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Physiotherapy interventions for balance impairments in Parkinson’s disease: evidence from a systematic review and dose-response meta-analysis 帕金森病患者平衡障碍的物理治疗干预:来自系统评价和剂量反应荟萃分析的证据
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2026-03-25 DOI: 10.1038/s41531-026-01326-7
Rebecca Cardini, Elisa Gervasoni, Stefano Giannoni-Luza, Anna Cavalca, Alessia Piva, Davide Cattaneo, Elisa Pelosin, Tommaso Bocci, Sara Marceglia, Alberto Priori, Matteo Guidetti
Balance impairments are among the most disabling symptoms of Parkinson and are often poorly responsive to pharmacological therapy. Physiotherapy (PT) is a key non-pharmacological intervention to improve postural control, though optimal exercise characteristics and dose remain unclear. We conducted a systematic review and dose–response meta-analysis to evaluate PT’s effectiveness on balance in people with Parkinson’s disease (PwPD) and define a dose–response relationship. A systematic search of PubMed/MEDLINE, EMBASE, and Web of Science was done from March-April 2024 and updated in February 2025. Eligibility criteria comprised RCTs or cross-over studies included adults with idiopathic PD receiving exercise targeting balance. Two reviewers independently assessed risk of bias using the Cochrane Risk of Bias tool for randomized trials (RoB 2.0). Thirty studies (n participants = 2,932; mean ± SD age = 69.3 ± 4.0 years; mean ± SD disease duration = 6.7 ± 1.6 years; mean ± SD Hoehn & Yahr = 2.3 ± 0.5) were included. Balance outcomes were Mini-Balance Evaluation Systems Test (Mini-BESTest), Timed Up and Go (TUG), Berg Balance Scale (BBS), Unified PD Rating Scale (UPDRS-III), and Sensory Organization Test (SOT). Physiotherapy led to moderate balance improvements (SMD = 0.56, 95%CI 0.38-0.74), with balance-specific training showing the greatest effect (SMD = 0.64, 95%CI 0.35-0.93). No clear linear dose–response was found between training volume and effect size. Subgroup analyses confirmed consistent benefits across Mini-BESTest, BBS, and TUG. These findings support personalized, balance-focused rehabilitation in PD and highlight the need for clearer intervention protocols.
平衡障碍是帕金森最严重的致残症状之一,通常对药物治疗反应不佳。物理治疗(PT)是改善体位控制的关键非药物干预,尽管最佳运动特性和剂量尚不清楚。我们进行了一项系统综述和剂量-反应荟萃分析,以评估PT对帕金森病(PwPD)患者平衡的有效性,并确定剂量-反应关系。系统检索PubMed/MEDLINE、EMBASE和Web of Science于2024年3 - 4月完成,并于2025年2月更新。入选标准包括随机对照试验或交叉研究,包括成人特发性PD患者接受以平衡为目标的运动。两位审稿人使用Cochrane随机试验偏倚风险工具(RoB 2.0)独立评估偏倚风险。纳入30项研究(n名受试者= 2932名;平均±SD年龄= 69.3±4.0岁;平均±SD病程= 6.7±1.6年;平均±SD Hoehn & Yahr = 2.3±0.5)。平衡结果包括mini - best评估系统测试(mini - best)、Timed Up and Go (TUG)、Berg平衡量表(BBS)、统一PD评定量表(UPDRS-III)和感觉组织测试(SOT)。物理治疗导致适度的平衡改善(SMD = 0.56, 95%CI 0.38-0.74),平衡训练显示出最大的效果(SMD = 0.64, 95%CI 0.35-0.93)。在训练量和效应量之间没有发现明显的线性剂量反应。亚组分析证实了mini - best、BBS和TUG的一致疗效。这些发现支持PD的个性化、以平衡为中心的康复,并强调需要更明确的干预方案。
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引用次数: 0
Publisher Correction: Prediction of all-cause mortality in Parkinson's disease with explainable artificial intelligence using administrative healthcare data. 出版商更正:利用行政医疗保健数据,利用可解释的人工智能预测帕金森病的全因死亡率。
IF 8.2 1区 医学 Q1 NEUROSCIENCES Pub Date : 2026-03-23 DOI: 10.1038/s41531-026-01324-9
You Hyun Park, Yong Wook Kim, Dae Ryong Kang, Sang Chul Lee, Seo Yeon Yoon
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引用次数: 0
Profiling of 5-hydroxymethylcytosine in blood reveals preferential enrichment at exon-intron junctions and predictive value for Parkinson's disease. 血液中5-羟甲基胞嘧啶的分析揭示了外显子-内含子连接处的优先富集和帕金森病的预测价值。
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2026-03-20 DOI: 10.1038/s41531-026-01322-x
Philipp Antczak,Peter Brandt,Lav Radosavljević,Per Svenningsson,Joëlle Rüegg,Kristina Bečanović
5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) are epigenetic modifications increasingly recognized for their roles in Parkinson's disease (PD). In this study, we profiled 5mC and 5hmC in blood samples from individuals with PD to explore their relevance to disease status and progression. We observed significantly reduced global 5hmC levels in peripheral blood mononuclear cells (PBMCs) from PD cases compared to controls. Using the Illumina EPIC BeadArray, we conducted genome-wide analyses of 5mC and 5hmC in a subset of PD cases and controls to explore methylation and hydroxymethylation patterns. We identified differentially methylated and hydroxymethylated positions and regions enriched within introns, with both types of regions showing a marked concentration near exon-intron junctions. Positional analysis relative to exon-intron junctions revealed that proximal and distal regions mapped to partially different functional themes, suggesting that genomic context provides additional biological insight. Functional enrichment analyses also highlighted distinct biological roles for 5mC and 5hmC, with associated genes implicated in neurodevelopment, vascular remodeling, and neuroimmune signaling. Additionally, we demonstrate that global 5hmC levels, in combination with age and sex, are predictive of disease status, highlighting the potential of 5hmC as a blood-based biomarker for PD.
5-甲基胞嘧啶(5mC)和5-羟甲基胞嘧啶(5hmC)是表观遗传修饰,在帕金森病(PD)中的作用越来越得到认可。在这项研究中,我们分析了PD患者血液样本中的5mC和5hmC,以探讨它们与疾病状态和进展的相关性。与对照组相比,我们观察到PD患者外周血单个核细胞(PBMCs)的5hmC水平显著降低。使用Illumina EPIC BeadArray,我们对PD患者和对照组的5mC和5hmC进行了全基因组分析,以探索甲基化和羟甲基化模式。我们发现了内含子内富集的差异甲基化和羟甲基化位置和区域,这两种类型的区域在外显子-内含子连接处附近显示出明显的浓度。相对于外显子-内含子连接的位置分析显示,近端和远端区域映射到部分不同的功能主题,这表明基因组背景提供了额外的生物学见解。功能富集分析还强调了5mC和5hmC的不同生物学作用,其相关基因涉及神经发育、血管重塑和神经免疫信号传导。此外,我们证明了全球5hmC水平,结合年龄和性别,可以预测疾病状态,突出了5hmC作为PD血液生物标志物的潜力。
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引用次数: 0
Age at onset of Parkinson's disease modulates the sphingolipid-dopaminergic interplay in autonomic progression. 帕金森病发病年龄调节自主神经进展中的鞘脂-多巴胺能相互作用。
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2026-03-19 DOI: 10.1038/s41531-026-01308-9
Zhinan Ye,Shishu Zhang,Zijia Liu,Junchao Wang,Junjie Li,Xicheng Yu,Xinyi Yuan,Zhuoyu Chen,Zihan Yuan,Ziyu Yang,Suwen Huang,Yiyun Weng,Dehao Yang
To investigate whether age of onset (AAO) affects cerebrospinal fluid (CSF) C16 glucosylceramide (C16 GlcCer) and striatal dopamine transporter-specific binding ratios (DAT-SBRs) in Parkinson's disease (PD), and their associations with longitudinal autonomic and cognitive outcomes, we conducted a large-scale, multicenter, prospective observational cohort study. Late-onset PD (LOPD, AAO > 50 years) patients showed higher baseline CSF C16 GlcCer and lower DAT‑SBR in some striatal regions compared to early‑onset PD (EOPD, AAO ≤ 50 years). Higher DAT-SBR was associated with a lower risk of autonomic dysfunction (AutD) in both groups and with better longitudinal cognitive performance in LOPD. Importantly, only in LOPD did the interaction between C16 GlcCer and DAT‑SBR predict more favorable autonomic progression, independent of CSF α‑synuclein. In EOPD, AutD risk was primarily related to regional DAT loss. These findings suggest that AAO modulates sphingolipid‑dopaminergic crosstalk and supports the combined use of these biomarkers for risk stratification.
为了研究发病年龄(AAO)是否影响帕金森病(PD)患者脑脊液(CSF) C16糖基神经酰胺(C16 glcer)和纹状体多巴胺转运体特异性结合比(dat - sbr),以及它们与纵向自主神经和认知预后的关系,我们进行了一项大规模、多中心、前瞻性观察队列研究。与早发性PD (EOPD, AAO≤50岁)相比,迟发性PD (LOPD, AAO≤50岁)患者的基线CSF C16 glcer较高,某些纹状体区域的DAT - SBR较低。在两组中,较高的DAT-SBR与较低的自主神经功能障碍(AutD)风险相关,并且与LOPD患者更好的纵向认知表现相关。重要的是,只有在LOPD中,C16 glcer和DAT - SBR之间的相互作用预示着更有利的自主神经进展,独立于CSF α -突触核蛋白。在EOPD中,aud风险主要与区域数据丢失有关。这些发现表明,AAO调节鞘脂-多巴胺能串扰,并支持这些生物标志物在风险分层中的联合使用。
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引用次数: 0
Cortical and basal ganglia beta oscillations and frequency-dependent DBS effects in the A53T Parkinson's disease rat model. A53T帕金森病大鼠模型中皮质和基底神经节β振荡和频率依赖性DBS效应
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2026-03-19 DOI: 10.1038/s41531-026-01304-z
Laura Kondrataviciute,Minesh Kapadia,Ivan Skelin,Srdjan Sumarac,Luka Zivkovic,Luis Antonio Franco Vergara,Sabika Jafri,Cherisse Tan,Hien Chau,Yuhan Hou,Savanna Blade,Xilin Liu,Clement Hamani,Taufik Valiante,William D Hutchison,Luka Milosevic,Lorraine V Kalia,Suneil K Kalia
Parkinson's disease (PD) is a movement disorder characterized by alpha-synuclein (a-Syn) aggregation, dopaminergic degeneration, and pathological beta oscillations (13-30 Hz) in the basal ganglia circuit. Deep brain stimulation (DBS) is an effective neurosurgical treatment for the motor symptoms of PD. However, the extent to which mitigation of beta oscillations mediates DBS therapeutic effects remains uncertain. Using an adeno-associated virus-mediated nigral A53T a-Syn overexpression rat model, we examined basal ganglia-thalamo-cortical electrophysiology and the model's responsiveness to DBS. In vivo recordings revealed early beta emergence in the motor cortex (MCx), spreading to the subthalamic nucleus (STN) and entopeduncular nucleus (EP) with neurodegeneration. This was accompanied by alterations in STN and EP single-unit activity. Awake-state beta oscillations manifested as transient bursts. Low- and high-frequency DBS differentially modulated beta bursts and motor performance. Our results demonstrate that the A53T a-Syn model replicates key PD-like electrophysiological features, providing a platform to investigate DBS mechanisms and optimize therapies targeting aberrant beta activity.
帕金森病(PD)是一种以α -突触核蛋白(a- syn)聚集、多巴胺能变性和基底节区回路病理性β振荡(13-30 Hz)为特征的运动障碍。脑深部电刺激(DBS)是治疗帕金森病运动症状的有效神经外科方法。然而,β振荡的缓解在多大程度上介导DBS治疗效果仍不确定。采用腺相关病毒介导的大鼠神经A53T - syn过表达模型,研究了基底神经节-丘脑-皮质电生理和模型对DBS的反应性。体内记录显示运动皮质(MCx)早期出现β,并随着神经退行性变扩散到丘脑下核(STN)和髓核内核(EP)。这伴随着STN和EP单单位活性的改变。清醒状态的β振荡表现为瞬态爆发。低频和高频DBS差分调制脉冲和运动性能。我们的研究结果表明,A53T a- syn模型复制了关键的pd样电生理特征,为研究DBS机制和优化针对异常β活性的治疗提供了一个平台。
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引用次数: 0
Altered wakeful theta activity characterizes levodopa-induced dyskinesia in Parkinson's disease. 帕金森氏病患者左旋多巴诱导的运动障碍的觉醒θ波活动改变特征
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2026-03-19 DOI: 10.1038/s41531-026-01320-z
Luigi Fiorillo,Giovanni Lombardi,Nicolo La Porta,Lisa Arnaud,Marco Veneruso,Anna Castelnovo,Ilaria Bertaina,Claudio Staedler,Alain Kaelin-Lang,Salvatore Galati
Slow-wave activity during sleep facilitates synaptic downscaling, while theta activity during wakefulness reflects synaptic upscaling, and both processes may be altered in levodopa-induced dyskinesia (LID) in Parkinson's disease (PD). We compared actigraphy and high-density EEG in 12 healthy volunteers and three PD cohorts: early stage (EPD, n = 12), advanced non-dyskinetic (ADV, n = 13), and advanced dyskinetic (DYS, n = 11). Participants completed one week of actigraphy monitoring, followed by two resting-state EEG recordings conducted separately in the morning and evening. Wake-theta activity was analyzed using both linear and linear mixed-effects models, adjusted for age/sex, plus cluster-based non-parametric statistics, then related to clinical variables, and actigraphy-derived sleep metrics via partial correlations. Dyskinetic patients showed marked sleep disruption, elevated morning theta compared with controls (p = 0.006, d = 1.54) and EPD (p = 0.03, d = 0.85), along with a significantly reduced diurnal theta build-up compared with controls (p = 0.009, d = 1.57). EPD and ADV groups showed preserved diurnal increases. In dyskinetic patients, a higher levodopa equivalent daily dose (LEDD) was correlated with higher morning theta (ρ = 0.70, p = 0.023, pFDR=0.046) and smaller diurnal theta increases (ρ = -0.77, p = 0.009, pFDR=0.046). Relationships between theta and actigraphy-derived sleep metrics were weaker and inconsistent across groups. These findings suggest a dyskinesia-specific profile of impaired wake-related theta homeostasis, motivating longitudinal studies combining polysomnography and waking EEG.
睡眠时的慢波活动促进突触降阶,而清醒时的θ波活动反映突触升阶,这两个过程可能在左旋多巴诱导的帕金森病(PD)运动障碍(LID)中发生改变。我们比较了12名健康志愿者和三个PD队列的活动图和高密度脑电图:早期(EPD, n = 12)、晚期非运动障碍(ADV, n = 13)和晚期运动障碍(DYS, n = 11)。参与者完成了一周的活动记录仪监测,随后分别在早上和晚上进行两次静息状态脑电图记录。使用线性和线性混合效应模型分析Wake-theta活动,调整年龄/性别,加上基于簇的非参数统计,然后与临床变量相关,并通过部分相关性分析活动图衍生的睡眠指标。与对照组相比,运动障碍患者表现出明显的睡眠中断,早晨θ波升高(p = 0.006, d = 1.54)和EPD升高(p = 0.03, d = 0.85),与对照组相比,每日θ波积累显著减少(p = 0.009, d = 1.57)。EPD组和ADV组保持了日增。在运动障碍患者中,较高的左旋多巴当量日剂量(LEDD)与较高的早晨θ (ρ = 0.70, p = 0.023, pFDR=0.046)和较小的日θ升高(ρ = -0.77, p = 0.009, pFDR=0.046)相关。θ波和活动图衍生的睡眠指标之间的关系较弱,各组之间也不一致。这些发现表明,运动障碍是与清醒相关的θ波稳态受损的特定特征,这激发了结合多导睡眠图和清醒脑电图的纵向研究。
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引用次数: 0
Sex differences in the severity of non-motor symptoms in Parkinson's disease: a systematic review and meta-analysis. 帕金森病非运动症状严重程度的性别差异:系统回顾和荟萃分析
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2026-03-18 DOI: 10.1038/s41531-026-01323-w
Calogero Edoardo Cicero,Claudio Terravecchia,Lavinia Lucia Pettinato,Silvia Tabbì,Giulia Donzuso,Donatella Contrafatto,Giovanni Mostile,Mario Zappia,Alessandra Nicoletti
Non-motor symptoms (NMS) in Parkinson's Disease (PD) encompass a variety of symptoms which may differ in terms of presentation and severity according to gender. However, literature evidences are often conflicting due to the use of different instruments. The Non-Motor Symptoms Scale (NMSS) is a validated tool widely used to holistically assess NMSs in PD. We aimed to summarize available data on gender differences in NMS severity in PD using the NMSS. A literature review has been performed in the PubMed and Scopus databases up to 1st February 2025. A random effect model was used to report pooled effects. Nine full text articles have been included in the analysis, pooling the data of 4352 PD patients [N = 2453 (58%) men]. Women showed higher symptoms severity in mood/cognition whereas higher severity in the sexual domain was found in men. These findings highlight the need for a specific gender-related approach in PD.
帕金森病(PD)的非运动症状(NMS)包括多种症状,这些症状在表现和严重程度方面可能因性别而异。然而,由于使用不同的仪器,文献证据往往相互矛盾。非运动症状量表(NMSS)是一种经过验证的工具,广泛用于全面评估PD患者的NMSS。我们的目的是利用NMSS来总结PD中NMS严重程度的性别差异的现有数据。截至2025年2月1日,在PubMed和Scopus数据库中进行了文献综述。随机效应模型用于报告合并效应。9篇全文文章纳入分析,共纳入4352例PD患者的数据[N = 2453(58%)男性]。女性在情绪/认知方面表现出更严重的症状,而男性在性方面表现出更严重的症状。这些发现强调了在PD中需要一种特定的与性别相关的方法。
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引用次数: 0
Integrative clinical and genomic analyses reveal a causal role of GPNMB in the bone-brain axis of Parkinson's disease. 综合临床和基因组分析揭示了GPNMB在帕金森病骨脑轴中的因果作用。
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2026-03-18 DOI: 10.1038/s41531-026-01325-8
Xingzhi Guo,Peiyao Wei,Wenzhi Shi,Rong Zhou,Rui Li
Osteokines, primarily secreted by bone, have been implicated in brain function and Parkinson's disease (PD) pathogenesis, yet their circulating levels in PD and potential role in the relationship between bone mineral density (BMD) and PD remain unclear. 80 participants (40 PD patients and 40 controls) were enrolled to measure plasma levels of eight osteokines (GPNMB, OPN, SOST, DKK1, RANKL, FGF23, BMP2, and BMP4) and assess their associations with clinical scales. Mendelian randomization (MR), SMR, and colocalization analyses were performed to evaluate causal relationships between osteokines and PD. Restricted cubic spline (RCS) models were applied to explore nonlinear associations between BMD, osteokines, and PD. GPNMB levels were significantly elevated in PD patients and showed a linear association with PD risk. Higher GPNMB levels were associated with worse cognitive performance and clinical severity, while higher SOST levels correlated with milder symptoms. Genetic analyses consistently supported a causal and colocalized relationship between GPNMB and PD. Total coxa BMD and T-score were lower in PD, but not statistically significant. RCS analysis revealed an "n-shaped" association between total coxa T-score and both PD and GPNMB levels. Overall, GPNMB appears causally linked to PD risk and may mediate the bone-brain axis connecting BMD with PD susceptibility.
骨因子主要由骨骼分泌,与脑功能和帕金森病(PD)发病机制有关,但其在PD中的循环水平及其在骨矿物质密度(BMD)和PD之间关系中的潜在作用尚不清楚。80名参与者(40名PD患者和40名对照组)被纳入研究,测量血浆中8种骨因子(GPNMB、OPN、SOST、DKK1、RANKL、FGF23、BMP2和BMP4)的水平,并评估其与临床量表的相关性。通过孟德尔随机化(MR)、SMR和共定位分析来评估骨因子与PD之间的因果关系。限制三次样条(RCS)模型用于探索骨密度、骨因子和PD之间的非线性关联。GPNMB水平在PD患者中显著升高,并与PD风险呈线性相关。较高的GPNMB水平与较差的认知表现和临床严重程度相关,而较高的SOST水平与较轻的症状相关。遗传分析一致支持GPNMB和PD之间的因果关系和共定位关系。PD组总髋BMD和t评分较低,但无统计学意义。RCS分析显示,总coxa t评分与PD和GPNMB水平呈“n”形相关。总的来说,GPNMB似乎与PD风险有因果关系,并可能介导连接BMD和PD易感性的骨-脑轴。
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引用次数: 0
Loss of METTL14 in dopaminergic neurons disrupts ER homeostasis via m6A-dependent regulation of Atp2a3 mRNA: Implications for Parkinson’s Disease 多巴胺能神经元中METTL14的缺失通过m6a依赖性调节Atp2a3 mRNA破坏内质网稳态:对帕金森病的影响
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2026-03-17 DOI: 10.1038/s41531-026-01318-7
Yan Teng, Zhihao Liu, Fan Wei, Qin Tang, Manjun Li, Xingmin Chen, Jin Yi, Shu He, Jianli Xu, Yuqing Hang, Kaifang Wang, Yanzhuo Liu, Haisong Jiang, Weidong Le, Lu Yang
Dopaminergic (DA) neurons are highly susceptible to endoplasmic reticulum (ER) burden and redox imbalance, which drive their degeneration and contribute to Parkinson’s disease (PD) pathogenesis. Previous work established METTL14-mediated N6-methyladenosine (m6A) modification as critical for dopaminergic (DA) neuron survival. Here, we delineate the underlying mechanism by which m6A dysregulation triggers neurodegeneration through the post-transcriptional modulation of key target genes. Using Mettl14 conditional knockout mice, we identified the ER calcium channel ATP2A3—a key calcium homeostasis regulator and known PD biomarker—as a major target of METTL14. METTL14 deficiency significantly reduced ATP2A3 expression, thereby exacerbating ER homeostasis and oxidative stress, ultimately leading to DA neuronal death. Restoring METTL14 in vivo alleviates motor deficits and neurodegeneration. Our findings reveal that m6A-mediated regulation of ATP2A3 bridges RNA epigenetic dysregulation to PD pathogenesis, highlighting this axis as a potential therapeutic target in this disease.
多巴胺能(DA)神经元极易受到内质网(ER)负荷和氧化还原失衡的影响,从而导致其变性,并参与帕金森病(PD)的发病机制。先前的研究表明,mettl14介导的n6 -甲基腺苷(m6A)修饰对多巴胺能(DA)神经元的存活至关重要。在这里,我们描述了m6A失调通过关键靶基因的转录后调节触发神经退行性变的潜在机制。使用Mettl14条件敲除小鼠,我们确定了内质网钙通道atp2a3 -一种关键的钙稳态调节剂和已知的PD生物标志物-作为Mettl14的主要靶点。METTL14缺乏显著降低ATP2A3的表达,从而加剧内质网稳态和氧化应激,最终导致DA神经元死亡。在体内恢复METTL14可减轻运动缺陷和神经退行性变。我们的研究结果表明,m6a介导的ATP2A3调控在RNA表观遗传失调与PD发病机制之间架起了桥梁,突出了这一轴作为PD疾病的潜在治疗靶点。
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引用次数: 0
Predictors of motor outcome with pallidal stimulation for Parkinson's disease from the CSP468 cohort. CSP468队列中pallial刺激治疗帕金森病运动预后的预测因素
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2026-03-15 DOI: 10.1038/s41531-026-01312-z
Shawn D'Souza,Aashish Batheja,Jeffrey Chen,Harsh P Shah,Vikram Seshadri,Nina Opem,Omar Al-Dulaimi,Jamie Toms,Pierre D'Haese,Benoit M Dawant,Rui Li,Paul Koch,Paul Larson,Kathryn L Holloway
Deep brain stimulation (DBS) of the globus pallidus interna (GPi) is an effective treatment for medication‑refractory Parkinson's disease (PD), though outcomes vary widely. The influence of lead location relative to the GPi therapeutic sweetspot has not previously been examined within a multivariable regression framework. This study evaluated the predictive utility of volume-of-tissue-activated (VTA)-sweetspot overlap on postoperative UPDRS‑III outcomes in the CSP #468 cohort receiving bilateral GPi‑DBS, alongside demographic/clinical predictors, using two independently derived sweetspot models. CSP #468 was a multicenter randomized clinical trial with blinded 6‑month outcomes and robust collection of associated features of PD. A prior publication generated a cross validated 6‑month GPi-sweetspot from this dataset. An independent single‑surgeon cohort was used to construct a separate sweetspot uninfluenced by CSP outcomes. Multivariable modeling was completed using backward‑selection linear regression with Bonferroni correction. Models were checked for assumptions, data leakage, and overfitting. Each sweetspot-multivariable model's ability to predict outcomes in the opposite cohort was assessed. Both sweetspots localized to the primary motor GPi. The independent sweetspot multivariable model included VTA‑sweetspot overlap and levodopa response (R²Adj = 0.19) and remained robust under leave-one-out cross validation. The CSP sweetspot multivariable model also predicted outcomes in the independent cohort (p = 0.004), demonstrating meaningful external validity.
脑深部刺激(DBS)内苍白球(GPi)是治疗难治性帕金森病(PD)的有效方法,尽管结果差异很大。导联位置相对于GPi治疗最佳点的影响以前没有在多变量回归框架内进行过检查。本研究使用两种独立衍生的甜蜜点模型,评估了在接受双侧GPi - DBS的CSP #468队列中,组织激活体积(VTA)-甜蜜点重叠对术后UPDRS - III结果的预测效用,以及人口统计学/临床预测指标。CSP #468是一项多中心随机临床试验,具有6个月的盲法结果,并收集了PD的相关特征。先前的一篇论文从该数据集生成了一个经过交叉验证的6个月cpi最佳点。一个独立的单外科医生队列被用来构建一个不受CSP结果影响的单独的最佳点。采用Bonferroni校正后向选择线性回归完成多变量建模。对模型进行了假设、数据泄漏和过拟合检查。评估每个最佳点-多变量模型预测相反队列结果的能力。两个甜蜜点都定位于主马达GPi。独立甜蜜点多变量模型包括VTA -甜蜜点重叠和左旋多巴反应(R²Adj = 0.19),并在留一交叉验证下保持稳健。CSP最佳点多变量模型也预测了独立队列的结果(p = 0.004),证明了有意义的外部效度。
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引用次数: 0
期刊
NPJ Parkinson's Disease
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