Literature DB >> 18782444

BRAF, KRAS and PIK3CA mutations in colorectal serrated polyps and cancer: primary or secondary genetic events in colorectal carcinogenesis?

Sérgia Velho1, Cátia Moutinho, Luís Cirnes, Cristina Albuquerque, Richard Hamelin, Fernando Schmitt, Fátima Carneiro, Carla Oliveira, Raquel Seruca.   

Abstract

BACKGROUND: BRAF, KRAS and PIK3CA mutations are frequently found in sporadic colorectal cancer (CRC). In contrast to KRAS and PIK3CA mutations, BRAF mutations are associated with tumours harbouring CpG Island methylation phenotype (CIMP), MLH1 methylation and microsatellite instability (MSI). We aimed at determine the frequency of KRAS, BRAF and PIK3CA mutations in the process of colorectal tumourigenesis using a series of colorectal polyps and carcinomas. In the series of polyps CIMP, MLH1 methylation and MSI were also studied.
METHODS: Mutation analyses were performed by PCR/sequencing. Bisulfite treated DNA was used to study CIMP and MLH1 methylation. MSI was detected by pentaplex PCR and Genescan analysis of quasimonomorphic mononucleotide repeats. Chi Square test and Fisher's Exact test were used to perform association studies.
RESULTS: KRAS, PIK3CA or BRAF occur in 71% of polyps and were mutually exclusive. KRAS mutations occur in 35% of polyps. PIK3CA was found in one of the polyps. V600E BRAF mutations occur in 29% of cases, all of them classified as serrated adenoma. CIMP phenotype occurred in 25% of the polyps and all were mutated for BRAF. MLH1 methylation was not detected and all the polyps were microsatellite stable. The comparison between the frequency of oncogenic mutations in polyps and CRC (MSI and MSS) lead us to demonstrate that KRAS and PIK3CA are likely to precede both types of CRC. BRAF mutations are likely to precede MSI carcinomas since the frequency found in serrated polyps is similar to what is found in MSI CRC (P = 0.9112), but statistically different from what is found in microsatellite stable (MSS) tumours (P = 0.0191).
CONCLUSION: Our results show that BRAF, KRAS and PIK3CA mutations occur prior to malignant transformation demonstrating that these oncogenic alterations are primary genetic events in colorectal carcinogenesis. Further, we show that BRAF mutations occur in association with CIMP phenotype in colorectal serrated polyps and verified that colorectal serrated polyps and MSI CRC show a similar frequency of BRAF mutations. These results support that BRAF mutations harbour a mild oncogenic effect in comparison to KRAS and suggest that BRAF mutant colorectal cells need to accumulate extra epigenetic alterations in order to acquire full transformation and evolve to MSI CRC.

Entities:  

Mesh:

Substances:

Year:  2008        PMID: 18782444      PMCID: PMC2553419          DOI: 10.1186/1471-2407-8-255

Source DB:  PubMed          Journal:  BMC Cancer        ISSN: 1471-2407            Impact factor:   4.430


Background

In microsatellite unstable (MSI) colorectal tumours, both sporadic and inherited forms, hundreds of thousands of mutations accumulate within repetitive sequences throughout the genome [1]. Although genes with repetitive sequences are clear targets in tumours with a defective mismatch repair system, mutations in non-repetitive sequences are also found in MSI tumours. An example of this is the occurrence of activating mutations of KRAS, PIK3CA and BRAF genes. Activating mutations of BRAF and KRAS are frequently found in sporadic colorectal (CRC) cancer. BRAF mutations occur in about 10 to 18% of CRC overall and in 30 to 45% of MSI CRC [2,3], more frequently in tumours harbouring MLH1 promoter hypermethylation [3] and with a CpG island methylation phenotype (CIMP) [4]. In microsatellite stable (MSS) CRC BRAF mutations are rare and whenever present are associated with advanced carcinomas [5]. KRAS mutations occur in both MSI (in about 20%) [3,6,7] and MSS (in about 35%) subsets of sporadic CRC [5,6]. Within the MSI subset of CRC KRAS mutations do not associate with the presence of MLH1 promoter hypermethylation [3] or with the presence of CIMP [8]. PIK3CA mutations were identified in various tumour models [9]. In colorectal tumours, PIK3CA mutations are present in 14% to 25% of the cases [9,10] and no differences in frequency and type of PIK3CA mutations were found between MSI and MSS subsets [10]. Further, whenever PIK3CA mutations occur in CRC they can occur in concomitance with activating KRAS-BRAF mutations, both in MSI and MSS tumours [10]. Nothing is known on the relationship between PIK3CA mutations and CIMP or MLH1 methylation in colorectal carcinomas. The aim of the present study was to determine the timing of occurrence of KRAS, BRAF and PIK3CA mutations in the process of colorectal tumourigenesis and study the association of these mutational oncogenic events with CIMP, MLH1 methylation and MSI phenotype. In order to achieve our goal we evaluated the frequency and type of these epi/genetic events in a series of 17 colorectal polyps. Furthermore, we compared the frequency of KRAS, BRAF and PIK3CA mutations found in polyps with the frequency found in a series of 103 sporadic colorectal tumours, 50 MSI CRC and 53 MSS CRC, in order to understand the importance of these oncogenic events for the progression of the various types of colorectal cancer. In conclusion, our results show that mutations of BRAF, KRAS and PIK3CA occur in non-malignant lesions of colorectum demonstrating that these oncogenic alterations are primary genetic events in colorectal carcinogenesis. Further, we show that BRAF mutations occur in association with CIMP phenotype in colorectal serrated polyps while KRAS mutations are found alone. These results support that BRAF mutations harbour a mild oncogenic effect in comparison to KRAS and suggest that BRAF mutant colorectal cells need to accumulate extra epigenetic alterations in order to acquire full transformation.

Methods

Representative blocks of 17 colorectal polyps and 103 colorectal carcinomas formalin-fixed, paraffin embedded were retrieved from the Department of Pathology of the Hospital S. João. This study was a retrospective analysis and is in compliance with Helsinki declaration . The 103 sporadic CRC were previously classified for microsatellite status, 53 were MSS and 50 were MSI colorectal carcinomas [10]. The histological classification of the seventeen paraffin embedded colorectal polyps is listed in table 1. None of the patients included in this study had a positive family history. DNA from these 17 polyps was extracted using the Invisorb Spin Tissue Mini Kit (Invitek). BRAF (exon 15) and KRAS (exon 1) were amplified by PCR and the presence of mutations was detected by direct sequencing. To perform methylation studies, DNA extracted from paraffin embedded lesions was submitted to bisulfite treatment. CIMP was determined in 12 cases by methylation specific PCR (MSP) using the new panel of five markers described by Weisenberger [4]. The polyps were classified as CIMP (≥ 3 methylated markers), and CIMP-negative (≤ 2 methylated markers). We were able to analyze MLH1 methylation in 7 samples. For that the promoter region of the gene was amplified using a set of CpG island flanking primers (sense 5'ttttgtttttattggttggatattt, antisense 5'ccttcaaccaatcacctcaatacct) followed by direct sequencing. Microsatellite instability studies were performed by genescan analyses of a PCR amplified panel of five mononucleotide markers (NR27, NR24, NR21, Bat25 and Bat26) using the Multiplex PCR Kit (Qiagen). MSI was considered when two or more microsatellite markers were altered. Association studies between the frequency of KRAS, PIK3CA and BRAF in colorectal polyps and MSI and MSS CRC were performed using the Chi Square test and Fisher's Exact test. A P-value ≤ 0.05 was considered to be statistically significant.
Table 1

Summary of the molecular and histological features of the colorectal polyps analyzed

Molecular ClassificationHistological classification


SampleKRASBRAFPIK3CACIMPMLH1 methylationMicrosatellite instabilityPolyp typeDysplasia
1G12D--NegativeUnMetMSSMHAMild
2G12D--NegativendMSSMHAMild
3G12V--ndUnMetMSSMHAMild
4G12V--NegativendMSSHP-
5G13D--NegativendMSSHP-
6G13D--NegativendMSSMHAMild
7-V600E-PositiveUnMetMSSSAMild
8-V600E-PositiveUnMetMSSSAMild
9-V600E-PositivendMSSSAMild
10-V600E-NegativendMSSSAMild
11-V600E-ndndMSSSAModerate
12--R1023QndndMSSMHAMild
13---NegativeUnMetMSSMHAMild
14---NegativeUnMetMSSHP-
15---NegativeUnMetMSSMHAMild
16---ndndMSSMHAMild
17---ndndMSSHP-

UnMet – unmethylated; nd – not determined; MHA – Mixed hyperplastic and adenomatous; HP – Hyperplastic polyp; SA – Serrated adenoma

Summary of the molecular and histological features of the colorectal polyps analyzed UnMet – unmethylated; nd – not determined; MHA – Mixed hyperplastic and adenomatous; HP – Hyperplastic polyp; SA – Serrated adenoma

Results

KRAS, PIK3CA, and BRAF mutations occur prior to malignant transformation

In our series of colorectal polyps, we found that mutations in KRAS, PIK3CA or BRAF are mutually exclusive and occur in the majority of these pre-malignant colorectal lesions. Mutations in KRAS, PIK3CA or BRAF occur in 12 (70.6%) of the 17 colorectal polyps (Table 1). KRAS mutations were found in 35.3% (6/17) of polyps. KRAS mutant polyps showed three different types of mutations with the same frequency within the two most common hotspot codons (12 and 13): G12D (33.3% – 2/6), G12V (33.3% – 2/6) and G13D (33.3% – 2/6). KRAS mutations were only found in polyps with some areas with dysplasia. In contrast with the high frequency of KRAS mutations found in our series, PIK3CA mutations were observed in only one of the polyps analyzed (5.9%) (Table 1). The PIK3CA mutation found was localized to exon 20 and affects amino acid 1023 leading to an arginine-glutamine substitution (R1023Q). This PIK3CA mutation resides in a hotspot exon for mutations that has been previously reported in a MSI colorectal tumour [10]. BRAF mutations were found in 29.4% (5/17) of the cases (Table 1). All BRAF mutations found in our series of polyps corresponded to the hotspot BRAF V600E and all polyps with BRAF mutations exhibited the serrated architecture.

BRAF mutations occur in association with CIMP phenotype in colorectal polyps

We studied the presence of CIMP phenotype, MLH1 promoter methylation and MSI phenotype and their association with the presence of KRAS, BRAF and PIK3CA mutations in the series of polyps. Using the Weisenberger [4] panel of CIMP markers three of 12 polyps analyzed (25%) were classified as CIMP (≥ 3 methylated markers). All of the CIMP polyps were mutated for BRAF (Table 1). None of the CIMP polyps harbour KRAS mutations. The methylation analysis of MLH1 was possible in 7 of the 17 polyps. Two of these 7 polyps were mutated for KRAS, 2 harboured BRAF mutations and 3 were wild-type for both genes. None of the 7 polyps studied harboured methylation in the promoter region of MLH1 (Table 1). Furthermore, we determined the MSI status of all polyps using the pentaplex set of microsatellite markers [11]. None of them were MSI.

Colorectal serrated polyps and MSI CRC show a similar frequency of BRAF mutations

In order to understand the importance of KRAS, PIK3CA and BRAF mutations for the progression of the various types of colorectal cancer, we compared the frequency of these oncogenic events in the series of polyps and in 50 MSI and 53 MSS CRC (Figure 1).
Figure 1

The frequency of KRAS, PIK3CA and BRAF mutations in MSI and MSS CRC was based on previous results of our group in Velho [10]. In brackets is represented the total of cases that were analyzed for each gene.

The frequency of KRAS, PIK3CA and BRAF mutations in MSI and MSS CRC was based on previous results of our group in Velho [10]. In brackets is represented the total of cases that were analyzed for each gene. Ten of the 50 (20%) MSI and 21 of the 53 (39.6%) MSS colorectal carcinomas exhibited KRAS mutations. The frequency of KRAS mutations found in the MSI and MSS CRC was not statistical different from the frequency found in colorectal polyps (P = 0.2014 and P = 0.7497, respectively). The same was observed for PIK3CA mutations. MSI and MSS colorectal carcinomas harbour PIK3CA in 8 of the 50 (16%) and in 6 of the 53 (11.3%) cases, respectively. The frequency of mutations found in polyps, although lower in comparison to colorectal carcinomas, is not statistically different from MSI (P = 0.4296 - Fisher's Exact P-Value) and MSS (P > 0.9999 - Fisher's Exact P-Value) colorectal carcinomas. Concerning the frequency of BRAF alterations in colorectal carcinomas, 14 of the 50 (28%) MSI and 4 of the 53 (7.5%) in MSS colorectal tumours show BRAF mutations. We found that MSI CRC and colorectal serrated polyps show a similar frequency of BRAF mutations (P = 0.9112). In contrast, the frequency of BRAF mutations in MSS carcinomas and colorectal polyps is significantly different (P = 0.0191).

Discussion

Distinct types of colorectal polyps represent pre-malignant lesions of the intestinal tract. In our series of colorectal polyps we found the majority (71%) harbour mutations in KRAS (35.3%), PIK3CA (5.9%) or BRAF (29.4%) genes. Regarding KRAS mutations we show that these mutations occur in cases of hyperplasic polyps and in hyperplastic polyps with some areas of dysplasia in accordance to the recent reports of Wynter [12] and O'Brien [13] showing that KRAS mutations occur in pre-malignant lesions of the colorectum other than pure adenomas. When comparing the frequency of KRAS mutations found in our series of colorectal polyps with those observed within the MSS and MSI subsets of CRC, the frequency of KRAS mutations found in polyps is not statistically different from the frequency observed in MSI and MSS colorectal tumours (Figure 1). Both observations highlight the role of KRAS activation in the initiation of the different types of sporadic CRC [12-14] besides its role in the adenoma-carcinoma multistep pathway of colorectal carcinogenesis [15]. PIK3CA mutations were found in only one of the polyps (6%) but this frequency is not significantly different from what is observed in CRC independently of MSI status. The mutation found in our series of colorectal polyps was previously described in a colorectal tumour [10] suggesting that it harbours a pathogenic effect. Further, it is interesting to note that the PIK3CA alteration found in the single affected polyp is wild-type KRAS and BRAF case. This result suggests that mutant PIK3CA is likely to be an alternative rare genetic event to KRAS and BRAF in pre-malignant lesions of the colon. The frequency of BRAF mutations in polyps (30%) is higher than the frequency observed in overall CRC (17%). This observation lead us to speculate that a fraction of BRAF mutant polyps do not progress to carcinoma and remain as non-malignant colorectal lesions as an endpoint stage. In accordance with this, it was demonstrated in mice that expression of active BRAF in the lungs lead to an initial burst of cell proliferation followed by growth arrest rarely inducing spontaneous progression to adenocarcinoma unless mice were deliberately engineered to lack the TP53 or Ink4a/Arf tumour suppressor genes [16]. This study and our data suggest that BRAF may need to cooperate with other factors (genetic or epigenetic) to progress to colorectal carcinoma, as it was previously proposed for human naevi [17,18]. Noteworthy, the frequency of BRAF mutations in colorectal polyps is similar to the frequency observed in MSI CRC (28%) (P = 0.9112). These data raises the hypothesis that mutant BRAF triggers a distinct pathway of colorectal carcinogenesis leading to the formation of MSI colorectal tumours different from the adenoma-carcinoma sequence. Interestingly BRAF mutations occurred only in polyps with the serrated architecture supporting that BRAF activation is pivotal in the serrated pathway of CRC as advanced previously by Jass [19,20] and other authors [13,14,21,22]. Analyzing the frequency of CIMP in colorectal polyps we have demonstrated that the results obtained are similar to what was described in CRC [13,14,20,22] showing that BRAF mutations are associated with CIMP phenotype in the initial steps of carcinogenesis before malignant transformation. In contrast, KRAS mutations were only associated to with low levels of methylation as it was previously observed in primary colorectal tumours [19,23], demonstrating that KRAS mutations are associated to mild effects in the methylation profile during colorectal carcinogenesis. These results support that BRAF mutations harbour a mild oncogenic effect in comparison to KRAS and suggest BRAF mutant colorectal cells need to accumulate extra epigenetic alterations in order to acquire full transformation. MSI and loss of expression of MLH1 due to promoter hypermethylation are frequently associated with BRAF mutation and CIMP in MSI sporadic colorectal tumours [2-4]. In our series of colorectal polyps we did not detected MLH1 promoter hypermethylation which is in agreement with the fact that none of the analyzed polyps harboured MSI. Our data is in agreement with the results previously described in serrated adenomas described by Sawyer [24] demonstrating that BRAF and CIMP precedes MSI as proposed by the model advanced by O'Brien [14]. The late acquisition of MLH1 methylation leading to the accumulation of mutations throughout the genome targeting important genes (tumour suppressor genes or proto-oncogenes) involved in the control of cellular homeostasis may bridge the transition from a pre-malignant to a malignant lesion.

Conclusion

In conclusion, our results show that mutations of KRAS and PIK3CA occur in non-malignant lesions of colorectum and the frequency of these mutations is not distinct in polyps and MSS and MSI CRC demonstrating that these oncogenic alterations are primary genetic events in the two subsets of colorectal carcinogenesis. Further, we show that BRAF mutations occur in association with CIMP phenotype in colorectal serrated polyps while KRAS mutations are found alone. Further we show that only MSI CRC and colorectal serrated polyps harbour similar frequency of BRAF mutations. These results support that BRAF mutations harbour a mild oncogenic effect in comparison to KRAS and suggest that BRAF mutant colorectal cells need to accumulate extra epigenetic alterations in order to acquire full transformation and evolve to MSI CRC.

Competing interests

The authors declare that they have no competing interests.

Authors' contributions

SV did BRAF and PIK3CA mutation screening, performed methylation studies (CIMP and MLH1 methylation) and drafted the manuscript. CM did KRAS mutation screening. LC performed MSI analyses. CA collected patient material with distinct subtypes of colorectal polyps. RH analyzed the MSI status of CRC. FS and FC were responsible for the histological classification of CRC. CO did BRAF and KRAS screening in CRC and helped to draft the manuscript. RS conceived and designed the study, analyzed the results and helped to draft the manuscript. All authors read and approved the final manuscript.

Pre-publication history

The pre-publication history for this paper can be accessed here:
  24 in total

1.  High frequency of mutations of the PIK3CA gene in human cancers.

Authors:  Yardena Samuels; Zhenghe Wang; Alberto Bardelli; Natalie Silliman; Janine Ptak; Steve Szabo; Hai Yan; Adi Gazdar; Steven M Powell; Gregory J Riggins; James K V Willson; Sanford Markowitz; Kenneth W Kinzler; Bert Vogelstein; Victor E Velculescu
Journal:  Science       Date:  2004-03-11       Impact factor: 47.728

2.  Genetic alterations during colorectal-tumor development.

Authors:  B Vogelstein; E R Fearon; S R Hamilton; S E Kern; A C Preisinger; M Leppert; Y Nakamura; R White; A M Smits; J L Bos
Journal:  N Engl J Med       Date:  1988-09-01       Impact factor: 91.245

3.  BRAF mutation is associated with DNA methylation in serrated polyps and cancers of the colorectum.

Authors:  T Kambara; L A Simms; V L J Whitehall; K J Spring; C V A Wynter; M D Walsh; M A Barker; S Arnold; A McGivern; N Matsubara; N Tanaka; T Higuchi; J Young; J R Jass; B A Leggett
Journal:  Gut       Date:  2004-08       Impact factor: 23.059

4.  Distinct patterns of KRAS mutations in colorectal carcinomas according to germline mismatch repair defects and hMLH1 methylation status.

Authors:  Carla Oliveira; Jantine L Westra; Diego Arango; Miina Ollikainen; Enric Domingo; Ana Ferreira; Sérgia Velho; Renee Niessen; Kristina Lagerstedt; Pia Alhopuro; Paivi Laiho; Isabel Veiga; Manuel R Teixeira; Marjolijn Ligtenberg; Jan H Kleibeuker; Rolf H Sijmons; John T Plukker; Kohzoh Imai; Pedro Lage; Richard Hamelin; Cristina Albuquerque; Simo Schwartz; Annika Lindblom; Päivi Peltomaki; Hiroyuki Yamamoto; Lauri A Aaltonen; Raquel Seruca; Robert M W Hofstra
Journal:  Hum Mol Genet       Date:  2004-08-04       Impact factor: 6.150

5.  BRAF mutations characterize colon but not gastric cancer with mismatch repair deficiency.

Authors:  Carla Oliveira; Mafalda Pinto; Alex Duval; Caroline Brennetot; Enric Domingo; Eloi Espín; Manel Armengol; Hiroyuki Yamamoto; Richard Hamelin; Raquel Seruca; Simó Schwartz
Journal:  Oncogene       Date:  2003-12-11       Impact factor: 9.867

6.  Methylation patterns define two types of hyperplastic polyp associated with colorectal cancer.

Authors:  C V A Wynter; M D Walsh; T Higuchi; B A Leggett; J Young; J R Jass
Journal:  Gut       Date:  2004-04       Impact factor: 23.059

7.  Molecular characteristics of serrated adenomas of the colorectum.

Authors:  E J Sawyer; A Cerar; A M Hanby; P Gorman; M Arends; I C Talbot; I P M Tomlinson
Journal:  Gut       Date:  2002-08       Impact factor: 23.059

8.  Activated BRAF targets proximal colon tumors with mismatch repair deficiency and MLH1 inactivation.

Authors:  Enric Domingo; Eloi Espín; Manel Armengol; Carla Oliveira; Mafalda Pinto; Alex Duval; Caroline Brennetot; Raquel Seruca; Richard Hamelin; Hiroyuki Yamamoto; Simó Schwartz
Journal:  Genes Chromosomes Cancer       Date:  2004-02       Impact factor: 5.006

9.  Ubiquitous somatic mutations in simple repeated sequences reveal a new mechanism for colonic carcinogenesis.

Authors:  Y Ionov; M A Peinado; S Malkhosyan; D Shibata; M Perucho
Journal:  Nature       Date:  1993-06-10       Impact factor: 49.962

10.  Oncogenic BRAF induces senescence and apoptosis through pathways mediated by the secreted protein IGFBP7.

Authors:  Narendra Wajapeyee; Ryan W Serra; Xiaochun Zhu; Meera Mahalingam; Michael R Green
Journal:  Cell       Date:  2008-02-08       Impact factor: 41.582

View more
  50 in total

Review 1.  [Histopathological diagnosis and differential diagnosis of colorectal serrated polys: findings of a consensus conference of the working group "gastroenterological pathology of the German Society of Pathology"].

Authors:  G B Baretton; F Autschbach; S Baldus; H Bläker; G Faller; H K Koch; C Langner; J Lüttges; M Neid; P Schirmacher; A Tannapfel; M Vieth; D E Aust
Journal:  Pathologe       Date:  2011-02       Impact factor: 1.011

2.  Distribution of some activating KRAS and BRAF mutations in Slovene patients with colorectal cancer.

Authors:  Alenka Ličar; Petra Cerkovnik; Srdjan Novaković
Journal:  Med Oncol       Date:  2010-07-20       Impact factor: 3.064

3.  PIK3CA kinase domain mutation identifies a subgroup of stage III colon cancer patients with poor prognosis.

Authors:  Arantza Fariña Sarasqueta; Eliane C M Zeestraten; Tom van Wezel; Gesina van Lijnschoten; Ronald van Eijk; Jan Willem T Dekker; Peter J K Kuppen; Ines J Goossens-Beumer; Valery E P P Lemmens; Cornelis J H van de Velde; Harm J T Rutten; Hans Morreau; A J C van den Brule
Journal:  Cell Oncol (Dordr)       Date:  2011-08-10       Impact factor: 6.730

4.  KRAS mutations in microsatellite instable gastric tumours: impact of targeted treatment and intratumoural heterogeneity.

Authors:  Pedro Queirós; Hugo Pinheiro; Joana Carvalho; Patrícia Oliveira; Irene Gullo; Fátima Carneiro; Gabriela M Almeida; Carla Oliveira
Journal:  Virchows Arch       Date:  2015-08-29       Impact factor: 4.064

5.  Colon Tumors with the Simultaneous Induction of Driver Mutations in APC, KRAS, and PIK3CA Still Progress through the Adenoma-to-carcinoma Sequence.

Authors:  Jamie N Hadac; Alyssa A Leystra; Terrah J Paul Olson; Molly E Maher; Susan N Payne; Alexander E Yueh; Alexander R Schwartz; Dawn M Albrecht; Linda Clipson; Cheri A Pasch; Kristina A Matkowskyj; Richard B Halberg; Dustin A Deming
Journal:  Cancer Prev Res (Phila)       Date:  2015-08-14

6.  Novel application of structural equation modeling to correlation structure analysis of CpG island methylation in colorectal cancer.

Authors:  Noriko Tanaka; Curtis Huttenhower; Katsuhiko Nosho; Yoshifumi Baba; Kaori Shima; John Quackenbush; Kevin M Haigis; Edward Giovannucci; Charles S Fuchs; Shuji Ogino
Journal:  Am J Pathol       Date:  2010-10-29       Impact factor: 4.307

7.  Analysis of the association between CIMP and BRAF in colorectal cancer by DNA methylation profiling.

Authors:  Toshinori Hinoue; Daniel J Weisenberger; Fei Pan; Mihaela Campan; Myungjin Kim; Joanne Young; Vicki L Whitehall; Barbara A Leggett; Peter W Laird
Journal:  PLoS One       Date:  2009-12-21       Impact factor: 3.240

8.  Genomic aberrations occurring in subsets of serrated colorectal lesions but not conventional adenomas.

Authors:  Andrea N Burnett-Hartman; Polly A Newcomb; John D Potter; Michael N Passarelli; Amanda I Phipps; Michelle A Wurscher; William M Grady; Lee-Ching Zhu; Melissa P Upton; Karen W Makar
Journal:  Cancer Res       Date:  2013-03-28       Impact factor: 12.701

9.  Early onset MSI-H colon cancer with MLH1 promoter methylation, is there a genetic predisposition?

Authors:  Eddy H J van Roon; Marjo van Puijenbroek; Anneke Middeldorp; Ronald van Eijk; Emile J de Meijer; Dianhdra Erasmus; Kim A D Wouters; Manon van Engeland; Jan Oosting; Frederik J Hes; Carli M J Tops; Tom van Wezel; Judith M Boer; Hans Morreau
Journal:  BMC Cancer       Date:  2010-05-05       Impact factor: 4.430

10.  Dietary, lifestyle and clinicopathological factors associated with BRAF and K-ras mutations arising in distinct subsets of colorectal cancers in the EPIC Norfolk study.

Authors:  Adam Naguib; Panagiota N Mitrou; Laura J Gay; James C Cooke; Robert N Luben; Richard Y Ball; Alison McTaggart; Mark J Arends; Sheila A Rodwell
Journal:  BMC Cancer       Date:  2010-03-16       Impact factor: 4.430

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.