Establishment of permutation for cancer risk estimation in the urothelium based on genome-wide DNA methylation analysis

Koji Tsumura, Eri Arai, Ying Tian, Ayako Shibuya, Hiroshi Nishihara, Takuya Yotani, Yuriko Yamada, Yoriko Takahashi, Akiko Miyagi Maeshima, Hiroyuki Fujimoto, Tohru Nakagawa, Haruki Kume, Yukio Homma, Teruhiko Yoshida, Yae Kanai

Research output: Contribution to journalArticlepeer-review

17 Citations (Scopus)


The aim of this study was to establish permutation for cancer risk estimation in the urothelium. Twenty-six samples of normal control urothelium obtained from patients without urothelial carcinomas (C), 47 samples of non-cancerous urothelium without noticeable morphological changes obtained from patients with urothelial carcinomas (N), and 46 samples of the corresponding cancerous tissue (T) in the learning cohort and 64 N samples in the validation cohort, i.e. 183 tissue samples in total, were analyzed. Genome-wide DNA methylation analysis was performed using the Infinium HumanMethylation 450K BeadChip, and DNA methylation levels were verified using pyrosequencing and MassARRAY. Amplicon sequencing was performed using the GeneRead DNAseq Targeted Panels V2. Although N samples rarely showed genetic mutations or copy number alterations, they showed DNA methylation alterations at 2502 CpG sites compared to C samples, and such alterations were inherited by or strengthened in T samples, indicating that DNA methylation alterations may participate in field cancerization in the urothelium. Receiver operating characteristic curve analysis confirmed the feasibility of cancer risk estimation to identify urothelium at the precancerous stage by DNA methylation quantification. Cancer risk estimation permutation was established using a combination of two marker CpG loci on the HOXC4, TENM3 and TLR1 genes (sensitivity and specificity 96-100%). Among them, the diagnostic impact of 10 patterns of permutation was successfully validated in the validation cohort (sensitivity and specificity 94-98%). These data suggest that cancer risk estimation using procedures such as urine tests during health checkups might become applicable for clinical use.

Original languageEnglish
Pages (from-to)1308-1319
Number of pages12
Issue number11
Publication statusPublished - 2019 Nov 25

ASJC Scopus subject areas

  • Cancer Research


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