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在尿蛋白质组中寻找小肾肿瘤的预后生物标志物。

Searching for prognostic biomarkers for small renal masses in the urinary proteome.

机构信息

Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada.

Department of Laboratory Medicine, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada.

出版信息

Int J Cancer. 2020 Apr 15;146(8):2315-2325. doi: 10.1002/ijc.32650. Epub 2019 Nov 6.

Abstract

Renal cell carcinoma (RCC) is frequently diagnosed incidentally as an early-stage small renal mass (SRM; pT1a, ≤4 cm). Overtreatment of patients with benign or clinically indolent SRMs is increasingly common and has resulted in a recent shift in treatment recommendations. There are currently no available biomarkers that can accurately predict clinical behavior. Therefore, we set out to identify early biomarkers of RCC progression. We employed a quantitative label-free liquid chromatography coupled to tandem mass spectrometry (LC-MS/MS) proteomics approach and targeted parallel-reaction monitoring to identify and validate early, noninvasive urinary biomarkers for RCC-SRMs. In total, we evaluated 115 urine samples, including 33 renal oncocytoma (≤4 cm) cases, 30 progressive and 26 nonprogressive clear cell RCC (ccRCC)-SRM cases, in addition to 26 healthy controls. We identified six proteins, which displayed significantly elevated expression in clear cell RCC-SRMs (ccRCC-SRMs) relative to healthy controls. Proteins C12ORF49 and EHD4 showed significantly elevated expression in ccRCC-SRMs compared to renal oncocytoma (≤4 cm). Additionally, proteins EPS8L2, CHMP2A, PDCD6IP, CNDP2 and CEACAM1 displayed significantly elevated expression in progressive relative to nonprogressive ccRCC-SRMs. A two-protein signature (EPS8L2 and CCT6A) showed significant discriminatory ability (areas under the curve: 0.81, 95% CI: 0.70-0.93) in distinguishing progressive from nonprogressive ccRCC-SRMs. Patients (Stage I-IV) with EPS8L2 and CCT6A mRNA alterations showed significantly shorter overall survival (p = 1.407 × 10 ) compared to patients with no alterations. Our in-depth proteomic analysis identified novel biomarkers for early-stage RCC-SRMs. Pretreatment characterization of urinary proteins may provide insight into early RCC progression and could potentially help assign patients to appropriate management strategies.

摘要

肾细胞癌(RCC)常被偶然诊断为早期小肾肿块(SRM;pT1a,≤4cm)。对具有良性或临床惰性 SRM 的患者进行过度治疗越来越常见,这导致了治疗建议的最近转变。目前尚无可准确预测临床行为的生物标志物。因此,我们着手寻找 RCC 进展的早期生物标志物。我们采用了一种定量无标记液相色谱与串联质谱(LC-MS/MS)蛋白质组学方法,并采用靶向平行反应监测来鉴定和验证用于 RCC-SRM 的早期非侵入性尿生物标志物。总共评估了 115 个尿液样本,包括 33 例肾嗜酸细胞瘤(≤4cm)病例、30 例进展性和 26 例非进展性透明细胞肾细胞癌(ccRCC-SRM)病例,以及 26 例健康对照。我们鉴定出了 6 种蛋白质,这些蛋白质在透明细胞肾细胞癌-SRM(ccRCC-SRM)中与健康对照相比显示出明显升高的表达。蛋白质 C12ORF49 和 EHD4 在 ccRCC-SRM 中与肾嗜酸细胞瘤(≤4cm)相比显示出明显升高的表达。此外,蛋白质 EPS8L2、CHMP2A、PDCD6IP、CNDP2 和 CEACAM1 在进展性 ccRCC-SRM 中与非进展性 ccRCC-SRM 相比显示出明显升高的表达。两个蛋白质标志物(EPS8L2 和 CCT6A)显示出显著的区分能力(曲线下面积:0.81,95%CI:0.70-0.93),可区分进展性和非进展性 ccRCC-SRM。与没有改变的患者相比,具有 EPS8L2 和 CCT6A mRNA 改变的患者(I-IV 期)的总生存期明显缩短(p=1.407×10)。我们的深入蛋白质组学分析为早期 RCC-SRM 确定了新的生物标志物。尿蛋白的预处理特征可能提供对早期 RCC 进展的深入了解,并可能有助于将患者分配到适当的管理策略。

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