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对心理变量进行聚类分析以识别神经病理性疼痛的特征:一项针对纤维肌痛、慢性头痛和外阴痛女性的横断面研究。

A cluster analysis of psychological variables to identify profiles of Nociplastic pain: A cross-sectional study in women with fibromyalgia, chronic headache and vulvodynia.

作者信息

Nimbi Filippo Maria, Palla Luigi, Bottiroli Sara, Castelli Lorys, Sarzi-Puttini Piercarlo, Galli Federica

机构信息

Department of Theoretical and Applied Sciences (DiSTA), eCampus University, Novedrate, Italy.

Department Public Health and Infectious Diseases, University of Rome La Sapienza, Italy.

出版信息

J Psychosom Res. 2025 Aug;195:112203. doi: 10.1016/j.jpsychores.2025.112203. Epub 2025 Jun 25.

Abstract

BACKGROUND

Nociplastic pain (NP) arises from altered nociceptive processing without detectable tissue damage and is common in conditions such as fibromyalgia (FM), vulvodynia (VU), and chronic headaches (CH).

OBJECTIVES

This study aimed to identify subgroups of NP patients using cluster analysis based on psychological variables, including central sensitivity syndrome manifestations, environmental sensitivity, traumatic experiences, personality traits, defense mechanisms, and alexithymia. A secondary aim was to compare these clusters with clinical diagnoses (FM, CH, VU, and comorbid cases) to explore potential overlaps between psychological profiles and conditions.

METHODS

A total of 895 Italian women were recruited via snowball sampling through patient associations. Participants completed a web survey featuring self-administered psychological measures assessing central sensitivity, environmental sensitivity, traumatic experiences, personality traits, defense mechanisms, and alexithymia.

RESULTS

Cluster analysis identified three meaningful groups-"severe," "moderate," and "mild" psychological impairment-based on 20 psychological variables. A one-way MANOVA revealed significant differences among clusters, with central sensitization, alexithymia, and personality traits contributing most to the variance. Chi-square analysis showed significant differences in the distribution of NP conditions across clusters. FM and comorbid cases were associated with "moderate" and "severe" impairment clusters, indicating more compromised psychological profiles compared to other conditions.

CONCLUSIONS

These findings highlight the presence of distinct psychological profiles within NP conditions, supporting the need for a multidimensional approach to assessment and treatment. Tailored psychological interventions addressing these profiles could improve outcomes for NP patients.

摘要

背景

神经可塑性疼痛(NP)源于伤害性感受处理过程的改变,且无可检测到的组织损伤,在纤维肌痛(FM)、外阴痛(VU)和慢性头痛(CH)等病症中较为常见。

目的

本研究旨在基于心理变量,包括中枢敏化综合征表现、环境敏感性、创伤经历、人格特质、防御机制和述情障碍,通过聚类分析确定NP患者的亚组。次要目的是将这些聚类与临床诊断(FM、CH、VU和共病病例)进行比较,以探索心理特征与病症之间的潜在重叠。

方法

通过患者协会采用滚雪球抽样法招募了895名意大利女性。参与者完成了一项网络调查,其中包含自我管理的心理测量方法,用于评估中枢敏感性、环境敏感性、创伤经历、人格特质、防御机制和述情障碍。

结果

聚类分析基于20个心理变量确定了三个有意义的组——“重度”、“中度”和“轻度”心理损伤。单因素多变量方差分析显示聚类之间存在显著差异,中枢敏化、述情障碍和人格特质对差异的贡献最大。卡方分析显示NP病症在各聚类中的分布存在显著差异。FM和共病病例与“中度”和“重度”损伤聚类相关,表明与其他病症相比,其心理特征受损更严重。

结论

这些发现突出了NP病症中存在不同的心理特征,支持采用多维评估和治疗方法的必要性。针对这些特征的定制心理干预措施可能会改善NP患者的治疗效果。

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