- Research article
- Open Access
- Open Peer Review
Let-7 miRNA-binding site polymorphism in the KRAS 3′UTR; colorectal cancer screening population prevalence and influence on clinical outcome in patients with metastatic colorectal cancer treated with 5-fluorouracil and oxaliplatin +/− cetuximab
© Kjersem et al.; licensee BioMed Central Ltd. 2012
- Received: 24 July 2012
- Accepted: 14 November 2012
- Published: 20 November 2012
Recent studies have reported associations between a variant allele in a let-7 microRNA complementary site (LCS6) within the 3′untranslated region (3′UTR) of KRAS (rs61764370) and clinical outcome in metastatic colorectal cancer (mCRC) patients receiving cetuximab. The variant allele has also been associated with increased cancer risk. We aimed to reveal the incidence of the variant allele in a colorectal cancer screening population and to investigate the clinical relevance of the variant allele in mCRC patients treated with 1st line Nordic FLOX (bolus 5-fluorouracil/folinic acid and oxaliplatin) +/− cetuximab.
The feasibility of the variant allele as a risk factor for CRC was investigated by comparing the LCS6 gene frequencies in 197 CRC patients, 1060 individuals with colorectal polyps, and 358 healthy controls. The relationship between clinical outcome and LCS6 genotype was analyzed in 180 mCRC patients receiving Nordic FLOX and 355 patients receiving Nordic FLOX + cetuximab in the NORDIC-VII trial (NCT00145314).
LCS6 frequencies did not vary between CRC patients (23%), individuals with polyps (20%), and healthy controls (20%) (P = 0.50). No statistically significant differences were demonstrated in the NORDIC-VII cohort even if numerically increased progression-free survival (PFS) and overall survival (OS) were found in patients with the LCS6 variant allele (8.5 (95% CI: 7.3-9.7 months) versus 7.8 months (95% CI: 7.4-8.3 months), P = 0.16 and 23.5 (95% CI: 21.6-25.4 months) versus 19.5 months (95% CI: 17.8-21.2 months), P = 0.31, respectively). Addition of cetuximab seemed to improve response rate more in variant carriers than in wild-type carriers (from 35% to 57% versus 44% to 47%), however the difference was not statistically significant (interaction P = 0.16).
The LCS6 variant allele does not seem to be a risk factor for development of colorectal polyps or CRC. No statistically significant effect of the LCS6 variant allele on response rate, PFS or OS was found in mCRC patients treated with 1st line Nordic FLOX +/− cetuximab.
- Colorectal cancer
- MiRNA polymorphism
The prognosis for patients with metastatic colorectal cancer (mCRC) included in clinical trials has increased from approximately 12 months with 5-fluorouracil monotherapy to 20–24 months with the addition of newer chemotherapeutic agents and targeted drugs . Cetuximab and panitumumab, two monoclonal antibodies (moAb) targeting the epidermal growth factor receptor (EGFR), have proven to be effective in combination with chemotherapy or as single agents [2–7]. KRAS mutation is a negative predictive marker for response to EGFR-targeted therapy and clinical benefit seems to be restricted to patients with KRAS wild-type tumors [2–5, 8, 9]. In the recent NORDIC-VII study, however, we did not find an improved outcome of adding cetuximab to first-line oxaliplatin-based chemotherapy in KRAS wild-type patients . Similar results were found by the COIN trial . The results of these trials demonstrate the necessity to explore and validate new biomarkers to improve the selection of patients who are likely to benefit from cetuximab treatment . It was recently reported that copy number aberrations (CNA) may provide additional information to mutation status and their use may potentially further improve the selection of mCRC patients for EGFR-targeted therapy . Mekenkamp et al. demonstrated that KRAS copy number loss was associated with good response in both KRAS wild-type and KRAS mutated mCRC patients treated with a cetuximab-containing first-line regimen .KRAS copy number gains were associated with poor progression-free survival (PFS) in KRAS wild-type mCRC patients given the same treatment .
MicroRNAs (miRNAs) are a class of highly conserved 22-nucleotides single-stranded RNAs that can act as trans-acting factors that suppress translation or induce messenger RNA (mRNA) degradation of target genes . They are global gene regulators implicated in virtually all cancer types studied, where they can function as oncogenes or tumor suppressors . A number of miRNAs have been reported to be involved in CRC development and KRAS regulation, and these may influence the effect of EGFR-targeted therapy [13, 16, 17]. An important miRNA in CRC seems to be miR-143, which, has been described to be downregulated in CRC  and to inhibit the translation of KRAS mRNA, thereby altering RAS signaling and inhibiting tumor cell growth . Pichler et al. found that low miR-143 expression was an independent negative prognostic factor for cancer specific survival in mCRC, and they reported a decreased PFS in KRAS wild-type mCRC patients treated with EGFR-targeted agents .
The let-7 family of miRNAs plays an important role in many malignant tumors where they mainly function as tumor suppressors. Downregulation of let-7 family members is observed in multiple carcinomas , including colon cancer . RAS expression was decreased in colon cancer cell lines after transfection of let-7a-1 miRNA precursor suggesting that let-7 is involved in regulating colon cancer cell growth . Let-7 miRNAs downregulate RAS after binding to specific sites in the 3′ untranslated region (3′-UTR) of the KRAS mRNA . A functional single nucleotide polymorphism has been characterized in the let-7 complementary site (LCS6) in the KRAS 3′-UTR mRNA leading to increased expression of KRAS in vitro and lower let-7 levels in vivo.
The LCS6 variant allele is associated with increased risk of non-small cell lung cancer (NSCLC) in moderate smokers , triple-negative breast cancer in premenopausal women , and ovarian cancer in BRCA negative women from hereditary breast and ovarian cancer syndrome families . Moreover, the LCS6 variant allele is enriched in BRCA negative double primary breast and ovarian cancer patients . One study failed to find an association between the LCS6 variant allele and sporadic or familial ovarian cancer risk . A recent study confirms the importance of the LCS6 variant allele in postmenopausal ovarian cancer patients and demonstrates that it is a biomarker of poor outcome in this disease, probably due to platinum resistance . The LCS6 variant allele is also associated with reduced survival in oral cancer . On the contrary, Smits et al. found that early-stage CRC patients with the LCS6 variant allele had better outcome , whereas Ryan et al. recently reported the LCS6 variant allele to be associated with reduced risk of mortality in late-stage CRC .
We determined the frequency of the LCS6 variant allele in a Norwegian case–control study, the KAM cohort, consisting of CRC patients, individuals with polyps in the large intestine, and healthy controls, to investigate the feasibility of the variant allele as a risk factor for CRC development.
Three studies have reported conflicting results regarding the relationship between the LCS6 variant allele and clinical outcome in mCRC patients receiving cetuximab [33–35]. In this work we have studied if the LCS6 variant allele was associated with clinical outcome in NORDIC-VII, a randomized phase III trial where Nordic FLOX (bolus 5-fluorouracil/folinic acid and oxaliplatin) was given with or without cetuximab as first-line treatment in mCRC .
In the NORDIC-VII trial (NCT 00145314), patients with mCRC were randomized to receive first-line standard Nordic FLOX (bolus 5-fluorouracil/folinic acid and oxaliplatin) (arm A), cetuximab and Nordic FLOX (arm B), or cetuximab combined with intermittent Nordic FLOX (arm C) . Primary endpoint was progression-free survival (PFS), overall survival (OS) and response rate were secondary endpoints. Mutation analysis of KRAS and BRAF were performed. Cetuximab did not add significant benefit to Nordic FLOX and KRAS mutation was not predictive for cetuximab effect.
DNA from a total of 535 of the 566 patients in the intention to treat population was evaluable for LCS6 genotyping. Of the 31 samples that were not evaluable five were due to low DNA concentration, seven to undetermined results, and 19 samples were not available. There were 180 patients in arm A and 355 patients in arms B and C evaluable for response and survival analyses. Response status was evaluated according to the RECIST version 1.0 criteria and was assigned to patients with complete or partial remission with changes in tumor measurements confirmed by repeat studies performed no less than 4 weeks after the criteria for response were first met (minimum interval of 8 weeks – 4 cycles) . The study was approved by the national ethics committees and governmental authorities in each country and was conducted in accordance with the Declaration of Helsinki. All patients provided written informed consent.
The KAM cohort is based on the screening group of the Norwegian Colorectal Cancer Prevention study (The NORCCAP study) (NCT00119912)  and CRC cases (not evaluated for metastases) from Telemark Hospital and Oslo University Hospital. Evaluable blood samples for LCS6 genotyping were obtained from 197 CRC patients, 1060 individuals with polyps in the large intestine, and 358 healthy controls. All participants in the KAM study provided written informed consent. The project was approved by the Ethics Committee REK South-East, Norway (Regional komite for medisinsk og helsefaglig forskningsetikk Sør-Øst).
The single nucleotide variant allele rs61764370 is located in the let-7 complementary site 6 (LCS6) of the KRAS 3′ UTR. The LCS6 genotype was determined using an in-house TaqMan® allelic discrimination assay on a Sequence Detection System ABI 7500. Forward and reverse primer sequences are TGTGCCACTACACTCAACTAATTTTTG and TGGTAGGCACTCAATAAATATTTGCT respectively. Probes were labeled VIC (wild-type) and 6FAM (variant type) with sequences VIC-TGACCTCAAGTGATTCA-MGB and 6FAM-AAGTGATGCACCCACCTT-MGB (Applied Biosystems). A BLAST search of primer and probe sequences was performed with adequate specificity for the locus of interest. The assay was performed in 10 μL reactions containing 1 x Mastermix, 200 nM of each probe, 900 nM of each primer, and 20–40 ng of genomic DNA extracted from peripheral blood. Cycling conditions were according to the TaqMan® Genotyping Assay Protocol: 50°C for 2 min, 95°C for 10 min, and 40 cycles of 95°C for 15 s and 60°C for 1 min. Genotype calling was performed semi-automated using the Sequence Detection Software v1.3 (Applied Biosystems). The analyses were performed in duplicate.
As a consequence of the low frequency of the homozygous LCS6 G-allele, the G/T and G/G genotypes were collapsed in the analyses. For the prognostic analyses all three arms (arms A, B and C) were analyzed together. For the predictive analyses arm A was compared to arms B and C together. The association of the LCS6 genotype, KRAS and BRAF mutation status was analyzed by the chi-square test. The association between the LCS6 genotype and tumor response was analyzed by binary logistic regression for the prognostic and predictive analyses. OS and PFS times were estimated using the Kaplan-Meier method. The associations of the LCS6 genotype and PFS and OS were analyzed by Cox’s proportional hazard regression model. The value of LCS6 as a predictive marker of cetuximab effect was analyzed by including an interaction term in the models. The distribution of genotypes in the NORDIC-VII study and the KAM cohort were tested for Hardy-Weinberg equilibrium . The distribution of the LCS6 genotype in the CRC patients, the individuals with polyps and the healthy controls from the KAM cohort was analyzed by the chi-square test. P < 0.05 was considered statistically significant. All p-values were two-sided. The statistical analyses were performed using Statistical Package for Social Sciences, version 18.0. (SPSS Chicago, IL).
LCS6 variant allele and CRC risk
LCS6 genotype frequencies in controls, individuals with polyps and CRC patients
Individuals with polyps
Characteristics of patients in the NORDIC-VII study
Patient characteristics in the NORDIC-VII study
LCS6 wild-type (N=451)
LCS6 variant (N=84)
Location primary tumor (%)
Response rate and survival
Predictive analyses for benefit of cetuximab treatment
Progression-free survival and overall survival by LCS6 genotype and treatment
Interaction P value
3.8 – 11.6
16.5 – 24.2
16.9 – 20.9
13.2 – 31.4
19.9 – 27.1
The frequency of the LCS6 variant allele in a Norwegian cohort was similar in healthy controls, individuals with polyps, and CRC patients. These results do not support the LCS6 variant allele as a candidate risk factor for development of colorectal polyps or CRC. The frequency of the LCS6 variant allele varies across geographic populations, with European populations exhibiting the variant allele most frequently [24, 31, 32, 39, 40]. The frequency of the LCS6 variant allele was 16% in 535 genotyped patients in the NORDIC-VII cohort, which is consistent with a recent study which analyzed 734 CRC cases from the Netherlands . Interestingly, the frequency of the variant allele in mCRC patients in the NORDIC-VII cohort is significantly lower than in the CRC patients from the KAM cohort (P = 0.02). A possible explanation could be that the NORDIC-VII cohort consists of a more heterogeneous population from the Nordic countries compared to the KAM cohort, which consists of a homogenous Norwegian population. Another possible explanation could be that CRC patients with the LCS6 wild-type have a greater tendency to metastasize.
A recently published study found that early-stage CRC cases with the LCS6 variant had improved survival . Another study reported that the LCS6 variant was associated with a reduced risk of mortality in late-stage CRC . Numerically increased median PFS and OS were found in patients with the LCS6 variant allele when compared to LCS6 wild-type carriers, but the differences were not statistically significant at the 5% level and we cannot conclude that mCRC patients with the variant allele belong to a favorable prognostic group. Furthermore, the difference in treatment response of adding cetuximab was larger, albeit not statistically significant, in patients with the LCS6 variant. There was a non-significant trend of increased response rate for patients with the LCS6 variant allele when treated with 5-fluorouracil/oxaliplatin and cetuximab compared to 5-fluorouracil/oxaliplatin alone. The trend of numerically increased PFS, OS and response rate was also observed independent of KRAS mutation status and in KRAS and BRAF wild-type patients, but none of the findings proved statistically significant. Thus, any potential predictive effect of the LCS6 variant allele is likely to be too small to be demonstrated with the patient sample available from the NORDIC-VII study. The NORDIC-VII cohort has limitations for studies of biomarkers predictive of cetuximab effect, as cetuximab did not add significant benefit to the Nordic FLOX regimen. Also, the number of patients with the LCS6 variant allele is relatively small, and the analyses of LCS6 as a predictive marker thus have low power.
Zhang et al. demonstrated that of 67 KRAS wild-type mCRC patients, there was a higher response rate and a trend of longer PFS and OS in patients with LCS6 variant allele (N=12) compared to patients with LCS6 wild-type (N=55) when treated with cetuximab monotherapy . Contrary, another study on 121 BRAF wild-type mCRC patients who underwent salvage cetuximab – irinotecan therapy, of which 58 were KRAS mutated, reported that patients with LCS6 variant allele (N=34) had shorter PFS and OS compared to LCS6 wild-type (N=87) . Similar results were reported by Winder et al. who found mCRC patients with mutant KRAS and LCS6 variant allele to have shorter PFS when treated with irinotecan and cetuximab . The conflicting results in these studies suggest that the chemotherapy backbone may play a role, and that the LCS6 variant allele have different predictive values in mCRC patients treated with cetuximab alone or in combination with 5-fluorouracil/oxaliplatin than in patients treated with cetuximab in combination with irinotecan [41, 42].
Ragusa et al. demonstrated that cetuximab treatment induced miRNA transcriptome changes in drug-sensitive and drug-resistant CRC cell lines . The set of differentially expressed miRNAs in the two cell lines (one sensitive and the other resistant) was almost entirely not overlapping. These data suggest that different responses to cetuximab are associated with different sets of miRNAs and thereby different molecular signaling. Interestingly, 67% of the differentially expressed miRNAs were involved in cancer, including CRC, whereas 19 miRNA targets had previously been reported to be involved in the cetuximab pathway and CRC. Based on their results, they suggest downregulation of let-7b and let-7e and the upregulation of miR-17* to be associated with cetuximab resistance . Although these miRNAs were generated from cell studies, they illustrate that miRNAs may be promising predictive markers of cetuximab response to be further studied in mCRC patients.
We have only investigated one miRNA binding site polymorphism in this study, representing a small piece in a large puzzle of polymorphisms in the miRNA pathway. Future research on miRNA pathway polymorphisms as potential prognostic and/or predictive markers in mCRC should ideally include an integrated approach using bioinformatical tools combined with biological data to get a comprehensive understanding of the role and functions of miRNA polymorphisms and cetuximab response.
The LCS6 variant allele does not seem to be a risk factor for development of colorectal polyps or CRC. No prognostic effect of the LCS6 variant allele was demonstrated in the NORDIC-VII cohort. No predictive effect of the LCS6 variant allele on response rate, PFS or OS when cetuximab is given in combination with 5-fluorouracil/oxaliplatin in the first-line treatment of mCRC patients could be proven. Although our study has a larger sample size than previously published studies, the sample size in the subgroup with the variant allele is still too low to obtain sufficient power to reliably conclude in subgroups based on treatment and genotype. Studies with larger sample size and with stratification of molecular subgroups and chemotherapy backbone are necessary to reveal if the LCS6 variant allele could be clinically useful when treating mCRC patients in the future.
The NORDIC-VII study was supported by Merck-Serono, Darmstadt, Germany and Sanofi-Aventis, Oslo, Norway. This work was supported by the South-Eastern Norway Regional Health Authority and by a grant from Hole`s foundation. We thank A. M. Stangeland for assistance in the laboratory. We acknowledge The Norwegian Colorectal Cancer Prevention study (The NORCCAP study) for access to the screening samples.
- Cunningham D, Atkin W, Lenz HJ, Lynch HT, Minsky B, Nordlinger B, et al: Colorectal cancer. Lancet. 2010, 375: 1030-1047. 10.1016/S0140-6736(10)60353-4.View ArticlePubMedGoogle Scholar
- Amado RG, Wolf M, Peeters M, Van CE, Siena S, Freeman DJ, et al: Wild-type KRAS is required for panitumumab efficacy in patients with metastatic colorectal cancer. J Clin Oncol. 2008, 26: 1626-1634. 10.1200/JCO.2007.14.7116.View ArticlePubMedGoogle Scholar
- Karapetis CS, Khambata-Ford S, Jonker DJ, O'Callaghan CJ, Tu D, Tebbutt NC, et al: K-ras mutations and benefit from cetuximab in advanced colorectal cancer. N Engl J Med. 2008, 359: 1757-1765. 10.1056/NEJMoa0804385.View ArticlePubMedGoogle Scholar
- Van CE, Kohne CH, Lang I, Folprecht G, Nowacki MP, Cascinu S, et al: 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. 10.1200/JCO.2010.33.5091.View ArticleGoogle Scholar
- Peeters M, Price TJ, Cervantes A, Sobrero AF, Ducreux M, Hotko Y, et al: 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. 10.1200/JCO.2009.27.6055.View ArticlePubMedGoogle Scholar
- Bokemeyer C, Bondarenko I, Makhson A, Hartmann JT, Aparicio J, de Braud F, et al: Fluorouracil, leucovorin, and oxaliplatin with and without cetuximab in the first-line treatment of metastatic colorectal cancer. J Clin Oncol. 2009, 27: 663-671. 10.1200/JCO.2008.20.8397.View ArticlePubMedGoogle Scholar
- Douillard JY, Siena S, Cassidy J, Tabernero J, Burkes R, Barugel M, et al: Randomized, phase III trial of panitumumab with infusional fluorouracil, leucovorin, and oxaliplatin (FOLFOX4) versus FOLFOX4 alone as first-line treatment in patients with previously untreated metastatic colorectal cancer: the PRIME study. J Clin Oncol. 2010, 28: 4697-4705. 10.1200/JCO.2009.27.4860.View ArticlePubMedGoogle Scholar
- Bokemeyer C, Bondarenko I, Hartmann JT, de Braud F, Schuch G, Zubel A, et al: 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. 10.1093/annonc/mdq632.View ArticlePubMedGoogle Scholar
- De RW, Claes B, Bernasconi D, De SJ, Biesmans B, Fountzilas G, et al: 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. 10.1016/S1470-2045(10)70130-3.View ArticleGoogle Scholar
- Tveit KM, Guren T, Glimelius B, Pfeiffer P, Sorbye H, Pyrhonen S, et al: Phase III trial of cetuximab with continuous or intermittent fluorouracil, leucovorin, and oxaliplatin (nordic FLOX) versus FLOX alone in first-line treatment of metastatic colorectal cancer: the NORDIC-VII study. J Clin Oncol. 2012, 30: 1755-1762. 10.1200/JCO.2011.38.0915.View ArticlePubMedGoogle Scholar
- Maughan TS, Adams RA, Smith CG, Meade AM, Seymour MT, Wilson RH, et al: Addition of cetuximab to oxaliplatin-based first-line combination chemotherapy for treatment of advanced colorectal cancer: results of the randomised phase 3 MRC COIN trial. Lancet. 2011, 377: 2103-2114. 10.1016/S0140-6736(11)60613-2.View ArticlePubMedPubMed CentralGoogle Scholar
- Grothey A, Lenz HJ: Explaining the unexplainable: EGFR antibodies in colorectal cancer. J Clin Oncol. 2012, 30: 1735-1737. 10.1200/JCO.2011.40.4194.View ArticlePubMedGoogle Scholar
- Mekenkamp LJ, Tol J, Dijkstra JR, de Krijger I, Vink-Borger E, Teerenstra S, et al: Beyond KRAS mutation status: influence of KRAS copy number status and microRNAs on clinical outcome to cetuximab in metastatic colorectal cancer patients. BMC Cancer. 2012, 12: 292-10.1186/1471-2407-12-292.View ArticlePubMedPubMed CentralGoogle Scholar
- Bartel DP: MicroRNAs: genomics, biogenesis, mechanism, and function. Cell. 2004, 116: 281-297. 10.1016/S0092-8674(04)00045-5.View ArticlePubMedGoogle Scholar
- Esquela-Kerscher A, Slack FJ: Oncomirs - microRNAs with a role in cancer. Nat Rev Cancer. 2006, 6: 259-269. 10.1038/nrc1840.View ArticlePubMedGoogle Scholar
- Pichler M, Winter E, Stotz M, Eberhard K, Samonigg H, Lax S, et al: Down-regulation of KRAS-interacting miRNA-143 predicts poor prognosis but not response to EGFR-targeted agents in colorectal cancer. Br J Cancer. 2012, 106: 1826-1832. 10.1038/bjc.2012.175.View ArticlePubMedPubMed CentralGoogle Scholar
- Ragusa M, Majorana A, Statello L, Maugeri M, Salito L, Barbagallo D, et al: Specific alterations of microRNA transcriptome and global network structure in colorectal carcinoma after cetuximab treatment. Mol Cancer Ther. 2010, 9: 3396-3409. 10.1158/1535-7163.MCT-10-0137.View ArticlePubMedGoogle Scholar
- Michael MZ, O' Connor SM, van Holst Pellekaan NG, Young GP, James RJ: Reduced accumulation of specific microRNAs in colorectal neoplasia. Mol Cancer Res. 2003, 1: 882-891.PubMedGoogle Scholar
- Chen X, Guo X, Zhang H, Xiang Y, Chen J, Yin Y, et al: Role of miR-143 targeting KRAS in colorectal tumorigenesis. Oncogene. 2009, 28: 1385-1392. 10.1038/onc.2008.474.View ArticlePubMedGoogle Scholar
- Boyerinas B, Park SM, Hau A, Murmann AE, Peter ME: The role of let-7 in cell differentiation and cancer. Endocr Relat Cancer. 2010, 17: F19-F36. 10.1677/ERC-09-0184.View ArticlePubMedGoogle Scholar
- King CE, Wang L, Winograd R, Madison BB, Mongroo PS, Johnstone CN, et al: LIN28B fosters colon cancer migration, invasion and transformation through let-7-dependent and -independent mechanisms. Oncogene. 2011, 30: 4185-4193. 10.1038/onc.2011.131.View ArticlePubMedPubMed CentralGoogle Scholar
- Akao Y, Nakagawa Y, Naoe T: let-7 microRNA functions as a potential growth suppressor in human colon cancer cells. Biol Pharm Bull. 2006, 29: 903-906. 10.1248/bpb.29.903.View ArticlePubMedGoogle Scholar
- Johnson SM, Grosshans H, Shingara J, Byrom M, Jarvis R, Cheng A, et al: RAS is regulated by the let-7 microRNA family. Cell. 2005, 120: 635-647. 10.1016/j.cell.2005.01.014.View ArticlePubMedGoogle Scholar
- Chin LJ, Ratner E, Leng S, Zhai R, Nallur S, Babar I, et al: A SNP in a let-7 microRNA complementary site in the KRAS 3' untranslated region increases non-small cell lung cancer risk. Cancer Res. 2008, 68: 8535-8540. 10.1158/0008-5472.CAN-08-2129.View ArticlePubMedPubMed CentralGoogle Scholar
- Paranjape T, Heneghan H, Lindner R, Keane FK, Hoffman A, Hollestelle A, et al: A 3'-untranslated region KRAS variant and triple-negative breast cancer: a case–control and genetic analysis. Lancet Oncol. 2011, 12: 377-386. 10.1016/S1470-2045(11)70044-4.View ArticlePubMedPubMed CentralGoogle Scholar
- Ratner E, Lu L, Boeke M, Barnett R, Nallur S, Chin LJ, et al: A KRAS-variant in ovarian cancer acts as a genetic marker of cancer risk. Cancer Res. 2010, 70: 6509-6515. 10.1158/0008-5472.CAN-10-0689.View ArticlePubMedPubMed CentralGoogle Scholar
- Pilarski R, Patel DA, Weitzel J, McVeigh T, Dorairaj JJ, Heneghan HM, et al: The KRAS-variant is associated with risk of developing double primary breast and ovarian cancer. PLoS One. 2012, 7: e37891-10.1371/journal.pone.0037891.View ArticlePubMedPubMed CentralGoogle Scholar
- Pharoah PD, Palmieri RT, Ramus SJ, Gayther SA, Andrulis IL, Anton-Culver H, et al: The role of KRAS rs61764370 in invasive epithelial ovarian cancer: implications for clinical testing. Clin Cancer Res. 2011, 17: 3742-3750. 10.1158/1078-0432.CCR-10-3405.View ArticlePubMedPubMed CentralGoogle Scholar
- Ratner ES, Keane FK, Lindner R, Tassi RA, Paranjape T, Glasgow M, et al: A KRAS variant is a biomarker of poor outcome, platinum chemotherapy resistance and a potential target for therapy in ovarian cancer. Oncogene. 2011, 31: 4559-4566.View ArticlePubMedPubMed CentralGoogle Scholar
- Christensen BC, Moyer BJ, Avissar M, Ouellet LG, Plaza SL, McClean MD, et al: A let-7 microRNA-binding site polymorphism in the KRAS 3' UTR is associated with reduced survival in oral cancers. Carcinogenesis. 2009, 30: 1003-1007. 10.1093/carcin/bgp099.View ArticlePubMedPubMed CentralGoogle Scholar
- Smits KM, Paranjape T, Nallur S, Wouters KA, Weijenberg MP, Schouten LJ, et al: A let-7 microRNA SNP in the KRAS 3'UTR is prognostic in early-stage colorectal cancer. Clin Cancer Res. 2011, 17: 7723-7731. 10.1158/1078-0432.CCR-11-0990.View ArticlePubMedGoogle Scholar
- Ryan BM, Robles AI, Harris CC: KRAS-LCS6 genotype as a prognostic marker in early-stage CRC–letter. Clin Cancer Res. 2012, 18: 3487-3488. 10.1158/1078-0432.CCR-12-0250.View ArticlePubMedPubMed CentralGoogle Scholar
- Graziano F, Canestrari E, Loupakis F, Ruzzo A, Galluccio N, Santini D, et al: Genetic modulation of the Let-7 microRNA binding to KRAS 3'-untranslated region and survival of metastatic colorectal cancer patients treated with salvage cetuximab-irinotecan. Pharmacogenomics J. 2010, 10: 458-464. 10.1038/tpj.2010.9.View ArticlePubMedGoogle Scholar
- Zhang W, Winder T, Ning Y, Pohl A, Yang D, Kahn M, et al: A let-7 microRNA-binding site polymorphism in 3'-untranslated region of KRAS gene predicts response in wild-type KRAS patients with metastatic colorectal cancer treated with cetuximab monotherapy. Ann Oncol. 2011, 22: 104-109. 10.1093/annonc/mdq315.View ArticlePubMedGoogle Scholar
- Winder T, Zhang W, El-Khoueiry A, Yang D, Pohl A, Lurje G, et al: Association of a germ-line variant in the K-ras 3' untranslated region with response and progression-free survival in patients with mCRC treated with single-agent cetuximab (IMCL-0144) or in combination with cetuximab (EPIC) independent of K-ras mutation status. ASCO Meeting Abstracts. 2009, 27: 4061-Google Scholar
- Therasse P, Arbuck SG, Eisenhauer EA, Wanders J, Kaplan RS, Rubinstein L, et al: New guidelines to evaluate the response to treatment in solid tumors. European organization for research and treatment of cancer, national cancer institute of the united states, national cancer institute of canada. J Natl Cancer Inst. 2000, 92: 205-216. 10.1093/jnci/92.3.205.View ArticlePubMedGoogle Scholar
- Skjelbred CF, Saebo M, Hjartaker A, Grotmol T, Hansteen IL, Tveit KM, et al: Meat, vegetables and genetic polymorphisms and the risk of colorectal carcinomas and adenomas. BMC Cancer. 2007, 7: 228-10.1186/1471-2407-7-228.View ArticlePubMedPubMed CentralGoogle Scholar
- Rodriguez S, Gaunt TR, Day IN: Hardy-weinberg equilibrium testing of biological ascertainment for mendelian randomization studies. Am J Epidemiol. 2009, 169: 505-514.View ArticlePubMedPubMed CentralGoogle Scholar
- Hollestelle A, Pelletier C, Hooning M, Crepin E, Schutte M, Look M, et al: Prevalence of the variant allele rs61764370 T>G in the 3'UTR of KRAS among Dutch BRCA1, BRCA2 and non-BRCA1/BRCA2 breast cancer families. Breast Cancer Res Treat. 2011, 128: 79-84. 10.1007/s10549-010-1080-z.View ArticlePubMedGoogle Scholar
- Cerne JZ, Stegel V, Gersak K, Novakovic S: KRAS rs61764370 is associated with HER2-overexpressed and poorly-differentiated breast cancer in hormone replacement therapy users: a case control study. BMC Cancer. 2012, 12: 105-10.1186/1471-2407-12-105.View ArticlePubMedPubMed CentralGoogle Scholar
- Ruzzo A, Canestrari E, Galluccio N, Santini D, Vincenzi B, Tonini G, et al: Role of KRAS let-7 LCS6 SNP in metastatic colorectal cancer patients. Ann Oncol. 2011, 22: 234-235.View ArticlePubMedGoogle Scholar
- Zhang W, Labonte MJ, Lenz HJ: KRAS let-7 LCS6 SNP predicts cetuximab efficacy in KRASwt metastatic colorectal cancer patients: Does treatment combination partner matter?. Ann Oncol. 2011, 22: 484-485. 10.1093/annonc/mdq704.View ArticlePubMedGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2407/12/534/prepub
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.