Kirchhoff Tomas, Ferguson Robert
Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA.
Methods Mol Biol. 2020;2055:93-117. doi: 10.1007/978-1-4939-9773-2_4.
In immuno-oncology (IO), the baseline host factors attract significant clinical interest as promising predictive biomarker candidates primarily due to the feasibility of noninvasive testing and the personalized potential of IO outcome prediction catered to individual patients. Growing evidence from experimental or population-based studies suggests that the host genetic factors contribute to the immunological status of a patient as it plays out at the multiple rate-limiting steps of the cancer immunity cycle. Recent observations suggest that germline genetics may be associated with tumor microenvironment phenotypes, autoimmune toxicities, and/or efficacy of immunotherapy regimens and overall cancer survival. Despite these highly intriguing indications, the potential of germline genetic factors as personalized biomarkers of immune-checkpoint inhibition (ICI) remains vastly unexplored. In this chapter, we review the rationale for exploring the germline genetic factors as novel biomarkers predictive of IO outcomes, including ICI efficacy, toxicity, or survival, and discuss the approaches for the identification of such germline genetic surrogates. Specifically, we focus on strategies for mapping the germline genetic biomarkers of ICI using genome-wide scans (genome-wide association analyses, next-generation sequencing technologies), followed by targeted assays, to be applied in clinical use. As we discuss the limitations, we highlight a need for large collaborative consortia in these efforts and sketch possible avenues for incorporating germline genetic factors into emerging multifactorial approaches for more personalized prediction of ICI outcomes.
在免疫肿瘤学(IO)中,基线宿主因素引起了临床的广泛关注,成为有前景的预测生物标志物候选者,主要是因为无创检测的可行性以及IO结果预测针对个体患者的个性化潜力。来自实验性或基于人群研究的越来越多的证据表明,宿主遗传因素在癌症免疫循环的多个限速步骤中影响患者的免疫状态。最近的观察结果表明,种系遗传学可能与肿瘤微环境表型、自身免疫毒性和/或免疫治疗方案的疗效以及总体癌症生存率相关。尽管有这些极具吸引力的迹象,但种系遗传因素作为免疫检查点抑制(ICI)个性化生物标志物的潜力仍未得到充分探索。在本章中,我们回顾了探索种系遗传因素作为预测IO结果的新型生物标志物的基本原理,包括ICI疗效、毒性或生存率,并讨论了识别此类种系遗传替代物的方法。具体而言,我们重点关注使用全基因组扫描(全基因组关联分析、下一代测序技术),随后进行靶向检测,来绘制ICI种系遗传生物标志物的策略,以便应用于临床。在讨论局限性时,我们强调在这些努力中需要大型合作联盟,并勾勒出将种系遗传因素纳入新兴多因素方法以更个性化地预测ICI结果的可能途径。