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Research progress on the pathogenesis and influencing factors of pain in Parkinsons disease
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作者 Siyu Chen Yaoming Xu 《Journal of Translational Neuroscience》 2025年第4期11-17,共7页
Parkinsons disease(PD)is a chronic,progressive neurodegenerative disorder characterized by both motor and non-motor symptoms.Pain,a key component of PDs non-motor symptoms,was first documented by Charcot in 1872 as a ... Parkinsons disease(PD)is a chronic,progressive neurodegenerative disorder characterized by both motor and non-motor symptoms.Pain,a key component of PDs non-motor symptoms,was first documented by Charcot in 1872 as a potential correlate of the disease.While pharmacological and surgical interventions have gained traction in managing PD-related pain,the therapeutic framework remains inconsistent.Understanding the pathogenesis and contributing factors of PD pain is crucial for developing novel therapies and refining disease identification and treatment protocols.This review examines the potential mechanisms and influencing factors of PD-associated pain,with the aim of identifying new therapeutic targets for PD pain. 展开更多
关键词 parkinsons disease pain dopamine neuroinflammation
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Determinants of alpha-synuclein pathogenesis in Parkinson's disease
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作者 Oriol Barcenas Marc Estivill-Alonso Salvador Ventura 《Neural Regeneration Research》 2026年第4期1568-1569,共2页
Alpha-synuclein and Parkinson's disease:Neuronal damage and inflammation caused by the aggregation of alpha-synuclein(α-syn)are central to a group of disorders known as synucleopathies,which includes Parkinson... Alpha-synuclein and Parkinson's disease:Neuronal damage and inflammation caused by the aggregation of alpha-synuclein(α-syn)are central to a group of disorders known as synucleopathies,which includes Parkinson's disease(PD),dementia with Lewy bodies,and multiple system atrophy,among others.PD,the most common synucleinopathy,is the second most prevalent neurodegenerative disease after Alzheimer's disease,and it is the fastest growing.Its primary hallmark is the degeneration of dopaminergic neurons in the substantia nigra pars compacta,disrupting the communication with the striatum. 展开更多
关键词 parkinsons disease pd dementia parkinsons disease neuronal neurodegenerative disease multiple system atrophyamong alzheimers diseaseand parkinsons disease alpha synuclein degeneration dopaminergic neurons
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Imaging alpha-synuclein pathology in Parkinson's disease
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作者 Ruiqing Ni 《Neural Regeneration Research》 2026年第4期1566-1567,共2页
Parkinson's disease(PD)is the second most common neurodegenerative disorder.The clinical manifestations of PD include motor symptoms,such as bradykinesia,resting tremor,rigidity,and nonmotor symptoms,which include... Parkinson's disease(PD)is the second most common neurodegenerative disorder.The clinical manifestations of PD include motor symptoms,such as bradykinesia,resting tremor,rigidity,and nonmotor symptoms,which include disturbances in sleep,gastrointestinal function,and olfaction.PD misdiagnosis rates have been reported to reach approximately 30%,partly owing to the heterogeneity of parkinsonism with non-PD pathologies,and the differential diagnosis of PD from neurodegenerative diseases such as multiple systemic atrophy(MSA)and progressive supranuclear palsy poses another unmet need. 展开更多
关键词 neurodegenerative diseases neurodegenerative disorder alpha synuclein pathology parkinsons disease pd parkinsons disease resting tremor neurodegenerative disorderthe BRADYKINESIA
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Human stem cell-based cell replacement therapy for Parkinson’s disease:Enhancing the survival of postmitotic dopamine neuron grafts
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作者 Tae Wan Kim 《Neural Regeneration Research》 2026年第2期689-690,共2页
Parkinson’s disease(PD)is the second most common neurodegenerative disorder.The progressive degeneration of dopamine(DA)producing neurons in the midbrain is the pathological hallmark,which leads to debilitating motor... Parkinson’s disease(PD)is the second most common neurodegenerative disorder.The progressive degeneration of dopamine(DA)producing neurons in the midbrain is the pathological hallmark,which leads to debilitating motor symptoms,including tremors,rigidity,and bradykinesia.Drug treatments,such as levodopa,provide symptomatic relief.However,they do not halt disease progression,and their effectiveness diminishes over time(reviewed in Poewe et al.,2017). 展开更多
关键词 neuronal survival cell replacement therapy dopamine neurons human stem cells bradykinesiadrug treatmentssuch parkinsons disease neurodegenerative disorderthe parkinson s disease pd
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Galectin 3:A new player in the pathogenesis of Parkinson’s disease
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作者 Juan García-Revilla Jose Luis Venero JoséA.Rodríguez-Gómez 《Neural Regeneration Research》 2026年第3期1132-1133,共2页
Different forms of programmed cell death have been described to participate in the degeneration of dopaminergic neurons in Parkinson’s disease(PD).Given the critical role that disturbance of mitochondrial homeostasis... Different forms of programmed cell death have been described to participate in the degeneration of dopaminergic neurons in Parkinson’s disease(PD).Given the critical role that disturbance of mitochondrial homeostasis plays in the pathogenesis of PD,apoptosis can be reasonably considered as one of the cell death pathways involved in neuronal loss(Schon and Przedborski,2011).Multiple lines of evidence support that proposal such as the observations in postmortem human brain samples of PD patients including mitochondrial complex I deficiency,reactive oxygen species generation,and oxidative damage to lipids,proteins,and DNA,among others. 展开更多
关键词 disturbance mitochondrial homeostasis Mitochondrial homeostasis parkinson s disease pd given Apoptosis GALECTIN parkinsons disease programmed cell death cell death pathways
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ABCA5 lipid transporter is associated with a reduced risk of Parkinson’s disease
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作者 Jasmin Galper Nicolas Dzamko Woojin Scott Kim 《Neural Regeneration Research》 2026年第2期669-670,共2页
A key pathological feature of Parkinson’s disease(PD)is that lysosomes are overwhelmed with cellular materials that need to be degraded and cleared.While the build-up of protein is characteristic of neurodegenerative... A key pathological feature of Parkinson’s disease(PD)is that lysosomes are overwhelmed with cellular materials that need to be degraded and cleared.While the build-up of protein is characteristic of neurodegenerative diseases such as PD and Alzheimer’s disease(AD)and is thought to reflect lysosome dysfunction,lipid accumulation may also contribute to and be indicative of severe lysosomal dysfunction.Much is known about the detrimental effects of glucosylceramide accumulation in PD lysosomes. 展开更多
关键词 neurodegenerative diseases lipid transporter abca LYSOSOME protein build up Alzheimers disease cellular materials parkinsons disease
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Adenosine:A key player in neuroinflammation
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作者 Qilin Guo Rhea Seth Wenhui Huang 《Neural Regeneration Research》 2026年第4期1556-1557,共2页
Neuroinflammation,the inflammatory response of the central nervous system(CNS),is a common feature of many neurological disorders such as sepsis-associated encephalopathy(SAE),multiple sclerosis(MS),and Parkinson'... Neuroinflammation,the inflammatory response of the central nervous system(CNS),is a common feature of many neurological disorders such as sepsis-associated encephalopathy(SAE),multiple sclerosis(MS),and Parkinson's disease(PD).Prior studies identified cytokines(e.g.,tumor necrosis factor[TNF],interleukin[IL]-1,and IL-6)delivered by resident glial cells and brain-invading peripheral immune cells as the major contributor to neuroinflammation(Becher et al.,2017).In addition to pro-inflammatory cytokines,elevated levels of extracellular purine molecules such as adenosine triphosphate(ATP)and adenosine can be detected upon any pathological insults(e.g.,injury,ischemia,and hypoxia),contributing to the progression of neurological disorders(Borea et al.,2017). 展开更多
关键词 ADENOSINE sepsis associated encephalopathy central nervous system cns NEUROINFLAMMATION cerebral inflammation neurological disorders inflammatory response parkinsons disease pd prior
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Potential impact of parasites in the transmission of chronic wasting disease
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作者 Paulina Soto Rodrigo Morales 《Neural Regeneration Research》 2026年第5期1999-2000,共2页
Chronic wasting disease—a prion disease affecting cervids:Many neurological conditions,including Alzheimer's and Parkinson's diseases,amyotrophic lateral sclerosis,frontotemporal dementias,among others,are ca... Chronic wasting disease—a prion disease affecting cervids:Many neurological conditions,including Alzheimer's and Parkinson's diseases,amyotrophic lateral sclerosis,frontotemporal dementias,among others,are caused by the accumulation of misfolded proteins in the brain.These diseases affect not only humans,but also animals. 展开更多
关键词 prion disease CERVIDS misfolded proteins parasites chronic wasting disease parkinsons diseasesamyotrophic lateral sclerosisfrontotemporal neurological conditions
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Amyloid degradation mechanisms and potential synergistic effects
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作者 Maksim I.Sulatsky Olesya V.Stepanenko +1 位作者 Olga V.Stepanenko Anna I.Sulatskaya 《Neural Regeneration Research》 2026年第5期1981-1982,共2页
Currently,our understanding of the pathogenesis of major neurodegenerative disorders,such as Alzheimer's,Parkinson's,and Huntington's diseases,is largely shaped by the amyloid cascade hypothesis.Pa rticula... Currently,our understanding of the pathogenesis of major neurodegenerative disorders,such as Alzheimer's,Parkinson's,and Huntington's diseases,is largely shaped by the amyloid cascade hypothesis.Pa rticularly,this hypothesis posits that in Alzheimer's disease,the aggregation of amyloid-beta peptide initiates a series of pathological processes leading to neuronal dysfunction and death(Zhang et al.,2024). 展开更多
关键词 amyloid cascade hypothesispa amyloid cascade hypothesis neuronal dysfunction Alzheimers disease neurodegenerative disorders parkinsons disease amyloid beta peptide Huntingtons disease
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Functional central nervous system regeneration:Challenges from axons to circuits
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作者 Apolline Delaunay Mickael Le Boulc’h +1 位作者 Stephane Belin Homaira Nawabi 《Neural Regeneration Research》 2026年第5期1983-1984,共2页
The mature central nervous system(CNS,composed of the brain,spinal cord,olfactory and optic nerves)is unable to regenerate spontaneously after an insult,both in the cases of neurodegenerative diseases(for example Alzh... The mature central nervous system(CNS,composed of the brain,spinal cord,olfactory and optic nerves)is unable to regenerate spontaneously after an insult,both in the cases of neurodegenerative diseases(for example Alzheimer's or Parkinson's disease)or traumatic injuries(such as spinal cord lesions).In the last 20 years,the field has made significant progress in unlocking axon regrowth. 展开更多
关键词 parkinsons disease unlocking axon regrowth neurodegenerative diseases central nervous system cnscomposed functional regeneration axon regrowth spinal cord lesions central nervous system
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Novel roles of DNA glycosylases in neurodegenerative diseases and aging
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作者 Vinod Tiwari Fivos Borbolis +2 位作者 Deborah L.Croteau Konstantinos Palikaras Vilhelm A.Bohr 《Neural Regeneration Research》 2026年第5期1991-1992,共2页
N umerous neurological disorders negatively impact the nervous system,either through loss of neurons or by disrupting the normal functioning of neural networks.These impairments manifest as cognitive defects,memory lo... N umerous neurological disorders negatively impact the nervous system,either through loss of neurons or by disrupting the normal functioning of neural networks.These impairments manifest as cognitive defects,memory loss,behavioral abnormalities,and motor dysfunctions.Decades of research have significantly advanced our understanding of the pathophysiology underlying neurodegene rative diseases,including Alzheimer's disease(AD),Parkinson's disease,amyotrophic lateral sclerosis,and others. 展开更多
关键词 alzheimers disease ad parkinsons diseaseamyotrophic lateral sclerosisand cognitive defects neurological disorders cognitive defectsmemory neurodegenerative diseases neurodegene rative diseasesincluding DNA glycosylases motor dysfunctionsdecades
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Short-chain fatty acids mediate enteric and central nervous system homeostasis in Parkinson’s disease:Innovative therapies and their translation 被引量:1
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作者 Shimin Pang Zhili Ren +1 位作者 Hui Ding Piu Chan 《Neural Regeneration Research》 2026年第3期938-956,共19页
Short-chain fatty acids,metabolites produced by the fermentation of dietary fiber by gut microbiota,have garnered significant attention due to their correlation with neurodegenerative diseases,particularly Parkinson’... Short-chain fatty acids,metabolites produced by the fermentation of dietary fiber by gut microbiota,have garnered significant attention due to their correlation with neurodegenerative diseases,particularly Parkinson’s disease.In this review,we summarize the changes in short-chain fatty acid levels and the abundance of short-chain fatty acid-producing bacteria in various samples from patients with Parkinson’s disease,highlighting the critical role of gut homeostasis imbalance in the pathogenesis and progression of the disease.Focusing on the nervous system,we discuss the molecular mechanisms by which short-chain fatty acids influence the homeostasis of both the enteric nervous system and the central nervous system.We identify key processes,including the activation of G protein-coupled receptors and the inhibition of histone deacetylases by short-chain fatty acids.Importantly,structural or functional disruptions in the enteric nervous system mediated by these fatty acids may lead to abnormalα-synuclein expression and gastrointestinal dysmotility,which could serve as an initiating event in Parkinson’s disease.Furthermore,we propose that short-chain fatty acids help establish communication between the enteric nervous system and the central nervous system via the vagal nerve,immune circulation,and endocrine signaling.This communication may shed light on their potential role in the transmission ofα-synuclein from the gut to the brain.Finally,we elucidate novel treatment strategies for Parkinson’s disease that target short-chain fatty acids and examine the challenges associated with translating short-chain fatty acid-based therapies into clinical practice.In conclusion,this review emphasizes the pivotal role of short-chain fatty acids in regulating gut-brain axis integrity and their significance in the pathogenesis of Parkinson’s disease from the perspective of the nervous system.Moreover,it highlights the potential value of short-chain fatty acids in early intervention for Parkinson’s disease.Future research into the molecular mechanisms of short-chain fatty acids and their synergistic interactions with other gut metabolites is likely to advance the clinical translation of innovative short-chain fatty acid-based therapies for Parkinson’s disease. 展开更多
关键词 ALPHA-SYNUCLEIN blood-brain barrier blood circulation central nervous system ENDOCRINE enteric nervous system glial cell gut-brain axis gut microbiota intestinal barrier neuron Parkinson’s disease short chain fatty acids vagus nerve
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Association between anxiety,depression,and fatigue in elderly patients with Parkinson’s disease
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作者 Meng-Na Yang Xiao-Yu Peng Ye-Ping Chen 《World Journal of Psychiatry》 2026年第1期233-243,共11页
BACKGROUND Parkinson’s disease(PD)is a common neurodegenerative disorder in the elderly population.Non-motor symptoms such as anxiety and depression are often subtle,hindering early detection and intervention,yet the... BACKGROUND Parkinson’s disease(PD)is a common neurodegenerative disorder in the elderly population.Non-motor symptoms such as anxiety and depression are often subtle,hindering early detection and intervention,yet they markedly affect quality of life and clinical outcomes.AIM To investigate the prevalence of anxiety and depression in elderly PD patients,identify associated risk factors,and assess their relationship with fatigue severity.METHODS A cross-sectional analysis was conducted in 123 elderly PD patients treated at The Second Rehabilitation Hospital of Shanghai between January 2023 and December 2024.Demographic and clinical data were obtained using standardized questionnaires.Anxiety,depression,and fatigue were assessed using the Beck Anxiety Inventory(BAI),Geriatric Depression Scale(GDS),and Fatigue Scale-14(FS-14),respectively.Binary logistic regression identified risk factors for anxiety and depression,whereas Spearman’s correlation assessed associations with fatigue.RESULTS Anxiety and depression prevalence rates were 64.2%(mean BAI score:19.59±10.92)and 56.1%(mean GDS score:12.82±6.37),respectively.The mean FS-14 total score was 9.46±1.89,comprising physical(5.77±1.51)and mental(3.69±1.20)fatigue components.Significant positive correlations were observed between fatigue scores(total,physical,and mental)and both anxiety and depression(all P<0.05).Univariate analysis revealed statistically significant associations between anxiety/depression and monthly income,disease duration,and disease severity(all P<0.05).Multivariate logistic regression indicated higher anxiety risk in patients with lower monthly income,prolonged disease duration,advanced disease severity,or multimorbidity.Depression risk was elevated in patients with lower monthly income and severe disease,whereas longer disease duration unexpectedly served as a protective factor.CONCLUSION Elderly PD patients show high rates of anxiety and depression,both of which are significantly correlated with fatigue severity.These findings highlight the importance of psychological monitoring and targeted mental health interventions in PD management among the elderly. 展开更多
关键词 Parkinson’s disease ANXIETY DEPRESSION ELDERLY Fatigue severity Psychological status
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Neuroprotective effects of Boswellia extract in animal models of ischemic stroke,Parkinson's disease,and Alzheimer's disease:a systematic review and meta-analysis
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作者 Meng-Ye Zhang Yu-Cheng Liao +7 位作者 Shan Liang Ji-Ping Yu Qian Meng Yi-Wen Wang Xing-F ang Zhang Wei Quan Ya-Jun Shi Yi Ding 《Traditional Medicine Research》 2026年第2期56-68,共13页
Background:Neurological disorders(NDs),including ischemic stroke(IS),Parkinson’s disease(PD),and Alzheimer’s disease(AD),are major contributors to global morbidity and mortality.Boswellia extract has demonstrated ne... Background:Neurological disorders(NDs),including ischemic stroke(IS),Parkinson’s disease(PD),and Alzheimer’s disease(AD),are major contributors to global morbidity and mortality.Boswellia extract has demonstrated neuroprotective properties,yet a comprehensive systematic review assessing its efficacy remains absent.This study aims to evaluate the efficacy of Boswellia extract in treating NDs,with a particular focus on its effects in AD and its potential for long-term neurorestoration,thereby supporting further investigation into Boswellia’s therapeutic role in ND management.Methods:A systematic literature search was performed in PubMed,Web of Science,ScienceDirect,and Google Scholar for English-language studies published up to March 2024.Eighteen studies met the inclusion criteria and were included in the meta-analysis.The study protocol was registered on PROSPERO(CRD42024524386).Eligible studies involved rodent models of IS,PD,or AD with post-operative interventions using Boswellia extract.Data extraction focused on mechanisms of action,dosages,treatment durations,and therapeutic outcomes.Studies were excluded if they involved non-ND models,combined treatments,or had incomplete data.Two researchers independently conducted literature screening and data extraction.Statistical analyses were conducted using Stata(version 17)and RevMan(version 5.4),employing fixed or random-effects models based on heterogeneity assessments.Result s:Boswellia extract significantly improved the mean effect size for NDs(ES=1.28,95%CI(1.05,1.51),P<0.001).Specifically,it reduced cerebral infarct volume in IS(SMD=−2.87,95%CI(−3.42,−2.32))and enhanced behavioral outcomes in AD(SMD=3.26,95%CI(2.07,5.14))and PD(SMD=5.37,95%CI(3.93,6.80)).Subgroup analyses revealed that Boswellia extract exhibited superior efficacy in AD when administered orally and via intra-cerebroventricular injection.Long-term treatment with Boswellia extract suggested potential neurorestorative effects.Additionally,Boswellia extract was more effective than its monomeric constituents,highlighting its promising role in ND treatment.Conclusion:Boswellia extract demonstrates significant neuroprotective effects across various NDs,particularly in AD and in promoting long-term neurorestoration.These findings support the need for further research into Boswellia’s potential as a therapeutic agent in the management of neurological disorders. 展开更多
关键词 Boswellic acid Boswellia extract ischemic stroke Parkinson’s disease Alzheimer’s disease META-ANALYSIS
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Is age-related myelinodegenerative change an initial risk factor of neurodegenerative diseases?
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作者 Shuangchan Wu Jun Chen 《Neural Regeneration Research》 2026年第2期648-658,共11页
Myelination,the continuous ensheathment of neuronal axons,is a lifelong process in the nervous system that is essential for the precise,temporospatial conduction of action potentials between neurons.Myelin also provid... Myelination,the continuous ensheathment of neuronal axons,is a lifelong process in the nervous system that is essential for the precise,temporospatial conduction of action potentials between neurons.Myelin also provides intercellular metabolic support to axons.Even minor disruptions in the integrity of myelin can impair neural performance and increase susceptibility to neurological diseases.In fact,myelin degeneration is a well-known neuropathological condition that is associated with normal aging and several neurodegenerative diseases,including multiple sclerosis and Alzheimer’s disease.In the central nervous system,compact myelin sheaths are formed by fully mature oligodendrocytes.However,the entire oligodendrocyte lineage is susceptible to changes in the biological microenvironment and other risk factors that arise as the brain ages.In addition to their well-known role in action potential propagation,oligodendrocytes also provide intercellular metabolic support to axons by transferring energy metabolites and delivering exosomes.Therefore,myelin degeneration in the aging central nervous system is a significant contributor to the development of neurodegenerative diseases.Interventions that mitigate age-related myelin degeneration can improve neurological function in aging individuals.In this review,we investigate the changes in myelin that are associated with aging and their underlying mechanisms.We also discuss recent advances in understanding how myelin degeneration in the aging brain contributes to neurodegenerative diseases and explore the factors that can prevent,slow down,or even reverse age-related myelin degeneration.Future research will enhance our understanding of how reducing age-related myelin degeneration can be used as a therapeutic target for delaying or preventing neurodegenerative diseases. 展开更多
关键词 aging Alzheimer’s disease multiple sclerosis MYELIN myelin-axon metabolite crosstalk myelinodegeneration neurodegenerative disease OLIGODENDROCYTE Parkinson’s disease white matter
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Emerging role of microglia in the developing dopaminergic system:Perturbation by early life stress
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作者 Kaijie She Naijun Yuan +4 位作者 Minyi Huang Wenjun Zhu Manshi Tang Qingyu Ma Jiaxu Chen 《Neural Regeneration Research》 2026年第1期126-140,共15页
Early life stress correlates with a higher prevalence of neurological disorders,including autism,attention-deficit/hyperactivity disorder,schizophrenia,depression,and Parkinson's disease.These conditions,primarily... Early life stress correlates with a higher prevalence of neurological disorders,including autism,attention-deficit/hyperactivity disorder,schizophrenia,depression,and Parkinson's disease.These conditions,primarily involving abnormal development and damage of the dopaminergic system,pose significant public health challenges.Microglia,as the primary immune cells in the brain,are crucial in regulating neuronal circuit development and survival.From the embryonic stage to adulthood,microglia exhibit stage-specific gene expression profiles,transcriptome characteristics,and functional phenotypes,enhancing the susceptibility to early life stress.However,the role of microglia in mediating dopaminergic system disorders under early life stress conditions remains poorly understood.This review presents an up-to-date overview of preclinical studies elucidating the impact of early life stress on microglia,leading to dopaminergic system disorders,along with the underlying mechanisms and therapeutic potential for neurodegenerative and neurodevelopmental conditions.Impaired microglial activity damages dopaminergic neurons by diminishing neurotrophic support(e.g.,insulin-like growth factor-1)and hinders dopaminergic axon growth through defective phagocytosis and synaptic pruning.Furthermore,blunted microglial immunoreactivity suppresses striatal dopaminergic circuit development and reduces neuronal transmission.Furthermore,inflammation and oxidative stress induced by activated microglia can directly damage dopaminergic neurons,inhibiting dopamine synthesis,reuptake,and receptor activity.Enhanced microglial phagocytosis inhibits dopamine axon extension.These long-lasting effects of microglial perturbations may be driven by early life stress–induced epigenetic reprogramming of microglia.Indirectly,early life stress may influence microglial function through various pathways,such as astrocytic activation,the hypothalamic–pituitary–adrenal axis,the gut–brain axis,and maternal immune signaling.Finally,various therapeutic strategies and molecular mechanisms for targeting microglia to restore the dopaminergic system were summarized and discussed.These strategies include classical antidepressants and antipsychotics,antibiotics and anti-inflammatory agents,and herbal-derived medicine.Further investigations combining pharmacological interventions and genetic strategies are essential to elucidate the causal role of microglial phenotypic and functional perturbations in the dopaminergic system disrupted by early life stress. 展开更多
关键词 Chinese herbal drugs dopamine early life stress epigenetics gut-brain axis hypothalamo–pituitary–adrenal axis innate immune memory MICROGLIA neuroinflammation Parkinson disease PHAGOCYTOSIS REWARD
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A Convolutional Neural Network-Based Deep Support Vector Machine for Parkinson’s Disease Detection with Small-Scale and Imbalanced Datasets
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作者 Kwok Tai Chui Varsha Arya +2 位作者 Brij B.Gupta Miguel Torres-Ruiz Razaz Waheeb Attar 《Computers, Materials & Continua》 2026年第1期1410-1432,共23页
Parkinson’s disease(PD)is a debilitating neurological disorder affecting over 10 million people worldwide.PD classification models using voice signals as input are common in the literature.It is believed that using d... Parkinson’s disease(PD)is a debilitating neurological disorder affecting over 10 million people worldwide.PD classification models using voice signals as input are common in the literature.It is believed that using deep learning algorithms further enhances performance;nevertheless,it is challenging due to the nature of small-scale and imbalanced PD datasets.This paper proposed a convolutional neural network-based deep support vector machine(CNN-DSVM)to automate the feature extraction process using CNN and extend the conventional SVM to a DSVM for better classification performance in small-scale PD datasets.A customized kernel function reduces the impact of biased classification towards the majority class(healthy candidates in our consideration).An improved generative adversarial network(IGAN)was designed to generate additional training data to enhance the model’s performance.For performance evaluation,the proposed algorithm achieves a sensitivity of 97.6%and a specificity of 97.3%.The performance comparison is evaluated from five perspectives,including comparisons with different data generation algorithms,feature extraction techniques,kernel functions,and existing works.Results reveal the effectiveness of the IGAN algorithm,which improves the sensitivity and specificity by 4.05%–4.72%and 4.96%–5.86%,respectively;and the effectiveness of the CNN-DSVM algorithm,which improves the sensitivity by 1.24%–57.4%and specificity by 1.04%–163%and reduces biased detection towards the majority class.The ablation experiments confirm the effectiveness of individual components.Two future research directions have also been suggested. 展开更多
关键词 Convolutional neural network data generation deep support vector machine feature extraction generative artificial intelligence imbalanced dataset medical diagnosis Parkinson’s disease small-scale dataset
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Chemical exchange saturation transfer MRI for neurodegenerative diseases:An update on clinical and preclinical studies
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作者 Ahelijiang Saiyisan Shihao Zeng +4 位作者 Huabin Zhang Ziyan Wang Jiawen Wang Pei Cai Jianpan Huang 《Neural Regeneration Research》 2026年第2期553-568,共16页
Chemical exchange saturation transfer magnetic resonance imaging is an advanced imaging technique that enables the detection of compounds at low concentrations with high sensitivity and spatial resolution and has been... Chemical exchange saturation transfer magnetic resonance imaging is an advanced imaging technique that enables the detection of compounds at low concentrations with high sensitivity and spatial resolution and has been extensively studied for diagnosing malignancy and stroke.In recent years,the emerging exploration of chemical exchange saturation transfer magnetic resonance imaging for detecting pathological changes in neurodegenerative diseases has opened up new possibilities for early detection and repetitive scans without ionizing radiation.This review serves as an overview of chemical exchange saturation transfer magnetic resonance imaging with detailed information on contrast mechanisms and processing methods and summarizes recent developments in both clinical and preclinical studies of chemical exchange saturation transfer magnetic resonance imaging for Alzheimer’s disease,Parkinson’s disease,multiple sclerosis,and Huntington’s disease.A comprehensive literature search was conducted using databases such as PubMed and Google Scholar,focusing on peer-reviewed articles from the past 15 years relevant to clinical and preclinical applications.The findings suggest that chemical exchange saturation transfer magnetic resonance imaging has the potential to detect molecular changes and altered metabolism,which may aid in early diagnosis and assessment of the severity of neurodegenerative diseases.Although promising results have been observed in selected clinical and preclinical trials,further validations are needed to evaluate their clinical value.When combined with other imaging modalities and advanced analytical methods,chemical exchange saturation transfer magnetic resonance imaging shows potential as an in vivo biomarker,enhancing the understanding of neuropathological mechanisms in neurodegenerative diseases. 展开更多
关键词 Alzheimer’s disease chemical exchange saturation transfer Huntington’s disease magnetic resonance imaging molecular imaging multiple sclerosis neurodegenerative disease Parkinson’s disease
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Exosomes in neurodegenerative diseases:Therapeutic potential and modification methods
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作者 Hongli Chen Na Li +7 位作者 Yuanhao Cai Chunyan Ma Yutong Ye Xinyu Shi Jun Guo Zhibo Han Yi Liu Xunbin Wei 《Neural Regeneration Research》 2026年第2期478-490,共13页
In recent years,exosomes have garnered extensive attention as therapeutic agents and early diagnostic markers in neurodegenerative disease research.Exosomes are small and can effectively cross the blood-brain barrier,... In recent years,exosomes have garnered extensive attention as therapeutic agents and early diagnostic markers in neurodegenerative disease research.Exosomes are small and can effectively cross the blood-brain barrier,allowing them to target deep brain lesions.Recent studies have demonstrated that exosomes derived from different cell types may exert therapeutic effects by regulating the expression of various inflammatory cytokines,mRNAs,and disease-related proteins,thereby halting the progression of neurodegenerative diseases and exhibiting beneficial effects.However,exosomes are composed of lipid bilayer membranes and lack the ability to recognize specific target cells.This limitation can lead to side effects and toxicity when they interact with non-specific cells.Growing evidence suggests that surface-modified exosomes have enhanced targeting capabilities and can be used as targeted drug-delivery vehicles that show promising results in the treatment of neurodegenerative diseases.In this review,we provide an up-to-date overview of existing research aimed at devising approaches to modify exosomes and elucidating their therapeutic potential in neurodegenerative diseases.Our findings indicate that exosomes can efficiently cross the blood-brain barrier to facilitate drug delivery and can also serve as early diagnostic markers for neurodegenerative diseases.We introduce the strategies being used to enhance exosome targeting,including genetic engineering,chemical modifications(both covalent,such as click chemistry and metabolic engineering,and non-covalent,such as polyvalent electrostatic and hydrophobic interactions,ligand-receptor binding,aptamer-based modifications,and the incorporation of CP05-anchored peptides),and nanomaterial modifications.Research into these strategies has confirmed that exosomes have significant therapeutic potential for neurodegenerative diseases.However,several challenges remain in the clinical application of exosomes.Improvements are needed in preparation,characterization,and optimization methods,as well as in reducing the adverse reactions associated with their use.Additionally,the range of applications and the safety of exosomes require further research and evaluation. 展开更多
关键词 Alzheimer’s disease cell recognition central nervous system diseases enhanced targeting exosome modification exosome targeting neurodegenerative disease Parkinson’s disease stem cell exosomes stem cell therapy
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Potential common pathogenesis of several neurodegenerative diseases
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作者 Ting Fan Jiaman Peng +3 位作者 Huiting Liang Wenzhi Chen Junlin Wang Renshi Xu 《Neural Regeneration Research》 2026年第3期972-988,共17页
With the gradual advancement of research methods and technologies,various biological processes have been identified as playing roles in the pathogenesis of neurodegenerative diseases.However,current descriptions of th... With the gradual advancement of research methods and technologies,various biological processes have been identified as playing roles in the pathogenesis of neurodegenerative diseases.However,current descriptions of these biological processes do not fully explain the onset,progression,and development of these conditions.Therefore,exploration of the pathogenesis of neurodegenerative diseases remains a valuable area of research.This review summarizes the potential common pathogeneses of Alzheimer’s disease,Parkinson’s disease,amyotrophic lateral sclerosis,Huntington’s disease,frontotemporal lobar dementia,and Lewy body disease.Research findings have indicated that several common biological processes,including aging,genetic factors,progressive neuronal dysfunction,neuronal death and apoptosis,protein misfolding and aggregation,neuroinflammation,mitochondrial dysfunction,axonal transport defects,and gut microbiota dysbiosis,are involved in the pathogenesis of these six neurodegenerative diseases.Based on current information derived from diverse areas of research,these biological processes may form complex pathogenic networks that lead to distinctive types of neuronal death in neurodegenerative diseases.Furthermore,promoting the regeneration of damaged neurons may be achievable through the repair of affected neural cells if the underlying pathogenesis can be prevented or reversed.Hence,these potential common biological processes may represent only very small,limited elements within numerous intricate pathogenic networks associated with neurodegenerative diseases.In clinical treatment,interfering with any single biological process has proven insufficient to completely halt the progression of neurodegenerative diseases.Therefore,future research on the pathogenesis of neurodegenerative diseases should focus on uncovering the complex pathogenic networks,rather than isolating individual biological processes.Based on this,therapies that aim to block or reverse various targets involved in the potential pathogenic mechanisms of neurodegenerative diseases may be promising directions,as current treatment methods that focus on halting a single pathogenic factor have not achieved satisfactory efficacy. 展开更多
关键词 aging Alzheimer’s disease amyotrophic lateral sclerosis frontotemporal lobar dementia genetics Huntington’s disease Lewy body disease Parkinson’s disease progressive neuron dysfunction and death protein misfolding
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