以描述成人(≥21岁)T1D的发病率和合并症。患者从T1D诊断开始随访,直到第一次感兴趣的事件、死亡或随访结束,以先发生者为准。Cox比例风险模型用于量化SES与合并症发生之间的关系。结果纳入成年T1D患者7877例。总体而言,T1D的发病率下降(1996年为411例,2018年为191例),而除T1D外的合并症发病率上升(<3到38和10到53)。低教育程度和收入的人群,与高教育水平的人群相比,共病风险分别增加了55% (HR 1.55, 95% CI 1.36-1.77)和82% (HR 1.82, 95% CI 1.60-2.06)。结论慢速SES增加了成人T1D患者合并症的风险。这表明SES是预防或预测成人T1D合并症发展时需要考虑的重要因素。
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引用次数: 0
Development and validation of a Type 1 and Type 2 diabetes-specific patient-reported experience measure e-questionnaire: Diabetes reported experience measures (DREMS) 1型和2型糖尿病患者报告体验测量电子问卷的开发和验证:糖尿病报告体验测量(DREMS)
Pub Date : 2023-11-14 DOI: 10.1016/j.deman.2023.100189
Coline Hehn , Amine Ounajim , Guy Fagherazzi , Antonia Gasch-Illescas , Guillaume Montagu , Catherine Rumeau-Pichon , Jean-Arnaud Elissalde , Ben Braithwaite , Hervé Servy , Charles Thivolet , Jean-François Thébaut , Nicolas Naïditch

Introduction

Successful diabetes management is associated with an effective partnership between People with Diabetes (PwD) and healthcare professionals. Though possible to measure using Patient-Reported Experience Measures (PREMs), none are specific to Type 1 or Type 2 Diabetes (T1D/T2D) and validated in French. Thus, we developed and validated the DREMS (Diabetes Reported Experience MeasureS) e-questionnaire.

Methodology

DREMS is comprised of 18 items evaluating 5 different factors. Validation for use by PwT1D and PwT2D (recruited online) was performed using: Exploratory Factor Analysis (EFA); Confirmatory Factor Analysis (CFA) and Cronbach's Alpha. Test-retest reliability was evaluated through Intraclass Correlation Coefficients (ICC) in a subsample.

Results

DREMS was tested by 2,513 respondents, including 942 PwT1D and 1,571 PwT2D. For both groups, EFA results indicated 18 items loaded substantially onto 5 clear factors. CFA showed all coefficients were significant in their respective factors. Goodness-of-fit, assessed using the Comparative Fit Index was >0.90 and by the RMSEA was <0.080. Cronbach's α for the entire DREMS e-questionnaire was ≥0.90. ICC was 0.87 for PwT1D (n = 136) and 0.74 for PwT2D (n = 169).

Innovation

DREMS is the first validated French-language diabetes-specific PREM for both PwT1D and PwT2D and can be useful to evaluate and improve health care management and patient health.

成功的糖尿病管理与糖尿病患者(PwD)和医疗保健专业人员之间的有效合作有关。虽然可以使用患者报告体验测量(PREMs)来测量,但没有一种是针对1型或2型糖尿病(T1D/T2D)并在法国验证的。因此,我们开发并验证了DREMS(糖尿病报告经验测量)电子问卷。DREMS由18个项目组成,评估5个不同的因素。使用探索性因素分析(EFA)验证PwT1D和PwT2D(在线招募)的使用;验证性因子分析(CFA)和Cronbach's Alpha。通过子样本的类内相关系数(ICC)评估重测信度。DREMS测试了2513名受访者,其中包括942名PwT1D和1571名PwT2D。对于两组,EFA结果显示18个项目大量加载到5个明确的因素上。经CFA分析,各因子的系数均显著。使用比较拟合指数评估的拟合优度>0.90,RMSEA评估的拟合优度<0.080。整个DREMS电子问卷的Cronbach’s α≥0.90。PwT1D的ICC为0.87 (n=136), PwT2D的ICC为0.74 (n=169)。DREMS是首个经过验证的针对PwT1D和PwT2D的法语糖尿病特异性PREM,可用于评估和改善医疗保健管理和患者健康。
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引用次数: 0
Real-life underuse of SGLT2 inhibitors for patients with type 2 diabetes at high cardiorenal risk SGLT2抑制剂在高心肾风险2型糖尿病患者中的实际应用不足
Pub Date : 2023-10-18 DOI: 10.1016/j.deman.2023.100184
André J. Scheen

Atherosclerotic cardiovascular disease (ASCVD), heart failure (HF) and chronic kidney disease (CKD) are major complications of type 2 diabetes (T2DM). The objectives of preventing these complications are not fully reached in clinical practice. Sodium-glucose cotransporter 2 inhibitors (SGLT2is) have proven their efficacy in reducing major cardiovascular events, diminishing hospitalization for HF and limiting the progression of CKD to end-stage kidney disease in placebo-controlled randomised trials in high-risk patients with T2DM. These evidence-based benefits were confirmed in real-life cohort studies worldwide compared with other glucose-lowering agents. However, real-world data showed that only a minority of eligible patients with T2DM received an SGLT2i, yet encouraging increase was observed in recent years. Surprisingly, in several studies less patients with comorbidities (especially CKD) were treated with SGLT2is compared with T2DM patients without these complications. Bridging the gap between evidence-based cardiorenal protection with SGLT2is and their underuse in daily clinical practice in patients with T2DM at high risk is crucial from a public health viewpoint. Multifaceted and coordinated interventions involving all actors should be implemented to incite the adoption of SGLT2is as part of routine cardiovascular and renal care among patients with T2DM at high risk for these comorbidities.

动脉粥样硬化性心血管疾病(ASCVD)、心力衰竭(HF)和慢性肾脏疾病(CKD)是2型糖尿病(T2DM)的主要并发症。预防这些并发症的目的在临床实践中并没有完全达到。在T2DM高危患者的安慰剂对照随机试验中,钠-葡萄糖协同转运蛋白2抑制剂(SGLT2is)已证明其在减少重大心血管事件、减少HF住院和限制CKD发展为终末期肾病方面的疗效。与其他降糖药相比,这些基于证据的益处在世界各地的真实队列研究中得到了证实。然而,真实世界的数据显示,只有少数符合条件的T2DM患者接受了SGLT2i治疗,但近年来观察到了令人鼓舞的增加。令人惊讶的是,在几项研究中,与没有这些并发症的T2DM患者相比,接受SGLT2is治疗的合并症(尤其是CKD)患者更少。从公共卫生的角度来看,弥合SGLT2is的循证心肾保护与其在高危T2DM患者日常临床实践中未得到充分利用之间的差距至关重要。应实施涉及所有参与者的多方面协调干预措施,以促进SGLT2is作为这些合并症高危T2DM患者常规心血管和肾脏护理的一部分。
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引用次数: 0
Diabetes-induced cellular changes in the inner ear 糖尿病引起的内耳细胞变化
Pub Date : 2023-10-18 DOI: 10.1016/j.deman.2023.100183
Ahmed Gedawy , Hani Al-Salami , Crispin R. Dass

Aims

literature outlining the impact of diabetes on the inner ear environment and the exact etiology of diabetes-induced hearing malfunctioning is scarce.

Methods

The Scopus, Pubmed and google scholar databases were used to source relevant epidemiological, clinical, biomedical, histopathological, otolaryngological and pharmacological articles published between 1960 and 2020 using keywords ‘diabetes, hearing loss, inner ear, cellular, cochlea, microangiopathy, neuropathy’. AG and CD preidentified and reviewed selected articles to structure and construct the manuscripts based on relevant inclusion criteria of epidemiological, animal histopathological as well as human temporal bone findings in diabetes setting.

Results

several histopathological findings in different animal models of diabetes have highlighted the existence of various abnormalities in their ears, compared with healthy control animals. The prevalence of such associations on the other hand has recently been observed in numerous epidemiological studies across various populations. A plethora of events associated with diabetes and dysglycaemia are linked to biochemical alterations, impaired physiological homeostasis, perturbed blood rheological characteristics and architectural disturbances in the vestibulocochlear system. While various hypotheses have been put forward to explain such associations, microvascular impairment of the inner ear vasculature as well as neuropathic involvement constitute two major ones to date.

Conclusions

this review highlights associations between diabetes as a serious endocrinological manifestation and hearing impairment (an overlooked sequalae of diabetes), discusses fundamental etiologies (microangiopathy and neuropathy) of hearing dysfunction in patients with diabetes and sheds light on the otological and audiological impacts of diabetes on the inner ear environment.

概述糖尿病对内耳环境的影响以及糖尿病引起的听力障碍的确切病因的文献很少。方法使用Scopus、Pubmed和google学者数据库,检索1960年至2020年间发表的相关流行病学、临床、生物医学、组织病理学、耳鼻喉科和药理学文章,关键词为“糖尿病、听力损失、内耳、细胞、耳蜗、微血管病、神经病变”。AG和CD根据流行病学、动物组织病理学以及糖尿病患者颞骨发现的相关纳入标准,对选定的文章进行了预鉴定和审查,以构建和构建手稿。结果与健康对照动物相比,在不同的糖尿病动物模型中的一些组织病理学发现突出了它们耳朵中存在各种异常。另一方面,最近在不同人群的许多流行病学研究中观察到了这种关联的普遍性。与糖尿病和血糖异常相关的大量事件与生物化学改变、生理稳态受损、血液流变学特征紊乱和前庭-耳蜗系统的结构紊乱有关。虽然已经提出了各种假设来解释这种关联,但内耳血管系统的微血管损伤和神经病变是迄今为止的两个主要假设。结论本综述强调了糖尿病作为一种严重的内分泌表现与听力损伤(糖尿病的一个被忽视的原因)之间的关系,讨论了糖尿病患者听力功能障碍的基本病因(微血管病和神经病变),并阐明了糖尿病对内耳环境的耳科和听力学影响。
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引用次数: 0
Diabetic retinopathy prevalence in Mexico: Results from a primary public health access initiative for screening in patients with type 2 diabetes 墨西哥糖尿病视网膜病变患病率:2型糖尿病患者筛查的主要公共卫生服务倡议结果
Pub Date : 2023-10-18 DOI: 10.1016/j.deman.2023.100182
Ruben Silva-Tinoco , Dolores Cabrera-Gerardo , Lilia Castillo-Martínez , Teresa Cuatecontzi-Xochitiotzi

Objective

To estimate diabetic retinopathy (DR) prevalence in primary care scenarios in Mexico.

Materials and methods

We evaluated adult patients with type 2 diabetes with conventional care in primary care units. A mydriatic fundus examination was performed by an ophthalmologist with retinal photographs.

Results

Implementing a strategy for screening diabetic retinopathy in primary care settings in patients with type 2 diabetes in Mexico reported a prevalence of 33.6 %, comprising non-sight-threatening retinopathy at 24.2 %, and sight-threatening retinopathy at 9.4 %. The number needed to screen to detect DR obtained in the screened population was 3.

Conclusions

Our study reveals the need for DR screening strategies for its timely detection in primary care scenarios.

目的评估墨西哥初级保健方案中糖尿病视网膜病变(DR)的患病率。材料和方法我们评估了在初级保健病房接受常规护理的成年2型糖尿病患者。眼科医生用视网膜照片进行了眼底散瞳检查。结果墨西哥2型糖尿病患者在初级保健环境中实施糖尿病视网膜病变筛查策略的患病率为33.6%,和9.4%的视力威胁性视网膜病变。在筛查人群中检测DR所需的筛查数量为3。结论我们的研究揭示了在初级保健场景中及时检测DR筛查策略的必要性。
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引用次数: 0
The correct formula for computing the triglyceride-glucose index 计算甘油三酯-葡萄糖指数的正确公式
Pub Date : 2023-10-01 DOI: 10.1016/j.deman.2023.100156
Roshan Kumar Mahat , Suchismita Panda , Vedika Rathore
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引用次数: 0
期刊
Diabetes epidemiology and management
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