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

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 × 10-6 ) 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.

Keywords: biomarker; clear cell renal cell carcinoma; proteomics; small renal mass; urine.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adenoma, Oxyphilic / diagnosis
  • Adenoma, Oxyphilic / pathology
  • Adenoma, Oxyphilic / urine
  • Biomarkers, Tumor / urine*
  • Carcinoma, Renal Cell / diagnosis
  • Carcinoma, Renal Cell / pathology
  • Carcinoma, Renal Cell / urine*
  • Case-Control Studies
  • Chaperonin Containing TCP-1 / urine
  • Chromatography, Liquid
  • Diagnosis, Differential
  • Humans
  • Kaplan-Meier Estimate
  • Kidney Neoplasms / diagnosis
  • Kidney Neoplasms / pathology
  • Kidney Neoplasms / urine*
  • Microfilament Proteins / urine
  • Neoplasm Staging
  • Prognosis
  • Proteinuria / metabolism*
  • Proteome / metabolism

Substances

  • Biomarkers, Tumor
  • CCT6A protein, human
  • EPS8L2 protein, human
  • Microfilament Proteins
  • Proteome
  • Chaperonin Containing TCP-1

Supplementary concepts

  • Oncocytoma, renal

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