The Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA.
Department of Urology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.
Med Oncol. 2021 Jul 31;38(9):105. doi: 10.1007/s12032-021-01554-2.
Renal cell carcinoma (RCC) accounts for over 400,000 new cases and 175,000 deaths annually. Diagnostic RCC biomarkers may prevent overtreatment in patients with early disease. Extracellular vesicles (EVs) are a promising source of RCC biomarkers because EVs carry proteins and messenger RNA (mRNA) among other biomolecules. We aimed to identify biomarkers and assess biological functions of EV cargo from clear cell RCC (ccRCC), papillary RCC (pRCC), and benign kidney cell lines. EVs were enriched from conditioned cell media by size exclusion chromatography. The EV proteome was assessed using Tandem Mass Tag mass spectrometry (TMT-MS) and NanoString nCounter technology was used to profile 770 cancer-related mRNA present in EVs. The heterogeneity of protein and mRNA abundance and identification highlighted the heterogeneity of EV cargo, even between cell lines of a similar pathological group (e.g., ccRCC or pRCC). Overall, 1726 proteins were quantified across all EV samples, including 181 proteins that were detected in all samples. In the targeted profiling of mRNA by NanoString, 461 mRNAs were detected in EVs from at least one cell line, including 159 that were present in EVs from all cell lines. In addition to a shared EV cargo signature, pRCC, ccRCC, and/or benign renal cell lines also showed unique signatures. Using this multi-omics approach, we identified 34 protein candidate pRCC EV biomarkers and 20 protein and 8 mRNA candidate ccRCC EV biomarkers for clinical validation.
肾细胞癌 (RCC) 每年导致超过 40 万例新发病例和 17.5 万例死亡。诊断性 RCC 生物标志物可预防早期疾病患者的过度治疗。细胞外囊泡 (EV) 是 RCC 生物标志物的一个有前途的来源,因为 EV 携带蛋白质和信使 RNA (mRNA) 等生物分子。我们旨在鉴定透明细胞 RCC (ccRCC)、乳头状 RCC (pRCC) 和良性肾细胞系中 EV 货物的生物标志物并评估其生物学功能。通过尺寸排阻色谱法从条件细胞培养基中富集 EV。使用串联质量标签质谱 (TMT-MS) 评估 EV 蛋白质组,使用 NanoString nCounter 技术对存在于 EV 中的 770 种癌症相关 mRNA 进行分析。蛋白质和 mRNA 丰度和鉴定的异质性突出了 EV 货物的异质性,即使在类似病理组的细胞系之间也是如此(例如,ccRCC 或 pRCC)。总体而言,在所有 EV 样本中定量了 1726 种蛋白质,包括在所有样本中检测到的 181 种蛋白质。在 NanoString 对 mRNA 的靶向分析中,至少在一种细胞系的 EV 中检测到 461 种 mRNA,包括所有细胞系的 EV 中都存在的 159 种。除了共享的 EV 货物特征外,pRCC、ccRCC 和/或良性肾细胞系还显示出独特的特征。使用这种多组学方法,我们鉴定了 34 种蛋白质候选 pRCC EV 生物标志物和 20 种蛋白质和 8 种 mRNA 候选 ccRCC EV 生物标志物,用于临床验证。