diabetes complications

糖尿病并发症
  • 文章类型: Journal Article
    牙周炎和糖尿病表现出双向关系。这篇叙述性综述描述性地概述了氯己定在糖尿病患者牙周治疗中的作用,重点介绍其对微生物群落的抗菌机制及其抗菌斑作用。尽管氯己定被证明在对抗微生物存在和改善牙龈炎方面是有效的,有大量的支持证据,其对糖尿病患者血糖控制和胰岛素抵抗的影响仍存在争议.此外,氯己定作为辅助化疗药物在妊娠糖尿病牙周治疗中的有效性尚未被研究,强调了研究中的差距,需要进一步的前瞻性研究和随机对照试验。考虑到牙周炎症和血糖水平之间的相互联系,本文最后提倡牙科和医疗专业人员之间的协作护理,以有效地管理糖尿病患者的牙周炎。
    Periodontitis and diabetes mellitus exhibit a bidirectional relationship. This narrative review descriptively outlines the role of chlorhexidine in the periodontal treatment of diabetic patients, focusing on its antimicrobial mechanisms against microbial communities and its antiplaque effects. Although chlorhexidine is proven to be effective in combating microbial presence and improving gingivitis with substantial supporting evidence, its impact on glycemic control and insulin resistance in diabetic patients remains contentious. Additionally, the effectiveness of chlorhexidine as an adjunctive chemotherapeutic in the periodontal treatment of gestational diabetes has not yet been studied, highlighting a gap in research that necessitates further prospective studies and randomized controlled trials. Considering the interconnection between periodontal inflammation and glycemic levels, this article finally advocates for collaborative care between dental and medical professionals to manage periodontitis in diabetic patients effectively.
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  • 文章类型: Systematic Review
    背景:本研究旨在综合和定量检查2型糖尿病(T2DM)及其并发症的健康状况效用值(HSUVs),为选择合适的HSUV估计提供了一个稳健的元回归框架。
    方法:我们进行了系统评价,以提取用于T2DM及其并发症的HSUV,包括各种影响因素。相关文献来自2000-2020年的评论,辅以PubMed的文献,Embase,和WebofScience(截至2024年3月)。进行了多变量元回归来评估测量工具的影响,关税,健康状况,以及HSUV的临床和人口统计学变量。
    结果:我们的搜索产生了118项研究,贡献1044辆越野车。2型糖尿病合并并发症的HSUV各不相同,从脑血管病的0.65到神经病的0.77。EQ-5D-3L是最常用的估值方法。观察到不同仪器的HSUV差异;15-D最高(0.89),而HUI-3的值最低(0.70)。回归分析阐明了工具和关税选择对HSUV的重大影响。与并发症相关的公用事业减量,尤其是糖尿病足,是量化的。年龄<70岁与HSUV增加有关,虽然疾病持续时间较长,高血压,超重和肥胖与HSUV减少相关。
    结论:准确的HSUV对于优化T2DM管理策略至关重要。这项研究为HSUV的选择提供了一个全面的数据池,并量化了各种因素对HSUV的影响,告知分析师和政策制定者了解与T2DM及其并发症相关的效用差异。
    BACKGROUND: This study aimed to synthesize and quantitatively examine Health State Utility Values (HSUVs) for Type 2 Diabetes Mellitus (T2DM) and its complications, providing a robust meta-regression framework for selecting appropriate HSUV estimates.
    METHODS: We conducted a systematic review to extract HSUVs for T2DM and its complications, encompassing various influencing factors. Relevant literature was sourced from a review spanning 2000-2020, supplemented by literature from PubMed, Embase, and the Web of Science (up to March 2024). Multivariate meta-regression was performed to evaluate the impact of measurement tools, tariffs, health status, and clinical and demographic variables on HSUVs.
    RESULTS: Our search yielded 118 studies, contributing 1044 HSUVs. The HSUVs for T2DM with complications varied, from 0.65 for cerebrovascular disease to 0.77 for neuropathy. The EQ-5D-3L emerged as the most frequently employed valuation method. HSUV differences across instruments were observed; 15-D had the highest (0.89), while HUI-3 had the lowest (0.70) values. Regression analysis elucidated the significant effects of instrument and tariff choice on HSUVs. Complication-related utility decrement, especially in diabetic foot, was quantified. Age <70 was linked to increased HSUVs, while longer illness duration, hypertension, overweight and obesity correlated with reduced HSUVs.
    CONCLUSIONS: Accurate HSUVs are vital for the optimization of T2DM management strategies. This study provided a comprehensive data pool for HSUVs selection, and quantified the influence of various factors on HSUVs, informing analysts and policymakers in understanding the utility variations associated with T2DM and its complications.
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  • 文章类型: Journal Article
    对于胰岛素依赖型糖尿病(IDDM)没有安全有效的预防,这使得它高度依赖它的治疗。这项系统评价与随机临床试验的荟萃分析调查了维生素膳食补充剂的总体效果,矿物,微量元素,和具有抗氧化特性的非必需化合物,脂肪酸,和IDDM中的氨基酸。搜索MEDLINE,Embase,中部,LILACS,灰色文献报告,和ClinicaTrials.gov,和引用以前的评论被用来确定到2023年7月发表的报告.使用风险偏倚2(RoB2)工具分析偏倚风险,并使用GRADE评估结果质量。58项研究(n=3,044)纳入定性分析,17项研究(n=723)纳入荟萃分析。定性分析显示,对某些代谢功能标志物的积极作用很少,如内皮和肾功能和血脂。荟萃分析显示omega-3对糖化血红蛋白(HbA1c)有积极作用(RMD=-0.33;95CI:-0.53,-0.12,P=0.002;I2=0%;GRADE:低质量;4项研究)和维生素D对空腹C肽(FCP)(RMD=0.05;95CI:0.01,0.9,P=0.023;I2=0%;极质量;DE4项研究大多数研究显示偏倚担忧或偏倚风险高。由于不同干预措施和指标中的积极结果很少,因此无法推荐IDDM中的饮食补充。纳入研究的严重偏倚风险,和低质量的证据从荟萃分析。维生素D对FCP的阳性结果是初步的,需要进一步调查。
    There is no safe and effective prevention for insulin-dependent diabetes (IDDM) mellitus, which makes it highly dependent on its treatment. This systematic review with meta-analyses of randomized clinical trials investigated the overall effects of dietary supplements of vitamins, minerals, trace elements, and non-essential compounds with antioxidant properties, fatty acids, and amino acids in IDDM. Searches of MEDLINE, Embase, CENTRAL, LILACS, The Grey Literature Report, and ClinicaTrials.gov, and citations from previous reviews were used to identify reports published through July 2023. The Risk of Bias 2 (RoB2) tool was used to analyze the risk of bias and GRADE was used to assess the quality of the results. Fifty-eight studies (n=3,044) were included in qualitative analyses and seventeen (n=723) in meta-analyses. Qualitative analyses showed few positive effects on some metabolic function markers, such as endothelial and renal function and lipid profile. Meta-analyses showed a positive effect of omega-3 on glycated hemoglobin (HbA1c) (RMD=-0.33; 95%CI: -0.53, -0.12, P=0.002; I2=0%; GRADE: low quality; 4 studies) and of vitamin D on fasting C-peptide (FCP) (RMD=0.05; 95%CI: 0.01, 0.9, P=0.023; I2=0%; GRADE: very low quality; 4 studies). Most studies showed bias concern or high risk of bias. A recommendation for dietary supplementation in IDDM cannot be made because of the few positive results within different interventions and markers, the serious risk of bias in the included studies, and the low quality of evidence from meta-analyses. The positive result of vitamin D on FCP is preliminary, requiring further investigation.
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  • 文章类型: Journal Article
    心房颤动(AF)是一种常见的心律失常,对患者预后和医疗保健系统有重大影响。考虑到房颤的发病率随着年龄的增长而上升,以及房颤与疾病的关系,比如糖尿病,越来越多的人对探索可能减轻房颤风险的药物干预措施感兴趣.二甲双胍,一种广泛用于2型糖尿病(T2DM)的抗高血糖药,已经证明了各种心血管益处,包括抗炎和抗氧化特性,导致人们猜测其在房颤预防中的潜在作用。本系统综述综合了五项研究的结果,这些研究检查了二甲双胍使用与T2DM患者AF风险之间的关系。该综述包括一项动态队列研究,三项回顾性队列研究,和一个病例报告,全部来自数据库,比如PubMed,Embase,还有Cochrane图书馆.结果喜忧参半;虽然一些研究表明二甲双胍的使用与降低房颤的发生率有关,其他人报告没有重大关联,特别是在术后设置。最大的队列研究强调了剂量反应关系,提示长期使用二甲双胍与房颤风险降低相关.相反,一例病例报告引发了对二甲双胍诱导的乳酸性酸中毒可能引发AF发作的担忧.这篇综述强调了研究设计和结果的异质性,指出需要更有力的研究来建立因果关系并阐明潜在的机制。未来的研究应优先考虑前瞻性设计,并探索二甲双胍对心房重构和电生理的多效性作用,以更好地了解其在房颤预防中的潜在作用。
    Atrial fibrillation (AF) is a common cardiac arrhythmia with a significant impact on patient outcomes and healthcare systems. Given the rising incidence of AF with age and its association with conditions, such as diabetes, there is growing interest in exploring pharmacological interventions that might mitigate AF risk. Metformin, a widely prescribed antihyperglycemic agent for type 2 diabetes mellitus (T2DM), has demonstrated various cardiovascular benefits, including anti-inflammatory and antioxidative properties, leading to speculations about its potential role in AF prevention. This systematic review synthesizes findings from five studies examining the association between metformin use and AF risk in patients with T2DM. The review included a dynamic cohort study, three retrospective cohort studies, and a case report, all sourced from databases, such as PubMed, Embase, and the Cochrane Library. The results are mixed; while some studies suggest that metformin use is linked to a reduced incidence of AF, others report no significant association, particularly in postoperative settings. The largest cohort study highlighted a dose-response relationship, suggesting prolonged metformin use correlates with lower AF risk. Conversely, a case report raised concerns about metformin-induced lactic acidosis potentially triggering AF episodes. The review underscores the heterogeneity in study designs and outcomes, pointing to the need for more robust research to establish causality and clarify underlying mechanisms. Future studies should prioritize prospective designs and explore the pleiotropic effects of metformin on atrial remodeling and electrophysiology to better understand its potential role in AF prevention.
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  • 文章类型: Journal Article
    由于缺氧等因素,糖尿病伤口比正常慢性伤口更复杂,减少局部血管生成,炎症期延长。纤维状蛋白质,包括胶原蛋白,纤维蛋白,层粘连蛋白,纤连蛋白,弹性蛋白等.,具有优异的固有特性,使它们在伤口愈合领域非常有利。越来越多的证据表明,它们通过促进细胞外基质的修复和重塑来促进糖尿病伤口的愈合过程。刺激血管和肉芽组织的发育,等等。然而,目前缺乏对这些蛋白质在糖尿病伤口中的应用的全面审查。本文的初始部分概述了纤维蛋白的特征以及与糖尿病伤口有关的改变。接下来是最近五年来纤维蛋白的先进应用的总结,包括脱细胞真皮基质,水凝胶,泡沫,脚手架,和静电纺丝纳米纤维膜。与传统的伤口敷料如纱布或绷带相比,这些敷料除了仅覆盖伤口之外还具有积极促进愈合的能力。对纤维蛋白及其在糖尿病伤口愈合中的作用的研究可能会导致新的治疗方式,从而降低糖尿病伤口的发生率,从而增强糖尿病患者的健康。
    Diabetic wounds are more complex than normal chronic wounds because of factors such as hypoxia, reduced local angiogenesis, and prolonged inflammation phase. Fibrous proteins, including collagen, fibrin, laminin, fibronectin, elastin etc., possess excellent inherent properties that make them highly advantageous in the area of wound healing. Accumulating evidence suggests that they contribute to the healing process of diabetic wounds by facilitating the repair and remodel of extracellular matrix, stimulating the development of vascular and granulation tissue, and so on. However, there is currently a lack of a comprehensive review of the application of these proteins in diabetes wounds. An overview of fibrous protein characteristics and the alterations linked to diabetic wounds is given in this article\'s initial section. Next is a summary of the advanced applications of fibrous proteins in the last five years, including acellular dermal matrix, hydrogel, foam, scaffold, and electrospun nanofibrous membrane. These dressings have the ability to actively promote healing in addition to just covering wounds compared to traditional wound dressings like gauze or bandage. Research on fibrous proteins and their role in diabetic wound healing may result in novel therapeutic modalities that lower the incidence of diabetic wounds and thereby enhance the health of diabetic patients.
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  • 文章类型: Journal Article
    自发性细菌性腹膜炎(SBP)是一种严重且可能致命的疾病,通常发生在肝硬化患者中。这项荟萃分析旨在评估糖尿病(DM)作为肝硬化患者SBP的危险因素。
    遵循PRISMA准则,包括15项研究,共76815名患者。使用纽卡斯尔-渥太华量表(NOS)评估偏倚风险。我们使用RevMan软件将结果表示为风险比(RR)和相应的95%置信区间(CI)。此外,我们汇总了纳入研究的DM患者发生SBP的风险比(HR).
    荟萃分析显示,肝硬化DM患者SBP的风险显着增加(HR:1.26;95%CI[1.05-1.51],P=0.01;HR:1.70;95%CI[1.32-2.18],P<.001)。
    该研究表明,DM是SBP的独立危险因素,强调需要在这一特定人群中采取有针对性的预防措施。
    UNASSIGNED: Spontaneous bacterial peritonitis (SBP) represents a critical and potentially lethal condition that typically develops in individuals with liver cirrhosis. This meta-analysis aimed to assess diabetes mellitus (DM) as a risk factor for SBP in liver cirrhotic patients.
    UNASSIGNED: Following PRISMA guidelines, fifteen studies were included, for a total of 76 815 patients. The risk of bias was assessed using the Newcastle-Ottawa scale (NOS). We represented the results as risk ratios (RR) with the corresponding 95% confidence intervals (CI) using RevMan software. Additionally, we pooled the hazard ratios (HR) for developing SBP in patients with DM from the included studies.
    UNASSIGNED: The meta-analysis shows a significantly increased risk of SBP in cirrhotic patients with DM (HR: 1.26; 95% CI [1.05-1.51], P=.01; HR: 1.70; 95% CI [1.32-2.18], P<.001).
    UNASSIGNED: The study signifies that DM is an independent risk factor for SBP, emphasizing the need for targeted preventive measures in this specific population.
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  • 文章类型: Systematic Review
    糖尿病患者血糖管理不当导致微血管和大血管并发症,随后导致高发病率和死亡率。此外,糖尿病独立增加认知障碍并发痴呆的发生。有关认知障碍程度的科学证据将为确定医疗保健需求和规划有效的医疗保健服务提供坚实的基础。尽管如此,没有关于非洲糖尿病患者认知障碍患病率和相关因素的全面数据.
    为了确定这篇评论的相关文章,我们搜索了PubMed,科克伦图书馆,科学直接,非洲在线期刊,谷歌学者。提取后,数据被导入到Stata软件版本11(StataCorp.,TX,美国)进行进一步分析。随机效应模型,特别是DerSimonian和Laird(D+L)混合估计方法,由于所包括的文章之间的高度异质性而使用。使用Begg和Egger回归检验来确定发表偏倚的证据。还进行了亚组分析和敏感性分析以处理异质性。
    非洲糖尿病患者的认知障碍合并患病率为43.99%(95%CI:30.15-57.83,p<0.001)。根据我们的分析,小学教育水平[汇总比值比(POR)=6.08,95%CI:3.57-10.36,I2=40.7%],糖尿病控制不佳(POR=5.85,95%CI:1.64-20.92,I2=87.8%),年龄在60岁以上(POR=3.83,95%95%CI:1.36-10.79,I2=63.7%),糖尿病病程大于10年(POR=1.13;95%CI:1.07~1.19,I2=0.0%)是糖尿病患者认知损害的相关因素。
    根据我们的系统评价,糖尿病患者的认知障碍患病率很高(43.99%).发现认知障碍与小学教育水平等因素有关,糖尿病控制不佳,年龄在60岁以上,和糖尿病持续时间超过10年。开发合适的风险评估工具对于有效解决不受控制的高血糖至关重要。
    https://www.crd.约克。AC.英国/普劳里,标识符CRD42024561484。
    UNASSIGNED: Inappropriate management of blood sugar in patients with diabetes mellitus leads to micro-vascular and macro-vascular complications, subsequently leading to high morbidity and mortality rates. In addition, diabetes independently increases the occurrence of cognitive impairment complicated by dementia. Scientific evidence on the magnitude of cognitive impairment will provide a sound basis for the determination of healthcare needs and the planning of effective healthcare services. Despite this, there are no comprehensive data on the prevalence and associated factors of cognitive impairment among patients with diabetes in Africa.
    UNASSIGNED: To identify relevant articles for this review, we searched PubMed, Cochrane Library, Science Direct, African Journals Online, and Google Scholar. After extraction, the data were imported into Stata software version 11 (Stata Corp., TX, USA) for further analysis. The random-effects model, specifically the DerSimonian and Laird (D+L) pooled estimation method, was used due to the high heterogeneity between the included articles. Begg\'s and Egger\'s regression tests were used to determine the evidence of publication bias. Sub-group analyses and sensitivity analyses were also conducted to handle heterogeneity.
    UNASSIGNED: The pooled prevalence of cognitive impairment among patients with diabetes in Africa is found to be 43.99% (95% CI: 30.15-57.83, p < 0.001). According to our analysis, primary level of education [pooled odds ratio (POR) = 6.08, 95% CI: 3.57-10.36, I 2 = 40.7%], poorly controlled diabetes mellitus (POR = 5.85, 95% CI: 1.64-20.92, I 2 = 87.8%), age above 60 years old (POR = 3.83, 95% 95% CI: 1.36-10.79, I 2 = 63.7%), and diabetes duration greater than 10 years (POR = 1.13; 95% CI: 1.07-1.19, I 2 = 0.0%) were factors associated with cognitive impairment among patients with diabetes.
    UNASSIGNED: Based on our systematic review, individuals with diabetes mellitus exhibit a substantial prevalence rate (43.99%) of cognitive impairment. Cognitive impairment was found to be associated with factors such as primary level of education, poorly controlled diabetes mellitus, age above 60 years, and diabetes duration greater than 10 years. Developing suitable risk assessment tools is crucial to address uncontrolled hyperglycemia effectively.
    UNASSIGNED: https://www.crd.york.ac.uk/prospero, identifier CRD42024561484.
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  • 文章类型: Journal Article
    Pancreas transplant (PTx) is the only treatment that establishes normal glucose levels for patients diagnosed with diabetes types 1 and 2. The paper aims to review and analyze graft survival, patient survival, and the impact on diabetic complications. We describe that the graft survival was 82-98% at 1 year, 90% at 5 years, and 75-54% at 10 years for simultaneous pancreas-kidney recipient; 71% pancreas after kidney (PAK), and 62% PTx alone at 1 year. Patient survival: At 1 year for recipients was 96.9% simultaneous pancreas-kidney transplantation (SPK); for PAK transplantation recipients, 96.3%; and for PTx alone recipients, 98.3%. In general, the pancreas transplantation improves and reverses diabetic complications. Finally, the pancreatic transplant is a morbid procedure and emerges as a significant alternative in diabetes management, directly competing with conventional insulin therapies. Results so far suggest that the most effective transplant model is the SPK. While more patients could benefit from this procedure, surgical complications and the need for immunosuppression pose significant challenges.
    El trasplante de páncreas es el único tratamiento que estabiliza los niveles normales de glucosa en los pacientes diagnosticados con diabetes tipo 1 o tipo 2. En esta revisión se analizan la supervivencia del injerto, la supervivencia del paciente y el impacto en las complicaciones diabéticas. Se describe la supervivencia del injerto: 82-98% al año para los receptores de trasplante simultáneo de páncreas y riñón, 71% para trasplante páncreas después de riñón y 62% para trasplante de páncreas solitario al año. Supervivencia de los pacientes a 1 año: 96.9% para los receptores de trasplante simultáneo de páncreas y riñón, 96.3% para los receptores de trasplante de páncreas después de riñón y 98.3% para los receptores de páncreas solitario. En general, el trasplante de páncreas mejora y revierte las complicaciones diabéticas. Finalmente, el trasplante de páncreas, un procedimiento mórbido, surge como una alternativa significativa en el manejo de la diabetes, compitiendo directamente con las terapias convencionales de insulina. Hasta ahora, los resultados indican que el modelo de trasplante más efectivo es el simultáneo de páncreas y riñón. Aunque más pacientes podrían beneficiarse de este procedimiento, las complicaciones quirúrgicas y la necesidad de inmunosupresión plantean desafíos significativos.
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  • 文章类型: Journal Article
    2型糖尿病(T2DM)是一种常见的慢性疾病,表现为未解决的高血糖(HG),是胰岛素抵抗(IR)和β细胞功能障碍的结果。T2DM的特点是微血管和大血管并发症的风险增加,所有这些都可能是死亡率上升的原因。糖尿病肾病(DNE),神经病变(DNU),视网膜病变(DR)是糖尿病微血管病变最常见的并发症,而糖尿病心肌病(DCM)和外周血管疾病是糖尿病大血管病变的主要并发症。查尔酮(CHs)属于类黄酮家族,通常在某些植物物种中作为类黄酮及其衍生物生物合成中的中间代谢物。具有不同取代基的天然CHs发挥不同的治疗活性,包括抗糖尿病药.然而,天然CHs通过影响基因和/或信号通路在T2DM并发症中的治疗机制尚不清楚.因此,这篇综述总结了实验模型的现有结果,这些实验模型强调了天然CHs作为T2DM并发症治疗药物的机制.
    Diabetes mellitus type 2 (T2DM) is a common chronic condition that presents as unsettled hyperglycemia (HG) and results from insulin resistance (IR) and β-cell dysfunction. T2DM is marked by an increased risk of microvascular and macrovascular complications, all of which can be the cause of increasing mortality. Diabetic nephropathy (DNE), neuropathy (DNU), and retinopathy (DR) are the most common complications of diabetic microangiopathy, while diabetic cardiomyopathy (DCM) and peripheral vascular diseases are the major diabetic macroangiopathy complications. Chalcones (CHs) are in the flavonoid family and are commonly found in certain plant species as intermediate metabolites in the biosynthesis of flavonoids and their derivatives. Natural CHs with different substituents exert diverse therapeutic activities, including antidiabetic ones. However, the therapeutic mechanisms of natural CHs through influencing genes and/or signaling pathways in T2DM complications remain unknown. Therefore, this review summarizes the existing results from experimental models which highlight the mechanisms of natural CHs as therapeutic agents for T2DM complications.
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  • 文章类型: Journal Article
    背景:糖尿病足溃疡是最普遍的,严肃,糖尿病的代价高昂的后果,常伴有周围神经病变和外周动脉疾病。这些溃疡导致患者的高残疾和死亡率,并对临床管理构成重大挑战。
    目的:系统评价糖尿病足溃疡(DFU)患者愈合后复发的风险预测模型,从而为临床工作人员选择合适的预测模型提供参考。
    方法:作者搜索了五个数据库(CochraneLibrary,PubMed,WebofScience,EMBASE,和中国生物医学数据库)从成立到2023年9月23日,获取相关文献。数据提取后,使用预测模型研究偏差风险和适宜性评估工具(PROBAST)评估文献质量。采用STATA17.0软件进行Meta分析。
    结果:共纳入9项研究,涉及5956例患者。DFU愈合后的复发率为6.2%至41.4%。九项研究建立了15种风险预测模型,曲线下面积(AUC)为0.660~0.940,其中12个模型的AUC≥0.7,预测性能良好。9个验证模型的联合AUC值为0.83(95%置信区间:0.79-0.88)。对10个型号进行了Hosmer-Lemeshow测试,5个模型的外部验证,和6个模型的内部验证。荟萃分析表明,14个预测因子,比如年龄和独自生活,可以预测DFU患者愈合后的复发(p<0.05)。
    结论:为了提高这些风险预测模型的质量,在后续持续时间方面,未来有可能有所改善,模型校准,和验证过程。
    BACKGROUND: Diabetic foot ulcer is one of the most prevalent, serious, and costly consequences of diabetes, often associated with peripheral neuropathy and peripheral arterial disease. These ulcers contribute to high disability and mortality rates in patients and pose a major challenge to clinical management.
    OBJECTIVE: To systematically review the risk prediction models for post-healing recurrence in diabetic foot ulcer (DFU) patients, so as to provide a reference for clinical staff to choose appropriate prediction models.
    METHODS: The authors searched five databases (Cochrane Library, PubMed, Web of Science, EMBASE, and Chinese Biomedical Database) from their inception to September 23, 2023, for relevant literature. After data extraction, the quality of the literature was evaluated using the Predictive Model Research Bias Risk and Suitability Assessment tool (PROBAST). Meta-analysis was performed using STATA 17.0 software.
    RESULTS: A total of 9 studies involving 5956 patients were included. The recurrence rate after DFU healing ranged from 6.2 % to 41.4 %. Nine studies established 15 risk prediction models, and the area under the curve (AUC) ranged from 0.660 to 0.940, of which 12 models had an AUC≥0.7, indicating good prediction performance. The combined AUC value of the 9 validation models was 0.83 (95 % confidence interval: 0.79-0.88). Hosmer-Lemeshow test was performed for 10 models, external validation for 5 models, and internal validation for 6 models. Meta-analysis showed that 14 predictors, such as age and living alone, could predict post-healing recurrence in DFU patients (p < 0.05).
    CONCLUSIONS: To enhance the quality of these risk prediction models, there is potential for future improvements in terms of follow-up duration, model calibration, and validation processes.
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