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Patients' Preferences for Parkinson's Disease Pharmacotherapy: An Online Discrete Choice Experiment. 帕金森病患者对药物治疗的偏好:一个在线离散选择实验
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-07-29 eCollection Date: 2025-01-01 DOI: 10.1155/padi/9526138
Noriko Nishikawa, Yuki Kogo, Takayuki Ishida, Kazushi Takahashi, Atsushi Takeda

Background: There are many pharmacological treatment options beyond levodopa for Parkinson's disease (PD), with a variety of drug classes and formulations available. To achieve patient-centered care, clinicians must consider patients' backgrounds and preferences when selecting medications. Objectives: To investigate medication preferences regarding efficacy, safety, dosage/formulation, and cost in Japanese PD patients. Methods: Adults (18-90 years) from the Japan Parkinson's Disease Association receiving PD medication were eligible. An online survey was conducted, involving a discrete choice experiment, which set five medication characteristics including improvement of bothersome symptoms, risk of dyskinesia, risk of side effects other than dyskinesia, dosage/formulation, and monthly out-of-pocket cost. A questionnaire about the value of efficacy and safety of PD medications was also included. Results: In the full analysis set (N = 207), the mean age was 65.2 years, 53.1% were female, and 62.8% had wearing-off. The most impotrant characteristics of PD medications for patients were the risk of dyskinesia, improvement of bothersome symptoms, and risk of side effects other than dyskinesia. Latent class analysis identified three groups with different preferences who have varied backgrounds, such as disease severity. The three most important symptoms patients wanted to improve were moving difficulty/slow movement (79.7%), body stiffness (43.5%), and pain (42.0%). The three most important side effects patients wanted to avoid were dyskinesia (54.6%), hallucinations/visual hallucinations (19.3%), and constipation (11.6%). Conclusion: PD patients placed the highest importance on the risk of dyskinesia for PD medications and also efficacy. To achieve patient-centered care, clinicians should consider patients' backgrounds and preferences when selecting medications.

背景:除了左旋多巴之外,帕金森病(PD)还有许多药物治疗选择,有各种药物类别和配方可供选择。为了实现以患者为中心的护理,临床医生在选择药物时必须考虑患者的背景和偏好。目的:调查日本PD患者在疗效、安全性、剂量/配方和成本方面的药物偏好。方法:来自日本帕金森病协会接受PD药物治疗的成人(18-90岁)入选。进行了一项在线调查,包括离散选择实验,设置了五个药物特征,包括改善恼人的症状,运动障碍的风险,运动障碍以外的副作用的风险,剂量/配方,每月自付费用。问卷调查PD药物的有效性和安全性的价值。结果:全分析集中(N = 207),平均年龄65.2岁,女性占53.1%,磨损率为62.8%。PD药物对患者最重要的特征是运动障碍的风险,恼人症状的改善,以及运动障碍以外的副作用的风险。潜在分类分析确定了三个具有不同偏好的群体,他们有不同的背景,如疾病的严重程度。患者希望改善的三个最重要的症状是移动困难/移动缓慢(79.7%)、身体僵硬(43.5%)和疼痛(42.0%)。患者希望避免的三个最重要的副作用是运动障碍(54.6%)、幻觉/视幻觉(19.3%)和便秘(11.6%)。结论:PD患者对PD药物治疗中运动障碍风险和疗效的重视程度最高。为了实现以患者为中心的护理,临床医生在选择药物时应考虑患者的背景和偏好。
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引用次数: 0
Personality Trait Changes After Device-Aided Therapy: Insights From Parkinson's Patients and Their Close Relatives. 设备辅助治疗后人格特质的改变:来自帕金森患者及其近亲的见解。
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-07-25 eCollection Date: 2025-01-01 DOI: 10.1155/padi/6681692
Monica Scharfenort, Veronica Hernström, Kristina Rosqvist, Hanna Ljung, Maria H Nilsson, Per Odin

Background: It is unclear whether the two device-aided therapies (DATs: deep brain stimulation [DBS] and levodopa-carbidopa intestinal gel [LCIG]) affect personality in patients with Parkinson's disease (PD). Objective: This retrospective study aims to explore if patients with PD and their close relatives experience any changes in the patient's personality following the start of DAT. Methods: In total, 32 patients with DAT (17 DBS and 15 levodopa pump-based therapy) and their close relatives (n = 32) were asked to retrospectively assess potential personality changes in the patients using the Big Five Inventory (BFI) following DAT. They also answered questions regarding perceived quality of life and perceived impact on motor symptoms. Results: There was a diverse perceived change in the patients' five personality traits when divided into the type of therapy. DBS patients reported decreased extraversion (70.6%, n = 12), while their close relatives reported an increase in the trait neuroticism (82.4%, n = 14). A significant difference was found in perceived changes in agreeableness, with 8 DBS patients reporting an increase and 4 close relatives reporting a decrease (p=0.008). Most of the pump patients (LCIG) reported a decreased conscientiousness (66.7% n = 10), a perception confirmed by 73.3% (n = 11) of their close relatives, who in addition reported an increase in neuroticism (73.3%, n = 11). Conclusions: This study suggests perceived personality changes following DAT (DBS or LCIG), which vary by therapy and respondent role. Larger studies are needed, but the findings signal the importance of considering both patients' and their relatives' perspectives when assessing personality changes.

背景:目前尚不清楚两种器械辅助疗法(dts:深部脑刺激[DBS]和左旋多巴-卡比多巴肠道凝胶[LCIG])是否影响帕金森病(PD)患者的人格。目的:本回顾性研究旨在探讨PD患者及其近亲属在DAT开始后是否经历了患者人格的改变。方法:共32例DAT患者(17例DBS和15例左旋多巴泵治疗)及其近亲属(n = 32)被要求使用大五量表(BFI)回顾性评估DAT后患者潜在的人格变化。他们还回答了关于感知生活质量和感知运动症状影响的问题。结果:不同治疗方式对患者五种人格特征的感知变化不同。DBS患者报告外向性降低(70.6%,n = 12),而其近亲报告神经质特征增加(82.4%,n = 14)。在亲和性的感知变化上发现显著差异,8名DBS患者报告增加,4名近亲报告减少(p=0.008)。大多数泵患者(LCIG)报告尽责性下降(66.7% n = 10), 73.3% (n = 11)的近亲证实了这一看法,他们还报告了神经质的增加(73.3%,n = 11)。结论:本研究提示DBS或LCIG治疗后的感知人格改变随治疗和被调查者角色的不同而不同。虽然还需要更大规模的研究,但研究结果表明,在评估人格变化时,考虑患者及其亲属的观点很重要。
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引用次数: 0
High Rate of Postural Blindness in Patients With Idiopathic Parkinson's Disease: A Clinical Observation. 特发性帕金森病患者体位性失明高发的临床观察
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-07-20 eCollection Date: 2025-01-01 DOI: 10.1155/padi/9272217
Damiano D Zemp, Daria Dinacci, Salvatore Galati

Background: Patients affected by idiopathic Parkinson's disease (IPD) are known to have difficulties in sensorial integration. The ratio of the postural sway in the standing position with closed eyes to open eyes (Romberg Quotient) is a simple way to investigate the role of the visual channel in postural control in this category of patients. Objective: We aim to share our observation about the incidence in patients with IPD of postural blindness, namely the reduction of the postural sway by closing the eyes. Methods: Patients had to stay quiet on a force plate for 30 s in four conditions: eyes open and closed both on a firm and a compliant surface. Results: 30% of the 22 patients analyzed reduced their postural sway by closing their eyes on both firm and compliant surfaces. Conclusion: The role of vision for postural control in patients with IPD should be further investigated.

背景:特发性帕金森病(IPD)患者在感觉统合方面存在困难。闭眼站立时的体位摇摆与睁眼时的体位摇摆之比(Romberg商)是研究这类患者体位控制中视觉通道作用的一种简单方法。目的:分享我们观察到的IPD患者体位性失明的发生率,即闭眼减少体位性摇摆。方法:患者在四种情况下,分别在坚硬和柔软的表面上睁眼和闭眼,在测力板上保持安静30 s。结果:在分析的22名患者中,有30%的人通过在坚硬和柔软的表面上闭上眼睛来减少他们的姿势摇摆。结论:视力在IPD患者体位控制中的作用有待进一步研究。
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引用次数: 0
Predictive Value of Brain Volumetry in the Response to Subthalamotomy Using High-Intensity Focused Ultrasound Treatment in Patients With Parkinson's Disease. 脑容量测定在帕金森病患者高强度聚焦超声治疗丘脑下切开术反应中的预测价值
IF 2.1 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-06-12 eCollection Date: 2025-01-01 DOI: 10.1155/padi/8780938
Alfaro-Nasta E, Gonzalez-Mendez P, Lorenzoni J, Juri C, Andia M E

Objective: Subthalamotomy using magnetic resonance-guided high-intensity focused ultrasound (MRg-FUS) is a noninvasive therapy that improves the cardinal symptoms of Parkinson's disease. However, clinical outcomes show high variability even when all inclusion criteria for this treatment are met. In this work, we aim to study the relationship between brain volumetry and clinical response in patients undergoing this treatment. Methods: Twenty patients who underwent MRg-FUS subthalamotomy were included and evaluated at baseline and 3 months post-treatment. Brain volumes were obtained from pretreatment MRI scans processed with the open-source package FreeSurfer. The treatment response was assessed using the movement disorder society unified Parkinson's disease rating scale (MDS-UPDRS). Principal component analysis (PCA) and clustering methods were used to identify groups of patients with similar clinical outcome. Results: PCA identified 2 clusters of patients, and a sensitivity and a specificity of 80% classified patients who will have a response to treatment with an improvement greater than 40% of the pretreatment UPDRS III scale. A positive association was found with the response to treatment with the variables: brain volume, cortical thickness and volume of total gray matter, and subcortical gray matter and white matter. On the other hand, a negative association was found with the response to treatment with the variables: ventricular volume. Conclusion: Our findings suggest that brain atrophy, reduced global cortical thickness, and increased ventricular volume are significantly associated with the predicting treatment response in Parkinson's disease patients undergoing MRg-FUS subthalamotomy.

目的:利用磁共振引导下的高强度聚焦超声(MRg-FUS)进行丘脑下切开术是一种改善帕金森病主要症状的无创治疗方法。然而,即使满足该治疗的所有纳入标准,临床结果也显示出很高的可变性。在这项工作中,我们的目的是研究脑容量测量与接受这种治疗的患者的临床反应之间的关系。方法:选取20例行mri - fus下丘脑切开术的患者,并在基线和治疗后3个月进行评估。脑体积是通过预处理MRI扫描获得的,使用开源软件包FreeSurfer进行处理。使用运动障碍学会统一帕金森病评定量表(MDS-UPDRS)评估治疗效果。采用主成分分析(PCA)和聚类方法对具有相似临床结果的患者进行分组。结果:PCA确定了2组患者,80%的敏感性和特异性将患者分类为对治疗有反应的患者,改善程度超过预处理UPDRS III量表的40%。脑容量、皮质厚度和总灰质体积、皮质下灰质和白质等变量与治疗反应呈正相关。另一方面,发现与治疗反应负相关的变量:心室容积。结论:我们的研究结果表明,脑萎缩、整体皮质厚度减少和心室体积增加与预测帕金森病患者接受MRg-FUS丘脑下切开术的治疗反应显著相关。
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引用次数: 0
Patterns of Use and Patient-Reported Effects of Cannabinoids in People With PD: A Nationwide Survey. 大麻素在PD患者中的使用模式和患者报告的效果:一项全国性调查。
IF 2.1 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-05-28 eCollection Date: 2025-01-01 DOI: 10.1155/padi/2979089
Tangui Barré, Géraldine Cazorla, Vincent Di Beo, Fabienne Lopez, Lise Radoszycki, Gwenaëlle Maradan, Christelle Baunez, Patrizia Carrieri

Background: People with Parkinson's disease (PD) may use cannabis-based products for symptom management. In France, products containing tetrahydrocannabinol (THC) are prohibited, while cannabidiol (CBD)-products are readily available. However, data on cannabinoid use in French people with PD are lacking. Objectives: To identify correlates of the use of cannabis-based products and to document their patterns of use and perceived effects. Methods: A French nationwide online survey was conducted from May to July 2023. Regression analyses helped identify factors associated with current cannabis and CBD use (regardless of their form). Patterns of use and self-reported effects were also documented. Results: The study sample comprised 1136 participants, with a median age of 68 years. Six percent (5.9%) and 17.9% reported using cannabis and CBD, respectively. Both substances were associated with better knowledge of cannabinoids and a poor self-perceived household economic situation. The most common routes of cannabis administration were oral ingestion (44.8%) and smoking (41.4%); for CBD, they were oral ingestion (82.8%) and smoking (6.4%). Users reported that cannabis and CBD were very effective for sleep disorders, pain, and rigidity/cramps. The satisfaction level for both substances was also high. Conclusion: Cannabis and CBD use among people with PD was associated with better knowledge about cannabinoids and a poor self-perceived household economic situation. Furthermore, users reported high levels of satisfaction for both substances. An enhanced communication with healthcare providers and facilitated access to safe cannabis/CBD products are needed in France to enable people with PD to maximize the benefits of cannabinoids when clinically appropriate.

背景:帕金森病(PD)患者可能使用大麻产品进行症状管理。在法国,含有四氢大麻酚(THC)的产品是被禁止的,而大麻二酚(CBD)产品则很容易买到。然而,缺乏关于大麻素在法国PD患者中使用的数据。目的:确定大麻产品使用的相关性,并记录其使用模式和感知效果。方法:于2023年5月至7月在法国全国范围内进行在线调查。回归分析有助于确定与当前大麻和CBD使用相关的因素(无论其形式如何)。还记录了使用模式和自我报告的效果。结果:研究样本包括1136名参与者,中位年龄为68岁。分别有6%(5.9%)和17.9%的人报告使用大麻和CBD。这两种物质都与更好地了解大麻素和自我认知较差的家庭经济状况有关。最常见的给药途径是口服(44.8%)和吸烟(41.4%);对于CBD,他们是口服摄入(82.8%)和吸烟(6.4%)。使用者报告说,大麻和CBD对睡眠障碍、疼痛和僵硬/痉挛非常有效。对这两种物质的满意度也很高。结论:PD患者大麻和CBD的使用与大麻素知识的提高和自我感知的家庭经济状况不佳有关。此外,使用者对这两种物质的满意度都很高。法国需要加强与医疗保健提供者的沟通,并促进获得安全的大麻/CBD产品,以使PD患者能够在临床适当时最大限度地发挥大麻素的益处。
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引用次数: 0
Diagnostic Accuracy of Machine Learning-Assisted MRI for Mild Cognitive Impairment in Parkinson's Disease: A Systematic Review and Meta-Analysis. 机器学习辅助MRI诊断帕金森病轻度认知障碍的准确性:系统回顾和荟萃分析。
IF 2.1 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-05-22 eCollection Date: 2025-01-01 DOI: 10.1155/padi/2079341
Feng Zhang, Liangqing Guo, Lin Liu, Xiaochun Han

To evaluate the diagnostic accuracy of machine learning-assisted magnetic resonance imaging (MRI) in detecting cognitive impairment among Parkinson's disease (PD) patients through a systematic review and meta-analysis. We systematically searched for studies that applied machine learning algorithms to MRI data for diagnosing PD with mild cognitive impairment (PD-MCI). Data were extracted and synthesized to calculate pooled sensitivity, specificity, positive likelihood ratio (PLR) and negative diagnostic likelihood ratio (NLR), and diagnostic odds ratios (DOR). A bivariate random-effects model and summary receiver operating characteristic (SROC) curves were employed for statistical analysis. The quality of studies was assessed using the Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) instrument. The publication bias was investigated through Deeks' funnel plot. All statistical analyses were conducted using Stata 14.0. The pooled sensitivity and specificity for diagnosing PD-MCI using machine learning-assisted MRI were 0.82 (95% CI: 0.75-0.87) and 0.81 (95% CI: 0.73-0.87), respectively. The PLR was 4.28 (95% CI: 2.93-6.27), and the NLR was 0.23 (95% CI: 0.16-0.32), indicating a high diagnostic accuracy. The area under the curve (AUC) for the SROC was 0.85 (95% CI: 0.82-0.88). Quality assessment using the QUADAS-2 tool showed a predominantly low risk of bias among the studies, and the Deeks' funnel plot suggested no significant publication bias (p=0.30). In summary, the MRI combined with machine learning for diagnosing PD-MCI achieved high accuracy with the pooled sensitivity of 82% and specificity of 81%.

通过系统综述和荟萃分析,评估机器学习辅助磁共振成像(MRI)检测帕金森病(PD)患者认知功能障碍的诊断准确性。我们系统地检索了将机器学习算法应用于MRI数据诊断PD合并轻度认知障碍(PD- mci)的研究。提取并综合数据,计算合并敏感性、特异性、阳性似然比(PLR)、阴性诊断似然比(NLR)和诊断优势比(DOR)。采用双变量随机效应模型和综合受试者工作特征(SROC)曲线进行统计分析。使用诊断准确性研究质量评估(QUADAS-2)仪器评估研究质量。采用Deeks漏斗图调查发表偏倚。所有统计分析均使用Stata 14.0进行。使用机器学习辅助MRI诊断PD-MCI的总敏感性和特异性分别为0.82 (95% CI: 0.75-0.87)和0.81 (95% CI: 0.73-0.87)。PLR为4.28 (95% CI: 2.93-6.27), NLR为0.23 (95% CI: 0.16-0.32),诊断准确性较高。SROC曲线下面积(AUC)为0.85 (95% CI: 0.82-0.88)。使用QUADAS-2工具进行的质量评估显示,这些研究的偏倚风险明显较低,Deeks漏斗图显示没有显著的发表偏倚(p=0.30)。综上所述,MRI结合机器学习诊断PD-MCI的准确率较高,总灵敏度为82%,特异性为81%。
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引用次数: 0
Method of Tremor Levodopa Responsiveness Assessment and Its Correlation With Clinical Factors in Parkinson's Disease: Outcomes of the Acute Levodopa Challenge Test. 帕金森病震颤左旋多巴反应性评价方法及其与临床因素的相关性:急性左旋多巴激发试验结果
IF 2.1 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-05-20 eCollection Date: 2025-01-01 DOI: 10.1155/padi/9923049
Fangfei Li, Shaosong Xing, Yusha Cui, Lingyan Ma, Rui Yan, Genliang Liu, Tao Feng

Objectives: Levodopa remains the most effective treatment for Parkinson's disease (PD); however, tremor reactions to dopaminergic medications show significant variance among patients with PD. This study aimed to assess the different methodologies employed to determine the dopamine responsiveness of tremors and their association with the clinical characteristics of PD. Methods: Patients with PD and tremors were evaluated using the acute levodopa challenge test (LCT). Tremor levodopa responsiveness (LR) was calculated using the Unified Parkinson's Disease Rating Scale Part III (UPDRS-III) scores during OFF and ON periods. Tremor LR was calculated in two formats: absolute difference in tremor scores (OFF-ON), termed aLR, and percentage change in tremor scores, termed %LR and calculated as ([OFF-ON]/OFF100%). Independent variables were compared between the better tremor response to levodopa and poorer tremor response to levodopa groups based on the tremor change rate median score. Additionally, the effect of the tremor LR calculation method was correlated with clinical measures. Results: This study enrolled 188 patients with PD who displayed tremors, of whom 98 (52%) showed better tremor response to levodopa. We identified a moderately negative correlation between tremor aLR and the rigidity-to-tremor score ratio (r = 0.40) during the OFF period, in addition to positive correlations between tremor aLR and the tremor score (r = 0.75), rest tremor score (r = 0.75), motor score (r = 0.42), postural and kinetic tremor score (r = 0.30), and tremor score-to-disease duration ratio (r = 0.30) of the UPDRS-III during OFF periods. The tremor %LR showed no significant relationship with any of the tested variables. Conclusions: The aLR, rather than the %LR, is a more effective assessment method for evaluating the efficacy of levodopa for treating tremors in PD.

目的:左旋多巴仍然是治疗帕金森病(PD)最有效的药物;然而,PD患者对多巴胺能药物的震颤反应有显著差异。本研究旨在评估用于确定震颤多巴胺反应性的不同方法及其与PD临床特征的关联。方法:采用急性左旋多巴激发试验(LCT)对PD合并震颤患者进行评价。使用统一帕金森病评定量表第三部分(UPDRS-III)评分在OFF和ON期间计算震颤左旋多巴反应性(LR)。震颤LR以两种格式计算:震颤评分的绝对差值(OFF-ON),称为aLR;震颤评分的百分比变化,称为%LR,计算为([OFF-ON]/OFF100%)。根据震颤变化率中位数评分,比较左旋多巴组震颤反应好组和左旋多巴组震颤反应差组的自变量。此外,震颤LR计算方法的效果与临床指标相关。结果:本研究入组188例有震颤症状的PD患者,其中98例(52%)左旋多巴表现出较好的震颤反应。我们发现,在OFF期间,震颤aLR与刚性-震颤评分比(r = 0.40)之间存在中度负相关,此外,震颤aLR与UPDRS-III的震颤评分(r = 0.75)、静止震颤评分(r = 0.75)、运动评分(r = 0.42)、体位和动力学震颤评分(r = 0.30)以及震颤评分-疾病持续时间比(r = 0.30)之间存在正相关。震颤%LR与任何测试变量均无显著关系。结论:相对于%LR, aLR是评价左旋多巴治疗PD患者震颤疗效更有效的评价方法。
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引用次数: 0
Neuroprotective Mechanisms and Clinical Evidence for Acupuncture in Parkinson's Disease: A Systematic Review. 针灸治疗帕金森病的神经保护机制和临床证据:系统综述。
IF 2.1 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-05-11 eCollection Date: 2025-01-01 DOI: 10.1155/padi/9739567
Jinting Li, Minmin Wu, Wenjing Song, Jiongliang Zhang, Luwen Zhu

Parkinson's disease (PD) is the second most common neurodegenerative disorder worldwide, and the mainstay of treatment is dopamine replacement therapy; however, its beneficial effects tend to wane over time as the disease progresses. Many patients seek complementary therapies to alleviate motor and nonmotor symptoms associated with PD, and the efficacy of acupuncture as a commonly used complementary and alternative therapy for PD remains controversial. In this review, we systematically examine randomized controlled trials and mechanistic studies on acupuncture for PD over the past 12 years. The findings indicate that acupuncture improves both motor and nonmotor symptoms. We also found that the mechanisms underlying the effects of acupuncture on PD may involve connectomics, modulation of dopamine and glutamate systems, regulation of the gut-brain axis, organelle homeostasis, and molecular and signaling pathway modulation. This review proposes a multitarget neuroprotection hypothesis to provide a theoretical basis for standardized acupuncture research.

帕金森病(PD)是世界上第二大最常见的神经退行性疾病,主要的治疗方法是多巴胺替代疗法;然而,随着疾病的发展,它的有益作用往往会随着时间的推移而减弱。许多患者寻求辅助疗法来缓解PD相关的运动和非运动症状,针刺作为PD常用的补充和替代疗法的疗效仍存在争议。在这篇综述中,我们系统地回顾了过去12年来关于针灸治疗帕金森病的随机对照试验和机制研究。研究结果表明,针灸可以改善运动和非运动症状。我们还发现,针刺治疗PD的潜在机制可能涉及连接组学、多巴胺和谷氨酸系统的调节、肠-脑轴的调节、细胞器稳态以及分子和信号通路的调节。本文提出多靶点神经保护假说,为针刺规范化研究提供理论依据。
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引用次数: 0
Construction and Identification of Inflammation-Related TF-mRNA-miRNA Coexpression Network and Immune Infiltration in Parkinson's Disease. 炎症相关TF-mRNA-miRNA共表达网络与帕金森病免疫浸润的构建与鉴定
IF 2.1 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-05-07 eCollection Date: 2025-01-01 DOI: 10.1155/padi/2323585
Zhuzhen Shen, Jieli Zhang, Xiuna Jing, Enxiang Tao

Background: Parkinson's disease (PD) is the second most common neurodegenerative disease worldwide. Inflammation, marked by the infiltration of inflammatory mediators and the proliferation of inflammatory cells, is closely linked to PD. This study aims to identify and validate inflammation-related biomarkers in PD and construct a TF-mRNA-miRNA coexpression network through bioinformatics analysis. Methods: The PD-associated dataset GSE7621 and inflammation-related genes were downloaded from the GEO Database and GeneCards platform to obtain inflammation-related differential expression genes (IRDEGs). The key IRDEGs were generated by PPI network analysis. The gene expression levels of the key IRDEGs were validated by blood samples from PD patients using QPCR analysis. We utilized the ENCODE, hTFtarget, CHEA, miRWALK, and miRDB databases to obtain upstream and downstream molecular network models for constructing the TF-mRNA-miRNA interaction network of the key IRDEGs. Finally, based on CIBERSORT algorithm, the associations between IRDEs and immune cell infiltration were investigated. Results: A total of four key IRDEGs (CXCR4, LEP, SLC18A2, and TAC1) were screened and validated. Through biological function analysis, key-related pathways and coexpression networks of PD were identified. These genes may be closely related to the onset of PD. Additionally, we found that increased CD4 T-cell infiltration might be associated with the occurrence of PD. Conclusions: We identified four potential inflammation-related treatment target and constructed a TF-mRNA-miRNA regulatory network. This information provides an initial basis for understanding the complex PD regulatory mechanisms.

背景:帕金森病(PD)是世界上第二常见的神经退行性疾病。炎症以炎症介质的浸润和炎症细胞的增殖为特征,与PD密切相关。本研究旨在通过生物信息学分析,鉴定和验证PD中炎症相关的生物标志物,构建TF-mRNA-miRNA共表达网络。方法:从GEO数据库和GeneCards平台下载pd相关数据集GSE7621和炎症相关基因,获取炎症相关差异表达基因(IRDEGs)。通过PPI网络分析生成关键irdeg。通过PD患者血液样本的QPCR分析,验证了关键irdeg的基因表达水平。我们利用ENCODE、hTFtarget、CHEA、miRWALK和miRDB数据库获取上下游分子网络模型,构建关键irdeg的TF-mRNA-miRNA相互作用网络。最后,基于CIBERSORT算法,研究了IRDEs与免疫细胞浸润的关系。结果:共筛选并验证了4个关键irdeg (CXCR4、LEP、SLC18A2和TAC1)。通过生物学功能分析,确定PD的关键相关通路和共表达网络。这些基因可能与帕金森病的发病密切相关。此外,我们发现CD4 t细胞浸润增加可能与PD的发生有关。结论:我们确定了四个潜在的炎症相关治疗靶点,并构建了TF-mRNA-miRNA调控网络。这些信息为理解复杂的PD调控机制提供了初步的基础。
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引用次数: 0
The Regional Burden of Parkinson's Disease in Kazakhstan 2014-2021: Insights From National Health Data. 2014-2021年哈萨克斯坦帕金森病区域负担:来自国家卫生数据的见解
IF 2.1 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-05-01 eCollection Date: 2025-01-01 DOI: 10.1155/padi/4317554
Ruslan Akhmedullin, Arnur Gusmanov, Gulnur Zhakhina, Byron Crape, Temirgali Aimyshev, Yuliya Semenova, Gaziz Kyrgyzbay, Abduzhappar Gaipov

Background: This study explores the burden of Parkinson's disease (PD) in Kazakhstan, the largest country in Central Asia, a region where data on neurological disorders are notably sparse. Methods: Utilizing data from Kazakhstan's Unified National Electronic Health System during 2014-2021, the study investigates the epidemiology, disability-adjusted life years (DALYs), and survival outcomes in a cohort of PD patients. The authors employed Cox proportional hazards regression models and Kaplan-Meier analysis, alongside sensitivity analyses, to assess the impact of demographic factors, hypertension, and the Charlson Comorbidity Index (CCI) on survival. Results: The study cohort included 10,125 patients, revealing a tenfold increase in PD prevalence during the study period. Mortality rates varied significantly, with the highest rates observed in the eldest age group (137.05 per 1000 person-years). PD contributed to a loss of 156.12 DALYs per 100,000 population, primarily driven by years of life lost. The analysis identified an increased risk of all-cause mortality among males (adjusted hazard ratio (aHR) 1.6; 1.5-1.8), older individuals (aHR 1.05; 1.04-1.06), those with higher CCIs, and individuals of Kazakh ethnicity. Interestingly, patients with comorbid hypertension had a higher probability of survival (aHR 0.67; 0.60-0.73). Conclusion: This study is the first of its kind in Central Asia to examine the burden of PD using a large-scale outpatient registry. The findings underscore the need for targeted interventions to address the growing burden of PD, particularly among males and ethnic Kazakhs. Additionally, further research is needed to explore the inverse association between hypertension and survival in the PD cohort.

背景:本研究探讨了中亚最大的国家哈萨克斯坦帕金森病(PD)的负担,该地区关于神经系统疾病的数据明显稀少。方法:利用2014-2021年哈萨克斯坦统一国家电子卫生系统的数据,研究了PD患者队列的流行病学、残疾调整生命年(DALYs)和生存结果。作者采用Cox比例风险回归模型和Kaplan-Meier分析以及敏感性分析来评估人口统计学因素、高血压和Charlson合并症指数(CCI)对生存率的影响。结果:研究队列包括10,125例患者,显示在研究期间PD患病率增加了10倍。死亡率差别很大,最大年龄组的死亡率最高(每1000人年137.05人)。PD导致每10万人损失156.12个DALYs,主要原因是寿命减少。分析发现男性全因死亡风险增加(校正风险比(aHR) 1.6;1.5 ~ 1.8),老年个体(aHR 1.05;1.04 ~ 1.06)、高CCIs人群和哈萨克族人群。有趣的是,合并高血压的患者生存率更高(aHR 0.67;0.60 - -0.73)。结论:这项研究是中亚地区第一个使用大规模门诊登记来检查PD负担的研究。研究结果强调了有针对性的干预措施的必要性,以解决PD日益增加的负担,特别是在男性和哈萨克族人中。此外,还需要进一步的研究来探索PD队列中高血压与生存之间的负相关关系。
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Parkinson's Disease
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