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Beyond pain: Using Unsupervised Machine Learning to Identify Phenotypic Clusters of Small Fiber Neuropathy 超越疼痛:利用无监督机器学习识别小纤维神经病的表型集群
Pub Date : 2024-09-10 DOI: 10.1101/2024.09.09.24313341
Peyton J Murin, Vivian D Gao, Stefanie Geisler
Background and Objectives: Small fiber neuropathy (SFN) is characterized by dysfunction and loss of peripheral unmyelinated and thinly myelinated nerve fibers, resulting in a phenotype that includes varying combinations of somatosensory and dysautonomia symptoms, which can be profoundly disabling and lead to decreased quality of life. Treatment aimed mainly at pain reduction, which may not target the underlying pathophysiology, is frequently ineffective. Another impediment to the effective management of SFN may be the significant between-patient heterogeneity. Accordingly, we launched this study to gain insights into the symptomatic variability of SFN and determine if SFN patients can be sub-grouped based on clinical characteristics.Methods: To characterize the phenotype and investigate how patients with SFN differ from those with large fiber involvement, 105 patients with skin-biopsy proven SFN and 45 with mixed fiber neuropathy (MFN) were recruited. Using unsupervised machine learning, SFN patients were clustered based upon symptom concurrence and severity. Demographics, clinical data, symptoms, and skin biopsy- and laboratory findings were compared between the groups.Results: MFN- as compared to SFN patients, were more likely to be male, older, had a lower intraepidermal nerve fiber density at the ankle and more frequent abnormal immunofixation. Beyond these differences, symptom prevalence and intensities were similar in the two cohorts. SFN patients comprised three distinct phenotypic clusters, which differed significantly in symptom severity, co-occurrence, localization, and skin biopsy findings. Only one subgroup, constituting about 20% of the patient population, was characterized by intense neuropathic pain, which was always associated with several other SFN symptoms of similarly high intensities. A pauci-symptomatic cluster comprised patients who experienced few SFN symptoms, generally of low to moderate intensity. The largest cluster was characterized by intense fatigue, myalgias and subjective weakness, but lower intensities of burning pain and paresthesia. Discussion: This data-driven study introduces a new approach to subgrouping patients with SFN. Considering both neuropathic pain and pernicious symptoms beyond pain, we identified three clusters, which may be related to distinct pathophysiological mechanisms. Although additional validation will be required, our findings represent a step towards stratified treatment approaches and, ultimately, personalized treatment.
背景和目的:小纤维神经病(SFN)的特征是外周无髓鞘和薄髓鞘神经纤维的功能障碍和损失,其表型包括不同组合的躯体感觉症状和自主神经功能障碍症状,这些症状可严重致残并导致生活质量下降。主要以减轻疼痛为目的的治疗可能并不针对潜在的病理生理学,因此往往效果不佳。有效治疗 SFN 的另一个障碍可能是患者之间存在显著的异质性。因此,我们启动了这项研究,以深入了解 SFN 的症状变异性,并确定是否可以根据临床特征对 SFN 患者进行分组:为了描述表型特征并研究 SFN 患者与大纤维受累患者有何不同,我们招募了 105 名经皮肤活检证实的 SFN 患者和 45 名混合纤维神经病(MFN)患者。通过无监督机器学习,根据症状的一致性和严重程度对 SFN 患者进行分组。对两组患者的人口统计学、临床数据、症状、皮肤活检和实验室检查结果进行了比较:与 SFN 患者相比,MFN 患者更可能是男性,年龄更大,脚踝处表皮内神经纤维密度更低,免疫固定异常更频繁。除这些差异外,两组患者的症状发生率和强度相似。SFN患者由三个不同的表型群组成,它们在症状严重程度、共同发生率、定位和皮肤活检结果方面存在显著差异。只有一个亚群(约占患者总数的 20%)以剧烈的神经病理性疼痛为特征,而这种疼痛总是与其他几种同样剧烈的 SFN 症状相关联。无症状亚群由很少出现 SFN 症状的患者组成,症状强度一般为中低。最大的一组患者有强烈的疲劳感、肌痛和主观虚弱感,但灼痛和麻痹感的强度较低。讨论:这项数据驱动型研究为自发性神经痛患者的分组引入了一种新方法。考虑到神经性疼痛和疼痛以外的恶性症状,我们确定了三个群组,它们可能与不同的病理生理机制有关。虽然还需要进一步验证,但我们的研究结果代表了向分层治疗方法和最终个性化治疗迈出的一步。
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引用次数: 0
Management of Dementia in a Resource-Constrained Sub-Saharan African Setting: Outcome of a Retrospective Survey of Clinical Practice in the Only Neuropsychiatric Facility in Northeastern Nigeria. 在资源有限的撒哈拉以南非洲地区管理痴呆症:尼日利亚东北部唯一一家神经精神病院临床实践回顾性调查的结果。
Pub Date : 2024-09-10 DOI: 10.1101/2024.09.09.24313311
Ibrahim Abdu Wakawa, Chiadi Onyike, Mahmoud Bukar Maina
Introduction: Dementia prevalence is rising in sub-Saharan Africa due to a combination of factors, including population growth and aging. In resource-constrained settings, such as Northeastern Nigeria, dementia management is challenged by delayed diagnosis and limited specialist care. This study evaluates the burden of dementia and its management at the Federal Neuropsychiatric Hospital Maiduguri (FNHM), the only neuropsychiatric facility in Northeastern Nigeria. The study aims to provide insights into current dementia trends and practices and identify key areas for improvement. Methods: A retrospective analysis of patient records at FNPH Maiduguri was conducted, including patients aged 60 and above diagnosed with dementia between 1999 and 2023. Data on patient demographics, dementia subtypes, comorbidities, symptoms, diagnostic investigations, and treatment modalities were analysed. Results: The Available record from the hospital health records register showed that the total number of diagnosed cases of dementia in the FNHM is 1,216 cases with a male predominance (56%). Alzheimers disease was the most common subtype (60.5%), followed by vascular dementia (24.5%). Hypertension was the most frequently reported comorbidity (41.6%). Cognitive symptoms, particularly memory loss, were reported in all cases, while behavioural symptoms, such as agitation and hallucinations, were reported in some cases. The most commonly administered treatments included cognitive enhancers (donepezil), supplements (gingko biloba), and non-drug therapies (psychoeducation). However, 70.9% of patients were lost to follow-up, highlighting a critical gap in long-term care. Conclusion: The increasing burden of dementia at the only neuropsychiatric facility in Northeastern Nigeria highlights the urgent need for investments and targeted interventions. Enhancing patient engagement, strengthening follow-up systems, and expanding diagnostic and treatment capacities will improve care outcomes and address the growing demands for dementia management in this underserved region.
导言:由于人口增长和老龄化等多种因素,撒哈拉以南非洲地区的痴呆症发病率正在上升。在尼日利亚东北部等资源有限的地区,痴呆症的管理面临着诊断延迟和专科护理有限的挑战。本研究评估了迈杜古里联邦神经精神病医院(FNHM)的痴呆症负担及其管理情况,该医院是尼日利亚东北部唯一的神经精神病设施。研究旨在深入了解当前痴呆症的发展趋势和做法,并确定需要改进的关键领域。研究方法对迈杜古里 FNPH 的病历进行回顾性分析,包括 1999 年至 2023 年期间被诊断为痴呆症的 60 岁及以上患者。分析了患者的人口统计学、痴呆症亚型、合并症、症状、诊断检查和治疗方式等数据。研究结果医院健康记录登记册的可用记录显示,芬兰国家医院确诊的痴呆症病例总数为 1,216 例,男性占多数(56%)。阿尔茨海默病是最常见的亚型(60.5%),其次是血管性痴呆(24.5%)。高血压是最常见的合并症(41.6%)。所有病例均有认知症状,尤其是记忆力减退,而部分病例则有行为症状,如躁动和幻觉。最常见的治疗方法包括认知增强剂(多奈哌齐)、补充剂(银杏叶)和非药物疗法(心理教育)。然而,70.9%的患者失去了随访机会,这凸显了长期护理中的一个关键缺口。结论尼日利亚东北部唯一一家神经精神病院的痴呆症负担日益加重,这凸显了投资和有针对性干预的迫切需要。提高患者参与度、加强随访系统、扩大诊断和治疗能力将改善护理效果,并满足这一服务不足地区对痴呆症管理日益增长的需求。
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引用次数: 0
The causal relationship between cathepsins and multiple sclerosis : a mendelian randomization study cathepsins 与多发性硬化症的因果关系:亡羊补牢式随机研究
Pub Date : 2024-09-10 DOI: 10.1101/2024.09.05.24313125
Haining Lin, Yuqing Shi, Huazhong Xiong, Dongyi Wang, Shilei Wang, Hailan Kang, ZiXu Wang, Zeyu Wang, Jixiang Ren
Background Multiple sclerosis (MS) is a chronic autoimmune neurodegenerative disease. Although some evidence indicates the potential involvement of cathepsins in the MS process, the precise nature of this involvement remains uncertain. The objective of this study was to ascertain whether there is a causal relationship between cathepsins and MS. Methods This study aimed to examine the relationship between nine cathepsins and MS, incorporating heterogeneity and sensitivity analyses into the study design. The MR study was reported according to the STROBE-MR checklist. Results The MR analysis revealed a causal relationship between cathepsin H and MS (IVW: P=0.036, OR=1.095, 95% CI=1.006-1.192); and an inverse causal relationship between cathepsin E and MS (IVW: P=0.031, OR=1.043, 95% CI=1.004-1.083). Conclusion Genetically predicted risk of developing MS was associated with increased cathepsin H, whereas elevated cathepsin E was associated with developing MS, and their causal relationships were both unidirectional.
背景多发性硬化症(MS)是一种慢性自身免疫性神经退行性疾病。尽管有证据表明,蛋白酶可能参与了多发性硬化症的发病过程,但这种参与的确切性质仍不确定。本研究的目的是确定蛋白酶与多发性硬化症之间是否存在因果关系。方法 本研究旨在探讨九种胰蛋白酶与多发性硬化症之间的关系,并在研究设计中纳入了异质性和敏感性分析。磁共振研究按照 STROBE-MR 检查表进行报告。结果 MR 分析显示 cathepsin H 与多发性硬化症之间存在因果关系(IVW:P=0.036,OR=1.095,95% CI=1.006-1.192);chepsin E 与多发性硬化症之间存在反因果关系(IVW:P=0.031,OR=1.043,95% CI=1.004-1.083)。结论 基因预测的多发性硬化症发病风险与酪蛋白酶 H 的升高有关,而酪蛋白酶 E 的升高与多发性硬化症的发病有关,它们之间的因果关系都是单向的。
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引用次数: 0
Safety and Outcomes of Valproic Acid in Subarachnoid Hemorrhage Patients: A Retrospective Study 丙戊酸治疗蛛网膜下腔出血患者的安全性和疗效:回顾性研究
Pub Date : 2024-09-10 DOI: 10.1101/2024.09.09.24313246
Matthew Cobler-Lichter, Kushak Suchdev, Hayley Tatro, Ava Cascone, Joanna Yang, Janice Weinberg, Mohamad K Abdalkader, Hormuzdiyar H Dasenbrock, Charlene J Ong, Anna Cervantes-Arslanian, David Greer, Thanh N Nguyen, Ali Daneshmand, David Y Chung
Background and Purpose: Animal studies have suggested that valproic acid (VPA) is neuroprotective in aneurysmal subarachnoid hemorrhage (SAH). Potential mechanisms include an effect on cortical spreading depolarizations (CSD), apoptosis, blood–brain barrier integrity, and inflammatory pathways. However, the effect of VPA on SAH outcomes in humans has not been investigated. Methods: We conducted a retrospective analysis of 123 patients with nontraumatic SAH. Eighty–seven patients had an aneurysmal source and 36 patients did not have a culprit lesion identified. We used stepwise logistic regression to determine the association between VPA and the following: delayed cerebral ischemia (DCI), radiographic vasospasm, and discharge modified Rankin Scale (mRS) score > 3. Results: All 18 patients who received VPA underwent coil embolization of their aneurysm. VPA use did not have a significant association with DCI on adjusted analysis (Odds Ratio, OR = 1.07, 95% CI: 0.20 – 5.80). The association between VPA use and vasospasm was OR = 0.64 (0.19 – 1.98) and discharge mRS > 3 was OR = 0.45 (0.10 – 1.64). Increased age (OR = 1.04, 1.01 – 1.07) and Hunt and Hess (HH) grade > 3 (OR = 14.5, 4.31 – 48.6) were associated with an increased likelihood for poor discharge outcome (mRS > 3). Younger age (OR = 0.96, 0.93 – 0.99), mFS score = 4 (OR = 4.14, 1.81 – 9.45), and HH grade > 3 (OR = 2.92, 1.11 – 7.69) were all associated with subsequent development of radiographic vasospasm. There were no complications associated with VPA administration. Conclusion: We did not observe an association between VPA and the rate of DCI. There may have been a protective association on discharge outcome and radiographic vasospasm that did not reach statistical significance. We found that VPA use was safe and is plausible to be used in a population of SAH patients who have undergone endovascular treatment of their aneurysm. Larger, prospective studies are needed to determine the effect of VPA on outcome after SAH.
背景和目的:动物实验表明,丙戊酸(VPA)对动脉瘤性蛛网膜下腔出血(SAH)具有神经保护作用。潜在的机制包括对皮质扩散性去极化(CSD)、细胞凋亡、血脑屏障完整性和炎症通路的影响。然而,VPA 对人类 SAH 后果的影响尚未得到研究。方法:我们对 123 名非创伤性 SAH 患者进行了回顾性分析。87例患者有动脉瘤源,36例患者未发现罪魁祸首病变。我们采用逐步逻辑回归法确定了 VPA 与以下因素的关系:延迟性脑缺血(DCI)、影像学血管痉挛和出院时修改的 Rankin 量表(mRS)评分> 3:所有18名接受VPA治疗的患者都接受了动脉瘤线圈栓塞术。经调整分析,VPA的使用与DCI无明显关系(Odds Ratio, OR = 1.07, 95% CI: 0.20 - 5.80)。使用 VPA 与血管痉挛的相关性为 OR = 0.64(0.19 - 1.98),出院 mRS > 3 的相关性为 OR = 0.45(0.10 - 1.64)。年龄增加(OR = 1.04,1.01 - 1.07)和 Hunt and Hess(HH)分级 > 3(OR = 14.5,4.31 - 48.6)与出院结果不佳(mRS > 3)的可能性增加有关。年龄较小(OR = 0.96,0.93 - 0.99)、mFS 评分 = 4(OR = 4.14,1.81 - 9.45)和 HH 分级 > 3(OR = 2.92,1.11 - 7.69)都与随后出现放射学血管痉挛有关。使用 VPA 不会引起并发症。结论:我们没有观察到 VPA 与 DCI 发生率之间存在关联。对出院结果和放射学血管痉挛可能有保护作用,但未达到统计学意义。我们发现,VPA 的使用是安全的,可以用于接受动脉瘤血管内治疗的 SAH 患者。需要进行更大规模的前瞻性研究,以确定 VPA 对 SAH 后果的影响。
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引用次数: 0
Dynamic cerebral autoregulation during and 3 months after endovascular treatment in large-vessel occlusion stroke 大血管闭塞性脑卒中血管内治疗期间和治疗后 3 个月的动态脑自动调节功能
Pub Date : 2024-09-07 DOI: 10.1101/2024.09.05.24313166
Adam Vittrup Heiberg, Troels Gil Lukassen, Thomas Clement Truelsen, Henrik Gutte Borgwardt, Goetz Benndorf, Christine Sølling, Henrik Winther Schytz, Kirsten Møller, Klaus Hansen, Helle Klingenberg Iversen
Background Acute ischemic stroke caused by large-vessel occlusion is effectively treated by endovascular treatment (EVT). However, treatment could be further refined by improved understanding of the underlying pathophysiology, including dynamic cerebral autoregulation (dCA). Near-infrared spectroscopy (NIRS) requires virtually no setup time and enables dCA investigation during EVT by measuring dynamic concentration in cortical oxygenated hemoglobin (OxyHb) continuously.
背景大血管闭塞引起的急性缺血性中风可通过血管内治疗(EVT)得到有效治疗。然而,如果能更好地了解潜在的病理生理学,包括动态脑自动调节(dCA),就能进一步完善治疗。近红外光谱(NIRS)几乎不需要设置时间,通过连续测量皮质氧合血红蛋白(OxyHb)的动态浓度,就能在 EVT 过程中对 dCA 进行研究。
{"title":"Dynamic cerebral autoregulation during and 3 months after endovascular treatment in large-vessel occlusion stroke","authors":"Adam Vittrup Heiberg, Troels Gil Lukassen, Thomas Clement Truelsen, Henrik Gutte Borgwardt, Goetz Benndorf, Christine Sølling, Henrik Winther Schytz, Kirsten Møller, Klaus Hansen, Helle Klingenberg Iversen","doi":"10.1101/2024.09.05.24313166","DOIUrl":"https://doi.org/10.1101/2024.09.05.24313166","url":null,"abstract":"<strong>Background</strong> Acute ischemic stroke caused by large-vessel occlusion is effectively treated by endovascular treatment (EVT). However, treatment could be further refined by improved understanding of the underlying pathophysiology, including dynamic cerebral autoregulation (dCA). Near-infrared spectroscopy (NIRS) requires virtually no setup time and enables dCA investigation during EVT by measuring dynamic concentration in cortical oxygenated hemoglobin (OxyHb) continuously.","PeriodicalId":501367,"journal":{"name":"medRxiv - Neurology","volume":"5 1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142197357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Distinct brain atrophy progression subtypes underlie phenoconversion in isolated REM sleep behaviour disorder 不同的脑萎缩进展亚型是孤立快速眼动睡眠行为障碍表型转换的基础
Pub Date : 2024-09-06 DOI: 10.1101/2024.09.05.24313131
Stephen Joza, Aline Delva, Christina Tremblay, Andrew Vo, Marie Filiatrault, Max Tweedale, John-Paul Taylor, John T. O’Brien, Michael Firbank, Alan Thomas, Paul C. Donaghy, Johannes Klein, Michele Hu, Petr Dusek, Stanislav Marecek, Zsoka Varga, Stephane Lehericy, Isabelle Arnulf, Marie Vidailhet, Jean-Christophe Corvol, Jean-François Gagnon, Ronald B. Postuma, Alain Dagher, Richard Camicioli, Howard Chertkow, Simon Lewis, Elie Matar, Kaylena A. Ehgoetz Martens, Lachlan Churchill, Michael Sommerauer, Sinah Röttgen, Per Borghammer, Karoline Knudsen, Allan K. Hansen, Dario Arnaldi, Beatrice Orso, Pietro Mattioli, Luca Roccatagliata, Oury Monchi, Shady Rahayel
Background Synucleinopathies manifest as a spectrum of disorders that vary in features and severity, including idiopathic/isolated REM sleep behaviour disorder (iRBD) and dementia with Lewy bodies. Patterns of brain atrophy in iRBD are already reminiscent of what is later seen in overt disease and are related to cognitive impairment, being associated with the development of dementia with Lewy bodies. However, how brain atrophy begins and progresses remains unclear.
背景综合核蛋白病表现为一系列特征和严重程度各不相同的疾病,包括特发性/分离性快速眼动睡眠行为障碍(iRBD)和路易体痴呆。特发性/孤立性快速眼动睡眠行为障碍(iRBD)的脑萎缩模式已经让人联想到后来出现的显性疾病,而且与认知障碍有关,与路易体痴呆的发展相关。然而,脑萎缩是如何开始和发展的仍不清楚。
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引用次数: 0
The patient voice: valproate, topiramate and MHRA regulation 患者的声音:丙戊酸钠、托吡酯和 MHRA 法规
Pub Date : 2024-09-06 DOI: 10.1101/2024.09.06.24313040
Jane Hanna, Faye Waddams, Sarah Jones, Rachel Arkell, Heather Angus-Leppan
Valproate and topiramate use are increasingly restricted by government regulations, such as those of the MHRA. The views of people with epilepsy and their families affected by these have been little studied. This qualitative study examines 19 people with epilepsy and their views on the restrictions, and examines the thematic outcomes of these views – in terms of direct damage of avoiding valproate or topiramate (including SUDEP), missed opportunities and disruption of belief systems. Recommendations to align the regulations to human rights and true informed decision making are made.
丙戊酸钠和托吡酯的使用越来越多地受到政府法规的限制,如英国药品管理局(MHRA)的法规。对受这些限制影响的癫痫患者及其家人的看法研究甚少。本定性研究探讨了 19 名癫痫患者及其对这些限制的看法,并从避免丙戊酸钠或托吡酯的直接损害(包括 SUDEP)、错失良机和信仰体系的破坏等方面研究了这些看法的主题结果。此外,还提出了使法规与人权和真正的知情决策相一致的建议。
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引用次数: 0
Feasibility and pilot efficacy of self-applied home-based cognitive training and brain stimulation 自我应用家庭认知训练和脑刺激的可行性和试验效果
Pub Date : 2024-09-06 DOI: 10.1101/2024.09.06.24313172
Merle Rocke, Anna E. Fromm, Nora Jansen, Friederike Thams, Catalina Trujillo-Llano, Ulrike Grittner, Daria Antonenko, Agnes Flöel
Objective To assess whether home-based, self-applied cognitive training combined with tDCS in older adults is feasible (primary), acceptable, and effective (secondary).
目的 评估基于家庭的自我认知训练与 tDCS 结合在一起对老年人是否可行(主要)、可接受和有效(次要)。
{"title":"Feasibility and pilot efficacy of self-applied home-based cognitive training and brain stimulation","authors":"Merle Rocke, Anna E. Fromm, Nora Jansen, Friederike Thams, Catalina Trujillo-Llano, Ulrike Grittner, Daria Antonenko, Agnes Flöel","doi":"10.1101/2024.09.06.24313172","DOIUrl":"https://doi.org/10.1101/2024.09.06.24313172","url":null,"abstract":"<strong>Objective</strong> To assess whether home-based, self-applied cognitive training combined with tDCS in older adults is feasible (primary), acceptable, and effective (secondary).","PeriodicalId":501367,"journal":{"name":"medRxiv - Neurology","volume":"11 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142197359","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Metabolomic and Lipidomic Analysis of Manganese-Associated Parkinsonism: a Case-Control Study in Brescia, Italy 锰相关帕金森病的代谢组学和脂质组学分析:意大利布雷西亚的一项病例对照研究
Pub Date : 2024-09-06 DOI: 10.1101/2024.09.04.24313002
Freeman Lewis, Daniel Shoieb, Somaiyeh Azmoun, Elena Colicino, Yan Jin, Jinhua Chi, Haiwei Gu, Donatella Placidi, Alessandro Padovani, Andrea Pilotto, Fulvio Pepe, Marinella Turla, Patrizia Crippa, Xuexia Wang, Roberto G Lucchini
Background and Objectives Excessive Manganese (Mn) exposure is neurotoxic and can cause Mn-Induced Parkinsonism (MnIP), marked by cognitive and motor dysfunction. Although metabolomic and lipidomic research in Parkinsonism (PD) patients exists, it remains limited. This study hypothesizes distinct metabolomic and lipidomic profiles based on exposure status, disease diagnosis, and their interaction.
背景和目的 过量的锰(Mn)暴露具有神经毒性,可导致以认知和运动功能障碍为特征的锰诱发帕金森病(MnIP)。虽然对帕金森病(PD)患者的代谢组学和脂质组学研究已经存在,但仍然有限。本研究根据暴露状态、疾病诊断及其相互作用,假设了不同的代谢组学和脂质组学特征。
{"title":"Metabolomic and Lipidomic Analysis of Manganese-Associated Parkinsonism: a Case-Control Study in Brescia, Italy","authors":"Freeman Lewis, Daniel Shoieb, Somaiyeh Azmoun, Elena Colicino, Yan Jin, Jinhua Chi, Haiwei Gu, Donatella Placidi, Alessandro Padovani, Andrea Pilotto, Fulvio Pepe, Marinella Turla, Patrizia Crippa, Xuexia Wang, Roberto G Lucchini","doi":"10.1101/2024.09.04.24313002","DOIUrl":"https://doi.org/10.1101/2024.09.04.24313002","url":null,"abstract":"<strong>Background and Objectives</strong> Excessive Manganese (Mn) exposure is neurotoxic and can cause Mn-Induced Parkinsonism (MnIP), marked by cognitive and motor dysfunction. Although metabolomic and lipidomic research in Parkinsonism (PD) patients exists, it remains limited. This study hypothesizes distinct metabolomic and lipidomic profiles based on exposure status, disease diagnosis, and their interaction.","PeriodicalId":501367,"journal":{"name":"medRxiv - Neurology","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142197388","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development and validation of domain-specific clinical prediction models of post-stroke cognitive impairment 开发和验证卒中后认知障碍的特定领域临床预测模型
Pub Date : 2024-09-06 DOI: 10.1101/2024.09.06.24313196
Andrea Kusec, Kym IE Snell, Nele Demeyere
Background Post-stroke cognitive impairment (PSCI) is highly prevalent across multiple cognitive domains. Individualised PSCI prognosis has mainly been researched using global cognitive outcomes. Here, we develop and externally validate clinical prediction models for overall and domain-specific PSCI, including language, memory, attention, executive function, numeracy, and praxis.
背景 脑卒中后认知障碍(PSCI)在多个认知领域都非常普遍。对卒中后认知障碍预后的个体化研究主要采用整体认知结果。在此,我们开发并从外部验证了整体和特定领域 PSCI 的临床预测模型,包括语言、记忆、注意力、执行功能、计算能力和实践能力。
{"title":"Development and validation of domain-specific clinical prediction models of post-stroke cognitive impairment","authors":"Andrea Kusec, Kym IE Snell, Nele Demeyere","doi":"10.1101/2024.09.06.24313196","DOIUrl":"https://doi.org/10.1101/2024.09.06.24313196","url":null,"abstract":"<strong>Background</strong> Post-stroke cognitive impairment (PSCI) is highly prevalent across multiple cognitive domains. Individualised PSCI prognosis has mainly been researched using global cognitive outcomes. Here, we develop and externally validate clinical prediction models for overall and domain-specific PSCI, including language, memory, attention, executive function, numeracy, and praxis.","PeriodicalId":501367,"journal":{"name":"medRxiv - Neurology","volume":"98 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142197360","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
medRxiv - Neurology
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