Ont Health Technol Assess Ser. 2024 Nov 7;24(8):1-306. eCollection 2024.
Non-small cell lung cancer (NSCLC) is the most common type of lung cancer, accounting for about 85% of all lung cancer cases. While some cases of NSCLC with actionable genomic alterations in the tumour cells may respond to standard therapies, they often show greater improvement with targeted therapies. The current standard of care in Ontario involves testing for actionable genomic alterations using both DNA and RNA panels via tissue testing alone. However, liquid biopsy testing may complement tissue testing by addressing some of its limitations. We conducted a health technology assessment of liquid biopsy testing using DNA panels for people with NSCLC, which included an evaluation of analytical validity, clinical validity, clinical utility, cost-effectiveness, the budget impact of publicly funding this technology, and patient preferences and values.
We performed a systematic literature search of the clinical evidence. We assessed the risk of bias of each included study using the QUADAS-2, QUADAS-C, ROBINS-I, and ROBINS-E tools and the quality of the body of evidence according to the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) Working Group criteria. We performed a systematic economic literature search and conducted a cost-utility analysis of 4 potential liquid biopsy testing strategies in which liquid biopsy testing was added to tissue testing in various ways; our model used a 20-year time horizon and was conducted from a public payer perspective. We also analyzed the budget impact of publicly funding liquid biopsy testing for people with NSCLC in Ontario. To contextualize the potential value of liquid biopsy testing, we spoke with people with NSCLC and family members and care partners of people with NSCLC.
We included 61 studies in the clinical evidence review. Liquid biopsy testing demonstrated a modest sensitivity in detecting actionable genomic alterations in the and genes (GRADE: Moderate to High). However, for the other genes assessed, the sensitivity was either low or uncertain (GRADE: Very Low to High). Liquid biopsy testing also showed an overall high concordance with tissue testing (GRADE: High). Further, liquid biopsy testing was found to improve partial response rates, stable disease rates, and progressive disease rates for people with NSCLC with actionable genomic alterations who were receiving matched targeted therapies (GRADE: Moderate). However, we are uncertain about the clinical validity of liquid biopsy testing in predicting prognosis with standard therapies (GRADE: Very Low). Compared with tissue testing alone, we estimate that all 4 of the potential liquid biopsy testing strategies we evaluated would be more expensive and associated with an increase in quality-adjusted life-years (QALYs). The incremental cost-effectiveness ratio (ICER) of the strategy in which liquid biopsy testing is provided only for people with insufficient tissue for tissue testing ("insufficient tissue") was $96,738 per additional QALY; ICER estimates for the other 3 strategies ("tissue-first," "liquid-first," and "combined") were all higher at $147,636, $157,267, and $173,032, respectively. All 4 potential liquid biopsy testing strategies had a chance of being cost-effective of less than 1% at a willingness-to-pay (WTP) of $50,000 per QALY gained; only the insufficient tissue strategy had a probability of being cost-effective of more than 50% at a WTP of $100,000 per QALY gained. We estimate that the 5-year budget impact of publicly funding the insufficient tissue strategy would be $13.72 million. Publicly funding the other strategies would result in a 5-year budget impact ranging from $110.13 million to $134.24 million. All interview participants viewed liquid biopsy positively. Participants perceived liquid biopsy testing as less invasive than tissue testing, and those who had undergone both tissue and liquid biopsy testing perceived that the turnaround time for results was quicker for liquid biopsy testing. Barriers to accessing liquid biopsy testing include lack of awareness, cost, and geography.
Liquid biopsy testing has moderate to high sensitivity for detecting actionable genomic alterations in the and genes (GRADE: Moderate to High) but low sensitivity for the and genes (GRADE: Low to High). The test has high concordance with tissue testing (87%-99%) but may miss some positive cases. We are uncertain about the clinical validity of liquid biopsy testing in predicting prognosis with standard therapies (GRADE: Very Low). However, we found that targeted therapies improve response rates (GRADE: Moderate) and survival (GRADE: Low) for people with NSCLC and actionable genomic alterations identified through liquid biopsy testing. Compared with tissue testing alone, all 4 potential liquid biopsy testing strategies that we evaluated are more costly but also associated with an increase in QALYs. We estimate that publicly funding liquid biopsy testing for people newly diagnosed with locally advanced or metastatic NSCLC (stage IIIB or IV) over 5 years would lead to an additional cost of $134.24 million for the combined strategy, $119.27 million for the liquid-first strategy, $110.13 million for the tissue-first strategy, and $13.72 million for the insufficient tissue strategy. People with NSCLC, family members, and care partners viewed liquid biopsy favourably. Those who had undergone both tissue and liquid biopsy testing perceived that the turnaround time for results was quicker for liquid biopsy testing. Current barriers to accessing liquid biopsy testing include lack of awareness, cost, and geography.
非小细胞肺癌(NSCLC)是最常见的肺癌类型,约占所有肺癌病例的85%。虽然一些肿瘤细胞中具有可操作基因组改变的NSCLC病例可能对标准疗法有反应,但它们通常在靶向治疗中显示出更大的改善。安大略省目前的护理标准仅通过组织检测使用DNA和RNA检测板来检测可操作的基因组改变。然而,液体活检检测可以通过解决组织检测的一些局限性来补充组织检测。我们对使用DNA检测板的NSCLC患者液体活检检测进行了卫生技术评估,包括对分析有效性、临床有效性、临床实用性、成本效益、该技术公共资金的预算影响以及患者偏好和价值观的评估。
我们对临床证据进行了系统的文献检索。我们使用QUADAS - 2、QUADAS - C、ROBINS - I和ROBINS - E工具评估了每项纳入研究的偏倚风险,并根据推荐评估、制定和评价(GRADE)工作组标准评估了证据体的质量。我们进行了系统的经济文献检索,并对4种潜在的液体活检检测策略进行了成本效用分析,其中液体活检检测以各种方式添加到组织检测中;我们的模型采用20年的时间跨度,从公共支付者的角度进行。我们还分析了安大略省为NSCLC患者公共资助液体活检检测的预算影响。为了了解液体活检检测的潜在价值,我们与NSCLC患者以及NSCLC患者的家庭成员和护理伙伴进行了交谈。
我们在临床证据综述中纳入了61项研究。液体活检检测在检测 和 基因的可操作基因组改变方面显示出适度的敏感性(GRADE:中等到高)。然而,对于评估的其他基因,敏感性要么低要么不确定(GRADE:非常低到高)。液体活检检测与组织检测也显示出总体高度一致性(GRADE:高)。此外,对于接受匹配靶向治疗的具有可操作基因组改变的NSCLC患者,发现液体活检检测可提高部分缓解率、疾病稳定率和疾病进展率(GRADE:中等)。然而,我们不确定液体活检检测在预测标准疗法预后方面的临床有效性(GRADE:非常低)。与仅组织检测相比,我们估计我们评估的所有4种潜在液体活检检测策略都将更昂贵,并且与质量调整生命年(QALY)的增加相关。仅为组织检测组织不足的患者提供液体活检检测的策略(“组织不足”)的增量成本效益比(ICER)为每增加一个QALY 96,738美元;其他3种策略(“组织优先”、“液体优先”和“联合”)的ICER估计值更高,分别为147,636美元、157,267美元和173,032美元。在每获得一个QALY支付意愿(WTP)为50,000美元的情况下,所有4种潜在液体活检检测策略具有成本效益的机会均小于1%;只有组织不足策略在每获得一个QALY支付意愿为100,000美元时具有超过50%的具有成本效益的概率。我们估计公共资助组织不足策略的5年预算影响将为1372万美元。公共资助其他策略将导致5年预算影响在1.1013亿美元至1.3424亿美元之间。所有访谈参与者对液体活检持积极看法。参与者认为液体活检检测比组织检测侵入性小,并且那些同时接受过组织和液体活检检测的人认为液体活检检测结果的周转时间更快。获得液体活检检测的障碍包括缺乏认识、成本和地理位置。
液体活检检测对检测 和 基因的可操作基因组改变具有中等到高的敏感性(GRADE:中等到高),但对 和 基因的敏感性较低(GRADE:低到高)。该检测与组织检测具有高度一致性(87% - 99%),但可能会遗漏一些阳性病例。我们不确定液体活检检测在预测标准疗法预后方面的临床有效性(GRADE:非常低)。然而,我们发现靶向治疗可提高通过液体活检检测确定的具有可操作基因组改变的NSCLC患者的反应率(GRADE:中等)和生存率(GRADE:低)。与仅组织检测相比,我们评估的所有4种潜在液体活检检测策略成本更高,但也与QALY的增加相关。我们估计,在5年内为新诊断为局部晚期或转移性NSCLC(IIIB期或IV期)的患者公共资助液体活检检测,联合策略将导致额外成本1.3424亿美元,液体优先策略为1.1927亿美元,组织优先策略为1.1013亿美元,组织不足策略为1372万美元。NSCLC患者、家庭成员和护理伙伴对液体活检评价良好。那些同时接受过组织和液体活检检测的人认为液体活检检测结果的周转时间更快。目前获得液体活检检测的障碍包括缺乏认识、成本和地理位置。