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Autophagy-mediated regulation of neutrophil inflammatory responses and its relevance to central nervous system diseases. 自噬介导的中性粒细胞炎症反应调控及其与中枢神经系统疾病的相关性。
IF 4.5 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-17 eCollection Date: 2025-01-01 DOI: 10.3389/fnagi.2025.1702993
Yuliu Li, Yiqing Tan, Wei Zuo

Autophagy is an intracellular degradation system, which plays a crucial role in regulating the inflammatory functions of neutrophils. Neutrophils, as crucial immunological phagocytes, are integral to inflammatory responses. In central nervous system diseases, neutrophils' malfunction is closely associated with disease progression. Autophagy in neutrophils is highly conserved and plays a crucial regulatory role in both the biological functions and pathophysiological processes of neutrophils. In this review, we comprehensively explore the mechanisms of autophagy and its regulatory roles in various aspects of neutrophil biology, including the neutrophil life cycle, extracellular net traps (NETs) formation, degranulation, migration and adhesion, and phagocytosis. We also analyze the role of neutrophil autophagy in different central nervous system diseases such as Alzheimer's disease, stroke, and neuroglioma. Regulating autophagy to control neutrophil inflammatory functions may emerge as a novel therapeutic strategy for treating central nervous system disorders.

自噬是一种细胞内降解系统,在调节中性粒细胞的炎症功能中起着至关重要的作用。中性粒细胞作为重要的免疫吞噬细胞,在炎症反应中是不可或缺的。在中枢神经系统疾病中,中性粒细胞功能障碍与疾病进展密切相关。中性粒细胞的自噬是高度保守的,在中性粒细胞的生物学功能和病理生理过程中都起着至关重要的调节作用。在这篇综述中,我们全面探讨了自噬的机制及其在中性粒细胞生物学各个方面的调节作用,包括中性粒细胞生命周期、细胞外网陷阱(NETs)的形成、脱粒、迁移和粘附以及吞噬。我们还分析了中性粒细胞自噬在不同中枢神经系统疾病(如阿尔茨海默病、中风和神经胶质瘤)中的作用。调节自噬以控制中性粒细胞炎症功能可能成为治疗中枢神经系统疾病的一种新的治疗策略。
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引用次数: 0
Pharmacologically increasing O-GlcNAcylation increases complexity of astrocytes in the dentate gyrus of TgF344-AD rats. 药理学上增加o - glcn酰化可增加TgF344-AD大鼠齿状回星形细胞的复杂性。
IF 4.5 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-16 eCollection Date: 2025-01-01 DOI: 10.3389/fnagi.2025.1690410
Melissa L Garcia, Adam R Denton, Nateka L Jackson, Michael D Scofield, Lori L McMahon
<p><strong>Background: </strong>Alzheimer's disease (AD) pathology begins two or three decades prior to the onset of cognitive symptoms and is characterized by amyloid-<i>β</i> (Aβ) and hyperphosphorylated tau (pTau) accumulation, reactive glial cells, increased inflammation, and neuronal degeneration in later stages. Preclinical studies report that increasing the post-translational modification, O-GlcNAcylation, involving the addition of a single N-acetylglucosamine (GlcNAc) moiety to serine or threonine residues, can reduce amyloidogenic processing of amyloid precursor protein (APP) and compete with serine phosphorylation on tau, decreasing hyperphosphorylated tau accumulation. Protein O-GlcNAcylation can have anti-inflammatory effects, suggesting the possibility that increasing O-GlcNAcylation may decrease reactive gliosis and other pathological changes in AD.</p><p><strong>Methods: </strong>This study aimed to assess the possible beneficial effects of pharmacologically enhancing O-GlcNAcylation by inhibiting O-GlcNAcase (OGA), the enzyme responsible for the removal of O-GlcNAc moieties, on progressive AD pathology using female TgF344-AD rats. The selective OGA inhibitor thiamet-G [TMG; 10 mg/kg, subcutaneously (s.c.)] was administered three times per week for 3 months starting at 6 months of age, a time point when Aβ pathology is evident in the hippocampus. Western blot analysis was used to measure protein levels of GFAP, Iba-1, and Aβ. Immunohistochemistry and confocal imaging were used to assess Aβ plaques, astrocyte and microglia complexity, and degeneration of tyrosine hydroxylase-positive (TH+) axons.</p><p><strong>Results: </strong>In TgF344-AD rats, we found significantly increased astrocyte complexity, defined as increased process length and branches, increased numbers of microglia, loss of noradrenergic axons (NA), and significant Aβ plaques compared to WT, confirming previous work by us and others. Notably, pharmacologically increasing O-GlcNAcylation further increased astrocyte complexity in TgF344-AD rats, specifically those located in close proximity to Aβ plaques, while microglia morphology and Aβ staining were unaffected. O-GlcNAcylation was not able to lessen the loss of TH + axons in TgF344-AD rats, although fewer dystrophic axons were observed, suggesting a possible beneficial effect.</p><p><strong>Discussion: </strong>Our findings demonstrate that increasing O-GlcNAcylation in TgF344-AD rats using a cyclical treatment protocol at a time when Aβ pathology is already significant does not provide broad beneficial effects on Aβ accumulation, microglial reactivity, or noradrenergic axon loss, although there appears to be fewer dystrophic axons. Importantly, increasing O-GlcNAcylation in TgF344-AD rats has dual beneficial effects on astrocyte reactivity. Astrocytes in close proximity to Aβ plaques are more complex with longer processes and more branches compared to those in saline-treated TgF344-AD rats at the same distance, enab
背景:阿尔茨海默病(AD)的病理在认知症状出现前二三十年开始,其特征是淀粉样蛋白-β (Aβ)和过度磷酸化的tau (pTau)积累、反应性胶质细胞、炎症增加和晚期神经元变性。临床前研究报道,增加翻译后修饰,o - glcnac酰化,包括在丝氨酸或苏氨酸残基上添加单个n -乙酰氨基葡萄糖(GlcNAc)片段,可以减少淀粉样前体蛋白(APP)的淀粉样变性加工,并与丝氨酸磷酸化在tau上竞争,减少过度磷酸化的tau积累。蛋白o - glcnac酰化具有抗炎作用,提示增加o - glcnac酰化可能会减少AD的反应性胶质瘤和其他病理改变。方法:本研究旨在评估通过抑制O-GlcNAcase (O-GlcNAcase,负责去除o - glcnnac部分的酶)来增强o - glcnac酰化对雌性TgF344-AD大鼠进行性AD病理的可能有益作用。选择性OGA抑制剂thiamet-G [TMG;从6 月龄开始,每周给药3次,每次10 mg/kg,皮下注射(s.c)],持续3 个月,6 月龄是海马a β病理明显的时间点。Western blot检测GFAP、Iba-1、Aβ蛋白水平。采用免疫组织化学和共聚焦成像技术评估Aβ斑块、星形胶质细胞和小胶质细胞的复杂性以及酪氨酸羟化酶阳性(TH+)轴突的变性。结果:在TgF344-AD大鼠中,我们发现星形胶质细胞复杂性显著增加,定义为过程长度和分支增加,小胶质细胞数量增加,去甲肾上腺素能轴突(NA)丢失,与WT相比,显著的Aβ斑块,证实了我们和其他人之前的工作。值得注意的是,药理学上增加O-GlcNAcylation进一步增加了TgF344-AD大鼠的星形胶质细胞复杂性,特别是那些位于Aβ斑块附近的大鼠,而小胶质细胞形态和Aβ染色未受影响。o - glcn酰化不能减轻TgF344-AD大鼠中TH + 轴突的损失,尽管观察到较少的营养不良轴突,这表明可能有有益的作用。讨论:我们的研究结果表明,在a β病理已经显著的TgF344-AD大鼠中,使用周期性治疗方案增加o - glcn酰化并不能对a β积累、小胶质反应性或去肾上腺素能轴突损失提供广泛的有益影响,尽管营养不良的轴突似乎减少了。重要的是,增加TgF344-AD大鼠的o - glcn酰化对星形胶质细胞的反应性有双重有益作用。与相同距离的经盐水处理的TgF344-AD大鼠相比,靠近Aβ斑块的星形胶质细胞更复杂,具有更长的过程和更多的分支,使它们能够包围斑块并保护附近的神经元。在盐水处理的TgF344-AD大鼠中,位于离斑块较远位置的星形胶质细胞的反应性低于相同距离的星形胶质细胞,这使得附近神经元的局部病理环境更少。我们的研究结果为可能有助于在进行性AD病理过程中增加o - glcn酰化的有益治疗效果的可能机制提供了新的见解。
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引用次数: 0
Qi-Fu-Yin ameliorates physiological frailty in male 5xFAD mice through remodeling the gut microbiota and modulating the cerebral cortex metabolism. 气复饮通过重塑肠道菌群和调节大脑皮质代谢改善雄性5xFAD小鼠的生理脆弱。
IF 4.5 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-16 eCollection Date: 2025-01-01 DOI: 10.3389/fnagi.2025.1622286
Yitong Xiao, He Li, Xinyuan Han, Yixiao Liu, Jiayu Sun, Chenxi Sun, Yichen Wang, Tianyuan Ye, Xiaorui Cheng

Introduction: Alzheimer's disease (AD) is a neurodegenerative disease that can only be managed rather than cured, bringing a substantial burden to society. Frailty and cognition are intertwined in a cycle of decline, affecting the prognosis of AD. Qi-Fu-Yin (QFY) is a classic prescription in traditional Chinese medicine for dementia. While most studies have focused on cognitive impairment, research on physiological frailty remains relatively scarce in AD, especially in 5xFAD mice. We aimed to investigate the impacts of QFY on the physiological frailty of male 5xFAD mice.

Methods: Male 5xFAD mice received QFY, followed by grip strength test, rotarod test, grading score of frailty, lipofuscin staining, SA-β-gal and Aβ co-staining. The metabolite alteration and the intestinal flora composition were analyzed by non-targeted metabolomics and 16S rRNA sequencing. Moreover, Spearman's correlation analysis was used to integrate behavioral results, differentially expressed metabolites, and altered bacterial genera.

Results: We discovered that QFY improved grip strength, riding time, score of frailty, lipofuscin deposition, SA-β-gal, and Aβ in male 5xFAD mice. The results of untargeted metabolomics showed that metabolites such as proline, PS (18:1/18:0), and PFSA-CI were downregulated in the male 5xFAD mice compared with C57BJ/6JXSJL mice, while PE (18:1/18:1) was upregulated. QFY treatment reversed these changes, restoring metabolite levels toward those of C57BJ/6JXSJL mice. Arginine and proline metabolism, alanine, aspartate and glutamate metabolism, and butyrate metabolism were filtered out as the important metabolic pathways between the C57BJ/6JXSJL mice and the male 5xFAD mice, as well as between the 5xFAD mice and the 5xFAD mice with QFY treatment. Moreover, Ruminococcaceae, Subdoligranulum, Bacteroides, Alistipes, Rikenellaceae_RC9_gut_group, and Odoribacter, which were lower in male 5xFAD mice, were improved after QFY intervention.

Discussion: The differential intestinal flora might improve the metabolism of brain tissue as well as muscle strength and coordination through Short-chain fatty acids (SCFAs). The differential metabolites caused by QFY intervention also have an improving effect on physiological frailty. We suggest that QFY exerts protective impacts against the physiological frailty in AD by adjusting the muscle-gut-brain axis.

阿尔茨海默病(AD)是一种只能控制而不能治愈的神经退行性疾病,给社会带来了巨大的负担。虚弱和认知能力在衰退的循环中交织在一起,影响阿尔茨海默病的预后。气附饮是治疗痴呆的经典中药方剂。虽然大多数研究都集中在认知障碍上,但对AD的生理脆弱性的研究相对较少,特别是在5xFAD小鼠中。我们的目的是研究芪粉对雄性5xFAD小鼠生理脆弱性的影响。方法:雄性5xFAD小鼠给予QFY后,进行握力测试、旋转棒测试、衰弱分级评分、脂褐素染色、SA-β-gal和Aβ共染色。通过非靶向代谢组学和16S rRNA测序分析代谢物变化和肠道菌群组成。此外,Spearman相关分析用于整合行为结果、差异表达的代谢物和改变的细菌属。结果:我们发现QFY改善雄性5xFAD小鼠的握力、骑行时间、虚弱评分、脂褐素沉积、SA-β-gal和Aβ。非靶向代谢组学结果显示,与C57BJ/6JXSJL小鼠相比,雄性5xFAD小鼠脯氨酸、PS(18:1/18:0)、PFSA-CI等代谢物下调,PE(18:1/18:1)上调。QFY治疗逆转了这些变化,使代谢物水平恢复到C57BJ/6JXSJL小鼠的水平。筛选出精氨酸和脯氨酸代谢、丙氨酸、天冬氨酸和谷氨酸代谢、丁酸盐代谢是C57BJ/6JXSJL小鼠与5xFAD雄性小鼠之间,以及5xFAD小鼠与QFY治疗的5xFAD小鼠之间的重要代谢途径。此外,在5xFAD雄性小鼠中较低的Ruminococcaceae、Subdoligranulum、Bacteroides、Alistipes、Rikenellaceae_RC9_gut_group和Odoribacter在QFY干预后得到改善。讨论:不同肠道菌群可能通过短链脂肪酸(SCFAs)改善脑组织代谢以及肌肉力量和协调性。QFY干预引起的代谢物差异对生理虚弱也有改善作用。我们认为,清汤fy通过调节肌肉-肠-脑轴对AD的生理脆弱发挥保护作用。
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引用次数: 0
Hippocampal T1WI radiomics- and clinical feature-based models for predicting early mild cognitive impairment in secondary hydrocephalus. 基于海马T1WI放射组学和临床特征的模型预测继发性脑积水早期轻度认知障碍。
IF 4.5 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-16 eCollection Date: 2025-01-01 DOI: 10.3389/fnagi.2025.1672254
Xiaofeng Wang, Ziao Xu, Bohang Liu, Xuefei Ji, Liao Guan, Lei Ye, Hongwei Cheng

Introduction: Mild cognitive impairment (MCI) represents the initial stage of dementia, and early diagnosis is crucial in clinical practice. This study aimed to investigate the predictive performance of three models based on clinical features, radiomics features of hippocampal T1-weighted imaging, and a combination of these features for identifying MCI in patients with secondary hydrocephalus.

Methods: Of the 378 patients with secondary hydrocephalus, 124 were ultimately included in the study and divided into two cohorts: those with Mild Cognitive Impairment (MCI, n = 49) and those without MCI (n = 75). The samples were randomly stratified into a training set (34 MCI and 52 non-MCI patients) and a validation set (15 MCI and 23 non-MCI patients). Radiomic features from the bilateral hippocampi were extracted based on the region of interest, and the optimal parameters were selected through dimensionality reduction. Predictive models were constructed using clinical data, radiomic data, and a combination of both, with the radiomic score being utilized. The performance of each model was then assessed in both training and validation sets. Additionally, the diagnostic performance of the optimal model was compared with that of the Montreal Cognitive Assessment (MoCA) Scale.

Results: In the clinical model, the disease course, serum uric acid, serum cystatin C, and the lateral ventricular temporal horn ratio emerged as independent risk factors for MCI following hydrocephalus. In the radiomics model, four optimal hippocampal features were identified. The AUC values for the clinical, radiomics, and combined models in the training/validation sets were 0.827 (0.736 ~ 0.919)/0.812 (0.666 ~ 0.957), 0.864 (0.790 ~ 0.937)/0.849 (0.724 ~ 0.974), and 0.937 (0.889 ~ 0.985)/0.907 (0.804 ~ 1.000), respectively. The combined model exhibited higher AUC values than the MoCA scale in both datasets. There was a significant difference in the training set, and while the validation set showed a consistent trend, it did not achieve statistical significance.

Conclusion: The combined model achieved optimal performance and demonstrated superior predictive capabilities for MCI in the patients with secondary hydrocephalus outperforming other models.

轻度认知障碍(Mild cognitive impairment, MCI)是痴呆的初始阶段,早期诊断在临床实践中至关重要。本研究旨在探讨基于临床特征、海马t1加权成像放射组学特征以及这些特征联合识别继发性脑积水患者MCI的三种模型的预测性能。方法:378例继发性脑积水患者中,124例最终纳入研究,并分为两组:轻度认知障碍(MCI, n = 49)和无MCI (n = 75)。样本随机分为训练组(34例轻度认知障碍患者和52例非轻度认知障碍患者)和验证组(15例轻度认知障碍患者和23例非轻度认知障碍患者)。基于感兴趣区域提取双侧海马的放射学特征,并通过降维选择最优参数。使用临床数据、放射组学数据以及两者的结合构建预测模型,并使用放射组学评分。然后在训练集和验证集中评估每个模型的性能。此外,将最优模型的诊断性能与蒙特利尔认知评估量表(MoCA)进行比较。结果:在临床模型中,病程、血清尿酸、血清胱抑素C、侧脑室颞角比值是脑积水后MCI的独立危险因素。在放射组学模型中,确定了四个最佳海马特征。临床的AUC值、radiomics和组合模型在培训/验证集分别为0.827(0.736 ~ 0.919)/ 0.812(0.666 ~ 0.957),0.864(0.790 ~ 0.937)/ 0.849(0.724 ~ 0.974),和0.937(0.889 ~ 0.985)/ 0.907(0.804 ~ 1.000),分别。在两个数据集上,组合模式的AUC值均高于MoCA尺度。训练集差异显著,验证集趋势一致,但未达到统计学意义。结论:联合模型对继发性脑积水患者MCI的预测能力优于其他模型。
{"title":"Hippocampal T1WI radiomics- and clinical feature-based models for predicting early mild cognitive impairment in secondary hydrocephalus.","authors":"Xiaofeng Wang, Ziao Xu, Bohang Liu, Xuefei Ji, Liao Guan, Lei Ye, Hongwei Cheng","doi":"10.3389/fnagi.2025.1672254","DOIUrl":"10.3389/fnagi.2025.1672254","url":null,"abstract":"<p><strong>Introduction: </strong>Mild cognitive impairment (MCI) represents the initial stage of dementia, and early diagnosis is crucial in clinical practice. This study aimed to investigate the predictive performance of three models based on clinical features, radiomics features of hippocampal T1-weighted imaging, and a combination of these features for identifying MCI in patients with secondary hydrocephalus.</p><p><strong>Methods: </strong>Of the 378 patients with secondary hydrocephalus, 124 were ultimately included in the study and divided into two cohorts: those with Mild Cognitive Impairment (MCI, <i>n</i> = 49) and those without MCI (<i>n</i> = 75). The samples were randomly stratified into a training set (34 MCI and 52 non-MCI patients) and a validation set (15 MCI and 23 non-MCI patients). Radiomic features from the bilateral hippocampi were extracted based on the region of interest, and the optimal parameters were selected through dimensionality reduction. Predictive models were constructed using clinical data, radiomic data, and a combination of both, with the radiomic score being utilized. The performance of each model was then assessed in both training and validation sets. Additionally, the diagnostic performance of the optimal model was compared with that of the Montreal Cognitive Assessment (MoCA) Scale.</p><p><strong>Results: </strong>In the clinical model, the disease course, serum uric acid, serum cystatin C, and the lateral ventricular temporal horn ratio emerged as independent risk factors for MCI following hydrocephalus. In the radiomics model, four optimal hippocampal features were identified. The AUC values for the clinical, radiomics, and combined models in the training/validation sets were 0.827 (0.736 ~ 0.919)/0.812 (0.666 ~ 0.957), 0.864 (0.790 ~ 0.937)/0.849 (0.724 ~ 0.974), and 0.937 (0.889 ~ 0.985)/0.907 (0.804 ~ 1.000), respectively. The combined model exhibited higher AUC values than the MoCA scale in both datasets. There was a significant difference in the training set, and while the validation set showed a consistent trend, it did not achieve statistical significance.</p><p><strong>Conclusion: </strong>The combined model achieved optimal performance and demonstrated superior predictive capabilities for MCI in the patients with secondary hydrocephalus outperforming other models.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"17 ","pages":"1672254"},"PeriodicalIF":4.5,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12748200/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145877691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A lightweight cerebrospinal fluid biomarker-based model for first-diagnosis prediction of Parkinson's disease: model development, external validation, and local deployment. 一种基于脑脊液生物标志物的轻量化帕金森病首发诊断预测模型:模型开发、外部验证和局部部署
IF 4.5 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-16 eCollection Date: 2025-01-01 DOI: 10.3389/fnagi.2025.1723169
Xinchao Hu, Yu Liu, Yuan Cao, Chunli Wei, Kun Liu, Jing-Hua Yang

Background: Despite substantial progress in biomarker research, Parkinson's disease (PD) still lacks widely validated, easily deployable diagnostic tests for reliable early-stage detection, particularly in resource-limited circumstances.

Objective: This study aimed to develop and externally validate a lightweight machine learning model for the first-diagnosis prediction of PD using baseline cerebrospinal fluid (CSF) biomarkers from the Parkinson's Progression Markers Initiative (PPMI).

Methods: Baseline CSF data from 665 participants (PD = 415, controls = 190, SWEDD = 60) were used. Five machine learning classifiers-L2-regularized logistic regression (L2-LR), random forest (RF), histogram-based gradient boosting (HistGB), support vector machine with RBF kernel (SVM-RBF), and multilayer perceptron (MLP)-were trained and compared. Feature selection focused on five core CSF biomarkers (Aβ42, α-synuclein, total tau, phosphorylated tau181 and hemoglobin). Model performance was evaluated using AUC, PR-AUC, and Brier scores, followed by isotonic calibration and independent validation using the University of Pennsylvania dataset.

Results: A lightweight, biomarker-based RF model effectively distinguishes first-diagnosis PD cases using limited baseline CSF indicators. Its offline Streamlit deployment offers a practical tool for resource-limited settings, bridging the gap between computational prediction and real-world neurological diagnosis.

背景:尽管生物标志物研究取得了实质性进展,但帕金森病(PD)仍然缺乏广泛验证、易于部署的诊断测试,无法进行可靠的早期检测,特别是在资源有限的情况下。目的:本研究旨在开发并外部验证一种轻量级机器学习模型,该模型使用帕金森进展标志物倡议(PPMI)中的基线脑脊液(CSF)生物标志物进行PD的首次诊断预测。方法:使用665名参与者(PD = 415,对照组= 190,SWEDD = 60)的基线CSF数据。训练并比较了5种机器学习分类器:l2正则化逻辑回归(L2-LR)、随机森林(RF)、基于直方图的梯度增强(HistGB)、带RBF核的支持向量机(SVM-RBF)和多层感知器(MLP)。特征选择集中在五个核心脑脊液生物标志物(Aβ42, α-synuclein,总tau,磷酸化tau181和血红蛋白)。使用AUC、PR-AUC和Brier评分评估模型性能,然后使用宾夕法尼亚大学数据集进行等渗校准和独立验证。结果:一个轻量级的、基于生物标志物的RF模型使用有限的基线CSF指标有效地区分了首次诊断的PD病例。它的离线Streamlit部署为资源有限的环境提供了一个实用的工具,弥合了计算预测和现实世界神经诊断之间的差距。
{"title":"A lightweight cerebrospinal fluid biomarker-based model for first-diagnosis prediction of Parkinson's disease: model development, external validation, and local deployment.","authors":"Xinchao Hu, Yu Liu, Yuan Cao, Chunli Wei, Kun Liu, Jing-Hua Yang","doi":"10.3389/fnagi.2025.1723169","DOIUrl":"10.3389/fnagi.2025.1723169","url":null,"abstract":"<p><strong>Background: </strong>Despite substantial progress in biomarker research, Parkinson's disease (PD) still lacks widely validated, easily deployable diagnostic tests for reliable early-stage detection, particularly in resource-limited circumstances.</p><p><strong>Objective: </strong>This study aimed to develop and externally validate a lightweight machine learning model for the first-diagnosis prediction of PD using baseline cerebrospinal fluid (CSF) biomarkers from the Parkinson's Progression Markers Initiative (PPMI).</p><p><strong>Methods: </strong>Baseline CSF data from 665 participants (PD = 415, controls = 190, SWEDD = 60) were used. Five machine learning classifiers-L2-regularized logistic regression (L2-LR), random forest (RF), histogram-based gradient boosting (HistGB), support vector machine with RBF kernel (SVM-RBF), and multilayer perceptron (MLP)-were trained and compared. Feature selection focused on five core CSF biomarkers (Aβ42, α-synuclein, total tau, phosphorylated tau181 and hemoglobin). Model performance was evaluated using AUC, PR-AUC, and Brier scores, followed by isotonic calibration and independent validation using the University of Pennsylvania dataset.</p><p><strong>Results: </strong>A lightweight, biomarker-based RF model effectively distinguishes first-diagnosis PD cases using limited baseline CSF indicators. Its offline Streamlit deployment offers a practical tool for resource-limited settings, bridging the gap between computational prediction and real-world neurological diagnosis.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"17 ","pages":"1723169"},"PeriodicalIF":4.5,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12748221/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145877658","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The efficacy versus evidence quality of multicompomnent exercise for cognitive health in older adults: an umbrella review. 多组分运动对老年人认知健康的疗效与证据质量:一项概括性综述。
IF 4.5 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-15 eCollection Date: 2025-01-01 DOI: 10.3389/fnagi.2025.1719179
Weibao Liang, Chuannan Liu, Xujie Yan, Shuting Xu, Jianmin Dai, Wenbai Huang

Introduction: Multicomponent exercise (MCE) is a promising strategy for enhancing cognitive function in older adults. This umbrella review aimed to synthesize and critically appraise the evidence from systematic reviews and meta-analyses on the effects of multicomponent physical exercise on cognition in this population.

Methods: An umbrella review of systematic reviews with or without meta-analysis was conducted. Six electronic databases (PubMed, Web of Science, Embase, Scopus, SPORTDiscus, and the Cochrane Library) were searched from their inception to September 2025 to identify eligible studies. The methodological quality of the included reviews was assessed using the AMSTAR-2 tool, and the overall certainty of the evidence for key outcomes was evaluated using the GRADE framework.

Results: The synthesis included 27 systematic reviews. MCE demonstrated consistently statistically significant, moderate positive effects on global cognitive function (SMD = 0.45) and executive function (SMD = 0.31). regarding memory, while the overall effect and verbal memory showed significant improvements, specific sub-domains such as working memory and delayed memory did not reach statistical significance. Similarly, no significant effect was observed for attention/processing speed. Despite these positive findings, the methodological quality of the majority of the included reviews (22 of 27) was rated as "Low" or "Critically Low" by AMSTAR-2. Consequently, the certainty of the evidence according to GRADE was predominantly "Low" to "Very Low" for most cognitive outcomes, with "Moderate" certainty achieved only for global cognitive function.

Conclusion: Multicomponent exercise is an effective intervention for improving global cognitive function and executive function in older adults. While benefits for specific memory domains and processing speed were less consistent, these findings support the clinical and public health promotion of MCE, while simultaneously highlighting an urgent need for more methodologically rigorous research to solidify the evidence base.

Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/view/ CRD420251161230, identifier CRD420251161230.

多组分运动(MCE)是一种很有前景的增强老年人认知功能的策略。本综述旨在综合和批判性评估来自系统综述和荟萃分析的证据,这些证据涉及多组分体育锻炼对该人群认知能力的影响。方法:对包含或不包含meta分析的系统综述进行总括性综述。六个电子数据库(PubMed, Web of Science, Embase, Scopus, SPORTDiscus和Cochrane Library)从其成立到2025年9月进行检索,以确定符合条件的研究。使用AMSTAR-2工具评估纳入的综述的方法学质量,使用GRADE框架评估关键结果证据的总体确定性。结果:综合纳入27篇系统综述。MCE对整体认知功能(SMD = 0.45)和执行功能(SMD = 0.31)均有统计学上显著的中度积极影响。在记忆方面,虽然整体效果和言语记忆有显著改善,但具体的子领域如工作记忆和延迟记忆没有达到统计学意义。同样,在注意力/处理速度方面也没有观察到显著的影响。尽管有这些积极的发现,大多数纳入的评论(27篇中的22篇)的方法学质量被AMSTAR-2评为“低”或“极低”。因此,根据GRADE,对于大多数认知结果,证据的确定性主要是“低”到“非常低”,只有对于全球认知功能,证据的确定性才达到“中等”。结论:多组分运动是改善老年人整体认知功能和执行功能的有效干预措施。虽然对特定记忆领域和处理速度的益处不太一致,但这些发现支持了MCE的临床和公共卫生推广,同时也强调了迫切需要更严格的方法研究来巩固证据基础。系统评价注册:https://www.crd.york.ac.uk/PROSPERO/view/ CRD420251161230,标识符CRD420251161230。
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引用次数: 0
HALP, PIV, and SII as novel composite inflammatory indices for early detection and severity assessment of Alzheimer's disease. HALP、PIV和SII作为阿尔茨海默病早期检测和严重程度评估的新型复合炎症指标
IF 4.5 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-15 eCollection Date: 2025-01-01 DOI: 10.3389/fnagi.2025.1711176
Chao Huang, Chenxi Lu, Shuai Liu, Fanshu Dai, Dilraba Mahmut, Hezhen Gao, Yong Ji, Biao Zhang

Objective: This study aimed to evaluate the diagnostic and prognostic value of the Hemoglobin, Albumin, Lymphocyte, and Platelet (HALP) Score, the Pan-Immune-Inflammation Value (PIV), and the Systemic-Immune-Inflammation Index (SII) in Alzheimer's disease (AD), exploring their association with dementia severity and their potential utility in diagnosis and monitoring disease progression.

Methods: In a retrospective case-control study, 261 AD patients and 176 healthy controls were enrolled. Propensity score matching (PSM) generated a balanced cohort of 176 patient-control pairs. Demographic, clinical, and hematologic variables were collected, including HALP, PIV, and SII, and dementia severity was assessed using the mini-mental state examination (MMSE). Univariate and multivariate logistic regression analyses were performed to identify independent risk factors for AD, while spearman's correlation and receiver operating characteristic (ROC) curve analysis with bootstrap internal validation were used to evaluate the biomarker's performance.

Results: Following matching, AD patients exhibited significantly lower HALP and higher PIV and SII levels indicating a chronic pro-inflammatory state. HALP, PIV, and SII showed gradual but non-significant changes with dementia severity. HALP exhibited inverse correlation trend with dementia severity, though it did not reach statistical significance. Logistic regression identified education level and elevated neutrophil counts as independent risk factors of AD. ROC analysis revealed modest diagnostic performance for indices (AUC from 0.627 to 0.655), while combination of them did not significantly improve the diagnostic power.

Conclusion: HALP, PIV, and SII are promising blood-based biomarkers for AD diagnosis and progression monitoring. HALP may help track disease progression. These low cost, accessible composite inflammatory indices offer potential as adjunct tools for early detection and severity assessment in AD, especially in resource limited settings.

目的:本研究旨在评价血红蛋白、白蛋白、淋巴细胞和血小板(HALP)评分、泛免疫-炎症值(PIV)和系统免疫-炎症指数(SII)在阿尔茨海默病(AD)中的诊断和预后价值,探讨它们与痴呆严重程度的关系及其在诊断和监测疾病进展中的潜在应用。方法:采用回顾性病例对照研究,纳入261例AD患者和176例健康对照者。倾向评分匹配(PSM)产生了176对患者对照的平衡队列。收集人口统计学、临床和血液学变量,包括HALP、PIV和SII,并使用迷你精神状态检查(MMSE)评估痴呆严重程度。采用单因素和多因素logistic回归分析确定AD的独立危险因素,采用spearman相关和受试者工作特征(ROC)曲线分析和bootstrap内部验证来评估生物标志物的表现。结果:匹配后,AD患者HALP水平明显降低,PIV和SII水平明显升高,表明AD患者处于慢性促炎状态。HALP、PIV和SII随痴呆严重程度的变化呈逐渐但不显著的变化。HALP与痴呆严重程度呈负相关趋势,但无统计学意义。Logistic回归发现教育水平和中性粒细胞计数升高是AD的独立危险因素。ROC分析显示各指标的诊断效能一般(AUC为0.627 ~ 0.655),而联合使用这些指标并没有显著提高诊断效能。结论:HALP、PIV和SII是很有希望用于阿尔茨海默病诊断和进展监测的血液生物标志物。HALP可以帮助追踪疾病进展。这些低成本、可获得的复合炎症指数为阿尔茨海默病的早期发现和严重程度评估提供了潜在的辅助工具,特别是在资源有限的环境中。
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引用次数: 0
Dexmedetomidine ameliorates cognitive and affective deficits by modulating neuroinflammation and neurogenesis in an Alzheimer's disease mouse model. 右美托咪定通过调节阿尔茨海默病小鼠模型的神经炎症和神经发生改善认知和情感缺陷。
IF 4.5 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-15 eCollection Date: 2025-01-01 DOI: 10.3389/fnagi.2025.1724739
Mai Li, Chanyuan An, Xin Wang, Minghe Ren, Shiyu Liu, Ruixin Chen, Yuyan Guo, Jun Wang, Yulang Fei, Dafei Ma, Kaige Ma, Yuming Zhang

Alzheimer's disease (AD) involves progressive cognitive decline and neuropsychiatric symptoms that are strongly linked to neuroinflammation and aberrant hippocampal neurogenesis. We examined whether dexmedetomidine (Dex), a clinically used selective α2-adrenergic agonist, could mitigate Aβ1-42-induced pathology in mice. After intracerebroventricular Aβ1-42 injection, animals were treated with Dex (25 or 50 μg/kg/day) for 7 days; a subgroup additionally received the α2 antagonist Yohimbine. Behavioral tests showed improved memory performance across recognition and spatial paradigms, accompanied by reduced anxiety-like behavior in exploratory assays. Histological analyses with Nissl and doublecortin (DCX) staining indicated preserved neuronal integrity, fewer degenerating cells, and normalization of pathological neurogenesis. At the molecular level, Dex suppressed the expression of pro-inflammatory and apoptotic genes (CXCL2, IL-1β, iNOS, SPHK1) and lowered hippocampal malondialdehyde, consistent with reduced oxidative stress and improved cellular resilience. Yohimbine partly reversed these effects, supporting α2-adrenergic involvement but leaving open the possibility of additional pathways contributing to the response. Overall, our results suggest that Dex protects against Aβ-driven injury through coordinated regulation of neuroinflammation, oxidative stress, and neurogenesis, underscoring its promise as a molecularly targeted candidate for early therapeutic strategies in AD management.

阿尔茨海默病(AD)涉及进行性认知能力下降和神经精神症状,这些症状与神经炎症和异常海马神经发生密切相关。我们研究了临床上使用的选择性α2-肾上腺素能激动剂右美托咪定(Dex)是否能减轻a - β1-42诱导的小鼠病理。脑室内注射a - β1-42后,分别给药25或50 μg/kg/d,连续7 d;另一组患者接受α2拮抗剂育亨宾治疗。行为测试显示,在认知和空间范式中,记忆表现有所改善,探索性分析中,焦虑样行为也有所减少。尼氏染色和双皮质素(DCX)染色的组织学分析显示神经元完整性得以保留,变性细胞较少,病理神经发生正常化。在分子水平上,Dex抑制促炎和凋亡基因(CXCL2、IL-1β、iNOS、SPHK1)的表达,降低海马丙二醛,与减少氧化应激和提高细胞恢复力一致。育亨宾在一定程度上逆转了这些作用,支持α2-肾上腺素能参与,但留下了其他途径参与反应的可能性。总的来说,我们的研究结果表明,右美托昔酮通过协调调节神经炎症、氧化应激和神经发生来防止a β驱动的损伤,强调了其作为AD早期治疗策略的分子靶向候选药物的前景。
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引用次数: 0
Transcranial stimulation combined with four rehabilitation therapies for gait and motor function in Parkinson's disease: a network meta-analysis of 23 RCTs. 经颅刺激联合四种康复疗法治疗帕金森病的步态和运动功能:23项随机对照试验的网络荟萃分析
IF 4.5 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-15 eCollection Date: 2025-01-01 DOI: 10.3389/fnagi.2025.1670825
Dongyue Li, Xinyu Lin, Haojie Li, Jian Zhou

Introduction: Parkinson's disease (PD) has become the fastest-growing neurological disease worldwide. This network meta-analysis evaluated the efficacy of transcranial stimulation combined with four rehabilitation approaches for improving gait and motor function in Parkinson's disease.

Methods: We systematically searched seven databases: PubMed, Embase, Cochrane Library, Web of Science, CNKI, and Wanfang. Data from 23 randomized controlled trials (n = 669 patients) were analyzed using a frequentist network meta-analysis approach. Primary outcomes included gait parameters (velocity, cadence, stride length) and motor function (Timed Up and Go test, Unified Parkinson's Disease Rating Scale Part III). Statistical analyses incorporated the Surface Under the Cumulative Ranking curve rankings and sensitivity analyses.

Results: (1) For gait outcomes, Dual-Task Training showed optimal efficacy for improving stride length (SUCRA = 100%) and velocity (86.5%), while Exercise Rehabilitation best improved cadence (100%). (2) For motor function, Conventional Rehabilitation demonstrated superior improvement in the Timed Up and Go test (100%), and Dual-Task Training showed advantages in Unified Parkinson's Disease Rating Scale Part III scores (85.1%). All combined interventions significantly outperformed the control groups (p < 0.05), and sensitivity analyses confirmed the robustness of these findings.

Conclusion: The results support the use of personalized rehabilitation strategies: Dual-Task Training for patients with stride deficits and prominent motor symptoms, Exercise Rehabilitation for cadence improvement, and Conventional Rehabilitation for enhancing general mobility. These findings provide evidence-based guidance for optimizing neurorehabilitation protocols in the management of Parkinson's disease.

帕金森氏病(PD)已成为世界范围内发展最快的神经系统疾病。该网络meta分析评估了经颅刺激联合四种康复方法改善帕金森病步态和运动功能的疗效。方法:系统检索PubMed、Embase、Cochrane Library、Web of Science、CNKI、万方等7个数据库。23项随机对照试验(n = 669例患者)的数据采用频率网络meta分析方法进行分析。主要结果包括步态参数(速度、节奏、步幅)和运动功能(定时起身和行走测试,统一帕金森病评定量表第三部分)。统计分析包括曲面下累积排名曲线排名和敏感性分析。结果:(1)在步态结果方面,双任务训练对步幅(supra = 100%)和速度(86.5%)的改善效果最好,而运动康复对步幅(100%)的改善效果最好。(2)在运动功能方面,常规康复在Timed Up and Go测试中有明显的改善(100%),双任务训练在统一帕金森病评定量表第三部分得分上有明显的改善(85.1%)。结论:结果支持使用个性化康复策略:双任务训练用于步幅缺陷和突出运动症状的患者,运动康复用于改善节奏,常规康复用于增强全身活动能力。这些发现为优化帕金森病管理中的神经康复方案提供了循证指导。
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引用次数: 0
Challenges in neuropsychological improvement after shunt surgery for idiopathic normal pressure hydrocephalus. 特发性常压脑积水分流手术后神经心理改善的挑战。
IF 4.5 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-12 eCollection Date: 2025-01-01 DOI: 10.3389/fnagi.2025.1725486
Ondřej Rýdlo, Adéla Bubeníková, Petr Skalický, Klára Häcklová, Robért Leško, Aleš Vlasák, Hana Georgi, Ondřej Bradáč

Objectives: To evaluate cognitive and mood changes 3 months after shunting for idiopathic normal-pressure hydrocephalus (iNPH), and compare postoperative outcomes with matched healthy controls across cognitive domains.

Methods: Thirty-three iNPH patients underwent neuropsychological testing preoperatively and at 3 months; 71 age-, sex-, and education-matched controls were assessed once. Tests were grouped into six cognitive domains.

Results: Shunting yielded significant gains in Verbal Memory and Psychomotor Pace; Executive Functions improved selectively. Non-Verbal Memory, Language, and Visuospatial Abilities showed no postoperative change. Depressive symptoms decreased significantly. However, at 3 months patients still performed worse than controls on all tests (all p < 0.001).

Conclusion: Shunt surgery produces measurable yet domain-limited cognitive benefits in iNPH at 3 months, particularly in verbal learning and processing speed, alongside mood improvement. Performance remains below healthy norms, indicating partial recovery. Larger, prospective cohorts and longer follow-up are needed to determine durability, breadth of cognitive change, and predictors of response.

目的:评估特发性正常压力脑积水(iNPH)分流术后3 个月的认知和情绪变化,并将术后结果与匹配的健康对照者在认知领域进行比较。方法:33例iNPH患者术前及术后3 个月行神经心理测试;71名年龄、性别和教育程度相匹配的对照组进行了一次评估。测试分为六个认知领域。结果:分流在言语记忆和精神运动速度方面有显著的提高;执行功能有选择性地得到改善。非言语记忆、语言和视觉空间能力未见术后改变。抑郁症状明显减轻。然而,在3 个月时,患者在所有测试中的表现仍然比对照组差(均p )。结论:在3 个月时,分流手术对iNPH产生了可测量但领域有限的认知益处,特别是在言语学习和处理速度方面,以及情绪改善。业绩仍低于健康标准,表明部分复苏。需要更大的前瞻性队列和更长的随访来确定持久性、认知变化的广度和反应的预测因素。
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引用次数: 0
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