@article{8741082,
  abstract     = {{Purpose Colonoscopy and the fecal immunochemical test (FIT) are currently the most widely used screening modalities for colorectal cancer (CRC), however, both with their own limitations. Here we aim to identify and validate stool-based DNA methylation markers for the early detection of CRC and investigate the biological pathways prone to DNA methylation. Methods DNA methylation marker discovery was performed using The Cancer Genome Atlas (TCGA) colon adenocarcinoma data set consisting of normal and primary colon adenocarcinoma tissue. The performance of the five best candidate markers and a previously identified marker, NDRG4, was evaluated on tissues and whole stool samples of healthy subjects and CRC patients using quantitative MSP assays. The results were compared and combined with FIT data. Finally, pathway and gene ontology enrichment analyses were performed using ToppFun, GOrilla and clusterProfiler. Results GDNF, HAND2, SLC35F3, SNAP91 and SORCS1 were ranked as the best performing markers. Gene combinations of all five markers, NDRG4 and FIT were evaluated to establish the biomarker panel with the highest diagnostic potential, resulting in the identification of GDNF/SNAP91/NDRG4/FIT as the best performing marker panel. Pathway and gene ontology enrichment analyses revealed that genes associated with the nervous system were enriched in the set of best performing CRC-specific biomarkers. Conclusion In silico discovery analysis using TCGA-derived data yielded a novel DNA-methylation-based assay for the early detection of CRC, potentially improving current screening modalities. Additionally, nervous system-related pathways were enriched in the identified genes, indicating an epigenetic regulation of neuronal genes in CRC.}},
  articleno    = {{80}},
  author       = {{Rademakers, Glenn and Massen, Maartje and Koch, Alexander and Draht, Muriel X. and Buekers, Nikkie and Wouters, Kim A. D. and Vaes, Nathalie and De Meyer, Tim and Carvalho, Beatriz and Meijer, Gerrit A. and Herman, James G. and Smits, Kim M. and van Engeland, Manon and Melotte, Veerle}},
  issn         = {{1868-7075}},
  journal      = {{CLINICAL EPIGENETICS}},
  keywords     = {{Colorectal cancer,Diagnostic markers,In silico discovery,DNA methylation,Nervous system}},
  language     = {{eng}},
  number       = {{1}},
  pages        = {{12}},
  title        = {{Identification of DNA methylation markers for early detection of CRC indicates a role for nervous system-related genes in CRC}},
  url          = {{http://doi.org/10.1186/s13148-021-01067-9}},
  volume       = {{13}},
  year         = {{2021}},
}

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