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Evidence of a Bi-Directional Relationship between Arterial Stiffness and Diabetes: A Systematic Review and Meta-Analysis of Cohort Studies. 动脉僵化与糖尿病之间存在双向关系的证据:队列研究的系统回顾和元分析》。
IF 1.9 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.2174/0115733998298294240820070528
Angela L Beros, John D Sluyter, Robert K R Scragg

Background: There are numerous cross-sectional studies showing an association between arterial stiffness and diabetes, but the temporality of the association is unclear.

Objective: To investigate the temporal relationship between arterial stiffness and diabetes.

Methods: We searched MEDLINE and Embase from inception to 31 August 2023, to identify cohort studies that assessed whether arterial stiffness, as measured by pulse wave velocity (PWV), was predictive of the development of diabetes and vice versa. We summarised study data, and where possible undertook meta-analysis.

Results: We identified 19 studies that included people with type 1, type 2 and gestational diabetes. All 11 studies investigating arterial stiffness as a predictor of diabetes found a significant relationship. Six of those studies were suitable for meta-analysis. The risk of developing diabetes was greater in people with higher PWV at baseline than lower PWV (RR = 2.14, 95%CI 1.65 to 2.79, p < 0.00001) and the mean difference in baseline PWV was higher in people who developed diabetes than those who did not (mean difference: 0.77 m/s, 95%CI 0.47 to 1.06, p < 0.00001). Of 8 studies investigating diabetes as a predictor of arterial stiffness, 7 found a significant relationship.

Conclusion: There is evidence of a bidirectional relationship between arterial stiffness and diabetes. Arterial stiffness may provide a causal link between diabetes and future cardiovascular disease.

背景:许多横断面研究显示动脉僵化与糖尿病之间存在关联,但这种关联的时间性尚不清楚:调查动脉僵化与糖尿病之间的时间关系:我们检索了从开始到 2023 年 8 月 31 日的 MEDLINE 和 Embase,以确定评估动脉僵化(通过脉搏波速度 (PWV) 测量)是否可预测糖尿病发病的队列研究,反之亦然。我们总结了研究数据,并在可能的情况下进行了荟萃分析:我们确定了 19 项研究,其中包括 1 型、2 型和妊娠糖尿病患者。所有 11 项将动脉僵化作为糖尿病预测因素的研究均发现两者之间存在显著关系。其中六项研究适合进行荟萃分析。基线脉搏波速度较高的人群罹患糖尿病的风险高于基线脉搏波速度较低的人群(RR = 2.14,95%CI 1.65 至 2.79,p < 0.00001),基线脉搏波速度的平均差异在罹患糖尿病的人群中高于未罹患糖尿病的人群(平均差异:0.77 m/s,95%CI 0.47 至 1.06,p < 0.00001)。8 项研究将糖尿病作为动脉僵化的预测因素,其中 7 项研究发现两者之间存在显著关系:结论:有证据表明动脉僵化与糖尿病之间存在双向关系。动脉僵化可能是糖尿病与未来心血管疾病之间的因果联系。
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引用次数: 0
Blood Pressure Control Among Diabetic Patients in the Eastern Mediterranean Region: A Systematic Review and Meta-Analysis. 东地中海地区糖尿病患者的血压控制:系统回顾与元分析》。
IF 1.9 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.2174/0115733998327293240729080250
Amir Hossein Behnoush, Sepehr Khosravi, Fateme Ziamanesh, Rasha Atlasi, Ali Sheidaei, Negin Sanadgol, Amirmohammad Khalaji, Ozra Tabatabaei-Malazy, Afshin Ostovar

Background: The control of blood pressure (BP) is a challenge in diabetic patients and is associated with adverse outcomes of diabetes. In this systematic review and metaanalysis, we investigated the BP control rate among hypertensive diabetic patients in the Eastern Mediterranean Region (EMR) countries.

Methods: We systematically searched PubMed, Scopus, Embase, Cochrane, and Web of Science databases up to January 2023 for observational studies on BP control among hypertensive diabetic patients in all EMR countries. We included studies reporting the proportion of hypertensive, type 2 diabetic patients with controlled BP, defined as systolic/diastolic BP < 140/90 or <130/80 mmHg. Study quality was assessed using modified STROBE guidelines, and a random- effect meta-analysis was conducted to pool prevalence data and calculate overall rates. Subgroup analysis was performed by gender, study design, country, and BP control cut-offs (140/90 and 130/80).

Results: Among the 1949 retrieved studies, 20 studies assessing 27956 individuals were included. The proportion of BP control regardless of cut-off points was 36.8% (95% CI=29.1%45.3%) based on the studies reported for both genders.The prevalence was 53.2% (95% CI=36.1%- 69.6%) and 43.5% (95% CI=20.0%-70.3%) based on the studies reported just for women or men, respectively.

Conclusion: Our findings indicate that BP control targets are not successfully achieved in hypertensive diabetic patients in the Eastern Mediterranean region. It is recommended to place greater emphasis on the quality of hypertension care in the management of type 2 diabetes.

背景:控制血压(BP)是糖尿病患者面临的一项挑战,而且与糖尿病的不良后果有关。在本系统综述和荟萃分析中,我们调查了东地中海地区(EMR)国家高血压糖尿病患者的血压控制率:我们系统检索了截至 2023 年 1 月的 PubMed、Scopus、Embase、Cochrane 和 Web of Science 数据库中有关所有东地中海地区国家高血压糖尿病患者血压控制情况的观察性研究。我们纳入了报告血压得到控制的高血压 2 型糖尿病患者比例的研究,定义为收缩压/舒张压 < 140/90 或结果:在检索到的 1949 项研究中,有 20 项研究对 27956 人进行了评估。无论截断点如何,血压得到控制的男女比例均为 36.8%(95% CI=29.1%-45.3%),其中女性和男性的比例分别为 53.2%(95% CI=36.1%-69.6%)和 43.5%(95% CI=20.0%-70.3%)。以 130/80 和 140/90 mmHg 为目标值,估计血压控制率分别为 38.2% (95%CI 24.5, 54.1) 和 36.5% (95%CI 27.1, 47.0):我们的研究结果表明,东地中海地区的高血压糖尿病患者并未成功实现血压控制目标。建议在 2 型糖尿病管理中更加重视高血压护理的质量。
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引用次数: 0
Diabetes Mellitus: Exploring Biomarkers, Complications, and Therapeutic Strategies with a Spotlight on Cyanobacterial Bioactive Compounds - A Comprehensive Review. 糖尿病:探索生物标志物、并发症和治疗策略,重点关注蓝藻生物活性化合物-综合综述。
IF 1.9 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.2174/0115733998307764240909114007
Suhail Ahmad, Salman Akhtar, Mohammad Amjad Kamal, Alvina Farooqui

Diabetes, regarded as a prevalent metabolic disorder with multifactorial origins, contributes to a myriad of global complications. These cumulate an elevated susceptibility to kidney failure, nerve impairment, blindness, atherosclerosis, heart ailments, and even strokes. Recent investigations underscore the diverse roles of associated biomarkers in diabetes progression. Among these are biomarkers for diabetes mellitus such as DPP-4, PPAR-ϒ, SGLT-2, α-amylase, and α-glucosidase, which are linked to the onset of diabetes and its related problems. As a result of undesirable adverse consequences linked to extant synthetic antidiabetic medications, research attention is increasingly directed towards formulating natural antidiabetic drugs, aiming for enhanced efficacy and reduced complications. Cyanobacteria stand out as a pivotal repository of natural bioactive metabolites extensively harnessed for pharmaceutical and nutraceutical development. The potent bioactive compounds sourced from cyanobacteria hold substantial promise, kindling high expectations in scientific research and presenting vast prospects for drug discovery and advancement. Some of these bioactive compounds have demonstrated impressive effectiveness, displaying successful applications across various phases of clinical trials. This review strives to provide a more precise understanding of diabetes mellitus, encompassing its clinical manifestation, epidemiological data, complications, and prevailing treatment modalities. The objective of this review is to contribute researchers and readers an enhanced and accurate understanding of diabetes mellitus by covering its clinical manifestation, epidemiological evidence, difficulties, and prevailing therapeutics possibilities.

糖尿病被认为是一种多因素的普遍代谢性疾病,导致了无数的全球性并发症。这些因素累积起来会增加对肾衰竭、神经损伤、失明、动脉粥样硬化、心脏病甚至中风的易感性。最近的研究强调了相关生物标志物在糖尿病进展中的不同作用。其中包括糖尿病的生物标志物,如DPP-4、PPAR- γ、SGLT-2、α-淀粉酶和α-葡萄糖苷酶,它们与糖尿病的发病及其相关问题有关。由于现有的合成降糖药存在不良后果,研究重点越来越多地转向制备天然降糖药,以提高疗效和减少并发症。蓝藻作为天然生物活性代谢物的关键储存库,广泛用于制药和营养品开发。来自蓝藻菌的强效生物活性化合物具有巨大的希望,在科学研究中激发了很高的期望,并为药物发现和进步提供了广阔的前景。其中一些生物活性化合物已经显示出令人印象深刻的有效性,在临床试验的各个阶段都显示出成功的应用。本综述旨在提供对糖尿病更准确的认识,包括其临床表现、流行病学资料、并发症和主流治疗方式。这篇综述的目的是通过对糖尿病的临床表现、流行病学证据、难点和主流治疗方法的介绍,帮助研究者和读者提高对糖尿病的准确认识。
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引用次数: 0
The Impact of Low-Volume High-Intensity Interval Training (LV-HIIT) on Fatty Liver Index (FLI) and Estimated Glomerular Filtration Rate (eGFR) in Patients with Type 2 Diabetes Mellitus (T2DM). 低容量高强度间歇训练 (LV-HIIT) 对 2 型糖尿病 (T2DM) 患者脂肪肝指数 (FLI) 和估计肾小球滤过率 (eGFR) 的影响。
IF 1.9 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.2174/0115733998320832240805113238
Rasoul Raesi, Saeid Kalbasi, Abbas Ali Gaeini, Maryam Haji Ghasem Kashani, Khadijeh Tajik

Background: Prevention and reduction of liver fat accumulation and maintenance of Glomerular Filtration Rate (GFR) have been proposed as important therapeutic goals in patients with Type 2 Diabetes Mellitus (T2DM).

Aim: This study aimed to determine the effect of Low-Volume High-Intensity Interval Training (LV-HIIT) on fatty liver index (FLI) and GFR estimation in patients with T2DM.

Methods: This randomized controlled trial included 80 patients with T2DM and a sedentary lifestyle, randomly divided into HIIT (n=40) and a control group (n=40). Patients with a history of T2DM for at least one year and HbA1C levels between 6.4% and 10% were selected. The intervention group underwent a 4-week LV-HIIT course, comprising 3 sessions per week, while the control group did not receive any intervention. FLI, eGFR, anthropometric measurements, and laboratory variables were assessed in all participants before and after the intervention.

Results: FLI (62.0 at baseline, 53.0 at follow-up) significantly decreased in the LV-HIIT group after the intervention, while eGFR (71.0 at baseline, 73.6 at follow-up) significantly increased (P<0.001). However, the control group showed a significant reduction only in Fasting Blood Sugar (FBS) (P<0.05). After the intervention, the LV-HIIT group had significantly lower FBS (129.0 at baseline, 121.0 at follow-up), Alanine Aminotransferase (ALT) (24.0 at baseline, 18.0 at follow-up), and Gamma-Glutamyl Transferase (GGT) (22.0 at baseline, 19.0 at follow-up), as well as higher eGFR, compared to the control group (P<0.05).

Conclusions: LV-HIIT exercise appears to be a promising and effective training method for improving FLI and eGFR in patients diagnosed with T2DM.

Clinical trial registration: IRCT 20200 729048246N1.

背景:目的:本研究旨在确定低容量高强度间歇训练(LV-HIIT)对 T2DM 患者脂肪肝指数(FLI)和 GFR 估计值的影响:这项随机对照试验包括80名T2DM患者和久坐不动的生活方式,随机分为HIIT组(40人)和对照组(40人)。患者均有至少一年的 T2DM 病史,HbA1C 水平在 6.4% 至 10% 之间。干预组接受为期 4 周的 LV-HIIT 训练,每周 3 次,对照组不接受任何干预。在干预前后,对所有参与者的 FLI、eGFR、人体测量和实验室变量进行了评估:结果:干预后,左心室-HIIT 组的 FLI(基线为 62.0,随访时为 53.0)显著下降,而 eGFR(基线为 71.0,随访时为 73.6)显著上升(结论:左心室-HIIT 运动似乎是一种有效的减肥方法:左心室-HIIT运动似乎是改善T2DM患者FLI和eGFR的有效训练方法。
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引用次数: 0
Assessment for Diabetic Neuropathy: Treatment and Neurobiological Perspective. 糖尿病神经病变评估:治疗和神经生物学视角。
IF 2.4 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.2174/0115733998290606240521113832
Bhanupriya Bhrigu, Shikha Sharma, Nitin Kumar, Bimal Krishna Banik

Diabetic neuropathy, also known as diabetic peripheral sensorimotor neuropathy (DPN), is a consequential complexity of diabetes, alongside diabetic nephropathy, diabetic cardiomyopathy, and diabetic retinopathy. It is characterized by signs and symptoms of peripheral nerve damage in diabetes patients after ruling out other causes. Approximately 20% of people with diabetes are affected by this painful and severe condition. The development of diabetic neuropathy is influenced by factors such as impaired blood flow to the peripheral nerves and metabolic issues, including increased polyol pathway activation, myo-inositol loss, and nonenzymatic glycation. The present review article provides a brief overview of the pathological changes in diabetic neuropathy and the mechanisms and types of DPN. Various diagnostic tests and biomarkers are available to assess nerve damage and its severity. Pharmacotherapy for neuropathic pain in diabetic neuropathy is complex. This review will explore current treatment options and potential future developments to improve the quality of life for patients suffering from diabetic neuropathy.

糖尿病神经病变又称糖尿病周围感觉运动神经病变(DPN),是糖尿病的一种并发症,与糖尿病肾病、糖尿病心肌病和糖尿病视网膜病变并称为糖尿病的三大并发症。其特征是糖尿病患者在排除其他病因后出现周围神经损伤的症状和体征。约有 20% 的糖尿病患者会受到这种痛苦而严重的病症的影响。糖尿病神经病变的发生受多种因素的影响,如周围神经血流受损和代谢问题,包括多元醇通路激活增加、肌醇损失和非酶糖化。本综述文章简要概述了糖尿病神经病变的病理变化以及 DPN 的机制和类型。目前有多种诊断测试和生物标志物可用于评估神经损伤及其严重程度。糖尿病神经病变中神经病理性疼痛的药物治疗非常复杂。本综述将探讨当前的治疗方案和未来的潜在发展,以改善糖尿病神经病变患者的生活质量。
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引用次数: 0
Therapeutic Interventions for Diabetes Mellitus-associated Complications. 糖尿病相关并发症的治疗干预。
IF 2.4 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.2174/0115733998291870240408043837
Dharmendra Pradhan, Prafulla Kumar Sahu, Sukumar Purohit, Santosh Kumar Ranajit, Biswajeet Acharya, Shreya Sangam, Amit Kumar Shrivastava

Background: Diabetes Mellitus (DM) is an alarming health concern, affecting approximately 537 million people worldwide. As a leading cause of morbidity and mortality, DM demands a comprehensive understanding of its diverse pathophysiological mechanisms and disease progression.

Methods: This traditional review has consolidated literature on the pathogenesis of hyperglycemia, its progression into complications, and advances in optimal treatment strategies. The literature in the last two decades has been reviewed using several keywords, including "diabetes," "diabetes-associated complications", "novel therapeutic interventions for diabetes-associated diseases", "phyto-extracts as antidiabetic drugs", etc. in prominent databases, such as PubMed, Scopus, Google Scholar, Web of Science, and ClinicalTrials.gov.

Results: We have discussed macrovascular and microvascular complications, such as atherosclerosis, cardiovascular disease, Peripheral Arterial Disease (PAD), stroke, diabetic nephropathy, retinopathy, and neuropathy, as well as various pharmacological and non-pharmacological interventions that are currently available for the management of DM. We have also focused on the potential of natural products in targeting molecular mechanisms involved in carbohydrate metabolism, insulin production, repair of pancreatic cells, and reduction of oxidative stress, thereby contributing to their antidiabetic activity. Additionally, novel therapeutic approaches, like genetic, stem cell, and immunomodulatory therapies, have been explored. We have also discussed the benefits and limitations of each intervention, emerging research and technologies, and precision medicine interventions.

Conclusion: This review has emphasized the need for an improved understanding of these advancements, which is essential to enhance clinicians' ability to identify the most effective therapeutic interventions.

背景:糖尿病(DM)是一个令人担忧的健康问题,影响着全球约 5.37 亿人。作为发病和死亡的主要原因,糖尿病需要全面了解其不同的病理生理机制和疾病进展:本传统综述整合了有关高血糖发病机制、并发症进展以及最佳治疗策略进展的文献。方法:这篇传统综述整合了有关高血糖发病机制及其发展为并发症以及最佳治疗策略进展的文献。我们使用多个关键词,包括 "糖尿病"、"糖尿病相关并发症"、"糖尿病相关疾病的新型治疗干预措施"、"作为抗糖尿病药物的植物提取物 "等,在 PubMed、Scopus、Google Scholar、Web of Science 和 ClinicalTrials.gov 等著名数据库中对过去二十年的文献进行了综述:我们讨论了大血管和微血管并发症,如动脉粥样硬化、心血管疾病、外周动脉疾病 (PAD)、中风、糖尿病肾病、视网膜病变和神经病变,以及目前可用于治疗糖尿病的各种药物和非药物干预措施。我们还重点研究了天然产品在靶向碳水化合物代谢、胰岛素分泌、胰腺细胞修复和减少氧化应激等分子机制方面的潜力,从而促进了天然产品的抗糖尿病活性。此外,我们还探索了新的治疗方法,如基因、干细胞和免疫调节疗法。我们还讨论了每种干预措施的益处和局限性、新兴研究和技术以及精准医疗干预措施:本综述强调了进一步了解这些进展的必要性,这对于提高临床医生确定最有效治疗干预措施的能力至关重要。
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引用次数: 0
Correlation between Serum 25 (OH) D Levels with Insulin Resistance and Metabolic Associated Fatty Liver Disease - A Retrospective Study based on Chinese Patients with Newly Diagnosed Type 2 Diabetes Mellitus. 血清 25 (OH) D 水平与胰岛素抵抗和代谢相关性脂肪肝的相关性--基于中国新诊断 2 型糖尿病患者的回顾性研究。
IF 2.4 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.2174/0115733998297640240611065605
Xin Zhao, Jianbin Sun, Sixu Xin, Xiumei Xu, Xiaomei Zhang

Aims: The objective of this study was to investigate the correlation between serum 25 hydroxyvitamin D [25(OH)D] levels and insulin resistance, as well as metabolic associated fatty liver disease (MAFLD) in newly diagnosed with type 2 diabetes mellitus (T2DM) patients.

Method: A retrospective analysis was conducted on 491 T2DM patients who were newly diagnosed between January 2017 and August 2022 at Peking University International Hospital. These patients were categorized into three groups based on their 25(OH)D levels.

Results: The prevalence of MAFLD was significantly elevated in both the Vitamin D (VD) deficiency group and the VD insufficiency group compared to the VD sufficiency group (χ2 = 6.51, p<0.05). The patients in the VD sufficiency group had lower levels of insulin resistance, as assessed by the homeostasis model assessment when compared to the VD deficiency group and the VD insufficiency group (F = 8.61, p<0.05). Additionally, the VD sufficiency group demonstrated higher levels of β cell function in comparison to the other two groups (p<0.05, respectively). A significant negative correlation was observed between 25(OH)D levels and insulin resistance, as assessed by the homeostasis model assessment in T2DM patients(r=-0.33, p<0.05 for females; r=-0.32, p<0.05 for males). In male patients, 25(OH)D was identified as a protective factor against MAFLD(OR = 0.42;95%CI:0.19-0.95;p <0.05). Meanwhile, in female patients, 25(OH)D was also associated with a reduced risk of MAFLD(OR = 0.35;95%CI 0.17-0.89; p<0.05). Additionally, the study determined that the threshold values for 25(OH)D were 15.06 ng/ml in female patients and 18.79 ng/ml in male patients for predicting MAFLD.

Conclusion: In newly diagnosed with T2DM patients, the level of 25(OH)D may be related to insulin resistance and β cell secretion function independently and VD deficiency is an independent risk factor for MAFLD in patients with newly diagnosed T2DM.

目的:本研究旨在探讨新诊断的2型糖尿病(T2DM)患者血清25羟维生素D[25(OH)D]水平与胰岛素抵抗以及代谢相关性脂肪肝(MAFLD)之间的相关性:对北京大学国际医院2017年1月至2022年8月期间新确诊的491名T2DM患者进行回顾性分析。根据这些患者的25(OH)D水平将其分为三组:结果:与维生素 D(VD)充足组相比,维生素 D(VD)缺乏组和维生素 D(VD)不足组的 MAFLD 患病率均显著升高(χ2 = 6.51,pConclusion):在新诊断的T2DM患者中,25(OH)D水平可能与胰岛素抵抗和β细胞分泌功能独立相关,而VD缺乏是新诊断的T2DM患者MAFLD的独立危险因素。
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引用次数: 0
Molecular Mechanisms Underlying the Therapeutic Potential of Plant-Based α-Amylase Inhibitors for Hyperglycemic Control in Diabetes. 植物性α-淀粉酶抑制剂控制糖尿病患者高血糖治疗潜力的分子机制。
IF 2.4 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.2174/0115733998304373240611110224
Amritpal Kaur, Shareen Singh, Somdutt Mujwar, Thakur Gurjeet Singh

Background: Diabetes mellitus (DM), arising from pancreatic β-cell dysfunction and disrupted alpha-amylase secretion, manifests as hyperglycemia. Synthetic inhibitors of alphaamylase like acarbose manage glucose but pose adverse effects, prompting interest in plantderived alternatives rich in antioxidants and anti-inflammatory properties.

Objective: The current review investigates plant-based alpha-amylase inhibitors, exploring their potential therapeutic roles in managing DM. Focusing on their ability to modulate postprandial hyperglycemia by regulating alpha-amylase secretion, it assesses their efficacy, health benefits, and implications for diabetes treatment.

Methods: This review examines plant-derived alpha-amylase inhibitors as prospective diabetic mellitus treatments using PubMed, Google Scholar, and Scopus data.

Results: Plant-derived inhibitors, including A. deliciosa, B. egyptiaca, and N. nucifera, exhibit anti-inflammatory and antioxidant properties, effectively reducing alpha-amylase levels in diabetic conditions. Such alpha-amylase inhibitors showed promising alternative treatment in managing diabetes with reduced adverse effects.

Conclusion: The current literature concludes that plant-derived alpha-amylase inhibitors present viable therapeutic avenues for diabetes management by modulating alpha-amylase secretion by regulating inflammatory, oxidative stress, and apoptotic mechanisms involved in the pathogenesis of diabetes. Further investigation into their formulations and clinical efficacy may reveal their more comprehensive diabetes therapeutic significance, emphasizing their potential impact on glucose regulation and overall health.

背景:糖尿病(DM)由胰腺β细胞功能障碍和α-淀粉酶分泌紊乱引起,表现为高血糖。阿卡波糖等α-淀粉酶合成抑制剂可控制血糖,但会带来不良影响,这促使人们对富含抗氧化剂和抗炎特性的植物替代品产生兴趣:本综述研究了植物性α-淀粉酶抑制剂,探讨了它们在控制糖尿病方面的潜在治疗作用。重点关注它们通过调节α-淀粉酶分泌来调节餐后高血糖的能力,评估它们的功效、对健康的益处以及对糖尿病治疗的影响:本综述利用 PubMed、Google Scholar 和 Scopus 数据研究了植物提取的α-淀粉酶抑制剂作为糖尿病治疗的前瞻性方法:结果:植物α-淀粉酶抑制剂(包括A. deliciosa、B. egyptiaca和N. nucifera)具有抗炎和抗氧化特性,能有效降低糖尿病患者体内的α-淀粉酶水平。这些α-淀粉酶抑制剂是治疗糖尿病的有前途的替代疗法,并能减少不良反应:现有文献得出结论,植物提取的α-淀粉酶抑制剂通过调节糖尿病发病机制中涉及的炎症、氧化应激和细胞凋亡机制来调节α-淀粉酶的分泌,为糖尿病治疗提供了可行的治疗途径。对其配方和临床疗效的进一步研究可能会揭示其更全面的糖尿病治疗意义,强调其对血糖调节和整体健康的潜在影响。
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引用次数: 0
Prevalence and Predictors of Albuminuria in Type 2 Diabetes Mellitus Patients: A Cross-Sectional Study from the United Arab Emirates. 2 型糖尿病患者白蛋白尿的患病率和预测因素:阿拉伯联合酋长国的一项横断面研究。
IF 1.9 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.2174/1573399819666221014093352
Moza Saleh Hassan Almukhattin, Suhaj Abdulsalim, Suhaila Mohammed Shareef Alawadhi, Mirza R Baig, Sonal Sekhar Miraj, Noufal Abdulkader

Background/introduction: Albuminuria in Diabetes mellitus (DM) patients may lead to nephropathy and end-stage renal disease. Our study aimed to assess the prevalence of albuminuria and its associated predictors among type 2 DM patients in the United Arab Emirates.

Methods: A retrospective cross-sectional study was conducted among type 2 DM patients in the diabetic clinic at Fujairah Hospital from 1st January 2016 to 30th January 2020 after getting the ethical clearance. Data were collected electronically from the health information system and analyzed using SPSS version 26. Regression analysis and ANOVA were used for inferential analysis. A P-value of ≤0.05 was considered significant.

Results and discussion: Among the 200 patients included in the study, the mean age of the study population was 56 years, and the majority of them were females (71%). The prevalence of albuminuria was found to be 44%. By using regression analysis, glycated hemoglobin (HbA1c; P=0.038) and systolic blood pressure (SBP; P=0.003) were found to be predictors of albuminuria. One way ANOVA revealed that there were significant associations between the albumin levels and HbA1c (P=0.004), SBP (P= 0.002), diastolic blood pressure (DBP; P=0.028), serum creatinine (Scr) (P=0.039), and glomerular filtration rate (GFR; P=0.013).

Conclusion: To the best of our knowledge, this is the first study from Fujairah emirate that explored the prevalence and predictors of albuminuria in type 2 DM patients. We found a high prevalence of albuminuria among type 2 DM patients. HbA1c and SBP directly contributed to albuminuria. To improve glycemic control, patients need to improve physical activity, reduce overweight and, adherence to medications that improve overall therapeutic outcomes.

背景和目的:糖尿病(DM)患者的白蛋白尿可能导致肾病和终末期肾病。我们的研究旨在评估阿拉伯联合酋长国 2 型糖尿病患者白蛋白尿的患病率及其相关预测因素:在获得伦理许可后,我们于 2016 年 1 月 1 日至 2020 年 1 月 30 日在富查伊拉医院糖尿病诊所对 2 型糖尿病患者进行了一项回顾性横断面研究。数据通过电子方式从医疗信息系统中收集,并使用 SPSS 26 版本进行分析。推论分析采用回归分析和方差分析。P值≤0.05为有意义:在纳入研究的 200 名患者中,研究对象的平均年龄为 56 岁,大多数为女性(71%)。白蛋白尿的发病率为 44%。通过回归分析,发现糖化血红蛋白(HbA1c;P=0.038)和收缩压(SBP;P=0.003)是白蛋白尿的预测因子。单向方差分析显示,白蛋白水平与 HbA1c(P=0.004)、SBP(P= 0.002)、舒张压(DBP;P=0.028)、血清肌酐(Scr)(P=0.039)和肾小球滤过率(GFR;P=0.013)之间存在显著关联:据我们所知,这是富吉拉酋长国首次对 2 型糖尿病患者白蛋白尿的患病率和预测因素进行研究。我们发现白蛋白尿在 2 型糖尿病患者中的发病率很高。HbA1c 和 SBP 直接导致白蛋白尿。为改善血糖控制,患者需要加强体育锻炼,减少超重,并坚持用药,以提高整体治疗效果。
{"title":"Prevalence and Predictors of Albuminuria in Type 2 Diabetes Mellitus Patients: A Cross-Sectional Study from the United Arab Emirates.","authors":"Moza Saleh Hassan Almukhattin, Suhaj Abdulsalim, Suhaila Mohammed Shareef Alawadhi, Mirza R Baig, Sonal Sekhar Miraj, Noufal Abdulkader","doi":"10.2174/1573399819666221014093352","DOIUrl":"10.2174/1573399819666221014093352","url":null,"abstract":"<p><strong>Background/introduction: </strong>Albuminuria in Diabetes mellitus (DM) patients may lead to nephropathy and end-stage renal disease. Our study aimed to assess the prevalence of albuminuria and its associated predictors among type 2 DM patients in the United Arab Emirates.</p><p><strong>Methods: </strong>A retrospective cross-sectional study was conducted among type 2 DM patients in the diabetic clinic at Fujairah Hospital from 1st January 2016 to 30th January 2020 after getting the ethical clearance. Data were collected electronically from the health information system and analyzed using SPSS version 26. Regression analysis and ANOVA were used for inferential analysis. A P-value of ≤0.05 was considered significant.</p><p><strong>Results and discussion: </strong>Among the 200 patients included in the study, the mean age of the study population was 56 years, and the majority of them were females (71%). The prevalence of albuminuria was found to be 44%. By using regression analysis, glycated hemoglobin (HbA1c; P=0.038) and systolic blood pressure (SBP; P=0.003) were found to be predictors of albuminuria. One way ANOVA revealed that there were significant associations between the albumin levels and HbA1c (P=0.004), SBP (P= 0.002), diastolic blood pressure (DBP; P=0.028), serum creatinine (Scr) (P=0.039), and glomerular filtration rate (GFR; P=0.013).</p><p><strong>Conclusion: </strong>To the best of our knowledge, this is the first study from Fujairah emirate that explored the prevalence and predictors of albuminuria in type 2 DM patients. We found a high prevalence of albuminuria among type 2 DM patients. HbA1c and SBP directly contributed to albuminuria. To improve glycemic control, patients need to improve physical activity, reduce overweight and, adherence to medications that improve overall therapeutic outcomes.</p>","PeriodicalId":10825,"journal":{"name":"Current diabetes reviews","volume":" ","pages":"108-116"},"PeriodicalIF":1.9,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"33538800","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using Machine Learning and Artificial Intelligence to Predict Diabetes Mellitus among Women Population. 利用机器学习和人工智能预测女性糖尿病。
IF 2.4 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-01 DOI: 10.2174/1573399820666230605160212
Ali Mamoon Alfalki

Background: Diabetes Mellitus is a chronic health condition (long-lasting) due to inadequate control of blood levels of glucose. This study presents a prediction of Type 2 Diabetes Mellitus among women using various Machine Learning Algorithms deployed to predict the diabetic condition. A University of California Irvine Diabetes Mellitus Dataset posted in Kaggle was used for analysis.

Methods: The dataset included eight risk factors for Type 2 Diabetes Mellitus prediction, including Age, Systolic Blood Pressure, Glucose, Body Mass Index, Insulin, Skin Thickness, Diabetic Pedigree Function, and Pregnancy. R language was used for the data visualization, while the algorithms considered for the study are Logistic Regression, Support Vector Machines, Decision Trees and Extreme Gradient Boost. The performance analysis of these algorithms on various classification metrics is also presented here, considering the Area Under the Curve and Receiver Operating Characteristics score is the best for Extreme Gradient Boost with 85%, followed by Support Vector Machines and Decision Trees.

Results: The Logistic Regression is showing low performance. But the Decision Trees and Extreme Gradient Boost show promising performance against all the classification metrics. But the Support Vector Machines offers a lower support value; hence it cannot be claimed to be a good classifier. The model showed that the most significant predictors of Type 2 Diabetes Mellitus were strongly correlated with Glucose Levels and mediumly correlated with Body Mass Index, whereas Age, Skin Thickness, Systolic Blood Pressure, Insulin, Pregnancy, and Pedigree Function were less significant. This type of real-time analysis has proved that the symptoms of Type 2 Diabetes Mellitus in women fall entirely different compared to men, which highlights the importance of Glucose Levels and Body Mass Index in women.

Conclusion: The prediction of Type 2 Diabetes Mellitus helps public health professionals to help people by suggesting proper food intake and adjusting lifestyle activities with good fitness management in women to make glucose levels and body mass index controlled. Therefore, the healthcare systems should give special attention to diabetic conditions in women to reduce exacerbations of the disease and other associated symptoms. This work attempts to predict the occurrence of Type 2 Diabetes Mellitus among women on their behavioral and biological conditions.

背景:糖尿病是一种慢性健康状况(长期)由于血糖水平控制不足。本研究使用各种机器学习算法预测女性2型糖尿病。在Kaggle上发布的加州大学欧文分校糖尿病数据集被用于分析。方法:数据集包括预测2型糖尿病的8个危险因素,包括年龄、收缩压、血糖、体重指数、胰岛素、皮肤厚度、糖尿病谱系功能和妊娠。数据可视化使用R语言,研究考虑的算法有Logistic回归、支持向量机、决策树和极端梯度增强。本文还介绍了这些算法在各种分类指标上的性能分析,考虑到曲线下面积和接收者操作特征得分对于极端梯度提升(85%)是最好的,其次是支持向量机和决策树。结果:Logistic回归表现不佳。但是决策树和极端梯度增强在所有分类指标上都表现出很好的性能。但支持向量机的支持值较低;因此,它不能被称为一个好的分类器。该模型显示,2型糖尿病最显著的预测因子与血糖水平密切相关,与体重指数中等相关,而年龄、皮肤厚度、收缩压、胰岛素、妊娠和谱系功能不显著。这种类型的实时分析已经证明,与男性相比,女性2型糖尿病的症状完全不同,这突出了女性血糖水平和体重指数的重要性。结论:2型糖尿病的预测有助于公共卫生专业人员通过建议女性合理的食物摄入和调整生活方式活动以及良好的健身管理来控制血糖水平和体重指数。因此,卫生保健系统应特别关注女性糖尿病状况,以减少疾病恶化和其他相关症状。本研究试图从女性的行为和生理状况来预测2型糖尿病的发生。
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引用次数: 0
期刊
Current diabetes reviews
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