Diabetic neuropathies

糖尿病神经病变
  • 文章类型: Journal Article
    背景:近一半的糖尿病患者经历糖尿病周围神经病变(DPN),在3年内仅有53%的存活率。凝血功能异常与微血管并发症的发病机理有关。提示需要对其作为DPN发展和进展的促成因素的作用进行彻底调查。
    方法:数据来自2018年9月至2022年10月在中国五个中心收治的1211名2型糖尿病患者。通过症状和肌电图评估DPN。评估运动和感觉神经传导速度(NCV),并计算中位数的NCV总和得分,尺骨,和腓骨运动神经或感觉神经。
    结果:DPN患者显示凝血功能改变。具体而言,他们表现出延长的凝血酶时间(p=0.012),纤维蛋白原升高(p<0.001),与对照组相比,活化部分凝血活酶时间(APTT;p=0.026)缩短。(Ii)在考虑了线性回归中的潜在混杂因素后,纤维蛋白原,D-二聚体与运动NCV呈负相关,电机振幅值,平均速度和振幅。此外,纤维蛋白原与密歇根神经病筛查仪(MNSI)评分较高相关(β0.140;p=0.001).纤维蛋白原的这种结果可以在317名糖尿病患者的验证队列中得到验证。(iii)纤维蛋白原与DPN风险独立相关(OR1.172;p=0.035)。在总年龄组中,DPN以较慢的速率发生,直到预测的纤维蛋白原水平达到约3.75g/L,之后风险急剧升级。
    结论:临床需要关注2型糖尿病患者的凝血功能,以预测和预防DPN的发生。
    BACKGROUND: Nearly half of patients with diabetes experience diabetic peripheral neuropathy (DPN), resulting in a mere 53% survival rate within 3 years. Aberrations in coagulation function have been implicated in the pathogenesis of microvascular complications, prompting the need for a thorough investigation into its role as a contributing factor in the development and progression of DPN.
    METHODS: Data were gathered from 1211 type 2 diabetes patients admitted to five centers from September 2018 to October 2022 in China. DPN was evaluated by symptoms and electromyography. Motor and sensory nerve conduction velocity (NCV) was appraised and the NCV sum score was calculated for the median, ulnar, and peroneal motor or sensory nerves.
    RESULTS: Patients with DPN exhibited alterations in coagulation function. (i) Specifically, they exhibited prolonged thrombin time (p = 0.012), elevated fibrinogen (p < 0.001), and shortened activated partial thromboplastin time (APTT; p = 0.026) when compared to the control group. (ii) After accounting for potential confounders in linear regression, fibrinogen, and D-dimer were negatively related to the motor NCV, motor amplitude values, and mean velocity and amplitude. Also, fibrinogen was associated with higher Michigan neuropathy screening instrument (MNSI) scores (β 0.140; p = 0.001). This result of fibrinogen can be validated in the validation cohort with 317 diabetic patients. (iii) Fibrinogen was independently associated with the risk of DPN (OR 1.172; p = 0.035). In the total age group, DPN occurred at a slower rate until the predicted fibrinogen level reached around 3.75 g/L, after which the risk sharply escalated.
    CONCLUSIONS: Coagulation function is warranted to be concerned in patients with type 2 diabetes to predict and prevent the occurrence of DPN in clinical practice.
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  • 文章类型: Journal Article
    目的:糖尿病多发性神经病是糖尿病的一种长期存在的微血管并发症,会影响患者的姿势控制和功能活动性。还有其他微血管并发症,包括降低肺功能的肺部并发症。多因素吸气肌肉训练(IMT)可以作为一种基于家庭的技术,旨在影响这两种并发症。这项研究旨在确定IMT对糖尿病多发性神经病患者呼吸和功能参数的影响。
    方法:这是一项针对62名糖尿病性多发性神经病患者的测试前测试后随机对照试验(NCT#04947163)。每个被随机分配到IMT或假IMT组。两组都进行了OTAGO练习,假IMT组在基线最大吸气压力(MIP)的15%进行IMT,而IMT以基线MIP的50%作为初始强度进行训练,根据患者的耐受性增加。两组均进行为期12周的训练。这项研究调查了膈肌强度,肺功能,通过6MWT的功能容量,30秒坐站立测试和前躯干肌肉耐力通过仰卧起坐测试作为结果变量。在SPSSv26上分析数据,显著性水平为0.0.5。
    结果:IMT组显著提高膈肌强度,肺功能,与假IMT组相比,6MWT和前躯干肌耐力。
    结论:该研究得出结论,基于家庭的IMT可以改善糖尿病多发性神经病患者的肺参数,包括膈肌强度和肺功能以及功能参数,包括功能容量。这项研究在ClinicalTrials.gov注册,NCT#04947163。
    OBJECTIVE: Diabetic polyneuropathy is a long-standing microvascular complication of diabetes that affects the postural control and functional mobility of patients. There are other microvascular complications, including pulmonary complications that reduce lung function. Multifactorial Inspiratory Muscle Training (IMT) can act as a home-based technique targeted to affect both these complications. This study aims to determine the effects of IMT on respiratory and functional parameters in diabetic polyneuropathy patients.
    METHODS: This is a Pre-Test Post-Test Randomized Controlled Trial (NCT#04947163) with 62 diabetic polyneuropathy patients. Each was randomly assigned to the IMT or sham-IMT group. Both the groups performed OTAGO exercises , with the sham-IMT group performing IMT at 15% of baseline maximal inspiratory pressure (MIP), whereas IMT were trained at 50% of baseline MIP as an initial intensity, which was increased as per the tolerance of patients. Both groups performed training for 12 weeks. The study investigated diaphragmatic strength, pulmonary function, functional capacity through 6MWT, 30s sit to stand test and anterior trunk muscle endurance tested through sit up test as outcome variables. Data was analysed on SPSS v26 at the significance level of 0.0.5.
    RESULTS: The IMT group significantly improved diaphragmatic strength, pulmonary function, 6MWT and anterior trunk muscle endurance when compared to the sham-IMT group.
    CONCLUSIONS: The study concluded that home-based IMT can improve pulmonary parameters including diaphragmatic strength and lung function as well as functional parameters including functional capacity in patients with diabetic polyneuropathy. The study was registered at ClinicalTrials.gov, NCT#04947163.
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  • 文章类型: Journal Article
    目的:探讨2型糖尿病合并周围神经病变患者的生活方式相关特征。
    方法:现象学研究于2021年7月5日至9月18日在Sadabuan健康中心进行,Batunadua健康中心和Wek3健康中心,Padangsidimpuan,印度尼西亚,包括有认知障碍的糖尿病神经病患者,焦虑和抑郁。数据是通过深入访谈收集的。使用Collaizi方法分析数据。
    结果:有8名受试者,平均年龄48.38±13,606岁(范围:27-65岁),糖尿病的平均病程为6±3.207年。这项研究的大多数参与者是女性6(75%)。从收集的数据中出现了7个主题:身体活动水平,饮食,睡眠模式,习惯吃甜饮料,吸烟习惯,社交互动,和自我照顾。
    结论:患有周围神经病变的糖尿病患者未能完全转变为更健康的生活方式。
    OBJECTIVE: To explore the lifestyle-related characteristics of people having type 2 diabetes mellitus with peripheral neuropathy.
    METHODS: The phenomenological study was conducted from July 5 to September 18, 2021, at Sadabuan Health Centre, Batunadua Health Centre and Wek 3 Health Centre, Padangsidimpuan, Indonesia, and comprised diabetic neuropathy patients who had cognitive impairment, anxiety and depression. Data was collected using in-depth interviews. Data was analysed using Collaizi\'s method.
    RESULTS: There were 8 subjects with mean age 48.38±13,606 years (range: 27-65 years), and mean duration of diabetes was 6±3.207 years. The majority of participants in this study were women 6 (75%). There were 7 themes that emerged from the collected data: level of physical activity, diet, sleep pattern, habit of consuming sweet drinks, smoking habit, social interaction, and self-care.
    CONCLUSIONS: Diabetes mellitus patient with peripheral neuropathy had not been able to completely switch to a healthier lifestyle.
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  • 文章类型: Journal Article
    Plai或ZingibercassumunarRoxb。自2011年以来已被列入泰国传统医学名单。然而,关于Plai治疗疼痛性糖尿病神经病变(PDN)的证据有限.因此,本研究旨在评估外用生姜的疗效。
    在2019年2月至3月期间对PDN患者进行了RCT。所有参与者在睡前接受口服加巴喷丁300mg作为标准方案。干预组(n=16)接受15%w/w0.5克的Plai香脂,每天三次施用于他们的脚,对照组(n=15)接受安慰剂香脂,以类似方式施用。基线时的疼痛评分,第2周和第4周进行评估和比较。患者的生活质量,和不良事件,被收集。还分析了各组治疗前后以及组间的平均疼痛评分。
    在第二周和第四周结束时,Plai组的平均疼痛评分比安慰剂组低-1.47(95CI:-1.96至-1.30,p值<0.001),由-1.51(95CI:-1.92至-0.13,p值=0.027),分别。此外,与安慰剂组相比,Plai组的病例数/百分比至少减少了50%的疼痛评分[12/16(75%)vs3/15(20%),p值=0.004]。然而,两组之间的生活质量无统计学差异(总体p值=0.366).在任何组中均未发现不良事件。
    Zingibercassumunarbalm(Plai)对疼痛性糖尿病神经病变的疼痛减轻有效。
    在泰国临床试验注册中心注册;TCTR20200221001。
    UNASSIGNED: Plai or Zingiber cassumunar Roxb. was registered into the Thai Traditional Medicine list since 2011. However, there is limited evidence regarding Plai as a treatment in painful diabetic neuropathy (PDN). Therefore, this study aimed to evaluate the efficacy of topical Zingiber cassumunar.
    UNASSIGNED: A RCT was conducted in patients with PDN during February to March 2019. All participants received oral gabapentin 300 mg before bed as a standard regimen. The intervention group (n=16) received Plai balm 15%w/w 0.5 gram to apply on their feet three times a day and the control group (n=15) received placebo balm to similarly apply. Pain score at baseline, 2 nd and 4 th weeks were assessed and compared. Patients\' quality of life, and adverse events, were collected. Mean pain scores before and after treatment in each group and between groups were also analyzed.
    UNASSIGNED: At the end of week two and week four, the Plai group showed statistically significant lesser mean pain scores than the placebo group by -1.47 (95%CI: -1.96 to -1.30, p-value < 0.001), and by -1.51 (95%CI: -1.92 to -0.13, p-value = 0.027), respectively. Moreover, the Plai group had more cases number/ percentages with at least 50% pain score reduction than the placebo group [12/16 (75%) vs 3/15 (20%), p-value = 0.004]. However, there was no statistically significant difference in quality of life between the two groups (overall p-value = 0.366). Adverse event was not found in any groups.
    UNASSIGNED: Zingiber cassumunar balm (Plai) was efficacious for pain reduction in painful diabetic neuropathy.
    UNASSIGNED: Registered with the Thai Clinical Trials Registry; TCTR20200221001.
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  • 文章类型: Journal Article
    糖尿病周围神经病变是糖尿病最常见的微血管并发症之一。由于多种原因,它在撒哈拉以南非洲非常普遍,包括糖尿病患病率上升,有限的医疗资源,以及无法获得合格的医疗服务。然而,在研究领域仅进行了一些研究。在阿姆哈拉地区转诊医院进行了基于机构的横断面研究,2022年。通过使用系统的随机抽样技术,共包括627名受访者。将数据输入EPIData4.6版,并导出到SPSS25版进行进一步分析。二元逻辑回归用于确定因变量和预测变量之间的关系。预测变量和因变量之间的关联使用多变量逻辑回归确定[p值<0.05,95%置信区间]。研究参与者中糖尿病周围神经病变的总患病率为48.2%(95%CI;44.2,52.1)。年龄在40至60岁之间(AOR=4:27;95%CI2.62,6.94),60岁及以上(AOR=4:47;95%CI2.40,8.35),单独生活的参与者(AOR=2:14;95%CI1.21,3.79),合并症患者(AOR=1:83;95%CI1.22,2.76),和身体不活动(AOR=1:69;95%CI1.14,2.49)与糖尿病周围神经病变显著相关。糖尿病周围神经病变在糖尿病患者中很高。医疗保健提供者应优先考虑对高风险人群进行定期筛查和早期干预。特别是那些40岁及以上的人,那些独自生活的人,患有合并症的患者,以及那些身体不活跃的人。实施基于社区的支持计划,鼓励身体活动,为糖尿病和相关合并症提供全面的管理计划可以帮助降低风险并改善这些患者的生活质量。
    Diabetic peripheral neuropathy is one of the diabetes most common microvascular complications. It is very prevalent in Sub-Saharan Africa due to a combination of causes, including rising diabetes prevalence, limited healthcare resources, and a lack of access to competent medical care. However, just a few studies have been undertaken in the study area. Institution-based cross-sectional study was conducted in the Amhara region referral hospitals, in 2022. By using a systematic random sampling technique, a total of 627 respondents were included. The data was entered into EPI Data version 4.6 and exported to SPSS version 25 for further analysis. A binary logistic regression was used to determine the relationship between the dependent and predictor variables. The association between predictor variables and the dependent variable was determined using multivariate logistic regression [p value < 0.05, 95% confidence interval]. The overall prevalence of diabetic peripheral neuropathy among the study participants was 48.2% (95% CI; 44.2, 52.1). Aged between 40 and 60 years (AOR = 4:27; 95% CI 2.62, 6.94), and 60 years and older (AOR = 4:47; 95% CI 2.40, 8.35), participants who have lived alone (AOR = 2:14; 95% CI 1.21, 3.79), patients with comorbidity (AOR = 1:83; 95% CI 1.22, 2.76), and being physically inactive (AOR = 1:69; 95% CI 1.14, 2.49) were significantly associated with Diabetic peripheral neuropathy. Diabetic peripheral neuropathy was high among diabetic patients. Healthcare providers should prioritize regular screening and early intervention for individuals at higher risk, particularly those aged 40 and above, those living alone, patients with comorbid conditions, and those who are physically inactive. Implementing community-based support programs, encouraging physical activity, and providing comprehensive management plans for diabetes and associated comorbidities can help mitigate the risk and improve the quality of life for these patients.
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  • 文章类型: Journal Article
    观察性研究和临床试验表明,多不饱和脂肪酸(PUFA)可能会预防糖尿病微血管并发症。尽管如此,由于不同研究的结果相互矛盾,这些关系的因果性质仍然不明确.这项研究采用孟德尔随机化(MR)来评估PUFA对糖尿病微血管并发症的因果影响。
    我们确定了PUFA的工具变量,特别是omega-3和omega-6脂肪酸,使用英国生物库数据。关于糖尿病微血管并发症的结果数据来自FinnGen研究。我们的分析涵盖了1型和2型糖尿病的微血管结局,即糖尿病神经病变(DN),糖尿病视网膜病变(DR),糖尿病肾病(DKD)。进行了逆MR分析以检查糖尿病微血管并发症对PUFA的影响。进行敏感性分析以验证结果的稳健性。最后,我们进行了多变量MR(MVMR)分析,以确定PUFA是否对糖尿病微血管并发症有直接影响.
    该研究表明,遗传预测的omega-6脂肪酸水平升高大大降低了2型糖尿病患者的DN风险(比值比(OR):0.62,95%置信区间(CI):0.47-0.82,p=0.001)。还建议在2型糖尿病中对DR具有保护作用(OR:0.75,95%CI:0.62-0.92,p=0.005)。MVMR分析证实了在调整潜在混杂因素后这些结果的稳定性。未观察到omega-6脂肪酸对2型糖尿病的DKD或1型糖尿病的任何并发症的显著影响。相比之下,omega-3脂肪酸与所评估的任何糖尿病微血管并发症均无显著因果关系.
    我们的MR分析揭示了ω-6脂肪酸与2型糖尿病的某些糖尿病微血管并发症之间的因果关系。可能为糖尿病微血管并发症的进一步机制和临床研究提供新的见解。
    UNASSIGNED: Observational studies and clinical trials have implicated polyunsaturated fatty acids (PUFAs) in potentially safeguarding against diabetic microvascular complication. Nonetheless, the causal nature of these relationships remains ambiguous due to conflicting findings across studies. This research employs Mendelian randomization (MR) to assess the causal impact of PUFAs on diabetic microvascular complications.
    UNASSIGNED: We identified instrumental variables for PUFAs, specifically omega-3 and omega-6 fatty acids, using the UK Biobank data. Outcome data regarding diabetic microvascular complications were sourced from the FinnGen Study. Our analysis covered microvascular outcomes in both type 1 and type 2 diabetes, namely diabetic neuropathy (DN), diabetic retinopathy (DR), and diabetic kidney disease (DKD). An inverse MR analysis was conducted to examine the effect of diabetic microvascular complications on PUFAs. Sensitivity analyses were performed to validate the robustness of the results. Finally, a multivariable MR (MVMR) analysis was conducted to determine whether PUFAs have a direct influence on diabetic microvascular complications.
    UNASSIGNED: The study indicates that elevated levels of genetically predicted omega-6 fatty acids substantially reduce the risk of DN in type 2 diabetes (odds ratio (OR): 0.62, 95% confidence interval (CI): 0.47-0.82, p = 0.001). A protective effect against DR in type 2 diabetes is also suggested (OR: 0.75, 95% CI: 0.62-0.92, p = 0.005). MVMR analysis confirmed the stability of these results after adjusting for potential confounding factors. No significant effects of omega-6 fatty acids were observed on DKD in type 2 diabetes or on any complications in type 1 diabetes. By contrast, omega-3 fatty acids showed no significant causal links with any of the diabetic microvascular complications assessed.
    UNASSIGNED: Our MR analysis reveals a causal link between omega-6 fatty acids and certain diabetic microvascular complications in type 2 diabetes, potentially providing novel insights for further mechanistic and clinical investigations into diabetic microvascular complications.
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  • 文章类型: Journal Article
    许多糖尿病周围神经性疼痛(DPNP)患者的缓解不足,尽管有最好的医疗方法。在中国,尚无针对DPNP患者的有效治疗方法。
    评价含γ-氨基丁酸(GABA)类似物HSK16149胶囊治疗中国DPNP患者的疗效和安全性。
    这项2至3期适应性随机临床试验是多中心的,双盲,安慰剂和普瑞巴林控制。审判于2020年12月10日开始,并于2022年7月8日结束。在第1阶段,评估各种剂量的HSK16149以确定第2阶段的安全性和有效性。第二阶段然后验证推荐剂量的有效性和安全性。
    在第1阶段,纳入患者(n=363)随机分为1:1:1:1:1:1至4次HSK16149剂量(40、80、120或160mg/d),普瑞巴林(300毫克/天),或安慰剂。在第2阶段,患者(n=362)被随机分为1:1:1,接受HSK16149,40或80mg/d,或安慰剂。最终的疗效和安全性分析汇集了接受相同治疗的患者的数据。
    第1阶段的主要疗效终点是第5周时平均每日疼痛评分(ADPS)相对于基线的变化。第2阶段的主要疗效终点是第13周的ADPS相对于基线的变化。当进行最后的统计分析时,根据各相独立数据计算出的P值,采用加权逆正态法进行统计推断。
    在完整分析集中的725名随机患者中(393名男性[54.2%];平均[SD]年龄,58.80[9.53]岁;700[96.6%]汉族),177人接受安慰剂;178,HSK16149,40毫克/天;179,HSK16149,80毫克/天;66,HSK16149,120毫克/天;63,HSK16149,160毫克/天;和62,普瑞巴林,300mg/d。共有644名患者(88.8%)完成了研究。在第2阶段,建议使用40和80mg/d剂量的HSK16149。在第13周,40mg/d组的ADPS平均(SD)相对于基线的变化为-2.24(1.55),80mg/d组为-2.16(1.79),安慰剂组为-1.23(1.68),显示两种HSK16149剂量与安慰剂的统计学意义(两者P<.001)。在安全集中(n=726),545例患者(75.1%)出现不良事件,一般为轻度至中度,最常见的是头晕和嗜睡。
    建议在中国治疗DPNP患者的HSK16149剂量为40和80mg/d。HSK16149胶囊在缓解DPNP方面的疗效均优于安慰剂组,并表现出良好的耐受性。
    ClinicalTrials.gov标识符:NCT04647773。
    UNASSIGNED: Many patients with diabetic peripheral neuropathic pain (DPNP) experience inadequate relief, despite best available medical treatments. There are no approved and effective therapies for patients with DPNP in China.
    UNASSIGNED: To evaluate the efficacy and safety of capsules containing γ-aminobutyric acid (GABA) analogue HSK16149 in the treatment of Chinese patients with DPNP.
    UNASSIGNED: This phase 2 to 3 adaptive randomized clinical trial was multicenter, double blind, and placebo and pregabalin controlled. The trial started on December 10, 2020, and concluded on July 8, 2022. In stage 1, various doses of HSK16149 were evaluated to determine safety and efficacy for stage 2. The second stage then validated the efficacy and safety of the recommended dose.
    UNASSIGNED: In stage 1, enrolled patients (n = 363) were randomized 1:1:1:1:1:1 to 4 HSK16149 doses (40, 80, 120, or 160 mg/d), pregabalin (300 mg/d), or placebo. In stage 2, patients (n = 362) were randomized 1:1:1 to receive HSK16149, 40 or 80 mg/d, or placebo. The final efficacy and safety analysis pooled data from patients receiving the same treatment.
    UNASSIGNED: The primary efficacy end point in stage 1 was the change from baseline in average daily pain score (ADPS) at week 5. The primary efficacy end point in stage 2 was the change from baseline in ADPS at week 13. When the final statistical analysis was performed, the P values calculated from the independent data of each phase were combined using the weighted inverse normal method to make statistical inferences.
    UNASSIGNED: Of 725 randomized patients in the full-analysis set (393 men [54.2%]; mean [SD] age, 58.80 [9.53] years; 700 [96.6%] of Han Chinese ethnicity), 177 received placebo; 178, HSK16149, 40 mg/d; 179, HSK16149, 80 mg/d; 66, HSK16149, 120 mg/d; 63, HSK16149, 160 mg/d; and 62, pregabalin, 300 mg/d. A total of 644 patients (88.8%) completed the study. The 40- and 80-mg/d doses of HSK16149 were recommended in stage 2. At week 13, the ADPS mean (SD) change from baseline was -2.24 (1.55) for the 40-mg/d and -2.16 (1.79) for 80-mg/d groups and -1.23 (1.68) for the placebo group, showing statistical significance for both HSK16149 doses vs placebo (both P < .001). In a safety set (n = 726), 545 patients (75.1%) had adverse events, which were generally mild to moderate, with dizziness and somnolence being the most common.
    UNASSIGNED: Forty- and eighty-mg/d doses of HSK16149 were recommended for treating patients with DPNP in China. The efficacy of HSK16149 capsules was superior to placebo in all groups for relieving DPNP and appeared well tolerated.
    UNASSIGNED: ClinicalTrials.gov Identifier: NCT04647773.
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  • 文章类型: Journal Article
    人体内的肠道菌群(GM)稳态与健康密切相关,可用作预防疾病发作和进展的调节剂。糖尿病微血管并发症不仅给社会带来巨大的经济负担,但也有痛苦的精神和身体上的痛苦。因此,改变GM可能是延缓糖尿病微血管并发症的一种方法。
    进行了两个样本的孟德尔随机化(MR)分析,以揭示GM与三个核心糖尿病微血管并发症之间的因果关系,即,糖尿病肾病(DKD),糖尿病视网膜病变(DR),和糖尿病神经病变(DNP)。
    首先,对来自MiBioGen联盟的GM的全基因组关联研究(GWAS)汇总统计数据和从FinnGen研究项目获得的三种主要糖尿病微血管并发症进行了评估.第二,进行了正向MR分析,以评估GM对DKD风险的因果关系,DR,DNP。第三,一系列的敏感性研究,比如异质性测试,多效性评估,和遗漏分析,进一步评估MR分析的准确性。最后,进行了Steiger测试和反向MR分析,以评估反向因果关系的可能性。
    总共选择了2,092个与196个细菌性状相关的单核苷酸多态性作为工具变量。这个两个样本的MR分析提供了强有力的合理证据,表明28个基因预测的特定GM的丰度在DKD的发生中起不可忽视的作用,DR,DNP并发症与23GM有因果关系,比值比通常在0.9到1.1之间。进一步的敏感性分析表明异质性低,多效性低,因果估计的高可靠性。
    该研究提出了GM可能是预防和延缓糖尿病微血管并发症进展的潜在目标的可能性。有必要对GM治疗糖尿病微血管并发症进行进一步的实验,以阐明其作用和具体机制。
    UNASSIGNED: Gut microbiota (GM) homeostasis in the human body is closely associated with health, which can be used as a regulator for preventing the onset and progression of disease. Diabetic microvascular complications bring about not only a huge economic burden to society, but also miserable mental and physical pain. Thus, alteration of the GM may be a method to delay diabetic microvascular complications.
    UNASSIGNED: A two-sample Mendelian randomization (MR) analysis was conducted to reveal the causal inference between GM and three core diabetic microvascular complications, namely, diabetic kidney disease (DKD), diabetic retinopathy (DR), and diabetic neuropathy (DNP).
    UNASSIGNED: First, genome-wide association study (GWAS) summary statistics for GM from the MiBioGen consortium and three main diabetic microvascular complications acquired from the FinnGen research project were assessed. Second, a forward MR analysis was conducted to assess the causality of GM on the risk of DKD, DR, and DNP. Third, a series of sensitivity studies, such as heterogeneity tests, pleiotropy evaluations, and leave-one-out analyses, were further conducted to assess the accuracy of MR analysis. Finally, Steiger tests and reverse MR analyses were performed to appraise the possibility of reverse causation.
    UNASSIGNED: A total of 2,092 single-nucleotide polymorphisms related to 196 bacterial traits were selected as instrumental variables. This two-sample MR analysis provided strongly reasonable evidence that 28 genetically predicted abundance of specific GM that played non-negligible roles in the occurrence of DKD, DR, and DNP complications were causally associated with 23 GM, the odds ratio of which generally ranged from 0.9 to 1.1. Further sensitivity analysis indicated low heterogeneity, low pleiotropy, and high reliability of the causal estimates.
    UNASSIGNED: The study raised the possibility that GM may be a potential target to prevent and delay the progression of diabetic microvascular complications. Further experiments of GM therapy on diabetic microvascular complications are warranted to clarify their effects and specific mechanisms.
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  • 文章类型: Journal Article
    先前的观察性研究表明肠道菌群与糖尿病神经病变(DN)之间存在关联。然而,混杂因素和反向因果关系使得肠道菌群与DN之间的因果关系不确定。我们旨在研究肠道菌群丰度与DN之间的相互作用因果关系。
    我们进行了孟德尔随机化(MR)分析,以检查肠道微生物群与DN之间的因果关系。从MiBioGen联盟获得了属水平的肠道微生物群的基因组数据,包括18,340名欧洲血统的人。糖尿病性多发性神经病(DPN)的数据来自FinnGen联盟,其中包括1,048例病例和374,434例对照,虽然糖尿病自主神经病变(DAN)的数据也从FinnGen联盟获得,包括111例病例和374,434例对照。因果关系主要使用逆方差加权(IVW)分析来估计,补充了四种验证方法,以及额外的敏感性分析来评估多效性,异质性,工具变量的稳健性。
    IVW分析表明,普雷沃氏菌9对DPN具有保护作用(OR=0.715,95%CI:0.521-0.982,P=0.038),拟杆菌也具有保护作用(OR=0.602,95%CI:0.364-0.996,P=0.048)。另一方面,反刍球球菌2型对DPN有促进作用(OR=1.449,95%CI:1.008~2.083,P=0.045)。布劳特(OR=0.161,95%CI:0.035-0.733,P=0.018),梭菌感染组(OR=3.033,95%CI:1.379-6.672,P=0.006),和Howardella(OR=2.595,95%CI:1.074-6.269,P=0.034)在IVW分析中与DAN有因果关系,没有异质性或多效性的证据。敏感性分析显示没有明显的多效性或异质性。
    我们的研究确定了肠道菌群与糖尿病性神经病变风险增加或降低之间的因果关系。这些发现强调了在糖尿病神经病变的管理中采用将肠道微生物群调节与其他治疗干预相结合的综合方法的重要性。
    UNASSIGNED: Previous observational studies have suggested an association between gut microbiota and diabetic neuropathy (DN). However, confounding factors and reverse causality make the causal relationship between gut microbiota and DN uncertain. We aimed to investigate the interactive causal relationships between the abundance of gut microbiota and DN.
    UNASSIGNED: We conducted a Mendelian randomization (MR) analysis to examine the causal relationship between gut microbiota and DN. Genomic data on gut microbiota at the genus level were obtained from the MiBioGen Consortium, including 18,340 individuals of European descent. Data on diabetic polyneuropathy (DPN) were obtained from the FinnGen Consortium, which included 1,048 cases and 374,434 controls, while data on diabetic autonomic neuropathy (DAN) were also obtained from the FinnGen Consortium, including 111 cases and 374,434 controls. Causal effects were primarily estimated using inverse variance weighted (IVW) analysis, supplemented with four validation methods, and additional sensitivity analyses to assess the pleiotropy, heterogeneity, and robustness of instrumental variables.
    UNASSIGNED: The IVW analysis indicated that Prevotella 9 had a protective effect on DPN (OR = 0.715, 95% CI: 0.521-0.982, P = 0.038), and Bacteroides also showed a protective effect (OR = 0.602, 95% CI: 0.364-0.996, P = 0.048). On the other hand, Ruminococcus 2 had a promoting effect on DPN (OR = 1.449, 95% CI: 1.008-2.083, P = 0.045). Blautia (OR = 0.161, 95% CI: 0.035-0.733, P = 0.018), Clostridium innocuum group (OR = 3.033, 95% CI: 1.379-6.672, P = 0.006), and Howardella (OR = 2.595, 95% CI: 1.074-6.269, P = 0.034) were causally associated with DAN in the IVW analysis, with no evidence of heterogeneity or pleiotropy. Sensitivity analyses showed no significant pleiotropy or heterogeneity.
    UNASSIGNED: Our study identified a causal relationship between gut microbiota and the increased or decreased risk of diabetic neuropathy. These findings underscore the importance of adopting a comprehensive approach that combines gut microbiota modulation with other therapeutic interventions in the management of diabetic neuropathy.
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  • 文章类型: Journal Article
    背景:糖尿病(DM)中的心脏自主神经病变(CAN)与心血管(CV)事件和CV死亡独立相关。这种糖尿病并发症的诊断是耗时的,在临床实践中不是常规的。与可获得和常规进行的眼底视网膜成像相反。利用通过糖尿病眼筛查收集的视网膜图像的人工智能(AI)是否可以为CAN提供有效的诊断方法尚不清楚。
    方法:这是一个单一的中心,作为糖尿病患者心血管疾病一部分的糖尿病患者队列中的观察性研究:西里西亚糖尿病-心脏项目(NCT05626413)。要诊断CAN,我们使用标准的CV自主反射测试。在这项分析中,我们实施了基于AI的深度学习技术,使用非散瞳5场彩色眼底成像来识别CAN患者。已经利用多实例学习和主要ResNet18作为骨干网络开发了两个实验。在未见过的图像集上测试之前,模型经过了训练和验证。
    结果:在对229例患者的2275张视网膜图像的分析中,ResNet18骨干模型在CAN的二元分类中展示了强大的诊断能力,正确识别测试集中93%的CAN案例和89%的非CAN案例。该模型获得的受试者工作特征曲线下面积(AUCROC)为0.87(95%CI0.74-0.97)。为了区分CAN(dsCAN)的确定阶段或严重阶段,ResNet18模型准确地分类了78%的dsCAN病例和93%的没有dsCAN的病例,AUCROC为0.94(95%CI0.86-1.00)。备用骨干模型,ResWide50,显示dsCAN的灵敏度提高了89%,但AUCROC略低,为0.91(95%CI0.73-1.00)。
    结论:利用视网膜图像的基于AI的算法可以对CAN患者进行高精度区分。可以在常规临床实践中实施眼底图像的AI分析以检测CAN,以识别处于最高CV风险的患者。
    背景:这是西里西亚糖尿病-心脏项目的一部分(Clinical-Trials.govIdentifier:NCT05626413)。
    BACKGROUND: Cardiac autonomic neuropathy (CAN) in diabetes mellitus (DM) is independently associated with cardiovascular (CV) events and CV death. Diagnosis of this complication of DM is time-consuming and not routinely performed in the clinical practice, in contrast to fundus retinal imaging which is accessible and routinely performed. Whether artificial intelligence (AI) utilizing retinal images collected through diabetic eye screening can provide an efficient diagnostic method for CAN is unknown.
    METHODS: This was a single center, observational study in a cohort of patients with DM as a part of the Cardiovascular Disease in Patients with Diabetes: The Silesia Diabetes-Heart Project (NCT05626413). To diagnose CAN, we used standard CV autonomic reflex tests. In this analysis we implemented AI-based deep learning techniques with non-mydriatic 5-field color fundus imaging to identify patients with CAN. Two experiments have been developed utilizing Multiple Instance Learning and primarily ResNet 18 as the backbone network. Models underwent training and validation prior to testing on an unseen image set.
    RESULTS: In an analysis of 2275 retinal images from 229 patients, the ResNet 18 backbone model demonstrated robust diagnostic capabilities in the binary classification of CAN, correctly identifying 93% of CAN cases and 89% of non-CAN cases within the test set. The model achieved an area under the receiver operating characteristic curve (AUCROC) of 0.87 (95% CI 0.74-0.97). For distinguishing between definite or severe stages of CAN (dsCAN), the ResNet 18 model accurately classified 78% of dsCAN cases and 93% of cases without dsCAN, with an AUCROC of 0.94 (95% CI 0.86-1.00). An alternate backbone model, ResWide 50, showed enhanced sensitivity at 89% for dsCAN, but with a marginally lower AUCROC of 0.91 (95% CI 0.73-1.00).
    CONCLUSIONS: AI-based algorithms utilising retinal images can differentiate with high accuracy patients with CAN. AI analysis of fundus images to detect CAN may be implemented in routine clinical practice to identify patients at the highest CV risk.
    BACKGROUND: This is a part of the Silesia Diabetes-Heart Project (Clinical-Trials.gov Identifier: NCT05626413).
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