Literature DB >> 24157612

BRAFV600E immunohistochemistry in conjunction with mismatch repair status predicts survival in patients with colorectal cancer.

Christopher W Toon1, Angela Chou2, Keshani DeSilva3, Joseph Chan4, Jillian Patterson5, Adele Clarkson6, Loretta Sioson6, Lucy Jankova4, Anthony J Gill7.   

Abstract

Immunohistochemistry has recently been validated for the detection of the BRAFV600E mutation across a range of tumor types. In colorectal carcinoma, the presence of the BRAFV600E mutation can be used to virtually exclude Lynch syndrome in mismatch repair-deficient tumors. In mismatch repair-proficient tumors, BRAFV600E mutation assessed by molecular methods has been proposed as a poor prognostic factor. We investigated whether combined BRAFV600E and mismatch repair status assessment by immunohistochemistry alone can be used as a prognostic marker in the routine clinical setting. We performed immunohistochemistry for BRAFV600E, MLH1, PMS2, MSH2, and MSH6 on 1426 consecutive unselected colorectal carcinomas. Ninety-one (6.4%) carcinomas were mismatch repair-proficient and BRAFV600E mutant, and these tumors demonstrated a significantly worse 5-year survival of 49.7% compared with mismatch repair-proficient BRAF wild type (74.1% of tumors, 65.4% survival), mismatch repair-deficient BRAFV600E mutant (12.9% of tumors, 70.1% survival), and mismatch repair-deficient BRAF wild type (6.6% of tumors, 73.6% survival). The poor survival was confirmed by univariate analysis (P<0.01) but fell away in multivariate analysis (P=0.68) because of the strong effect of tumor stage and age on overall survival. We conclude that in addition to its utility in screening for Lynch syndrome, reflex BRAFV600E and mismatch repair assessment by immunohistochemistry can be used as a powerful predictor of all-cause survival.

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Year:  2013        PMID: 24157612      PMCID: PMC4021849          DOI: 10.1038/modpathol.2013.200

Source DB:  PubMed          Journal:  Mod Pathol        ISSN: 0893-3952            Impact factor:   7.842


To be adopted in the routine clinical setting, a biomarker must both demonstrate a clear additional benefit over standard clinical, radiological, and pathological examination (usually to predict outcome or response to treatment), and also be cost effective and readily available. Although literally thousands of biomarkers have been proposed, very few have entered routine clinical practice, owing to a combination of poor efficacy, expense, and lack of availability.[1] For example, in colorectal carcinoma, the only biomarkers in widespread clinical use are KRAS mutation testing, which is used to predict response to anti-EGFR-targeted therapy in metastatic disease, and either microsatellite instability determination by molecular methods or immunohistochemistry for the DNA mismatch repair markers MLH1, PMS2, MSH2, and MSH6, which are essentially equally effective in triaging genetic testing for Lynch syndrome.[2] There are currently no prognostic biomarkers for colorectal carcinoma in routine clinical use. The presence of BRAF mutation in mismatch repair-deficient tumors is commonly used to virtually exclude Lynch syndrome, and many centers now perform routine BRAF testing in all microsatellite-unstable tumors.[2] Recently, BRAF-mutant mismatch repair-proficient colorectal carcinomas have emerged as a poor prognostic phenotype[3, 4] with unique features, including a poor or absent response to anti-EGFR therapy, despite being wild type for KRAS.[5, 6, 7] Identification of these mismatch repair-proficient BRAF mutant tumors may be beneficial to predict poor outcome and to guide therapy.[5, 6, 7] However, current testing, which is usually based on molecular techniques, has not been deployed universally because of the additional expense and because molecular testing is outside the routine workflow of many surgical pathology laboratories, which is based on morphology and immunohistochemistry. Recently, four groups have demonstrated that mutation-specific immunohistochemistry using a novel commercially available mouse monoclonal antibody is a highly sensitive and specific technique to identify the BRAFV600E mutation in colorectal carcinomas.[2, 8, 9, 10] To date, its main suggested utility has been to triage molecular testing for Lynch syndrome in mismatch repair-deficient tumors. It has been proposed that if BRAFV600E immunohistochemistry were performed universally in all tumors, it could also be used to detect the poor prognosis mismatch repair-proficient BRAFV600E mutant colorectal carcinomas.[2] As the antibody is now commercially available and used in many diagnostic pathology laboratories, if validated as a prognostic marker BRAFV600E immunohistochemistry assessed in conjunction with mismatch repair status could become the first prognostic biomarker for colorectal cancer deployed into routine clinical use. In this study, we sought to validate combined BRAF and mismatch repair status as determined by immunohistochemistry as a prognostic biomarker in colorectal carcinoma.

Materials and methods

We searched the pathology database of the Royal North Shore Hospital, Sydney, Australia, for all colorectal carcinomas undergoing surgical resection during the calendar years 2004–2009. During this period, this center performed centralized pathological testing for two quaternary referral hospitals with dedicated colorectal surgery units and four community hospitals. Therefore, this patient cohort represents a true snapshot of colorectal carcinoma cases encountered in the community as a whole. Tissue microarrays containing duplicate 1 mm cores were created and immunohistochemistry for the four mismatch repair proteins (MLH1, MSH2, PMS2, and MSH6) and BRAFV600E (using clone VE1, SpringBioscience, Pleasonton, CA) were performed using previously described methods.[2] For BRAFV600E mutation-specific immunohistochemistry, slides were stained using the Leica BondIII autostainer (Leica Microsystems, Mount Waverley, VIC, Australia) used according to the manufacturer's protocol. The slides were dewaxed in Bond Dewax solution (AR9222, Leica Microsystems) and hydrated in Bond Wash solution (AR9590, Leica Microsystems). Heat-induced epitope retrieval was performed for 60 min in the manufacturer's alkaline retrieval solution ER2 (VBS part no: AR9640, Leica Microsystems). Slides were then incubated with the primary antibody at a dilution of 1 in 80 for 30 min at room temperature. Antibody detection was performed using the biotin-free Bond Polymer Defined Detection System (DS9713, Leica Microsystems) according to the manufacturer's protocol. Slides were then counterstained with hematoxylin. Staining was interpreted by a single pathologist blinded to all other data. Slides were considered positive if >20% of neoplastic cells stained positively. If the tissue microarray staining was not clearly interpretable (eg, if there were no good internal controls for the mismatch repair markers), it was repeated on whole sections. Overall survival was defined as the duration alive from time of definitive surgery. Follow-up was obtained by the examination of hospital medical records, the records from surgeons' private rooms, and archival public death notices and obituaries in the state of New South Wales, Australia. Patients were followed up until death or their last date of follow-up not >7 years after definitive surgery. The survival for each of the four immunohistochemical phenotypes was determined as a function of cumulative survival over time (Kaplan–Meier method). Pairwise log rank test was used to determine significance in survival differences. Multivariate Cox regression was employed to explore the effect of mismatch repair/BRAF immunohistochemistry phenotype on survival, using a model that included gender, age at diagnosis, tumor anatomic location, tumor histologic grade, presence or absence of lymphovascular space invasion, peritumoral lymphocyte reaction status, and American Joint Committee on Cancer/TNM seventh edition tumor stage. A P-value<0.05 was taken to be significant. All analyses were performed using IBM SPSS Statistics version 21 on OSX. This study was approved by the Northern Sydney Local Health District Human Research Ethics Committee under protocol 1201-035M.

Results

A total of 1426 colorectal carcinomas were assessed in the tissue microarray. The clinical and pathological features are presented in Table 1. Briefly, the mean age was 74 years (range 17–100 years) and 52.1% were females. Most patients (79.2%) presented with stage 2 or 3 disease. One thousand one hundred and forty-eight (80.5%) were mismatch repair-proficient, comprising 1057 (74.1%) mismatch repair-proficient BRAF wild type and 91 (6.4%) mismatch repair-proficient/BRAFV600E mutant. One hundred and eighty-four cases (12.9%) were mismatch repair-deficient/BRAFV600E mutant and 94 (6.6%) mismatch repair-deficient/BRAF wild type.
Table 1

Clinical and pathological characteristics of 1426 consecutive colorectal cancer patients (2004–2009)

VariableCount (%) unless otherwise statedSingle variable P-valueaUnivariate analysis HR (95% CI), P-valueMultivariate analysis HR (95% CI), P-value
Gender 0.13  
 Female743 (52.1) 1.001.00
 Male683 (47.9) 0.82 (0.67–1.01), 0.071.24 (0.94–1.65), 0.13
Age at diagnosis, median (range)74 (17–100) 1.03 (1.02–1.04), <0.011.04 (1.03–1.05), <0.01
Anatomic location <0.01  
 Rectum363 (25.4) 1.001.00
 Cecum312 (21.9) 1.36 (1.00–1.85), 0.051.08 (0.72–1.62), 0.71
 Ascending colon219 (15.3) 1.22 (0.85–1.75), 0.291.00 (0.62–1.62), 0.99
 Transverse colon168 (11.8) 1.95 (1.37–2.77), <0.011.17 (0.72–1.90), 0.54
 Descending colon51 (3.6) 1.65 (0.96–2.83), 0.070.88 (0.42–1.86), 0.74
 Sigmoid colon302 (21.2) 1.14 (0.83–1.58), 0.421.02 (0.67–1.55), 0.93
Histologic grade <0.01  
 Low826 (57.9) 1.001.00
 High214 (15.0) 1.87 (1.42–2.47), <0.011.27 (0.87–1.84), 0.21
Lymphovascular space invasion 0.02  
 Absent538 (37.7) 1.001.00
 Present459 (32.2) 2.26 (1.72–2.95), <0.011.57 (1.13–2.19), <0.01
Peritumoral lymphocyte reaction <0.01  
 Absent45 (3.2) 1.001.00
 Present999 (70.1) 2.21 (0.91–5.37), 0.081.90 (0.74–4.89), 0.18
Overall stage AJCC/TNM 7th edn <0.01  
 I235 (16.5) 1.001.00
 IIA415 (29.1) 2.00 (1.30–3.17), <0.012.21 (1.20–4.11), 0.01
 IIB85 (6.0) 2.44 (1.34–4.42), <0.012.66 (1.20–5.89), 0.02
 IIC15 (1.1) 9.66 (4.17–22.40), <0.0111.93 (4.68–30.41), <0.01
 IIIA64 (4.5) 1.10 (0.50–2.43), 0.820.94 (0.27–3.33), 0.93
 IIIB376 (26.3) 3.05 (1.97–4.72), <0.012.75 (1.49–5.08), <0.01
 IIIC174 (12.2) 6.48 (4.12–10.17), <0.015.85 (3.11–11.02), <0.01
 IVA32 (2.2) 8.06 (4.24–15.31), <0.0111.76 (4.88–28.32), <0.01
 IVB30 (2.1) 14.10 (7.47–26.64), <0.0115.86 (6.71–37.48), <0.01
Mismatch repair IHC status <0.01  
 Proficient1148 (80.5) 1.00 
 Deficient278 (19.5) 0.74 (0.55–0.99), 0.04 
BRAFV600E immunohistochemistry status <0.01  
 Wild type1151 (80.7) 1.00 
 Mutant275 (19.3) 1.14 (0.88–1.49), 0.32 
Immunhoistochemistry phenotypes <0.01  
 Mismatch repair-proficient/BRAF wild type1057 (74.1) 1.001.00
 Mismatch repair-deficient/BRAFV600E mutant184 (12.9) 0.84 (0.60–1.19), 0.320.57 (0.35–0.93), 0.03
 Mismatch repair-deficient/BRAF wild type94 (6.6) 0.66 (0.40–1.08), 0.100.65 (0.34–1.27), 0.21
 Mismatch repair-proficient/BRAFV600E mutant91 (6.4) 1.79 (1.24–2.60), <0.011.10 (0.69–1.76), 0.68

Reports on the significance of differences between two or more categories within each variable as a one sample non-parametric binomial or χ2-test.

During follow-up, (mean 5.29 years, 75th centile 3.21 years), 353 patients died. Survival curves correlating immunohistochemical staining pattern and survival by both Kaplan–Meier and Cox regression methods are presented in Figure 1 along with photomicrographs of representative staining patterns. The 5-year survivals progressively deteriorated from mismatch repair-deficient/BRAF wild type (73.6%) to mismatch repair-deficient/BRAFV600E mutant (70.1%), to mismatch repair-proficient/BRAF wild type (65.4%) to mismatch repair-proficient/BRAFV600E mutant (49.7%). Pairwise comparisons with mismatch repair-proficient/BRAF wild-type colorectal carcinomas as the baseline group in univariate Cox regression modeling revealed overlapping 5-year survival figures for all tumor groups, except mismatch repair-proficient/BRAFV600E mutant tumors, which showed a statistically significant worse outcome—hazard ratio of death 1.79 (95% CI=1.24–2.60), P<0.01. In multivariate analysis, the poor prognosis of mismatch repair-proficient/BRAFV600E mutant tumors was negated (hazard ratio of 1.10 (95% CI=0.69–1.76), P=0.68) by the dominant effect of stage and age on overall survival. However, the better prognosis of mismatch repair-deficient/BRAFV600E mutant tumors became significant (hazard ratio of 0.57 (95% CI=0.35–093), P=0.03) when compared with the baseline group of mismatch repair-proficient/BRAF wild-type tumors (Table 1).
Figure 1

(a,b) Representative photomicrographs serially stained for hematoxylin and eosin, PMS2 and BRAFV600E of (a) DNA mismatch repair-proficient/BRAF wild-type colorectal carcinoma and (b) DNA mismatch repair-proficient/BRAFV600E mutant tumor (original magnifications, × 400). (c) Kaplan–Meier survival functions of the four immunohistochemistry phenotypes. (d) Univariate Cox regression survival function of the four immunohistochemistry phenoytpes.

Discussion

The use of molecular markers to predict outcome in colorectal carcinoma, particularly mismatch repair deficiency/microsatellite instability and BRAF mutation, has been an area of active research. Briefly, most studies have indicated that mismatch repair deficiency is associated with a good outcome.[3, 11, 12, 13, 14, 15, 16, 17] In contrast, the presence of BRAF mutation is usually found to be a marker of poor prognosis.[3, 18, 19, 20, 21, 22, 23, 24] Although some studies have found that BRAF mutation does not predict outcome in an unselected population,[25] this discrepancy appears to be because of the strong association between BRAF mutation (a poor prognostic factor) with mismatch repair deficiency (a good prognostic factor) through the somatic hypermethylation pathway. Therefore, recently several groups have used the combination of MMR and BRAF mutation status as determined by molecular means to predict outcome in colorectal cancer. Using this approach, mismatch repair-deficient/BRAF wild-type colorectal carcinomas have been consistently found to have a good prognosis,[4, 20, 26, 27] whereas mismatch repair-proficient/BRAFV600E mutant colorectal carcinomas have emerged as a poor prognostic group in most[3, 4, 12, 27, 28] but not all studies.[26] This combined mismatch repair/BRAF prognostic algorithm was tested recently by Lochhead et al[29] who used molecular techniques to determine microsatellite instability and BRAF mutation status in 1253 colorectal carcinoma patients. Compared with the majority of tumors that were mismatch repair-proficient/BRAF wild type, mismatch repair-proficient/BRAF mutant colorectal carcinomas demonstrated a poor prognosis (hazard ratio of colon cancer-specific mortality 1.6 (95% CI=0.12–2.28)). Mismatch repair-deficient/BRAF mutant colorectal carcinomas demonstrated a good prognosis with a hazard ratio of 0.48 (95% CI=0.27–0.87) and mismatch repair-deficient/BRAF wild type demonstrated a very good prognosis with a hazard ratio of 0.25 (95% CI=0.12–0.52). The results of our study, although based on all cause rather than cancer-specific survival, are essentially confirmatory of Lochhead et al,[29] with the significant advantage that we did not use any molecular techniques, only immunohistochemistry—an approach that is readily available in virtually any diagnostic surgical pathology laboratory. In centers where universal Lynch syndrome screening is already undertaken with mismatch repair deficiency immunohistochemistry for MLH1, PMS2, MSH2, and MSH6, it would simply be a matter of performing immunohistochemistry for five markers rather than four, with estimated additional disposable costs of 2] We note that the very poor prognosis of mismatch repair-proficient/BRAF mutant tumors found in univariate analysis (P<0.01) fell away in multivariate analysis because of the dominant effect of stage and age on overall survival. However, given the ease with which BRAF status can be determined in conjunction with mismatch repair deficiency in the routine clinical setting, and the established indication for combined mismatch repair deficiency and BRAF testing to triage formal genetic testing for Lynch syndrome,[2] our study makes an argument for its potential use as a prognostic marker in all colorectal cancers. To date, four of the five independent studies investigating BRAFV600E mutation-specific immunohistochemistry in colorectal carcinoma have determined that it is highly sensitive and specific for the presence of the BRAFV600E mutation with only one study suggesting limited utility.[2, 8, 9, 10, 30] It would be reasonable to conclude that local factors such as tissue processing techniques and staining methods can affect the performance of the antibody, but most laboratories including our own[2] have found it to be a robust and reliable marker. However, we do caution that introduction of BRAF immunohistochemistry should only be performed with the appropriate quality control measures, including the use of controls and the validation of the accuracy of the testing in individual laboratories. Previous studies of BRAFV600E mutation-specific immunohistochemistry in colorectal carcinoma have concentrated on its utility in triaging formal genetic testing for Lynch syndrome in microsatellite-unstable tumors.[2, 8, 9, 10] Other studies have concentrated on the prognostic predictive power of combined BRAF and mismatch repair deficiency assessment when determined by molecular means.[3, 4, 20, 26, 27, 28, 29] This is the first study to demonstrate that BRAF determination by immunohistochemistry alone, when interpreted in conjunction with mismatch repair deficiency status, also identifies subgroups of colorectal carcinomas with different overall survivals—most significantly the poor prognostic group of mismatch repair-proficient/BRAFV600E mutant tumors. In summary, our results suggest that the addition of BRAFV600E immunohistochemistry to mismatch repair deficiency immunohistochemistry identifies distinct prognostic subgroups of colorectal carcinomas, including the poor prognostic group of mismatch repair-proficient/BRAFV600E mutant tumors. If our results are confirmed in other large independent cohorts, a strong argument could be made to perform routine BRAFV600E immunohistochemistry at the same time as mismatch repair deficiency assessment on all colorectal carcinomas, not just to facilitate universal screening for Lynch syndrome in mismatch repair-deficient tumors but also to identify the poor prognosis mismatch repair-proficient/BRAFV600E mutant group.
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Review 1.  Systematic review of microsatellite instability and colorectal cancer prognosis.

Authors:  S Popat; R Hubner; R S Houlston
Journal:  J Clin Oncol       Date:  2005-01-20       Impact factor: 44.544

Review 2.  Biomarkers in cancer staging, prognosis and treatment selection.

Authors:  Joseph A Ludwig; John N Weinstein
Journal:  Nat Rev Cancer       Date:  2005-11       Impact factor: 60.716

3.  Prognostic and predictive roles of high-degree microsatellite instability in colon cancer: a National Cancer Institute-National Surgical Adjuvant Breast and Bowel Project Collaborative Study.

Authors:  George P Kim; Linda H Colangelo; H Samuel Wieand; Soonmyung Paik; Ilan R Kirsch; Norman Wolmark; Carmen J Allegra
Journal:  J Clin Oncol       Date:  2007-01-16       Impact factor: 44.544

4.  CpG island methylator phenotype, microsatellite instability, BRAF mutation and clinical outcome in colon cancer.

Authors:  Shuji Ogino; Katsuhiko Nosho; Gregory J Kirkner; Takako Kawasaki; Jeffrey A Meyerhardt; Massimo Loda; Edward L Giovannucci; Charles S Fuchs
Journal:  Gut       Date:  2008-10-02       Impact factor: 23.059

5.  Defective mismatch repair as a predictive marker for lack of efficacy of fluorouracil-based adjuvant therapy in colon cancer.

Authors:  Daniel J Sargent; Silvia Marsoni; Genevieve Monges; Stephen N Thibodeau; Roberto Labianca; Stanley R Hamilton; Amy J French; Brian Kabat; Nathan R Foster; Valter Torri; Christine Ribic; Axel Grothey; Malcolm Moore; Alberto Zaniboni; Jean-Francois Seitz; Frank Sinicrope; Steven Gallinger
Journal:  J Clin Oncol       Date:  2010-05-24       Impact factor: 44.544

6.  KRAS and BRAF mutations in advanced colorectal cancer are associated with poor prognosis but do not preclude benefit from oxaliplatin or irinotecan: results from the MRC FOCUS trial.

Authors:  Susan D Richman; Matthew T Seymour; Philip Chambers; Faye Elliott; Catherine L Daly; Angela M Meade; Graham Taylor; Jennifer H Barrett; Philip Quirke
Journal:  J Clin Oncol       Date:  2009-11-02       Impact factor: 44.544

7.  Hypermethylator phenotype in sporadic colon cancer: study on a population-based series of 582 cases.

Authors:  Ludovic Barault; Céline Charon-Barra; Valérie Jooste; Mathilde Funes de la Vega; Laurent Martin; Patrick Roignot; Patrick Rat; Anne-Marie Bouvier; Pierre Laurent-Puig; Jean Faivre; Caroline Chapusot; Francoise Piard
Journal:  Cancer Res       Date:  2008-10-15       Impact factor: 12.701

8.  BRAF mutation in sporadic colorectal cancer and Lynch syndrome.

Authors:  Alexandra Thiel; Mira Heinonen; Jonas Kantonen; Annette Gylling; Laura Lahtinen; Mari Korhonen; Soili Kytölä; Jukka-Pekka Mecklin; Arto Orpana; Päivi Peltomäki; Ari Ristimäki
Journal:  Virchows Arch       Date:  2013-08-21       Impact factor: 4.064

9.  Prognostic significance of defective mismatch repair and BRAF V600E in patients with colon cancer.

Authors:  Amy J French; Daniel J Sargent; Lawrence J Burgart; Nathan R Foster; Brian F Kabat; Richard Goldberg; Lois Shepherd; Harold E Windschitl; Stephen N Thibodeau
Journal:  Clin Cancer Res       Date:  2008-06-01       Impact factor: 12.531

10.  Wild-type BRAF is required for response to panitumumab or cetuximab in metastatic colorectal cancer.

Authors:  Federica Di Nicolantonio; Miriam Martini; Francesca Molinari; Andrea Sartore-Bianchi; Sabrina Arena; Piercarlo Saletti; Sara De Dosso; Luca Mazzucchelli; Milo Frattini; Salvatore Siena; Alberto Bardelli
Journal:  J Clin Oncol       Date:  2008-11-10       Impact factor: 44.544

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1.  KRAS and BRAF gene mutations and DNA mismatch repair status in Chinese colorectal carcinoma patients.

Authors:  Ju-Xiang Ye; Yan Liu; Yun Qin; Hao-Hao Zhong; Wei-Ning Yi; Xue-Ying Shi
Journal:  World J Gastroenterol       Date:  2015-02-07       Impact factor: 5.742

Review 2.  [Molecular pathology of colorectal cancer].

Authors:  J H L Neumann; A Jung; T Kirchner
Journal:  Pathologe       Date:  2015-03       Impact factor: 1.011

3.  BRAF V600E immunohistochemistry is reliable in primary and metastatic colorectal carcinoma regardless of treatment status and shows high intratumoral homogeneity.

Authors:  Jacob R Bledsoe; Michal Kamionek; Mari Mino-Kenudson
Journal:  Am J Surg Pathol       Date:  2014-10       Impact factor: 6.394

4.  Population-based Screening for BRAF V600E in Metastatic Colorectal Cancer Reveals Increased Prevalence and Poor Prognosis.

Authors:  Jenny E Chu; Benny Johnson; Laveniya Kugathasan; Van K Morris; Kanwal Raghav; Lucas Swanson; Howard J Lim; Daniel J Renouf; Sharlene Gill; Robert Wolber; Aly Karsan; Scott Kopetz; David F Schaeffer; Jonathan M Loree
Journal:  Clin Cancer Res       Date:  2020-06-22       Impact factor: 12.531

Review 5.  Rate of dissemination and prognosis in early and advanced stage colorectal cancer based on microsatellite instability status: systematic review and meta-analysis.

Authors:  James W T Toh; Kevin Phan; Faizur Reza; Pierre Chapuis; Kevin J Spring
Journal:  Int J Colorectal Dis       Date:  2021-02-18       Impact factor: 2.571

Review 6.  Approach to Lynch Syndrome for the Gastroenterologist.

Authors:  Quan M Bui; David Lin; Wendy Ho
Journal:  Dig Dis Sci       Date:  2016-12-18       Impact factor: 3.199

7.  Prognostic value of BRAF V600E mutation and microsatellite instability in Japanese patients with sporadic colorectal cancer.

Authors:  Yu Nakaji; Eiji Oki; Ryota Nakanishi; Koji Ando; Masahiko Sugiyama; Yuichiro Nakashima; Nami Yamashita; Hiroshi Saeki; Yoshinao Oda; Yoshihiko Maehara
Journal:  J Cancer Res Clin Oncol       Date:  2016-09-26       Impact factor: 4.553

8.  Mismatch repair deficiency as a prognostic factor in mucinous colorectal cancer.

Authors:  Juliana Andrici; Mahtab Farzin; Loretta Sioson; Adele Clarkson; Nicole Watson; Christopher W Toon; Anthony J Gill
Journal:  Mod Pathol       Date:  2016-01-15       Impact factor: 7.842

9.  Combination of microsatellite instability and BRAF mutation status for subtyping colorectal cancer.

Authors:  T T Seppälä; J P Böhm; M Friman; L Lahtinen; V M J Väyrynen; T K E Liipo; A P Ristimäki; M V J Kairaluoma; I H Kellokumpu; T H I Kuopio; J-P Mecklin
Journal:  Br J Cancer       Date:  2015-05-14       Impact factor: 7.640

10.  Tumour infiltrating lymphocyte status is superior to histological grade, DNA mismatch repair and BRAF mutation for prognosis of colorectal adenocarcinomas with mucinous differentiation.

Authors:  David S Williams; Dmitri Mouradov; Marsali R Newman; Elham Amini; David K Nickless; Catherine G Fang; Michelle Palmieri; Anuratha Sakthianandeswaren; Shan Li; Robyn L Ward; Nicholas J Hawkins; Iain Skinner; Ian Jones; Peter Gibbs; Oliver M Sieber
Journal:  Mod Pathol       Date:  2020-02-11       Impact factor: 7.842

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