Sex differences in documented clinical features of memory clinic patients: a natural language processing study

IF 2.8 Q3 CLINICAL NEUROLOGY
Sanne Kuipers , L. Malin Overmars , Bram van Es , Sander C. Tan , Jet M.J. Vonk , Majon Muller , Mark C.H. de Groot , Wouter W. van Solinge , Saskia Haitjema , Michiel L. Bots , Geert Jan Biessels , Lieza G. Exalto
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Abstract

Introduction

Sex differences in signs and symptoms of cognitive impairment are well described in research cohorts, but whether they are reflected in routine clinical documentation is unknown.

Methods

We applied natural language processing to clinical letters from 915 memory clinic patients in the Utrecht Patient-Oriented Database. Sex differences in documented clinical features were assessed with logistic regression, with and without age adjustment. Benjamini–Hochberg correction was applied for multiple comparisons.

Results

We included 1036 clinical letters from 915 patients (47% women; mean age 66 ± 14 vs. 67 ± 13 years, p = 0.6). The most common clinical features were memory problems (56.5% overall) and forgetting intended actions (49.6%). After correction for multiple comparisons, no significant sex differences remained. At the nominal level, women more often had documentation of stress (OR 0.39), headache (OR 0.63), and calendar use for memory support (OR 0.66); men more often had documentation of getting angry easily (OR 1.72) and short-term memory problems (OR 1.70).

Discussion

This exploratory study identified suggestive but non-significant sex differences in documented clinical features in memory clinic practice. Differences may reflect variation in occurrence, reporting, or documentation habits, and warrant replication in larger, diagnosis-stratified samples.
记忆临床病人临床特征的性别差异:一项自然语言处理研究
在研究队列中,认知障碍体征和症状的性别差异得到了很好的描述,但它们是否反映在常规临床文献中尚不清楚。方法对乌得勒支病人导向数据库中915例记忆门诊病人的临床信函进行自然语言处理。在有和没有年龄调整的情况下,用逻辑回归评估记录的临床特征的性别差异。多组比较采用Benjamini-Hochberg校正。结果我们纳入了915例患者的1036封临床信函(47%为女性,平均年龄66±14岁比67±13岁,p = 0.6)。最常见的临床特征是记忆问题(56.5%)和忘记预期的行为(49.6%)。经过多次比较校正后,没有显著的性别差异。在名义水平上,女性更经常有压力(OR 0.39)、头痛(OR 0.63)和使用日历来支持记忆(OR 0.66)的记录;男性更容易生气(OR为1.72)和出现短期记忆问题(OR为1.70)。本探索性研究确定了记忆临床实践中记录的临床特征中暗含但不显著的性别差异。差异可能反映了发生、报告或记录习惯的差异,并保证在更大的诊断分层样本中进行复制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Cerebral circulation - cognition and behavior
Cerebral circulation - cognition and behavior Neurology, Clinical Neurology
CiteScore
2.00
自引率
0.00%
发文量
0
审稿时长
14 weeks
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