School of Molecular Sciences, Arizona State University , Tempe, Arizona 85287, United States.
Virginia G. Piper Center for Personalized Diagnostics, The Biodesign Institute at Arizona State University , Tempe, Arizona 85287, United States.
J Proteome Res. 2018 Jan 5;17(1):543-558. doi: 10.1021/acs.jproteome.7b00672. Epub 2017 Nov 21.
Glycans represent a promising but only marginally accessed source of cancer markers. We previously reported the development of a molecularly bottom-up approach to plasma and serum (P/S) glycomics based on glycan linkage analysis that captures features such as α2-6 sialylation, β1-6 branching, and core fucosylation as single analytical signals. Based on the behavior of P/S glycans established to date, we hypothesized that the alteration of P/S glycans observed in cancer would be independent of the tissue in which the tumor originated yet exhibit stage dependence that varied little between cancers classified on the basis of tumor origin. Herein, the diagnostic utility of this bottom-up approach as applied to lung cancer patients (n = 127 stage I; n = 20 stage II; n = 81 stage III; and n = 90 stage IV) as well as prostate (n = 40 stage II), serous ovarian (n = 59 stage III), and pancreatic cancer patients (n = 15 rapid autopsy) compared to certifiably healthy individuals (n = 30), nominally healthy individuals (n = 166), and risk-matched controls (n = 300) is reported. Diagnostic performance in lung cancer was stage-dependent, with markers for terminal (total) fucosylation, α2-6 sialylation, β1-4 branching, β1-6 branching, and outer-arm fucosylation most able to differentiate cases from controls. These markers behaved in a similar stage-dependent manner in other types of cancer as well. Notable differences between certifiably healthy individuals and case-matched controls were observed. These markers were not significantly elevated in liver fibrosis. Using a Cox proportional hazards regression model, the marker for α2-6 sialylation was found to predict both progression and survival in lung cancer patients after adjusting for age, gender, smoking status, and stage. The potential mechanistic role of aberrant P/S glycans in cancer progression is discussed.
聚糖是癌症标志物的一个很有前途但尚未得到充分利用的来源。我们之前报道了一种基于聚糖连接分析的从下到上的方法来研究血浆和血清(P/S)糖组学,该方法可以捕获α2-6 唾液酸化、β1-6 分支和核心岩藻糖基化等特征作为单一分析信号。基于迄今为止建立的 P/S 聚糖行为,我们假设在癌症中观察到的 P/S 聚糖的改变将独立于肿瘤起源的组织,但表现出与基于肿瘤起源分类的癌症之间变化不大的阶段依赖性。在此,我们报告了这种从下到上的方法在肺癌患者(n = 127 期 I;n = 20 期 II;n = 81 期 III;n = 90 期 IV)以及前列腺癌(n = 40 期 II)、浆液性卵巢癌(n = 59 期 III)和胰腺癌患者(n = 15 快速尸检)中的诊断效用,与经过认证的健康个体(n = 30)、名义上的健康个体(n = 166)和风险匹配的对照组(n = 300)进行了比较。在肺癌中,诊断性能取决于分期,末端(总)岩藻糖基化、α2-6 唾液酸化、β1-4 分支、β1-6 分支和外臂岩藻糖基化的标志物最能够区分病例与对照。这些标志物在其他类型的癌症中也表现出类似的分期依赖性。在经过认证的健康个体和病例匹配的对照组之间观察到显著差异。这些标志物在肝纤维化中没有显著升高。使用 Cox 比例风险回归模型,在调整年龄、性别、吸烟状况和分期后,发现α2-6 唾液酸化标志物可预测肺癌患者的进展和生存。还讨论了异常 P/S 聚糖在癌症进展中的潜在机制作用。