Koole Simone N, Vessies Daan C L, Schuurbiers Milou M F, Kramer Astrid, Schouten Robert D, Degeling Koen, Bosch Linda J W, van den Heuvel Michel M, van Harten Wim H, van den Broek Daan, Monkhorst Kim, Retèl Valesca P
Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands.
Department of Laboratory Medicine, Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands.
Cancers (Basel). 2022 Mar 31;14(7):1783. doi: 10.3390/cancers14071783.
Tissue biopsies can be burdensome and are only effective in 10-30% of patients with metastasized non-small-cell lung cancer (mNSCLC). Next-generation sequencing (NGS) on cell-free DNA (cfDNA) might be an attractive alternative. We evaluated the costs, throughput time, and diagnostic yield of two diagnostic scenarios with tissue and cfDNA for mNSCLC patients, compared to diagnostics based on tissue biopsy alone. Data were retrieved from 209 stage IV NSCLC patients included in 10 hospitals in the Netherlands in the observational Lung cancer Early Molecular Assessment (LEMA) trial. Discrete event simulation was developed to compare three scenarios, using LEMA data as input where possible: (1) diagnostics with "tissue only"; (2) diagnostics with "cfDNA first", and subsequent tissue biopsy if required (negative for EGFR, BRAF ALK, ROS1); (3) cfDNA if tissue biopsy failed ("tissue first"). Scenario- and probabilistic analyses were performed to quantify uncertainty. In scenario 1, 84% (Credibility Interval [CrI] 70-94%) of the cases had a clinically relevant test result, compared to 93% (CrI 86-98%) in scenario 2, and 93% (CrI 86-99%) in scenario 3. The mean throughput time was 20 days (CrI 17-23) pp in scenario 1, 9 days (CrI 7-11) in scenario 2, and 19 days (CrI 16-22) in scenario 3. Mean costs were €2304 pp (CrI €2067-2507) in scenario 1, compared to €3218 (CrI €3071-3396) for scenario 2, and €2448 (CrI €2382-2506) for scenario 3. Scenarios 2 and 3 led to a reduction in tissue biopsies of 16% and 9%, respectively. In this process-based simulation analysis, the implementation of cfDNA for patients with mNSCLC resulted in faster completion of molecular profiling with more identified targets, with marginal extra costs in scenario 3.
组织活检可能会给患者带来负担,并且仅对10%-30%的转移性非小细胞肺癌(mNSCLC)患者有效。对游离DNA(cfDNA)进行下一代测序(NGS)可能是一种有吸引力的替代方法。我们评估了针对mNSCLC患者的两种诊断方案(组织活检和cfDNA)的成本、周转时间和诊断率,并与仅基于组织活检的诊断方法进行了比较。数据取自荷兰10家医院纳入观察性肺癌早期分子评估(LEMA)试验的209例IV期NSCLC患者。开发了离散事件模拟来比较三种方案,尽可能使用LEMA数据作为输入:(1)“仅组织”诊断;(2)“先cfDNA”诊断,若需要(EGFR、BRAF、ALK、ROS1检测为阴性)则随后进行组织活检;(3)若组织活检失败则采用cfDNA(“先组织”)。进行了方案分析和概率分析以量化不确定性。在方案1中,84%(可信区间[CrI]70%-94%)的病例获得了临床相关的检测结果,方案2为93%(CrI 86%-98%),方案3为93%(CrI 86%-99%)。方案1的平均周转时间为每个患者20天(CrI 17-23天),方案2为9天(CrI 7-11天),方案3为19天(CrI 16-22天)。方案1的平均成本为每个患者2304欧元(CrI 2067-2507欧元),方案2为3218欧元(CrI 3071-3396欧元),方案3为2448欧元(CrI 2382-2506欧元)。方案2和方案3分别使组织活检减少了16%和9%。在这种基于过程的模拟分析中,对mNSCLC患者采用cfDNA可更快完成分子谱分析,识别出更多靶点,且方案3的额外成本微乎其微。