NEXUS Personalized Health Technologies, ETH Zurich, Otto-Stern-Weg 7, 8093, Zurich, Switzerland.
SIB Swiss Institute of Bioinformatics, 4058, Basel, Switzerland.
BMC Med Inform Decis Mak. 2018 Oct 29;18(1):89. doi: 10.1186/s12911-018-0680-0.
Molecular precision oncology is an emerging practice to improve cancer therapy by decreasing the risk of choosing treatments that lack efficacy or cause adverse events. However, the challenges of integrating molecular profiling into routine clinical care are manifold. From a computational perspective these include the importance of a short analysis turnaround time, the interpretation of complex drug-gene and gene-gene interactions, and the necessity of standardized high-quality workflows. In addition, difficulties faced when integrating molecular diagnostics into clinical practice are ethical concerns, legal requirements, and limited availability of treatment options beyond standard of care as well as the overall lack of awareness of their existence.
To the best of our knowledge, we are the first group in Switzerland that established a workflow for personalized diagnostics based on comprehensive high-throughput sequencing of tumors at the clinic. Our workflow, named SwissMTB (Swiss Molecular Tumor Board), links genetic tumor alterations and gene expression to therapeutic options and clinical trial opportunities. The resulting treatment recommendations are summarized in a clinical report and discussed in a molecular tumor board at the clinic to support therapy decisions.
Here we present results from an observational pilot study including 22 late-stage cancer patients. In this study we were able to identify actionable variants and corresponding therapies for 19 patients. Half of the patients were analyzed retrospectively. In two patients we identified resistance-associated variants explaining lack of therapy response. For five out of eleven patients analyzed before treatment the SwissMTB diagnostic influenced treatment decision.
SwissMTB enables the analysis and clinical interpretation of large numbers of potentially actionable molecular targets. Thus, our workflow paves the way towards a more frequent use of comprehensive molecular diagnostics in Swiss hospitals.
分子精准肿瘤学是一种新兴的实践,通过降低选择缺乏疗效或引起不良反应的治疗方法的风险来改善癌症治疗。然而,将分子谱分析整合到常规临床护理中的挑战是多方面的。从计算的角度来看,这些挑战包括分析周转时间短的重要性、复杂的药物-基因和基因-基因相互作用的解释,以及标准化高质量工作流程的必要性。此外,当将分子诊断学整合到临床实践中时,还面临着伦理问题、法律要求以及除标准护理之外的治疗选择有限,以及对其存在的整体认识不足等困难。
据我们所知,我们是瑞士第一组在临床基础上建立基于肿瘤高通量测序的个性化诊断工作流程的团队。我们的工作流程名为 SwissMTB(瑞士分子肿瘤委员会),将遗传肿瘤改变和基因表达与治疗选择和临床试验机会联系起来。治疗建议总结在一份临床报告中,并在临床分子肿瘤委员会上进行讨论,以支持治疗决策。
在这里,我们展示了一项包括 22 名晚期癌症患者的观察性试点研究的结果。在这项研究中,我们能够为 19 名患者确定可操作的变异体和相应的治疗方法。一半的患者是回顾性分析的。在两名患者中,我们发现了导致治疗反应缺乏的耐药相关变异体。在 11 名接受治疗前分析的患者中,有 5 名患者的 SwissMTB 诊断影响了治疗决策。
SwissMTB 能够分析和临床解释大量潜在可操作的分子靶标。因此,我们的工作流程为瑞士医院更频繁地使用全面的分子诊断铺平了道路。