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Comparison of universal screening for gestational diabetes mellitus between one-step and two-step method among Thai pregnant women: A randomized control trial. 泰国孕妇妊娠糖尿病普查一步法与两步法的比较:随机对照试验。
IF 3.2 3区 医学 Pub Date : 2024-11-28 DOI: 10.1111/jdi.14370
Natthaphon Phoblap, Phudit Jatavan, Theera Tongsong

Aims: To compare the prevalence of GDM and pregnancy outcomes between the one-step and two-step methods of universal screening among Thai pregnant women.

Methods: A randomized controlled trial was conducted on singleton Thai pregnant women at a gestational age of 24-28 weeks. They were randomly assigned to either the one-step method group (a universal 75-gm 2-h oral glucose tolerance test: OGTT) or the two-step method group (a universal 50-gm oral glucose challenge test followed by a 100-gm 3-h OGTT). The women received standard antenatal care. The prevalence of GDM and obstetric outcomes were compared.

Results: A total of 143 women meeting the inclusion criteria were randomly allocated into the one-step group (72 cases) and the two-step group (71 cases). The prevalence of GDM was significantly higher in the one-step group than in the two-step group, with rates of 24/73 (33.3%) vs 8/70 (11.3%); P value 0.002; relative risk of 2.96, 95% CI: 1.43-6.14, respectively. Demographic data and maternal and neonatal outcomes were comparable between the two groups.

Conclusions: The one-step method can markedly increase the prevalence of GDM to nearly three times that of the two-step method, leading to a substantial increase in care costs and burdens without clear benefits. Convincingly, the one-step method as a new approach may not be suitable for universal screening in a busy antenatal care setting, especially in low-resource health centers in developing countries or among populations with a high prevalence of GDM.

目的:比较在泰国孕妇中采用一步法和两步法进行普遍筛查的 GDM 患病率和妊娠结局:对孕龄为 24-28 周的泰国单胎孕妇进行了随机对照试验。她们被随机分配到一步法组(通用的 75 克 2 小时口服葡萄糖耐量试验:OGTT)或两步法组(通用的 50 克口服葡萄糖挑战试验,然后进行 100 克 3 小时 OGTT)。这些妇女都接受了标准的产前护理。对 GDM 的患病率和产科结果进行了比较:符合纳入标准的 143 名产妇被随机分配到一步法组(72 例)和两步法组(71 例)。一步法组的 GDM 患病率明显高于两步法组,分别为 24/73 (33.3%) vs 8/70 (11.3%);P 值为 0.002;相对风险为 2.96,95% CI:1.43-6.14。两组的人口统计学数据、孕产妇和新生儿结局具有可比性:结论:一步法可明显增加 GDM 的患病率,使其接近两步法的三倍,导致护理成本和负担大幅增加,却没有明显的益处。令人信服的是,一步法作为一种新方法可能并不适合在繁忙的产前护理环境中进行普遍筛查,尤其是在发展中国家资源匮乏的医疗中心或 GDM 患病率较高的人群中。
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引用次数: 0
Machine learning for the prediction of atherosclerotic cardiovascular disease during 3-year follow up in Chinese type 2 diabetes mellitus patients 机器学习在中国型动脉粥样硬化性心血管疾病3年随访中的预测 2例糖尿病患者。
IF 3.2 3区 医学 Pub Date : 2023-08-22 DOI: 10.1111/jdi.14069
Jinru Ding, Yingying Luo, Huwei Shi, Ruiyao Chen, Shuqing Luo, Xu Yang, Zhongzhou Xiao, Bilin Liang, Qiujuan Yan, Jie Xu, Linong Ji

Aims/Introduction

Clinical guidelines for the management of individuals with type 2 diabetes mellitus endorse the systematic assessment of atherosclerotic cardiovascular disease risk for early interventions. In this study, we aimed to develop machine learning models to predict 3-year atherosclerotic cardiovascular disease risk in Chinese type 2 diabetes mellitus patients.

Materials and Methods

Clinical records of 4,722 individuals with type 2 diabetes mellitus admitted to 94 hospitals were used. The features included demographic information, disease histories, laboratory tests and physical examinations. Logistic regression, support vector machine, gradient boosting decision tree, random forest and adaptive boosting were applied for model construction. The performance of these models was evaluated using the area under the receiver operating characteristic curve. Additionally, we applied SHapley Additive exPlanation values to explain the prediction model.

Results

All five models achieved good performance in both internal and external test sets (area under the receiver operating characteristic curve >0.8). Random forest showed the highest discrimination ability, with sensitivity and specificity being 0.838 and 0.814, respectively. The SHapley Additive exPlanation analyses showed that previous history of diabetic peripheral vascular disease, older populations and longer diabetes duration were the three most influential predictors.

Conclusions

The prediction models offer opportunities to personalize treatment and maximize the benefits of these medical interventions.

目的/简介:类型 2型糖尿病支持早期干预动脉粥样硬化性心血管疾病风险的系统评估。在这项研究中,我们旨在开发机器学习模型来预测中国人3年动脉粥样硬化性心血管疾病的风险 2例糖尿病患者。材料和方法:4722例类型 94家医院收治2例糖尿病患者。这些特征包括人口统计信息、病史、实验室测试和体检。模型构建采用了逻辑回归、支持向量机、梯度提升决策树、随机森林和自适应提升。使用接收器工作特性曲线下的面积来评估这些模型的性能。此外,我们应用SHapley加性exPlanation值来解释预测模型。结果:五个模型在内部和外部测试集中都取得了良好的性能(受试者工作特性曲线下面积>0.8)。随机森林表现出最高的辨别能力,敏感性和特异性分别为0.838和0.814。SHapley加性预测分析显示,既往糖尿病外周血管疾病史、老年人群和糖尿病持续时间较长是三个最具影响力的预测因素。结论:预测模型为个性化治疗提供了机会,并使这些医疗干预措施的效益最大化。
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引用次数: 1
Sarcopenia: Loss of mighty armor against frailty and aging Sarcopenia:失去对抗虚弱和衰老的强大盔甲
IF 3.2 3区 医学 Pub Date : 2023-08-08 DOI: 10.1111/jdi.14067
Takayoshi Sasako, Kohjiro Ueki

The goal of diabetes management is to achieve longevity and quality of life equivalent to those of people without diabetes, and for that, it is now deemed important to pay close attention not only to diabetic vascular complications but also to diabetic comorbidities, as is recommended by the Japan Diabetes Society. In this editorial, we focus on sarcopenia as an important diabetic comorbidity which is an aging-related phenomenon in skeletal muscle. Taking our recent report on a sarcopenia mouse model and other accumulated evidence into account, we propose the existence of a skeletal muscle-centered inter-tissue network that regulates frailty and systemic aging. Sarcopenia is deemed to be a state in which skeletal muscle serving as a protective mighty armor against frailty and systemic aging is lost, and it is vitally important to establish how to recover it and keep it in good shape, so that the goal of diabetes management can be achieved.

糖尿病管理的目标是实现与无糖尿病患者同等的寿命和生活质量,为此,正如日本糖尿病协会所建议的那样,现在不仅要密切关注糖尿病血管并发症,还要密切关注糖尿病合并症,这一点很重要。在这篇社论中,我们重点关注少肌症作为一种重要的糖尿病合并症,这是骨骼肌中与衰老相关的现象。考虑到我们最近关于少肌症小鼠模型的报告和其他积累的证据,我们提出了以骨骼肌为中心的组织间网络的存在,该网络调节虚弱和全身衰老。Sarcopenia被认为是一种骨骼肌丧失的状态,骨骼肌是抵御虚弱和系统衰老的强大保护盔甲,因此,确定如何恢复并保持良好状态至关重要,这样才能实现糖尿病管理的目标。
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引用次数: 0
Elevated serum uric acid is a risk factor for progression to prediabetes in Japanese women: A 5-year retrospective chort study 血清尿酸升高是日本女性发展为糖尿病前期的危险因素:一项5年回顾性chort研究。
IF 3.2 3区 医学 Pub Date : 2023-08-08 DOI: 10.1111/jdi.14064
Masanori Shimodaira, Yu Minemura, Tomohiro Nakayama

Aims/Introduction

The association between serum uric acid (SUA) levels and prediabetes risk remains poorly understood. The aim of this longitudinal retrospective study was to evaluate the association between SUA levels and prediabetes progression in Japanese individuals through sex-specific analysis.

Materials and Methods

We enrolled 20,743 participants (11,916 men and 8,827 women) who underwent annual medical health checkups in 2017 (baseline) and 2022. None of the participants had diabetes and prediabetes or were taking SUA-lowering medications at baseline. Participants were divided into four groups according to the quartiles of SUA levels at baseline. Multivariable-adjusted Cox regression analysis was conducted to examine the risk of prediabetes progression. In addition, multivariate restricted cubic spline analysis was conducted to investigate the dose–response risk.

Results

In women, compared with the lowest SUA quartile (Q1) group, the adjusted hazard ratios (95% confidence intervals) of prediabetes in the Q2, Q3, and Q4 groups were 1.03 (0.86–1.25), 1.41 (1.18–1.68), and 1.55 (1.30–1.84), respectively. However, in men, no significant association in the risk of prediabetes was found across quartiles of SUA. Furthermore, in women, restricted cubic spline analysis revealed the dose–response relationship between SUA and progression to prediabetes.

Conclusions

The results indicate that elevated serum SUA levels might be positively and independently associated with an increased risk of progression to prediabetes in Japanese women.

目的/简介:血清尿酸(SUA)水平与糖尿病前期风险之间的关系尚不清楚。这项纵向回顾性研究的目的是通过性别特异性分析来评估日本个体SUA水平与糖尿病前期进展之间的关系。材料和方法:我们招募了20743名参与者(11916名男性和8827名女性),他们在2017年(基线)和2022年接受了年度医疗健康检查。没有一名参与者患有糖尿病和糖尿病前期,也没有在基线时服用降低SUA的药物。根据基线时SUA水平的四分位数,参与者被分为四组。进行多变量校正Cox回归分析,以检查糖尿病前期进展的风险。此外,还进行了多变量限制性三次样条分析,以研究剂量反应风险。结果:在女性中,与SUA最低四分位数(Q1)组相比,Q2、Q3和Q4组糖尿病前期的调整后风险比(95%置信区间)分别为1.03(0.86-1.25)、1.41(1.18-1.68)和1.55(1.30-1.84)。然而,在男性中,在SUA的四分位数中没有发现糖尿病前期风险的显著相关性。此外,在女性中,限制性三次样条分析揭示了SUA与糖尿病前期进展之间的剂量-反应关系。结论:研究结果表明,血清SUA水平升高可能与日本女性发展为糖尿病前期的风险增加呈正相关。
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引用次数: 1
Association between hemoglobin glycation index and non-alcoholic fatty liver disease in the patients with type 2 diabetes mellitus 型患者血红蛋白糖化指数与非酒精性脂肪肝的关系 2糖尿病。
IF 3.2 3区 医学 Pub Date : 2023-08-08 DOI: 10.1111/jdi.14066
Meng Wang, Shiwei Li, Xinxin Zhang, Xin Li, Jingqiu Cui

Aims/Introduction

The hemoglobin glycation index (HGI) represent the disparity between actual glycated hemoglobin measurements and predicted HbA1c. It serves as a proxy for the degree of non-enzymatic glycation of hemoglobin, which has been found to be positively correlated with diabetic comorbidities. In this study, we investigated the relationship between HGI and non-alcoholic fatty liver disease (NAFLD), along with other relevant biological markers in patients with diabetes.

Materials and Methods

This cross-sectional study consisted of 3,191 adults diagnosed with type 2 diabetes mellitus. We calculated the predicted glycated hemoglobin levels based on fasting blood glucose levels. Multivariate binary logistic regression analysis was conducted to examine the correlation between the HGI and NAFLD. Hepatic steatosis was diagnosed using ultrasonography.

Results

Among all participants, 1,784 (55.91%) were diagnosed with NAFLD. Participants with confirmed NAFLD showed elevated body mass index, diastolic blood pressure, liver enzyme, total cholesterol, triglyceride, low-density lipoprotein and uric acid levels compared with those without NAFLD. In the unadjusted model, participants in the last tertile of HGI were 1.40-fold more likely to develop NAFLD than those in the first tertile (95% confidence interval 1.18–1.66; P < 0.001). In the fully adjusted model, those in the last tertile of HGI had a 39% increased risk of liver steatosis compared with confidence interval in the first tertile of HGI (95% confidence interval 1.12–1.74; P < 0.001).

Conclusions

A higher HGI suggests an elevated risk of developing NAFLD in patients with type 2 diabetes.

目的/简介:血红蛋白糖化指数(HGI)表示实际糖化血红蛋白测量值与预测HbA1c之间的差异。它可以作为血红蛋白非酶糖化程度的指标,已发现血红蛋白与糖尿病合并症呈正相关。在这项研究中,我们调查了HGI与糖尿病患者非酒精性脂肪肝(NAFLD)以及其他相关生物标志物之间的关系。材料和方法:这项横断面研究包括3191名被诊断为 2糖尿病。我们根据空腹血糖水平计算了预测的糖化血红蛋白水平。采用多元二元逻辑回归分析来检验HGI和NAFLD之间的相关性。肝脏脂肪变性是通过超声诊断的。结果:在所有参与者中,1784人(55.91%)被诊断为NAFLD。与未患NAFLD的参与者相比,患有NAFLD患者的体重指数、舒张压、肝酶、总胆固醇、甘油三酯、低密度脂蛋白和尿酸水平升高。在未经调整的模型中,HGI最后三分位数的参与者患NAFLD的可能性是第一个三分位数参与者的1.40倍(95%置信区间1.18-1.66;P 结论:较高的HGI表明 2糖尿病。
{"title":"Association between hemoglobin glycation index and non-alcoholic fatty liver disease in the patients with type 2 diabetes mellitus","authors":"Meng Wang,&nbsp;Shiwei Li,&nbsp;Xinxin Zhang,&nbsp;Xin Li,&nbsp;Jingqiu Cui","doi":"10.1111/jdi.14066","DOIUrl":"10.1111/jdi.14066","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Aims/Introduction</h3>\u0000 \u0000 <p>The hemoglobin glycation index (HGI) represent the disparity between actual glycated hemoglobin measurements and predicted HbA1c. It serves as a proxy for the degree of non-enzymatic glycation of hemoglobin, which has been found to be positively correlated with diabetic comorbidities. In this study, we investigated the relationship between HGI and non-alcoholic fatty liver disease (NAFLD), along with other relevant biological markers in patients with diabetes.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Materials and Methods</h3>\u0000 \u0000 <p>This cross-sectional study consisted of 3,191 adults diagnosed with type 2 diabetes mellitus. We calculated the predicted glycated hemoglobin levels based on fasting blood glucose levels. Multivariate binary logistic regression analysis was conducted to examine the correlation between the HGI and NAFLD. Hepatic steatosis was diagnosed using ultrasonography.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Among all participants, 1,784 (55.91%) were diagnosed with NAFLD. Participants with confirmed NAFLD showed elevated body mass index, diastolic blood pressure, liver enzyme, total cholesterol, triglyceride, low-density lipoprotein and uric acid levels compared with those without NAFLD. In the unadjusted model, participants in the last tertile of HGI were 1.40-fold more likely to develop NAFLD than those in the first tertile (95% confidence interval 1.18–1.66; <i>P</i> &lt; 0.001). In the fully adjusted model, those in the last tertile of HGI had a 39% increased risk of liver steatosis compared with confidence interval in the first tertile of HGI (95% confidence interval 1.12–1.74; <i>P</i> &lt; 0.001).</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>A higher HGI suggests an elevated risk of developing NAFLD in patients with type 2 diabetes.</p>\u0000 </section>\u0000 </div>","PeriodicalId":190,"journal":{"name":"Journal of Diabetes Investigation","volume":"14 11","pages":"1303-1311"},"PeriodicalIF":3.2,"publicationDate":"2023-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jdi.14066","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10310708","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Diabetic ketoacidosis due to a sensor defect of FreeStyle Libre: A case report FreeStyle Libre传感器缺陷引起的糖尿病酮症酸中毒:一例报告。
IF 3.2 3区 医学 Pub Date : 2023-08-02 DOI: 10.1111/jdi.14065
Toshiki Kogai, Junko Sato, Marin Hirakata, Tatsuya Iwamoto, Kenichi Nakajima, Hiromasa Goto, Yuya Nishida, Hirotaka Watada

The FreeStyle Libre Flash Glucose Monitoring System allows users to obtain sensor glucose values by scanning with the reader or their mobile phone. We report a case of a 59-year-old man with type 1 diabetes mellitus who developed diabetic ketoacidosis due to a sensor defect. After replacing the sensor with a new one, the glucose value shown in the device was much lower than usual, which made him consider that he was hypoglycemic. Accordingly, he reduced his insulin dose and eventually developed diabetic ketoacidosis. He was unaware of the discrepancy due to the lack of self-monitoring of his blood glucose, although he was educated to do. In sum, glucose monitoring with the FreeStyle Libre is helpful; however, it is necessary to remind the patient that a sensor defect leading to a severe complication frequently happens.

FreeStyle Libre Flash葡萄糖监测系统允许用户通过阅读器或手机扫描来获得传感器葡萄糖值。我们报告了一例59岁的1型糖尿病患者,他因传感器缺陷而出现糖尿病酮症酸中毒。在用新的传感器更换传感器后,设备中显示的葡萄糖值比平时低得多,这让他认为自己是低血糖患者。因此,他减少了胰岛素剂量,最终患上了糖尿病酮症酸中毒。他没有意识到这种差异,因为他缺乏对血糖的自我监测,尽管他受过这样的教育。总之,使用FreeStyle Libre进行血糖监测是有帮助的;然而,有必要提醒患者,导致严重并发症的传感器缺陷经常发生。
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引用次数: 1
Real-world risk of cardiovascular diseases in patients with type 2 diabetes associated with sodium–glucose cotransporter 2 inhibitors in comparison with metformin: A propensity score-matched model analysis in Japan 类型患者患心血管疾病的真实风险 2型糖尿病与钠-葡萄糖协同转运蛋白 2种抑制剂与二甲双胍的比较:日本的倾向评分匹配模型分析。
IF 3.2 3区 医学 Pub Date : 2023-07-30 DOI: 10.1111/jdi.14062
Takeshi Horii, Yoichi Oikawa, Akira Shimada, Kiyoshi Mihara

We aimed to compare the effects of cardiovascular disease risk in Japanese patients with type 2 diabetes on sodium–glucose cotransporter 2 inhibitors (SGLT2Is) or metformin. This retrospective, real-world cohort study was carried out using a claims database and propensity score matching; 58,402 eligible patients (29,201 per group) were included. The outcomes included nonfatal myocardial infarction, angina pectoris, nonfatal stroke, hospitalization for heart failure and composite end-points. The hazard ratio (HR) for the composite end-point was 0.79, which was lower for SGLT2Is than for metformin. For male patients (HR 0.76), patients aged <65 years (HR 0.94), patients aged ≥75 years (HR 0.78) and patients with body mass index ≥25 kg/m2 (HR 0.76), the HRs for the composite end-point were significantly lower in the SGLT2I group than in the metformin group. SGLT2Is might be superior to metformin in reducing the composite risk of cardiovascular disease in patients with type 2 diabetes.

我们旨在比较不同类型的日本患者心血管疾病风险的影响 2型糖尿病对钠-葡萄糖协同转运蛋白的影响 2抑制剂(SGLT2Is)或二甲双胍。这项回顾性的、真实世界的队列研究是使用索赔数据库和倾向得分匹配进行的;纳入58402名符合条件的患者(每组29201人)。结果包括非致命性心肌梗死、心绞痛、非致命性中风、心力衰竭住院治疗和复合终点。复合终点的危险比(HR)为0.79,SGLT2Is的危险比低于二甲双胍。对于男性患者(HR 0.76)和2岁患者(HR 0.7 6),SGLT2I组复合终点的HR显著低于二甲双胍组。SGLT2在降低型糖尿病患者患心血管疾病的复合风险方面可能优于二甲双胍 2糖尿病。
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引用次数: 1
Associations of polyneuropathy with risk of all-cause and cardiovascular mortality, cardiovascular disease events stratified by diabetes status 多发性神经病与全因风险和心血管死亡率、按糖尿病状态分层的心血管疾病事件的相关性。
IF 3.2 3区 医学 Pub Date : 2023-07-30 DOI: 10.1111/jdi.14063
Kyuho Kim, Su-Nam Lee, Yu-Bae Ahn, Seung-Hyun Ko, Jae-Seung Yun

Aims/Introduction

We investigated the association of polyneuropathy (PN) with all-cause and cardiovascular (CV) mortality and with cardiovascular disease (CVD) events stratified by diabetes status.

Materials and Methods

This prospective cohort study used the UK Biobank. Polyneuropathy was defined based on nurse-led interviews or ICD codes for polyneuropathy. Cox proportional hazards models were used to investigate the association of polyneuropathy with clinical outcomes.

Results

A total of 459,127 participants were included in the analysis. Polyneuropathy was significantly associated with all-cause and cardiovascular mortality, and with CVD events even after adjusting for CVD risk factors across all diabetes statuses. Metabolic parameters HbA1c, waist circumference, BMI and the inflammatory parameter C-reactive protein showed significant mediation effects for the association between polyneuropathy and CVD. Adherence to a favorable lifestyle was associated with a lower risk of all-cause and cardiovascular mortality regardless of polyneuropathy status.

Conclusions

Polyneuropathy was associated with all-cause and cardiovascular mortality, and with CVD events in subjects with diabetes or prediabetes, even those having normal glucose tolerance. This study suggests the importance of polyneuropathy as a risk factor for death and highlights the necessity of early diagnosis and lifestyle intervention for those with type 2 diabetes and polyneuropathy.

目的/简介:我们研究了多发性神经病(PN)与全因和心血管(CV)死亡率以及按糖尿病状态分层的心血管疾病(CVD)事件的关系。材料和方法:这项前瞻性队列研究使用了英国生物库。多发性神经病的定义基于护士主导的访谈或多发性神经病变的ICD代码。Cox比例风险模型用于研究多发性神经病与临床结果的关系。结果:共有459127名参与者被纳入分析。多发性神经病与全因和心血管死亡率以及心血管疾病事件显著相关,即使在调整了所有糖尿病状态下的心血管疾病风险因素后也是如此。代谢参数HbA1c、腰围、BMI和炎症参数C反应蛋白对多发性神经病和心血管疾病之间的关系显示出显著的中介作用。无论多发性神经病的状况如何,坚持良好的生活方式与降低全因和心血管死亡率相关。结论:多发性神经病与糖尿病或糖尿病前期受试者的全因死亡率和心血管死亡率以及CVD事件有关,甚至与糖耐量正常的受试者有关。这项研究表明了多发性神经病作为死亡风险因素的重要性,并强调了对2型糖尿病和多发性肾病患者进行早期诊断和生活方式干预的必要性。
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引用次数: 1
Successful introduction of sensor-augmented pump therapy in a patient with diabetes and needle phobia: A case report 在糖尿病和针头恐惧症患者中成功引入传感器增强泵治疗:一例报告。
IF 3.2 3区 医学 Pub Date : 2023-07-26 DOI: 10.1111/jdi.14061
Keiji Sugai, Junpei Shikuma, Satoshi Hiroike, Hironori Abe, Ryo Suzuki

Needle phobia is a specific phobia classified as an anxiety disorder in the Diagnostic and Statistical Manual of Mental Disorders-5, and can be a serious problem for patients requiring insulin injections. However, there have been few reports to date on the management of adults with diabetes and needle phobia. We here report a case of a woman with pancreatic diabetes who developed needle phobia and could no longer perform self-injections. She started to use a sensor-augmented pump (SAP), and was able to perform a puncture for the insulin pump and the continuous glucose monitoring sensor by herself. The SAP treatment achieved self-management, better glycemic control, and high treatment satisfaction quantified using the Diabetes Treatment Satisfaction Questionnaire in this patient. Our case suggests the therapeutic potential of SAP in adults with needle phobia and diabetes requiring insulin therapy.

针头恐惧症是一种特殊的恐惧症,在《精神疾病诊断和统计手册》-5中被归类为焦虑症,对于需要注射胰岛素的患者来说,这可能是一个严重的问题。然而,迄今为止,关于糖尿病和针头恐惧症成年人的治疗报告很少。我们在此报告一例患有胰腺糖尿病的女性,她出现了针头恐惧症,无法再进行自我注射。她开始使用传感器增强泵(SAP),并能够自己为胰岛素泵和连续血糖监测传感器进行穿刺。SAP治疗实现了该患者的自我管理、更好的血糖控制和使用糖尿病治疗满意度问卷量化的高治疗满意度。我们的病例表明SAP在需要胰岛素治疗的成人针头恐惧症和糖尿病患者中具有治疗潜力。
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引用次数: 1
Delineating the transcriptional atlas for impaired insulin secretion: A window into type 2 diabetes pathophysiology 描绘胰岛素分泌受损的转录图谱:进入类型的窗口 2糖尿病病理生理学。
IF 3.2 3区 医学 Pub Date : 2023-07-26 DOI: 10.1111/jdi.14060
Jian Li, Jin Yang, Tianpei Hong

Impaired insulin secretion from pancreatic islet β-cells is a major cause of metabolic dysregulation and type 2 diabetes mellitus. Complete transcriptomic characterization of islets in patients with type 2 diabetes mellitus has yet to be completed, and it remains challenging to link insulin secretion dysfunction with precise changes in gene expression. There are several ongoing initiatives aimed at enabling the discovery of regulatory molecules that might contribute to insulin secretion dysfunction and whole-body glucose homeostasis impairment. In one such line of research, Bacos et al.1 obtained evidence suggesting that the gene PAX5 might play an important role in impaired insulin secretion in human islets (Figure 1).

Given the established differences between mouse and human islets, type 2 diabetes mellitus candidate genes that were identified in mice might not have the same regulative effects on human islets. There is an unmet need for powerful transcriptomic analyses that can be applied to human islets isolated from individuals with type 2 diabetes mellitus and nondiabetic controls. Due to the difficulties associated with obtaining human islets, most human islet transcriptomic studies thus far have involved small cohorts and have lacked functional validation. Bacos et al.1 generated a ribonucleic acid sequencing (RNA-Seq) resource bank from the large Lund University Diabetes Center pancreatic islet cohort. It is one of the largest existing type 2 diabetes mellitus human islet cohorts in existence, providing an extensive gene expression resource based on 309 islet preparations in total from individuals with type 2 diabetes mellitus and nondiabetic controls. They then identified 395 differentially expressed genes (DEGs) from the Lund University Diabetes Center cohort, and further performed some functional validation of DEGs in vitro.

The utility of transcriptomic resources can be affirmed by robust replication of DEGs across studies and databases. To date, few DEG replication studies in type 2 diabetes mellitus human islets have been reported, and the various studies in the literature showing replication have been relatively small, including the work by Bacos et al.1 Unsurprisingly, the variance in demographic and pathophysiological profiles among sample donors affects DEG overlap across study cohorts. There remains a need to analyze human islets from a more diverse donor pool, and larger cohorts to clarify whether islet gene expression differs among individuals with type 2 diabetes mellitus in relation to demographic and pathophysiological variables. Another important factor affecting DEG overlap is the particular screen technology applied. RNA-Seq, microarray analysis and other screening technologies have been used to identify genes with altered expression in type 2 diabetes mellitus human islets, generating transcriptiona

胰岛β细胞胰岛素分泌受损是代谢失调和2型糖尿病的主要原因。2型糖尿病患者胰岛的完整转录组学特征尚未完成,将胰岛素分泌功能障碍与基因表达的精确变化联系起来仍然具有挑战性。有几个正在进行的项目旨在发现可能导致胰岛素分泌功能障碍和全身葡萄糖稳态损害的调节分子。在其中一项研究中,Bacos等人。我获得的证据表明,基因PAX5可能在人胰岛胰岛素分泌受损中发挥重要作用(图1)。鉴于小鼠和人胰岛之间已确定的差异,在小鼠中发现的2型糖尿病候选基因可能对人胰岛没有相同的调节作用。对于从2型糖尿病患者和非糖尿病对照组中分离的胰岛进行强大的转录组学分析的需求尚未得到满足。由于获取人类胰岛的困难,迄今为止大多数人类胰岛转录组学研究都涉及小群体,缺乏功能验证。Bacos等人。1从隆德大学糖尿病中心的大型胰岛队列中生成了核糖核酸测序(RNA-Seq)资源库。它是现有最大的2型糖尿病人胰岛队列之一,提供了基于309种胰岛制剂的广泛基因表达资源,这些制剂来自2型糖尿病患者和非糖尿病对照组。然后,他们从隆德大学糖尿病中心的队列中鉴定了395个差异表达基因(deg),并进一步在体外对deg进行了一些功能验证。转录组学资源的效用可以通过在研究和数据库中可靠地复制deg来证实。迄今为止,在2型糖尿病人胰岛中很少有DEG复制研究的报道,并且文献中显示复制的各种研究相对较少,包括Bacos等人的工作1不出所料,样本供体中人口统计学和病理生理特征的差异会影响研究队列中DEG的重叠。仍然需要分析来自更多样化的供体池和更大的队列的人类胰岛,以澄清胰岛基因表达在2型糖尿病患者中是否与人口统计学和病理生理变量有关。影响DEG重叠的另一个重要因素是所采用的特定筛分技术。RNA-Seq、微阵列分析等筛选技术已被用于鉴定2型糖尿病人胰岛中表达改变的基因,产生具有不同敏感性和特征可靠性的转录资源。最先进的RNA-Seq技术继续提高我们对2型糖尿病人胰岛转录图谱的理解,如Bacos等人的论文所示值得注意的是,先前的研究提供了明确的证据,表明相对于非糖尿病胰岛,2型糖尿病改变了人类胰岛的细胞组成。单细胞RNA-Seq可以根据细胞类型对细胞进行分类,从而实现细胞类型解析分析,从而可以在单细胞分辨率水平上检查转录变异,从而有可能规避澄清2型糖尿病相关deg的挑战。Camunas-Soler等人在一项研究中纳入了34名患有和不患有糖尿病的人类供体的胰腺。2表明单细胞RNA-Seq可以与胞外分泌和通道活性的电生理测量相结合,将内分泌生理学与单细胞水平上的转录组学数据联系起来。此外,最近开发的一种称为空间转录组测序的方法可以同时获得关于胰岛细胞的空间位置和基因表达的信息。这种创新可以作为一种重要的筛选工具,对基因及其微环境之间的相互作用敏感。验证观察到的人类胰岛转录组变化是否与胰岛素分泌受损有功能联系是必要的。Bacos等人的分析。在隆德大学糖尿病中心的一项研究中,未被诊断为2型糖尿病的个体中,三分之一的已确定的deg的表达与HbA1c水平呈线性相关。这些结果表明,这些基因表达的变化可能先于2型糖尿病的诊断,并可能有助于2型糖尿病的发展。DEG结果取决于分层的hba1c水平范围标准的严格程度。 因此,Bacos等人研究中的一小部分个体。1例根据HbA1c水平42 mmol/mol(6.0%)未被认为患有2型糖尿病的患者可能为糖尿病前期。事实上,生物信息学、遗传学和表观遗传学分析表明Bacos等人在研究中发现的几个deg。1 .染色质状态或脱氧核糖核酸甲基化发生改变;与这些deg相关的单核苷酸多态性可能影响2型糖尿病的病因和2型糖尿病相关的代谢特征。对公共啮齿动物体内数据集的分析(见国际小鼠表型联盟)表明,缺乏某些DEGs的小鼠品系会损害葡萄糖稳态并改变身体成分。然而,这些小鼠的代谢缺陷是否由于胰岛和/或外周影响,应该澄清。上述分析表明Bacos等人鉴定的许多deg。1可能与胰岛素分泌功能障碍有关,但这种可能性需要直接证据。通常需要功能基因组方法来测试DEG对胰岛素分泌的影响,其中通过模拟人类胰岛中2型糖尿病相关的DEG变化来探索修改相关基因表达的影响。在Bacos等人研究的11个顶级和/或关键deg中,选择1个进行功能验证,6个被证实与胰岛素分泌紊乱有功能关系,包括3个表达升高的deg (PAX5、NEFL和PCOLCE2)和3个表达降低的deg (OPRD1、CHL1和SLC2A2)。由于这些deg在胰岛细胞中的表达与在2型糖尿病患者胰岛中的表达不同,它们在胰岛素分泌中的实际作用有待进一步探讨。用大鼠克隆β细胞而不是用人胰岛进行的部分功能验证实验不能反映人胰岛的正常细胞环境。因此,尽管获得人胰岛有困难,但有必要观察这些基因的差异表达对人胰岛活性的影响。开发2型糖尿病预防干预和治疗的一个有吸引力的策略是筛选小分子化合物,并根据高希望基因的优先次序进行通知。Bacos等人。1证实PAX5过表达对葡萄糖刺激的胰岛素分泌具有特别强的抑制作用。PAX5是配对盒转录因子家族的一员,是淋巴细胞分化过程中确定b淋巴细胞谱系身份所必需的转录因子,在β-细胞中尚未研究。Bacos等人研究的PAX5对胰岛素分泌减弱作用的潜在机制包括线粒体功能受损和β细胞丢失。其他机制有待进一步探索。重要的是,生物信息学分析进一步表明,PAX5可能调节许多2型糖尿病相关的deg的转录,包括一些关键的deg,如SCL2A2。尽管如此,从2型糖尿病候选基因PAX5的发现中衍生出的多种假设应该被检验,以潜在地为精确治疗的发展提供信息。到目前为止,分析主要考虑了与其他基因和环境因素的影响分离的个体deg的影响。PAX5基因显示出高患病率的体细胞突变,在少数情况下观察到改变4。因此,在啮齿动物和人类研究中,将注意力转向阐明基因-基因和基因-环境相互作用将是及时的。PAX5的作用应该在多种胰岛细胞类型(包括α、δ和PP细胞)中进行检验,而不是在β细胞作用变体中。此外,PAX5对外周组织(如肝脏、骨骼肌和脂肪组织)的影响应该得到澄清,这些组织在胰岛素抵抗的发展中很重要(图1)。它编码GLUT2(葡萄糖转运蛋白2),这是β-细胞中主要的葡萄糖转运蛋白。虽然在患有2型糖尿病的啮齿动物中,SCL2A2表达对葡萄糖刺激的胰岛素分泌功能的影响已经得到了很好的证实,但在人类胰岛中,SCL2A2的表达是否参与一直存在争议。Bacos等人。1提供的证据表明,SCL2A2也可能在人类胰岛的胰岛素分泌中发挥重要作用。值得注意的是,不能排除DEGs在2型糖尿病胰岛中的潜在作用,其操作不改变β细胞数量或胰岛素分泌功能。这些基因对其他代谢缺陷的影响有待进一步研究。此外,Bacos等人也报道了许多deg。 1种与2型糖尿病密切相关,但尚未在功能上得到证实。在未来的研究中,应该对排名靠前的商学院以外的商学院进行考察。Bacos等人的工作为深入了解2型糖尿病的病理生理和解码2型糖尿病相关的转录组变化提供了宝贵的资源,这些变化是胰岛β细胞胰岛素分泌功能衰退的基础。这些发现为未来基于基因组的2型糖尿病的预测、预防和治疗提供了新的见解。值得注意的是,基因表达变化影响胰岛病理生理的机制仍有待阐明,这些变化的临床意义应审慎评估。作者声明无利益冲突。洪天培
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引用次数: 1
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Journal of Diabetes Investigation
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