Published online Jan 28, 2014. doi: 10.3748/wjg.v20.i4.943
Revised: November 21, 2013
Accepted: December 5, 2013
Published online: January 28, 2014
Processing time: 116 Days and 4.3 Hours
Colorectal cancer (CRC) is one of the most common cancer worldwide and results from the accumulation of mutations and epimutations in colonic mucosa cells ultimately leading to cell proliferation and metastasis. Unfortunately, CRC prognosis is still poor and the search of novel diagnostic and prognostic biomarkers is highly desired to prevent CRC-related deaths. The present article aims to summarize the most recent findings concerning the use of either genetic or epigenetic (mainly related to DNA methylation) biomarkers for CRC diagnosis, prognosis, and response to treatment. Recent large-scale DNA methylation studies suggest that CRC can be divided into several subtypes according to the frequency of DNA methylation and those of mutations in key CRC genes, and that this is reflected by different prognostic outcomes. Increasing evidence suggests that the analysis of DNA methylation in blood or fecal specimens could represent a valuable non-invasive diagnostic tool for CRC. Moreover, a broad spectrum of studies indicates that the inter-individual response to chemotherapeutic treatments depends on both epigenetic modifications and genetic mutations occurring in colorectal cancer cells, thereby opening the way for a personalized medicine. Overall, combining genetic and epigenetic data might represent the most promising tool for a proper diagnostic, prognostic and therapeutic approach.
Core tip: We summarize the most recent findings concerning genetic and epigenetic biomarkers of colorectal cancer. The article aims to provide an overview of the currently available diagnostic and prognostic biomarkers of the disease. Attention is also paid to the possible application of those biomarkers for the choice of the most proper therapy.
- Citation: Coppedè F, Lopomo A, Spisni R, Migliore L. Genetic and epigenetic biomarkers for diagnosis, prognosis and treatment of colorectal cancer. World J Gastroenterol 2014; 20(4): 943-956
- URL: https://www.wjgnet.com/1007-9327/full/v20/i4/943.htm
- DOI: https://dx.doi.org/10.3748/wjg.v20.i4.943
It is now clear that cancer is a multi-step process resulting from the accumulation of both genetic and epigenetic alterations of the genome[1]. Gene mutations and epigenetic modifications have been initially viewed as two separate mechanisms participating in carcinogenesis. However recent evidence points to a crosstalk between these two mechanisms in cancer formation, suggesting that gene mutations have the potential of disrupting several epigenetic patterns and that epigenetic modifications can drive genome instability and mutagenesis[2,3]. For example, the whole exome sequencing of thousands of human cancers revealed unexpected mutations in genes involved in epigenetic mechanisms, and those mutations have the potential to disrupt DNA methylation patterns, histone modifications, and nucleosome positioning[3]. Similarly, epigenetic inactivation of DNA repair genes, such as hMLH1, hMSH2, MGMT and BRCA1, is often associated with genome instability and increased frequency of point mutations of cancer-related genes[2].
Colorectal cancer (CRC) is one of the most frequent cancers in humans, with over one-million new cases diagnosed worldwide every year[4]. The disease occurs sporadically in most of the cases (75%-80%) as a result of the accumulation of both mutations and epigenetic modifications of several genes[5], and large-scale DNA methylation studies suggest that CRC can be divided into at least three-four subtypes according to the frequency of DNA methylation and those of mutations in key CRC genes[6,7]. The sequential process of gene mutations and epigenetic alterations is believed to drive the progression toward malignant adeno-carcinomas because those events affect signalling pathways that regulate hallmark behaviours of cancer. Gene mutations create a clonal growth advantage that leads to the outgrowth of progressively more malignant cells, which ultimately manifests itself as invasive adeno-carcinoma. The 5-year survival rates are approximately 90% for early CRC patients but decrease to less than 10% in patients with distant metastases, by this the need to identify biomarkers to improve the prediction of clinical outcomes in CRC[8]. Further progress is very much desirable in non-invasive diagnostic methods to enable early diagnosis, pre- and postoperative staging, and to assist in selecting the most suitable neo-adjuvant and adjuvant therapeutic methods and post-treatment. Novel biomarkers which are absent in healthy persons and present in CRC are still being investigated, especially those that can be detected at early development stage of the disease and used in screening tests. Unfortunately, no molecule that would meet all of the foregoing criteria has been identified so far. Carcinoembryonic antigen still remains the only tumour marker of recognised efficacy in monitoring patients during and after CRC therapy[9].
There is an increasing interest to identify mutations in key genes of tumourigenesis, such as APC, CTNNB1, BRAF and KRAS because they are involved in the Wnt and the Ras-Raf-MEK-MAPK signalling cascades (MAPK, mitogen-activated protein kinase; MEK, MAPK/ERK kinase) and therefore play a substantial role in the adenoma-carcinoma and in the serrated adenoma pathways. There are also attempts to “personalise” chemotherapy based on presence or absence of specific genetic biomarkers. For example, therapy with anti-EGFR (epidermal growth factor receptor) antibodies is desirable in patients with advanced CRC and absence of KRAS or BRAF mutations, and defining tumours phenotype - microsatellite instability (MSI) or microsatellite stability (MSS) and testing for the presence or absence of 18q chromosome deletion is very much desirable in standard 5-fluorouracil (5-FU)-based therapy[9,10].
DNA methylation represents one of the most studied epigenetic marks in CRC[11], since methylation of CpG islands in the promoter region of a gene might induce chromatin conformational modifications and inhibit the access of the transcriptional machinery, thus altering gene expression levels. Promoter hypermethylation is commonly associated with gene silencing as well as promoter demethylation with gene expression. The ever-growing number of genes that show epigenetic alterations in cancer emphasizes the crucial role of these epigenetic alterations, and particularly of DNA methylation, for future diagnosis, prognosis and prediction of response to therapies[12]. Lao et al[11] (2011) reviewed the genes that seem to be more commonly methylated in the multi-step process leading from normal colonic epithelium to adenocarcinoma, observing that some of them are frequently methylated in the passage from a normal colon epithelium to an aberrant crypt focus, whilst others are methylated in the passage from an aberrant crypt focus to polyp/adenoma, or could have a role in CRC progression and metastasis. Concerning CRC diagnosis, there is increasing interest in searching for aberrantly methylated genes in plasma DNA and in the DNA obtained from faecal material, as non-invasive diagnostic tools[13,14]. Methylation of certain genes, such as for example those involved in the extracellular matrix (ECM) remodelling pathway, were associated with worse survival in CRC, suggesting that epigenetic biomarkers could gain prognostic value[15]. There is also active research focusing on epigenetic signatures in CRC for their possible interaction with chemotherapeutic agents[16].
Given the enormous potential of both gene mutations and DNA methylation biomarkers in CRC diagnosis, staging, prognosis and response to treatment, active research is currently ongoing to develop rapid, cost effective and reproducible tools for the detection of those marks[12]. Aim of this article is to review currently available genetic and DNA methylation biomarkers for CRC diagnosis, staging, prognosis and treatment.
In 1990, Fearon and Vogelstein proposed a model for colorectal cancer tumourigenesis, which defines the genetic alterations involved in transformation from normal intestinal mucosa to colorectal carcinoma. This aberrant transformation is a multi-step process that includes genetic alterations such as mutation of the APC (adenomatous polyposis coli gene), located on chromosome 5q, which is thought to occur early on during the development of adenomatous polyps, the activation of KRAS (v-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog gene), an oncogene located on chromosome 12p12, during the adenomatous stage and loss of chromosomal regions 17p and 18q that contain tumoural suppressor genes as tumour protein p53 (TP53) and DCC (deleted in colorectal carcinoma), in the transition to carcinoma in situ[17]. A lot of studies, by different approaches, identified these common alterations described by Fearon and Vogelstein and, in addition, others changes such as gain of chromosomes 7, 8q, 13q and 20q, together with loss of the 1p, 4,8p and 22q chromosomal regions were also identified[18-20]. Some studies have suggested that the loss of heterozygosity (LOH) of 17p and 18q could be associated with more advanced stages of the disease; the loss of 17p and 18q are believed to play an important role in the pathogenesis of CRC since these two chromosomes carry genes relevant to the malignant transformation of the gut epithelium and also probably play an important role in the metastatic process. In this regard, recent findings showed that breakpoints in the 17p11.2 chromosomal region were preferentially found in primary colonic tumours in CRC patients with liver metastases[21,22]. The deletion of the long arm of chromosome 18 (loss of 18q or LOH of 18q) is the most common cytogenetic abnormality in CRC and seems to be associated with poor prognosis as 18q contains several important tumour suppressor genes, such as SMAD7, SMAD4, and SMAD2 that are transcriptional mediators in the TGF-β signalling pathway and DCC[23,24]. Mouse studies demonstrate that loss of SMAD4 expression changes the role of TGF-β from growth suppressor to growth promoter, thus increasing the tumorigenic and metastatic potential of colorectal cancer cells[25]. Loss of SMAD activity occurs in 10% of the colorectal cancers and is associated with advanced-stage disease, the presence of lymph node metastases and shorter overall survival and it has been shown to be a significant independent prognostic factor for worse recurrence-free and overall survival, particularly in patients with stage III disease. Patients with stage III disease and intact SMAD4 expression with microsatellite instability were found to have similar outcomes compared with patients with stage II disease, whereas patients with stage II disease and loss of SMAD4 expression without microsatellite instability status had outcomes similar to patients with stage III disease[26]. Retention of SMAD4 expression has also been found to be a predictive marker for a threefold increase in benefit from 5-FU-based chemotherapy[27] while the loss of SMAD4 seems to be a predictive marker for a poorer response to 5-FU[28]. So this chromosome instability (CIN) could have a prognostic value, as patients with CIN+ disease have a poorer prognosis[29].
Over the CIN, another form of genomic instability frequent in CRC is the microsatellite instability, observed at the nucleotide level, frequently resulting in deletions or insertions of a few nucleotides. Microsatellites are polymorphic tandem repeats of short nucleotide sequences distributed through the genome prone to frame shifts and base-pair substitutions during replication if DNA mismatch repair (MMR) genes are impaired. So MSI refers to a clonal change in the number of repeated DNA nucleotide units in microsatellites and appears in tumours with deficient mismatch repair due to the inactivation of the four MMR genes: MSH2, MLH1, MSH6 and PMS2 and while it is typically associated with hereditary non-polyposis colorectal cancer (HNPCC), most MSI-high tumours occur sporadically[30]. Sporadic MSI tumours tend to be more proximal, to occur in older females, to be poorly differentiated and mucinous, and to show marked lymphocytic infiltration[31,32]. Despite their resistance to alkylating agents and cisplatin, MSI-high tumours have better recurrence-free and overall survival. In patients with stage II disease, MSI-high status was found to confer the same advantage in long-term outcomes as that conferred by stage T3 over T4[26]. MSI positive tumours are associated with a better prognosis in all stages of the disease. Patients with MSI tumours have a significant survival advantage compared with patients with non-MSI tumours[33] and are associated with resistance to 5-FU chemotherapy and shorter survival of patients after treatment with the drug[34,35]. MSI can be thus seen as one of the most promising positive prognostic markers for CRC patients and can be detected using a panel of five markers (BAT25, BAT26, D2S123, D5S346, and D17S2720, particularly analyzing this 5 loci, MSI-H is defined as instability at 2 loci or more, and MSI-L, as instability at 1 locus) and a recent study using this panel observed that the presence of MSI-H was significantly higher in carcinomas than in adenomas, confirming the prognostic value of MSI in CRC[36].
Mutations in the APC gene are responsible for familial adenomatous polyposis (FAP) and the majority of sporadic CRC. The APC gene encodes a multifunctional protein with important roles in Wnt signaling pathway, intercellular adhesion, cytoskeleton stabilization, cell cycle regulation, and apoptosis. Mutations of APC may lead to unregulated transcription of oncogenes such as c-myc and cyclin D1, thereby promoting tumourigenesis. Mutations in Wnt/APC/CTNNB1(β-catenin) signalling pathway members have been found in many CRC and more than 90% of patients have alterations that affect it. In light of the critical role of the Wnt/APC/CTNNB1 signalling pathway in maintaining proper colorectal cell function, it is possible that genetic variants in this pathway might affect CRC progression. A meta-analysis provides a complete and systematic picture of the role of three APC polymorphisms (D1822V, E1317Q, I1307K) in the risk of colorectal neoplasia, particularly the I1307K variant was associated with a significantly increased risk for colorectal neoplasia while the E1317Q one was associated with a significantly elevated adenoma risk. This meta-analysis may provide genetic insight into possible strategies for the prevention of colorectal neoplasia[37].
A very recent study, applying a comprehensive approach to systematically evaluate the tag single-nucleotide polymorphisms (tSNPs) in two key genes of the Wnt pathway, APC and CTNNB1, identified, by survival tree analysis, a higher-order genetic interaction profile consisting of the APC rs565453, CTNNB1 rs2293303 and APC rs1816769 and this was significantly associated with overall survival; these SNPs might influence APC/CTNNB1 splicing and expression by altering the consensus splicing site sequences, the transposable elements, and the transcription factor binding sites. If validated, these biomarkers might be valuable to facilitate the identification of good treatment[8].
Recently, it was found that, in advanced-stage cancer, patients with APC mutation/high miR-21, an activator of the Wnt signaling pathway, had poorer overall survival so APC mutation and miR-21 expression could be used to predict the clinical outcome of CRC[38].
The status of KRAS is generally accepted as a predictive marker for response to established EGFR inhibitors used for CRC because mutant KRAS is associated with resistance to anti-EGFR monoclonal antibody (mAb) immunotherapy with agents such as centuximab or panitumumab (Figure 1). It is the only established biomarker in clinical practice for CRC. The KRAS encodes a 21-kD protein (p21ras) involved in the G-protein signal transduction pathway, modulating cellular proliferation and differentiation. KRAS abnormalities are one of the earliest events in the stepwise progression of colorectal neoplasms, being detectable even in histologically unremarkable epithelium and aberrant crypt foci adjacent to cancers. Mutations of the KRAS oncogene result in constitutive activation of this signal transduction pathway and, consequently, unregulated proliferation and impaired differentiation[39]. The KRAS wild-type (WT) protein is transiently activated during tightly regulated signal transduction events. The binding of mAbs to EGFR normally induces receptor internalization, causing a direct inhibition of tyrosine kinase activity and the blockage of downstream RAS/RAF/MAPK signalling (Figure 1). However, activating KRAS mutations result in a constitutively active GTP-bound protein which consequently renders the downstream pathway permanently “switched on” irrespective of the activation status of upstream receptors including EGFR. In such an instance, the binding of an anti-EGFR mAb to EGFR and the inhibition of ligand-mediated receptor activation will fail to elicit any pathway suppressive effects. This constitutive pathway activation leads to unregulated proliferation, impaired differentiation, and resistance to anti-EGFR therapies[40] (Figure 1). Up to 90% of activating mutations of KRAS are detected in codons 12 (82%-87%) and 13 (13%-18%), but less frequently in codons 61, 63 and 146 and they are generally observed as somatic mutations. The most common types of KRAS mutations in CRC are point mutations, particularly G > A transitions and G > T transversions. The codons 12 and 13 code for two adjacent glycine residues located in the proximity of the catalytic site[41]. Specific KRAS mutations may be heterogeneous in their phenotype. For example, codon 12 mutations were associated with a mucinous phenothype of CRC. By contrast, CRCs associated with codon 13 mutations were rather non-mucinous, but were characterized as more aggressive tumours with a greater metastatic potential[42]. However, a recent study observed that patients with an isolated p.G12A mutation (no other KRAS mutations) had aggressive disease (stage III or IV and extensive metastatic or recurrent disease)[43,44].
KRAS mutations have also emerged as a major predictor or resistance to anti-EGFR mAbs, as confirmed by small data sets[45-47], and both retrospective and prospective trials[48-51]. In these studies, patients with metastatic CRC harbouring KRAS mutations had no benefits from treatment with cetuximab or panitumumab either alone or in combination with standard chemotherapy. This discovery led to the first practical implementation of personalized medicine in metastatic CRC, and KRAS mutations can be considered a highly specific negative biomarker for benefit of anti-EGFR mAbs. However it is intriguingly now coming to light that not all KRAS mutations are equal in their biological characteristics and their impact on mediating EGFR resistance, and that not all KRAS mutations will confer resistance to EGFR inhibitor therapy, probably due to heterogeneity of tumours[52-54].
BRAF (V-raf murine sarcoma viral oncogenes homolog B1) is a member of the RAF gene family, it encodes a serine-threonine protein kinase, a downstream effector of activated RAS[55]. In the past decade, many studies have shown that BRAF somatic mutation presents in approximately 10% of CRCs[56,57]. A hotspot for BRAF mutation is the conversion of valine 600 to glutamic acid (V600E) within the kinase activation domain of the BRAF protein and this account for 80% of the BRAF mutations in CRC. This hot spot is suggested to be biologically distinct from other infrequent BRAF mutations, because the cancer cells having the V600E mutation can grow without functional RAS, and thus the BRAF V600E mutation has not been found in CRCs with KRAS mutations[58,59]. BRAF mutations have been linked with high grade, right side tumours, female gender, older age and MSI-H tumours[51]. A distinct pattern of metastatic spread has also been observed in BRAF mutant tumours, namely higher rates of peritoneal metastases, distant lymph node metastases and lower rates of lung metastases[60]. A very recent study demonstrated sex-related differences in the prognostic value of BRAF mutations in CRC, being particularly evident in men, in fact, BRAF mutation was associated with a significantly reduced cancer-specific survival in overall adjusted analysis[61].
Phosphatidylinositide-3-kinases (PI3K) are lipid kinases that promote various biological processes including cellular proliferation and survival. Mutations in the PIK3CA gene, which encodes the p110α catalytic subunit of PI3K, have been identified in many human solid tumours[62]. In colorectal cancers, PIK3CA mutations, which are found in 10%-20% of the cases, have been reported to be associated with specific clinicopathological features and molecular events, tumour proximal colonic location, mucinous differentiation, KRAS mutation, high levels CIMP and loss of MGMT expression[63]. It is unclear whether PIK3CA mutation defines a clinically and/or biologically relevant subset of tumours as there is significant overlap with KRAS and BRAF V600E mutation; a recent study observed that the adverse prognostic effect of PIK3CA mutation on survival was restricted to patients with a BRAF wild type tumour[63]. The majority of activating PIK3CA mutations map to three sites: exon 9, codons 542 and 545 in the helical domain, and exon 20, codon 1047 in the kinase domain. Mutation at any one of these sites has been shown to result in a gain of enzymatic function and to promote oncogenic transformation in vitro and in vivo (Figure 1). Co-existence of PIK3CA exon 9 and 20 mutations is associated with poor prognosis of CRC patients[64,65]. More recently, PIK3CA mutation was associated with longer survival in patients who use aspirin regularly after diagnosis[66].
Loss of PTEN expression (PTEN is a key tumour suppressor gene involved in the homeostatic maintenance of PI3K/AKT signalling) was associated with a higher rate of distant metastasis[67]. However, patients with PTEN expression had significantly longer overall survival than patients with PTEN loss tumour[68].
TP53 is a tumour suppressor gene encoding a protein involved in the regulation of cell division, growth arrest and apoptosis. A recent study[69] demonstrated that p53 expression was a significant prognostic factor for disease-free survival for the patients with stage III tumour and also found stage III tumours with wt-p53 high expression were associated with a significantly better prognosis after chemotherapy, according to previous findings[70].
A very recent study[71], exploring candidate tumour suppressor genes at chromosome 4q25-q28.2, found a novel candidate tumour suppressor gene, namely NDST4, identified at 4q26. This gene was markedly downregulated in CRC tumours and this genetic aberration was increased considerably in tumours with higher pathological stages (T3 and T4). NDST4 is one member of the N-deacetylase/N-sulfotransferase (heparan glucosaminyl) (NDST) family, which is responsible for heparan sulfate (HS) biosynthesis on a core protein to form heparan sulphate proteoglycans (HSPGs) that contribute to the tissue structure and function during development and adult homeostasis. The loss of function of NDST4 might impair the modification of HS chains of specific HSPGs, leading to more invasive tumour cells through remodelling of the interaction of cell adhesion receptors and ligands. The genetic loss of NDST4 might serve as a biomarker of adverse prognosis for patients with CRC[71].
During the last few years, chemotherapeutic agents, such as oxaliplatin, irinotecan, cetuximab, panitumumab, bevacizumab, aflibercept and regorafenib, have been approved as an addition to the traditional fluorouracil (5-FU) treatment, increasing the median overall survival. The survival of patients with metastatic CRC (mCRC) progressively improved over the past decades was due primarily to new chemotherapeutic combinations (5-FU, irinotecan, oxaliplatin) and the introduction of new therapies, among which there are two monoclonal antibodies against the receptor of epidermal growth factor receptor, cetuximab and panitumumab, effectual in the treatment of mCRC. However, these treatments are toxic and expensive, by this, the necessity to select patients most likely to have benefit with the treatment. Several analyses have revealed that patients with KRAS mutations receiving first and subsequent lines of treatment do not respond to cetuximab or panitumumab, and that they show no survival benefit from such treatments (Figure 1). Therefore, patients with mCRC with KRAS codon 12 or KRAS codon 13 mutated tumours are presently excluded from treatment with anti-EGFR mAb. Recent study has demonstrated, for the first time, that KRAS wt status is associated with better response to bevacizumab based chemotherapy and represents a positive prognostic factor for patients with advanced CRC treated in the first-line setting[72]. Codon 12 KRAS and BRAF mutations predict for adverse outcome of CRC patients receiving cetuximab[73]. KRAS mutations are, also, predictive of resistance to anti-EGFR antibodies when combined with irinotecan[49], response negatively affected also by NRAS, BRAF and PI3KCA mutations[43,74,75], as well as by a wild-type TP53[76]. So KRAS status has emerged as a major predictor of resistance to anti-EGFR mAb in the clinical setting but probably it is not the only to determine this type of resistance, in fact, a recent meta-analysis showed that BRAF mutation is associated with poor response to anti-EGFR mAbs and it is an adverse prognostic biomarker of the survival of patients with mCRC[77]. Regular aspirin use was associated with lower risk of BRAF wt colorectal cancer but not with BRAF mutated cancer risk. These findings suggest that BRAF mutant colon tumour cells may be less sensitive to the effect of aspirin[78]. In addition to KRAS and BRAF mutations, loss of PTEN expression and PIK3CA mutation is likely to be predictive of a lack of benefit to anti-EGFR therapy in metastatic colorectal cancer[79] (Figure 1); PTEN expressing tumours had statistically higher response rate for cetuximab based treatment than tumours with PTEN loss[68].
CRCs with MSI are reported to have a significantly better prognosis compared with CRCs without MSI (non-MSI), while MSI CRCs show resistance to 5-FU based chemotherapies. Although high frequency MSI tumours have better stage independent prognosis compared to those with CIN, MMR deficient CRC appears to be resistant to fluorouracil based treatment, but sensitive to other therapeutic regimens[80]. A summary of genetic biomarkers for CRC is shown in Table 1.
Biomarkers | Ref. | |
Genetic biomarkers | Prognosis | |
Breakpoints of 17p11.2 | Found in primary colonic tumours in CRC patients with liver metastasis | [22] |
Loss of 18q | Poor prognosis | [23,24] |
Loss of SMAD | Advanced stage disease (III), lymph node metastases, shorter overall survival | [26] |
APC mutations | Poorer overall survival | [39] |
KRAS mutations | Heterogeneous phenotype of CRC | [43,44,45] |
BRAF mutations | Specific phenotype and metastasis | [61,62] |
PIK3CA mutations | Poor prognosis and specific clinicopathological features | [64] |
Loss of PTEN | High rate of distant metastasis | [68] |
TP53 expression | Worse prognosis | [70,71] |
Loss of NDST4 | Adverse prognosis | [72] |
Candidate biomarkers | Chemoresistance/Chemosensitivity | |
Loss of SMAD4 | Poorer response to 5-FU | [28] |
MSI | Resistance to 5-FU | [83] |
KRAS, BRAF, PI3KCA, PTEN mutations | Resistance to anti-EGFR mAb | [46-52,74,75,79-81] |
Global DNA hypomethylation and depletion of overall 5-methylcytosine content in CRC tissues was observed for the first time in 1983, by Feinberg and Vogelstein. It was observed predominantly at CpG dinucleotides in repetitive sequences, occurring gradually, age-dependently, and early in carcinogenesis[81]. It was also clear from the beginning that global DNA hypomethylation in CRC tissues was accompanied by hypermethylation and transcriptional silencing of tumours suppressor genes or genes coding for DNA repair proteins[82]. Subsequent studies revealed that hundreds of genes are aberrantly methylated in the average CRC genome, and their number is ever-growing, including genes of the Wnt signalling pathway such as APC, AXIN2, DKK1, SFRP1, SFRP2, WNT5A, the DNA repair genes MGMT, hMLH1, and hMLH2, cell cycle-related genes such as CDKN2AINK4a(p14), CDKN2AA-INK4b(p15), and CDKN2AARF(p16), the RAS signalling genes RASSF1A and RASSF1B, and many more[11,83,84]. Although all CRCs are characterized by the presence of hypermethylation, a specific subgroup of them, denoted as the CpG island methylator phenotype (CIMP+), displays extensive levels of methylated genes[85]. By an epigenetic point of view, CRCs can be broadly divided into CIMP+ and non-CIMP tumours, but taking into account also genetic alterations, several subgroups have been proposed. For example, Hinoue and coworkers recently proposed the following four subtypes: (1) CIMP-high tumours exhibiting a very high frequency of cancer-specific DNA hypermethylation associated with MLH1 methylation, microsatellite instability, and the BRAF V600E mutation; (2) CIMP-low tumours associated with KRAS mutations and characterized by methylation of a subset of CIMP-high associated genes; (3) Non-CIMP tumours characterized by TP53 mutations and frequent occurrence in the distal colon; and (4) Non-CIMP tumours showing a low frequency of cancer-specific gene mutation and hypermethylation, and enriched of rectal tumours[7]. Increasing evidence suggests that several of those epigenetic modifications can be valuable biomarkers for CRC diagnosis, progression, prognosis, tendency to metastasis, and response to treatment (Table 2).
DNA methylation biomarkers | Ref. | |
Methylated genes/loci | Frequently methylated in | |
SLC5A8, SFRP1, SFRP2, CDH13, CRABP1, RUNX3, MINT1, MINT31, WNT5A | Normal colon epithelium → aberrant crypt focus | [11,105] |
p14, HLTF, ITGA4, CDKN2A/p16, CDH1, ESR1 | Aberrant crypt focus → polyp/adenoma | [11] |
TIMP3, CXCL12, ID4, IRF8, MGMT, hMLH1 | Polyp/adenoma → metastasis | [11] |
SPARC, miR-34b/c, miR-126, miR-128 | Lymphovascular invasion, metastasis | [114-117] |
Methylation biomarkers | CRC Diagnosis | |
SEPT9, SFRP2, THDB, SBC2 | Blood-based PCR test for the detection of CRC | [91-97] |
VIM, FBN1 | Stool-based test for the detection of CRC | [14,100] |
Methylation biomarkers | Prognosis | |
p14, RASSF1A, and APC | Poor prognosis | [107] |
MGMT, hMLH1 | Improved survival | [107,108] |
p16 | Poor prognosis | [109] |
HOPX-β | Worse prognosis of stage III CRC | [110] |
Extracellular matrix genes (IGFBP3, EVL, CD109 and FLNC) | Worse survival | [111] |
IGF2 hypomethylation | Poor prognosis, short survival | [112] |
Polycomb genes (SFRP1, MYOD1, HIC1, and SLIT2) | Favourable prognosis in non-CIMP male patients | [113] |
miR-34b/c, miR-126, miR-128 | Invasive tumors | [115-117] |
Candidate biomarkers | Chemoresistance/Chemosensitivity | |
TFAP2E | No responsiveness to 5-FU, irinotecan, oxaliplatin | [118] |
DYPD, TYMP, UMPK, SPARC | Their methylation might affect 5-FU treatment1 | [16,119] |
UGT1A1 | Its methylation might affect irinotecan treatment1 | [119] |
MGMT | Clinical response to dacarbazine is restricted to those with MGMT hypermethylation | [120] |
Aberrant patterns of DNA methylation from CRC cells can be detected in tumours-derived cell-free DNA found in blood or feces of cancer patients, and there is also evidence that often DNA methylation profiles in blood reflect those in CRC tissues[86]. This led researchers to search for DNA methylation biomarkers in those specimens and to develop blood-based and stool-based non-invasive and cost-effective epigenetic CRC diagnostic tools[87]. The presence of aberrantly methylated septin 9 (SEPT9) in plasma is a valuable and minimally invasive blood-based PCR test (Figure 2), showing a sensitivity and a specificity of almost 90% in the detection of CRC[13,87,88], and represents a currently commercialized test as it is able to detect CRC at all stages and locations[89]. Researchers have evaluated the possibility to include the methylation analysis of additional genes, such as for example ALX4 and HLTF, to increase the sensitivity of this blood-based test[90,91]. Others are searching for different blood-based biomarkers than SEPT9. For example, the methylation status of secreted frizzled-related protein 2 gene (SFRP2) in CRC tissues, serum and fecal DNA was able to detect almost 67% CRCs[92], and recent genome-scale search of DNA-methylation biomarkers for blood-based detection of CRC revealed that methylated thrombomodulin (THBD) gene detects 74% of stage I/II CRCs at a specificity of 80%[93], and that methylation of the syndecan 2 (SDC2) gene has a sensitivity of 92% for stage I CRC[94].
A stool-based test for the methylation analysis of the vimentin (VIM) gene is available in the United States (Figure 2) and has a specificity and sensitivity of almost 80%[14]. Several hypermethylated genes isolated from stool samples have been utilised as biomarkers for the detection of CRC or colorectal adenomas, including APC, p16, hMLH1, MGMT, SFRP1, SFRP2 and VIM[95]. Two meta-analyses of those studies revealed that the sensitivity for the detection of CRC or adenomas ranged from 62% to 75%[95,96]. Recently, hypermethylation of fibrillin-1 (FBN1) was detected in CRC stool samples, and showed 72% sensitivity and 93% specificity for detecting CRC[97].
A few years ago, Lao and Grady reviewed the genes that seem to be more commonly methylated in the multi-step process leading from normal colonic epithelium to adenocarcinoma. At least six genes (SLC5A8, SFRP1, SFRP2, CDH13, CRBP1, and RUNX3) and two loci (MINT1 and MINT31) have been consistently found to be methylated in the passage from a normal colon epithelium to an aberrant crypt focus. Other genes (p14, HLTF, ITGA4, p16, CDH1 and ESR1) resulted frequently methylated in the passage from an aberrant crypt focus to polyp/adenoma, and four additional genes (TIMP3, CXCL12, ID4, and IRF8) could have a role in CRC progression and metastasis[11]. More recent studies revealed additional epigenetic biomarkers linked to CRC staging and progression. A high degree of LINE-1 hypomethylation was found in early-onset CRC, a clinically distinct form of CRC that is often associated with a poor prognosis[98]. LINE-1 hypomethylation leads to the activation of proto-oncogenes in CRC metastasis[99]. There is also indication that the clinical outcome of MSI CRCs depends on LINE-1 methylation, suggesting that lower LINE-1 methylation status serves as a significant prognostic parameter of adverse prognosis[100]. Serrated adenomas form a distinct subtype of colorectal pre-malignant lesions that may progress to malignancy along a different molecular pathway than the conventional adenoma-carcinoma pathway, and loss of expression of the slit homolog 2 (SLIT2) gene by promoter hypermethylation and loss of heterozygosity events are significantly associated with serrated adenoma development[101]. Methylation of the WNT5A gene, a member of the WNT gene family, has been frequently detected in early gastric carcinomas[102]. Also somatic mutations, allele loss, and DNA methylation of the cub and sushi multiple domains 1 (CSMD1) gene, whose function is still unclear, correlate with earlier clinical presentation in CRC[103].
Concerning CRC prognostic biomarkers, it was shown that DNA methylation of p14, RASSF1A and APC genes, defines a poor prognosis subset of CRC patients independently of both tumour stage and differentiation[104], whilst MGMT methylation seemed to play a protective role[104], and MLH1 inactivation through hypermethylation was found to be related to improved survival[105]. A meta-analysis of 11 studies indicated that p16 hypermethylation might be a predictive factor for unfavourable prognosis of CRC patients[106]. Homeodomain-only protein X-β gene (HOPX-β) promoter methylation was recently shown to be frequent in human cancers and was suggested to act as a tumours suppressor gene. Particularly, HOPX-β promoter methylation was associated with worse prognosis of stage III CRC patients and also with poor differentiation[107]. Methylation of genes in the extracellular matrix (ECM) remodelling pathway, such as IGFBP3, EVL, CD109 and FLNC, was associated with worse survival, suggesting that methylation of this pathway might represent a prognostic signature in CRC[108]. Similarly, hypomethylation of the insulin growth factor II (IGF2) differentially methylated region in colorectal tumours was associated with poor prognosis[109]. Conversely, methylation of the polycomb group target genes, including SFRP1, MYOD1, HIC1, and SLIT2, resulted in favourable prognosis in non-CIMP male patients[110].
Lymphovascular invasion of CRC was related to methylation of the gene encoding the secreted protein acidic and rich in cysteine (SPARC) in stromal cells[111]. Others analysed DNA methylation in mucosal wash fluid from patients undergoing colonoscopy, observing that methylation of the micro-RNA (miR-34b/c) had the greatest correlation with invasive tumours[112]. Methylation of miR-128 in CRC samples led to an upregulation of its target gene NEK2 that resulted in lymphatic invasion and peritoneal dissemination[113]. It was also shown that epigenetic silencing of miR-126 contributes to tumour invasion and angiogenesis in CRC[114].
Epigenetic signatures in CRC are also of interest for their possible interactions with chemotherapeutic agents. Indeed, the epigenetic silencing of a particular gene might result in chemosensitivity or chemoresistance toward a particular therapeutic agent[16]. Crea et al[16] proposed a panel of genes whose aberrant methylation could contribute to chemosensitivity or chemoresistance to 5-FU, irinotecan, and oxaliplatin, three of the most frequently used drugs in CRC treatment. 5-FU antitumor activity is mainly exerted by inhibiting thymidylate synthase, in the de novo synthesis of pyrimidines. Increased TYMS expression is one of the major mechanisms of 5-FU chemoresistance, and there is indication that histone acetylation/deacetylation processes, rather than DNA methylation of the promoter, might be of relevance in epigenetically regulating TYMS expression in CRC. Several other genes that participate in pyrimidine metabolism might represent potential molecular determinants of 5-FU chemoresistance, including dihydropyrimidine dehydrogenase (DYPD), thymidine phosphorylase (TYMP), and uridine monophosphate/cytidine monophosphate kinase (UMPK) genes. Their potential epigenetic contribution to 5-FU resistance in CRC patients is under investigation[16].
Hypermethylation of the gene encoding the transcription factor AP-2 epsilon (TFAP2E) was found in 51% of CRC patients and resulted in clinical nonresponsiveness to chemotherapy (5-FU, irinotecan or oxaliplatin)[115]. Functional assays showed that TFAP2E chemoresistance is mediated through its downstream target gene DKK4, encoding for dickkopf homolog 4 protein[115].
Other genes whose methylation might be associated with decreased sensitivity to 5-FU or irinotecan chemotherapy are SPARC coding for the matricellular protein osteonectin[116], and UGT1A1 coding for the UDP glucuronosyltransferase- 1A1 enzyme, the major enzyme involved in irinotecan detoxification[16].
CRC patients who had failed standard therapies (oxaliplatin, irinotecan, 5-FU, or cetuximab or panitumumab if KRAS wild type) were treated with dacarbazine, an alkylating agent that exerts its antitumor activity inducing base pair mismatches[117]. Hypermethylation of the MGMT gene occurs in almost 40% of CRC patients, and clinical responses to dacarbazine are confined to those tumours harbouring epigenetic silencing of the MGMT gene[118].
In addition to genetic aberrations, DNA methylation also plays important roles in the development of CRC. Recent genome-scale approaches revealed that CRCs exhibit multiple genetic alterations, including allelic imbalances (copy number alterations) at various chromosomal loci. For example, alongside with mutations of TP53, KRAS, BRAF, and PIK3CA, genomic losses commonly occurred at 3q26.1, 4q13.2, 6q21.32, 7q34, 8p12-23.3, 15qcen and 18, while gains were commonly found at 1q21.3-23.1, 7p22.3-q34, 13q12.11-14.11, and 20. Moreover, the total number of copy number alterations were significantly associated with the aberrant DNA methylation of six marker genes[118]. Similarly, transcriptome analyses are revealing thousands of genes whose expression is altered, likely through promoter methylation, in CRC tissues[119]. Goal of present and future research is to identify those biomarkers that could allow a feasible, cost-effective and non-invasive diagnosis of CRC, as well as to understand which panel of biomarkers can be used to better define patient’s prognosis and the best choice of available treatments (Figure 2). Several examples are provided within this review suggesting the need to combine genetic and epigenetic data for a better diagnostic, prognostic and therapeutic approach. Integration of those data with transcriptome and proteome profiles could represent a valuable strategy to further understand the molecular pathways involved in CRC, as well as to improve life expectancies and quality of life of the patients.
P- Reviewers: Chu SH, Kuo HC, Nedrebo BS S- Editor: Qi Y L- Editor: A E- Editor: Ma S
1. | Dawson MA, Kouzarides T. Cancer epigenetics: from mechanism to therapy. Cell. 2012;150:12-27. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 1920] [Cited by in F6Publishing: 2143] [Article Influence: 178.6] [Reference Citation Analysis (0)] |
2. | Toyota M, Suzuki H. Epigenetic drivers of genetic alterations. Adv Genet. 2010;70:309-323. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 40] [Cited by in F6Publishing: 46] [Article Influence: 3.3] [Reference Citation Analysis (0)] |
3. | You JS, Jones PA. Cancer genetics and epigenetics: two sides of the same coin? Cancer Cell. 2012;22:9-20. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 794] [Cited by in F6Publishing: 749] [Article Influence: 62.4] [Reference Citation Analysis (0)] |
4. | Harrison S, Benziger H. The molecular biology of colorectal carcinoma and its implications: a review. Surgeon. 2011;9:200-210. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 49] [Cited by in F6Publishing: 52] [Article Influence: 4.0] [Reference Citation Analysis (0)] |
5. | Migliore L, Migheli F, Spisni R, Coppedè F. Genetics, cytogenetics, and epigenetics of colorectal cancer. J Biomed Biotechnol. 2011;2011:792362. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 153] [Cited by in F6Publishing: 172] [Article Influence: 13.2] [Reference Citation Analysis (0)] |
6. | Shen L, Toyota M, Kondo Y, Lin E, Zhang L, Guo Y, Hernandez NS, Chen X, Ahmed S, Konishi K. Integrated genetic and epigenetic analysis identifies three different subclasses of colon cancer. Proc Natl Acad Sci USA. 2007;104:18654-18659. [PubMed] [Cited in This Article: ] |
7. | Hinoue T, Weisenberger DJ, Lange CP, Shen H, Byun HM, Van Den Berg D, Malik S, Pan F, Noushmehr H, van Dijk CM. Genome-scale analysis of aberrant DNA methylation in colorectal cancer. Genome Res. 2012;22:271-282. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 455] [Cited by in F6Publishing: 459] [Article Influence: 35.3] [Reference Citation Analysis (0)] |
8. | Ting WC, Chen LM, Pao JB, Yang YP, You BJ, Chang TY, Lan YH, Lee HZ, Bao BY. Common genetic variants in Wnt signaling pathway genes as potential prognostic biomarkers for colorectal cancer. PLoS One. 2013;8:e56196. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 26] [Cited by in F6Publishing: 32] [Article Influence: 2.9] [Reference Citation Analysis (0)] |
9. | Lech G, Slotwinski R, Krasnodebski IW. The role of tumor markers and biomarkers in colorectal cancer. Neoplasma. 2013;Sep 20; Epub ahead of print. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 32] [Cited by in F6Publishing: 33] [Article Influence: 3.3] [Reference Citation Analysis (0)] |
10. | Yokota T. Are KRAS/BRAF mutations potent prognostic and/or predictive biomarkers in colorectal cancers? Anticancer Agents Med Chem. 2012;12:163-171. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 96] [Cited by in F6Publishing: 101] [Article Influence: 8.4] [Reference Citation Analysis (0)] |
11. | Lao VV, Grady WM. Epigenetics and colorectal cancer. Nat Rev Gastroenterol Hepatol. 2011;8:686-700. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 432] [Cited by in F6Publishing: 506] [Article Influence: 38.9] [Reference Citation Analysis (0)] |
12. | Heyn H, Esteller M. DNA methylation profiling in the clinic: applications and challenges. Nat Rev Genet. 2012;13:679-692. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 567] [Cited by in F6Publishing: 551] [Article Influence: 45.9] [Reference Citation Analysis (0)] |
13. | Grützmann R, Molnar B, Pilarsky C, Habermann JK, Schlag PM, Saeger HD, Miehlke S, Stolz T, Model F, Roblick UJ. Sensitive detection of colorectal cancer in peripheral blood by septin 9 DNA methylation assay. PLoS One. 2008;3:e3759. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 281] [Cited by in F6Publishing: 298] [Article Influence: 18.6] [Reference Citation Analysis (0)] |
14. | Itzkowitz S, Brand R, Jandorf L, Durkee K, Millholland J, Rabeneck L, Schroy PC, Sontag S, Johnson D, Markowitz S. A simplified, noninvasive stool DNA test for colorectal cancer detection. Am J Gastroenterol. 2008;103:2862-2870. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 115] [Cited by in F6Publishing: 115] [Article Influence: 7.2] [Reference Citation Analysis (0)] |
15. | de Caestecker MP, Hall CL, MacIver AG. Atypical antiglomerular basement membrane disease associated with thin membrane nephropathy. Nephrol Dial Transplant. 1990;5:909-913. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 106] [Cited by in F6Publishing: 112] [Article Influence: 8.6] [Reference Citation Analysis (0)] |
16. | Crea F, Nobili S, Paolicchi E, Perrone G, Napoli C, Landini I, Danesi R, Mini E. Epigenetics and chemoresistance in colorectal cancer: an opportunity for treatment tailoring and novel therapeutic strategies. Drug Resist Updat. 2011;14:280-296. [PubMed] [Cited in This Article: ] |
17. | Fearon ER, Vogelstein B. A genetic model for colorectal tumorigenesis. Cell. 1990;61:759-767. [PubMed] [Cited in This Article: ] |
18. | Ashktorab H, Schäffer AA, Daremipouran M, Smoot DT, Lee E, Brim H. Distinct genetic alterations in colorectal cancer. PLoS One. 2010;5:e8879. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 80] [Cited by in F6Publishing: 93] [Article Influence: 6.6] [Reference Citation Analysis (0)] |
19. | Bruin SC, Klijn C, Liefers GJ, Braaf LM, Joosse SA, van Beers EH, Verwaal VJ, Morreau H, Wessels LF, van Velthuysen ML. Specific genomic aberrations in primary colorectal cancer are associated with liver metastases. BMC Cancer. 2010;10:662. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 27] [Cited by in F6Publishing: 29] [Article Influence: 2.1] [Reference Citation Analysis (0)] |
20. | Nakao M, Kawauchi S, Uchiyama T, Adachi J, Ito H, Chochi Y, Furuya T, Oga A, Sasaki K. DNA copy number aberrations associated with the clinicopathological features of colorectal cancers: Identification of genomic biomarkers by array-based comparative genomic hybridization. Oncol Rep. 2011;25:1603-1611. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 2] [Cited by in F6Publishing: 7] [Article Influence: 0.5] [Reference Citation Analysis (0)] |
21. | Muñoz-Bellvis L, Fontanillo C, González-González M, Garcia E, Iglesias M, Esteban C, Gutierrez ML, Abad MM, Bengoechea O, De Las Rivas J. Unique genetic profile of sporadic colorectal cancer liver metastasis versus primary tumors as defined by high-density single-nucleotide polymorphism arrays. Mod Pathol. 2012;25:590-601. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 26] [Cited by in F6Publishing: 28] [Article Influence: 2.3] [Reference Citation Analysis (0)] |
22. | González-González M, Muñoz-Bellvis L, Mackintosh C, Fontanillo C, Gutiérrez ML, Abad MM, Bengoechea O, Teodosio C, Fonseca E, Fuentes M. Prognostic Impact of del(17p) and del(22q) as assessed by interphase FISH in sporadic colorectal carcinomas. PLoS One. 2012;7:e42683. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 12] [Cited by in F6Publishing: 15] [Article Influence: 1.3] [Reference Citation Analysis (0)] |
23. | Fleming NI, Jorissen RN, Mouradov D, Christie M, Sakthianandeswaren A, Palmieri M, Day F, Li S, Tsui C, Lipton L. SMAD2, SMAD3 and SMAD4 mutations in colorectal cancer. Cancer Res. 2013;73:725-735. [PubMed] [DOI] [Cited in This Article: ] [Cited by in F6Publishing: 691] [Reference Citation Analysis (0)] |
24. | Watanabe T, Kobunai T, Yamamoto Y, Konishi T, Yano H, Iinuma H, Hayama T, Nozawa K, Ishihara S, Matsuda K. Prognostic significance of 18q loss of heterzygosity in microsatellite-stable colorectal cancer. J Clin Oncol. 2010;28:e119; author reply e120. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 7] [Cited by in F6Publishing: 8] [Article Influence: 0.6] [Reference Citation Analysis (0)] |
25. | Zhang B, Halder SK, Kashikar ND, Cho YJ, Datta A, Gorden DL, Datta PK. Antimetastatic role of Smad4 signaling in colorectal cancer. Gastroenterology. 2010;138:969-80.e1-3. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 146] [Cited by in F6Publishing: 169] [Article Influence: 12.1] [Reference Citation Analysis (0)] |
26. | Roth AD, Delorenzi M, Tejpar S, Yan P, Klingbiel D, Fiocca R, d’Ario G, Cisar L, Labianca R, Cunningham D. Integrated analysis of molecular and clinical prognostic factors in stage II/III colon cancer. J Natl Cancer Inst. 2012;104:1635-1646. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 182] [Cited by in F6Publishing: 196] [Article Influence: 16.3] [Reference Citation Analysis (0)] |
27. | Kolesnikov GF, Pirogov VA, Saĭdakova NA. [Clinical characteristics and bioelectrical activity of the muscles of the urogenital apparatus in patients with enuresis]. Pediatriia. 1975;29-30. [PubMed] [Cited in This Article: ] |
28. | Alhopuro P, Alazzouzi H, Sammalkorpi H, Dávalos V, Salovaara R, Hemminki A, Järvinen H, Mecklin JP, Schwartz S, Aaltonen LA. SMAD4 levels and response to 5-fluorouracil in colorectal cancer. Clin Cancer Res. 2005;11:6311-6316. [PubMed] [Cited in This Article: ] |
29. | Walther A, Houlston R, Tomlinson I. Association between chromosomal instability and prognosis in colorectal cancer: a meta-analysis. Gut. 2008;57:941-950. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 259] [Cited by in F6Publishing: 252] [Article Influence: 15.8] [Reference Citation Analysis (0)] |
30. | Grady WM, Carethers JM. Genomic and epigenetic instability in colorectal cancer pathogenesis. Gastroenterology. 2008;135:1079-1099. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 620] [Cited by in F6Publishing: 688] [Article Influence: 43.0] [Reference Citation Analysis (0)] |
31. | Benatti P, Gafà R, Barana D, Marino M, Scarselli A, Pedroni M, Maestri I, Guerzoni L, Roncucci L, Menigatti M. Microsatellite instability and colorectal cancer prognosis. Clin Cancer Res. 2005;11:8332-8340. [PubMed] [Cited in This Article: ] |
32. | Kloor M, Staffa L, Ahadova A, von Knebel Doeberitz M. Clinical significance of microsatellite instability in colorectal cancer. Langenbecks Arch Surg. 2014;399:23-31. [PubMed] [Cited in This Article: ] |
33. | Popat S, Hubner R, Houlston RS. Systematic review of microsatellite instability and colorectal cancer prognosis. J Clin Oncol. 2005;23:609-618. [PubMed] [Cited in This Article: ] |
34. | Sargent DJ, Marsoni S, Monges G, Thibodeau SN, Labianca R, Hamilton SR, French AJ, Kabat B, Foster NR, Torri V. Defective mismatch repair as a predictive marker for lack of efficacy of fluorouracil-based adjuvant therapy in colon cancer. J Clin Oncol. 2010;28:3219-3226. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 1132] [Cited by in F6Publishing: 1156] [Article Influence: 82.6] [Reference Citation Analysis (0)] |
35. | Sinicrope FA, Foster NR, Thibodeau SN, Marsoni S, Monges G, Labianca R, Kim GP, Yothers G, Allegra C, Moore MJ. DNA mismatch repair status and colon cancer recurrence and survival in clinical trials of 5-fluorouracil-based adjuvant therapy. J Natl Cancer Inst. 2011;103:863-875. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 366] [Cited by in F6Publishing: 383] [Article Influence: 29.5] [Reference Citation Analysis (0)] |
36. | Losso GM, Moraes Rda S, Gentili AC, Messias-Reason IT. Microsatellite instability--MSI markers (BAT26, BAT25, D2S123, D5S346, D17S250) in rectal cancer. Arq Bras Cir Dig. 2012;25:240-244. [PubMed] [Cited in This Article: ] |
37. | Liang J, Lin C, Hu F, Wang F, Zhu L, Yao X, Wang Y, Zhao Y. APC polymorphisms and the risk of colorectal neoplasia: a HuGE review and meta-analysis. Am J Epidemiol. 2013;177:1169-1179. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 52] [Cited by in F6Publishing: 58] [Article Influence: 5.3] [Reference Citation Analysis (0)] |
38. | Chen TH, Chang SW, Huang CC, Wang KL, Yeh KT, Liu CN, Lee H, Lin CC, Cheng YW. The prognostic significance of APC gene mutation and miR-21 expression in advanced-stage colorectal cancer. Colorectal Dis. 2013;15:1367-1374. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 46] [Cited by in F6Publishing: 54] [Article Influence: 4.9] [Reference Citation Analysis (0)] |
39. | Bolocan A, Ion D, Ciocan DN, Paduraru DN. Prognostic and predictive factors in colorectal cancer. Chirurgia (Bucur). 2012;107:555-563. [PubMed] [Cited in This Article: ] |
40. | Scaltriti M, Baselga J. The epidermal growth factor receptor pathway: a model for targeted therapy. Clin Cancer Res. 2006;12:5268-5272. [PubMed] [Cited in This Article: ] |
41. | Bazan V, Migliavacca M, Zanna I, Tubiolo C, Grassi N, Latteri MA, La Farina M, Albanese I, Dardanoni G, Salerno S. Specific codon 13 K-ras mutations are predictive of clinical outcome in colorectal cancer patients, whereas codon 12 K-ras mutations are associated with mucinous histotype. Ann Oncol. 2002;13:1438-1446. [PubMed] [Cited in This Article: ] |
42. | Bazan V, Agnese V, Corsale S, Calò V, Valerio MR, Latteri MA, Vieni S, Grassi N, Cicero G, Dardanoni G. Specific TP53 and/or Ki-ras mutations as independent predictors of clinical outcome in sporadic colorectal adenocarcinomas: results of a 5-year Gruppo Oncologico dell’Italia Meridionale (GOIM) prospective study. Ann Oncol. 2005;16 Suppl 4:iv50-iv55. [PubMed] [Cited in This Article: ] |
43. | De Roock W, Claes B, Bernasconi D, De Schutter J, Biesmans B, Fountzilas G, Kalogeras KT, Kotoula V, Papamichael D, Laurent-Puig P. Effects of KRAS, BRAF, NRAS, and PIK3CA mutations on the efficacy of cetuximab plus chemotherapy in chemotherapy-refractory metastatic colorectal cancer: a retrospective consortium analysis. Lancet Oncol. 2010;11:753-762. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 1491] [Cited by in F6Publishing: 1615] [Article Influence: 115.4] [Reference Citation Analysis (1)] |
44. | Cushman-Vokoun AM, Stover DG, Zhao Z, Koehler EA, Berlin JD, Vnencak-Jones CL. Clinical utility of KRAS and BRAF mutations in a cohort of patients with colorectal neoplasms submitted for microsatellite instability testing. Clin Colorectal Cancer. 2013;12:168-178. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 21] [Cited by in F6Publishing: 27] [Article Influence: 2.5] [Reference Citation Analysis (0)] |
45. | De Roock W, Piessevaux H, De Schutter J, Janssens M, De Hertogh G, Personeni N, Biesmans B, Van Laethem JL, Peeters M, Humblet Y. KRAS wild-type state predicts survival and is associated to early radiological response in metastatic colorectal cancer treated with cetuximab. Ann Oncol. 2008;19:508-515. [PubMed] [Cited in This Article: ] |
46. | Sastre J, Aranda E, Grávalos C, Massutí B, Varella-Garcia M, Rivera F, Soler G, Carrato A, Manzano JL, Díaz-Rubio E. First-line single-agent cetuximab in elderly patients with metastatic colorectal cancer. A phase II clinical and molecular study of the Spanish group for digestive tumor therapy (TTD). Crit Rev Oncol Hematol. 2011;77:78-84. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 51] [Cited by in F6Publishing: 39] [Article Influence: 2.6] [Reference Citation Analysis (0)] |
47. | Soeda H, Shimodaira H, Watanabe M, Suzuki T, Gamoh M, Mori T, Komine K, Iwama N, Kato S, Ishioka C. Clinical usefulness of KRAS, BRAF, and PIK3CA mutations as predictive markers of cetuximab efficacy in irinotecan- and oxaliplatin-refractory Japanese patients with metastatic colorectal cancer. Int J Clin Oncol. 2013;18:670-677. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 18] [Cited by in F6Publishing: 27] [Article Influence: 2.3] [Reference Citation Analysis (0)] |
48. | Karapetis CS, Khambata-Ford S, Jonker DJ, O’Callaghan CJ, Tu D, Tebbutt NC, Simes RJ, Chalchal H, Shapiro JD, Robitaille S. K-ras mutations and benefit from cetuximab in advanced colorectal cancer. N Engl J Med. 2008;359:1757-1765. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 2724] [Cited by in F6Publishing: 2719] [Article Influence: 169.9] [Reference Citation Analysis (0)] |
49. | Peeters M, Price TJ, Cervantes A, Sobrero AF, Ducreux M, Hotko Y, André T, Chan E, Lordick F, Punt CJ. Randomized phase III study of panitumumab with fluorouracil, leucovorin, and irinotecan (FOLFIRI) compared with FOLFIRI alone as second-line treatment in patients with metastatic colorectal cancer. J Clin Oncol. 2010;28:4706-4713. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 709] [Cited by in F6Publishing: 735] [Article Influence: 52.5] [Reference Citation Analysis (0)] |
50. | Bokemeyer C, Bondarenko I, Hartmann JT, de Braud F, Schuch G, Zubel A, Celik I, Schlichting M, Koralewski P. Efficacy according to biomarker status of cetuximab plus FOLFOX-4 as first-line treatment for metastatic colorectal cancer: the OPUS study. Ann Oncol. 2011;22:1535-1546. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 532] [Cited by in F6Publishing: 586] [Article Influence: 45.1] [Reference Citation Analysis (0)] |
51. | Van Cutsem E, Köhne CH, Láng I, Folprecht G, Nowacki MP, Cascinu S, Shchepotin I, Maurel J, Cunningham D, Tejpar S. Cetuximab plus irinotecan, fluorouracil, and leucovorin as first-line treatment for metastatic colorectal cancer: updated analysis of overall survival according to tumor KRAS and BRAF mutation status. J Clin Oncol. 2011;29:2011-2019. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 1314] [Cited by in F6Publishing: 1452] [Article Influence: 111.7] [Reference Citation Analysis (0)] |
52. | Tejpar S, Celik I, Schlichting M, Sartorius U, Bokemeyer C, Van Cutsem E. Association of KRAS G13D tumor mutations with outcome in patients with metastatic colorectal cancer treated with first-line chemotherapy with or without cetuximab. J Clin Oncol. 2012;30:3570-3577. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 250] [Cited by in F6Publishing: 276] [Article Influence: 23.0] [Reference Citation Analysis (0)] |
53. | Chen J, Ye Y, Sun H, Shi G. Association between KRAS codon 13 mutations and clinical response to anti-EGFR treatment in patients with metastatic colorectal cancer: results from a meta-analysis. Cancer Chemother Pharmacol. 2013;71:265-272. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 37] [Cited by in F6Publishing: 43] [Article Influence: 3.6] [Reference Citation Analysis (0)] |
54. | Peeters M, Douillard JY, Van Cutsem E, Siena S, Zhang K, Williams R, Wiezorek J. Mutant KRAS codon 12 and 13 alleles in patients with metastatic colorectal cancer: assessment as prognostic and predictive biomarkers of response to panitumumab. J Clin Oncol. 2013;31:759-765. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 156] [Cited by in F6Publishing: 184] [Article Influence: 15.3] [Reference Citation Analysis (0)] |
55. | Sridhar SS, Hedley D, Siu LL. Raf kinase as a target for anticancer therapeutics. Mol Cancer Ther. 2005;4:677-685. [PubMed] [Cited in This Article: ] |
56. | Goel A, Nagasaka T, Arnold CN, Inoue T, Hamilton C, Niedzwiecki D, Compton C, Mayer RJ, Goldberg R, Bertagnolli MM. The CpG island methylator phenotype and chromosomal instability are inversely correlated in sporadic colorectal cancer. Gastroenterology. 2007;132:127-138. [PubMed] [Cited in This Article: ] |
57. | Nagasaka T, Koi M, Kloor M, Gebert J, Vilkin A, Nishida N, Shin SK, Sasamoto H, Tanaka N, Matsubara N. Mutations in both KRAS and BRAF may contribute to the methylator phenotype in colon cancer. Gastroenterology. 2008;134:1950-1960, 1960.e1. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 96] [Cited by in F6Publishing: 98] [Article Influence: 6.1] [Reference Citation Analysis (0)] |
58. | De Roock W, Jonker DJ, Di Nicolantonio F, Sartore-Bianchi A, Tu D, Siena S, Lamba S, Arena S, Frattini M, Piessevaux H. Association of KRAS p.G13D mutation with outcome in patients with chemotherapy-refractory metastatic colorectal cancer treated with cetuximab. JAMA. 2010;304:1812-1820. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 570] [Cited by in F6Publishing: 563] [Article Influence: 40.2] [Reference Citation Analysis (0)] |
59. | Tol J, Dijkstra JR, Klomp M, Teerenstra S, Dommerholt M, Vink-Börger ME, van Cleef PH, van Krieken JH, Punt CJ, Nagtegaal ID. Markers for EGFR pathway activation as predictor of outcome in metastatic colorectal cancer patients treated with or without cetuximab. Eur J Cancer. 2010;46:1997-2009. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 158] [Cited by in F6Publishing: 159] [Article Influence: 11.4] [Reference Citation Analysis (0)] |
60. | Tran B, Kopetz S, Tie J, Gibbs P, Jiang ZQ, Lieu CH, Agarwal A, Maru DM, Sieber O, Desai J. Impact of BRAF mutation and microsatellite instability on the pattern of metastatic spread and prognosis in metastatic colorectal cancer. Cancer. 2011;117:4623-4632. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 499] [Cited by in F6Publishing: 566] [Article Influence: 43.5] [Reference Citation Analysis (0)] |
61. | Wangefjord S, Sundström M, Zendehrokh N, Lindquist KE, Nodin B, Jirström K, Eberhard J. Sex differences in the prognostic significance of KRAS codons 12 and 13, and BRAF mutations in colorectal cancer: a cohort study. Biol Sex Differ. 2013;4:17. [PubMed] [Cited in This Article: ] |
62. | Samuels Y, Wang Z, Bardelli A, Silliman N, Ptak J, Szabo S, Yan H, Gazdar A, Powell SM, Riggins GJ. High frequency of mutations of the PIK3CA gene in human cancers. Science. 2004;304:554. [PubMed] [Cited in This Article: ] |
63. | Rosty C, Young JP, Walsh MD, Clendenning M, Sanderson K, Walters RJ, Parry S, Jenkins MA, Win AK, Southey MC. PIK3CA activating mutation in colorectal carcinoma: associations with molecular features and survival. PLoS One. 2013;8:e65479. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 100] [Cited by in F6Publishing: 110] [Article Influence: 10.0] [Reference Citation Analysis (0)] |
64. | Zhao L, Vogt PK. Helical domain and kinase domain mutations in p110alpha of phosphatidylinositol 3-kinase induce gain of function by different mechanisms. Proc Natl Acad Sci USA. 2008;105:2652-2657. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 308] [Cited by in F6Publishing: 339] [Article Influence: 21.2] [Reference Citation Analysis (0)] |
65. | Liao X, Morikawa T, Lochhead P, Imamura Y, Kuchiba A, Yamauchi M, Nosho K, Qian ZR, Nishihara R, Meyerhardt JA. Prognostic role of PIK3CA mutation in colorectal cancer: cohort study and literature review. Clin Cancer Res. 2012;18:2257-2268. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 110] [Cited by in F6Publishing: 413] [Article Influence: 31.8] [Reference Citation Analysis (0)] |
66. | Liao X, Lochhead P, Nishihara R, Morikawa T, Kuchiba A, Yamauchi M, Imamura Y, Qian ZR, Baba Y, Shima K. Aspirin use, tumor PIK3CA mutation, and colorectal-cancer survival. N Engl J Med. 2012;367:1596-1606. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 651] [Cited by in F6Publishing: 638] [Article Influence: 53.2] [Reference Citation Analysis (0)] |
67. | Neumann J, Wehweck L, Maatz S, Engel J, Kirchner T, Jung A. Alterations in the EGFR pathway coincide in colorectal cancer and impact on prognosis. Virchows Arch. 2013;463:509-523. [PubMed] [Cited in This Article: ] |
68. | Tural D, Batur S, Erdamar S, Akar E, Kepil N, Mandel NM, Serdengeçti S. Analysis of PTEN, BRAF and PI3K status for determination of benefit from cetuximab therapy in metastatic colorectal cancer patients refractory to chemotherapy with wild-type KRAS. Tumour Biol. 2013;Sep 1; Epub ahead of print. [PubMed] [Cited in This Article: ] |
69. | Huh JW, Kim HR, Kim YJ. Prognostic role of p53 messenger ribonucleic acid expression in patients after curative resection for stage I to III colorectal cancer: association with colon cancer stem cell markers. J Am Coll Surg. 2013;216:1063-1069. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 6] [Cited by in F6Publishing: 7] [Article Influence: 0.6] [Reference Citation Analysis (0)] |
70. | Russo A, Bazan V, Iacopetta B, Kerr D, Soussi T, Gebbia N. The TP53 colorectal cancer international collaborative study on the prognostic and predictive significance of p53 mutation: influence of tumor site, type of mutation, and adjuvant treatment. J Clin Oncol. 2005;23:7518-7528. [PubMed] [Cited in This Article: ] |
71. | Tzeng ST, Tsai MH, Chen CL, Lee JX, Jao TM, Yu SL, Yen SJ, Yang YC. NDST4 is a novel candidate tumor suppressor gene at chromosome 4q26 and its genetic loss predicts adverse prognosis in colorectal cancer. PLoS One. 2013;8:e67040. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 22] [Cited by in F6Publishing: 24] [Article Influence: 2.2] [Reference Citation Analysis (0)] |
72. | Petrelli F, Coinu A, Cabiddu M, Ghilardi M, Barni S. KRAS as prognostic biomarker in metastatic colorectal cancer patients treated with bevacizumab: a pooled analysis of 12 published trials. Med Oncol. 2013;30:650. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 32] [Cited by in F6Publishing: 40] [Article Influence: 3.6] [Reference Citation Analysis (0)] |
73. | Pentheroudakis G, Kotoula V, De Roock W, Kouvatseas G, Papakostas P, Makatsoris T, Papamichael D, Xanthakis I, Sgouros J, Televantou D. Biomarkers of benefit from cetuximab-based therapy in metastatic colorectal cancer: interaction of EGFR ligand expression with RAS/RAF, PIK3CA genotypes. BMC Cancer. 2013;13:49. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 77] [Cited by in F6Publishing: 86] [Article Influence: 7.8] [Reference Citation Analysis (0)] |
74. | Di Nicolantonio F, Martini M, Molinari F, Sartore-Bianchi A, Arena S, Saletti P, De Dosso S, Mazzucchelli L, Frattini M, Siena S. Wild-type BRAF is required for response to panitumumab or cetuximab in metastatic colorectal cancer. J Clin Oncol. 2008;26:5705-5712. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 1211] [Cited by in F6Publishing: 1226] [Article Influence: 76.6] [Reference Citation Analysis (0)] |
75. | Mao C, Yang ZY, Hu XF, Chen Q, Tang JL. PIK3CA exon 20 mutations as a potential biomarker for resistance to anti-EGFR monoclonal antibodies in KRAS wild-type metastatic colorectal cancer: a systematic review and meta-analysis. Ann Oncol. 2012;23:1518-1525. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 116] [Cited by in F6Publishing: 145] [Article Influence: 11.2] [Reference Citation Analysis (0)] |
76. | Oden-Gangloff A, Di Fiore F, Bibeau F, Lamy A, Bougeard G, Charbonnier F, Blanchard F, Tougeron D, Ychou M, Boissière F. TP53 mutations predict disease control in metastatic colorectal cancer treated with cetuximab-based chemotherapy. Br J Cancer. 2009;100:1330-1335. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 64] [Cited by in F6Publishing: 72] [Article Influence: 4.8] [Reference Citation Analysis (0)] |
77. | Xu Q, Xu AT, Zhu MM, Tong JL, Xu XT, Ran ZH. Predictive and prognostic roles of BRAF mutation in patients with metastatic colorectal cancer treated with anti-epidermal growth factor receptor monoclonal antibodies: a meta-analysis. J Dig Dis. 2013;14:409-416. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 30] [Cited by in F6Publishing: 38] [Article Influence: 3.5] [Reference Citation Analysis (0)] |
78. | Nishihara R, Lochhead P, Kuchiba A, Jung S, Yamauchi M, Liao X, Imamura Y, Qian ZR, Morikawa T, Wang M. Aspirin use and risk of colorectal cancer according to BRAF mutation status. JAMA. 2013;309:2563-2571. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 125] [Cited by in F6Publishing: 132] [Article Influence: 12.0] [Reference Citation Analysis (0)] |
79. | Sood A, McClain D, Maitra R, Basu-Mallick A, Seetharam R, Kaubisch A, Rajdev L, Mariadason JM, Tanaka K, Goel S. PTEN gene expression and mutations in the PIK3CA gene as predictors of clinical benefit to anti-epidermal growth factor receptor antibody therapy in patients with KRAS wild-type metastatic colorectal cancer. Clin Colorectal Cancer. 2012;11:143-150. [PubMed] [Cited in This Article: ] |
80. | Devaud N, Gallinger S. Chemotherapy of MMR-deficient colorectal cancer. Fam Cancer. 2013;12:301-306. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 41] [Cited by in F6Publishing: 38] [Article Influence: 3.8] [Reference Citation Analysis (0)] |
81. | Feinberg AP, Vogelstein B. Hypomethylation distinguishes genes of some human cancers from their normal counterparts. Nature. 1983;301:89-92. [PubMed] [Cited in This Article: ] |
82. | Feinberg AP, Vogelstein B. Hypomethylation of ras oncogenes in primary human cancers. Biochem Biophys Res Commun. 1983;111:47-54. [PubMed] [Cited in This Article: ] |
83. | Coppedè F. Epigenetic biomarkers of colorectal cancer: Focus on DNA methylation. Cancer Lett. 2014;342:238-247. [PubMed] [Cited in This Article: ] |
84. | Goel A, Boland CR. Epigenetics of colorectal cancer. Gastroenterology. 2012;143:1442-1460.e1. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 189] [Cited by in F6Publishing: 190] [Article Influence: 15.8] [Reference Citation Analysis (0)] |
85. | Toyota M, Ahuja N, Ohe-Toyota M, Herman JG, Baylin SB, Issa JP. CpG island methylator phenotype in colorectal cancer. Proc Natl Acad Sci USA. 1999;96:8681-8686. [PubMed] [Cited in This Article: ] |
86. | Danese E, Minicozzi AM, Benati M, Montagnana M, Paviati E, Salvagno GL, Gusella M, Pasini F, Guidi GC, Lippi G. Epigenetic alteration: new insights moving from tissue to plasma - the example of PCDH10 promoter methylation in colorectal cancer. Br J Cancer. 2013;109:807-813. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 35] [Cited by in F6Publishing: 43] [Article Influence: 3.9] [Reference Citation Analysis (0)] |
87. | Lange CP, Laird PW. Clinical applications of DNA methylation biomarkers in colorectal cancer. Epigenomics. 2013;5:105-108. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 23] [Cited by in F6Publishing: 25] [Article Influence: 2.3] [Reference Citation Analysis (0)] |
88. | deVos T, Tetzner R, Model F, Weiss G, Schuster M, Distler J, Steiger KV, Grützmann R, Pilarsky C, Habermann JK. Circulating methylated SEPT9 DNA in plasma is a biomarker for colorectal cancer. Clin Chem. 2009;55:1337-1346. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 361] [Cited by in F6Publishing: 386] [Article Influence: 25.7] [Reference Citation Analysis (0)] |
89. | Summers T, Langan RC, Nissan A, Brücher BL, Bilchik AJ, Protic M, Daumer M, Avital I, Stojadinovic A. Serum-based DNA methylation biomarkers in colorectal cancer: potential for screening and early detection. J Cancer. 2013;4:210-216. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 30] [Cited by in F6Publishing: 36] [Article Influence: 3.3] [Reference Citation Analysis (0)] |
90. | Tänzer M, Balluff B, Distler J, Hale K, Leodolter A, Röcken C, Molnar B, Schmid R, Lofton-Day C, Schuster T. Performance of epigenetic markers SEPT9 and ALX4 in plasma for detection of colorectal precancerous lesions. PLoS One. 2010;5:e9061. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 125] [Cited by in F6Publishing: 135] [Article Influence: 9.6] [Reference Citation Analysis (0)] |
91. | Kostin PA, Zakharzhevskaia NB, Generozov EV, Govorun VM, Chernyshov SV, Shchelygin IuA. [Hypermethylation of the CDH1, SEPT9, HLTF and ALX4 genes and their diagnostic significance in colorectal cancer]. Vopr Onkol. 2010;56:162-168. [PubMed] [Cited in This Article: ] |
92. | Tang D, Liu J, Wang DR, Yu HF, Li YK, Zhang JQ. Diagnostic and prognostic value of the methylation status of secreted frizzled-related protein 2 in colorectal cancer. Clin Invest Med. 2011;34:E88-E95. [PubMed] [Cited in This Article: ] |
93. | Lange CP, Campan M, Hinoue T, Schmitz RF, van der Meulen-de Jong AE, Slingerland H, Kok PJ, van Dijk CM, Weisenberger DJ, Shen H. Genome-scale discovery of DNA-methylation biomarkers for blood-based detection of colorectal cancer. PLoS One. 2012;7:e50266. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 85] [Cited by in F6Publishing: 90] [Article Influence: 7.5] [Reference Citation Analysis (0)] |
94. | Oh T, Kim N, Moon Y, Kim MS, Hoehn BD, Park CH, Kim TS, Kim NK, Chung HC, An S. Genome-wide identification and validation of a novel methylation biomarker, SDC2, for blood-based detection of colorectal cancer. J Mol Diagn. 2013;15:498-507. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 103] [Cited by in F6Publishing: 121] [Article Influence: 11.0] [Reference Citation Analysis (0)] |
95. | Luo YX, Chen DK, Song SX, Wang L, Wang JP. Aberrant methylation of genes in stool samples as diagnostic biomarkers for colorectal cancer or adenomas: a meta-analysis. Int J Clin Pract. 2011;65:1313-1320. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 26] [Cited by in F6Publishing: 30] [Article Influence: 2.3] [Reference Citation Analysis (0)] |
96. | Yang H, Xia BQ, Jiang B, Wang G, Yang YP, Chen H, Li BS, Xu AG, Huang YB, Wang XY. Diagnostic value of stool DNA testing for multiple markers of colorectal cancer and advanced adenoma: a meta-analysis. Can J Gastroenterol. 2013;27:467-475. [PubMed] [Cited in This Article: ] |
97. | Guo Q, Song Y, Zhang H, Wu X, Xia P, Dang C. Detection of hypermethylated fibrillin-1 in the stool samples of colorectal cancer patients. Med Oncol. 2013;30:695. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 44] [Cited by in F6Publishing: 48] [Article Influence: 4.4] [Reference Citation Analysis (0)] |
98. | Antelo M, Balaguer F, Shia J, Shen Y, Hur K, Moreira L, Cuatrecasas M, Bujanda L, Giraldez MD, Takahashi M. A high degree of LINE-1 hypomethylation is a unique feature of early-onset colorectal cancer. PLoS One. 2012;7:e45357. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 132] [Cited by in F6Publishing: 151] [Article Influence: 12.6] [Reference Citation Analysis (0)] |
99. | Hur K, Cejas P, Feliu J, Moreno-Rubio J, Burgos E, Boland CR, Goel A. Hypomethylation of long interspersed nuclear element-1 (LINE-1) leads to activation of proto-oncogenes in human colorectal cancer metastasis. Gut. 2013;Epub ahead of print. [PubMed] [Cited in This Article: ] |
100. | Rhee YY, Kim MJ, Bae JM, Koh JM, Cho NY, Juhnn YS, Kim D, Kang GH. Clinical outcomes of patients with microsatellite-unstable colorectal carcinomas depend on L1 methylation level. Ann Surg Oncol. 2012;19:3441-3448. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 40] [Cited by in F6Publishing: 45] [Article Influence: 3.8] [Reference Citation Analysis (0)] |
101. | Kirvelä O, Nieminen S. Treatment of painful neuromas with neurolytic blockade. Pain. 1990;41:161-165. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 13] [Cited by in F6Publishing: 14] [Article Influence: 1.3] [Reference Citation Analysis (0)] |
102. | Hibi K, Sakata M, Yokomizi K, Kitamura YH, Sakuraba K, Shirahata R, Goto T, Mizukami H, Saito M, Ishibashi K. Methylation of the WNT5A gene is frequently detected in early gastric carcinoma. Hepatogastroenterology. 2012;59:2661-2663. [PubMed] [DOI] [Cited in This Article: ] |
103. | Shull AY, Clendenning ML, Ghoshal-Gupta S, Farrell CL, Vangapandu HV, Dudas L, Wilkerson BJ, Buckhaults PJ. Somatic mutations, allele loss, and DNA methylation of the Cub and Sushi Multiple Domains 1 (CSMD1) gene reveals association with early age of diagnosis in colorectal cancer patients. PLoS One. 2013;8:e58731. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 25] [Cited by in F6Publishing: 28] [Article Influence: 2.5] [Reference Citation Analysis (0)] |
104. | Nilsson TK, Löf-Öhlin ZM, Sun XF. DNA methylation of the p14ARF, RASSF1A and APC1A genes as an independent prognostic factor in colorectal cancer patients. Int J Oncol. 2013;42:127-133. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 50] [Cited by in F6Publishing: 54] [Article Influence: 4.5] [Reference Citation Analysis (0)] |
105. | Jensen LH, Rasmussen AA, Byriel L, Kuramochi H, Crüger DG, Lindebjerg J, Danenberg PV, Jakobsen A, Danenberg K. Regulation of MLH1 mRNA and protein expression by promoter methylation in primary colorectal cancer: a descriptive and prognostic cancer marker study. Cell Oncol (Dordr). 2013;36:411-419. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 17] [Cited by in F6Publishing: 13] [Article Influence: 1.2] [Reference Citation Analysis (0)] |
106. | Xing X, Cai W, Shi H, Wang Y, Li M, Jiao J, Chen M. The prognostic value of CDKN2A hypermethylation in colorectal cancer: a meta-analysis. Br J Cancer. 2013;108:2542-2548. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 53] [Cited by in F6Publishing: 76] [Article Influence: 6.9] [Reference Citation Analysis (0)] |
107. | Katoh H, Yamashita K, Waraya M, Margalit O, Ooki A, Tamaki H, Sakagami H, Kokubo K, Sidransky D, Watanabe M. Epigenetic silencing of HOPX promotes cancer progression in colorectal cancer. Neoplasia. 2012;14:559-571. [PubMed] [Cited in This Article: ] |
108. | Yi JM, Dhir M, Van Neste L, Downing SR, Jeschke J, Glöckner SC, de Freitas Calmon M, Hooker CM, Funes JM, Boshoff C. Genomic and epigenomic integration identifies a prognostic signature in colon cancer. Clin Cancer Res. 2011;17:1535-1545. [PubMed] [Cited in This Article: ] |
109. | Baba Y, Nosho K, Shima K, Huttenhower C, Tanaka N, Hazra A, Giovannucci EL, Fuchs CS, Ogino S. Hypomethylation of the IGF2 DMR in colorectal tumors, detected by bisulfite pyrosequencing, is associated with poor prognosis. Gastroenterology. 2010;139:1855-1864. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 65] [Cited by in F6Publishing: 61] [Article Influence: 4.4] [Reference Citation Analysis (0)] |
110. | Dallol A, Al-Maghrabi J, Buhmeida A, Gari MA, Chaudhary AG, Schulten HJ, Abuzenadah AM, Al-Ahwal MS, Sibiany A, Al-Qahtani MH. Methylation of the polycomb group target genes is a possible biomarker for favorable prognosis in colorectal cancer. Cancer Epidemiol Biomarkers Prev. 2012;21:2069-2075. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 20] [Cited by in F6Publishing: 22] [Article Influence: 1.8] [Reference Citation Analysis (0)] |
111. | Yoshimura T, Nagahara M, Kuo C, Turner RR, Soon-Shiong P, Hoon DS. Lymphovascular invasion of colorectal cancer is correlated to SPARC expression in the tumor stromal microenvironment. Epigenetics. 2011;6:1001-1011. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 18] [Cited by in F6Publishing: 21] [Article Influence: 1.6] [Reference Citation Analysis (0)] |
112. | Kamimae S, Yamamoto E, Yamano HO, Nojima M, Suzuki H, Ashida M, Hatahira T, Sato A, Kimura T, Yoshikawa K. Epigenetic alteration of DNA in mucosal wash fluid predicts invasiveness of colorectal tumors. Cancer Prev Res (Phila). 2011;4:674-683. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 32] [Cited by in F6Publishing: 34] [Article Influence: 2.6] [Reference Citation Analysis (0)] |
113. | Takahashi Y, Iwaya T, Sawada G, Kurashige J, Matsumura T, Uchi R, Ueo H, Takano Y, Eguchi H, Sudo T. Up-regulation of NEK2 by MicroRNA-128 Methylation is Associated with Poor Prognosis in Colorectal Cancer. Ann Surg Oncol. 2014;21:205-212. [PubMed] [Cited in This Article: ] |
114. | Zhang Y, Wang X, Xu B, Wang B, Wang Z, Liang Y, Zhou J, Hu J, Jiang B. Epigenetic silencing of miR-126 contributes to tumor invasion and angiogenesis in colorectal cancer. Oncol Rep. 2013;30:1976-1984. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 75] [Cited by in F6Publishing: 81] [Article Influence: 7.4] [Reference Citation Analysis (0)] |
115. | Ebert MP, Tänzer M, Balluff B, Burgermeister E, Kretzschmar AK, Hughes DJ, Tetzner R, Lofton-Day C, Rosenberg R, Reinacher-Schick AC. TFAP2E-DKK4 and chemoresistance in colorectal cancer. N Engl J Med. 2012;366:44-53. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 133] [Cited by in F6Publishing: 129] [Article Influence: 10.8] [Reference Citation Analysis (0)] |
116. | Cheetham S, Tang MJ, Mesak F, Kennecke H, Owen D, Tai IT. SPARC promoter hypermethylation in colorectal cancers can be reversed by 5-Aza-2’deoxycytidine to increase SPARC expression and improve therapy response. Br J Cancer. 2008;98:1810-1819. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 77] [Cited by in F6Publishing: 88] [Article Influence: 5.5] [Reference Citation Analysis (0)] |
117. | Amatu A, Sartore-Bianchi A, Moutinho C, Belotti A, Bencardino K, Chirico G, Cassingena A, Rusconi F, Esposito A, Nichelatti M. Promoter CpG island hypermethylation of the DNA repair enzyme MGMT predicts clinical response to dacarbazine in a phase II study for metastatic colorectal cancer. Clin Cancer Res. 2013;19:2265-2272. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 82] [Cited by in F6Publishing: 90] [Article Influence: 8.2] [Reference Citation Analysis (0)] |
118. | Sawada T, Yamamoto E, Suzuki H, Nojima M, Maruyama R, Shioi Y, Akasaka R, Kamimae S, Harada T, Ashida M. Association between genomic alterations and metastatic behavior of colorectal cancer identified by array-based comparative genomic hybridization. Genes Chromosomes Cancer. 2013;52:140-149. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 18] [Cited by in F6Publishing: 19] [Article Influence: 1.6] [Reference Citation Analysis (0)] |
119. | Spisák S, Kalmár A, Galamb O, Wichmann B, Sipos F, Péterfia B, Csabai I, Kovalszky I, Semsey S, Tulassay Z. Genome-wide screening of genes regulated by DNA methylation in colon cancer development. PLoS One. 2012;7:e46215. [PubMed] [DOI] [Cited in This Article: ] [Cited by in Crossref: 31] [Cited by in F6Publishing: 34] [Article Influence: 2.8] [Reference Citation Analysis (0)] |