Lucas Julie L, Tacheny Erin A, Ferris Allison, Galusha Michelle, Srivastava Apurva K, Ganguly Aniruddha, Williams P Mickey, Sachs Michael C, Thurin Magdalena, Tricoli James V, Ricker Winnie, Gildersleeve Jeffrey C
MRIGlobal, Gaithersburg, Maryland, United States of America.
Pharmacodynamics Biomarker Program, Applied/Developmental Research Directorate Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, Maryland, United States of America.
PLoS One. 2017 Aug 3;12(8):e0182739. doi: 10.1371/journal.pone.0182739. eCollection 2017.
Cancer therapies can provide substantially improved survival in some patients while other seemingly similar patients receive little or no benefit. Strategies to identify patients likely to respond well to a given therapy could significantly improve health care outcomes by maximizing clinical benefits while reducing toxicities and adverse effects. Using a glycan microarray assay, we recently reported that pretreatment serum levels of IgM specific to blood group A trisaccharide (BG-Atri) correlate positively with overall survival of cancer patients on PROSTVAC-VF therapy. The results suggested anti-BG-Atri IgM measured prior to treatment could serve as a biomarker for identifying patients likely to benefit from PROSTVAC-VF. For continued development and clinical application of serum IgM specific to BG-Atri as a predictive biomarker, a clinical assay was needed. In this study, we developed and validated a Luminex-based clinical assay for measuring serum IgM specific to BG-Atri. IgM levels were measured with the Luminex assay and compared to levels measured using the microarray for 126 healthy individuals and 77 prostate cancer patients. This assay provided reproducible and consistent results with low %CVs, and tolerance ranges were established for the assay. IgM levels measured using the Luminex assay were found to be highly correlated to the microarray results with R values of 0.93-0.95. This assay is a Laboratory Developed Test (LDT) and is suitable for evaluating thousands of serum samples in CLIA certified laboratories that have validated the assay. In addition, the study demonstrates that discoveries made using neoglycoprotein-based microarrays can be readily migrated to a clinical assay.
癌症治疗可以显著提高部分患者的生存率,而其他看似相似的患者却获益甚微或毫无益处。识别可能对特定疗法反应良好的患者的策略,通过最大化临床益处同时减少毒性和不良反应,可显著改善医疗保健结果。我们最近使用聚糖微阵列分析报告称,血型A三糖(BG-Atri)特异性IgM的治疗前血清水平与接受PROSTVAC-VF治疗的癌症患者的总生存率呈正相关。结果表明,治疗前测得的抗BG-Atri IgM可作为识别可能从PROSTVAC-VF中获益的患者的生物标志物。为了将BG-Atri特异性血清IgM作为预测性生物标志物进行持续开发和临床应用,需要一种临床检测方法。在本研究中,我们开发并验证了一种基于Luminex的临床检测方法,用于测量BG-Atri特异性血清IgM。使用Luminex检测法测量IgM水平,并与使用微阵列法测量的126名健康个体和77名前列腺癌患者的水平进行比较。该检测方法提供了具有低变异系数(%CVs)的可重复且一致的结果,并为该检测方法确定了耐受范围。发现使用Luminex检测法测得的IgM水平与微阵列结果高度相关,相关系数R值为0.93 - 0.95。该检测方法是一种实验室开发的检测方法(LDT),适用于在已验证该检测方法的CLIA认证实验室中评估数千份血清样本。此外,该研究表明,使用基于新糖蛋白的微阵列所取得的发现可以很容易地转化为临床检测方法。