Department of General Practice, Melbourne Medical School, University of Melbourne, Melbourne, Victoria, Australia; Centre for Cancer Research, University of Melbourne, Melbourne, Victoria, Australia.
Department of General Practice, Melbourne Medical School, University of Melbourne, Melbourne, Victoria, Australia; Centre for Cancer Research, University of Melbourne, Melbourne, Victoria, Australia.
Genet Med. 2022 Oct;24(10):2144-2154. doi: 10.1016/j.gim.2022.07.011. Epub 2022 Aug 10.
There is significant interest in the use of polygenic risk score (PRS) tests to improve cancer risk assessment and stratified prevention. Our current understanding of preferences regarding different aspects of this novel testing approach is limited. This study examined which attributes of a PRS test most influence the likelihood of testing.
A discrete choice experiment was developed to elicit preferences for different aspects of a PRS test by surveying an online sample of the Australian population. Preferences were assessed using mixed logistic regression, latent class analysis, and marginal willingness to pay.
The 1002 surveyed respondents were more likely to choose a PRS test that was more accurate, tested for multiple cancer types, and enabled cancer risk reduction through lifestyle modification, screening, or medication. There was also a preference for testing through a primary care physician rather than online or through a genetic specialist. A test that did not impact life insurance eligibility or premiums was preferred over the one that did.
This study found that the Australian population prefer a PRS test that is highly accurate, tests for multiple cancers, has noninvasive risk reduction measures, and is performed through primary care.
人们对使用多基因风险评分 (PRS) 测试来改善癌症风险评估和分层预防非常感兴趣。我们目前对这种新型测试方法的不同方面的偏好的理解是有限的。本研究通过调查澳大利亚人群的在线样本,研究了哪些 PRS 测试属性最能影响测试的可能性。
通过在线调查澳大利亚人群,开发了一项离散选择实验,以了解对 PRS 测试不同方面的偏好。使用混合逻辑回归、潜在类别分析和边际意愿支付来评估偏好。
接受调查的 1002 名受访者更有可能选择一种更准确、可检测多种癌症类型的 PRS 测试,并且可以通过生活方式改变、筛查或药物治疗来降低癌症风险。他们也更倾向于通过初级保健医生进行测试,而不是在线或通过遗传专家进行测试。不影响寿险资格或保费的测试比影响的测试更受欢迎。
本研究发现,澳大利亚人群更喜欢高度准确、可检测多种癌症、具有非侵入性降低风险措施且通过初级保健进行的 PRS 测试。