Department of Medicine, Seven Oaks General Hospital, University of Manitoba, Winnipeg, MB, Canada.
Department of Medicine, Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada.
Methods Mol Biol. 2021;2249:261-280. doi: 10.1007/978-1-0716-1138-8_15.
Biomarkers are characteristics that are measured as indicators of normal biological processes, pathogenic processes, or responses to an exposure or intervention, including therapeutic interventions. Biomarkers may serve a number of important uses, particularly in diagnosis and prognosis of disease, and as surrogates for clinical outcomes of disease (i.e., outcomes that measure how patient survives, functions, or feels). Establishing the validity of a given biomarker for a specific role requires the conduct of carefully designed clinical studies in which the biomarker and the outcome of interest are measured independently. The design and analysis of such studies is discussed. Surrogate outcomes in clinical trials consist of events or biomarkers intended to reflect important clinical outcomes. Surrogate outcomes may offer advantages in providing statistically robust estimates of treatment effects with smaller sample sizes. However, to be useful, surrogate outcomes have to be validated to ensure that the effect of therapy on them truly reflects the effect of therapy on the important clinical outcomes of interest.
生物标志物是作为正常生物学过程、发病过程或对暴露或干预(包括治疗干预)的反应的指标而测量的特征。生物标志物具有许多重要用途,特别是在疾病的诊断和预后方面,以及作为疾病临床结果(即衡量患者生存、功能或感觉的结果)的替代指标。为特定作用建立给定生物标志物的有效性需要进行精心设计的临床研究,其中独立测量生物标志物和感兴趣的结果。讨论了此类研究的设计和分析。临床试验中的替代结果包括旨在反映重要临床结果的事件或生物标志物。替代结果可能具有在使用较小样本量提供治疗效果的统计学上稳健估计方面的优势。但是,为了有用,替代结果必须经过验证,以确保治疗对它们的影响真正反映了治疗对感兴趣的重要临床结果的影响。