Furfari Anthony, Wan Bo Angela, Ding Keyue, Wong Andrew, Zhu Liting, Bezjak Andrea, Wong Rebecca, Wilson Carolyn F, DeAngelis Carlo, Azad Azar, Chow Edward, Charames George S
Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada.
Canadian Clinical Trials Group, Cancer Research Institute, Queen's University, Kingston, Ontario, Canada.
Ann Palliat Med. 2017 Dec;6(Suppl 2):S248-S256. doi: 10.21037/apm.2017.09.01. Epub 2017 Sep 28.
Patients with bone metastases undergoing palliative radiation therapy (RT) may experience changes in both the functional and symptomatic aspects of quality of life (QOL). The European Organization of Cancer Research and Treatment (EORTC) QOL Questionnaire Core-15 Palliative (QLQ-C15-PAL) is a validated questionnaire employed to assess QOL specifically in palliative patients. Our study aimed to identify single-nucleotide variant (SNV) genetic biomarkers associated with changes in QOL and pain.
Fifty-two patients who received a single 8-Gy RT for painful bone metastases completed the EORTC QOL-C15-PAL questionnaire prior to randomization and at 42-day post RT. Saliva samples obtained at day of RT were sequenced, and SNVs from genes involved in inflammation, radiation response, immune response, DNA damage, or QOL were assessed for association with changes in global QOL or the pain scale items using the Cochran-Armitage trend test. The penalized LASSO method with minimum Bayesian information criterion was used to select a multi-SNV model out of significant SNVs (P<0.005) and to produce prognostic scores for patients that categorized them into risk groups of low, middle, and high.
The multivariable model predicting global QOL included 14 SNVs, of which HS1BP3 rs35579164 G:C and ABCA1 rs2230805 C>T had the largest positive and negative effect sizes, respectively (HS1BP3: 8.21, ABCA1: -3.44). The model for the response of QOL pain item included 8 SNVs, of which PLAUR rs4760 A>G and ELAC2rs11545302 had the largest positive and negative effect sizes, respectively (PLAUR: 5.23; ELAC: -3.84). The patients' risk groups were highly predictive of QOL response (P<0.0001) and pain item response (P<0.0001). In logistic regression analysis accounting for baseline factors of gender and primary cancer site, the global QOL risk group predicts pain response after RT [OR: 2.1, 95% confidence interval (CI): 1.2-3.9, P=0.015], but the QOL pain item risk group did not (OR: 0.93; 95% CI: 0.5-1.6, P=0.79). The multi-SNVs model included SNVs from genes involved in metabolism, membrane transport, cell cycle control, ciliary structure, and gene expression regulation.
SNVs were significantly associated with changes in global QOL of global domain and pain item in patients with bone metastases. Identification of genetic biomarkers predictive of QOL items may allow patients and health care providers anticipate and better address the needs of the palliative cancer patient population.
接受姑息性放射治疗(RT)的骨转移患者在生活质量(QOL)的功能和症状方面可能会发生变化。欧洲癌症研究与治疗组织(EORTC)生活质量问卷核心-15姑息版(QLQ-C15-PAL)是一种经过验证的问卷,专门用于评估姑息患者的生活质量。我们的研究旨在确定与生活质量和疼痛变化相关的单核苷酸变异(SNV)遗传生物标志物。
52例因疼痛性骨转移接受单次8 Gy RT的患者在随机分组前和RT后42天完成了EORTC QOL-C15-PAL问卷。对RT当天采集的唾液样本进行测序,并使用 Cochr an-Armitage趋势检验评估参与炎症、辐射反应、免疫反应、DNA损伤或生活质量的基因中的SNV与总体生活质量或疼痛量表项目变化的关联。采用具有最小贝叶斯信息准则的惩罚性LASSO方法从显著的SNV(P<0.005)中选择多SNV模型,并为患者生成预后评分,将其分为低、中、高风险组。
预测总体生活质量的多变量模型包括14个SNV,其中HS1BP3 rs35579164 G:C和ABCA1 rs2230805 C>T分别具有最大的正向和负向效应大小(HS1BP3:8.21,ABCA1:-3.44)。生活质量疼痛项目反应模型包括8个SNV,其中PLAUR rs4760 A>G和ELAC2rs11545302分别具有最大的正向和负向效应大小(PLAUR:5.23;ELAC:-3.84)。患者的风险组对生活质量反应(P<0.0001)和疼痛项目反应(P<0.0001)具有高度预测性。在考虑性别和原发癌部位等基线因素的逻辑回归分析中,总体生活质量风险组可预测RT后的疼痛反应[比值比(OR):2.1,95%置信区间(CI):1.2-3.9,P=0.015],但生活质量疼痛项目风险组则不能(OR:0.93;95%CI:0.5-1.6,P=0.79)。多SNV模型包括来自参与代谢、膜转运、细胞周期控制、纤毛结构和基因表达调控的基因的SNV。
SNV与骨转移患者总体生活质量领域和疼痛项目的变化显著相关。识别预测生活质量项目的遗传生物标志物可能使患者和医疗保健提供者能够预测并更好地满足姑息性癌症患者群体的需求。