School of Nursing, Shanghai Jiao Tong University, Shanghai, China.
Center for Translational Science, Children's National Health System, The George Washington University, Washington, DC, USA.
Support Care Cancer. 2020 Nov;28(11):5147-5156. doi: 10.1007/s00520-020-05332-0. Epub 2020 Feb 14.
This study aimed to identify unobserved distinct latent classes/subgroups of breast cancer (BC) patients in China with respect to various sexual health measures and examine the association of the latent membership with individual characteristics.
In a cross-sectional study, 123 BC patients were analyzed. Their sexual health was measured using the Female Sexual Functioning Index (FSFI). Latent class analysis (LCA) was used to examine the patterns of sexual health in patients. Associations of the latent class membership with individual characteristics were examined using multinomial logistic regression.
Three a priori unknown distinct latent classes of patients were identified with respect to the 19 FSFI sexual health measures: 50 patients (41.6%) were classified in class 1 "No Impairment Group," 49 patients (39.4%) in class 2 "Organic Sexual Dysfunction Group," and 24 patients (19.1%) in class 3 "Poor Sexual Health Group." Income and anxiety were positively, whereas disease duration was negatively associated with the likelihood of being in class 2 than in class 1, patients with recurrence of cancer were likely to be in classes 2 and 3. Patients classified in class 3 were more likely to have better prior body image and have more severe menopausal symptoms, whereas less likely to have better post body image and have better partner relationships.
The findings revealed the heterogeneity of sexual health among BC patients in China and may guide to identify the high-risk patients and enable early intervention.
本研究旨在识别中国乳腺癌(BC)患者在各种性健康措施方面未被观察到的独特潜在类别/亚组,并探讨潜在成员身份与个体特征的关联。
在一项横断面研究中,对 123 名 BC 患者进行了分析。使用女性性功能指数(FSFI)测量他们的性健康。采用潜在类别分析(LCA)检查患者的性健康模式。使用多项逻辑回归检查潜在类别成员与个体特征的关联。
根据 19 项 FSFI 性健康测量,确定了三个事先未知的独特患者潜在类别:50 名患者(41.6%)被归类为第 1 类“无损伤组”,49 名患者(39.4%)被归类为第 2 类“器质性性性功能障碍组”,24 名患者(19.1%)被归类为第 3 类“性健康不良组”。收入和焦虑呈正相关,而疾病持续时间呈负相关,与第 1 类相比,第 2 类患者的可能性更高,癌症复发的患者更有可能处于第 2 类和第 3 类。被归类为第 3 类的患者更有可能有更好的先前身体形象,且有更严重的更年期症状,而不太可能有更好的术后身体形象和更好的伴侣关系。
研究结果揭示了中国 BC 患者性健康的异质性,并可能有助于识别高危患者并实现早期干预。