Diels J, Hamberg P, Ford D, Price P Wheatley, Spencer M, Dass R N
Janssen Pharmaceutica NV, Beerse, Belgium,
Qual Life Res. 2015 Mar;24(3):591-8. doi: 10.1007/s11136-014-0794-5. Epub 2014 Oct 19.
To construct a model to predict preference-adjusted EuroQol 5D (EQ-5D) health utilities for patients with metastatic castrate-resistant prostate cancer (mCRPC) using the disease-specific health-related quality of life (HRQoL) measure, functional assessment of cancer therapy-prostate (FACT-P).
HRQoL data were collected from patients with mCRPC who were enrolled in an observational study conducted in 47 centers across six European Union countries. Utility values were generated using a UK-specific EQ-5D value set. The predictive validity of the five FACT-P subscales, patient demographics, comorbidities and prior chemotherapy was tested using ordinary least squares (OLS), median, Gamma and Tobit multivariate regression models.
FACT-P and EQ-5D questionnaires were completed by 602 (86 %) patients. Mean age [standard deviation (SD)] was 72.1 (7.9) years, mean time from diagnosis (SD) was 5.4 (4.4) years, and mean time since failure of androgen deprivation therapy (SD) was 1.0 (1.6) years. At study inclusion, 39 % of patients were chemotherapy-naïve, 37 % were undergoing chemotherapy, and 24 % were post-chemotherapy. Mean FACT-P and EQ-5D utility values were 104 and 0.66, respectively. OLS regression was the best-performing model, explaining 61.2 % of the observed EQ-5D variation. All FACT-P subscales were significantly predictive; the physical and functional well-being subscales had the highest explanatory value (coefficient 0.023 and 0.001, respectively, p < 0.0001). The other variables did not add additional explanatory value.
The algorithm developed enables translation of cancer-specific HRQoL measures to preference-adjusted health status in patients with mCRPC. The function may be useful in calculating EQ-5D scores when EQ-5D data have not been gathered directly.
构建一个模型,使用特定疾病的健康相关生活质量(HRQoL)测量工具——癌症治疗功能评估-前列腺(FACT-P),预测转移性去势抵抗性前列腺癌(mCRPC)患者的偏好调整后的欧洲五维健康量表(EQ-5D)健康效用值。
从参与在欧盟六个国家47个中心开展的一项观察性研究的mCRPC患者中收集HRQoL数据。使用英国特定的EQ-5D值集生成效用值。使用普通最小二乘法(OLS)、中位数、伽马和托比特多元回归模型测试五个FACT-P子量表、患者人口统计学特征、合并症和既往化疗的预测效度。
602名(86%)患者完成了FACT-P和EQ-5D问卷。平均年龄[标准差(SD)]为72.1(7.9)岁,从诊断开始的平均时间(SD)为5.4(4.4)年,雄激素剥夺治疗失败后的平均时间(SD)为1.0(1.6)年。在纳入研究时,39%的患者未接受过化疗,37%的患者正在接受化疗,24%的患者已接受过化疗。FACT-P和EQ-5D效用值的平均值分别为104和0.66。OLS回归是表现最佳的模型,解释了观察到的EQ-5D变异的61.2%。所有FACT-P子量表均具有显著预测性;身体和功能幸福感子量表的解释价值最高(系数分别为0.023和0.001,p<0.0001)。其他变量未增加额外的解释价值。
所开发的算法能够将特定癌症的HRQoL测量值转化为mCRPC患者的偏好调整后的健康状况。当未直接收集EQ-5D数据时,该功能可能有助于计算EQ-5D分数。