Diabetic Foot

糖尿病足
  • 文章类型: Journal Article
    糖尿病足溃疡(DFU)在糖尿病护理中提出了重大挑战。然而,对愈合和非愈合DFU之间潜在的生物学差异的全面理解仍然难以捉摸。我们对公开的转录组测序数据进行了生物信息学分析,试图阐明这些差异。我们的分析包括差异分析,以揭示非愈合和愈合DFU之间细胞组成和基因表达谱的变化。使用CellchatR包探索了细胞通信改变。假时间分析和细胞TRACE使我们能够剖析成纤维细胞亚群内的异质性。我们的发现揭示了各种细胞类型的破坏,局部低度炎症,系统性抗原加工和呈递受损,和广泛的细胞外基质信号紊乱在不愈合DFU患者。这些异常中的一些在愈合的DFU中部分恢复,特别是在异常的ECM受体信号通路内。此外,我们区分了非愈合和愈合DFU中不同的成纤维细胞亚群,每个都有独特的生物学功能。愈合相关的成纤维细胞表现出增强的细胞外基质(ECM)重塑和强大的伤口愈合反应,而非愈合相关的成纤维细胞显示出细胞衰老和补体激活的迹象,在其他特征中。这项分析提供了对伤口愈合微环境的深刻见解,确定DFU愈合促进的关键细胞类型,并揭示了DFU管理的潜在治疗目标。
    Diabetic foot ulcers (DFUs) pose a significant challenge in diabetes care. Yet, a comprehensive understanding of the underlying biological disparities between healing and non-healing DFUs remains elusive. We conducted bioinformatics analysis of publicly available transcriptome sequencing data in an attempt to elucidate these differences. Our analysis encompassed differential analysis to unveil shifts in cell composition and gene expression profiles between non-healing and healing DFUs. Cell communication alterations were explored employing the Cellchat R package. Pseudotime analysis and cytoTRACE allowed us to dissect the heterogeneity within fibroblast subpopulations. Our findings unveiled disruptions in various cell types, localized low-grade inflammation, compromised systemic antigen processing and presentation, and extensive extracellular matrix signaling disarray in non-healing DFU patients. Some of these anomalies partially reverted in healing DFUs, particularly within the abnormal ECM-receptor signaling pathway. Furthermore, we distinguished distinct fibroblast subpopulations in non-healing and healing DFUs, each with unique biological functions. Healing-associated fibroblasts exhibited heightened extracellular matrix (ECM) remodeling and a robust wound healing response, while non-healing-associated fibroblasts showed signs of cellular senescence and complement activation, among other characteristics. This analysis offers profound insights into the wound healing microenvironment, identifies pivotal cell types for DFU healing promotion, and reveals potential therapeutic targets for DFU management.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    糖尿病足(DF)溃疡是糖尿病患者常见的并发症之一。发病率和截肢率高,严重影响患者的生活质量和健康。因此,如何有效预防和治疗DF溃疡,降低截肢率已成为医学领域亟待解决的问题。作为DF溃疡患者的综合护理模式,综合护理干预旨在提高治疗效果和预后,降低截肢率。采用方便抽样法选取2013年7月至2023年7月接受DF溃疡常规护理的360例DF患者进行回顾性队列分析。根据暴露因素的存在(综合护理干预),180例患者分为不雅察组和对比组。基本的人口统计数据,截肢率,足溃疡的严重程度,神经病和血管疾病,比较两组血糖控制情况。数据采用SPSS26.0进行分析。采用Harman单因素检验检验研究数据是否存在共同方法偏倚。描述性分析,采用Spearman秩相关分析和多元线性回归分析DF患者截肢率的现状以及综合护理干预对DF患者截肢率的影响。观察组的截肢率为2.8%,对照组为8.3%。观察组的截肢率在年龄组中普遍较高,在中学及以下文化程度和经济状况<5000元的观察组截肢率较高。差异有统计学意义(P<0.05)。年龄(优势比[OR]=1.96;95%置信区间[CI]:0.88-4.38),教育水平(OR=1.30;95%CI:1.69-6.46),经济状况(OR=2.28;95%CI:1.69-10.85)是影响截肢率的独立危险因素(P<.05)。综合护理干预对降低DF患者截肢率起到了积极作用。
    Diabetic foot (DF) ulcer is one of the common complications of diabetic patients, with high incidence and amputation rate, which seriously affects the quality of life and health of patients. Therefore, how to effectively prevent and treat DF ulcers and reduce amputation rate has become an urgent problem in the medical field. As a comprehensive nursing model for patients with DF ulcers, comprehensive nursing intervention is designed to improve the therapeutic effect and prognosis and reduce the rate of amputation. Convenient sampling method was used to select 360 patients with DF who received routine care for DF ulcers from July 2013 to July 2023 for retrospective cohort analysis. According to the existence of exposure factors (comprehensive nursing intervention), 180 cases were divided into observation group and comparison group. The basic demographic data, amputation rate, severity of foot ulcer, neuropathy and vascular disease, and blood glucose control were compared between the 2 groups. The data was analyzed using SPSS26.0. Harman single factor test was used to check whether there was common method bias in the study data. Descriptive analysis, Spearman rank correlation analysis and multiple linear regression analysis were used to analyze the current situation of amputation rate of DF patients and the influence of comprehensive nursing intervention on the amputation rate of DF patients. The amputation rate was 2.8% in the Observation group compared to 8.3% in the Comparison group. The amputation rate of the observation group was generally higher in the age group, and the amputation rate of the observation group was higher in the middle school education level and below and the economic status of <5000 yuan. The difference was statistically significant (P < .05). Age (odds ratio [OR] = 1.96; 95% confidence interval [CI]: 0.88-4.38), education level (OR = 1.30; 95% CI: 1.69-6.46), economic status (OR = 2.28; 95% CI: 1.69-10.85) was an independent risk factor for amputation rate (P < .05). Comprehensive nursing interventions have played a positive role in reducing the rate of amputation in patients with DF.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: English Abstract
    目的:探讨万古霉素硫酸钙联合内固定治疗糖尿病足跟骨骨髓炎继发跟骨喙样骨折的临床疗效。
    方法:2018年4月至2021年10月,对5例糖尿病足继发跟骨骨髓炎患者进行回顾性分析。包括2名男性和3名女性,年龄48~60岁;糖尿病病程5~13年;糖尿病足病程18~52天;5例按Wagner分级为Ⅲ级。所有患者均接受清创治疗,万古霉素骨水泥植入,Ⅰ期负压抽吸,万古霉素硫酸钙和Ⅱ期内固定治疗跟骨喙样骨折。记录手术切口及骨折愈合时间,观察骨髓炎的复发。对术后12个月的美国骨科足踝协会(AOFAS)评分及渗出情况进行评价。
    结果:5例患者均顺利完成手术,无下肢血管阻塞,随访16~36个月。内固定术后创面愈合时间为16~26天,骨折愈合时间16~27周。术后12个月AOFAS评分65~91分,2名患者获得了优异的效果,2个好,1个公平。其中,1例术后5个月因烫伤引起足背部皮肤溃疡(无并发症),经治疗后痊愈;2例患者发生伤口渗漏并发症,并在换药后恢复。所有患者均未发生骨髓炎或骨折。
    结论:万古霉素硫酸钙内固定治疗糖尿病足继发跟骨骨髓炎不仅能控制感染,还能促进骨折愈合,取得了良好的临床效果。
    OBJECTIVE: To explore clinical effect of vancomycin calcium sulfate combined with internal fixation on calcaneal beak-like fracture secondary to calcaneal osteomyelitis caused by diabetic foot.
    METHODS: From April 2018 to October 2021, a retrospective analysis was performed on 5 patients with calcaneal bone osteomyelitis secondary to diabetic foot, including 2 males and 3 females, aged from 48 to 60 years old;diabetes course ranged from 5 to 13 years;the courses of diabetic foot disease ranged from 18 to 52 days;5 patients were grade Ⅲ according to Wagner classification. All patients were treated with debridement, vancomycin bone cement implantation, negative pressure aspiration at stageⅠ, vancomycin calcium sulfate and internal fixation at stageⅡfor calcaneal beak-like fracture. Surgical incision and fracture healing time were recorded, and the recurrence of osteomyelitis was observed. American Orthopedic Foot Andankle Society (AOFAS) score and exudation at 12 months after operation were evaluated.
    RESULTS: Five patients were successfully completed operation without lower extremity vascular occlusion, and were followed up for 16 to 36 months. The wound healing time after internal fixation ranged from 16 to 26 days, and healing time of fractures ranged from 16 to 27 weeks. AOFAS score ranged from 65 to 91 at 12 months after operation, and 2 patients got excellent result, 2 good and 1 fair. Among them, 1 patient with skin ulcer on the back of foot caused by scalding at 5 months after operation (non-complication), was recovered after treatment;the wound leakage complication occurred in 2 patients, and were recovered after dressing change. No osteomyelitis or fracture occurred in all patients.
    CONCLUSIONS: Vancomycin calcium sulfate with internal fixation in treating calcaneal osteomyelitis secondary to calcaneal osteomyelitis caused by diabetic foot could not only control infection, but also promote fracture healing, and obtain good clinical results.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Letter
    暂无摘要。
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    糖尿病足溃疡(DFU)是糖尿病患者高位截肢的主要原因,伤口愈合率低,感染发生率高。血管内皮生长因子(VEGF)在糖尿病(DM)相关并发症中起重要作用。本研究旨在探讨VEGF在DFU中的表达及其对预后的预测价值。为DFU相关不良事件的预防提供依据。我们分析了502名患者,愈合组328例,未愈合/复发组174例。通过Spearman相关分析比较患者的一般临床资料和实验室指标。ROC分析和logistic回归分析。最后,证实了DFU患者不良预后的独立危险因素.Spearman分析显示DFU愈合率与ABI呈正相关,伤口组织中的VEGF,VEGF表达阳性率,与DM持续时间呈负相关,FPG,HbA1c,TC,Scr,BUN,和血清VEGF。进一步的逻辑回归分析发现,DM持续时间,FPG,HbA1c,ABI,血清VEGF,伤口组织中的VEGF,VEGF表达阳性率是DFU不良预后的独立危险因素(p<0.05)。DM持续时间,FPG,HbA1c,ABI,血清VEGF,伤口组织中的VEGF,VEGF表达阳性率是影响DFU患者预后的独立危险因素。有这些危险因素的患者应及时筛查,这对预防DFU相关不良事件和改善预后具有重要意义。
    Diabetic foot ulcer (DFU) is a leading cause of high-level amputation in DM patients, with a low wound healing rate and a high incidence of infection. Vascular endothelial growth factor (VEGF) plays an important role in diabetes mellitus (DM) related complications. This study aims to explore the VEGF expression and its predictive value for prognosis in DFU, in order to provide basis for the prevention of DFU related adverse events. We analyzed 502 patients, with 328 in healing group and 174 in non-healing/recurrent group. The general clinical data and laboratory indicators of patients were compared through Spearman correlation analysis, ROC analysis and logistic regression analysis. Finally, the independent risk factors for adverse prognosis in DFU patients were confirmed. Spearman analysis reveals a positive correlation between the DFU healing rate and ABI, VEGF in wound tissue, and positive rate of VEGF expression, and a negative correlation with DM duration, FPG, HbA1c, TC, Scr, BUN, and serum VEGF. Further logistic regression analysis finds that the DM duration, FPG, HbA1c, ABI, serum VEGF, VEGF in wound tissue, and positive rate of VEGF expression are the independent risk factors for adverse prognosis in DFU (p < 0.05). DM duration, FPG, HbA1c, ABI, serum VEGF, VEGF in wound tissue, and positive rate of VEGF expression are the independent risk factors for prognosis in DFU patients. Patients with these risk factors should be screened in time, which is of great significance to prevent DFU related adverse events and improve outcomes.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    本研究旨在开发一种新型明胶氧化银材料,用于释放一氧化氮生物纳米复合伤口敷料,化学,和抗菌性能的糖尿病伤口的治疗。明胶-氧化银纳米颗粒(Ag2O-NP)生物纳米复合材料是使用壳聚糖和明胶聚合物与氧化银纳米颗粒通过冷冻干燥方法制备的。使用扫描电子显微镜(SEM)和X射线衍射(XRD)分析对样品进行了表征。结果表明,Ag2O-NP纳米颗粒增加了孔隙率,孔径减小,提高了弹性模量。Ag2O-NP伤口敷料对金黄色葡萄球菌和大肠杆菌表现出最有效的抗菌性能。在样本中,含有氧化银纳米颗粒的伤口敷料表现出优异的物理和机械性能,孔隙率为48%,抗拉强度为3.2MPa,弹性模量为51.7MPa。制造的伤口敷料的空空间与总体积的体积比在40%至60%的范围内。并行,考虑到糖尿病的并发症及其对血管系统的影响,研究的另一方面集中在开发一种能够释放一氧化氮气体以再生受损血管并加速糖尿病伤口愈合的全介导伤口敷料。壳聚糖,一种生物相容性和生物可降解的聚合物,被选为伤口敷料的基质,和β-甘油磷酸盐(GPβ),三聚磷酸盐(TPP),和过2介导的藻酸盐(AL)用作交联剂。在扫描电子显微镜测试中,壳聚糖-海藻酸盐(CS-AL)伤口敷料在孔数和均匀性方面表现出最佳特征。它还表现出优异的吸水率(3854%)和最小的透气性。此外,CS-AL样品在14天后表现出80%的降解率,表明其作为伤口敷料的适用性。伤口敷料装载有S-亚硝基谷胱甘肽(GSNO)粉末,通过油脂测试确认一氧化氮气体的成功释放,在540nm的波长处显示峰值。随后的研究表明,用高糖处理人脐静脉内皮细胞(HUVECs)导致PER2和SIRT1的表达降低,而PER2的表达增加,这可能随后增强SIRT1的表达并促进细胞增殖活性。然而,用改性材料处理细胞后,观察到PER2和SIRT1的表达增加,导致细胞增殖活性的部分恢复。这项综合研究成功开发了per2介导的生物纳米复合伤口敷料,机械,化学,和抗菌性能。氧化银纳米颗粒的掺入增强了抗菌活性,而从敷料释放的一氧化氮气体证明了减轻高葡萄糖水平引起的血管内皮细胞损伤的能力。这些进步显示出通过解决与糖尿病相关的并发症并增强整体伤口愈合来促进糖尿病伤口愈合过程的有希望的潜力。
    This study aimed to develop a novel Gelatin silver oxide material for releasing nitric oxide bionanocomposite wound dressing with enhanced mechanical, chemical, and antibacterial properties for the treatment of diabetic wounds. The gelatin- silver oxide nanoparticles (Ag2O-NP) bio nanocomposite was prepared using chitosan and gelatin polymers incorporated with silver oxide nanoparticles through the freeze-drying method. The samples were characterized using scanning electron microscopy (SEM) and X-ray diffraction (XRD) analysis. Results showed that the Ag2O-NP nanoparticles increased porosity, decreased pore size, and improved elastic modulus. The Ag2O-NP wound dressing exhibited the most effective antibacterial properties against Staphylococcus aureus and Escherichia coli. Among the samples, the wound dressing containing silver oxide nanoparticles demonstrated superior physical and mechanical properties, with 48% porosity, a tensile strength of 3.2 MPa, and an elastic modulus of 51.7 MPa. The fabricated wound dressings had a volume ratio of empty space to total volume ranging from 40% to 60%. In parallel, considering the complications of diabetes and its impact on the vascular system, another aspect of the research focused on developing a per2mediated wound dressing capable of releasing nitric oxide gas to regenerate damaged vessels and accelerate diabetic wound healing. Chitosan, a biocompatible and biodegradable polymer, was selected as the substrate for the wound dressing, and beta-glycerophosphate (GPβ), tripolyphosphate (TPP), and per2mediated alginate (AL) were used as crosslinkers. The chitosan-alginate (CS-AL) wound dressing exhibited optimal characteristics in terms of hole count and uniformity in the scanning electron microscope test. It also demonstrated superior water absorption (3854%) and minimal air permeability. Furthermore, the CS-AL sample exhibited an 80% degradation rate after 14 days, indicating its suitability as a wound dressing. The wound dressing was loaded with S-nitrosoglutathione (GSNO) powder, and the successful release of nitric oxide gas was confirmed through the grease test, showing a peak at a wavelength of 540 nm. Subsequent investigations revealed that the treatment of human umbilical vein endothelial cells (HUVECs) with high glucose led to a decrease in the expression of PER2 and SIRT1, while the expression of PER2 increased, which may subsequently enhance the expression of SIRT1 and promote cell proliferation activity. However, upon treatment of the cells with the modified materials, an increase in the expression of PER2 and SIRT1 was observed, resulting in a partial restoration of cell proliferative activity. This comprehensive study successfully developed per2-mediated bio-nanocomposite wound dressings with improved physical, mechanical, chemical, and antibacterial properties. The incorporation of silver oxide nanoparticles enhanced the antimicrobial activity, while the released nitric oxide gas from the dressing demonstrated the ability to mitigate vascular endothelial cell damage induced by high glucose levels. These advancements show promising potential for facilitating the healing process of diabetic wounds by addressing complications associated with diabetes and enhancing overall wound healing.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:了解残疾后因DFU而接受LEA的个体的经历。
    方法:定性研究中的描述性研究设计。
    方法:本定性描述性研究采用半结构化访谈。有目的地选择并采访了11例因DFU而接受LEA的中年患者(45-59岁)。定性数据进行了主题分析。
    结果:确定了三个主题和10个子主题。主题是(1)角色功能混乱,(2)自我概念压力和(3)不合理的客观支持。子主题包括(1)削弱职业角色,(2)家庭角色颠倒,(3)社会角色制约,(4)过度注重外观,(5)沉浸在患者体验中,(6)带着信仰生活,(7)独立意识的两极分化,(8)同伴支持的感知效益低,(9)存在治疗中断和(10)医疗决策参与不力。
    OBJECTIVE: To understand the experiences of individuals who undergo LEA due to DFU after disability.
    METHODS: A descriptive research design in qualitative research.
    METHODS: Semi-structured interviews were used in this qualitative descriptive study. Eleven middle-aged patients (45-59 years) who underwent LEA due to DFU were purposively selected and interviewed. Qualitative data were thematically analysed.
    RESULTS: Three themes and 10 subthemes were identified. The themes were (1) role function confusion, (2) self-concept stress and (3) unreasonable objective support. Subthemes included (1) weakened career role, (2) family role reversal, (3) social role restriction, (4) over-focusing on appearance, (5) immersion in patient experience, (6) living with faith, (7) polarization of independent consciousness, (8) low perceived benefits of peer support, (9) existence of treatment disruption and (10) poor participation in medical decision-making.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:糖尿病足溃疡(DFU)是糖尿病最严重的并发症,由于其高发病率和致残率以及常规治疗的疗效差,已成为全球性的健康问题。因此,目前迫切需要寻找新的分子靶点来改善DFU患者的预后和降低致残率。
    结果:在本研究中,从GEO数据库下载与DFU相关的大量RNA-seq和scRNA-seq.我们通过差异分析和WGCNA分析确定了1393个DFU相关的DEGs,GO/KEGG分析表明,这些基因与溶酶体和免疫/炎症反应有关。此后不久,我们确认了CLU,RABGEF1和ENPEP作为DFU的DLG,使用三种机器学习算法(Randomforest,SVM-RFE和LASSO),并在独立于本研究的验证队列中验证了它们的诊断性能。随后,我们构建了一种新的基于DLGs的DFU分子诊断的人工神经网络模型,并且在训练和验证队列中的诊断表现良好.在单细胞测序中,DLGs的异质表达也为它们成为潜在的诊断靶点提供了有利的证据.此外,免疫浸润分析结果表明,主流免疫细胞丰富,包括B/T细胞,在DFU中下调,并与DLGs的表达显着相关。最后,我们发现了Latamoxef,小白菊内酯,甲氯芬酯,和洛莫司汀通过靶向DLGs成为有希望的抗DFU药物。
    结论:CLU,RABGEF1和ENPEP可用作DFU的新型溶酶体分子特征,通过瞄准他们,latamoxef,小白菊内酯,甲氯芬酯和洛莫司汀被确定为有希望的抗DFU药物。本研究为DFU的诊断和治疗以及改善DFU患者的预后提供了新的视角。
    BACKGROUND: Diabetic foot ulcers (DFU) is the most serious complication of diabetes mellitus, which has become a global health problem due to its high morbidity and disability rates and the poor efficacy of conventional treatments. Thus, it is urgent to identify novel molecular targets to improve the prognosis and reduce disability rate in DFU patients.
    RESULTS: In the present study, bulk RNA-seq and scRNA-seq associated with DFU were downloaded from the GEO database. We identified 1393 DFU-related DEGs by differential analysis and WGCNA analysis together, and GO/KEGG analysis showed that these genes were associated with lysosomal and immune/inflammatory responses. Immediately thereafter, we identified CLU, RABGEF1 and ENPEP as DLGs for DFU using three machine learning algorithms (Randomforest, SVM-RFE and LASSO) and validated their diagnostic performance in a validation cohort independent of this study. Subsequently, we constructed a novel artificial neural network model for molecular diagnosis of DFU based on DLGs, and the diagnostic performance in the training and validation cohorts was sound. In single-cell sequencing, the heterogeneous expression of DLGs also provided favorable evidence for them to be potential diagnostic targets. In addition, the results of immune infiltration analysis showed that the abundance of mainstream immune cells, including B/T cells, was down-regulated in DFUs and significantly correlated with the expression of DLGs. Finally, we found latamoxef, parthenolide, meclofenoxate, and lomustine to be promising anti-DFU drugs by targeting DLGs.
    CONCLUSIONS: CLU, RABGEF1 and ENPEP can be used as novel lysosomal molecular signatures of DFU, and by targeting them, latamoxef, parthenolide, meclofenoxate and lomustine were identified as promising anti-DFU drugs. The present study provides new perspectives for the diagnosis and treatment of DFU and for improving the prognosis of DFU patients.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:评估心脏自主神经功能的差异,糖尿病足(DF)患者与无DF的糖尿病患者之间的心脏结构和舒张功能。
    方法:共413例DF患者和437例无DF患者接受24小时心电图Holter和多普勒超声心动图检查。评价心脏自主神经功能的心率变异性参数,以及评估心脏结构和左心室(LV)舒张功能的指标,包括左心房,LV后壁厚度,室间隔和E/E比值,被测量或计算。倾向评分匹配用于敏感性分析以最小化潜在的不平衡。
    结果:在粗得分和倾向得分匹配分析中,在有和没有DF的个体之间观察到心率变异性的显着差异,正常窦性间隔的标准偏差较低,较低的低频功率/高频功率比,5分钟平均RR间隔的较低标准偏差,较低的低频功率,正常相邻RR间期差>50ms的百分比较低,连续RR间期差异均方根较低,高频功率较低(均P<0.05)。在多变量分析中,DF与上述心率变异性指标呈独立负相关(均P<0.05)。患有DF的人显示左心房较高,LV后壁厚度,在粗分析中,室间隔和E/E比值高于无DF的水平(均P<0.05),而在多变量分析和倾向评分匹配分析中,这些指标不再与DF相关.
    结论:患有DF的个体比没有DF的个体心脏自主神经调节受损更严重。没有足够的证据证明DF和LV舒张功能障碍的独立关联。
    OBJECTIVE: To evaluate the differences in cardiac autonomic function, cardiac structure and diastolic function between individuals with diabetic foot (DF) and those with diabetes but without DF.
    METHODS: A total of 413 individuals with DF and 437 without DF who underwent a 24-h electrocardiogram Holter and a Doppler echocardiogram were included. The heart rate variability parameters to evaluate cardiac autonomic function, and the indices for the assessment of cardiac structure and left ventricular (LV) diastolic function, including left atrium, LV posterior wall thickness, interventricular septum and E/e\' ratio, were measured or calculated. Propensity score matching was used for the sensitivity analysis to minimize potential imbalance.
    RESULTS: In both the crude and propensity score matching analyses, significant differences were observed in heart rate variability between individuals with and without DF, as evidenced by lower standard deviation of the normal sinus interval, lower low-frequency power/high-frequency power ratio, lower standard deviation of the 5-min average RR intervals, lower low-frequency power, lower percentage of normal adjacent RR interval difference >50 ms, lower root mean square of successive RR interval differences and lower high-frequency power (all P < 0.05). In multivariate analysis, DF showed an independent negative correlation with the aforementioned indices of heart rate variability (all P < 0.05). Individuals with DF showed higher left atrium, LV posterior wall thickness, interventricular septum and a higher E/e\' ratio than those without DF in the crude analysis (all P < 0.05), whereas these indices were no longer associated with DF in the multivariate analysis and the propensity score matching analyses.
    CONCLUSIONS: Cardiac autonomic modulation was more severely impaired in individuals with DF than in their counterparts without DF. There has been insufficient evidence to demonstrate the independent association of DF and LV diastolic dysfunction.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:许多研究已经开发或验证了旨在估计糖尿病足(DF)患者截肢可能性的预测模型。然而,这些模型在临床实践和未来研究中的质量和适用性仍不确定.本研究对DF患者中截肢预测模型的偏倚风险和适用性进行了系统的回顾和评估。
    方法:在多个数据库中进行了全面搜索,包括PubMed,WebofScience,EBSCOCINAHLPlus,Embase,科克伦图书馆,中国国家知识基础设施(CNKI),万方,中国生物医学文献数据库(CBM),和维普(VIP)从成立到2023年12月24日。两名调查人员独立筛选了文献,并使用检查表进行了关键评估和数据提取,以对预测模型研究进行系统评价。采用预测模型偏差风险评估工具(PROBAST)检查表评估偏差风险和适用性。
    结果:本分析共纳入20项研究,包括17项发展研究和三项验证研究,包括20个预测模型和11个分类系统。DF患者截肢的发生率为5.9%至58.5%。超过一半的研究采用了基于机器学习的方法。报告的曲线下面积(AUC)在0.560至0.939之间变化。多变量模型一致确定的独立预测因素包括年龄,性别,HbA1c,血红蛋白,白细胞计数,低密度脂蛋白胆固醇,糖尿病持续时间,和瓦格纳的分类。所有研究都被发现有很高的偏倚风险,主要归因于对结果事件的处理不当和数据缺失,缺乏典型的绩效评估,和过度拟合。
    结论:使用PROBAST进行的评估显示,在DF患者截肢的现有预测模型中存在显著的偏倚风险。未来的研究必须专注于增强当前预测模型的鲁棒性或以严格的方法构建新模型。
    BACKGROUND: Numerous studies have developed or validated prediction models aimed at estimating the likelihood of amputation in diabetic foot (DF) patients. However, the quality and applicability of these models in clinical practice and future research remain uncertain. This study conducts a systematic review and assessment of the risk of bias and applicability of amputation prediction models among individuals with DF.
    METHODS: A comprehensive search was conducted across multiple databases, including PubMed, Web of Science, EBSCO CINAHL Plus, Embase, Cochrane Library, China National Knowledge Infrastructure (CNKI), Wanfang, Chinese Biomedical Literature Database (CBM), and Weipu (VIP) from their inception to December 24, 2023. Two investigators independently screened the literature and extracted data using the checklist for critical appraisal and data extraction for systematic reviews of prediction modeling studies. The Prediction Model Risk of Bias Assessment Tool (PROBAST) checklist was employed to evaluate both the risk of bias and applicability.
    RESULTS: A total of 20 studies were included in this analysis, comprising 17 development studies and three validation studies, encompassing 20 prediction models and 11 classification systems. The incidence of amputation in patients with DF ranged from 5.9 to 58.5%. Machine learning-based methods were employed in more than half of the studies. The reported area under the curve (AUC) varied from 0.560 to 0.939. Independent predictors consistently identified by multivariate models included age, gender, HbA1c, hemoglobin, white blood cell count, low-density lipoprotein cholesterol, diabetes duration, and Wagner\'s Classification. All studies were found to exhibit a high risk of bias, primarily attributed to inadequate handling of outcome events and missing data, lack of model performance assessment, and overfitting.
    CONCLUSIONS: The assessment using PROBAST revealed a notable risk of bias in the existing prediction models for amputation in patients with DF. It is imperative for future studies to concentrate on enhancing the robustness of current prediction models or constructing new models with stringent methodologies.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号