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A Technical Assessment of the Utility of Reverse Phase Protein Arrays for the Study of the Functional Proteome in Non-microdissected Human Breast Cancers

机译:反相蛋白质阵列对非微观解剖型人类乳腺癌中功能蛋白质组学研究的实用性技术评估

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Introduction The lack of large panels of validated antibodies, tissue handling variability, and intratumoral heterogeneity potentially hamper comprehensive study of. the functional proteome in non-microdissected solid tumors. The purpose of this study was to address these concerns and to demonstrate clinical utility for the functional analysis of proteins in non-microdissected breast tumors using reverse phase protein arrays (RPPA). Methods Herein, 82 antibodies that recognize kinase and steroid signaling proteins and effectors were validated for RPPA. Intraslide and interslide coefficients of variability were <15%. Multiple sites in non-microdissected breast tumors were analyzed using RPPA after intervals of up to 24 h on the benchtop at room temperature following surgical resection. Results Twenty-one of 82 total and phosphoproteins demonstrated time-dependent instability at room temperature with most variability occurring at later time points between 6 and 24 h. However, the 82-protein functional proteomic "fingerprint" was robust in most tumors even when maintained at room temperature for 24 h before freezing. In repeat samples from each tumor, intratumoral protein levels were markedly less variable than intertumoral levels. Indeed, an independent analysis of prognostic biomarkers in tissue from multiple tumor sites accurately and repro-ducibly predicted patient outcomes. Significant correlations were observed between RPPA and immunohistochemistry. However, RPPA demonstrated a superior dynamic range. Classification of 128 breast cancers using RPPA identified six subgroups with markedly different patient outcomes that demonstrated a significant correlation with breast cancer subtypes identified by transcriptional profiling. Conclusion Thus, the robustness of RPPA and stability of the functional proteomic "fingerprint" facilitate the study of the functional proteome in non-microdissected breast tumors.
机译:简介缺少大量经过验证的抗体,组织处理变异性和肿瘤内异质性可能妨碍对其的全面研究。非显微实体瘤中的功能蛋白质组这项研究的目的是解决这些问题,并证明使用反相蛋白质阵列(RPPA)对非显微解剖的乳腺肿瘤中的蛋白质进行功能分析的临床实用性。方法本文对82种识别激酶和类固醇信号蛋白及效应子的抗体进行了RPPA验证。滑内和滑间变异系数均<15%。手术切除后,在室温下在台式机上长达24小时的间隔后,使用RPPA分析非显微解剖的乳腺肿瘤中的多个部位。结果82种总蛋白和磷蛋白中有21种在室温下显示出时间依赖性的不稳定性,而最大的变异性发生在6到24小时之间。然而,即使在冷冻前在室温下保持24小时,82蛋白功能的蛋白质组学“指纹图谱”在大多数肿瘤中也很牢固。在每个肿瘤的重复样本中,肿瘤内蛋白水平的可变性明显低于肿瘤间水平。确实,对来自多个肿瘤部位的组织中预后生物标志物的独立分析准确且可再现地预测了患者的预后。 RPPA与免疫组化之间存在显着相关性。但是,RPPA表现出出色的动态范围。使用RPPA对128种乳腺癌进行分类,确定了6个亚组,这些亚组的患者预后明显不同,这与通过转录谱分析鉴定出的乳腺癌亚型具有显着相关性。结论因此,RPPA的鲁棒性和功能蛋白质组学“指纹”的稳定性促进了非显微解剖乳腺肿瘤中功能蛋白质组学的研究。

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