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膀胱过度活动症患者的聚类分析。

Clustering of patients with overactive bladder syndrome.

作者信息

Gross James, Vetter Joel M, Lai H Henry

机构信息

Division of Urologic Surgery, Department of Surgery, Washington University School of Medicine, 4960 Children's Place, Campus, Box 8242, St Louis, MO, 63110, USA.

Department of Anesthesiology, Washington University School of Medicine, St Louis, MO, USA.

出版信息

BMC Urol. 2021 Mar 19;21(1):41. doi: 10.1186/s12894-021-00812-9.

Abstract

BACKGROUND

Overactive bladder is a heterogenous condition with poorly characterized clinical phenotypes. To discover potential patient subtypes in patients with overactive bladder (OAB), we used consensus clustering of their urinary symptoms and other non-urologic factors.

METHODS

Clinical variables included in the k-means consensus clustering included OAB symptoms, urinary incontinence, anxiety, depression, psychological stress, somatic symptom burden, reported childhood traumatic exposure, and bladder pain.

RESULTS

48 OAB patients seeking care of their symptoms were included. k-means consensus clustering identified two clusters of OAB patients: a urinary cluster and a systemic cluster. The systemic cluster, which consisted of about half of the cohort (48%), was characterized by significantly higher psychosocial burden of anxiety (HADS-A, 9.5 vs. 3.7, p < 0.001), depression (HADS-D, 6.9 vs. 3.6, p < 0.001), psychological stress (PSS, 21.4 vs. 12.9, p < 0.001), somatic symptom burden (PSPS-Q, 28.0 vs. 7.5, p < 0.001), and reported exposure to traumatic stress as a child (CTES, 17.0 vs. 5.4, p < 0.001), compared to the urinary cluster. The systemic cluster also reported more intense bladder pain (3.3 vs. 0.8, p = 0.002), more widespread distribution of pain (34.8% vs. 4.0%, p = 0.009). The systemic cluster had worse urinary incontinence (ICIQ-UI, 14.0 vs. 10.7, p = 0.028) and quality of life (SF-36, 43.7 vs. 74.6, p < 0.001). The two clusters were indistinguishable by their urgency symptoms (ICIQ-OAB, OAB-q, IUSS, 0-10 ratings). The two OAB clusters were different from patients with IC/BPS (worse urgency incontinence and less pain).

CONCLUSIONS

The OAB population is heterogeneous and symptom-based clustering has identified two clusters of OAB patients (a systemic cluster vs. a bladder cluster). Understanding the pathophysiology of OAB subtypes may facilitate treatments.

摘要

背景

膀胱过度活动症是一种临床表型特征不明的异质性疾病。为了发现膀胱过度活动症(OAB)患者潜在的亚型,我们对他们的泌尿系统症状和其他非泌尿系统因素进行了一致性聚类分析。

方法

纳入K均值一致性聚类分析的临床变量包括OAB症状、尿失禁、焦虑、抑郁、心理压力、躯体症状负担、报告的童年创伤暴露以及膀胱疼痛。

结果

纳入48名因症状就诊的OAB患者。K均值一致性聚类分析确定了两类OAB患者:泌尿系统类和全身性类。全身性类约占队列的一半(48%),其特征为焦虑(医院焦虑抑郁量表-焦虑分量表[HADS-A],9.5对3.7,p<0.001)、抑郁(医院焦虑抑郁量表-抑郁分量表[HADS-D],6.9对3.6,p<0.001)、心理压力(感知压力量表[PSS],21.4对12.9,p<0.001)、躯体症状负担(患者健康问卷躯体症状量表[PSPS-Q],28.0对7.5,p<0.001)以及报告的童年创伤应激暴露(儿童创伤应激暴露量表[CTES],17.0对5.4,p<0.001)的心理社会负担显著高于泌尿系统类。全身性类还报告有更强烈的膀胱疼痛(3.3对0.8,p=0.002)、更广泛的疼痛分布(34.8%对4.0%,p=0.009)。全身性类的尿失禁情况(国际尿失禁咨询问卷-尿失禁部分[ICIQ-UI],14.0对10.7,p=0.028)和生活质量(健康调查简表[SF-36],43.7对74.6,p<0.001)更差。两类在尿急症状方面(国际尿失禁咨询问卷-膀胱过度活动症部分[ICIQ-OAB]、膀胱过度活动症问卷[OAB-q]、急迫性尿失禁严重程度量表[IUSS],0-10评分)无差异。这两类OAB患者与间质性膀胱炎/膀胱疼痛综合征(IC/BPS)患者不同(IC/BPS患者尿急失禁更严重且疼痛更少)。

结论

OAB人群具有异质性,基于症状的聚类分析确定了两类OAB患者(全身性类和膀胱类)。了解OAB亚型的病理生理学可能有助于治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5135/7980623/a3607736e1c1/12894_2021_812_Fig1_HTML.jpg

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