Gene Disease Score gda Association Type Original DB Sentence supporting the association PMID PMID Year
Entrez Id: 11186
Gene Symbol: RASSF1
RASSF1
Secondary malignant neoplasm of colon and/or rectum
0.020 PosttranslationalModification BEFREE β-catenin interaction with NHERF1 and RASSF1A methylation in metastatic colorectal cancer patients. 27765918

2016

Entrez Id: 1956
Gene Symbol: EGFR
EGFR
Secondary malignant neoplasm of colon and/or rectum
0.100 Biomarker BEFREE Wild-type status of KRAS and the NRAS gene (exon 2, 3, and 4) in the tumor should be determined before treatment of metastatic colorectal cancer (mCRC) patients with EGFR-targeting agents. 29333594

2018

Entrez Id: 4893
Gene Symbol: NRAS
NRAS
Secondary malignant neoplasm of colon and/or rectum
0.100 GeneticVariation BEFREE Wild-type status of KRAS and the NRAS gene (exon 2, 3, and 4) in the tumor should be determined before treatment of metastatic colorectal cancer (mCRC) patients with EGFR-targeting agents. 29333594

2018

Entrez Id: 3845
Gene Symbol: KRAS
KRAS
Secondary malignant neoplasm of colon and/or rectum
0.100 Biomarker BEFREE Wild-type status of KRAS and the NRAS gene (exon 2, 3, and 4) in the tumor should be determined before treatment of metastatic colorectal cancer (mCRC) patients with EGFR-targeting agents. 29333594

2018

Entrez Id: 3845
Gene Symbol: KRAS
KRAS
Secondary malignant neoplasm of colon and/or rectum
0.100 Biomarker BEFREE Wild-type KRAS mCRC patients did not seem to benefit from oxaliplatin-based chemotherapy (PFS: HR = 0.88, 95%CI: 0.70-1.10; OS: HR = 0.93, 95%CI: 0.82-1.04). 25892888

2015

Entrez Id: 673
Gene Symbol: BRAF
BRAF
Secondary malignant neoplasm of colon and/or rectum
0.100 Biomarker BEFREE Wild-type BRAF is required for response to panitumumab or cetuximab in metastatic colorectal cancer. 19001320

2008

Entrez Id: 3845
Gene Symbol: KRAS
KRAS
Secondary malignant neoplasm of colon and/or rectum
0.100 GeneticVariation BEFREE Whole genome sequencing reveals potential targets for therapy in patients with refractory KRAS mutated metastatic colorectal cancer. 24943349

2014

Entrez Id: 1048
Gene Symbol: CEACAM5
CEACAM5
Secondary malignant neoplasm of colon and/or rectum
0.100 Biomarker BEFREE While the significance of carcinoembryonic antigen (CEA), lactate dehydrogenase (LDH), and Kirsten rat sarcoma (KRAS) status as individual prognostic factors for patients with metastatic colorectal cancer has been addressed, the relationship and interdependence between these prognostic factors on survival is limited. 28008623

2017

Entrez Id: 673
Gene Symbol: BRAF
BRAF
Secondary malignant neoplasm of colon and/or rectum
0.100 Biomarker BEFREE While it is clear that the needs of patients with BRAF-mt mCRC are currently unmet, we are cautiously optimistic that the recently renewed research interest in these patients will yield clinically relevant insights and therapeutic strategies. 31353365

2019

Entrez Id: 29126
Gene Symbol: CD274
CD274
Secondary malignant neoplasm of colon and/or rectum
0.070 Biomarker BEFREE While CD8 infiltrate and HLA expression appear to be prognostic for mCRC, CD8 and PD-L1 infiltrate are enhanced by neoadjuvant chemotherapy in mCRC under RAS status dependence. 30454021

2018

Entrez Id: 1956
Gene Symbol: EGFR
EGFR
Secondary malignant neoplasm of colon and/or rectum
0.100 GeneticVariation BEFREE When evaluating molecular characteristics of tumour samples, we found a clinically meaningful trend towards an inferior OS in TP53 mutant mCRC treated with anti-EGFR based therapy compared to anti-VEGF based therapy (17.1 months [95%-CI: 8.7-NA] versus 38.3 months [95%-CI: 23.6-48.0], HR = 1.95 [95%-CI: 0.95-5.88]; p = 0.066), which was not significantly dependent on sidedness. 29298682

2018

Entrez Id: 22806
Gene Symbol: IKZF3
IKZF3
Secondary malignant neoplasm of colon and/or rectum
0.100 Biomarker BEFREE Weekly High-dose 5-Fluorouracil as 24-hour Infusion Combined with Sodium Folinic Acid (AIO regimen) Plus Irinotecan in Second-line and Sequential Therapy of Metastatic Colorectal Cancer (CRC). 28668873

2017

Entrez Id: 673
Gene Symbol: BRAF
BRAF
Secondary malignant neoplasm of colon and/or rectum
0.100 Biomarker BEFREE We, therefore, performed a meta-analysis to determine the efficacy of first-line cetuximab versus bevacizumab for RAS and BRAF wild-type mCRC. 30922269

2019

Entrez Id: 29126
Gene Symbol: CD274
CD274
Secondary malignant neoplasm of colon and/or rectum
0.070 AlteredExpression BEFREE We, therefore, asked whether immunohistologic stratification of metastatic colorectal cancer based on primary tumor PD-L1 expression associated with the presence or absence of extracellular mucin defines a subset of metastatic colorectal cancer patients who exhibit a preexisting antitumor immune response and who could potentially benefit from the checkpoint blockade. 31439614

2019

Entrez Id: 3845
Gene Symbol: KRAS
KRAS
Secondary malignant neoplasm of colon and/or rectum
0.100 GeneticVariation BEFREE We used individual patient data from CRYSTAL to compare the cost-effectiveness, cost per life-year (LY) and cost per quality-adjusted LY (QALY) gained of cetuximab plus FOLFIRI versus FOLFIRI alone in three cohorts of patients with mCRC: all randomised patients (intent-to-treat; ITT), tumours with no detectable mutations in codons 12 and 13 of exon 2 of the KRAS protein ('KRAS wt') and no detectable mutations in exons 2, 3 and 4 of KRAS and exons 2, 3 and 4 of NRAS ('RAS wt'). 29948926

2018

Entrez Id: 673
Gene Symbol: BRAF
BRAF
Secondary malignant neoplasm of colon and/or rectum
0.100 GeneticVariation BEFREE We used BEAMing technology to identify KRAS, PIK3CA, and BRAF mutations in DNA obtained from the plasma of 503 patients with metastatic colorectal cancer who enrolled in the CORRECT trial. 26184520

2015

Entrez Id: 4524
Gene Symbol: MTHFR
MTHFR
Secondary malignant neoplasm of colon and/or rectum
0.060 GeneticVariation BEFREE We undertook this study to evaluate the frequency of MTHFR 677C>T polymorphism and its relationship to the time to progression (TTP) and overall survival (OS) in m-CRC treated with 5-FU/FA. 21044746

2010

Entrez Id: 1956
Gene Symbol: EGFR
EGFR
Secondary malignant neoplasm of colon and/or rectum
0.100 Biomarker BEFREE We undertook a pilot trial to assess the response rate and safety of the BRAF inhibitor vemurafenib combined with anti-EGFR antibody panitumumab in patients with BRAF-mutant mCRC. 25589621

2015

Entrez Id: 673
Gene Symbol: BRAF
BRAF
Secondary malignant neoplasm of colon and/or rectum
0.100 Biomarker BEFREE We undertook a pilot trial to assess the response rate and safety of the BRAF inhibitor vemurafenib combined with anti-EGFR antibody panitumumab in patients with BRAF-mutant mCRC. 25589621

2015

Entrez Id: 1956
Gene Symbol: EGFR
EGFR
Secondary malignant neoplasm of colon and/or rectum
0.100 Biomarker BEFREE We therefore suggest that the analysis of metastatic lesion should be considered in patient management as well as in designing future clinical trials aimed to investigate the effect of anti-EGFR monoclonal antibodies in the treatment of mCRC. 19293803

2009

Entrez Id: 8569
Gene Symbol: MKNK1
MKNK1
Secondary malignant neoplasm of colon and/or rectum
0.010 GeneticVariation BEFREE We therefore hypothesize that variations in the MKNK1 gene predict outcome in mCRC patients treated with first-line FOLFIRI and bevacizumab (bev). 29045529

2017

Entrez Id: 4893
Gene Symbol: NRAS
NRAS
Secondary malignant neoplasm of colon and/or rectum
0.100 GeneticVariation BEFREE We therefore employed four representative MEK1/2 inhibitors (binimetinib, trametinib, selumetinib, and pimasertib) to evaluate the therapeutic value of MEK/ERK signaling in cetuximab-refractory NRAS mutation-induced mCRC. 27636997

2016

Entrez Id: 5609
Gene Symbol: MAP2K7
MAP2K7
Secondary malignant neoplasm of colon and/or rectum
0.080 GeneticVariation BEFREE We therefore employed four representative MEK1/2 inhibitors (binimetinib, trametinib, selumetinib, and pimasertib) to evaluate the therapeutic value of MEK/ERK signaling in cetuximab-refractory NRAS mutation-induced mCRC. 27636997

2016

Entrez Id: 5604
Gene Symbol: MAP2K1
MAP2K1
Secondary malignant neoplasm of colon and/or rectum
0.010 GeneticVariation BEFREE We therefore employed four representative MEK1/2 inhibitors (binimetinib, trametinib, selumetinib, and pimasertib) to evaluate the therapeutic value of MEK/ERK signaling in cetuximab-refractory NRAS mutation-induced mCRC. 27636997

2016

Entrez Id: 3845
Gene Symbol: KRAS
KRAS
Secondary malignant neoplasm of colon and/or rectum
0.100 GeneticVariation BEFREE We then selected 61 patients treated with cetuximab, either in combination with chemotherapy, or alone as a second-line or third-line regimen to assess whether KRAS mutation or PTEN protein expression is associated with the response and the survival time of mCRC patients treated with cetuximab. 21155011

2010