Piergiorgio Grillo, Giulietta Maria Riboldi, Antonio Pisani, Un Jung Kang, Seyed-Mohammad Fereshtehnejad
{"title":"脑脊液α -突触核蛋白种子扩增试验的扩增参数预测帕金森病临床亚型的10年随访。","authors":"Piergiorgio Grillo, Giulietta Maria Riboldi, Antonio Pisani, Un Jung Kang, Seyed-Mohammad Fereshtehnejad","doi":"10.1101/2025.03.27.25324778","DOIUrl":null,"url":null,"abstract":"<p><strong>Importance: </strong>Data-driven approaches identified Mild Motor Predominant (MMP), Intermediate (IM) and Diffuse Malignant (DM) as subtypes of Parkinson's Disease (PD) with a different degree of motor and non-motor impairment at time of diagnosis. It is not clear whether subtypes remain stable over time nor whether they represent distinct biological substrates. The recent introduction of alpha-synuclein seed amplification assay on CSF (CSF-αSyn-SAA) might provide further insights.</p><p><strong>Objective: </strong>To assess the association between the parameters of CSF-αSyn-SAA collected at baseline and the clinical evolution of PD subtypes for 10 years.</p><p><strong>Design: </strong>Retrospective, longitudinal, cohort study.</p><p><strong>Setting: </strong>Data were collected from the Parkinson's Progression Marker Initiative (PPMI) cohort.</p><p><strong>Participants: </strong>Subjects with a sporadic form of PD and positivity on CSF-αSyn-SAA (n=323) were included.</p><p><strong>Exposure: </strong>clinical and biochemical data available in the PPMI dataset.</p><p><strong>Main outcome and measure: </strong>PD participants were classified as MMP, IM and DM at baseline (n=323) and 10-year follow-up (n=146), based on previously published motor summary score and three non-motor features (cognitive impairment, RBD and dysautonomia). CSF-αSyn-SAA parameters were collected at baseline, including Fmax (maximum fluorescence), T50 (time to reach 50% of Fmax), TTT (time to threshold), Slope, and AUC (area under the curve). CSF Aβ1-42, tTau, pTau181, CSF and serum NfL were also collected at baseline.</p><p><strong>Results: </strong>Times of reaction <b>(</b> T50 and TTT) and AUC respectively were shorter and larger in DM subtype compared to IM/MMP subtype. The difference in amplification parameters at baseline was more evident when comparing subtypes based on the 10-year clinical features (T50, η2=0.036; TTT, η2=0.031; AUC, η2=0.033; all p values < 0.05) than when comparing subtypes based on the baseline clinical features (T50, η2=0.012; TTT, η2=0.012; AUC, η2=0.013; all p<0.05). Shorter T50 and TTT assessed at baseline were associated with a greater risk of DM subtype versus MMP at 10-year follow-up (T50, OR=3.286, p=0.010; TTT, OR=4.586, p=0.001). CSF Aβ1-42, tTau, pTau181, CSF and Serum NfL did not differ between groups.</p><p><strong>Conclusions and relevance: </strong>CSF-αSyn-SAA parameters collected at baseline predicted the long-term progression of PD. In detail, faster reactions were associated with a severer 10-year phenotype of PD considering motor, cognitive, sleep and dysautonomia features.</p><p><strong>Key points: </strong><b>Question:</b> Can the parameters of alpha-synuclein seed amplification assay on CSF (CSF-αSyn-SAA) predict the long-term evolution of Parkinson's Disease (PD) clinical subtypes?<b>Findings:</b> In this retrospective, longitudinal study including 323 PD subjects from the PPMI cohort, we found that faster CSF-αSyn-SAA reactions at baseline were associated with a greater risk of developing a diffuse malignant phenotype with severer motor, cognitive, sleep and dysautonomia features after 10 years.<b>Meaning:</b> CSF-αSyn-SAA parameters might predict the long-term clinical progression of PD.</p>","PeriodicalId":94281,"journal":{"name":"medRxiv : the preprint server for health sciences","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11974992/pdf/","citationCount":"0","resultStr":"{\"title\":\"Amplification parameters of the alpha-synuclein seed amplification assay on CSF predict the clinical subtype of Parkinson's Disease at 10-year follow-up.\",\"authors\":\"Piergiorgio Grillo, Giulietta Maria Riboldi, Antonio Pisani, Un Jung Kang, Seyed-Mohammad Fereshtehnejad\",\"doi\":\"10.1101/2025.03.27.25324778\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Importance: </strong>Data-driven approaches identified Mild Motor Predominant (MMP), Intermediate (IM) and Diffuse Malignant (DM) as subtypes of Parkinson's Disease (PD) with a different degree of motor and non-motor impairment at time of diagnosis. It is not clear whether subtypes remain stable over time nor whether they represent distinct biological substrates. The recent introduction of alpha-synuclein seed amplification assay on CSF (CSF-αSyn-SAA) might provide further insights.</p><p><strong>Objective: </strong>To assess the association between the parameters of CSF-αSyn-SAA collected at baseline and the clinical evolution of PD subtypes for 10 years.</p><p><strong>Design: </strong>Retrospective, longitudinal, cohort study.</p><p><strong>Setting: </strong>Data were collected from the Parkinson's Progression Marker Initiative (PPMI) cohort.</p><p><strong>Participants: </strong>Subjects with a sporadic form of PD and positivity on CSF-αSyn-SAA (n=323) were included.</p><p><strong>Exposure: </strong>clinical and biochemical data available in the PPMI dataset.</p><p><strong>Main outcome and measure: </strong>PD participants were classified as MMP, IM and DM at baseline (n=323) and 10-year follow-up (n=146), based on previously published motor summary score and three non-motor features (cognitive impairment, RBD and dysautonomia). CSF-αSyn-SAA parameters were collected at baseline, including Fmax (maximum fluorescence), T50 (time to reach 50% of Fmax), TTT (time to threshold), Slope, and AUC (area under the curve). CSF Aβ1-42, tTau, pTau181, CSF and serum NfL were also collected at baseline.</p><p><strong>Results: </strong>Times of reaction <b>(</b> T50 and TTT) and AUC respectively were shorter and larger in DM subtype compared to IM/MMP subtype. The difference in amplification parameters at baseline was more evident when comparing subtypes based on the 10-year clinical features (T50, η2=0.036; TTT, η2=0.031; AUC, η2=0.033; all p values < 0.05) than when comparing subtypes based on the baseline clinical features (T50, η2=0.012; TTT, η2=0.012; AUC, η2=0.013; all p<0.05). Shorter T50 and TTT assessed at baseline were associated with a greater risk of DM subtype versus MMP at 10-year follow-up (T50, OR=3.286, p=0.010; TTT, OR=4.586, p=0.001). CSF Aβ1-42, tTau, pTau181, CSF and Serum NfL did not differ between groups.</p><p><strong>Conclusions and relevance: </strong>CSF-αSyn-SAA parameters collected at baseline predicted the long-term progression of PD. In detail, faster reactions were associated with a severer 10-year phenotype of PD considering motor, cognitive, sleep and dysautonomia features.</p><p><strong>Key points: </strong><b>Question:</b> Can the parameters of alpha-synuclein seed amplification assay on CSF (CSF-αSyn-SAA) predict the long-term evolution of Parkinson's Disease (PD) clinical subtypes?<b>Findings:</b> In this retrospective, longitudinal study including 323 PD subjects from the PPMI cohort, we found that faster CSF-αSyn-SAA reactions at baseline were associated with a greater risk of developing a diffuse malignant phenotype with severer motor, cognitive, sleep and dysautonomia features after 10 years.<b>Meaning:</b> CSF-αSyn-SAA parameters might predict the long-term clinical progression of PD.</p>\",\"PeriodicalId\":94281,\"journal\":{\"name\":\"medRxiv : the preprint server for health sciences\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-03-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11974992/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"medRxiv : the preprint server for health sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1101/2025.03.27.25324778\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv : the preprint server for health sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2025.03.27.25324778","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Amplification parameters of the alpha-synuclein seed amplification assay on CSF predict the clinical subtype of Parkinson's Disease at 10-year follow-up.
Importance: Data-driven approaches identified Mild Motor Predominant (MMP), Intermediate (IM) and Diffuse Malignant (DM) as subtypes of Parkinson's Disease (PD) with a different degree of motor and non-motor impairment at time of diagnosis. It is not clear whether subtypes remain stable over time nor whether they represent distinct biological substrates. The recent introduction of alpha-synuclein seed amplification assay on CSF (CSF-αSyn-SAA) might provide further insights.
Objective: To assess the association between the parameters of CSF-αSyn-SAA collected at baseline and the clinical evolution of PD subtypes for 10 years.
Setting: Data were collected from the Parkinson's Progression Marker Initiative (PPMI) cohort.
Participants: Subjects with a sporadic form of PD and positivity on CSF-αSyn-SAA (n=323) were included.
Exposure: clinical and biochemical data available in the PPMI dataset.
Main outcome and measure: PD participants were classified as MMP, IM and DM at baseline (n=323) and 10-year follow-up (n=146), based on previously published motor summary score and three non-motor features (cognitive impairment, RBD and dysautonomia). CSF-αSyn-SAA parameters were collected at baseline, including Fmax (maximum fluorescence), T50 (time to reach 50% of Fmax), TTT (time to threshold), Slope, and AUC (area under the curve). CSF Aβ1-42, tTau, pTau181, CSF and serum NfL were also collected at baseline.
Results: Times of reaction ( T50 and TTT) and AUC respectively were shorter and larger in DM subtype compared to IM/MMP subtype. The difference in amplification parameters at baseline was more evident when comparing subtypes based on the 10-year clinical features (T50, η2=0.036; TTT, η2=0.031; AUC, η2=0.033; all p values < 0.05) than when comparing subtypes based on the baseline clinical features (T50, η2=0.012; TTT, η2=0.012; AUC, η2=0.013; all p<0.05). Shorter T50 and TTT assessed at baseline were associated with a greater risk of DM subtype versus MMP at 10-year follow-up (T50, OR=3.286, p=0.010; TTT, OR=4.586, p=0.001). CSF Aβ1-42, tTau, pTau181, CSF and Serum NfL did not differ between groups.
Conclusions and relevance: CSF-αSyn-SAA parameters collected at baseline predicted the long-term progression of PD. In detail, faster reactions were associated with a severer 10-year phenotype of PD considering motor, cognitive, sleep and dysautonomia features.
Key points: Question: Can the parameters of alpha-synuclein seed amplification assay on CSF (CSF-αSyn-SAA) predict the long-term evolution of Parkinson's Disease (PD) clinical subtypes?Findings: In this retrospective, longitudinal study including 323 PD subjects from the PPMI cohort, we found that faster CSF-αSyn-SAA reactions at baseline were associated with a greater risk of developing a diffuse malignant phenotype with severer motor, cognitive, sleep and dysautonomia features after 10 years.Meaning: CSF-αSyn-SAA parameters might predict the long-term clinical progression of PD.