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贝叶斯方法在特发性震颤伴发震颤中的应用:TITAN 队列的初步分析。

A Bayesian approach to Essential Tremor plus: A preliminary analysis of the TITAN cohort.

机构信息

Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", Neuroscience Section, University of Salerno, Baronissi, SA, Italy.

Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy.

出版信息

Parkinsonism Relat Disord. 2022 Oct;103:73-76. doi: 10.1016/j.parkreldis.2022.08.030. Epub 2022 Aug 29.

Abstract

BACKGROUND

The construct of Essential Tremor plus (ET-plus) refers to patients who also have rest tremor and/or mild neurologic signs of unknown significance. It is unclear whether soft signs represent confounding factors or are useful in suspecting an alternative condition.

METHODS

Using a Bayesian approach to ET-plus patients recruited in The ITAlian tremor Network (TITAN), we analyzed the probability that these patients do not have ET.

RESULTS

The data of 274 ET-plus patients were extracted from the TITAN database. The majority of patients (240/274; 87.5%) had a single soft sign. The post-test probability of not having ET was different according to the specific soft sign: namely, 0.64 (rest tremor); 0.46 (questionable dystonia); 0.85 (questionable bradykinesia); 0.19 (soft gait impairment); and 0.09 (questionable cognitive issues). In patients with multiple soft signs, the post-test probability of not having ET was higher than 50% for 7 out of 11 combinations, accounting for 44.1% of subjects. Overall, the post-test probability of not having ET was higher than 50% in up to 71.5% of ET-plus patients.

DISCUSSION

We have here shown that: 1) the soft signs differently contribute in modulating the probability that a patient does not have ET; and 2) the effect of multiple soft signs are not always addictive. Future studies are needed to collect prevalence figures of soft signs in different neurological disorders as well as in the elderly and to calculate their value in predicting the development of an alternative tremor syndrome.

摘要

背景

震颤附加症(ET-plus)的概念是指同时存在静止性震颤和/或轻度神经体征但原因不明的患者。目前尚不清楚这些软性体征是混杂因素还是有助于怀疑其他疾病。

方法

我们采用贝叶斯方法分析了参加意大利震颤网络(TITAN)的 ET-plus 患者,以评估这些患者不患有 ET 的可能性。

结果

从 TITAN 数据库中提取了 274 例 ET-plus 患者的数据。大多数患者(240/274;87.5%)仅有单个软性体征。根据特定的软性体征,不患有 ET 的后验概率不同:即静止性震颤为 0.64;可疑的肌张力障碍为 0.46;可疑的运动迟缓为 0.85;可疑的步态障碍为 0.19;可疑的认知问题为 0.09。在存在多个软性体征的患者中,11 种组合中有 7 种的后验概率不患有 ET 高于 50%,占患者的 44.1%。总体而言,多达 71.5%的 ET-plus 患者不患有 ET 的后验概率高于 50%。

讨论

我们的研究结果表明:1)软性体征以不同的方式影响不患有 ET 的概率;2)多个软性体征的影响并非总是相加的。未来需要开展研究,以收集不同神经疾病以及老年人中软性体征的患病率数据,并计算其预测其他震颤综合征发生的价值。

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