

Jylling AMB, Rasmussen AA, Jakobsen EH, Christensen Rd and Sørensen FB. Are mutations in K-RAS, BRAF and PIK3CA genes critical for response to adjuvant trastuzumab treatment in patients with HER-2 positive breast cancer? J Cancer Ther Res. 2014; 3:3. http://dx.doi.org/10.7243/2049-7962-3-3
Anne Marie Bak Jylling1,2*, Anders Aamann Rasmussen1,3, Erik Hugger Jakobsen3,4, René dePont Christensen5 and Flemming Brandt Sørensen1,6
*Correspondence: Anne Marie Bak Jylling anne.marie.bak.jylling@rsyd.dk
1. Department of Clinical Pathology, Vejle-Lillebaelt Hospital, Denmark.
2. Department of Clinical Pathology, Odense University Hospital, Odense, Denmark.
3. Department of Clinical Genetics, Vejle-Lillebaelt Hospital, Denmark.
4. Department of Oncology, Vejle-Lillebaelt Hospital, Denmark.
5. Research Unit of General Practice Odense, Institute of Public Health, University of Southern Denmark, Denmark.
6. Institute of Regional Health Research, University of Southern Denmark, Denmark.
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Background: HER-2 is a prognostic and predictive factor in patients suffering from breast cancer. Since 2006 we have tested routinely the HER-2 status in patients with primary breast cancer at Vejle Hospital, Denmark, to evaluate the indication for treatment with trastuzumab in the adjuvant setting. Although this treatment improves the prognosis in patients with HER-2 positive breast tumours, it seems that some patients do not respond to the treatment. Various molecular genetic pathways may be responsible for such resistance to trastuzumab therapy, e.g., mutations in the PIK3CA-gene. Mutation in the K-RAS-gene has critical impact in selecting patients with colorectal cancer for targeted anti-EGFR treatment, but has only been sparsely investigated in patients with breast cancer. It is the purpose of the present study to evaluate, whether such mutations may influence the response to trastuzumab treatment.
Methods: Paraffin-embedded breast cancer tissue from 69 women, treated according to protocol with trastuzumab in an adjuvant setting from 2006 through 2008, and 16 women, also treated with trastuzumab in an individualized setting from 2003 through 2005 were included, and analyzed for somatic mutation of the K-RAS, BRAF and PIK3CA genes in their breast tumours. The results were compared with clinical behaviour, receptor status, tumour grade, size, and lymph node status.
Results: In the 2006-08 material, PIK3CA mutations were detected in 26% of the tumours, whereas no BRAF or K-RAS mutations were found. In the 2003-05 material we documented PIK3CA mutations in 31%, BRAF in 6% (1 tumour), and K-RAS in none of the tumours. All patients experiencing relapse (N=17) had metastatic disease. No statistically significant associations were detected between PIK3CA mutation status and the clinico-pathological variables or the clinical outcome.
Conclusions: K-RAS and BRAF mutations are rare events in breast cancer, whereas PIK3CA-mutation is encountered in more than one fourth of HER-2 positive breast cancers, but seems without predictive impact regarding treatment response to trastuzumab in the investigated series of patients.
Keywords: Breast cancer, BRAF, HER-2, K-RAS, PIK3CA, treatment failure
Breast cancer is the most frequent cancer type among Danish women with almost 5000 new cases each year and 1200 deaths [1]. In the last decades the prognosis has, however, improved. Especially, this has been related to the introduction of Human Epidermal Growth Factor Receptor-2 (HER-2) testing, for evaluating the indication for Herceptin® (trastuzumab) treatment, which has improved the course of disease for patients suffering from breast cancer [2-5].
HER-2 is a routinely tested biomarker together with estrogen receptor (ER) and in some settings Topoisomerase IIα (TOP2A). In the population of patients with breast cancer HER-2 is overexpressed or amplified in approximately 12-15% of the cases [6]. As a prognostic marker, HER-2 over-expression/amplification indicates a worse prognosis, but it also serves as a predictive marker, indicating response to the targeted therapy with the humanized, monoclonal antibody trastuzumab [4]. Treatment with trastuzumab improves the prognosis for patients with HER-2 positive tumours [2-5], but unfortunately, some of these patients do not respond to the treatment [7,8], and hence do not obtain a significant improvement in disease control. The reasons for such treatment failure may be due to trastuzumab resistance, which may be caused by alterations in one or more of the several molecular pathways regulating the functional effects of HER-2.
Attempts to classify breast cancers by gene expression profiling have emerged [9-12]. This extensive research has identified a variety of genes, in which oncogenic driver mutations may develop, but at the same time disclosed a substantial genetic diversity associated with the development and progression of breast cancer [13]. In this context, the genetic alterations in high risk, so-called triple-negative breast cancer have been investigated in detail. Somatic mutation in the catalytic subunit of the phosphatidylinositol 3-kinase (PIK3CA) in the PIK3 pathway [14,15-17] is well-documented in such tumours. The occurrence of mutations in the K-RAS gene [14,17-19] in the EGFR stimulation pathway, and the BRAF gene [17,19] in the MAPK/ERK signalling pathway, are more controversial in this context. Being in control of cellular proliferation and differentiation, these genes may be of crucial importance. Thus, a functional variant of the KRAS oncogene has been suggested as a genetic marker for the development of triple-negative breast cancer [20], and a specific K-RAS mutation has been ascribed prognostic value in patients receiving neoadjuvant chemotherapy for their breast tumours [21].
The molecular fingerprint of a breast carcinoma seems pivotal for our understanding of tumour behaviour and the clinical response to various treatments. Especially, this knowledge may be rewarding in the clinical management of patients with aggressive breast cancers, like triple-negative tumours. The molecular genetic approach may, however, also be advisable in patients with HER-2 positive breast tumours, in that the molecular constitution in such tumours may be of predictive value regarding the efficacy of targeted therapy with trastuzumab. The PI3K signalling pathway has been suggested as one main actor in this regard [22,23] being in control of features like apoptosis and proliferation. Moreover, mutation in the PIK3CA gene has been detected in 20-40% of primary breast cancers [16,24]. Accordingly, PIK3CA mutation may be an oncogenic candidate for altering the effectiveness of trastuzumab by eliminating the HER-2 inhibition.
The EGFR stimulation pathway involves the K-RAS and BRAF genes and may also be of interest, when addressing treatment failure of trastuzumab, in that mutations in these genes are important when offering targeted treatment to patients with other kinds of cancers, e.g., colorectal cancer and malignant melanoma [25].
The impact of these genes in the development and progression of breast cancer has been investigated by in vitro studies [14] and in a clinical setting [15,16,18,19,21,23,26]. Most of these studies have had preference for studying patients with triple-negative breast tumours, but whether mutations in PIK3CA, KRAS and/or BRAF may influence the efficiency of trastuzumab therapy in patients with HER-2 positive breast cancer awaits further elucidation. The purpose of the present investigation was to evaluate the frequencies of mutations in the PIK3CA, KRAS and BRAF genes in HER-2 positive breast cancer, and whether such mutations may be critical regarding treatment response to trastuzumab.
Patients
The files of the Departments of Surgery, Oncology and Clinical Pathology, Vejle Hospital, Lillebaelt Hospital, Denmark, were searched for patients, who had undergone intended curative surgical treatment for breast cancer and fulfilling the following inclusion criteria: trastuzumab therapy intended for one year (17 series, 3 weeks apart), administered in an adjuvant setting together with chemotherapy, and in case of lumpectomy, radiation therapy, according to recommendations by Danish Breast Cancer Cooperative Group (DBCG). Tissue should be available for research. Two periods were screened for such patients: From January 2006 through December 2008, 110 consecutive patients were retrieved. These patients had been treated according to the DBCG protocols no. DBCG05H and DBCG07. In the period from 2003 through 2005, another 20 patients were recruited. These patients had basically been treated according to the HERA protocol, and were typically defined by young age and/or at high risk of recurrence, or were selected for adjuvant treatment based on a clinical evaluation. All patients were women.
Reasons for exclusion were: metastatic/disseminated disease at the time of diagnosis (N=14), recurrent disease (N=7), bilateral breast cancer with different HER2 status (N=3), no tissue available or too small cellular tumour fraction (<75%, N=19), and in 2 cases the molecular analyses were not evaluable.
Tumour size, malignancy grade, estrogen receptor status, and lymph node status were registered. The clinical courses of the patients were retrieved from the clinical records obtained with regular intervals, when the patients were seen in the Oncologic Outward Clinic, Vejle Hospital, or by retrieval of data from the clinical files of the local hospital taking care of the patients.
The project was approved by the local Committee for Health Research Ethics of Southern Denmark (ID.no. S-20080119) and the Danish Data Protection Agency (ID.no. 2008-41-2691).
Histopathology
Tissue sections (4 μm thick) were cut from the routinely processed, formalin fixed and paraffin embedded (FFPE) tissue blocks (trimmed to optimize content of invasive tumour) from the surgical specimen, except in the cases of women receiving neoadjuvant therapy, where only the pre-operative, diagnostic biopsies were available. The tumours were graded according to the modified Bloom-Richardson classification, recommended by DBCG [27], except 2 cases of medullary and one case of metaplastic carcinoma. Apart from haematoxylin and eosin stains, the tissue sections had all, at the time for primary diagnosis, been tested for HER-2 expression, according to the national guidelines [28], and accepted positive with a result of the HerceptestTM (DAKO, Glostrup, Denmark) of 3+, indicating over-expression (N=73). In cases with HerceptestTM score of 2+ (N=12), in situ hybridisation (ISH) had been carried out (HER-2 FISH pharmDxt KitTM, Code K5331, DAKO, Glostrup, Denmark), according to the manufacturer's protocol, and a score of ≥ 2 indicated HER-2 amplification. Finally, immunohistochemical staining for estrogen receptor (ER) had been performed (clone SP1, LabVision, USA), and, in the period 2003 through 2008, registered as positive, when more than 10% of the tumour cell nuclei were positive [29].
Molecular pathology
Tissue specimens
Three, 15 μm thick tissue sections were cut in serial, using RNAse free environment with extensive cleaning of the microtome and mounting of a new knife between the processing of each case, and using the same tissue blocks as used for immunohistochemical staining at the time of diagnosis. In addition, one, 4 μm section was cut from the top and from the bottom of each stack of serial sections, respectively, to check the fraction of invasive tumour in the sections to be used for molecular studies. The fraction of invasive tumour was semi-quantitatively estimated, and should constitute ≥75% of the cellular population in the tissue sections to be included in the study.
DNA purification and PIK3CA, BRAF, and K-RAS mutation detection
DNA extraction from the FFPE tissue sections was carried out, using QIAamp DNA Mini Kit (QIAGEN), according to the manufacturer's instruction.
PIK3CA (RefSeq gene NG_012113.1; RefSeq mRNA NM_006218.2) exon 9 and 20 were amplified in a duplex PCR, using the primers PI3K 9F, 5'-AAA TTT ATT GAA AAT GTA TTT GCT TTT TC; PI3K 9R, 5'-TCC ATT TTA GCA CTT ACC TGT GA; PI3K 20F, 5'-ATG ATG CTT GGC TCT GGA AT; and PI3K 20R, GGT CTT TGC CTG CTG AGA GT. Approximately 20ng of DNA was used in a 10μl PCR containing 1X QIAGEN Multiplex PCR Master Mix (QIAGEN) and 0.2 μM of each primer. Thermocycling steps were as follows: 95°C for 15 min; 45 cycles of 94°C for 30 sec, 60°C for 90 sec and 72°C for 90 sec; followed by 72°C for 10 min. After cycling, the presence of appropriate PCR products was confirmed by agarose gel electrophoresis. PCR products were cleaned by exo-SAP-IT (GE Healthcare) treatment, as described by manufacturer. PCR products were sequenced in both directions with nested primers (PI3K 9Fseq, 5›-CTG TGA ATC CAG AGG GGA AA; PI3K 9Rseq_ext, 5›-ttt att tat tta ttt att tat tta ttt att ta T CCA TTT TAG CAC TTA CCT GTG A; PI3K 20F, 5'-ATG ATG CTT GGC TCT GGA AT; PI3K 20Rseq, GGA ATC CAG AGT GAG CTT TCA), using BigDye Terminator v1.1 Cycle Sequencing Kit (Life Technologies) and BigDye Xterminator (Life Technologies) followed by capillary electrophoresis on an ABI 3130 Genetic Analyzer (Life Technologies). Mutations were identified by visual inspection of DNA sequence electropherograms generated by Sequence Analysis Software v5.2 (Life Technologies).
BRAF (RefSeq mRNA RefSeq NM_004333.4), c.1799T>A, (p.V600E) mutation status was analysed by allele-specific real-time PCR using ABI 7900 HT Sequence Detection System (Life Technologies), essentially as previously described [30]. In brief, the analysis consisted of two different PCRs: one control reaction, called BRAF wt, to verify presence of sufficient amplifiable DNA and one reaction, called BRAF c.1799T>A, to probe for the mutation. Both reactions were carried out in duplicates. Primers, probes and blocker used in the two reactions were BRAF F, 5'-AAA TAG GTG ATT TTG GTC TAG CTA CAG (modified from [30]); BRAF F Mut, 5'-AGG TGA TTT TGG TCT AGC TAC AGA [30]; BRAF R-18.5; 5'-CCA CAA AAT GGA TCC AGA CAA CTG; BRAF P-21.5, FAM-CAA ACT GAT GGG ACC CAC TCC ATC G-BHQ-1; BRAF wt blocker A*+G+C+T+A+C+A+G+T+G+A/3Phos/ (modified from [31]); *phosphorothioate bond, +: LNA, 3Phos: 3' Phosphorylation). The 25 μl BRAF wt reaction contained 1X Universal PCR Master Mix (Life Technologies), 2 μl purified DNA, BRAF F (900 nM), BRAF R-18.5 (900 nM), BRAF P-21.5 (300 nM). The 25 μl BRAF c.1799T>A reaction contained 1X Universal PCR Master Mix (Life Technologies), 2 μl purified DNA, BRAF F Mut (900 nM), BRAF R-18.5 (900 nM), BRAF P-21.5 (300 nM), and BRAF wt blocker (3 μM). Cycling steps were as follows: 50°C for 2 min; 95°C for 10 min; 50 cycles of 95°C for 15 sec, 63°C for 1 min.
KRAS (RefSeq NM_033360.2) mutation status was assessed using the KRAS Mutation Detection Kit (Cat. GP05-C2, TrimGen Corporation) according to the manufacturers recommendations with minor modifications: QIAGEN Multiplex PCR Master Mix (QIAGEN) was used for the PCR reaction; Hi-Di formamide and GS500 ROX size standard (Life Tecnologies) were used for capillary electrophoresis. This assay detects and differentiates between 12 mutations: c.34G>A, (p.G12S); c.34G>C, (p.G12A); c.34G>T, (p.G12C); c.35G>A, (p.G12D); c.35G>C, (p.G12A); c.35G>T, (p.G12V); c.37G>A, (p.G13S); c.37G>C, (p.G13A); c.37G>T, (p.G13V); c.38G>A, (p.G13D); c.38G>C, (p.G13A); and c.38G>T, (p.G13V).
Statistical analysis
For each series of patients the clinico-pathological characteristics were tabulated according to the inclusion period and all together. Using chi-square or Fischer exact tests the associations between mutation status and these variables were tested. For each of the two patient cohorts and all together, the recurrence-free survival (RFS) was estimated by the Kaplan-Meier method, and reported by series of the inclusion periods and by mutation hazard. The level of significance for tests was p < 0.05, and all statistical analysis were carried out using STATA 11.2 (Stata Corp. College Station, TX).
Clinico-pathological parameters of the two patient cohorts are shown in Table 1 . There were no K-RAS mutations among the evaluated tumours and only one patient with BRAF mutated tumour was detected in the 2003-05 cohort. The frequency of PIK3CA mutations in the 2006-08 and 2003-05 series of patients was 26% and 31%, with 4% and 6% in exon 9 and 22% and 25% in exon 20, respectively. None of the investigated tumours showed mutation in both exons.
Table 1 : Patient and tumor characteristics, classified according to PIK3CA mutational status.
All patients experiencing relapse had metastatic disease (Table 1). The RFS was quite different in the two groups of patients (Figure 1). No statistically significant associations were, however, detected between the PIK3CA mutation status and the clinico-pathological variables or the clinical outcome (Table 2).
Figure 1 : Recurrence free survival function for each of the two investigated patient cohorts, included in the periods 2003-5 (black line) and 2006-8 (red line), respectively.
Table 2 : Statistical analysis regarding recurrence-free survival (RFS) with associated confidence intervals (CI).
Targeted therapy is revolutionizing the contemporary basis for oncologic treatment. To find the right therapy for the right patient at the right time is clinically challenging, and has stimulated the search for molecular, predictive and prognostic markers to provide information as to whether or not a patient is likely to benefit from a specific onco-medical therapy. Moreover, such treatments have put a large burden on the health economy, and may be associated with serious side effects. Thus, the need for molecular, predictive markers is mandatory to increase drug efficiency and decrease toxicity [32].
This also applies to patients with breast cancer. Molecular genetic alterations have been documented in a number of studies, using advanced gene-profiling techniques [9-12], and the translational process into a clinical context has especially been applied to high risk patient populations, like the triplenegative breast cancer cohort [15-20]. Such studies often are based on a high-tech analytic infrastructure, stigmatising the molecular genetic approach as both rather complex and incomprehensive. However, insight into the diverse molecular genetic alteration occurring in the cancer cell genome is mandatory for the development and clinical applicability of new targeted onco-medical therapies. Moreover, the efficacy of already implemented targeted anti-cancer therapies, like e.g., trastuzumab, should also be addressed in this context, to evaluate the cost-benefit aspects of these often rather toxic and expensive treatments. Indeed, such studies may provide a quality control of the targeted, therapeutic approach, and may even improve our clinical ability to implement the right treatment for the right patient at the right time. This prompted us to carry out the present study, evaluating whether the molecular constitution in HER-2 positive tumours may be of predictive value regarding the efficacy of targeted therapy with trastuzumab.
The clinical administration of trastuzumab started out more than a decade ago, and proved effective in patients with metastatic breast cancer [2]. Later on, trastuzumab has been offered to patients with breast cancer in an adjuvant setting [3,4]. There is no doubt that a large group of patients with HER- 2 positive breast cancer benefits from trastuzumab therapy, but treatment failure occurs both in the advanced, metastatic setting [2,33,34] and in patients receiving trastuzumab as adjuvant therapy for their non-metastatic, early breast cancer [35,36].
The mechanisms underlying resistance to trastuzumab treatment, either primary or acquired, have been linked to various somatic mutations taking place in the genetically deranged, malignant neoplasms. Among these molecular events, mutation in the K-RAS, BRAF and PIK3CA genes have been addressed, in that these genes play key roles in the cellular homeostasis, including participation in the regulation of cellular growth, proliferation, survival, apoptosis and differentiation. Especially, alterations in the Phosphatidylinositol-3-Kinase (PIK3)–Protein kinase B (Akt) signalling pathway may interfere with HER-2 inhibition [37-40].
None of the tumours investigated harboured K-RAS mutation.It may be that K-RAS mutations, as opposed to colorectal cancer [32], do not play a role regarding the molecular genetic derangement occurring in HER-2 positive breast cancers. The same may apply to BRAF mutations, as only one patient showed this mutation in her tumour. These findings corroborate the results from an earlier in vitro investigation [14], and investigations of triple-negative tumours, stating KRAS and BRAF mutations as rather rare events in breast cancer [19,26]. These latter studies were based on sample sizes between 35 and 105 patients, and the findings have rather recently been reproduced in of series of 107 patients with triple-negative breast tumours [17]. One study, from 2013 with a sample size of 116 breast cancer patients, was identified, reporting a KRAS mutation frequency of 8% [21].
In contrast, we detected mutations in PIK3CA in about one quarter to one third of the patients in the two patient cohorts, respectively. These data agrees with the findings in earlier studies. Somatic PIK3CA mutations have thus been documented with an overall frequency of about 25% [22,24]. Wide variations in the frequency of PIK3CA mutations have, however, been reported [41-43], and mutation rates of 40% have been disclosed [44], and even as high as 46% in lobular breast carcinomas [45]. The patient cohort treated in the period 2003-5 had a higher incidence of PIK3CA mutation, which may reflect the selective, clinical basis on which these patients were recruited. However, this series of patients is rather small, and may not be generally comparable to larger studies. The frequency of PIK3CA mutation in the larger patient cohort, treated in the period 2006-8, corresponds to the general mutation rate reported in the literature.
We were unable to detect any significant association between the occurrence of PIK3CA mutation and the clinico-pathological variables investigated, which is in agreement with a recent study of 240 patients with HER-2 positive, early stage breast cancer receiving adjuvant trastuzumab treatment [24]. Moreover, there seems to exist quite some discrepancies in the literature regarding the possible association of PIK3CA mutation as a biomarker to well known pathological parameters of prognostic significance in patients with breast cancer. Thus, PIK3CA mutations have been reported correlated with both lymph node negativity [41] and positivity [46] in breast cancer patients, and moreover, significant associations have been documented with both larger [47] and smaller [48] breast tumour diameters. The present study did not disclose any association between PIK3CA mutation and patient outcome, measured as RFS, although 17 patients out of 85 experienced metastatic recurrence of their breast cancer. The rather few events prevented investigation into possible impact on overall survival. For the same reason we could not reliably evaluate wheter there might be a different prognostic impact between exon 9 and exon 20 in PIK3CA. The overall relapse rate was about 20%, irrespective being tumours with wild type or mutated PIK3CA, and comparable to another recent study [24]. The 2003-5 patient cohort showed a higher fraction of recurring tumours, which may reflect the individualized, clinical selection of these high risk patient for adjuvant trastuzumab treatment. Our patient series may be too small to detect any impact of PIK3CA mutation with regard to prognosis. There is, however, conflicting results in the literature on the possible predictive and prognostic value of PIK3CA mutation, which may question the validity of this molecular alteration, when being proposed as a biomarker in patients with HER-2 positive breast cancer. Some studies have shown adverse prognostic impact of PIK3CA mutations [24,49-51]. In contrast, other studies have suggested PIK3CA mutation as a favourable prognostic factor [42,52], including one investigation based on a rather large series of patients (N=590) [41]. Furthermore, one study has reported PIK3CA mutation, involving exon 20, associated with a favourable prognosis [42], whereas another investigation concludes the opposite [51].
In the setting of HER-2 positive cancer, one might assume that uncontrolled downstream pathway activation would impair the efficacy of trastuzumab. This may suggest other members of the PI3K pathway to be important in relation to failure of HER-2 inhibition. In silico and preclinical observations also point in this direction [53], in that PI3K pathway activation, defined as Phosphatase and Tensin Homolog (PTEN) loss and/ or PIK3CA mutation, seems associated with a poor response to trastuzumab. Indeed, data from more studies have suggested a combined approach, where PIK3CA mutation and/or PTEN loss may improve predictive power as to the efficacy of tratuzumab treatment and with regard to patient prognosis [22-24,40]. Thus, a more holistic view on the molecular alterations, using an integrated genomic and proteomic approach [54], may in the future improve our ability to predict treatment outcome and prognosis, and, moreover, design multi-axial, targeted treatment regimens that hopefully will improve patient outcome.
In the approach for solving the pathogenesis of trastuzumab treatment failure in patients with HER-2 positive breast cancer, one should, however, not only look for abnormal molecular events taking place in the various pathways of relevance. The bio-availability and–affinity of trastuzumab to the cancer cells are of outmost importance. Tumour-related issues like angiogenesis, high intra-tumoural pressure, stroma, inflammatory response and other variables inherent to the tumour cell microenvironment are crucial. This may also influence our approach to diagnose HER-2 over-expression and thus predict the outcome of trastuzumab treatment. Some attempts have already been carried out in this regard, showing biotinylated Herceptin® being superior to HerceptestTM in predicting the clinical response to trastuzumab [55,56].
In conclusion, the present study documents an approximate 30% frequency of PIK3CA mutation in HER-2 positive tumours from patients with breast cancer, treated in an adjuvant setting, whereas K-RAS and BRAF mutations were non-existing or rare, respectively. The mutational status was, however, not related to any clinico-pathological variables or recurrence-recurrencefree survival. The size of the studied cohort is limited, but the results obtained from the descriptive study, corroborates the controversies stated in the literature regarding the clinical impact of PIK3CA mutation in patients with breast cancer. Future studies should focus on an integrated approach, taking into account more members of the PI3K pathway, focusing on their interplay, in the attempt to elucidate trastuzumab treatment failure in patients with HER-2 positive breast cancer.
The authors declare that they have no competing interests.
Authors' contributions | AMBJ | AAR | EHG | RDC | FBS |
Research concept and design | √ | √ | -- | -- | √ |
Collection and/or assembly of data | √ | √ | √ | -- | √ |
Data analysis and interpretation | √ | √ | -- | -- | √ |
Writing the article | √ | -- | -- | -- | √ |
Critical revision of the article | √ | -- | -- | √ | √ |
Final approval of article | √ | √ | √ | √ | √ |
Statistical analysis | -- | -- | -- | √ | -- |
We are grateful for the excellent technical assistance provided by Kaja Skovgård Jensen, Birgit Roed Sørensen and Martin Nielsen, and the eminent help with providing clinical data offered by Gitte Eiberg Møller and her team. This study was supported by grants from Mads Clausen's Foundation, The A. P. Møller Foundation for the Advancement of Medical Science, Eva & Henry Frænkel's Foundation, Max & Anna Friedmann's Foundation, The Family Hede Nielsen's Foundation, The Harboe Foundation, and Th. Maigaard's Successor Mrs. Lily Benthine Lund's Foundation of June 1st 1978.
EIC: G. J. Peters, VU University Medical Center, Netherlands.
Received: 04-Feb-2014 Final Revised: 12-Mar-2014
Accepted: 01-Apr-2014 Published: 14-Apr-2014
Jylling AMB, Rasmussen AA, Jakobsen EH, Christensen Rd and Sørensen FB. Are mutations in K-RAS, BRAF and PIK3CA genes critical for response to adjuvant trastuzumab treatment in patients with HER-2 positive breast cancer? J Cancer Ther Res. 2014; 3:3. http://dx.doi.org/10.7243/2049-7962-3-3
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