ArticleClinical cancer research : an official journal of the American Association for Cancer Research2011
Genomic and epigenomic integration identifies a prognostic signature in colon cancer.
Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 81 papers, 5 of them syntheses that pooled it.
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Who cites it
81 citing papers in PubMed, 5 syntheses or guidelines pooled it, 145 citations in OpenAlex.
- Large-scale external validation and meta-analysis of gene methylation biomarkers in tumor tissue for colorectal cancer prognosis.EBioMedicine · 2024Pooled it
- Prognostic and clinicopathological insights of phosphodiesterase 9A gene as novel biomarker in human colorectal cancer.BMC cancer · 2021Pooled it
- Meta-analysis of the prognostic value of CpG island methylator phenotype in rectal cancer.International journal of colorectal disease · 2018Pooled it
- Prognostic DNA methylation markers for sporadic colorectal cancer: a systematic review.Clinical epigenetics · 2018Pooled it
- CLINICAL EVALUATION OF AN EPIGENETIC ASSAY TO PREDICT MISSED CANCER IN PROSTATE BIOPSY SPECIMENS.Transactions of the American Clinical and Climatological Association · 2016Pooled it
- Trial
- Whole exome sequencing identifies novel recurrently mutated genes in patients with splenic marginal zone lymphoma.PloS one · 2013Trial
- DNA methylation of the p14ARF, RASSF1A and APC1A genes as an independent prognostic factor in colorectal cancer patients.International journal of oncology · 2013Trial
- Epigenetic drift score captures directional methylation variability and links aging to transcriptional, metabolic, and genetic alterations.Genome research · 2025Article
- Data-Driven Identification of Early Cancer-Associated Genes via Penalized Trans-Dimensional Hidden Markov Models.Biomolecules · 2025Article
- Article
- Pathogenesis and biomarkers of colorectal cancer by epigenetic alteration.Intestinal research · 2024Review
- Levels of neuronal pentraxin 2 in plasma is associated with cognitive function in patients with schizophrenia.Psychopharmacology · 2024Article
- Age-Based Comparative Analysis of Colorectal Cancer Colonoscopy Screening Findings.Medicina (Kaunas, Lithuania) · 2023Article
- Human Neuralized is a novel tumour suppressor targeting Wnt/β-catenin signalling in colon cancer.EMBO reports · 2023Article
- Analysis of endometrial carcinoma TCGA reveals differences in DNA methylation in tumors from Black and White women.Gynecologic oncology · 2023Article
- Utility of promoter hypermethylation in malignant risk stratification of intraductal papillary mucinous neoplasms.Clinical epigenetics · 2023Article
- Diagnostic Significance of HypomethylatedAdvanced biomedical research · 2023Article
- Inactivation of axon guidance molecule netrin-1 in human colorectal cancer by an epigenetic mechanism.Biochemical and biophysical research communications · 2022Article
- Genetic and epigenetic dependencies in colorectal cancer development.Gastroenterology report · 2022Review
21 more citing papers are in PubMed but not listed here.
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Authors and funding
18 authors at 6 institutions in 5 countries.
Funding
Abstract
purposeThe importance of genetic and epigenetic alterations maybe in their aggregate role in altering core pathways in tumorigenesis. EXPERIMENTAL
designMerging genome-wide genomic and epigenomic alterations, we identify key genes and pathways altered in colorectal cancers (CRC). DNA methylation analysis was tested for predicting survival in CRC patients using Cox proportional hazard model.
resultsWe identified 29 low frequency-mutated genes that are also inactivated by epigenetic mechanisms in CRC. Pathway analysis showed the extracellular matrix (ECM) remodeling pathway is silenced in CRC. Six ECM pathway genes were tested for their prognostic potential in large CRC cohorts (n = 777). DNA methylation of IGFBP3 and EVL predicted for poor survival (IGFBP3: HR = 2.58, 95% CI: 1.37-4.87, P = 0.004; EVL: HR = 2.48, 95% CI: 1.07-5.74, P = 0.034) and simultaneous methylation of multiple genes predicted significantly worse survival (HR = 8.61, 95% CI: 2.16-34.36, P < 0.001 for methylation of IGFBP3, EVL, CD109, and FLNC). DNA methylation of IGFBP3 and EVL was validated as a prognostic marker in an independent contemporary-matched cohort (IGFBP3 HR = 2.06, 95% CI: 1.04-4.09, P = 0.038; EVL HR = 2.23, 95% CI: 1.00-5.0, P = 0.05) and EVL DNA methylation remained significant in a secondary historical validation cohort (HR = 1.41, 95% CI: 1.05-1.89, P = 0.022). Moreover, DNA methylation of selected ECM genes helps to stratify the high-risk stage 2 colon cancers patients who would benefit from adjuvant chemotherapy (HR: 5.85, 95% CI: 2.03-16.83, P = 0.001 for simultaneous methylation of IGFBP3, EVL, and CD109).
conclusionsCRC that have silenced genes in ECM pathway components show worse survival suggesting that our finding provides novel prognostic biomarkers for CRC and reflects the high importance of integrative analyses linking genetic and epigenetic abnormalities with pathway disruption in cancer.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.