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: Journal Article
    下肢静脉曲张(VVs)是一种常见的慢性血管疾病,在一些国家,患病率很高;然而,其发病机制尚不清楚。一些研究已经确定了特定血浆脂质分子变化之间的关联,如磷脂酰乙醇胺(PE),磷脂酰胆碱(PC),和鞘磷脂(SM),和VV的开始,但是由于混淆和反向因果关系,因果关系尚不清楚.同时,对PE以外的其他血浆脂质之间潜在联系的研究,PC,缺乏SM和下肢VV的风险。本研究旨在探讨VV与血浆脂质水平之间的潜在因果关系,为血浆脂质与VV在其发生和发展中的相互关系提供理论见解。我们进行了双样本孟德尔随机化(MR)分析,以评估遗传预测的个体血浆脂质水平与发生VV的风险之间的潜在联系。我们利用了来自大规模全基因组关联研究的数据,该研究涉及7174名芬兰个体的179个血浆脂体组,以及来自408,455个英国个体的VV全基因组关联研究数据。MR分析采用的方法,例如方差逆加权,加权中位数,贝叶斯加权孟德尔随机化,和MR-Egger回归。方差逆加权法主要用于评估因果关系。通过敏感性分析证明了结果的有效性。总的来说,发现12种脂质的血浆水平与VV的风险增加有关。这包括3种类型的PE,7种PC和2种类型的磷脂酰肌醇。然而,在11种SM和VV的血浆水平之间没有发现显着的因果关系。这些结果支持特定类型的脂质水平与VV风险之间存在潜在的因果关系,为进一步研究生物学机制和探索潜在治疗靶点提供线索。
    Varicose veins of the lower extremities (VVs) is a common chronic vascular disease, with high prevalence rates in some countries; however, their pathogenesis remains unclear. Some studies have identified associations between changes in specific plasma lipid molecules, such as phosphatidylethanolamine (PE), phosphatidylcholine (PC), and sphingomyelin (SM), and the onset of VVs, but due to confounders and reverse causality, the causal relationship remains unclear. Meanwhile, studies on the potential link between other plasma lipids beyond PE, PC, and SM and the risk of VVs in the lower extremities are lacking. This study aimed to explore the potential causal relationship between VVs and plasma lipid levels to provide theoretical insights into the interrelation of plasma lipids and VVs in their occurrence and progression. We conducted a two-sample Mendelian randomization (MR) analysis to assess the potential connection between genetically predicted levels of individual plasma lipids and the risk of developing VVs. We utilized data from a large-scale genome-wide association study involving 7174 Finnish individuals for 179 plasma lipidomes along with VVs genome-wide association study data from 408,455 UK individuals. MR analysis employed methods, such as inverse-variance weighting, weighted median, Bayesian Weighted Mendelian Randomization, and MR-Egger regression. The inverse-variance weighting method was primarily used to assess causality. The validity of the results was demonstrated through sensitivity analysis. In total, 12 lipids were found to have their plasma levels associated with an increased risk of VVs. This includes 3 types of PE, 7 types of PC, and 2 types of phosphatidylinositol. However, no significant causal relationship was found between the plasma levels of 11 types of SM and VVs. These results support the existence of a potential causal relationship between specific types of lipid levels and the risk of VVs, which can provide clues for further studies on biological mechanisms and the exploration of potential therapeutic targets.
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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:后外侧减压融合内固定是治疗退行性腰椎管狭窄症(DLSS)的常用手术方法。本研究旨在评估减压期间保留单侧小关节的一部分对患者手术结果和长期康复的影响。
    方法:本研究分析了2022年1月至2023年3月进行单级L4/5后外侧减压融合手术的73例伴有双侧下肢神经症状的DLSS患者。根据接受的手术类型将患者分为两组:A组包括31例接受神经减压而不保留小关节的患者,B组由42例接受神经减压并保留一侧部分小关节的患者组成。定期进行后续评估,包括术后立即进行临床和放射学评估,此后3个月和12个月。通过回顾性图表回顾记录关键患者信息。
    结果:两组中的大多数患者都经历了良好的手术结局。然而,4例出现并发症。值得注意的是,在后续行动中,B组术后1年椎体间融合术疗效明显(P<0.05),随着椎间融合器沉降减少和术后椎间盘高度丢失减慢的趋势。此外,B组术后住院时间明显减少(P<0.05)。
    结论:在严格遵守手术适应症的情况下,腰椎后外侧融合手术,在神经减压期间单侧保留部分小关节,可以为患者提供更大的好处。
    BACKGROUND: Posterolateral decompression and fusion with internal fixation is a commonly used surgical approach for treating degenerative lumbar spinal stenosis (DLSS). This study aims to evaluate the impact of preserving a portion of the unilateral facet joint during decompression on surgical outcomes and long-term recovery in patients.
    METHODS: This study analyzed 73 patients with DLSS accompanied by bilateral lower limb neurological symptoms who underwent single-level L4/5 posterolateral decompression and fusion surgery from January 2022 to March 2023. Patients were categorized into two groups based on the type of surgery received: Group A comprised 31 patients who underwent neural decompression without facet joint preservation, while Group B consisted of 42 patients who underwent neural decompression with preservation of partial facet joints on one side. Regular follow-up evaluations were conducted, including clinical and radiological assessments immediately postoperatively, and at 3 and 12 months thereafter. Key patient information was documented through retrospective chart reviews.
    RESULTS: Most patients in both groups experienced favorable surgical outcomes. However, four cases encountered complications. Notably, during follow-up, Group B demonstrated superior 1-year postoperative interbody fusion outcomes (P < 0.05), along with a trend towards less interbody cage subsidence and slower postoperative intervertebral disc height loss. Additionally, Group B showed significantly reduced postoperative hospital stay (P < 0.05).
    CONCLUSIONS: Under strict adherence to surgical indications, the posterior lateral lumbar fusion surgery, which preserves partial facet joint unilaterally during neural decompression, can offer greater benefits to patients.
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  • 文章类型: Journal Article
    目的:髂静脉支架置入术是髂静脉压迫综合征(IVCS)患者的主要治疗方法。然而,支架置入后,患者常出现支架内再狭窄和血栓形成。尽管如此,下肢运动在IVCS患者支架和静脉功能中的作用尚不清楚.本研究旨在通过使用医学成像技术开发计算模型来模拟支架放置后的IVCS来解决这一知识差距。方法:本研究使用患者特异性模型分析下肢运动对支架置入后血流动力学的影响。我们进行了综合分析,以评估特定下肢运动的影响,包括髋关节屈曲,踝关节运动和气动压缩对治疗静脉内血液动力学特征的影响。分析评估了诸如墙体剪应力(WSS)、振荡剪切指数(OSI),和停留时间(RRT)。结果:结果表明,在支架置入后,髋关节屈曲会明显破坏the静脉分叉处的血流动力学。双侧和左髋屈曲与髂静脉交界处和支架段的低WSS和高OSI的明显区域相关。此外,发现主动踝关节运动(AAE)和间歇性泵加压(IPC)治疗可增强沿静脉壁的低WSS区域的发生,有可能降低支架置入后血栓形成的风险。因此,主动关节运动(髋关节和踝关节)和被动运动都有可能影响支架置入后髂静脉内的局部血流环境。结论:探索下肢运动对血流动力学的影响为减轻与下肢运动相关的不良作用提供了有价值的见解。双侧和左侧髋部屈曲对血流产生负面影响,增加血栓形成的风险。然而,积极的踝关节运动和间歇泵压缩疗法有效地提高了通畅性。
    Purpose: Iliac vein stenting is the primary treatment for patients with iliac vein compression syndrome (IVCS). However, post-stent placement, patients often experience in-stent restenosis and thrombosis. Despite this, the role of lower limb movements in the functioning of stents and veins in IVCS patients remains unclear. This study aimed to address this knowledge gap by developing a computational model using medical imaging techniques to simulate IVCS after stent placement. Methods: This research used a patient-specific model to analyze the effects of lower extremity exercises on hemodynamics post-stent placement. We conducted a comprehensive analysis to evaluate the impact of specific lower limb movements, including hip flexion, ankle movement and pneumatic compression on the hemo-dynamic characteristics within the treated vein. The analysis assessed parameters such as wall shear stress (WSS), oscillatory shear index (OSI), and residence time (RRT). Results: The results demonstrated that hip flexion significantly disrupts blood flow dynamics at the iliac vein bifurcation after stenting. Bilateral and left hip flexion were associated with pronounced regions of low WSS and high OSI at the iliac-vena junction and the stent segment. Additionally, active ankle exercise (AAE) and intermittent pump compression (IPC) therapy were found to enhance the occurrence of low WSS regions along the venous wall, potentially reducing the risk of thrombosis post-stent placement. Consequently, both active joint movements (hip and ankle) and passive movements have the potential to influence the local blood flow environment within the iliac vein after stenting. Conclusions: The exploration of the impact of lower limb movements on hemodynamics provides valuable insights for mitigating adverse effects associated with lower limb movements post iliac-stenting. Bilateral and left hip flexions negatively impacted blood flow, increasing thrombosis risk. However, active ankle exercise and intermittent pump compression therapies effectively improve the patency.
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  • 文章类型: Journal Article
    Lower limb exoskeleton rehabilitation robots are used to improve or restore the walking and movement ability of people with lower limb movement disorders. However, the required functions for patients differ based on various diseases. For example, patients with weak muscle strength require power assistance, patients with spinal cord injuries require motion compensation, patients with gait abnormalities require gait correction, and patients with strokes require neural rehabilitation. To design a more targeted lower limb exoskeleton rehabilitation robot for different diseases, this article summarised and compared existing lower limb exoskeleton rehabilitation robots according to their main functions and the characteristics and rehabilitation needs of various lower limb movement disorders. The correlations between the functions of existing devices and diseases were summarised to provide certain references for the development of new lower limb exoskeleton rehabilitation robots.
    下肢外骨骼康复机器人应用于下肢运动功能障碍人群,使患者能够通过机器恢复或改善行走和运动能力。但是,基于不同疾病,患者所需求的功能是不同的,比如肌力不足的患者需要增强助力,脊髓损伤患者需要运动代偿,步态异常患者需要步态矫正,脑卒中患者需要神经康复。为了设计对疾病更有针对性的下肢外骨骼康复机器人,本文根据各类下肢功能障碍的特点与康复需求,按照设备所提供的主要功能,对现有的下肢外骨骼康复机器人进行汇总和分析比较,总结现有设备的功能与疾病的相关性,为研究设计新型下肢外骨骼康复机器人提供一定参考。.
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  • 文章类型: English Abstract
    Traditional gait analysis systems are typically complex to operate, lack portability, and involve high equipment costs. This study aims to establish a musculoskeletal dynamics calculation process driven by Azure Kinect. Building upon the full-body model of the Anybody musculoskeletal simulation software and incorporating a foot-ground contact model, the study utilized Azure Kinect-driven skeletal data from depth videos of 10 participants. The in-depth videos were prepossessed to extract keypoint of the participants, which were then adopted as inputs for the musculoskeletal model to compute lower limb joint angles, joint contact forces, and ground reaction forces. To validate the Azure Kinect computational model, the calculated results were compared with kinematic and kinetic data obtained using the traditional Vicon system. The forces in the lower limb joints and the ground reaction forces were normalized by dividing them by the body weight. The lower limb joint angle curves showed a strong correlation with Vicon results (mean ρ values: 0.78 ~ 0.92) but with root mean square errors as high as 5.66°. For lower limb joint force prediction, the model exhibited root mean square errors ranging from 0.44 to 0.68, while ground reaction force root mean square errors ranged from 0.01 to 0.09. The established musculoskeletal dynamics model based on Azure Kinect shows good prediction capabilities for lower limb joint forces and vertical ground reaction forces, but some errors remain in predicting lower limb joint angles.
    传统的步态分析系统往往操作复杂、便携性差且设备成本高。本研究拟基于Azure Kinect深度视频数据,结合足地接触模型,建立基于Azure Kinect运动捕捉系统的下肢肌骨动力学分析流程。实验采集了10名受试者的深度视频数据,通过预处理获取骨架结构,以此作为肌骨模型输入,计算得到下肢关节角度、关节接触力和地面反作用力,并将其计算结果与传统的Vicon系统获取的运动学和动力学数据进行对比。所计算的下肢关节力和地面反作用力除以每位受试者体重,进行归一化处理。下肢关节角度曲线与Vicon得到的结果强相关( ρ平均值为0.78~0.92),但均方根误差高达5.66°。在下肢关节力预测方面,Azure Kinect模型均方根误差平均值范围为0.44~0.68,而地面反作用力均方根误差平均值范围为0.01~0.09。研究表明,所建立的基于Azure Kinect的肌骨动力学模型能较好地预测下肢关节力和垂直地面反作用力,但在下肢关节角度预测方面还存在一定误差。.
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  • 文章类型: Journal Article
    背景:先前的研究发现,采用连续theta爆发刺激(cTBS)的抑制性引发可以增强随后的兴奋性调节刺激与间歇性theta爆发刺激(iTBS)在上肢的作用。然而,这种联合刺激方法是否能在下肢引起相当的代偿性反应尚不清楚.本研究旨在探讨cTBS预处理如何调节iTBS对健康个体下肢相关运动皮层兴奋性的影响。
    方法:使用随机交叉设计,共有25名健康参与者(19名女性,平均年龄=24.80岁)被招募接受三种不同的TBS方案(cTBS+iTBS,假cTBS+iTBS,假cTBS+假iTBS)按随机顺序。每个TBS干预以一周的间隔进行。以80%主动运动阈值(AMT)的强度施用cTBS和iTBS,递送总共600个脉冲。干预前(T0),在干预后立即(T1),和干预后20分钟(T2),使用Magneur100刺激器和匹配的双锥线圈测量参与者非优势腿胫骨前肌的皮质运动兴奋性。收集并分析了以130%静息运动阈值(RMT)的强度施加20个连续单脉冲刺激引起的运动诱发电位(MEP)的平均幅度。
    结果:与T0时间相比,在T1和T2的MEP振幅(原始和标准化)显示在cTBS+iTBS方案后有统计学显著的增加(p<0.01),但在其他方案(假cTBS+iTBS和假cTBS+假iTBS)后,振幅变化无显著差异(p>0.05)。此外,在任何给定时间点,三种方案之间均无统计学差异(p>0.05)。
    结论:在iTBS干预前用cTBS预处理下肢运动皮质能迅速增强健康参与者的兴奋性。这种效果持续20分钟的最小持续时间。
    背景:编号:ChiCTR2300069315。3月13日登记,2023年,https://www。chictr.org.cn.
    BACKGROUND: Previous studies have found that inhibitory priming with continuous theta burst stimulation (cTBS) can enhance the effect of subsequent excitatory conditioning stimuli with intermittent theta burst stimulation (iTBS) in the upper limbs. However, whether this combined stimulation approach elicits a comparable compensatory response in the lower extremities remains unclear. This study aimed to investigate how cTBS preconditioning modulated the effect of iTBS on motor cortex excitability related to the lower limb in healthy individuals.
    METHODS: Using a randomised cross-over design, a total of 25 healthy participants (19 females, mean age = 24.80 yr) were recruited to undergo three different TBS protocols (cTBS + iTBS, sham cTBS + iTBS, sham cTBS + sham iTBS) in a random order. Each TBS intervention was administered with one-week intervals. cTBS and iTBS were administered at an intensity of 80% active motor threshold (AMT) delivering a total of 600 pulses. Before intervention (T0), immediately following intervention (T1), and 20 min after intervention (T2), the corticomotor excitability was measured for the tibialis anterior muscle of participants\' non-dominant leg using a Magneuro100 stimulator and matched double-cone coil. The average amplitude of the motor-evoked potential (MEP) induced by applying 20 consecutive monopulse stimuli at an intensity of 130% resting motor threshold (RMT) was collected and analysed.
    RESULTS: Compare with T0 time, the MEP amplitude (raw and normalised) at T1 and T2 showed a statistically significant increase following the cTBS + iTBS protocol (p < 0.01), but no significant differences were observed in amplitude changes following other protocols (sham cTBS + iTBS and sham cTBS + sham iTBS) (p > 0.05). Furthermore, no statistically significant difference was found among the three protocols at any given time point (p > 0.05).
    CONCLUSIONS: Preconditioning the lower extremity motor cortex with cTBS prior to iTBS intervention can promptly enhance its excitability in healthy participants. This effect persists for a minimum duration of 20 min.
    BACKGROUND: No: ChiCTR2300069315. Registered 13 March, 2023, https://www.chictr.org.cn.
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  • 文章类型: Journal Article
    该研究调查了单侧和双侧下肢疲劳对姿势稳定性和姿势调整的影响。14名年轻男性受试者在50%的最大自愿收缩下进行了5组20次的单侧和双侧动态下肢踩踏运动。在疲劳运动之前和之后记录压力中心(COP)信号。在预期(APAs)和代偿(CPAs)姿势调整期间,记录并分析了六个躯干和腿部肌肉的肌电图活动。结果表明,在外部启动的扰动过程中,两种疲劳运动都会导致股直肌和胫骨前肌的COP和较大的APA和CPA增加。然而,观察到的指标在单侧和双侧疲劳之间没有明显差异。这些结果验证了当放大的APA不足以抵抗外部扰动时,中枢神经系统增加了CPA的强度,以维持身体的稳定。这些发现为APA和CPA之间的关联提供了一个视角,这可能适用于姿势控制的运动训练或康复。
    The study investigated the effects of unilateral and bilateral lower extremity fatigue on both postural stability and postural adjustments. Fourteen young male subjects performed unilateral and bilateral dynamic lower extremity pedaling exercises with 5 sets of 20 times at 50 % maximum voluntary contraction. Center of pressure (COP) signals were recorded before and after the fatigue exercise. Electromyography activities of six trunk and leg muscles were recorded and analyzed during the anticipatory (APAs) and compensatory (CPAs) postural adjustments. The results showed that both fatiguing exercises caused an increase in COP and larger APAs and CPAs in the rectus femoris and tibialis anterior during externally initiated perturbation. However, the observed indicators showed no clear difference between unilateral and bilateral fatigue. These results validated that when enlarged APAs were not sufficient to resist the external perturbation, the central nervous system increased the strength of CPAs to maintain the stability of the body. These findings provided a perspective on the association between APAs and CPAs, which may apply to the athletic training or rehabilitation on postural control.
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  • 文章类型: Journal Article
    下肢结节性黑色素瘤(NM)是一种常见的恶性肿瘤,预后较差。我们旨在确定预后因素并开发列线图模型来预测下肢NM患者的总体生存率(OS)。共选择746例下肢NM患者,并从监测中随机分为训练集(522例)和验证集(224例),流行病学,和结束结果(SEER)数据库。训练集进行单变量和多变量Cox回归分析,以确定与患者预后相关的独立预后因素。并开发列线图模型。随后使用验证集验证了列线图的有效性。训练集的多变量Cox回归分析表明,年龄,溃疡,放射治疗,化疗,第一恶性肿瘤的原发部位,和Breslow厚度是与OS相关的独立变量。在训练集中,预测3年和5年OS的列线图曲线下面积(AUC)分别为0.796和0.811.在验证集中,预测3年和5年OS的AUC分别为0.694和0.702.训练集和验证集的HarrellC指数分别为0.754(95%CI:0.721-0.787)和0.670(95%CI:0.607-0.733),分别。训练集和验证集的校准曲线显示出良好的一致性。在这项研究中,我们开发并验证了预测下肢NM患者OS的列线图。列线图显示出合理的可靠性和临床适用性。列线图是评估预后和辅助临床决策的重要工具。
    Lower extremity nodular melanoma (NM) is a common malignant tumor with a poor prognosis. We aims to identify the prognostic factors and develop a nomogram model to predict overall survival (OS) in patients with lower extremity NM. A total of 746 patients with lower extremity NM were selected and randomly divided into a training set (522 cases) and a validation set (224 cases) from the Surveillance, Epidemiology, and End Results(SEER) database. The training set underwent univariate and multivariate Cox regression analyses to identify independent prognostic factors associated with patient outcomes, and to develop a nomogram model. The effectiveness of the nomogram was subsequently validated using the validation set. Multivariable Cox regression analysis of the training set indicated that age, ulceration, radiotherapy, chemotherapy, primary site of first malignant tumor, and Breslow thickness were independent variables associated with OS. In the training set, the area under the curve (AUC) of the nomogram for predicting 3-year and 5-year OS was 0.796 and 0.811, respectively. In the validation set, the AUC for predicting 3-year and 5-year OS was 0.694 and 0.702, respectively. The Harrell\'s C-index for the training set and validation set were 0.754 (95% CI: 0.721-0.787) and 0.670 (95% CI: 0.607-0.733), respectively. Calibration curves for both training and validation sets showed good agreement. In this study, we develop and validate a nomogram to predict OS in patients with lower extremity NM. The nomogram demonstrated reasonable reliability and clinical applicability. Nomograms are important tools assessing prognosis and aiding clinical decision-making.
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