Pub Date : 2026-02-09DOI: 10.1007/s00415-026-13673-9
Li Lin, Ling Fang, Yu Huang, Qiuxia Luo, Huichang He, Shen Huang, Gang Li, Lianghui Ni, Wei Qiu, Yaqing Shu
Background: Autoimmune encephalitis is a rapidly progressing neurological disorder caused by aberrant immune responses against neural antigens. It presents with severe neuropsychiatric symptoms such as seizures and cognitive decline, highlighting the need to clarify its neural mechanisms.
Objectives: To investigate functional and structural brain network alterations across autoimmune encephalitis clinical phases and explore their potential as diagnostic and prognostic biomarkers.
Methods: Resting-state functional MRI and diffusion tensor imaging were used to analyze brain network topology in 52 patients, including 30 patients who underwent longitudinal follow-up and 32 age- and sex-matched healthy controls. Functional and structural brain networks were constructed using graph-theoretical approaches, and global and local network measures were compared across groups. Machine learning models classified disease status and disease phase.
Results: Patients with autoimmune encephalitis showed significant disruptions in global and local network efficiencies, particularly in the medial occipital and inferior temporal lobes, more pronounced during the acute phase. Classification models achieved high accuracy distinguishing patients from controls (AUC = 0.97 functional, 0.85 structural) and acute from convalescent phases (AUC = 0.98, 0.83).
Conclusions: Autoimmune encephalitis involves stage-dependent network impairments reflecting disrupted connectivity. Network efficiency may serve as a biomarker for diagnosis and prognosis, supporting multimodal imaging to guide personalized therapeutic strategies.
{"title":"Brain imaging reveals hierarchical topology changes and stage-dependent impairments in autoimmune encephalitis.","authors":"Li Lin, Ling Fang, Yu Huang, Qiuxia Luo, Huichang He, Shen Huang, Gang Li, Lianghui Ni, Wei Qiu, Yaqing Shu","doi":"10.1007/s00415-026-13673-9","DOIUrl":"https://doi.org/10.1007/s00415-026-13673-9","url":null,"abstract":"<p><strong>Background: </strong>Autoimmune encephalitis is a rapidly progressing neurological disorder caused by aberrant immune responses against neural antigens. It presents with severe neuropsychiatric symptoms such as seizures and cognitive decline, highlighting the need to clarify its neural mechanisms.</p><p><strong>Objectives: </strong>To investigate functional and structural brain network alterations across autoimmune encephalitis clinical phases and explore their potential as diagnostic and prognostic biomarkers.</p><p><strong>Methods: </strong>Resting-state functional MRI and diffusion tensor imaging were used to analyze brain network topology in 52 patients, including 30 patients who underwent longitudinal follow-up and 32 age- and sex-matched healthy controls. Functional and structural brain networks were constructed using graph-theoretical approaches, and global and local network measures were compared across groups. Machine learning models classified disease status and disease phase.</p><p><strong>Results: </strong>Patients with autoimmune encephalitis showed significant disruptions in global and local network efficiencies, particularly in the medial occipital and inferior temporal lobes, more pronounced during the acute phase. Classification models achieved high accuracy distinguishing patients from controls (AUC = 0.97 functional, 0.85 structural) and acute from convalescent phases (AUC = 0.98, 0.83).</p><p><strong>Conclusions: </strong>Autoimmune encephalitis involves stage-dependent network impairments reflecting disrupted connectivity. Network efficiency may serve as a biomarker for diagnosis and prognosis, supporting multimodal imaging to guide personalized therapeutic strategies.</p>","PeriodicalId":16558,"journal":{"name":"Journal of Neurology","volume":"273 2","pages":"125"},"PeriodicalIF":4.6,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146142772","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-09DOI: 10.1007/s00415-026-13653-z
Renana Storm, Skadi Gerkensmeier, Hannah Keller, Pia Herborn, Andreas Sprenger, Christoph Helmchen
Background: Patients suffering from persistent postural-perceptual dizziness (PPPD) often experience postural instability that worsens when exposed to visual motion stimuli. We investigated how different visual motion stimuli affect patients' postural sway and their perceived egomotion during stance.
Methods: 28 PPPD patients and 26 gender and healthy control subjects (HC) underwent posturographic measurements on a firm or foam platform while being exposed to either vestibular or visual motion stimuli or their combination. Vestibular stimuli were applied via 1.3 mA galvanic vestibular stimulation (GVS) or a sham stimulus. Visual stimulation (VS) was performed via 20-s video snippets of a silent movie, flow-field animation, or a rollercoaster video from the driver's perspective. Outcome measures included postural sway speed (PSS) and perceived egomotion, collected via self-ratings after each trial.
Results: Compared to HC, PSS of PPPD patients was higher on a firm surface during vestibular stimulation alone and combined visual-vestibular stimulation (except during rollercoaster VS) but not during VS alone. These group differences disappeared on foam, except during the baseline (noVS, noGVS) condition. Egomotion perception was rated consistently higher by PPPD participants in all conditions but in a non-linear ratio.
Conclusion: Our visual motion stimuli were capable of eliciting different magnitudes of perceived egomotion and postural sway without significant group differences in postural sway challenging the notion of increased visual sensitivity in PPPD. Multisensory stimulation alleviates visual sensitivity and counteracts postural misperception in quiet stance. Patients' non-linear increase of egomotion with increasing postural sway differs from HC and reflects a non-linear perceptual-postural scaling as a crucial mechanism in PPPD.
{"title":"Vestibular and visual influence on postural stability and egomotion perception in persistent postural-perceptual dizziness (PPPD).","authors":"Renana Storm, Skadi Gerkensmeier, Hannah Keller, Pia Herborn, Andreas Sprenger, Christoph Helmchen","doi":"10.1007/s00415-026-13653-z","DOIUrl":"https://doi.org/10.1007/s00415-026-13653-z","url":null,"abstract":"<p><strong>Background: </strong>Patients suffering from persistent postural-perceptual dizziness (PPPD) often experience postural instability that worsens when exposed to visual motion stimuli. We investigated how different visual motion stimuli affect patients' postural sway and their perceived egomotion during stance.</p><p><strong>Methods: </strong>28 PPPD patients and 26 gender and healthy control subjects (HC) underwent posturographic measurements on a firm or foam platform while being exposed to either vestibular or visual motion stimuli or their combination. Vestibular stimuli were applied via 1.3 mA galvanic vestibular stimulation (GVS) or a sham stimulus. Visual stimulation (VS) was performed via 20-s video snippets of a silent movie, flow-field animation, or a rollercoaster video from the driver's perspective. Outcome measures included postural sway speed (PSS) and perceived egomotion, collected via self-ratings after each trial.</p><p><strong>Results: </strong>Compared to HC, PSS of PPPD patients was higher on a firm surface during vestibular stimulation alone and combined visual-vestibular stimulation (except during rollercoaster VS) but not during VS alone. These group differences disappeared on foam, except during the baseline (noVS, noGVS) condition. Egomotion perception was rated consistently higher by PPPD participants in all conditions but in a non-linear ratio.</p><p><strong>Conclusion: </strong>Our visual motion stimuli were capable of eliciting different magnitudes of perceived egomotion and postural sway without significant group differences in postural sway challenging the notion of increased visual sensitivity in PPPD. Multisensory stimulation alleviates visual sensitivity and counteracts postural misperception in quiet stance. Patients' non-linear increase of egomotion with increasing postural sway differs from HC and reflects a non-linear perceptual-postural scaling as a crucial mechanism in PPPD.</p>","PeriodicalId":16558,"journal":{"name":"Journal of Neurology","volume":"273 2","pages":"127"},"PeriodicalIF":4.6,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146142737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-09DOI: 10.1007/s00415-026-13652-0
I Teckenburg, V Sidoroff, H Moradi, S Sapienza, G Prigent, F Krismer, D Benninger, B Eskofier, M Regensburger, A Ibrahim, J Klucken, K Aminian, G Wenning, C Raccagni, J Winkler, H Gaßner
Background and aim: Parkinsonian disorders are hallmarked by gait and balance impairments. Atypical parkinsonian disorders (APD) develop postural instability with falls and gait disorders early on. Sensor-based gait recordings provide objective data in hospital and everyday life, improving mobility assessment accuracy. However, the impact of duration and distance of instrumented assessments on construct validity remains unclear. This exploratory study aims to evaluate the construct validity of gait assessments compared with clinical, functional, and patient-reported scores.
Methods: The multi-centered Mobility_APP study recruited 43 PD and 49 APD patients. Among others, the Berg Balance Scale (BBS) and the postural instability and gait difficulty score (PIGD) were collected. Sensor-based gait parameters were captured during standardized 2 × 10 m and 2-min walk tests (2MWT) in the hospital and for 1 day of physical activity monitoring (PAM) at home. PAM was categorized by short (10-30 s), medium (30-60 s), and long (≥ 60 s) walking bouts (WB). Spearman correlations were applied to investigate associations between scores.
Results: Mean gait velocity (GV) and stride length correlated more strongly with functional, clinical, and patient-reported scores in 2MWT than in 2 × 10 m. Additionally, the GV variability in the 2MWT correlated with BBS and PIGD (r = │0.3-0.7│), but was less prominent in 2 × 10 m (r = │0.0-0.5│). In PAM, GV of long WB correlated more strongly with the PIGD (r = │0.5-0.6│) than short WB (r = │0.2-0.4│).
Conclusion: The 2MWT tended to show the highest construct validity. PAM offered complementary but weaker correlations, highlighting that PAM provides novel insights into daily life mobility of APD patients.
{"title":"Construct validity of instrumented gait assessments in hospital and daily life mobility in patients with Parkinson's disease and atypical Parkinson's syndromes: an exploratory study.","authors":"I Teckenburg, V Sidoroff, H Moradi, S Sapienza, G Prigent, F Krismer, D Benninger, B Eskofier, M Regensburger, A Ibrahim, J Klucken, K Aminian, G Wenning, C Raccagni, J Winkler, H Gaßner","doi":"10.1007/s00415-026-13652-0","DOIUrl":"https://doi.org/10.1007/s00415-026-13652-0","url":null,"abstract":"<p><strong>Background and aim: </strong>Parkinsonian disorders are hallmarked by gait and balance impairments. Atypical parkinsonian disorders (APD) develop postural instability with falls and gait disorders early on. Sensor-based gait recordings provide objective data in hospital and everyday life, improving mobility assessment accuracy. However, the impact of duration and distance of instrumented assessments on construct validity remains unclear. This exploratory study aims to evaluate the construct validity of gait assessments compared with clinical, functional, and patient-reported scores.</p><p><strong>Methods: </strong>The multi-centered Mobility_APP study recruited 43 PD and 49 APD patients. Among others, the Berg Balance Scale (BBS) and the postural instability and gait difficulty score (PIGD) were collected. Sensor-based gait parameters were captured during standardized 2 × 10 m and 2-min walk tests (2MWT) in the hospital and for 1 day of physical activity monitoring (PAM) at home. PAM was categorized by short (10-30 s), medium (30-60 s), and long (≥ 60 s) walking bouts (WB). Spearman correlations were applied to investigate associations between scores.</p><p><strong>Results: </strong>Mean gait velocity (GV) and stride length correlated more strongly with functional, clinical, and patient-reported scores in 2MWT than in 2 × 10 m. Additionally, the GV variability in the 2MWT correlated with BBS and PIGD (r = │0.3-0.7│), but was less prominent in 2 × 10 m (r = │0.0-0.5│). In PAM, GV of long WB correlated more strongly with the PIGD (r = │0.5-0.6│) than short WB (r = │0.2-0.4│).</p><p><strong>Conclusion: </strong>The 2MWT tended to show the highest construct validity. PAM offered complementary but weaker correlations, highlighting that PAM provides novel insights into daily life mobility of APD patients.</p>","PeriodicalId":16558,"journal":{"name":"Journal of Neurology","volume":"273 2","pages":"122"},"PeriodicalIF":4.6,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146142753","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-09DOI: 10.1007/s00415-026-13664-w
Diaohan Xiong, Mengjiao Liu, Zefeng Liu, Junping Wang
Introduction: Structural MRI analysis for Alzheimer's disease (AD) is limited by balancing group-level comparability in standard space with anatomical fidelity in native space. We therefore propose a multi-space, hybrid-feature framework, integrating radiomics and network metrics from both spaces to classify AD and predict mild cognitive impairment (MCI) progression.
Methods: An integrated dual-space analytical framework was applied to T1-weighted MRI data. Models were developed on 1,477 participants from Alzheimer's Disease Neuroimaging Initiative (ADNI) and externally tested on an independent cohort of 1,349 participants from National Alzheimer's Coordinating Center (NACC). The framework extracts parallel radiomic and graph-based network features from both Montreal Neurological Institute (MNI) standard space and native space. These features were used to build machine learning models for three-class diagnosis (NC vs. MCI vs. AD) and 6-year prognostic prediction of MCI-to-AD conversion. For each task, the models using standard-space, native-space, and combined-space features were systematically compared. Model interpretation was performed using Shapley Additive Explanations (SHAP), and the features were validated against established AD biomarkers.
Results: The combined-space model demonstrated superior performance in both diagnostic classification (Macro-Averaged AUC: 0.96 in ADNI cohort, 0.94 in NACC cohort) and prognostic prediction of MCI-to-AD conversion (C-index: 0.83; HRs: 7.60, 95%CIs: 4.57-12.64). The extracted features in the ADNI cohort demonstrated significant correlations with APOE ε4 genotype, cognitive scores, and CSF biomarkers.
Conclusion: Integrating multi-scale features from both standard and native spaces enhances AD diagnosis and prognosis accuracy more effectively than conventional single-space analysis.
{"title":"Integrating standard and native spaces for radiomics and brain network analysis in Alzheimer's disease diagnosis and prognosis.","authors":"Diaohan Xiong, Mengjiao Liu, Zefeng Liu, Junping Wang","doi":"10.1007/s00415-026-13664-w","DOIUrl":"https://doi.org/10.1007/s00415-026-13664-w","url":null,"abstract":"<p><strong>Introduction: </strong>Structural MRI analysis for Alzheimer's disease (AD) is limited by balancing group-level comparability in standard space with anatomical fidelity in native space. We therefore propose a multi-space, hybrid-feature framework, integrating radiomics and network metrics from both spaces to classify AD and predict mild cognitive impairment (MCI) progression.</p><p><strong>Methods: </strong>An integrated dual-space analytical framework was applied to T1-weighted MRI data. Models were developed on 1,477 participants from Alzheimer's Disease Neuroimaging Initiative (ADNI) and externally tested on an independent cohort of 1,349 participants from National Alzheimer's Coordinating Center (NACC). The framework extracts parallel radiomic and graph-based network features from both Montreal Neurological Institute (MNI) standard space and native space. These features were used to build machine learning models for three-class diagnosis (NC vs. MCI vs. AD) and 6-year prognostic prediction of MCI-to-AD conversion. For each task, the models using standard-space, native-space, and combined-space features were systematically compared. Model interpretation was performed using Shapley Additive Explanations (SHAP), and the features were validated against established AD biomarkers.</p><p><strong>Results: </strong>The combined-space model demonstrated superior performance in both diagnostic classification (Macro-Averaged AUC: 0.96 in ADNI cohort, 0.94 in NACC cohort) and prognostic prediction of MCI-to-AD conversion (C-index: 0.83; HRs: 7.60, 95%CIs: 4.57-12.64). The extracted features in the ADNI cohort demonstrated significant correlations with APOE ε4 genotype, cognitive scores, and CSF biomarkers.</p><p><strong>Conclusion: </strong>Integrating multi-scale features from both standard and native spaces enhances AD diagnosis and prognosis accuracy more effectively than conventional single-space analysis.</p>","PeriodicalId":16558,"journal":{"name":"Journal of Neurology","volume":"273 2","pages":"124"},"PeriodicalIF":4.6,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146142758","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-09DOI: 10.1007/s00415-026-13646-y
David E Freedman, Jiwon Oh, Anthony Feinstein
Relationship status influences mental and physical health in the general population and may mitigate radiological abnormalities in multiple sclerosis (MS). However, there are limited data about whether one's relationship status impacts the neurobehavioral symptoms of MS, such as depression, anxiety, fatigue, or self-reported cognitive concerns. This study's objective was to explore the influence of relationship status on the neurobehavioral sequelae of MS. At a Canadian neuropsychiatry clinic, 1393 people with MS (pwMS) consecutively completed psychometric testing with the Hospital Anxiety and Depression Scale sub-scales for anxiety (HADS-A) and depression (HADS-D), the Modified Fatigue Impact Scale (MFIS), and the Perceived Deficits Questionnaire (PDQ) for self-reported cognitive concerns. Participants were categorized by the presence or absence of an intimate relationship. Analyses of covariance (ANCOVA) were undertaken to examine whether relationship status influenced HADS-A, HADS-D, MFIS, or PDQ scores, adjusting for age, sex, education, Expanded Disability Status Scale scores, disease subtype, illness duration, and disease-modifying therapy use. Mean age was 43.37 years, 73.33% were female, median EDSS was 2.00, and 55.86% were married. Controlling for covariates, the presence of a relationship was associated with decreased HADS-D scores (p = .006). Relationship status did not independently influence HADS-A, MFIS, or PDQ scores. Overall, being in a relationship is linked to decreased depressive symptoms in pwMS.
{"title":"Relationship status and the neurobehavioral symptoms of multiple sclerosis: a cross-sectional analysis.","authors":"David E Freedman, Jiwon Oh, Anthony Feinstein","doi":"10.1007/s00415-026-13646-y","DOIUrl":"https://doi.org/10.1007/s00415-026-13646-y","url":null,"abstract":"<p><p>Relationship status influences mental and physical health in the general population and may mitigate radiological abnormalities in multiple sclerosis (MS). However, there are limited data about whether one's relationship status impacts the neurobehavioral symptoms of MS, such as depression, anxiety, fatigue, or self-reported cognitive concerns. This study's objective was to explore the influence of relationship status on the neurobehavioral sequelae of MS. At a Canadian neuropsychiatry clinic, 1393 people with MS (pwMS) consecutively completed psychometric testing with the Hospital Anxiety and Depression Scale sub-scales for anxiety (HADS-A) and depression (HADS-D), the Modified Fatigue Impact Scale (MFIS), and the Perceived Deficits Questionnaire (PDQ) for self-reported cognitive concerns. Participants were categorized by the presence or absence of an intimate relationship. Analyses of covariance (ANCOVA) were undertaken to examine whether relationship status influenced HADS-A, HADS-D, MFIS, or PDQ scores, adjusting for age, sex, education, Expanded Disability Status Scale scores, disease subtype, illness duration, and disease-modifying therapy use. Mean age was 43.37 years, 73.33% were female, median EDSS was 2.00, and 55.86% were married. Controlling for covariates, the presence of a relationship was associated with decreased HADS-D scores (p = .006). Relationship status did not independently influence HADS-A, MFIS, or PDQ scores. Overall, being in a relationship is linked to decreased depressive symptoms in pwMS.</p>","PeriodicalId":16558,"journal":{"name":"Journal of Neurology","volume":"273 2","pages":"126"},"PeriodicalIF":4.6,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146142746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-09DOI: 10.1007/s00415-026-13667-7
Cato E A Corsten, Veerle S A Geraedts, Ana M Marques, Marie-José Melief, Barry Koelewijn-van Vliet, Jeroen van Rooij, Marcello Ciaccio, Luisa Agnello, Jens Kuhle, Andrei N Tintu, Beatrijs Wokke, Joost Smolders
Introduction: Serum neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP) may synergistically enhance early risk stratification of multiple sclerosis (MS) diagnosis after clinically isolated syndromes (CIS). We investigated the prognostic value of combined NfL and GFAP for McDonald 2024 MS diagnosis after CIS and associations with key genetic and environmental risk factors.
Methods: CIS participants, within six months after symptom onset, were included in a prospective cohort. We measured baseline serum NfL and GFAP levels and calculated z-scores. We evaluated weighted genetic risk scores for MS susceptibility, HLA-DRB1*15:01 risk and measured Anti-Epstein Barr virus Nuclear Antigen-1 (anti-EBNA1) immunoglobulin G (IgG) antibodies. Associations with MS diagnosis were evaluated using Cox proportional hazards models and time-dependent receiver operating characteristic (ROC) analyses.
Results: During follow-up, 162/221 CIS participants were diagnosed with McDonald 2024 MS. Separately, high NfL and GFAP associated with earlier MS diagnoses (hazard ratio (HR) 1.36, 95% confidence interval (CI) 1.12-1.66, p = 0.002, HR 1.12, 95% CI 1.02-1.42, p = 0.01, respectively). In combined models, only NfL remained independently predictive (HR 1.30, 95% CI 1.02-1.60, p = 0.01). Time-dependent ROC analyses showed similar results for NfL alone and combined with GFAP. HLA-DRB1*15:01-risk, but not GFAP or anti-EBNA1 IgG, improved predictive value.
Conclusion: Our study found that serum NfL outperformed GFAP in predicting early MS diagnoses after CIS. Baseline NfL, together with HLA-DRB1*15:01 status, provides robust early risk stratification for MS after CIS, whereas GFAP and anti-EBNA1 titres add limited prognostic value. Additional immunological and imaging markers are essential to further refine predictive models.
血清神经丝轻链(NfL)和胶质纤维酸性蛋白(GFAP)可能协同增强临床孤立综合征(CIS)后多发性硬化症(MS)诊断的早期危险分层。我们研究了联合NfL和GFAP对CIS后McDonald 2024 MS诊断的预后价值,以及与关键遗传和环境危险因素的关系。方法:CIS参与者,症状出现后6个月内,纳入前瞻性队列。我们测量基线血清NfL和GFAP水平并计算z分数。我们评估了MS易感性的加权遗传风险评分、HLA-DRB1*15:01风险和抗eb病毒核抗原-1(抗ebna1)免疫球蛋白G (IgG)抗体。采用Cox比例风险模型和随时间变化的受试者工作特征(ROC)分析评估与多发性硬化症诊断的相关性。结果:随访期间,162/221名CIS参与者分别被诊断为McDonald 2024 MS,高NfL和GFAP与早期MS诊断相关(风险比(HR) 1.36, 95%可信区间(CI) 1.12-1.66, p = 0.002, HR 1.12, 95% CI 1.02-1.42, p = 0.01)。在联合模型中,只有NfL保持独立预测(HR 1.30, 95% CI 1.02-1.60, p = 0.01)。时间相关的ROC分析显示,单独使用NfL和联合使用GFAP的结果相似。HLA-DRB1*15:01风险,但GFAP或抗ebna1 IgG没有提高预测价值。结论:我们的研究发现血清NfL在预测CIS术后早期MS诊断方面优于GFAP。基线NfL与HLA-DRB1*15:01状态一起,为CIS术后MS提供了可靠的早期风险分层,而GFAP和抗ebna1滴度的预后价值有限。额外的免疫学和影像学标记对于进一步完善预测模型至关重要。
{"title":"Serum neurofilament light chain and glial fibrillary acidic protein predicting multiple sclerosis after clinically isolated syndrome.","authors":"Cato E A Corsten, Veerle S A Geraedts, Ana M Marques, Marie-José Melief, Barry Koelewijn-van Vliet, Jeroen van Rooij, Marcello Ciaccio, Luisa Agnello, Jens Kuhle, Andrei N Tintu, Beatrijs Wokke, Joost Smolders","doi":"10.1007/s00415-026-13667-7","DOIUrl":"https://doi.org/10.1007/s00415-026-13667-7","url":null,"abstract":"<p><strong>Introduction: </strong>Serum neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP) may synergistically enhance early risk stratification of multiple sclerosis (MS) diagnosis after clinically isolated syndromes (CIS). We investigated the prognostic value of combined NfL and GFAP for McDonald 2024 MS diagnosis after CIS and associations with key genetic and environmental risk factors.</p><p><strong>Methods: </strong>CIS participants, within six months after symptom onset, were included in a prospective cohort. We measured baseline serum NfL and GFAP levels and calculated z-scores. We evaluated weighted genetic risk scores for MS susceptibility, HLA-DRB1*15:01 risk and measured Anti-Epstein Barr virus Nuclear Antigen-1 (anti-EBNA1) immunoglobulin G (IgG) antibodies. Associations with MS diagnosis were evaluated using Cox proportional hazards models and time-dependent receiver operating characteristic (ROC) analyses.</p><p><strong>Results: </strong>During follow-up, 162/221 CIS participants were diagnosed with McDonald 2024 MS. Separately, high NfL and GFAP associated with earlier MS diagnoses (hazard ratio (HR) 1.36, 95% confidence interval (CI) 1.12-1.66, p = 0.002, HR 1.12, 95% CI 1.02-1.42, p = 0.01, respectively). In combined models, only NfL remained independently predictive (HR 1.30, 95% CI 1.02-1.60, p = 0.01). Time-dependent ROC analyses showed similar results for NfL alone and combined with GFAP. HLA-DRB1*15:01-risk, but not GFAP or anti-EBNA1 IgG, improved predictive value.</p><p><strong>Conclusion: </strong>Our study found that serum NfL outperformed GFAP in predicting early MS diagnoses after CIS. Baseline NfL, together with HLA-DRB1*15:01 status, provides robust early risk stratification for MS after CIS, whereas GFAP and anti-EBNA1 titres add limited prognostic value. Additional immunological and imaging markers are essential to further refine predictive models.</p>","PeriodicalId":16558,"journal":{"name":"Journal of Neurology","volume":"273 2","pages":"128"},"PeriodicalIF":4.6,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146142691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-09DOI: 10.1007/s00415-026-13674-8
Bing Zeng, Hai Wang, Jiu Chen, Shuang Wu, Jun Xie
Objective: This study aims to systematically evaluate the relationships and effects of different exercise modalities and exercise doses on the quality of life in patients with Parkinson's disease (PD).
Methods: Randomized controlled trials published from database inception to November 2025 were identified by searching PubMed, Web of Science, Embase, and the Cochrane Library. The Cochrane Risk of Bias 2.0 (RoB 2.0) tool was used to assess the methodological quality of the included studies. Stata version 17.0 and R version 4.4.3 were used to analyze and compare the relationships and effects of different exercise modalities and exercise doses on quality of life in patients with PD.
Results: A total of 44 randomized controlled trials (RCTs), including 2,273 patients with PD, were analyzed. The network meta-analysis showed that aerobic exercise (AE) (SMD = - 0.66; 95% CI: - 0.93 to - 0.39; P < 0.01), aerobic and resistance training (ART) (SMD = - 0.71; 95% CI: - 1.09 to - 0.33; P < 0.01), mind-body exercise (MBE) (SMD = - 0.73; 95% CI: - 1.04 to - 0.43; P < 0.01), and resistance training (RT) (SMD = - 0.66; 95% CI: - 1.02 to - 0.29; P < 0.01) all significantly improved quality of life, whereas balance and resistance training (BRT) and stretching training (ST) showed no statistically significant effects. Cumulative ranking probabilities indicated that MBE had the highest probability of being the most effective intervention (80.6%), followed by ART (76.7%), AE (70.5%), and RT (69.7%), while ST (30.7%) and BRT (18.3%) ranked lower. Dose-response analysis revealed a nonlinear U-shaped relationship between total exercise dose and improvement in quality of life, with an optimal dose of 950 MET-min/week. The optimal doses varied across exercise modalities, ranging from 550 MET-min/week for MBE to 920 MET-min/week for AE.
Conclusions: Exercise interventions can significantly improve quality of life in patients with PD, with MBE demonstrating the greatest benefit. The U-shaped association between exercise dose and quality of life suggests that a moderate amount of exercise is most conducive to improving quality of life. This study provides evidence supporting non-pharmacological treatment strategies for PD and may inform the formulation of individualized exercise prescriptions.
{"title":"Optimal exercise modalities and doses for improving quality of life in patients with Parkinson's disease: a network meta-analysis and dose-response study.","authors":"Bing Zeng, Hai Wang, Jiu Chen, Shuang Wu, Jun Xie","doi":"10.1007/s00415-026-13674-8","DOIUrl":"https://doi.org/10.1007/s00415-026-13674-8","url":null,"abstract":"<p><strong>Objective: </strong>This study aims to systematically evaluate the relationships and effects of different exercise modalities and exercise doses on the quality of life in patients with Parkinson's disease (PD).</p><p><strong>Methods: </strong>Randomized controlled trials published from database inception to November 2025 were identified by searching PubMed, Web of Science, Embase, and the Cochrane Library. The Cochrane Risk of Bias 2.0 (RoB 2.0) tool was used to assess the methodological quality of the included studies. Stata version 17.0 and R version 4.4.3 were used to analyze and compare the relationships and effects of different exercise modalities and exercise doses on quality of life in patients with PD.</p><p><strong>Results: </strong>A total of 44 randomized controlled trials (RCTs), including 2,273 patients with PD, were analyzed. The network meta-analysis showed that aerobic exercise (AE) (SMD = - 0.66; 95% CI: - 0.93 to - 0.39; P < 0.01), aerobic and resistance training (ART) (SMD = - 0.71; 95% CI: - 1.09 to - 0.33; P < 0.01), mind-body exercise (MBE) (SMD = - 0.73; 95% CI: - 1.04 to - 0.43; P < 0.01), and resistance training (RT) (SMD = - 0.66; 95% CI: - 1.02 to - 0.29; P < 0.01) all significantly improved quality of life, whereas balance and resistance training (BRT) and stretching training (ST) showed no statistically significant effects. Cumulative ranking probabilities indicated that MBE had the highest probability of being the most effective intervention (80.6%), followed by ART (76.7%), AE (70.5%), and RT (69.7%), while ST (30.7%) and BRT (18.3%) ranked lower. Dose-response analysis revealed a nonlinear U-shaped relationship between total exercise dose and improvement in quality of life, with an optimal dose of 950 MET-min/week. The optimal doses varied across exercise modalities, ranging from 550 MET-min/week for MBE to 920 MET-min/week for AE.</p><p><strong>Conclusions: </strong>Exercise interventions can significantly improve quality of life in patients with PD, with MBE demonstrating the greatest benefit. The U-shaped association between exercise dose and quality of life suggests that a moderate amount of exercise is most conducive to improving quality of life. This study provides evidence supporting non-pharmacological treatment strategies for PD and may inform the formulation of individualized exercise prescriptions.</p>","PeriodicalId":16558,"journal":{"name":"Journal of Neurology","volume":"273 2","pages":"123"},"PeriodicalIF":4.6,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146142761","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-07DOI: 10.1007/s00415-026-13656-w
Bangyue Wang, Xiuhu An, Changkai Hou, Ruyi Wang, Jian Li, Yan Zhao, Yang Li, Yanfen Chai, Xinyu Yang, Zhenbo Liu, Minfeng Tong
Background: The optimal timing of surgery for aneurysmal subarachnoid hemorrhage (aSAH) remains controversial. This study aims to identify the optimal surgical window within 72 h of symptom onset.
Methods: Patients with aSAH who underwent surgical treatment within 72 h of onset were identified from the Chinese Multicenter Cerebral Aneurysm Database (2017-2020). Multivariable Cox and logistic regression models with restricted cubic splines (RCS) were used to assess associations between onset-to-treatment time and all-cause mortality and 2-year dependent survival, respectively.
Results: A total of 3560 patients with aSAH were included. During a mean follow-up of 30.9 ± 22.5 months, 521 deaths were recorded, yielding a 2-year mortality rate of 12.9%. The RCS analysis revealed a significant U-shaped relationship between onset-to-treatment time and all-cause mortality (χ2 = 5.88, df = 1, P = 0.015), as well as a significant overall association (χ2 = 6.73, df = 2, P = 0.035). The lowest risk of all-cause mortality was observed at 32.6 h after onset. A monotonically decreasing association was observed between onset-to-treatment time and 2-year dependent survival (χ2 = 3.70, df = 1, P = 0.055). Specifically, the risk of 2-year dependent survival declined rapidly with treatment delay during the first 12 h after onset and plateaued at approximately 32.6 h.
Conclusion: The time from onset to treatment demonstrated a nonlinear (U-shaped) association with all-cause mortality and a linear association with 2-year dependent survival, with the lowest estimated mortality risk observed at approximately 32.6 h after onset.
背景:动脉瘤性蛛网膜下腔出血(aSAH)的最佳手术时机仍有争议。本研究旨在确定症状出现后72小时内的最佳手术窗口。方法:从中国多中心脑动脉瘤数据库(2017-2020)中筛选发病72 h内接受手术治疗的aSAH患者。使用多变量Cox和限制三次样条(RCS)的logistic回归模型分别评估发病至治疗时间与全因死亡率和2年依赖生存率之间的关系。结果:共纳入3560例aSAH患者。在平均30.9±22.5个月的随访中,521例死亡,2年死亡率为12.9%。RCS分析显示,发病至治疗时间与全因死亡率呈显著的u型相关(χ2 = 5.88, df = 1, P = 0.015),总体呈显著相关(χ2 = 6.73, df = 2, P = 0.035)。在发病后32.6小时观察到全因死亡率最低。发病至治疗时间与2年依赖生存率呈单调递减关系(χ2 = 3.70, df = 1, P = 0.055)。具体来说,在发病后的最初12小时内,2年依赖生存的风险随着治疗延迟而迅速下降,并在约32.6 h时趋于稳定。结论:从发病到治疗的时间与全因死亡率呈非线性(u型)关系,与2年依赖生存呈线性关系,在发病后约32.6 h时观察到的估计死亡风险最低。
{"title":"Association of onset-to-treatment time and outcomes after aneurysmal subarachnoid hemorrhage: a multicenter cohort study.","authors":"Bangyue Wang, Xiuhu An, Changkai Hou, Ruyi Wang, Jian Li, Yan Zhao, Yang Li, Yanfen Chai, Xinyu Yang, Zhenbo Liu, Minfeng Tong","doi":"10.1007/s00415-026-13656-w","DOIUrl":"https://doi.org/10.1007/s00415-026-13656-w","url":null,"abstract":"<p><strong>Background: </strong>The optimal timing of surgery for aneurysmal subarachnoid hemorrhage (aSAH) remains controversial. This study aims to identify the optimal surgical window within 72 h of symptom onset.</p><p><strong>Methods: </strong>Patients with aSAH who underwent surgical treatment within 72 h of onset were identified from the Chinese Multicenter Cerebral Aneurysm Database (2017-2020). Multivariable Cox and logistic regression models with restricted cubic splines (RCS) were used to assess associations between onset-to-treatment time and all-cause mortality and 2-year dependent survival, respectively.</p><p><strong>Results: </strong>A total of 3560 patients with aSAH were included. During a mean follow-up of 30.9 ± 22.5 months, 521 deaths were recorded, yielding a 2-year mortality rate of 12.9%. The RCS analysis revealed a significant U-shaped relationship between onset-to-treatment time and all-cause mortality (χ<sup>2</sup> = 5.88, df = 1, P = 0.015), as well as a significant overall association (χ<sup>2</sup> = 6.73, df = 2, P = 0.035). The lowest risk of all-cause mortality was observed at 32.6 h after onset. A monotonically decreasing association was observed between onset-to-treatment time and 2-year dependent survival (χ<sup>2</sup> = 3.70, df = 1, P = 0.055). Specifically, the risk of 2-year dependent survival declined rapidly with treatment delay during the first 12 h after onset and plateaued at approximately 32.6 h.</p><p><strong>Conclusion: </strong>The time from onset to treatment demonstrated a nonlinear (U-shaped) association with all-cause mortality and a linear association with 2-year dependent survival, with the lowest estimated mortality risk observed at approximately 32.6 h after onset.</p>","PeriodicalId":16558,"journal":{"name":"Journal of Neurology","volume":"273 2","pages":"121"},"PeriodicalIF":4.6,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146137136","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-07DOI: 10.1007/s00415-026-13659-7
Jonathan A Gernert, Hanna Zausinger, Luca Diedrich, Rebecca Wicklein, Linus Kreitner, Tania Kümpfel, Joachim Havla
Early detection and monitoring of neurodegenerative processes in persons with multiple sclerosis (PwMS) is currently a major challenge. Optical coherence tomography angiography (OCTA) is an emerging method to visualize retinal vascular architecture. However, its use has mainly been investigated in relapsing MS. We evaluated OCTA as a possible complementary method in progressive MS (PMS) in a monocentric, retrospective, cross-sectional study. Eyes with evidence of optic neuritis were excluded from analysis. OCTA images acquired using a Spectralis OCT (Heidelberg Engineering) were analyzed with an established deep learning-based segmentation algorithm. After rigorous quality control, 85 eyes of 62 PwPMS were compared with 64 eyes of 43 age and gender-matched healthy controls (HC). The vessel density in the superficial vascular complex (VDSVC (%)) was reduced in PMS compared to HC (p = 0.018). VDSVC correlated negatively with age in PwPMS and HC. Using a Johnson-Neyman analysis, we identified that the disease duration influences the VDSVC in PMS individuals < 57.5 years of age. PwPMS with disease duration > 10 years had reduced VDSVC compared to subjects with ≤ 5 years of disease duration (p = 0.049) (corrected for age). Clinical disability (EDSS) negatively correlated with VDSVC in PwPMS (β = -0.487, p = 0.010). These results suggest that OCTA might be suitable to detect retinal vascular changes in PwPMS. One consequence could be structured and harmonized OCTA investigations as part of routine clinical practice. External validation and longitudinal studies are necessary to further elaborate OCTA´s potential in monitoring PwPMS.
多发性硬化症(PwMS)患者神经退行性过程的早期检测和监测是目前的主要挑战。光学相干断层血管造影(OCTA)是一种新兴的方法来可视化视网膜血管结构。然而,它的使用主要是在复发性MS中进行的研究。我们在一项单中心、回顾性、横断面研究中评估了OCTA作为进行性MS (PMS)可能的补充方法。有视神经炎证据的眼睛被排除在分析之外。使用Spectralis OCT (Heidelberg Engineering)获取的OCTA图像,使用建立的基于深度学习的分割算法进行分析。经过严格的质量控制,将62名PwPMS患者的85只眼睛与43名年龄和性别匹配的健康对照组(HC)的64只眼睛进行比较。与HC相比,PMS组浅表血管复合体血管密度(VDSVC(%))降低(p = 0.018)。PwPMS和HC患者的VDSVC与年龄呈负相关。使用Johnson-Neyman分析,我们发现疾病持续时间影响PMS患者的VDSVC,与疾病持续时间≤5年的受试者相比,10年的VDSVC减少(p = 0.049)(按年龄校正)。PwPMS患者临床残疾(EDSS)与VDSVC呈负相关(β = -0.487, p = 0.010)。这些结果提示OCTA可能适合于检测PwPMS视网膜血管的变化。一个结果可能是结构化和协调OCTA调查作为常规临床实践的一部分。外部验证和纵向研究是必要的,以进一步阐述OCTA在监测PwPMS方面的潜力。
{"title":"The potential of optical coherence tomography angiography in progressive multiple sclerosis.","authors":"Jonathan A Gernert, Hanna Zausinger, Luca Diedrich, Rebecca Wicklein, Linus Kreitner, Tania Kümpfel, Joachim Havla","doi":"10.1007/s00415-026-13659-7","DOIUrl":"https://doi.org/10.1007/s00415-026-13659-7","url":null,"abstract":"<p><p>Early detection and monitoring of neurodegenerative processes in persons with multiple sclerosis (PwMS) is currently a major challenge. Optical coherence tomography angiography (OCTA) is an emerging method to visualize retinal vascular architecture. However, its use has mainly been investigated in relapsing MS. We evaluated OCTA as a possible complementary method in progressive MS (PMS) in a monocentric, retrospective, cross-sectional study. Eyes with evidence of optic neuritis were excluded from analysis. OCTA images acquired using a Spectralis OCT (Heidelberg Engineering) were analyzed with an established deep learning-based segmentation algorithm. After rigorous quality control, 85 eyes of 62 PwPMS were compared with 64 eyes of 43 age and gender-matched healthy controls (HC). The vessel density in the superficial vascular complex (VD<sub>SVC</sub> (%)) was reduced in PMS compared to HC (p = 0.018). VD<sub>SVC</sub> correlated negatively with age in PwPMS and HC. Using a Johnson-Neyman analysis, we identified that the disease duration influences the VD<sub>SVC</sub> in PMS individuals < 57.5 years of age. PwPMS with disease duration > 10 years had reduced VD<sub>SVC</sub> compared to subjects with ≤ 5 years of disease duration (p = 0.049) (corrected for age). Clinical disability (EDSS) negatively correlated with VD<sub>SVC</sub> in PwPMS (β = -0.487, p = 0.010). These results suggest that OCTA might be suitable to detect retinal vascular changes in PwPMS. One consequence could be structured and harmonized OCTA investigations as part of routine clinical practice. External validation and longitudinal studies are necessary to further elaborate OCTA´s potential in monitoring PwPMS.</p>","PeriodicalId":16558,"journal":{"name":"Journal of Neurology","volume":"273 2","pages":"118"},"PeriodicalIF":4.6,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146137264","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: Our study aimed to determine the prevalence and clinical phenotypes of JAK2 pathogenic mutation carriers in the CNSR-III ischemic stroke (IS) cohort, and to develop a pre-test genetic screening model for identifying high-risk individuals.
Methods: We performed retrospective characterization of JAK2 pathogenic variants using targeted sequencing data in the CNSR-III cohort. Clinical and laboratory characteristics of JAK2 V617F mutation carriers and non-carriers were tested in a logistic regression model to identify key features. V617F screening score was developed to predict positive JAK2 V617F test results.
Results: 46 cases (0.4%, 46/10428) harbored the JAK2 V617F-exclusive mutation. Mutation carriers manifested significantly inferior functional outcomes following stroke relative to non-carriers (adjusted OR 2.74[1.07, 6.49]). Significant predictors of mutation status comprised elevated platelet count (PLT, OR 1.02[1.02, 1.03]), increased hemoglobin concentrations (HGB, OR 1.06 [1.04, 1.08]), and a reduced burden of traditional stroke risk factors, such as history of hypertension (OR 0.24[0.11, 0.52]), smoking history (OR 0.08[0.02, 0.24]), and body mass index (BMI, OR 0.8[0.75, 0.97]). We constructed the JAK2 V617F screening score, which efficiently discriminated between carriers and non-carriers (area under the ROC curve, AUC 0.98), achieving sensitivity of 85%, specificity of 94%, and accuracy of 94% for a cut-off score of 3 points. Internal validation confirmed robust performance, with a consistent AUC of 0.98.
Conclusions: Despite low prevalence (0.4%), JAK2 V617F mutation represents a clinically actionable stroke subtype with distinct pathophysiology. The prediction model offers a precision medicine approach, potentially reducing the need for comprehensive genetic testing.
目的:我们的研究旨在确定CNSR-III型缺血性卒中(IS)队列中JAK2致病突变携带者的患病率和临床表型,并建立一种检测前遗传筛查模型来识别高危人群。方法:我们在CNSR-III队列中使用靶向测序数据对JAK2致病变异进行回顾性表征。采用logistic回归模型检测JAK2 V617F突变携带者和非携带者的临床和实验室特征,以确定关键特征。V617F筛选评分用于预测JAK2 V617F阳性检测结果。结果:46例(0.4%,46/10428)携带JAK2 v617f排他突变。突变携带者与非携带者相比,卒中后功能预后明显较差(调整后OR为2.74[1.07,6.49])。突变状态的重要预测因子包括血小板计数升高(PLT, OR 1.02[1.02, 1.03])、血红蛋白浓度升高(HGB, OR 1.06[1.04, 1.08]),以及传统卒中危险因素负担减轻,如高血压史(OR 0.24[0.11, 0.52])、吸烟史(OR 0.08[0.02, 0.24])和体重指数(BMI, OR 0.8[0.75, 0.97])。我们构建了JAK2 V617F筛选评分,该评分可以有效区分携带者和非携带者(ROC曲线下面积,AUC 0.98),灵敏度为85%,特异性为94%,准确度为94%,截止评分为3分。内部验证证实其性能稳健,AUC一致为0.98。结论:尽管患病率较低(0.4%),但JAK2 V617F突变代表了具有独特病理生理的临床可操作的卒中亚型。该预测模型提供了一种精确的医学方法,潜在地减少了对全面基因检测的需求。
{"title":"JAK2 pathogenic variants in ischemic stroke: low prevalence and pre-screening model.","authors":"Jialu Zhao, Siqi Ge, Shujun Gao, Liting Xue, Yanfeng Shi, Chaoxia Lu, Fang Fang, Hui Wang, Yumei Zhang, Yulin Zhang, Cang Guo, Meng Wang, Yijun Zhang, Manqi Zheng, Qin Xu, Anxin Wang, Hongqiu Gu, Wanlin Zhu, Yong Jiang, Hao Li, Xia Meng, Yongjun Wang, Wei Li","doi":"10.1007/s00415-026-13658-8","DOIUrl":"https://doi.org/10.1007/s00415-026-13658-8","url":null,"abstract":"<p><strong>Objective: </strong>Our study aimed to determine the prevalence and clinical phenotypes of JAK2 pathogenic mutation carriers in the CNSR-III ischemic stroke (IS) cohort, and to develop a pre-test genetic screening model for identifying high-risk individuals.</p><p><strong>Methods: </strong>We performed retrospective characterization of JAK2 pathogenic variants using targeted sequencing data in the CNSR-III cohort. Clinical and laboratory characteristics of JAK2 V617F mutation carriers and non-carriers were tested in a logistic regression model to identify key features. V617F screening score was developed to predict positive JAK2 V617F test results.</p><p><strong>Results: </strong>46 cases (0.4%, 46/10428) harbored the JAK2 V617F-exclusive mutation. Mutation carriers manifested significantly inferior functional outcomes following stroke relative to non-carriers (adjusted OR 2.74[1.07, 6.49]). Significant predictors of mutation status comprised elevated platelet count (PLT, OR 1.02[1.02, 1.03]), increased hemoglobin concentrations (HGB, OR 1.06 [1.04, 1.08]), and a reduced burden of traditional stroke risk factors, such as history of hypertension (OR 0.24[0.11, 0.52]), smoking history (OR 0.08[0.02, 0.24]), and body mass index (BMI, OR 0.8[0.75, 0.97]). We constructed the JAK2 V617F screening score, which efficiently discriminated between carriers and non-carriers (area under the ROC curve, AUC 0.98), achieving sensitivity of 85%, specificity of 94%, and accuracy of 94% for a cut-off score of 3 points. Internal validation confirmed robust performance, with a consistent AUC of 0.98.</p><p><strong>Conclusions: </strong>Despite low prevalence (0.4%), JAK2 V617F mutation represents a clinically actionable stroke subtype with distinct pathophysiology. The prediction model offers a precision medicine approach, potentially reducing the need for comprehensive genetic testing.</p>","PeriodicalId":16558,"journal":{"name":"Journal of Neurology","volume":"273 2","pages":"119"},"PeriodicalIF":4.6,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146137125","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}