Objective:To evaluate alterations in dopaminergic neurons, cortical metabolism, and functional connectivity networks in patients with early-onset Parkinson′s disease (EOPD) using multimodal neuroimaging.Methods:In this prospective cross-sectional study, 26 patients with EOPD and 16 healthy controls (HC group) were recruited from the PLA General Hospital between April and November 2023. All participants underwent integrated 11C-β-CFT PET/MR, 18F-FDG PET/CT brain imaging and resting-state functional MRI. Clinical assessments were conducted using the Unified Parkinson′s Disease Rating Scale and Hoehn-Yahr staging. Cognitive status was evaluated using the Mini-Mental State Examination and Montreal Cognitive Assessment. Standardized uptake value ratios for both 11C-β-CFT and 18F-FDG PET images were calculated using cerebellar gray matter as the reference region. Voxel-wise two-sample t-tests were performed to identify regions with significant group differences in tracer uptake. Seed regions showing altered 11C-β-CFT or 18F-FDG uptake were used to compute seed-based functional connectivity (FC) with all other brain voxels, and group differences in FC were assessed. Correlations between imaging metrics and clinical scales were evaluated using Pearson or Spearman analyses as appropriate. Results:Compared with HC group, EOPD group showed significantly reduced 11C-β-CFT uptake in the bilateral putamen, globus pallidus, and left temporal pole ( P<0.05), and decreased 18F-FDG uptake in the right superior frontal gyrus and anterior cingulate cortex ( P<0.05). Relative to HC group, EOPD group exhibited markedly lower FC between the right putamen and the left gyrus rectus as well as the right parahippocampal gyrus; the right superior frontal gyrus and the left gyrus rectus; the anterior cingulate cortex and the olfactory area of the frontal lobe, the left gyrus rectus, and the right superior parietal gyrus; the left temporal pole and the left orbitofrontal cortex as well as the left olfactory area ( P<0.05). Correlation analyses revealed no statistically significant associations between altered FC values and clinical scale scores in the EOPD group. Conclusions:Patients with EOPD demonstrate impaired nigrostriatal dopaminergic function, regional cortical hypometabolism, and aberrant functional connectivity across multiple brain networks.

Objective To evaluate the baseline characteristics and short-term safety of lecanemab in treatment of Alzheimer's disease(AD)in Chinese patients in a real-world study.Methods A mul-ticenter,retrospective,observational study was conducted on 646 AD patients who were continu-ously recruited and receved of lecanemab therapy in 84 medical centers from June 26,2024 to March 1,2025.Their clinical data,including baseline Mini-mental state examination(MMSE)score and clinical dementia rating(CDR)score before and after treatment,were collected,and the CDR-global score(CDR-GS)and CDR-sum of box score were calculated.The incidences of infu-sion-related reactions(IRR)and amyloid-related imaging abnormalities(ARIA),including ARIA with edema and effusion(ARIA-E)and ARIA with hemosiderin deposit(ARIA-H)within 3 months of treatment were observed and recorded.Apolipoprotein E(ApoE)genetic test was per-formed on 454 patients.Baseline characteristics and short-term safety of the patients were ana-lyzed.Results There were 301 patients(46.59％)having a baseline CDR-GS score of 0.5 and 345(53.41％)patients had a CDR score of 1.In the 454 patients receiving genetic test,the ApoEε4 carriers accounted for 31.27％(202 cases),including 17 cases of ApoEε4 homozygous carriers(8.42％).The incidence of IRR was 4.95％(32/646),which mainly occurred during the first infu-sion(90.63％,29/32),and there were 96.88％(31/32)of mild and 3.13％(1/32)of moderate IRR,with main manifestations of fever,dizziness,vomiting,etc.Sixteen patients(2.48％)experienced ARIA,including 5(31.25％)ARIA-E,10(62.50％)ARIA-H,and 1(6.25％)ARIA-E and ARIA-H.For the 5 patients with ARIA-E,2 were symptomatic,and in terms of radiographic severity,3 cases were mild and 2 cases were moderate ARIA-E.In the 10 patients with ARIA-H,all of them had no clinical symptoms,and in terms of radiographic severity,6 had mild and 4 had moderate ARIA-H.Among the 17 ApoEε4 homozygous patients,only one patient(5.88％)experi-enced ARIA-H with a moderate radiographic severity.Multivariate analysis showed that age in-creased the trend of ARIA risk,but no statistical difference was observed(P=0.056).Conclusion In this real-world study in China,AD patients receiving lecanemab treatment have the characteris-tics of being younger in age but higher disease severity.Short-term follow-up data suggest that lecanemab has good safety.

Objective:To develop a comprehensive training curriculum to enhance the effective implementation of the national initiative promoting dementia care and prevention.Methods:The Delphi method was utilized in an expert consultation that included 44 participants.The initial draft of the training curriculum was developed based on the current state of dementia care and prevention.This draft was subsequently evaluated for its importance, feasibility, and ease of dissemination.Experts offered targeted modifications and additional recommendations.Results:The recovery rate of the expert consultation questionnaire was 95.5%, with a recovery validity rate of 90.9%.The expert authority coefficient was 0.91, and the Kendall's coordination coefficient( W)for expert scoring was 0.316, with a significance level of P<0.001.Four course modules were ultimately identified: the foundation of memory clinic work, the complete management practice skills, group counseling techniques for caregivers, and practical skills for caregivers.The importance of these modules was rated with a mean of 4.92 to 4.95, and the coefficient of variation ranged from 0.044 to 0.063.Each module had a mean value of 4.92 to 4.95, with a coefficient of variation of 0.044 to 0.063; the mean value for practicality was between 4.78 and 4.92, with a coefficient of variation of 0.055 to 0.098; and the mean value for ease of generalization ranged from 4.28 to 4.65, with a coefficient of variation from 0.140 to 0.203.The four modules comprised a total of 55 specific course content items, with the mean value for each item ranging from 4.76 to 5.00 and a coefficient of variation from 0.000 to 0.121.The mean value of usefulness assigned to each entry ranged from 4.55 to 4.98, with a coefficient of variation from 0.031 to 0.150.Additionally, the mean value for ease of propagation assigned to each entry ranged from 4.00 to 4.83, with a coefficient of variation from 0.091 to 0.245. Conclusions:The developed training curriculum, which comprises four course modules and 55 items, demonstrated consistently high levels of importance, practicality, and ease of dissemination.These findings indicate that the curriculum is well-aligned with national initiatives aimed at enhancing dementia care and prevention.

Objective To explore the main clinical manifestations and radiological characteristics and examination methods of dementia in the elderly in order to provide a basis for optimizing clin-ical practice.Methods A retrospective study was conducted on 275 patients(92.7％male)who were hospitalized in the Department of Geriatric Neurology and attended the Cognitive Disorders Clinic of the Department of Neurology in Chinese PLA General Hospital from May 2002 to Au-gust 2012.According to the results of diagnosis,they were divided into AD group(131 cases),VD group(44 cases),mild cognitive impairment(MCI)group(20 cases),cognitively normal group(36 cases),and other cognitive impairment(OCI)group(44 cases).The general information,diag-noses of dementia and related cognitive disorder,main comorbidities,main clinical manifestations,and radiological characteristics and examination methods were obtained through electronic medi-cal record retrieval.Results The prevalence of cerebrovascular diseases(30.5％,100.0％,50.0％,22.7％vs 5.6％,P＜0.05)and other related diseases(22.1％,27.3％,15.0％,45.5％vs 8.3％,P＜0.05)were significantly higher in the AD,VD,MCI and OCI groups than the cognitively normal group.The OCI group had more common psycho-behavioral manifestations and extrapyramidal and motor manifestations than the cognitively normal group(P＜0.05,P＜0.01).In the OCI group,the prevalence of psycho-behavioral manifestations was significantly higher than that of the AD,VD,and MCI groups,and the prevalence of extrapyramidal and motor manifestations was obviously higher than that of the AD group(P＜0.05,P＜0.01).The AD group had notably lower prevalence of extrapyramidal manifestations than the VD and MCI groups(P＜0.05).Among the 61 patients(22.0％)receiving CT scanning and 66 patients(24.0％)undergoing magnetic SWI,the positive rate of cerebral microhaemorrhage on SWI in the VD group was remarkably higher than that of the AD group(64.3％vs 30.0％,P＜0.05).Conclusion Significant differences are observed in the main clinical manifestations,radiological characteristics,and examination methods among different types of elderly dementia patients.Our study provides support for the selection and optimization of radiological examinations based on clinical needs.

Objective To explore the main clinical manifestations and radiological characteristics and examination methods of dementia in the elderly in order to provide a basis for optimizing clin-ical practice.Methods A retrospective study was conducted on 275 patients(92.7％male)who were hospitalized in the Department of Geriatric Neurology and attended the Cognitive Disorders Clinic of the Department of Neurology in Chinese PLA General Hospital from May 2002 to Au-gust 2012.According to the results of diagnosis,they were divided into AD group(131 cases),VD group(44 cases),mild cognitive impairment(MCI)group(20 cases),cognitively normal group(36 cases),and other cognitive impairment(OCI)group(44 cases).The general information,diag-noses of dementia and related cognitive disorder,main comorbidities,main clinical manifestations,and radiological characteristics and examination methods were obtained through electronic medi-cal record retrieval.Results The prevalence of cerebrovascular diseases(30.5％,100.0％,50.0％,22.7％vs 5.6％,P＜0.05)and other related diseases(22.1％,27.3％,15.0％,45.5％vs 8.3％,P＜0.05)were significantly higher in the AD,VD,MCI and OCI groups than the cognitively normal group.The OCI group had more common psycho-behavioral manifestations and extrapyramidal and motor manifestations than the cognitively normal group(P＜0.05,P＜0.01).In the OCI group,the prevalence of psycho-behavioral manifestations was significantly higher than that of the AD,VD,and MCI groups,and the prevalence of extrapyramidal and motor manifestations was obviously higher than that of the AD group(P＜0.05,P＜0.01).The AD group had notably lower prevalence of extrapyramidal manifestations than the VD and MCI groups(P＜0.05).Among the 61 patients(22.0％)receiving CT scanning and 66 patients(24.0％)undergoing magnetic SWI,the positive rate of cerebral microhaemorrhage on SWI in the VD group was remarkably higher than that of the AD group(64.3％vs 30.0％,P＜0.05).Conclusion Significant differences are observed in the main clinical manifestations,radiological characteristics,and examination methods among different types of elderly dementia patients.Our study provides support for the selection and optimization of radiological examinations based on clinical needs.

Objective To construct a risk prediction model for post-stroke dysphagia(PSD)based on clinical and laboratory indicators of elderly stroke patients with explainable machine learning.Methods A retrospective analysis was conducted on 3994 stroke patients hospitalized in Depart-ment of Neurology of First Medical Center of Chinese PLA General Hospital from October 2010 to December 2021.Among them,the 1390 cases admitted during January 2019 and December 2021 were assigned into an external validation set,and the 2604 cases admitted during October 2010 to January 2019 were into a training group.Those from the training group were further divided into a training set(1823 cases)and an internal validation set(781 cases)in a 7∶3 ratio,and also grouped into a PSD subgroup(773 cases)and a non-PSD group(1831 cases).With occurrence of swallowing difficulties as an endpoint,risk prediction models were constructed using random for-est(RF),eXtreme Gradient Boosting(XGBoost),Support Vector Machine(SVM),and logistic regression.ROC curve analysis was employed to evaluate the performance of our models.After the optimal model was selected,SHAP was employed to interpret feature contributions.Results There were significant differences in muscle strength,right/left-sided stroke,and area of brain in-jury between the PSD and the non-PSD groups(P＜0.01).The PSD group had obviously larger proportions of hypertension,diabetes,and drinking history,increased neutrophil counts,and de-creased levels of potassium and albumin when compared with the non-PSD group(P＜0.05,P＜0.01).Multivariate logistic regression analysis showed that age,drinking history,diabetes,hyper-tension,muscle strength grade,area of brain injury,hemispheric stroke,neutrophil count,and al-bumin and potassium levels were risk factors for PSD(P＜0.05,P＜0.01).The external validation results showed that the area under curve value of the RF model,XGBoost model,SVM model,and our logistic model was 0.883,0.902,0.877,and 0.868,respectively.The distribution of SHAP value showed that drinking history,hypertension and diabetes were positively correlated with PSD risk;Muscle strength was negatively correlated with the risk;Age growth was positively correlated with the risk;Subtentorial lesions showed stronger predictive efficacy than supratentorial lesions and entire lesions;The bilateral and right-sided stroke had higher risk for PSD than the left-sided stroke.Conclusion The model based on the XGBoost model shows best performance in predicting the risk for swallowing disorders in elderly patients after stroke.

Objective To construct a risk prediction model for post-stroke dysphagia(PSD)based on clinical and laboratory indicators of elderly stroke patients with explainable machine learning.Methods A retrospective analysis was conducted on 3994 stroke patients hospitalized in Depart-ment of Neurology of First Medical Center of Chinese PLA General Hospital from October 2010 to December 2021.Among them,the 1390 cases admitted during January 2019 and December 2021 were assigned into an external validation set,and the 2604 cases admitted during October 2010 to January 2019 were into a training group.Those from the training group were further divided into a training set(1823 cases)and an internal validation set(781 cases)in a 7∶3 ratio,and also grouped into a PSD subgroup(773 cases)and a non-PSD group(1831 cases).With occurrence of swallowing difficulties as an endpoint,risk prediction models were constructed using random for-est(RF),eXtreme Gradient Boosting(XGBoost),Support Vector Machine(SVM),and logistic regression.ROC curve analysis was employed to evaluate the performance of our models.After the optimal model was selected,SHAP was employed to interpret feature contributions.Results There were significant differences in muscle strength,right/left-sided stroke,and area of brain in-jury between the PSD and the non-PSD groups(P＜0.01).The PSD group had obviously larger proportions of hypertension,diabetes,and drinking history,increased neutrophil counts,and de-creased levels of potassium and albumin when compared with the non-PSD group(P＜0.05,P＜0.01).Multivariate logistic regression analysis showed that age,drinking history,diabetes,hyper-tension,muscle strength grade,area of brain injury,hemispheric stroke,neutrophil count,and al-bumin and potassium levels were risk factors for PSD(P＜0.05,P＜0.01).The external validation results showed that the area under curve value of the RF model,XGBoost model,SVM model,and our logistic model was 0.883,0.902,0.877,and 0.868,respectively.The distribution of SHAP value showed that drinking history,hypertension and diabetes were positively correlated with PSD risk;Muscle strength was negatively correlated with the risk;Age growth was positively correlated with the risk;Subtentorial lesions showed stronger predictive efficacy than supratentorial lesions and entire lesions;The bilateral and right-sided stroke had higher risk for PSD than the left-sided stroke.Conclusion The model based on the XGBoost model shows best performance in predicting the risk for swallowing disorders in elderly patients after stroke.

Objective:To evaluate alterations in dopaminergic neurons, cortical metabolism, and functional connectivity networks in patients with early-onset Parkinson′s disease (EOPD) using multimodal neuroimaging.Methods:In this prospective cross-sectional study, 26 patients with EOPD and 16 healthy controls (HC group) were recruited from the PLA General Hospital between April and November 2023. All participants underwent integrated 11C-β-CFT PET/MR, 18F-FDG PET/CT brain imaging and resting-state functional MRI. Clinical assessments were conducted using the Unified Parkinson′s Disease Rating Scale and Hoehn-Yahr staging. Cognitive status was evaluated using the Mini-Mental State Examination and Montreal Cognitive Assessment. Standardized uptake value ratios for both 11C-β-CFT and 18F-FDG PET images were calculated using cerebellar gray matter as the reference region. Voxel-wise two-sample t-tests were performed to identify regions with significant group differences in tracer uptake. Seed regions showing altered 11C-β-CFT or 18F-FDG uptake were used to compute seed-based functional connectivity (FC) with all other brain voxels, and group differences in FC were assessed. Correlations between imaging metrics and clinical scales were evaluated using Pearson or Spearman analyses as appropriate. Results:Compared with HC group, EOPD group showed significantly reduced 11C-β-CFT uptake in the bilateral putamen, globus pallidus, and left temporal pole ( P<0.05), and decreased 18F-FDG uptake in the right superior frontal gyrus and anterior cingulate cortex ( P<0.05). Relative to HC group, EOPD group exhibited markedly lower FC between the right putamen and the left gyrus rectus as well as the right parahippocampal gyrus; the right superior frontal gyrus and the left gyrus rectus; the anterior cingulate cortex and the olfactory area of the frontal lobe, the left gyrus rectus, and the right superior parietal gyrus; the left temporal pole and the left orbitofrontal cortex as well as the left olfactory area ( P<0.05). Correlation analyses revealed no statistically significant associations between altered FC values and clinical scale scores in the EOPD group. Conclusions:Patients with EOPD demonstrate impaired nigrostriatal dopaminergic function, regional cortical hypometabolism, and aberrant functional connectivity across multiple brain networks.

Objective To evaluate the baseline characteristics and short-term safety of lecanemab in treatment of Alzheimer's disease(AD)in Chinese patients in a real-world study.Methods A mul-ticenter,retrospective,observational study was conducted on 646 AD patients who were continu-ously recruited and receved of lecanemab therapy in 84 medical centers from June 26,2024 to March 1,2025.Their clinical data,including baseline Mini-mental state examination(MMSE)score and clinical dementia rating(CDR)score before and after treatment,were collected,and the CDR-global score(CDR-GS)and CDR-sum of box score were calculated.The incidences of infu-sion-related reactions(IRR)and amyloid-related imaging abnormalities(ARIA),including ARIA with edema and effusion(ARIA-E)and ARIA with hemosiderin deposit(ARIA-H)within 3 months of treatment were observed and recorded.Apolipoprotein E(ApoE)genetic test was per-formed on 454 patients.Baseline characteristics and short-term safety of the patients were ana-lyzed.Results There were 301 patients(46.59％)having a baseline CDR-GS score of 0.5 and 345(53.41％)patients had a CDR score of 1.In the 454 patients receiving genetic test,the ApoEε4 carriers accounted for 31.27％(202 cases),including 17 cases of ApoEε4 homozygous carriers(8.42％).The incidence of IRR was 4.95％(32/646),which mainly occurred during the first infu-sion(90.63％,29/32),and there were 96.88％(31/32)of mild and 3.13％(1/32)of moderate IRR,with main manifestations of fever,dizziness,vomiting,etc.Sixteen patients(2.48％)experienced ARIA,including 5(31.25％)ARIA-E,10(62.50％)ARIA-H,and 1(6.25％)ARIA-E and ARIA-H.For the 5 patients with ARIA-E,2 were symptomatic,and in terms of radiographic severity,3 cases were mild and 2 cases were moderate ARIA-E.In the 10 patients with ARIA-H,all of them had no clinical symptoms,and in terms of radiographic severity,6 had mild and 4 had moderate ARIA-H.Among the 17 ApoEε4 homozygous patients,only one patient(5.88％)experi-enced ARIA-H with a moderate radiographic severity.Multivariate analysis showed that age in-creased the trend of ARIA risk,but no statistical difference was observed(P=0.056).Conclusion In this real-world study in China,AD patients receiving lecanemab treatment have the characteris-tics of being younger in age but higher disease severity.Short-term follow-up data suggest that lecanemab has good safety.