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间质性膀胱炎/膀胱疼痛综合征和慢性前列腺炎/慢性盆腔疼痛综合征患者的聚类。

Clustering of Patients with Interstitial Cystitis/Bladder Pain Syndrome and Chronic Prostatitis/Chronic Pelvic Pain Syndrome.

机构信息

Department of Anesthesiology, Washington University School of Medicine, St. Louis, Missouri.

Division of Urologic Surgery, Department of Surgery, Washington University School of Medicine, St. Louis, Missouri.

出版信息

J Urol. 2019 Sep;202(3):546-551. doi: 10.1097/JU.0000000000000250. Epub 2019 Aug 8.

Abstract

PURPOSE

We performed clustering analysis of patient symptoms to discover common patient subtypes in females and males with interstitial cystitis/bladder pain syndrome or chronic prostatitis/chronic pelvic pain syndrome.

MATERIALS AND METHODS

The clinical variables included in k-means clustering were urological pain severity, urinary urgency, frequency and nonurological pain, each on a 0 to 10 numerical rating scale, and a yes or no response to each of the 6 UPOINT (Urological Treatment Program for Chronic Prostatitis) domains, including the urinary, psychosocial, organ specific, infection, neurological/systemic and skeletal muscle tenderness domains.

RESULTS

Included in study were 211 patients seeking care of interstitial cystitis/bladder pain syndrome or chronic prostatitis/chronic pelvic pain syndrome. The k-means clustering algorithm identified 3 clusters of patients with interstitial cystitis/bladder pain syndrome and chronic prostatitis/chronic pelvic pain syndrome, including 1) a mild pelvic symptom cluster in about 30% of patients, 2) a severe pelvic symptom cluster in about 40% and 3) a systemic symptom cluster in about 30%. Patients in the systemic cluster were younger by about 5 to 7 years and more likely to be female. They had the most severe urinary symptoms (urgency, frequency and painful bladder filling), and the most severe pelvic and nonpelvic pain. They were also more likely to have chronic overlapping pain conditions, psychosocial issues (depression, anxiety and somatic symptoms) and poorer quality of life than patients in the 2 other pelvic clusters. They were not less likely to have Hunner lesions in the bladder.

CONCLUSIONS

Symptom based clustering identified 3 clusters of patients with interstitial cystitis/bladder pain syndrome and chronic prostatitis/chronic pelvic pain syndrome. These patient subtypes had different pelvic and systemic presentations. Patients in the systemic cluster may benefit from interdisciplinary therapies. Future studies are needed to elucidate differences in pathophysiology among these clusters.

摘要

目的

我们对患者症状进行聚类分析,以发现女性和男性间质性膀胱炎/膀胱疼痛综合征或慢性前列腺炎/慢性盆腔疼痛综合征患者的常见亚型。

材料与方法

k-均值聚类分析中包含的临床变量包括泌尿疼痛严重程度、尿急、频率和非泌尿疼痛,每项均采用 0 到 10 的数字评分量表进行评估,以及对 UPOINT(慢性前列腺炎治疗计划)的 6 个领域(包括泌尿、心理社会、器官特异性、感染、神经/全身和骨骼肌压痛领域)中的每一个的是/否回答。

结果

本研究纳入了 211 名寻求间质性膀胱炎/膀胱疼痛综合征或慢性前列腺炎/慢性盆腔疼痛综合征治疗的患者。k-均值聚类算法确定了间质性膀胱炎/膀胱疼痛综合征和慢性前列腺炎/慢性盆腔疼痛综合征患者的 3 个聚类,包括 1)约 30%的患者存在轻度盆腔症状群,2)约 40%的患者存在严重盆腔症状群,以及 3)约 30%的患者存在全身症状群。全身性症状群患者的年龄约年轻 5 至 7 岁,且更可能为女性。他们的泌尿症状(尿急、尿频和疼痛性膀胱充盈)最严重,盆腔和非盆腔疼痛最严重。他们也更有可能患有慢性重叠疼痛疾病、心理社会问题(抑郁、焦虑和躯体症状)以及生活质量较差,与其他 2 个盆腔聚类的患者相比。他们的膀胱中 Hunner 病变并不少见。

结论

基于症状的聚类分析确定了间质性膀胱炎/膀胱疼痛综合征和慢性前列腺炎/慢性盆腔疼痛综合征患者的 3 个聚类。这些患者亚型具有不同的盆腔和全身表现。全身性症状群患者可能受益于跨学科治疗。未来的研究需要阐明这些聚类之间在病理生理学方面的差异。

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