Melanie Astalosch, Mahta Mousavi, Luísa Martins Ribeiro, Gerd-Helge Schneider, Heiner Stuke, Stefan Haufe, Friedrich Borchers, Claudia Spies, Judith von Hofen-Hohloch, Bassam Al-Fatly, Georg Ebersbach, Christiana Franke, Andrea A Kühn, Dorothee Kübler-Weller
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Preoperatively, general, PD- and surgery-specific predictors were recorded. Montreal Cognitive Assessment and the neuropsychological test battery CANTAB ConnectTM were used to test domain-specific cognition. Volumes of the cholinergic basal forebrain were calculated with voxel-based morphometry. POD severity was recorded with the delirium scales Confusion Assessment Method for Intensive Care Unit (CAM-ICU) and Nursing Delirium Scale (NU-DESC). Spearman correlations were calculated for univariate analysis of predictors and POD severity and linear regression with elastic net regularization and leave-one-out cross-validation was performed to fit a multivariable model.</p><p><strong>Results: </strong>21 patients (36.8%) showed mainly mild courses of POD following DBS. Correlation between predicted and true POD severity was significant (spearman rho = 0.365, p = 0.001). Influential predictors were age (p < 0.001), deficits in attention and motor speed (p = 0.002), visual learning (p = 0.036) as well as working memory (p < 0.001), Nucleus basalis of Meynert volumes (p = 0.003) and burst suppression (p = 0.005).</p><p><strong>Conclusions: </strong>General but also PD- and surgery-specific factors were predictive of POD severity. These findings underline the multifaceted etiology of POD after DBS in PD. Valid predictive models must therefore consider general, PD- and surgery-specific factors.</p>","PeriodicalId":16660,"journal":{"name":"Journal of Parkinson's disease","volume":" ","pages":"1175-1192"},"PeriodicalIF":4.0000,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11380232/pdf/","citationCount":"0","resultStr":"{\"title\":\"Risk Factors for Postoperative Delirium Severity After Deep Brain Stimulation Surgery in Parkinson's Disease.\",\"authors\":\"Melanie Astalosch, Mahta Mousavi, Luísa Martins Ribeiro, Gerd-Helge Schneider, Heiner Stuke, Stefan Haufe, Friedrich Borchers, Claudia Spies, Judith von Hofen-Hohloch, Bassam Al-Fatly, Georg Ebersbach, Christiana Franke, Andrea A Kühn, Dorothee Kübler-Weller\",\"doi\":\"10.3233/JPD-230276\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Postoperative delirium (POD) is a serious complication following deep brain stimulation (DBS) but only received little attention. Its main risk factors are higher age and preoperative cognitive deficits. These are also main risk factors for long-term cognitive decline after DBS in Parkinson's disease (PD).</p><p><strong>Objective: </strong>To identify risk factors for POD severity after DBS surgery in PD.</p><p><strong>Methods: </strong>57 patients underwent DBS (21 female; age 60.2±8.2; disease duration 10.5±5.9 years). Preoperatively, general, PD- and surgery-specific predictors were recorded. Montreal Cognitive Assessment and the neuropsychological test battery CANTAB ConnectTM were used to test domain-specific cognition. Volumes of the cholinergic basal forebrain were calculated with voxel-based morphometry. POD severity was recorded with the delirium scales Confusion Assessment Method for Intensive Care Unit (CAM-ICU) and Nursing Delirium Scale (NU-DESC). Spearman correlations were calculated for univariate analysis of predictors and POD severity and linear regression with elastic net regularization and leave-one-out cross-validation was performed to fit a multivariable model.</p><p><strong>Results: </strong>21 patients (36.8%) showed mainly mild courses of POD following DBS. Correlation between predicted and true POD severity was significant (spearman rho = 0.365, p = 0.001). Influential predictors were age (p < 0.001), deficits in attention and motor speed (p = 0.002), visual learning (p = 0.036) as well as working memory (p < 0.001), Nucleus basalis of Meynert volumes (p = 0.003) and burst suppression (p = 0.005).</p><p><strong>Conclusions: </strong>General but also PD- and surgery-specific factors were predictive of POD severity. These findings underline the multifaceted etiology of POD after DBS in PD. Valid predictive models must therefore consider general, PD- and surgery-specific factors.</p>\",\"PeriodicalId\":16660,\"journal\":{\"name\":\"Journal of Parkinson's disease\",\"volume\":\" \",\"pages\":\"1175-1192\"},\"PeriodicalIF\":4.0000,\"publicationDate\":\"2024-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11380232/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Parkinson's disease\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.3233/JPD-230276\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"NEUROSCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Parkinson's disease","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3233/JPD-230276","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 0
摘要
背景:术后谵妄(POD)是脑深部刺激(DBS)术后的一种严重并发症,但很少受到关注。其主要风险因素是高龄和术前认知障碍。这些也是帕金森病(PD)DBS术后长期认知功能下降的主要风险因素:方法:57 名患者接受了 DBS(21 名女性;年龄 60.2±8.2;病程 10.5±5.9)。术前记录了一般、PD 和手术特异性预测因素。蒙特利尔认知评估和神经心理测试CANTAB ConnectTM用于测试特定领域的认知能力。胆碱能基底前脑的体积是通过体素形态计量法计算得出的。用重症监护室谵妄量表(CAM-ICU)和护理谵妄量表(NU-DESC)记录POD严重程度。在对预测因素和 POD 严重程度进行单变量分析时,计算了斯皮尔曼相关性;在拟合多变量模型时,进行了弹性网正则化线性回归和一出交叉验证。预测的 POD 严重程度与真实的 POD 严重程度之间存在显著相关性(spearman rho = 0.365,p = 0.001)。影响预测结果的因素有年龄(P 结论:年龄是影响预测结果的主要因素:预测 POD 严重程度的因素不仅有一般因素,还有 PD 和手术特异性因素。这些发现强调了 PD DBS 术后 POD 的多方面病因。因此,有效的预测模型必须考虑一般、PD 和手术特异性因素。
Risk Factors for Postoperative Delirium Severity After Deep Brain Stimulation Surgery in Parkinson's Disease.
Background: Postoperative delirium (POD) is a serious complication following deep brain stimulation (DBS) but only received little attention. Its main risk factors are higher age and preoperative cognitive deficits. These are also main risk factors for long-term cognitive decline after DBS in Parkinson's disease (PD).
Objective: To identify risk factors for POD severity after DBS surgery in PD.
Methods: 57 patients underwent DBS (21 female; age 60.2±8.2; disease duration 10.5±5.9 years). Preoperatively, general, PD- and surgery-specific predictors were recorded. Montreal Cognitive Assessment and the neuropsychological test battery CANTAB ConnectTM were used to test domain-specific cognition. Volumes of the cholinergic basal forebrain were calculated with voxel-based morphometry. POD severity was recorded with the delirium scales Confusion Assessment Method for Intensive Care Unit (CAM-ICU) and Nursing Delirium Scale (NU-DESC). Spearman correlations were calculated for univariate analysis of predictors and POD severity and linear regression with elastic net regularization and leave-one-out cross-validation was performed to fit a multivariable model.
Results: 21 patients (36.8%) showed mainly mild courses of POD following DBS. Correlation between predicted and true POD severity was significant (spearman rho = 0.365, p = 0.001). Influential predictors were age (p < 0.001), deficits in attention and motor speed (p = 0.002), visual learning (p = 0.036) as well as working memory (p < 0.001), Nucleus basalis of Meynert volumes (p = 0.003) and burst suppression (p = 0.005).
Conclusions: General but also PD- and surgery-specific factors were predictive of POD severity. These findings underline the multifaceted etiology of POD after DBS in PD. Valid predictive models must therefore consider general, PD- and surgery-specific factors.
期刊介绍:
The Journal of Parkinson''s Disease (JPD) publishes original research in basic science, translational research and clinical medicine in Parkinson’s disease in cooperation with the Journal of Alzheimer''s Disease. It features a first class Editorial Board and provides rigorous peer review and rapid online publication.