| Literature DB >> 26097884 |
Andrew D Beggs1, Mark P Dilworth1, Enric Domingo2, Rachel Midgley3, David Kerr3, Ian P M Tomlinson2, Gary W Middleton4.
Abstract
INTRODUCTION: BRAF mutant colorectal cancer carries a poor prognosis which is thought to be related to poor response to conventional chemotherapy. BRAF mutation is associated with the serrated tumour phenotype. We hypothesised that one of the mechanisms by which BRAF mutant colorectal cancer demonstrate poor outcomes with chemotherapy is abnormal gene methylation.Entities:
Keywords: BRAF mutation; TFAP2E; Wnt signalling; chemoresistance
Year: 2015 PMID: 26097884 PMCID: PMC4468337 DOI: 10.18632/oncoscience.149
Source DB: PubMed Journal: Oncoscience ISSN: 2331-4737
Figure 1Diagrammatic representation of TFAP2E CpG islands and their relationship to the TFAP2E gene (Adapted from Ebert et al)
Table of top ranked probe identifiers ranked by Bayes factor (largest first) comparing BRAF mutant vs. BRAF wild type tumours in TCGA methylation dataset
| Rank | Illumina probe ID | Log [Fold change] | t | P Value | Adjusted p value | Bayes factor | Gene |
|---|---|---|---|---|---|---|---|
| 1 | cg11835197 | 1.73 | 5.55 | 2.56E-07 | 0.003 | 6.54 | |
| 2 | cg25685838 | 2.17 | 5.41 | 4.77E-07 | 0.003 | 5.97 | |
| 3 | cg06353948 | 3.19 | 5.37 | 5.61E-07 | 0.003 | 5.83 | |
| 4 | cg13849691 | 3.35 | 5.37 | 5.66E-07 | 0.003 | 5.82 | |
| 5 | cg24477567 | 1.99 | 5.20 | 1.15E-06 | 0.003 | 5.18 | |
| 6 | cg06695761 | 1.63 | 5.18 | 1.23E-06 | 0.003 | 5.13 | |
| 7 | cg03870862 | 2.20 | 5.18 | 1.25E-06 | 0.003 | 5.11 |
Adjusted logistic regression model of BRAF mutation status vs. methylation at region surrounding Illumina probe ID cg11835197 consisting of 2 CpG's
| Variable | Coefficient | 95% CI | p-value |
|---|---|---|---|
| CpG 1 | 0.260 | 0.038-0.482 | 0.022 |
| CpG 2 | −0.258 | −0.448--0.068 | 0.008 |
| Chromosomally unstable tumour (1=CIN) | −1.266 | −2.905-0.373 | 0.13 |
| Gender (1=male) | −1.535 | −3.149-0.078 | 0.062 |
| MSI tumour (1= MSI) | 0.486 | −1.379-2.352 | 0.609 |
| Age | 0.056 | −0.032-0.145 | 0.214 |
Table of percentage methylation across differentially methylated region identified by Ebert et al within intronic region of TFAP2E
| Average methylation | |||
|---|---|---|---|
| CpG | BRAF Wild type | BRAF mutant | p-value (Wilcoxon) |
| 1 | 38.7% | 45.5% | 0.18 |
| 2 | 40.5% | 47.0% | 0.21 |
| 3 | 36.8% | 44.5% | 0.14 |
| 4 | 34.5% | 41.2% | 0.12 |
| 5 | 34.3% | 41.5% | 0.15 |
| 6 | 36.2% | 42.0% | 0.27 |
| 7 | 40.1% | 48.5% | 0.12 |
| 8 | 45.6% | 55.6% | 0.11 |
| 9 | 36.7% | 43.7% | 0.17 |
| 10 | 33.3% | 40.7% | 0.12 |
| 11 | 27.7% | 34.8% | 0.14 |
Figure 2Scatter plot of TFAP2E expression vs
methylation showing correlation between methylation of TFAP2E expression and methylation at probe cg11835197.
Figure 3Kaplan-Meier plot of overall survival vs
TFAP2E methylation showing decreased overall survival in hypomethylated tumours.
Table of cox regression model of TFAP2E methylation in overall and disease free survival
| Variable | Overall survival | Disease free survival | |||||
|---|---|---|---|---|---|---|---|
| HR | 95% CI | P | HR | 95% CI | P | ||
| TFAP2E CpG1 | Above thresholdBelow threshold (baseline) | 1.08 | 0.43-2.83 | 0.844 | 0.90 | 0.37-2.17 | 0.818 |
| TFAP2E CpG2 | Above thresholdBelow threshold (baseline) | 0.34 | 0.12-0.97 | 0.044 | 0.40 | 0.16-0.98 | 0.046 |
| MSI status | Microsatellite unstableMicrosatellite stable (baseline) | 0.45 | 0.172-1.18 | 0.104 | 0.34 | 0.14-0.84 | 0.019 |
| Gender | MaleFemale (baseline) | 1.26 | 0.55-2.93 | 0.581 | 1.45 | 0.69-3.08 | 0.330 |
| Age (years) | 1.04 | 0.98-1.09 | 0.151 | 1.03 | 0.98-1.08 | 0.200 | |
| Chemotherapy | Chemotherapy given Chemotherapy not given (base- line) | 2.45 | 0.52-11.46 | 0.255 | 2.57 | 0.66-10.1 | 0.175 |
| Location | Left colonRight colon (baseline) | 1.13 | 0.42-3.06 | 0.811 | 1.14 | 0.47-2.74 | 0.769 |
| KRAS mutation | MutationNo mutation (baseline) | 9.61 | 0.79-116.6 | 0.076 | 9.27 | 1.42 | 60.7 |
| Stage | T4< T4 (baseline) | 0.62 | 0.26-1.47 | 0.278 | 0.73 | 0.33-1.61 | 0.435 |
| Lymph node status(1=LN positive) | Positive lymph nodesNegative lymph nodes (baseline) | 1.73 | 0.62-4.87 | 0.298 | 2.57 | 0.65-10.08 | 0.175 |