Journal of Personalized Medicine · 2021 · 13 citations · 53 references
MedicineOncologyPathologyMetastasisMolecular OncologyTumor ProgressionCancer BiomarkersCancer GenomicsCancer ProgressionCancer TranscriptomicsColorectal CancerMolecular Tumor ProfilingColorectal Cancer BiomarkersColorectal Cancer PrognosisLymph Node Metastasis BiomarkersLymph Node Metastasis PrognosisPredictive PerformancePrognostic Expression SignaturesPrognostic Gene SignaturesPrognostic Signature Development
This study aimed at building a prognostic signature based on a candidate gene panel whose expression may be associated with lymph node metastasis (LNM), thus potentially able to predict colorectal cancer (CRC) progression and patient survival. The mRNA expression levels of 20 candidate genes were evaluated by RT-qPCR in cancer and normal mucosa formalin-fixed paraffin-embedded (FFPE) tissues of CRC patients. Receiver operating characteristic curves were used to evaluate the prognosis performance of our model by calculating the area under the curve (AUC) values corresponding to stage and metastasis. A total of 100 FFPE primary tumor tissues from stage I–IV CRC patients were collected and analyzed. Among the 20 candidate genes we studied, only the expression levels of VANGL1 significantly varied between patients with and without LNMs (p = 0.02). Additionally, the AUC value of the 20-gene panel was found to have the highest predictive performance (i.e., AUC = 79.84%) for LNMs compared with that of two subpanels including 5 and 10 genes. According to our results, VANGL1 gene expression levels are able to estimate LNMs in different stages of CRC. After a proper validation in a wider case series, the evaluation of VANGL1 gene expression and that of the 20-gene panel signature could help in the future in the prediction of CRC progression.
53
Mahul B. Amin, Frederick L. Greene, Stephen B. Edge et al. · CA A Cancer Journal for Clinicians · 2017 · 6.5K citations · Full text
Medicine, Cancer Biology, Oncology +17
Stromal gene expression defines poor-prognosis subtypes in colorectal cancer
Alexandre Calon, Enza Lonardo, Antonio Berenguer et al. · Nature Genetics · 2015 · 1.1K citations
Medicine, Cancer Biology, Oncology +16
Notch signalling regulates stem cell numbers in vitro and in vivo
Andreas Androutsellis‐Theotokis, Ronen R. Leker, Frank Soldner et al. · Nature · 2006 · 955 citations
Higher frequency of Smad4 gene mutation in human colorectal cancer with distant metastasis
Michiko Miyaki, Takeru Iijima, Motoko Konishi et al. · Oncogene · 1999 · 435 citations