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Microbial biomarker discovery in Parkinson’s disease through a network-based approach 通过基于网络的方法发现帕金森病的微生物生物标志物
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2024-10-26 DOI: 10.1038/s41531-024-00802-2
Zhe Zhao, Jing Chen, Danhua Zhao, Baoyu Chen, Qi Wang, Yuan Li, Junyi Chen, Chaobo Bai, Xintong Guo, Nan Hu, Bingwei Zhang, Rongsheng Zhao, Junliang Yuan

Associations between the gut microbiota and Parkinson’s disease (PD) have been widely investigated. However, the replicable biomarkers for PD diagnosis across multiple populations remain elusive. Herein, we performed a meta-analysis to investigate the pivotal role of the gut microbiome in PD and its potential diagnostic implications. Six 16S rRNA gene amplicon sequence datasets from five independent studies were integrated, encompassing 550 PD and 456 healthy control samples. The analysis revealed significant alterations in microbial composition and alpha and beta diversity, emphasizing altered gut microbiota in PD. Specific microbial taxa, including Faecalibacterium, Roseburia, and Coprococcus_2, known as butyrate producers, were notably diminished in PD, potentially contributing to intestinal inflammation. Conversely, genera such as Akkermansia and Bilophila exhibited increased relative abundances. A network-based algorithm called NetMoss was utilized to identify potential biomarkers of PD. Afterwards, a classification model incorporating 11 optimized genera demonstrated high performance. Further functional analyses indicated enrichment in pathways related to neurodegeneration and metabolic pathways. These findings illuminate the intricate relationship between the gut microbiota and PD, offering insights into potential therapeutic interventions and personalized diagnostic strategies.

肠道微生物群与帕金森病(PD)之间的关系已被广泛研究。然而,在多种人群中诊断帕金森病的可复制生物标志物仍然难以捉摸。在此,我们进行了一项荟萃分析,研究肠道微生物组在帕金森病中的关键作用及其潜在的诊断意义。我们整合了来自五项独立研究的六个 16S rRNA 基因扩增片段序列数据集,其中包括 550 个帕金森病样本和 456 个健康对照样本。分析表明,微生物组成以及α和β多样性发生了重大改变,强调了帕金森病肠道微生物群的改变。特定的微生物类群,包括粪杆菌、Roseburia 和 Coprococcus_2(众所周知的丁酸生产者),在帕金森氏症中明显减少,可能会导致肠道炎症。相反,Akkermansia 和 Bilophila 等菌属的相对丰度则有所增加。研究人员利用一种名为 NetMoss 的网络算法来识别潜在的腹泻病生物标志物。随后,一个包含 11 个优化属的分类模型表现出了很高的性能。进一步的功能分析表明,与神经退行性变和代谢途径相关的通路富集。这些发现揭示了肠道微生物群与帕金森病之间错综复杂的关系,为潜在的治疗干预和个性化诊断策略提供了启示。
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引用次数: 0
Participant-reported personal utility of genetic testing for Parkinson’s disease and interest in clinical trial participation 参与者报告的帕金森病基因检测的个人效用以及参与临床试验的兴趣
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2024-10-25 DOI: 10.1038/s41531-024-00805-z
Hannah Oas, Lola Cook, Tae-Hwi Schwantes-An, Laurence E. Walsh, Anne-Marie Wills, Ignacio F. Mata, Martha A. Nance, James C. Beck, Anna Naito, Karen Marder, Roy N. Alcalay, Jennifer Verbrugge

Genetic testing for Parkinson’s disease (PD) is infrequently performed due to perceptions of low utility. We investigated the personal utility in PD GENEration and how results lead to enrollment in additional research studies. Participants (n = 972) underwent genetic testing, results disclosure, genetic counseling, and completed a survey examining the perceived personal utility of their results and interest in participating in additional studies. Most participants found their genetic test results useful, including satisfying curiosity (81%), feeling good about helping the medical community (80%), and having information to share with family (77%). There were no significant differences in responses based on result type. Forty-five percent of participants expressed interest in participating in research studies; whereas 16% of participants confirmed enrollment. Our results suggest that participants find personal utility in genetic testing regardless of results. Although participants may be interested in enrolling in additional research, they may need support and resources.

帕金森病(Parkinson's disease,PD)基因检测因其效用较低而很少进行。我们调查了帕金森病基因检测的个人效用,以及检测结果如何导致患者加入其他研究。参与者(n = 972)接受了基因检测、结果披露、基因咨询,并完成了一项调查,检查了他们对检测结果个人效用的感知以及参与其他研究的兴趣。大多数参与者认为他们的基因检测结果是有用的,包括满足好奇心(81%)、为医学界提供帮助而感觉良好(80%)以及与家人分享信息(77%)。不同结果类型的回答没有明显差异。45%的参与者表示有兴趣参与研究;16%的参与者确认参加研究。我们的结果表明,无论结果如何,参与者都认为基因检测对个人有用。虽然参与者可能有兴趣参加其他研究,但他们可能需要支持和资源。
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引用次数: 0
Progression trajectories from prodromal to overt synucleinopathies: a longitudinal, multicentric brain [18F]FDG-PET study 从前驱症状到明显突触核蛋白病的进展轨迹:一项多中心脑[18F]FDG-PET纵向研究
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2024-10-25 DOI: 10.1038/s41531-024-00813-z
Beatrice Orso, Pietro Mattioli, Eun-Jin Yoon, Yu Kyeong Kim, Heejung Kim, Jung Hwan Shin, Ryul Kim, Francesco Famà, Andrea Brugnolo, Federico Massa, Agostino Chiaravalloti, Mariana Fernandes, Matteo Spanetta, Fabio Placidi, Matteo Pardini, Matteo Bauckneht, Silvia Morbelli, Jee-Young Lee, Claudio Liguori, Dario Arnaldi

The phenoconversion trajectory from idiopathic/isolated Rapid eye movement (REM) sleep behavior disorder (iRBD) towards either Parkinson’s Disease (PD) or Dementia with Lewy Bodies (DLB) is currently uncertain. We investigated the capability of baseline brain [18F]FDG-PET in differentiating between iRBD patients eventually phenoconverting to PD or DLB, by deriving the denovoPDRBD-related pattern (denovoPDRBD-RP) from 32 de novo PD patients; and the denovoDLBRBD-RP from 30 de novo DLB patients, both with evidence of RBD at diagnosis. To explore [18F]FDG-PET phenoconversion trajectories prediction power, we applied these two patterns on a group of 115 iRBD patients followed longitudinally. At follow-up (25.6 ± 17.2 months), 42 iRBD patients progressed through overt alpha-synucleinopathy (21 iRBD-PD and 21 iRBD-DLB converters), while 73 patients remained stable at the last follow-up visit (43.2 ± 27.6 months). At survival analysis, both patterns were significantly associated with the phenoconversion trajectories. Brain [18F]FDG-PET is a promising biomarker to study progression trajectories in the alpha-synucleinopathy continuum.

从特发性/孤立性快速眼动(REM)睡眠行为障碍(iRBD)到帕金森病(PD)或路易体痴呆(DLB)的表型转换轨迹目前还不确定。我们研究了基线脑[18F]FDG-PET在区分最终表型转化为帕金森病或DLB的iRBD患者方面的能力,方法是从32名诊断时有RBD证据的新生帕金森病患者中得出denovoPDRBD相关模式(denovoPDRBD-RP);从30名新生DLB患者中得出denovoDLBRBD-RP。为了探索[18F]FDG-PET表型转换轨迹的预测能力,我们对一组 115 例 iRBD 患者应用了这两种模式进行纵向随访。在随访期间(25.6 ± 17.2 个月),42 名 iRBD 患者的病情发展为明显的α-突触核蛋白病(21 名 iRBD-PD 患者和 21 名 iRBD-DLB 转换患者),而 73 名患者在最后一次随访期间(43.2 ± 27.6 个月)病情保持稳定。在生存分析中,这两种模式都与表型转化轨迹有明显关联。脑[18F]FDG-PET是研究α-突触核蛋白病连续进展轨迹的一种有前途的生物标记物。
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引用次数: 0
Are rare heterozygous SYNJ1 variants associated with Parkinson’s disease? 罕见的 SYNJ1 杂合子变异与帕金森病有关吗?
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2024-10-25 DOI: 10.1038/s41531-024-00809-9
Konstantin Senkevich, Sitki Cem Parlar, Cloe Chantereault, Eric Yu, Jamil Ahmad, Jennifer A. Ruskey, Farnaz Asayesh, Dan Spiegelman, Cheryl Waters, Oury Monchi, Yves Dauvilliers, Nicolas Dupré, Irina Miliukhina, Alla Timofeeva, Anton Emelyanov, Sofya Pchelina, Lior Greenbaum, Sharon Hassin-Baer, Roy N. Alcalay, Ziv Gan-Or

Previous studies have established that rare biallelic SYNJ1 mutations cause autosomal recessive parkinsonism and Parkinson’s disease (PD). We analyzed 8165 PD cases, 818 early-onset-PD (EOPD, < 50 years) and 70,363 controls. Burden meta-analysis revealed an association between rare nonsynonymous variants and variants with high Combined Annotation-Dependent Depletion score (> 20) in the Sac1 SYNJ1 domain and PD (Pfdr = 0.040). A meta-analysis of EOPD patients demonstrated an association between all rare heterozygous SYNJ1 variants and PD (Pfdr = 0.029).

先前的研究已经证实,罕见的双倍重复SYNJ1突变会导致常染色体隐性帕金森病(PD)。我们分析了 8165 例帕金森病病例、818 例早发帕金森病(EOPD,< 50 岁)病例和 70363 例对照病例。负担荟萃分析表明,Sac1 SYNJ1结构域中的罕见非同义变异和高联合注释依赖性缺失评分(> 20)变异与帕金森病之间存在关联(Pfdr = 0.040)。对EOPD患者的荟萃分析表明,所有罕见的杂合SYNJ1变异与PD之间存在关联(Pfdr = 0.029)。
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引用次数: 0
CSF d18:1 sphingolipid species in Parkinson disease and dementia with Lewy bodies with and without GBA1 variants 伴有或不伴有 GBA1 变异的帕金森病和路易体痴呆的 CSF d18:1 鞘脂种类
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2024-10-24 DOI: 10.1038/s41531-024-00820-0
Stefanie Lerche, Isabel Wurster, Enza Maria Valente, Micol Avenali, Daniela Samaniego, Marta Martínez-Vicente, Jorge Hernández-Vara, Ariadna Laguna, Andrea Sturchio, Per Svenningsson, Nicholas P. France, Carrolee Barlow, Sethu Sankaranarayanan, Kathrin Brockmann

Variants in GBA1 result in dysregulated sphingolipids. We investigated five CSF d18:1 sphingolipid species in a longitudinal multicenter cohort comprising people with Parkinson’s Disease and Dementia with Lewy bodies with and without GBA1 variants and healthy controls. We found no increase of sphingolipid species in heterozygous GBA1 variant participants and no effect on development of cognitive impairment. Thus, CSF d18:1 sphingolipids are not suitable as state markers in Parkinson’s Disease.

GBA1的变异会导致鞘脂失调。我们在一个纵向多中心队列中调查了五种 CSF d18:1 类鞘磷脂,该队列由帕金森病和路易体痴呆患者(含或不含 GBA1 变异体)以及健康对照组组成。我们发现,杂合子 GBA1 变异参与者的鞘脂种类没有增加,对认知障碍的发展也没有影响。因此,CSF d18:1鞘脂不适合作为帕金森病的状态标志物。
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引用次数: 0
Vagus nerve stimulation in Parkinson’s disease: a scoping review of animal studies and human subjects research 迷走神经刺激治疗帕金森病:动物研究和人体研究范围综述
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2024-10-24 DOI: 10.1038/s41531-024-00803-1
Alexandra Evancho, Melissa Do, Damiana Fortenberry, Rebecca Billings, Alibek Sartayev, William J. Tyler

Parkinson’s Disease (PD) is a prevalent, progressive neurodegenerative disease with motor and non-motor symptoms. Vagus Nerve Stimulation (VNS) has emerged as a potential therapeutic approach for PD, but published research on this topic varies widely. This scoping review maps existing literature on VNS for PD, highlighting stimulation methods, operational parameters, safety profiles, neurophysiological mechanisms, and clinical outcomes in human and animal models. Online databases were used to identify 788 papers published between 2013 and 2023, from which 17 publications on invasive and non-invasive VNS in PD were selected. Studies showed high variability in VNS parameters and study design. Evidence in animal models and human subjects suggests potential neurophysiological effects on PD-related pathology and motor function improvements. However, significant gaps in the literature remain. Future research should include rigorous reporting of study design, standardization of stimulation parameters, and larger sample sizes to ultimately facilitate translation of VNS into clinical practice.

帕金森病(Parkinson's Disease,PD)是一种常见的进行性神经退行性疾病,伴有运动和非运动症状。迷走神经刺激(VNS)已成为治疗帕金森病的一种潜在方法,但已发表的相关研究结果却大相径庭。这篇范围界定综述描绘了有关 VNS 治疗帕金森病的现有文献,重点介绍了刺激方法、操作参数、安全性概况、神经生理学机制以及人类和动物模型的临床结果。通过在线数据库,我们找到了 2013 年至 2023 年间发表的 788 篇论文,并从中筛选出 17 篇关于有创和无创 VNS 治疗帕金森病的文献。研究显示,VNS参数和研究设计存在很大差异。动物模型和人类受试者的证据表明,VNS 对帕金森病相关病理和运动功能改善具有潜在的神经生理效应。然而,文献中仍存在很大的空白。未来的研究应包括研究设计的严格报告、刺激参数的标准化和更大的样本量,以最终促进 VNS 转化为临床实践。
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引用次数: 0
Significance of neurodegeneration and neuroplasticity serum biomarkers in Parkinson’s disease patients treated with subthalamic stimulation 接受丘脑下刺激治疗的帕金森病患者的神经变性和神经可塑性血清生物标志物的意义
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2024-10-24 DOI: 10.1038/s41531-024-00808-w
Florencia Sanmartino, Fátima Cano-Cano, Raúl Rashid-López, Álvaro Javier Cruz-Gómez, Elena Lozano-Soto, Paloma Macías-García, Francisco L. Sánchez-Fernández, Fernando López-Sosa, Laura Gómez-Jaramillo, Jesús Riqué-Dormido, Francisco Escamilla-Sevilla, Raúl Espinosa-Rosso, Javier J. González-Rosa

The ability of serum biomarkers to predict the prognosis and response to deep-brain stimulation (DBS) therapy in Parkinson’s disease (PD) patients is promising. Here, we showed that NfL differed between healthy individuals and PD patients and that changes in NfL, GFAP, and BDNF occurred only transiently after DBS surgery. Therefore, subthalamic stimulation does not promote neurodegeneration, and these biomarkers do not serve as clinical improvement endpoints in PD DBS patients.

血清生物标志物能够预测帕金森病(PD)患者的预后和对深部脑刺激(DBS)疗法的反应,这一点很有希望。在这里,我们发现 NfL 在健康人和帕金森病患者之间存在差异,并且 NfL、GFAP 和 BDNF 在 DBS 手术后仅发生短暂变化。因此,丘脑下刺激不会促进神经变性,这些生物标志物也不能作为 PD DBS 患者临床改善的终点。
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引用次数: 0
The effect of air pollution on hospitalizations with Parkinson’s disease among medicare beneficiaries nationwide 空气污染对全国医疗保险受益人帕金森病住院治疗的影响
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2024-10-24 DOI: 10.1038/s41531-024-00815-x
Veronica A. Wang, Scott Delaney, Lauren E. Flynn, Brad A. Racette, Gary W. Miller, Danielle Braun, Antonella Zanobetti, Daniel Mork

We examined the effect of annual exposure to fine particulate matter (PM2.5), nitrogen dioxide (NO2), and ozone (O3), on the rate of first hospitalization with a PD-related diagnosis (hospitalization with PD) among Medicare Fee-for-Service beneficiaries (2001-2016). Machine learning-derived annual air pollution concentrations were linked to residential ZIP codes. For each exposure, we fitted four models: 1) traditional outcome stratification, 2) marginal structural, 3) doubly robust, and 4) generalized propensity score matching Poisson regression models, adjusted for sociodemographic and meteorological confounders and long-term trends. Among 49,121,026 beneficiaries, incidence rate ratios of 1.08 (95% CI: 1.07, 1.10), 1.07 (95% CI: 1.05, 1.08), and 1.03 (95% CI: 1.02, 1.05) for an interquartile range increase in PM2.5 (3.72 µg/m3), NO2 (13.84 ppb), and O3 (10.09 ppb), respectively, were estimated from doubly robust models. Results were similar across modeling approaches. In this nationwide study, higher air pollution exposure increased the rate of hospitalizations with PD.

我们研究了细颗粒物(PM2.5)、二氧化氮(NO2)和臭氧(O3)的年暴露量对医疗保险付费服务受益人(2001-2016 年)首次因与帕金森病相关的诊断住院(帕金森病住院)率的影响。机器学习得出的年度空气污染浓度与住宅邮政编码相关联。对于每种暴露,我们拟合了四种模型:1)传统结果分层模型;2)边际结构模型;3)双重稳健模型;4)广义倾向得分匹配泊松回归模型,并对社会人口和气象混杂因素及长期趋势进行了调整。在 49,121,026 名受益人中,根据双重稳健模型估计,PM2.5(3.72 µg/m3)、二氧化氮(13.84 ppb)和臭氧(10.09 ppb)在四分位数范围内增加的发病率比分别为 1.08(95% CI:1.07,1.10)、1.07(95% CI:1.05,1.08)和 1.03(95% CI:1.02,1.05)。各种建模方法的结果相似。在这项全国性研究中,较高的空气污染暴露会增加猝死症的住院率。
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引用次数: 0
A review of temporal interference, nanoparticles, ultrasound, gene therapy, and designer receptors for Parkinson disease 时间干扰、纳米粒子、超声波、基因疗法和帕金森病设计受体综述
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2024-10-23 DOI: 10.1038/s41531-024-00804-0
A. D. Currie, J. K. Wong, M. S. Okun

In this review, we summarize preclinical and clinical trials investigating innovative neuromodulatory approaches for Parkinson disease (PD) motor symptom management. We highlight the following technologies: temporal interference, nanoparticles for drug delivery, blood-brain barrier opening, gene therapy, optogenetics, upconversion nanoparticles, magnetothermal nanoparticles, magnetoelectric nanoparticles, ultrasound-responsive nanoparticles, and designer receptors exclusively activated by designer drugs. These studies establish the basis for novel and promising neuromodulatory treatments for PD motor symptoms.

在这篇综述中,我们总结了研究帕金森病(PD)运动症状治疗的创新神经调节方法的临床前和临床试验。我们重点介绍了以下技术:时间干扰、纳米颗粒给药、打开血脑屏障、基因治疗、光遗传学、上转换纳米颗粒、磁热纳米颗粒、磁电纳米颗粒、超声响应纳米颗粒以及专门由设计药物激活的设计受体。这些研究为治疗帕金森氏症运动症状的新型、有前景的神经调节疗法奠定了基础。
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引用次数: 0
Depletion of ATP13A2 in adult brain induces a Parkinsonian phenotype in mice and non-human primates. 在小鼠和非人灵长类动物中,成人大脑中 ATP13A2 的耗竭会诱发帕金森表型。
IF 8.7 1区 医学 Q1 NEUROSCIENCES Pub Date : 2024-10-23 DOI: 10.1038/s41531-024-00814-y
Veerle Baekelandt
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引用次数: 0
期刊
NPJ Parkinson's Disease
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