Lower extremity

下肢
  • 文章类型: Journal Article
    本研究的目的是探讨导管溶栓(CDT)治疗后血栓形成综合征(PTS)对急性下肢深静脉血栓形成(DVT)的危险因素。
    我们回顾性选择了171例接受CDT治疗的急性下肢DVT患者,收集患者的临床数据,根据治疗后1年的随访结果进行分组,将PTS患者纳入并发组,未发生PTS的患者纳入非并发组.应用单因素分析和Logistic回归分析急性下肢DVT置管溶栓治疗后发生PTS的危险因素。我们应用R4.2.3软件构建了三个混合机器学习模型,包括一个列线图,决策树,和以独立影响因素为预测变量的随机森林。
    急性下肢DVT中CDT后PTS的发生率为36.84%。BMI>24.33kg/m2,发病时间>7d,混合性DVT,静脉曲张病史,应激治疗时间>6.5个月,和过滤器类别是CDT治疗急性下肢DVT后PTS的独立危险因素。随机森林模型预测的AUC值高于列线图模型(Z=-2.337,P=0.019)和决策树模型(Z=-2.995,P=0.003)。
    CDT治疗急性下肢DVT后PTS的发生与多种因素密切相关,建立的随机森林模型对PTS并发PTS的预测效果最好。
    UNASSIGNED: The purpose of the research is to explore post-thrombotic syndrome (PTS) after catheter-directed thrombolysis (CDT) treatment for acute lower extremity deep vein thrombosis (DVT) risk factors.
    UNASSIGNED: We retrospectively selected 171 patients with acute lower extremity DVT undergoing CDT treatment, collected clinical data of the patients, grouped them according to the follow-up results of 1 year after treatment, and included patients with PTS into the concurrent group and patients who did not develop PTS assigned to the unconcurrent group. Univariate analysis and Logistic regression were applied to analyze the risk factors of PTS after catheterization and thrombolytic therapy for acute lower extremity DVT. We applied R4.2.3 software to build three hybrid machine-learning models, including a nomogram, decision tree, and random forest with independent influencing factors as predictive variables.
    UNASSIGNED: The incidence of PTS after CDT in acute lower extremity DVT was 36.84 %. BMI >24.33 kg/m2, disease time >7 d, mixed DVT, varicose vein history, stress treatment time>6.5 months, and filter category were independent risk factors for PTS after CDT treatment for acute lower extremity DVT. The AUC value predicted by the random forest model was higher than that of the nomogram model (Z = -2.337, P = 0.019) and the decision tree model (Z = -2.995, P = 0.003).
    UNASSIGNED: The occurrence of PTS after CDT treatment of acute lower extremity DVT is closely related to many factors, and the established random forest model had the best effect in predicting PTS complicated with PTS.
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  • 文章类型: Case Reports
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  • 文章类型: Journal Article
    背景:可以使用多频生物电阻抗分析(BIA)测量肌肉质量和相位角(PhA)。髋关节骨关节炎(OAhip)导致下肢变形的肌肉质量和PhA减少。然而,以前的研究没有考虑性别的影响,因此,肌肉质量之间的关系,PhA,和运动功能仍不清楚。本研究旨在阐明PhA,使用BIA测量的肌肉质量和质量指数,OAhip女性患者步态和站立时的运动功能。
    方法:使用BIA测量OAhip患者的肌肉质量和PhA。运动功能使用定时上升和前进测试进行评估,地面反应/重量,力发展率/重量,站立时骨关节炎(OA)和对侧之间的负荷比。测试了OA侧和对侧下肢之间的差异,以阐明变形下肢的特征。使用以年龄为控制变量的偏相关系数和以每个运动函数为因变量和年龄为变量的多元回归分析来确定每个运动函数之间的关系,OA侧肌肉质量/体重比,和PhA作为独立变量。
    结果:本研究涉及60名OAhip患者(年龄65.6±7.6岁,高度154.2±6.0cm,体重56.8±10.5kg),计划用于单侧全髋关节置换术。肌肉质量,PhA,和下肢负荷比在OA侧下肢明显下降。此外,使用年龄作为控制变量的偏相关系数,PhA与站立和行走相关的运动功能显着相关,多元回归分析显示,PhA与各运动功能独立相关。
    结论:考虑肌肉质量而不是肌肉质量的评估和干预措施很重要。
    BACKGROUND: Muscle mass and phase angle (PhA) can be measured using multi-frequency bioelectrical impedance analysis (BIA). Osteoarthritis of the hip (OAhip) causes decreased muscle mass and PhA in the deformed lower limb. However, previous studies have not accounted for the influence of sex, and thus, the relationship between muscle mass, PhA, and motor function remains unclear. This study aimed to elucidate the relationship between PhA, an index of muscle mass and quality measured using BIA, and motor function during gait and standing in female patients with OAhip.
    METHODS: Muscle mass and PhA of patients with OAhip were measured using BIA. Motor function was evaluated using the Timed Up and Go test, ground reaction/weight, rate of force development/weight, and load ratio between the osteoarthritic (OA) and contralateral sides when standing up. The difference between the OA side and the contralateral lower limb was tested to clarify the characteristics of the deformed lower limb. The relationship between each motor function was determined using a partial correlation coefficient with age as a control variable and multiple regression analysis with each motor function as the dependent variable and age, OA-side muscle mass/body weight ratio, and PhA as independent variables.
    RESULTS: This study involved 60 patients with OAhip (age 65.6 ± 7.6 years, height 154.2 ± 6.0 cm, weight 56.8 ± 10.5 kg) scheduled for unilateral total hip arthroplasty. Muscle mass, PhA, and lower limb load ratio were significantly decreased in the lower limbs on the OA side. Furthermore, using a partial correlation coefficient with age as a control variable, PhA showed significant correlations with motor functions related to standing up and walking, and multiple regression analysis revealed that PhA was independently related to each motor function.
    CONCLUSIONS: Evaluation and interventions that consider muscle quality rather than muscle mass are important.
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  • 文章类型: Case Reports
    神经鞘瘤是来源于雪旺氏细胞的良性肿瘤,通常发生在头部,脖子,和上肢,但在下肢的频率较低。它们可以偶尔出现或来自与NF2基因突变相关的遗传状况,例如2型神经纤维瘤病。这份报告详细介绍了一名57岁的女性,有两年的无痛史,在右上端的后部缓慢增长的肿块。体格检查发现2厘米,弹性硬,mobile,具有正Tinel标志的非招标质量。超声和磁共振成像提示良性神经鞘瘤具有低回声特征。进行的手术显示肿瘤累及腓肠内侧皮神经。组织学分析证实了神经鞘瘤的诊断,显示典型的安东尼A和安东尼B地区。术后恢复顺利,在两个月的随访中没有复发或神经功能缺损。此病例显示了腓肠神经鞘瘤的异常定位,并强调了精确的体格检查和影像学检查对准确诊断神经鞘瘤的重要性。临床医生应将神经鞘瘤视为下肢可见肿块缓慢增长的患者的鉴别诊断。
    Schwannomas are benign tumors derived from Schwann cells, typically occurring in the head, neck, and upper extremities, but are less frequent in the lower extremities. They can arise sporadically or from genetic conditions such as neurofibromatosis type 2, associated with NF2 gene mutations. This report details the case of a 57-year-old female with a two-year history of a painless, slowly growing mass in the posterior aspect of the right proximal cruris. Physical examination revealed a 2 cm, elastic-hard, mobile, non-tender mass with a positive Tinel\'s sign. Ultrasound and magnetic resonance imaging suggested a benign nerve sheath tumor characterized by hypoechoic features. The performed surgery revealed that the tumor involved the medial sural cutaneous nerve. Histologic analysis confirmed the diagnosis of schwannoma, showing typical Antoni A and Antoni B regions. Postoperative recovery was uneventful, with no recurrence or neurological deficits at the two-month follow-up. This case demonstrates an unusual localization of a sural schwannoma and highlights the importance of precise physical examination and imaging to diagnose schwannomas accurately. Clinicians should consider schwannoma as a differential diagnosis in patients presenting with slow-growing palpable masses in the lower extremities.
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  • 文章类型: Journal Article
    背景:从有和没有2型糖尿病(DM2)的个体的红外(IR)图像中提取的辐射信息的定量解释是一个尚待解决的问题。考虑到DM2是世界范围内的健康问题并且开始向糖尿病足病(DFD)发展,这是特别有价值的。由于DM2会引起血管和神经水平的变化,由于这种改变,外皮肤上的代谢热分布被改变。这种贡献特别令人感兴趣的是下肢皮肤热模式上显示的那些改变。这种改变的核心是导致全身体温调节的血管和神经网络的恶化。在这种情况下,IR成像被引入作为一种可能的辅助工具,以在足够早的阶段帮助DM2的临床诊断,以防止DFD的发展。
    方法:下肢的红外图像是从一组临床诊断有和没有DM2的个体中获得的。患者的其他纳入标准应无任何可见伤口或组织相关创伤(例如,受伤,水肿,等等),也没有非代谢合并症。使用评估下肢温度分布的时空演变的指标对所有图像和数据进行同等处理和分析。我们研究了诱导外部刺激后个体腿的时间反应。为此,我们结合了不对称和热响应指数(ATR)和热响应指数(TRI)的信息,使用不同时间的图像计算,改善先前使用ATR和TRI分别获得的结果。
    结果:提出了从具有和不具有DM2的个体的下肢红外图像中提取的信息的新颖表示。此表示是使用前视图和后视图(PV)的ATR和TRI指数构建的,单独和结合来自两种观点的信息。在所有情况下,每个索引和每个视图的信息呈现线性属性,允许所述信息在明确定义和有限的空间中被定量地解释。这个代表,建在极坐标空间中,允许获得86%的灵敏度值,97%,97%,特异性值为83%,72%,前视(AV)为78%,PV,以及合并后的观点,分别。此外,观察到,定义这个新表示空间的角度变量允许显着(p<0.01)区分组,虽然与感兴趣的临床变量相关,如葡萄糖和糖化血红蛋白。
    结论:ATR和TRI指数之间存在的线性特性允许对从具有和不具有DM2的个体下肢的IR图像中提取的信息进行定量解释,并允许构建表示空间,以消除解释中可能的歧义,在简化它的同时,使其易于临床使用。
    BACKGROUND: The quantitative interpretation of the radiometric information extracted from infrared (IR) images in individuals with and without type 2 diabetes mellitus (DM2) is an open problem yet to be solved. This is of particular value given that DM2 is a worldwide health problem and onset for evolution toward diabetic foot disease (DFD). Since DM2 causes changes at the vascular and neurological levels, the metabolic heat distribution on the outer skin is modified as a consequence of such alterations. Of particular interest in this contribution are those alterations displayed over the skin\'s heat patterns at the lower limbs. At the core of such alterations is the deterioration of the vascular and neurological networks responsible for procuring systemic thermoregulation. It is within this context that IR imaging is introduced as a likely aiding tool to assist with the clinical diagnosis of DM2 at stages early enough to prevent the evolution of the DFD.
    METHODS: IR images of lower limbs are acquired from a cohort of individuals clinically diagnosed with and without DM2. Additional inclusion criteria for patients are to be free from any visible wound or tissue-related trauma (e.g., injuries, edema, and so forth), and also free from non-metabolic comorbidities. All images and data are equally processed and analyzed using indices that evaluate the spatial and temporal evolution of temperature distribution in lower limbs. We studied the temporal response of individuals\' legs after inducing an external stimulus. For this purpose, we combine the information of the asymmetry and thermal response index (ATR) and the thermal response index (TRI), computed using images at different times, improving the results previously obtained individually with ATR and TRI.
    RESULTS: A novel representation of the information extracted from IR images of the lower limbs in individuals with and without DM2 is presented. This representation was built using the ATR and TRI indices for the anterior and posterior views (PVs), individually and combining the information from both views. In all cases, the information of each index and each view presents linearity properties that allow said information to be interpreted quantitatively in a well-defined and limited space. This representation, built in a polar coordinate space, allows obtaining sensitivity values of 86%, 97%, and 97%, and specificity values of 83%, 72%, and 78% for the anterior view (AV), the PV, and the combined views, respectively. Additionally, it was observed that the angular variable that defines this new representation space allows to significantly (p < 0.01) differentiate the groups, while correlating with clinical variables of interest, such as glucose and glycated hemoglobin.
    CONCLUSIONS: The linearity properties that exist between the ATR and TRI indices allow a quantitative interpretation of the information extracted from IR images of the lower extremities of individuals with and without DM2, and allow the construction of a representation space that eliminates possible ambiguities in the interpretation, while simplifying it, making it accessible for clinical use.
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  • 文章类型: Journal Article
    人-机器人物理交互包含优化用户体验的关键信息,提高机器人性能,并客观地评估用户适应性。这项研究引入了一种新的方法,通过分析肌肉活动和交互扭矩作为二维随机变量来评估下肢外骨骼中的人机交互和共适应。我们介绍交互肖像(IP),在极坐标中可视化此变量的分布。我们应用IP比较了最近开发的基于运动学状态反馈的混合转矩控制器(HTC)和具有在线学习的新型自适应基于模型的转矩控制器(AMTC)。本文提议,在跑步机以不同的速度行走期间,针对基于时间的控制器(TBC)。与TBC相比,HTC和AMTC都显著降低了用户的归一化摄氧量,建议增强的用户外骨骼协调。知识产权分析表明,这种改进源于两种不同的共同适应策略,无法通过传统的肌肉活动或相互作用扭矩分析单独识别。HTC鼓励用户将控制权交给外骨骼,减少整体肌肉力量,但增加相互作用扭矩,作为外骨骼补偿用户动态。相反,AMTC通过增加肌肉力量来促进用户参与,并减少交互扭矩,将其与康复和步态训练应用更紧密地结合起来。IP阶段演进提供了对每个用户的交互策略形成的洞察,展示IP分析在比较和设计新型控制器以优化可穿戴机器人中的人机交互方面的潜力。
    Human-robot physical interaction contains crucial information for optimizing user experience, enhancing robot performance, and objectively assessing user adaptation. This study introduces a new method to evaluate human-robot interaction and co-adaptation in lower limb exoskeletons by analyzing muscle activity and interaction torque as a two-dimensional random variable. We introduce the interaction portrait (IP), which visualizes this variable\'s distribution in polar coordinates. We applied IP to compare a recently developed hybrid torque controller (HTC) based on kinematic state feedback and a novel adaptive model-based torque controller (AMTC) with online learning, proposed herein, against a time-based controller (TBC) during treadmill walking at varying speeds. Compared to TBC, both HTC and AMTC significantly lower users\' normalized oxygen uptake, suggesting enhanced user-exoskeleton coordination. IP analysis reveals that this improvement stems from two distinct co-adaptation strategies, unidentifiable by traditional muscle activity or interaction torque analyses alone. HTC encourages users to yield control to the exoskeleton, decreasing overall muscular effort but increasing interaction torque, as the exoskeleton compensates for user dynamics. Conversely, AMTC promotes user engagement through increased muscular effort and reduces interaction torques, aligning it more closely with rehabilitation and gait training applications. IP phase evolution provides insight into each user\'s interaction strategy formation, showcasing IP analysis\'s potential in comparing and designing novel controllers to optimize human-robot interaction in wearable robots.
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  • 文章类型: Letter
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  • 文章类型: Journal Article
    在跳跃活动中增强峰值着陆力并确保下肢更快稳定,可以显着提高表现并降低篮球运动员受伤的风险。这项研究旨在比较单侧(uPJT)和双侧屈光度跳跃训练(bPJT)计划对各种表现指标的影响,包括反运动跳跃(CMJ),深蹲跳跃(SJ),以及单腿陆地和陆地(SLLH)测试结果,使用测力板进行评估。采用随机多臂研究设计,包括两个实验组(n=25;uPJT和n=25;bPJT)和一个对照组(n=25),与青年男性区域级篮球运动员(16.3±0.6岁)进行。参与者接受了两次评估,在为期8周的干预训练期之前和之后。uPJT程序专门涉及补强钻(例如,垂直跳跃练习;水平跳跃练习)侧重于单腿练习,而bPJT计划同时使用涉及两条腿的训练。分析的结果包括CMJ峰值着陆力,CMJ峰值功率,SJ峰值力,SJ最大负位移,SLLH稳定时间,和SLLH峰值着陆力。与uPJT(p<0.001)和bPJT(p<0.030)组相比,对照组表现出显著更长的SLLH稳定时间。此外,bPJT的稳定时间也显著高于uPJT(p=0.042)。干预后SLLH峰值着陆力组间比较显示,uPJT的值明显小于bPJT(p=0.043)和对照组(p<0.001)。在CMJ和SJ的其余结果中,与对照组相比,uPJT和bPJT均显示出显着改善(p>0.05),尽管它们之间没有显着差异。总之,我们的研究表明,利用uPJT与bPJT在提高双侧跳跃测试中的表现方面同样有效。然而,在单腿着陆和保持测试期间,它在提高稳定时间和峰值着陆力方面显着优于bPJT。uPJT不仅有利于性能最大化,而且还有利于通过增强单腿动作期间的控制和平衡来降低受伤风险。这在篮球中很常见。
    Enhancing peak landing forces and ensuring faster stabilization in the lower limbs during jumping activities can significantly improve performance and decrease the risk of injury among basketball players. This study aimed to compare the effects of unilateral (uPJT) and bilateral plyometric jump training (bPJT) programs on various performance measures, including countermovement jump (CMJ), squat jump (SJ), and single-leg land and hold (SLLH) test outcomes, assessed using force plates. A randomized multi-arm study design was employed, comprising two experimental groups (n = 25; uPJT and n = 25; bPJT) and one control group (n = 25), conducted with youth male regional-level basketball players (16.3 ± 0.6 years old). Participants underwent assessment twice, both before and after an 8-week intervention training period. The uPJT program exclusively involved plyometric drills (e.g., vertical jump exercises; horizontal jump exercises) focusing on single-leg exercises, whereas the bPJT program utilized drills involving both legs simultaneously. The outcomes analyzed included CMJ peak landing force, CMJ peak power, SJ peak force, SJ maximum negative displacement, SLLH time to stabilization, and SLLH peak landing force. The control group exhibited significantly greater SLLH time to stabilization compared to both the uPJT (p < 0.001) and bPJT (p < 0.030) groups. Additionally, time to stabilization was also significantly higher in bPJT than in uPJT (p = 0.042). Comparisons between groups in regards SLLH peak landing force after intervention revealed that the value was significantly smaller in uPJT than in bPJT (p = 0.043) and control (p < 0.001). In the remaining outcomes of CMJ and SJ, both uPJT and bPJT showed significant improvement compared to the control group (p > 0.05), although there was no significant difference between them. In conclusion, our study suggests that utilizing uPJT is equally effective as bPJT in enhancing performance in bilateral jump tests. However, it significantly outperforms bPJT in improving time to stabilization and peak landing forces during single-leg land and hold test. uPJT could be advantageous not for maximizing performance but also for potentially decreasing injury risk by enhancing control and balance during single-leg actions, which are common in basketball.
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  • 文章类型: Journal Article
    背景:患有亚急性严重偏瘫的患者经常接受交替步态训练,以克服在实现步行独立性方面的挑战。然而,膝-踝-足矫形器(KAFO)的踝关节设置取决于躯干功能或瘫痪阶段,以KAFO进行交替步态训练.KAFO的最佳踝关节自由度以及有效康复的特定踝关节条件仍不清楚。因此,这项研究旨在使用KAFO研究踝关节不同自由度对麻痹侧压力中心(CoP)参数和肌肉活动的影响,并根据身体功能研究KAFO中踝关节角度的推荐设置。
    方法:本研究纳入14例亚急性卒中患者(67.4±13.3年)。在KAFO的两种踝关节条件下,使用线性混合模型(LMM)比较了腓肠肌外侧肌(GCL)和比目鱼肌的CoP参数和肌肉活动:固定在0°和自由踝关节背屈。我们确认了不同条件下CoP参数或肌肉活动的变化与身体功能特征之间的关系,例如使用LMM的Fugl-Meyer评估下肢协同评分(FMA)和躯干损伤量表(TIS)。
    结果:踝关节背屈自由状态下CoP的前后移位(AP_CoP)(p=0.011)和GCL的肌肉活动(p=0.043)增加。固定状态。FMA(p=0.004)和TIS(p=0.008)与AP_CoP呈正相关。TIS与CoP中前足内侧负荷时间百分比之间也存在正相关关系(p<0.001)。
    结论:对于患有严重亚急性偏瘫的个体,KAFO的踝关节背屈诱导,这不会妨碍小腿的向前倾斜,促进CoP的前向运动和GCL的肌肉活动。这项研究表明,根据身体功能的改善来调整KAFO中踝关节的背屈活动度可促进CoP对前足内侧的负荷。
    BACKGROUND: Individuals with subacute severe hemiplegia often undergo alternate gait training to overcome challenges in achieving walking independence. However, the ankle joint setting in a knee-ankle-foot orthosis (KAFO) depends on trunk function or paralysis stage for alternate gait training with a KAFO. The optimal degree of ankle joint freedom in a KAFO and the specific ankle joint conditions for effective rehabilitation remain unclear. Therefore, this study aimed to investigate the effects of different degrees of freedom of the ankle joint on center-of-pressure (CoP) parameters and muscle activity on the paretic side using a KAFO and to investigate the recommended setting of ankle joint angle in a KAFO depending on physical function.
    METHODS: This study included 14 participants with subacute stroke (67.4 ± 13.3 years). The CoP parameters and muscle activity of the gastrocnemius lateralis (GCL) and soleus muscles were compared using a linear mixed model (LMM) under two ankle joint conditions in the KAFO: fixed at 0° and free ankle dorsiflexion. We confirmed the relationship between changes in CoP parameters or muscle activity under different conditions and physical functional characteristics such as the Fugl-Meyer Assessment of Lower Extremity Synergy Score (FMAs) and Trunk Impairment Scale (TIS) using LMM.
    RESULTS: Anterior-posterior displacement of CoP (AP_CoP) (p = 0.011) and muscle activity of the GCL (p = 0.043) increased in the free condition of ankle dorsiflexion compared with that in the fixed condition. The FMAs (p = 0.004) and TIS (p = 0.008) demonstrated a positive relationship with AP_CoP. A positive relationship was also found between TIS and the percentage of medial forefoot loading time in the CoP (p < 0.001).
    CONCLUSIONS: For individuals with severe subacute hemiplegia, the ankle dorsiflexion induction in the KAFO, which did not impede the forward tilt of the shank, promotes anterior movement in the CoP and muscle activity of the GCL. This study suggests that adjusting the dorsiflexion mobility of the ankle joint in the KAFO according to improvement in physical function promotes loading of the CoP to the medial forefoot.
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  • 文章类型: Journal Article
    背景:下肢截肢(LEAs)对死亡率和发病率有显著的贡献,通常由外周动脉疾病和糖尿病(DM)引起。创伤性损伤也是许多LEA的原因。尽管全球负担,LEAs的流行病学,特别是在中东和北非(MENA)地区,仍未充分开发。这项研究利用全球疾病负担(GBD)数据集来分析1990年至2019年MENA地区LEA的时间趋势。
    方法:该研究利用了2019年GBD数据集,其中包括发病率的估计,患病率,以及369种疾病的残疾调整寿命年(DALYs)。提取了21个MENA国家的LEA的年龄标准化发病率(ASIR)。使用百分比变化计算和Joinpoint回归分析趋势,以确定LEA速率随时间的显著变化。
    结果:从1990年到2019年,男性LEA率普遍下降,而女性比率上升。在叙利亚观察到LEA比率显着增加,也门,阿富汗,与冲突和不稳定时期有关。相反,像伊拉克这样的国家,巴勒斯坦,苏丹,黎巴嫩,伊朗,科威特出现了明显的下降。该研究强调了社会政治因素的复杂相互作用,自然灾害,和糖尿病等慢性疾病在塑造整个地区的LEA趋势。
    结论:该研究揭示了MENA地区不同的LEA趋势,受冲突影响,自然灾害,和慢性疾病。这些发现强调了有针对性的公共卫生干预措施的必要性,改善医疗保健,和强大的数据收集系统,以减轻LEA的负担并改善MENA地区的患者预后。
    BACKGROUND: Lower extremity amputations (LEAs) significantly contribute to mortality and morbidity, often resulting from peripheral artery disease and diabetes mellitus (DM). Traumatic injuries also account for many LEAs. Despite the global burden, the epidemiology of LEAs, particularly in the Middle East and North Africa (MENA) region, remains underexplored. This study utilizes the Global Burden of Disease (GBD) dataset to analyze temporal trends in LEAs in the MENA region from 1990 to 2019.
    METHODS: The study utilized the 2019 GBD dataset, which includes estimates for incidence, prevalence, and disability-adjusted life-years (DALYs) across 369 diseases. Age-standardized incidence rates (ASIRs) for LEAs were extracted for 21 MENA countries. Trends were analyzed using percentage change calculations and Joinpoint regression to identify significant shifts in LEA rates over time.
    RESULTS: From 1990 to 2019, male LEA rates generally decreased, while female rates increased. Significant increases in LEA rates were observed in Syria, Yemen, and Afghanistan, correlating with periods of conflict and instability. Conversely, countries like Iraq, Palestine, Sudan, Lebanon, Iran, and Kuwait saw marked decreases. The study highlighted a complex interplay of socio-political factors, natural disasters, and chronic diseases like DM in shaping LEA trends across the region.
    CONCLUSIONS: The study reveals variable LEA trends in the MENA region, influenced by conflicts, natural disasters, and chronic diseases. These findings underscore the need for targeted public health interventions, improved healthcare access, and robust data collection systems to reduce the burden of LEAs and improve patient outcomes in the MENA region.
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