Plasma-Based Comprehensive Genomic Profiling DNA Assays for Non-Small Cell Lung Cancer: A Health Technology Assessment.

Q1 Medicine Ontario Health Technology Assessment Series Pub Date : 2024-11-07 eCollection Date: 2024-01-01
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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.</p><p><strong>Methods: </strong>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. 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引用次数: 0

Abstract

Background: 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.

Methods: 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.

Results: We included 61 studies in the clinical evidence review. Liquid biopsy testing demonstrated a modest sensitivity in detecting actionable genomic alterations in the BRAF, EGFR, ERBB2, and KRAS 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.

Conclusions: Liquid biopsy testing has moderate to high sensitivity for detecting actionable genomic alterations in the BRAF, EGFR, ERBB2, and KRAS genes (GRADE: Moderate to High) but low sensitivity for the ALK, PIK3CA, MET, RET, and ROS1 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.

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基于血浆的非小细胞肺癌的综合基因组分析:一项健康技术评估。
背景: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%。虽然一些具有可操作的肿瘤细胞基因组改变的非小细胞肺癌病例可能对标准治疗有反应,但它们通常在靶向治疗中表现出更大的改善。安大略目前的护理标准包括仅通过组织检测使用DNA和RNA面板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。我们对非小细胞肺癌患者使用DNA面板进行液体活检检测进行了健康技术评估,包括分析效度、临床效度、临床效用、成本效益、公共资助该技术的预算影响以及患者偏好和价值的评估。方法:对临床证据进行系统的文献检索。我们使用QUADAS-2、QUADAS-C、ROBINS-I和ROBINS-E工具评估每个纳入研究的偏倚风险,并根据建议评估、发展和评价分级(GRADE)工作组标准评估证据体的质量。我们进行了系统的经济学文献检索,并对4种可能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加入到组织检测中;我们的模型使用了20年的时间范围,并从公共付款人的角度进行了研究。我们还分析了安大略省对非小细胞肺癌患者进行液体活检检测的公共资助对预算的影响。为了了解液体活检检测的潜在价值,我们与非小细胞肺癌患者、非小细胞肺癌患者的家庭成员和护理伙伴进行了交谈。结果:临床证据回顾纳入61项研究。液体活检检测显示,在检测BRAF、EGFR、ERBB2和KRAS基因中可操作的基因组改变方面具有适度的敏感性(等级:中等至高)。然而,对于评估的其他基因,敏感性低或不确定(等级:非常低到高)。液体活检测试也显示了与组织测试的总体高度一致性(GRADE:高)。此外,液体活检检测被发现可以改善接受匹配靶向治疗的具有可操作基因组改变的NSCLC患者的部分缓解率、稳定的疾病发生率和进展性疾病发生率(GRADE: Moderate)。然而,我们不确定液体活检检测在预测标准治疗预后方面的临床有效性(GRADE: Very Low)。与单独的组织检测相比,我们估计我们评估的所有4种潜在的液体活检检测策略都将更昂贵,并且与质量调整生命年(QALYs)的增加有关。仅为组织检测组织不足(“组织不足”)的人提供液体活检检测的策略的增量成本效益比(ICER)为每额外QALY 96,738美元;ICER对其他三种策略(“组织优先”、“液体优先”和“综合”)的估计都更高,分别为147,636美元、157,267美元和173,032美元。所有4种潜在的液体活检检测策略在每个获得的QALY的支付意愿(WTP)为50,000美元时,成本效益的机会低于1%;只有组织不足策略在WTP为100,000美元/ QALY的情况下具有超过50%的成本效益。我们估计,公共资助组织不足战略的5年预算影响将达到1372万美元。公开资助其他战略将导致5年预算影响从1.1013亿美元到1.3424亿美元不等。所有访谈对象的液体活检结果均为阳性。参与者认为液体活组织检查比组织检查侵入性小,同时接受组织和液体活组织检查的参与者认为液体活组织检查的结果周转时间更快。获得液体活检检测的障碍包括缺乏意识、成本和地理位置。结论:液体活检检测在检测BRAF、EGFR、ERBB2和KRAS基因的可操作基因组改变方面具有中高灵敏度(等级:中高),但对ALK、PIK3CA、MET、RET和ROS1基因的敏感性较低(等级:低到高)。该检查与组织检查的一致性较高(87%-99%),但可能遗漏一些阳性病例。我们不确定液体活检检测在预测标准治疗预后方面的临床有效性(GRADE: Very Low)。然而,我们发现靶向治疗提高了非小细胞肺癌患者的缓解率(GRADE:中等)和生存率(GRADE:低),这些患者通过液体活检检测出可操作的基因组改变。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Ontario Health Technology Assessment Series
Ontario Health Technology Assessment Series Medicine-Medicine (miscellaneous)
CiteScore
4.60
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