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Article

Clinical, Pathological and Prognostic Features of Rare BRAF Mutations in Metastatic Colorectal Cancer (mCRC): A Bi-Institutional Retrospective Analysis (REBUS Study)

by
Maria Alessandra Calegari
1,2,†,
Lisa Salvatore
1,2,*,†,
Brunella Di Stefano
1,2,
Michele Basso
1,
Armando Orlandi
1,
Alessandra Boccaccino
2,3,
Fiorella Lombardo
4,
Alessandra Auriemma
4,
Ina Valeria Zurlo
2,
Maria Bensi
1,2,
Floriana Camarda
1,2,
Marta Ribelli
1,2,
Raffaella Vivolo
1,2,
Alessandra Cocomazzi
5,
Carmelo Pozzo
1,
Michele Milella
4,
Maurizio Martini
5,
Emilio Bria
1,2 and
Giampaolo Tortora
1,2
1
Comprehensive Cancer Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy
2
Medical Oncology, Università Cattolica del Sacro Cuore, Largo Agostino Gemelli 8, 00168 Rome, Italy
3
Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, 56126 Pisa, Italy
4
Section of Oncology, Department of Medicine, University of Verona School of Medicine and Verona University Hospital Trust (AOUI Verona), P.le L.A. Scuro 10, 37134 Verona, Italy
5
Anatomia Patologica, Fondazione Policlinico Universitario “Agostino Gemelli” IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy
*
Author to whom correspondence should be addressed.
These authors contributed equally to this paper.
Cancers 2021, 13(9), 2098; https://doi.org/10.3390/cancers13092098
Submission received: 21 February 2021 / Revised: 7 April 2021 / Accepted: 22 April 2021 / Published: 27 April 2021

Abstract

:

Simple Summary

Somatic BRAF mutations occur in approximately 10% of metastatic colorectal cancers (mCRCs) and, according to the involved codon, are classified as V600E and in non-V600, accounting for 80% and 20%, respectively. Being the most frequent mutation, the BRAF V600E mutation has been extensively investigated and up to now its clinical, pathological and molecular phenotype and its prognostic impact have been clearly described. On the contrary, evidence concerning BRAF non-V600 is weaker. We retrospectively evaluated 537 mCRC patients treated at two Italian Institutions. This study corroborates and strengthens available evidence concerning phenotype and prognostic performance of BRAF non-V600 compared to BRAF V600E and BRAF wild-type mCRCs. This deeper insight on rare BRAF non-V600 mutated mCRC is a primary issue in the precision oncology era, since the wider application of NGS is expected to increase the identification of those aberrations.

Abstract

Recently, retrospective analysis began to shed light on metastatic colorectal cancers (mCRCs) harboring rare BRAF non-V600 mutations, documenting a distinct phenotype and a favorable prognosis. This study aimed to confirm features and prognosis of rare BRAF non-V600 mCRCs compared to BRAF V600E and BRAF wild-type mCRCs treated at two Italian Institutions. Overall, 537 cases were retrospectively evaluated: 221 RAS/BRAF wild-type, 261 RAS mutated, 46 BRAF V600E and 9 BRAF non-V600. Compared to BRAF V600E mCRC, BRAF non-V600 mCRC were more frequently left-sided, had a lower tumor burden and displayed a lower grade and an MMR proficient/MSS status. In addition, non-V600 mCRC patients underwent more frequently to resection of metastases with radical intent. Median overall survival (mOS) was significantly longer in the non-V600 compared to the V600E group. At multivariate analysis, only age < 65 years and ECOG PS 0 were identified as independent predictors of better OS. BRAF V600E mCRCs showed a statistically significant worse mOS when compared to BRAF wild-type mCRCs, whereas no significant difference was observed between BRAF non-V600 and BRAF wild-type mCRCs. Our study corroborates available evidence concerning incidence, clinicopathologic characteristics and prognosis of BRAF-mutated mCRCs.

1. Introduction

Somatic BRAF mutations occur in approximately 10% of metastatic colorectal cancers (mCRCs) [1,2].
Of those, V600E missense mutation (BRAF V600E) represents the most frequent (accounting for around 80% [3]), being therefore the most investigated. BRAF V600E identifies a subgroup of mCRCs with specific clinical (elder age, female gender, right-sided primary tumor location, pattern of metastasization to lymph nodes and peritoneum), pathological (mucinous histology and poor differentiation) and molecular features (CpG island methylator phenotype and high microsatellite instability/mismatch repair deficiency) [2,4,5,6,7,8]. Moreover, BRAF V600E displays a well-described negative prognostic impact [9,10,11,12,13,14,15,16]. On the contrary, its predictive role toward anti-EGFRs, either as monotherapy or in combination with chemotherapy, is still debated and some evidence leans toward a negative role [9,17,18]. In mCRC setting, single-agent anti-BRAF target therapy did not show efficacy, due to the ability of neoplastic cells to activate alternative pathways in response to the sole BRAF inhibition [19]. Recent evidence shows that BRAF V600E can be effectively targeted by a combination of anti-EGFR and anti-BRAF agents [20,21,22].
Besides the more frequent BRAF V600E, mutations occurring outside of codon 600 (BRAF non-V600) account for around 20% [3] and have been less analyzed. Recent retrospective analysis shed light on mCRCs harboring BRAF non-V600, documenting a distinct phenotype (arising more frequently in younger and male patients and being mainly left-sided, low-grade, non-mucinous, with no peritoneal spread and microsatellite stable) and a favorable prognosis (with a significantly longer survival compared with BRAF V600E-mutated mCRCs) [3,23].
Lately, BRAF mutants have been classified into 3 functional classes based on the outcome of mutation on kinase activity: class 1 (BRAF V600) and class 2 are constitutively activated and RAS-independent, whereas class 3 mutants have impaired kinase activity or are kinase-dead, being therefore sensitive to inhibition of activated RAS [24]. A recent analyses of BRAF-mutated mCRCs based on functional classes showed that class 3 only displays a divergent phenotype and a better prognosis compared to class 1, while class 2 behaves similarly to class 1 both in terms of features and prognosis [25].
The main limit of evidence concerning BRAF non-V600 mutations depends on the rareness of such aberrations. Thus, with the purpose to strengthen such evidence, we conducted a retrospective analysis aiming to confirm the features and prognostic performance of rare BRAF non-V600-mutated mCRCs compared to BRAF V600E-mutated mCRCs treated at two Italian Institutions. In addition, prognostic performances of BRAF-mutated mCRCs (either V600E or non-V600) were compared to BRAF wild-type datasets.

2. Materials and Methods

This is an observational, retrospective study conducted at two Italian Institutions: Fondazione Policlinico Universitario “Agostino Gemelli” IRCCS, Roma, Italy, and Azienda Ospedaliera Universitaria Integrata, Verona, Italy. The study was approved by the Ethics Committee of Fondazione Policlinico Universitario “Agostino Gemelli” IRCCS, (Roma, Italy).
The primary objective of the study was to assess and compare demographic, clinical, pathological and molecular features of mCRCs harboring rare BRAF non-V600 mutations to those of BRAF V600E-mutated mCRCs. Secondary objectives were to estimate the prognostic performance of BRAF non-V600 compared to BRAF V600E in mCRCs, and to compare the prognostic performance of BRAF V600E- and BRAF non-V600-mutated mCRCs to that of two additional datasets of BRAF wild-type mCRCs (respectively RAS-mutated and RAS wild-type) treated at Fondazione Policlinico Universitario “Agostino Gemelli” IRCCS, Roma, Italy, during the same time period.
Clinical charts of patients affected by mCRCs treated between January 2013 and December 2018 were reviewed. Patients with tumors harboring BRAF missense mutations, treated with at least one line of chemotherapy and evaluable for survival, were enrolled. Baseline demographic and clinical characteristics, as well as information concerning treatments and survival, were collected from clinical charts. Pathological and molecular features were retrieved from histological reports. The following data were collected: gender, age and ECOG PS at diagnosis of metastatic disease, onset of metastatic disease, primary tumor location, sites of metastases, mucinous histology, grade of differentiation, BRAF missense mutation, RAS mutational status and MSI/MMR status. Moreover, information concerning received treatments and date of death were retrieved. RAS and BRAF gene mutational status was assessed by means of NGS or pyrosequencing on formalin-fixed, paraffin-embedded (FFPE) archival tumor tissue samples from primary tumor or metastases. Expression of MMR proteins was performed by immunohistochemistry: expression of MLH1, MSH2, MSH6 and PMS2 was tested.

2.1. DNA Extraction and Assessment of RAS and BRAF Mutational Status

DNA was extracted from three 10 μm-slides from FFPE tumor tissue samples using the QIAamp DNA FFPE Tissue Kit (QIAGEN, Milan, Italy), following the manufacturer’s protocol. In order to minimize contamination by normal cells, the tumor areas dissected for DNA extraction contained at least 70% of tumor cells. KRAS, NRAS and BRAF mutational analyses were carried out by pyrosequencing on chemo-naïve primary or metastatic samples, as previously described [26]. RAS and BRAF mutational analysis were performed using the therascreen KRAS Pyro Kit, therascreen RAS Extension Pyro Kit and therascreen BRAF Pyro Kit (Qiagen, Milan, Italy). Mutation status was determined by pyrosequencing on the Qiagen PyroMark Q24.

2.2. Assessment of MMR/MSI Status

MMR status was assessed on FFPE tumor tissue samples using antibodies against MLH1, MSH2, MSH6 and PMS2, as previously described [27]. Briefly, FFPE sections (4 μm thick) were mounted on positive charged glass slides. For antigen retrieval, deparaffinized and rehydrated sections were treated with citric acid buffer (pH 6.0), two cycles of 3 min each at 500 W, followed by inhibition of endogenous peroxidase with 3% H2O2 for 5 min. Then, sections were incubated for 1 h at room temperature with mouse monoclonal anti-MLH-1, anti-MSH2 and anti-MSH6 (clone M1; clone G219-1129; clone 44; Roche, Monza, Italy) and mouse monoclonal anti-human PMS2 (clone 2G5; Novus Biologicals, Milan, Italy). The primary antibodies were visualized using the avidin–biotin–peroxidase complex. Samples were stained more than once, and results were highly reproducible. Staining patterns of MMR proteins were evaluated using normal epithelial, stromal or inflammatory cells, or centers of lymphoid follicles as internal controls. Deficiency of any products of these four MMR proteins was stated as MMR-deficient, while proficient MMR was determined if all MMR proteins were expressed.
MSI analysis was also carried out on all samples. DNA from tumor tissues was analyzed with the Titano MSI kit (Diatech Pharmacogenetics, Jesi, Italy) following the manufacturer’s protocol. MSS was defined if no instability at any of the loci was detected, MSI-low (MSI-L) was defined if instability at a single locus was detected and MSI-high (MSI-H) was defined if two or more loci demonstrated instability.

2.3. Statistical Analysis

Endpoint for prognostic assessment was OS. OS was defined as the period from the date of diagnosis of metastatic disease to the date of death due to any cause or was censored at the date of last follow-up for alive patients. Differences in baseline characteristics were compared with the use of the chi-square test. Survivals were estimated according to the Kaplan–Meier method and survival curves were compared using the log-rank test. The correlation of baseline characteristics with OS was assessed in univariate analyses: gender (male vs. female), age and ECOG PS at diagnosis of metastatic disease (<65 vs. >65 years; 0 vs. 1–2), metastases onset (metachronous vs. synchronous), number of metastatic sites (1 vs. >1), primary tumor location (left vs. right), presence of liver, lymph node, lung and peritoneal metastases (no vs. yes), MSI/MMR status (MSI-H/MMR-deficient vs. MSS/MMR-proficient), BRAF mutational status (BRAF non-V600 vs. BRAF V600E), mucinous histology (yes vs. no) and tumor grading (2 vs. 3). Variables with a p-value of 0.05 or lower at the univariate analysis were included as covariates at multivariate Cox regression analysis, to examine the effect of baseline prognostic characteristics on OS. Statistical significance was set at p = 0.05. All analyses were performed using MedCalc software version 9.2, MedCalc Software Ltd, Ostend, Belgium.

3. Results

From January 2013 to December 2018, 55 patients with mCRC harboring BRAF missense mutations were treated consecutively at Fondazione Policlinico Universitario “Agostino Gemelli” IRCCS, Roma, Italy, and at Azienda Ospedaliera Universitaria Integrata, Verona, Italy.
Of those, 46 tumors (84%) displayed a V600E mutation (V600E cohort) and 9 (16%) a non-V600 mutation (non-V600 cohort). Within the non-V600 cohort, 3 mutations (K601E, G469A, G469R) belonged to class 2, while 5 mutations (G466E, G466A, two D594G, D594N), belonged to class 3 (Table 1). One patient harbored a T599I mutation, whose kinase activity is unknown. Nevertheless, this mutation is predicted as deleterious (PROVEAN score −5.495; cutoff −2.5) according to PROVEAN web server v1.1.3 [28].

3.1. Patients’ Characteristics

Patients’ characteristics according to BRAF mutational status are shown in Table 2.
Among the BRAF V600E cohort, there were 24 (52.2%) female and 22 (47.8%) male patients. Median age at diagnosis of metastatic disease was 66 (ranging from 42 to 85 years), and 24 patients (52.2%) were aged > 65 years. Twenty-two patients (54.3%) had an Eastern Cooperative Oncology Group (ECOG) performance status (PS) of 0. Metastatic disease was diagnosed as synchronous in 27 patients (58.7%). Primary tumor location was right-sided in 25 patients (54.3%), while neoplasms arose from the left-sided colon in 21 cases (45.7%). Disease presented involving multiple metastatic sites in 33 cases (71.7%). Metastases affected liver in 30 patients (65.2%), lymph nodes in 28 patients (60.8%) and lung in 18 patients (39.1%), while peritoneal involvement was reported in 14 cases (30.4%) and bone metastases were diagnosed in 7 cases (15.2%). Out of 46 tumors, 11 had a mucinous histology (23.9%) and 27 were high grade (58.7%). According to the BRAF Be Cool prognostic score, 26 cases (56.5%), 19 (41.3%) and 1 (2.2%) were classified as low, intermediate and high risk, respectively [11]. Mismatch repair (MMR)/microsatellite instability (MSI) status was available for 33 samples (71.7%). Of those, 8 tumors (17.4%) displayed a deficit of MMR proteins’ expression (involved in all cases MLH1 and PMS2) or a high microsatellite instability (MSI-H). No case of concomitant RAS mutation was reported. Eight patients (17.4%) received surgery for metastases with radical intent. Five patients (10.8%) received an anti-EGFR based treatment; of those, four patients (80%) experienced a disease progression as best response.
The BRAF non-V600E cohort consisted of 6 males and 3 females. Age at diagnosis ranged from 45 to 79 years, median age was 61 years and 5 patients were aged < 65 years (55.5%). Five patients had an ECOG PS of 0 (55.5%). Metastatic disease was diagnosed as synchronous in 6 patients (66.6%). Primary tumor location involved the left colon in 8 patients (88.9%), while 1 tumor arose from the right colon. Disease involved single rather than multiple metastatic sites (66.6% vs. 33.4%). Metastatic spread affected liver in 7 cases (77.8%), while lymph nodes were involved in 3 cases (33.3%), peritoneum in 2 cases (22.2%) and lung and bone in 1 case each (11.1%). Only one tumor had a mucinous histology (11.1%), whereas 7 out 9 cases were moderately differentiated (77.7%). MMR status was available for 7 (77.7%) cases, and all tumors displayed an MMR-proficient/microsatellite stable (MSS) status. All tumors were RAS wild-type. Six patients underwent surgery for metastases (66.6%). In two patients (22.2%), an anti-EGFR-based treatment was delivered, achieving in both cases (100%) a partial response as best response. Of those, 1 case belonged to class 2 and 1 to class 3.
Compared to BRAF V600E mCRCs, BRAF non-V600 mCRCs were more frequently left-sided (p = 0.017) and displayed a lower grade (p = 0.045) and a MMR-proficient/MSS status (p < 0.001). In addition, non-V600 mCRC patients had a lower tumor burden (involving a single metastatic site) (p = 0.026). Notably, non-V600 mCRC patients underwent more frequently to resection of metastases with radical intent (66.6 vs. 17.4%; p = 0.002).

3.2. BRAF Prognostic Performance

At a median FU of 13 months, 25 death events were reported in the V600E cohort. Median FU for the non-V600 cohort was 37 months and 4 death events were reported.
Median overall survival (mOS) was 61.3 months for the BRAF non-V600 cohort and 20.4 months for the BRAF V600E cohort (Figure 1). mOS was significantly longer in the non-V600 compared to the V600E cohort (61.3 vs. 20.4 months; HR 0.41, 95%CI 0.18–0.93; p = 0.05) (Figure 1).
Additionally, the prognostic performance of BRAF V600E- and BRAF non-V600-mutated mCRCs was compared to that of two additional datasets of BRAF wild-type mCRCs (respectively RAS-mutated and RAS wild-type) treated at Fondazione Policlinico A. Gemelli-IRCCS during the same time period. Overall, a total of 537 mCRCs were retrospectively evaluated: 221 RAS/BRAF wild-type (41%), 261 RAS-mutated (48.5%), 46 BRAF V600E (8.5%) and 9 BRAF non-V600 (2%). Median OS was 61.3 months for patients with BRAF non-V600 mCRCs, 20.4 months for BRAF V600E mCRCs, 36.1 months for RAS/BRAF wild-type mCRCs and 30.3 months for RAS-mutated mCRCs (log-rank test p = 0.0066) (Figure 2).
BRAF V600E mCRCs showed a statistically significant worse mOS when compared to BRAF wild-type mCRCs, for both RAS wild-type (20.4 vs. 36.1 months; HR 1.91, 95%CI 1.1–3.29; p = 0.002) (Figure S1) and RAS-mutated (20.4 vs. 30.3 months; HR 1.59, 95%CI 0.96–2.64; p = 0.023) (Figure S2). No statistically significant difference in terms of mOS was observed between BRAF non-V600 mCRCs and BRAF wild-type mCRCs, for both RAS wild-type (61.3 vs. 36.1 months; HR 0.67, 95%CI 0.29–1.54; p = 0.43) (Figure S3) and RAS-mutated (61.3 vs. 30.3 months; HR 0.53, 95%CI 0.25–1.11; p = 0.2) (Figure S4).
In the univariate analysis, besides BRAF non-V600 mutation (HR 0.41; 95%CI 0.18–0.93; p = 0.05), the following baseline characteristics were associated with increased OS: age < 65 years (HR 03.5; 95%CI 0.16–0.74; p = 0.0045), ECOG PS < 1 (HR 0.31; 95%CI 0.13–0.7; p = 0.0007), single site of metastatic spread (HR 0.29; 95%CI 0.14–0.61; p = 0.0029), absence of lung metastases (HR 0.45; 95%CI 0.19–1.03; p = 0.02) and G2 tumor grading (HR 0.26; 95%CI 0.12–0.54; p = 0.0004) (Table 3). At multivariate analysis, only age < 65 years (HR 0.38; 95%CI 0.16–0.92; p = 0.034) and ECOG PS < 1 (HR 0.23; 95%CI 0.09–0.59; p = 0.002) retained their prognostic impact on OS, being identified as independent predictors of better OS (Table 3).

4. Discussion

Our study corroborates available evidence concerning incidence and clinical, pathological and molecular phenotypes of BRAF-mutated mCRCs (both V600E and non-V600).
In our study population, non-V600 mutations accounted for 20% of BRAF mutations. Considering the whole cohort (including both BRAF-mutated and BRAF wild-type patients), BRAF non-V600 mutations were reported in 2% of cases. These results are in line with previous reports by Jones et al. [3].
Besides incidence, the clinical-pathological phenotype of both BRAF V600E- and BRAF non-V600-mutated mCRCs reported in our analysis was consistent with available evidence. Notably, BRAF V600E mCRCs occurred more frequently in female and elderly patients, arising mainly from the right colon and being associated with high tumor burden (involving multiple rather than single metastatic sites) and with high differentiation grading. On the other hand, BRAF non-V600 mCRCs developed mainly in male and younger patients, arising more frequently from the left colon and being associated to a low tumor burden (with a single metastatic site, involving mainly the liver) and a low tumor grading. Comparing patients’ and tumors’ features of V600E and non-V600 cohorts, differences in demographic features (gender and age) did not achieve statistical significance, while left primary tumor location, lower tumor burden and lower tumor grading resulted significantly more frequent in the non-V600 cohort (p = 0.017, 0.026 and 0.045, respectively). Moreover, non-V600-mutated mCRCs displayed more frequently an MSS/MMR-proficient status (p = 0.00016). In 2015, Cremolini et al. [23] showed that BRAF 594/596-mutated mCRCs arose mainly from the rectum, did not develop peritoneal spread and displayed more frequently a non-mucinous histology and a MSS status. In a large, multicenter, retrospective cohort study published by Jones et al. in 2017 [3], BRAF non-V600-mutated mCRCs, as compared to BRAF V600E-mutated, arose more frequently in younger and male patients, displayed mainly a low grade of differentiation and primary tumor location less frequently involved the right side. More recently, Schirripa et al. [25] analyzed clinical, pathological and molecular phenotypes of BRAF-mutated mCRC, according to functional classes based on kinase activity [24]. The analysis reported distinguished features for mCRCs belonging to class 3 and class 2. Indeed, class 2 mutated mCRCs did not diverge from class 1, whereas class 3 mCRCs were more frequently left-sided, with rare lymph node and peritoneal involvement. Moreover, in the analysis by Schirripa et al. [25], class 3 mutated mCRCs did not display any concomitant RAS mutation. The model of class 3 BRAF mutants by Yao et al. [24] postulates that signaling dysregulation by these mutants relies on concomitant mechanisms to support RAS activation: coexisting RAS mutations or NF1 deletions or mutations in melanomas, and RAS activation by aberrant expression or activity of receptor tyrosine kinase in epithelial tumors (lung or CRC). In our analysis, no coexisting RAS mutation was described for class 3 mutants. Therefore, our results are consistent with data by Yao et al. [24] and Schirripa et al. [25] regarding the possible role of receptor tyrosine kinase aberrant expression or activity in supporting RAS activation in class 3 BRAF mutants. Wider genomic profiling would allow deeper insights to address this issue.
Looking at the treatments administered in our patients’ population, patients belonging to the non-V600 cohort underwent more frequently to surgical resection of metastases compared to those belonging to the V600E cohort (66.6% vs. 17.4%; p = 0.001912). Interestingly, this data is consistent with the previous retrospective analysis by Cremolini et al., which documented a higher rate of radical resections in patients with BRAF 594/596-mutated mCRCs compared with BRAF V600E mCRCs (60% vs. 12%; p = 0.001) [23]. Anti-EGFR-based treatments were administered in 5 (10.5%) V600E-mutated mCRCs and in 2 (22.2%) non-V600-mutated mCRCs. Best response was disease progression in 80% of the V600E cohort and partial response in 100% of the non-V600 cohort. No difference in activity and efficacy of anti-EGFR agents was observed between class 2 and 3. However, given the small sample size, clear conclusions cannot be drawn.
Concerning survival analysis, mOS was significantly longer in the non-V600 cohort compared to the V600E cohort (61.3 vs. 20.4 months, HR 0.41, 95% CI 0.18–0.93; p = 0.05). We must highlight that the mOS for the BRAF V600E cohort observed in our analysis reached 20.4 months, overcoming historical reports of an average of 12 months [9,10,11,12]. This might be due to the prevalence of cases (56.5%) belonging to the low-risk category according to the BRAF Be Cool score [11]. This class has been associated to a less grim prognosis, with mOS reaching up to 30 months. In spite of this, our analysis confirmed the expected negative prognostic impact of BRAF V600E mutation compared to BRAF wild-type datasets. Indeed, mOS of the BRAF V600E cohort was significantly shorter compared to BRAF wild-type mCRCs, both RAS wild-type and RAS-mutated (p = 0.002 and p = 0.023, respectively). Finally, we should highlight the representativity and the wide sample size of our BRAF wild-type datasets compared to those of previous analyses. Indeed, the paper by Jones et al. (which is the most comprehensive analysis published up to now) reported survival data only for 249 of the total of 9435 patients included in the analysis (2.6%) [3].
We can hypothesize that the prognostic value of BRAF non-V600 mutations could depend on the different distribution of clinical-pathological features between the two cohorts. Indeed, tumors belonging to the non-V600 cohort displayed a statistically significant prevalence of features which are usually associated with good prognosis in the mCRC setting. Primary location was more frequently left-sided (p = 0.017), tumors displayed mainly a low tumor grade (p = 0.045) and presented with a low tumor burden (involving a single metastatic site) (p = 0.026). As a result of limited metastatic disease involving mainly the liver, a high proportion (66.6%) of patients belonging to the non-V600 cohort underwent liver surgery. This unbalance in clinical-pathological features and surgery with radical intent might have impacted on survival. Univariate and multivariate analyses were carried out in order to address this issue. For univariate analyses, besides BRAF non-V600 mutations, other factors positively impacted on survival: age < 65 years, ECOG PS of 0, low tumor burden, absence of lung metastases and low tumor grading. Notably, in accordance with previous evidence, primary tumor location did not appear to have a prognostic value in BRAF-mutated mCRC [11]. For multivariate analyses, only ECOG PS of 0 and age < 65 years retained a positive prognostic impact. Interestingly, ECOG PS is the main prognostic factor included in the simplified BRAF Be Cool score [11].
Up to now, BRAF mutational status has been usually assessed by means of RT-PCR and pyrosequencing. These techniques enable an assessment limited to exons 15 (codons 599, 600 and 601) and 11 (codons 464–469). During the last years, the wide application of diagnostic next-generation sequencing (NGS) allowed a more extensive analysis [29], increasing the identification of BRAF non-V600 missense mutations which would have otherwise been underdiagnosed [3]. Within BRAF missense mutations, a role as a poor prognostic factor and target for molecular treatment [20] pertains only to V600E mutation. Thus, assessment of BRAF mutational status could involve exclusively codon 600 instead of requiring an extensive analysis. Nevertheless, it is important to know the clinical-pathological, prognostic and predictive features of rare non-V600 mutated mCRCs, whose identification is expected to progressively increase, due to the wider application of NGS.
The main limitation of our study relies on both the retrospective nature and on the small sample size, which might have caused selection biases. Thus, prospective confirmation is warranted. Nevertheless, our results are consistent with previous evidence and allow to corroborate and strengthen data available up to now [3,23,25]. Moreover, given the low incidence of BRAF mutations in the setting of mCRC (around 10%) and the even lower incidence of non-V600 mutations (around 2%), it would be difficult to design and carry out prospective analysis to investigate this specific subgroup. Indeed, as previously hypothesized [30], it can be postulated that in the precision oncology era, retrospective analysis might represent a reliable and effective tool to allow an assessment of the prognostic value of rare molecular signatures. In order to limit the biases connected with the retrospective nature and the small sample size, a collaboration within national and international consortia is deemed mandatory and correlations with preclinical data are recommended.

5. Conclusions

Our results provide a deeper insight on BRAF-mutated mCRC, enlarging evidence on clinical, pathological and prognostic features of this rare entity. Specifically, our results corroborate two hot topics:
  • BRAF V600E mutation is associated with poor prognosis in the setting of mCRC.
  • Prognosis of BRAF-mutated mCRC significantly varies depending on the specific missense mutation. Namely, rare non-V600 mutations identify a distinct subgroup of patients with favorable prognosis and peculiar phenotype.
These findings highlight the need for routine evaluation of BRAF mutational status and furthermore, for determining the specific missense mutation, in order to guide clinicians in decision making.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/cancers13092098/s1, Figure S1: Kaplan–Meier OS curves for the BRAF V600E cohort vs. RAS/BRAF wild-type dataset, Figure S2: Kaplan–Meier OS curves for the BRAF V600E cohort vs. RAS mutated dataset, Figure S3: Kaplan–Meier OS curves for the BRAF non-V600 cohort vs. RAS mutated dataset, Figure S4: Kaplan–Meier OS curves for the BRAF non-V600 cohort vs. RAS/BRAF wild-type dataset.

Author Contributions

Conceptualization, M.A.C., L.S., A.O. and E.B.; methodology, M.A.C., L.S. and E.B.; software, M.A.C., L.S. and B.D.S.; validation, M.A.C., L.S., E.B. and G.T.; formal analysis, M.A.C., L.S. and E.B.; investigation, M.A.C. and L.S., resources, M.A.C., L.S., B.D.S., F.L., A.A., I.V.Z., M.B. (Maria Bensi), F.C, M.R., A.C., M.M. (Maurizio Martini) and M.M. (Michele Milella); data curation, M.A.C., L.S., B.D.S. and E.B.; writing—original draft preparation, M.A.C., L.S., M.M. (Maurizio Martini) and G.T.; writing—review and editing, M.A.C., L.S., B.D.S., M.B. (Michele Basso), A.O., A.B., F.L., A.A., I.V.Z., M.B. (Maria Bensi), F.C., M.R., R.V., A.C., C.P., M.M. (Maurizio Martini), M.M. (Michele Milella), E.B. and G.T.; visualization, M.A.C. and L.S.; supervision, M.A.C., L.S. and G.T.; project administration, M.A.C. and L.S.; funding acquisition, G.T. All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported by the Associazione Italiana per la Ricerca sul Cancro (AIRC) under Investigator Grant (IG) No. IG18599 to G.T.

Institutional Review Board Statement

The study was conducted according to the guidelines of the Declaration of Helsinki and approved by the Ethics Committee of Fondazione Policlinico Universitario “Agostino Gemelli” IRCCS (protocol code 0054049/19 and date of approval 18 December 2019).

Informed Consent Statement

Patient consent was waived due to the retrospective nature of the analysis. This is in accordance with Italian legislation (“Linee guida per i trattamenti di dati personali nell’ambito delle sperimentazioni cliniche di medicinali” 24 July 2008 GUN 190 14 August 2008) and the Ethics Committee of Fondazione Policlinico Universitario “Agostino Gemelli” IRCCS.

Data Availability Statement

Data is contained within the article or supplementary material.

Acknowledgments

The authors thank all the patients and their relatives.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Orlandi, A.; Calegari, A.; Inno, A.; Berenato, R.; Caporale, M.; Niger, M.; Bossi, I.; Di Bartolomeo, M.; de Braud, F.; Pietrantonio, F. BRAF in metastatic colorectal cancer: The future starts now. Pharmacogenomics 2015, 16, 2069–2081. [Google Scholar] [CrossRef]
  2. Clancy, C.; Burke, J.P.; Kalady, M.F.; Coffey, J.C. BRAF mutation is associated with distinct clinicopathological characteristics in colorectal cancer: A systematic review and meta-analysis. Colorectal Dis. 2013, 15, e711–e718. [Google Scholar] [CrossRef]
  3. Jones, J.C.; Renfro, L.A.; Al-Shamsi, H.O.; Schrock, A.B.; Rankin, A.; Zhang, B.Y.; Kasi, P.M.; Voss, J.S.; Leal, A.D.; Sun, J.; et al. (Non-V600) BRAF Mutations Define a Clinically Distinct Molecular Subtype of Metastatic Colorectal Cancer. J. Clin. Oncol. 2017, 35, 2624–2630. [Google Scholar] [CrossRef]
  4. Loupakis, F.; Moretto, R.; Aprile, G.; Muntoni, M.; Cremolini, C.; Iacono, D.; Casagrande, M.; Ferrari, L.; Salvatore, L.; Schirripa, M.; et al. Clinico-pathological nomogram for predicting BRAF mutational status of metastatic colorectal cancer. Br. J. Cancer 2016, 114, 30–36. [Google Scholar] [CrossRef]
  5. Tran, B.; Kopetz, S.; Tie, J.; Gibbs, P.; Jiang, Z.Q.; Lieu, C.H.; Agarwal, A.; Maru, D.M.; Sieber, O.; Desai, J. Impact of BRAF mutation and microsatellite instability on the pattern of metastatic spread and prognosis in metastatic colorectal cancer. Cancer 2011, 117, 4623–4632. [Google Scholar] [CrossRef] [Green Version]
  6. Venderbosch, S.; Nagtegaal, I.D.; Maughan, T.S.; Smith, C.G.; Cheadle, J.P.; Fisher, D.; Kaplan, R.; Quirke, P.; Seymour, M.T.; Richman, S.D.; et al. Mismatch repair status and BRAF mutation status in metastatic colorectal cancer patients: A pooled analysis of the CAIRO, CAIRO2, COIN, and FOCUS studies. Clin. Cancer Res. 2014, 20, 5322–5330. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  7. Taieb, J.; Jung, A.; Sartore-Bianchi, A.; Peeters, M.; Seligmann, J.; Zaanan, A.; Burdon, P.; Montagut, C.; Laurent-Puig, P. The Evolving Biomarker Landscape for Treatment Selection in Metastatic Colorectal Cancer. Drugs 2019, 79, 1375–1394. [Google Scholar] [CrossRef] [Green Version]
  8. Clarke, C.N.; Kopetz, E.S. BRAF mutant colorectal cancer as a distinct subset of colorectal cancer: Clinical characteristics, clinical behavior, and response to targeted therapies. J. Gastrointest. Oncol. 2015, 6, 660–667. [Google Scholar] [PubMed]
  9. Richman, S.D.; Seymour, M.T.; Chambers, P.; Elliott, F.; Daly, C.L.; Meade, A.M.; Taylor, G.; Barrett, J.H.; Quirke, P. 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. J. Clin. Oncol. 2009, 27, 5931–5937. [Google Scholar] [CrossRef] [PubMed]
  10. Seligmann, J.F.; Fisher, D.; Smith, C.G.; Richman, S.D.; Elliott, F.; Brown, S.; Adams, R.; Maughan, T.; Quirke, P.; Cheadle, J.; et al. Investigating the poor outcomes of BRAF-mutant advanced colorectal cancer: Analysis from 2530 patients in randomised clinical trials. Ann. Oncol. 2017, 28, 562–568. [Google Scholar] [CrossRef]
  11. Loupakis, F.; Intini, R.; Cremolini, C.; Orlandi, A.; Sartore-Bianchi, A.; Pietrantonio, F.; Pella, N.; Spallanzani, A.; Dell’Aquila, E.; Scartozzi, M.; et al. A validated prognostic classifier for (V600E)BRAF-mutated metastatic colorectal cancer: The ‘BRAF BeCool’ study. Eur. J. Cancer 2019, 118, 121–130. [Google Scholar] [CrossRef]
  12. Ardekani, G.S.; Jafarnejad, S.M.; Tan, L.; Saeedi, A.; Li, G. The prognostic value of BRAF mutation in colorectal cancer and melanoma: A systematic review and meta-analysis. PLoS ONE 2012, 7, e47054. [Google Scholar]
  13. Schirripa, M.; Bergamo, F.; Cremolini, C.; Casagrande, M.; Lonardi, S.; Aprile, G.; Yang, D.; Marmorino, F.; Pasquini, G.; Sensi, E.; et al. BRAF and RAS mutations as prognostic factors in metastatic colorectal cancer patients undergoing liver resection. Br. J. Cancer 2015, 112, 1921–1928. [Google Scholar] [CrossRef] [Green Version]
  14. Tosi, F.; Magni, E.; Amatu, A.; Mauri, G.; Bencardino, K.; Truini, M.; Veronese, S.; De Carlis, L.; Ferrari, G.; Nichelatti, M.; et al. Effect of KRAS and BRAF Mutations on Survival of Metastatic Colorectal Cancer After Liver Resection: A Systematic Review and Meta-Analysis. Clin. Colorectal Cancer 2017, 16, e153–e163. [Google Scholar] [CrossRef] [PubMed]
  15. Margonis, G.A.; Buettner, S.; Andreatos, N.; Kim, Y.; Wagner, D.; Sasaki, K.; Beer, A.; Schwarz, C.; Løes, I.M.; Smolle, M.; et al. Association of BRAF Mutations With Survival and Recurrence in Surgically Treated Patients With Metastatic Colorectal Liver Cancer. JAMA Surg. 2018, 153, e180996. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  16. Shimada, Y.; Muneoka, Y.; Nagahashi, M.; Ichikawa, H.; Tajima, Y.; Hirose, Y.; Ando, T.; Nakano, M.; Sakata, J.; Kameyama, H.; et al. BRAF V600E and SRC mutations as molecular markers for predicting prognosis and conversion surgery in Stage IV colorectal cancer. Sci. Rep. 2019, 9, 2466. [Google Scholar] [CrossRef] [Green Version]
  17. Pietrantonio, F.; Petrelli, F.; Coinu, A.; Di Bartolomeo, M.; Borgonovo, K.; Maggi, C.; Cabiddu, M.; Iacovelli, R.; Bossi, I.; Lonati, V.; et al. Predictive role of BRAF mutations in patients with advanced colorectal cancer receiving cetuximab and panitumumab: A meta-analysis. Eur. J. Cancer 2015, 51, 587–594. [Google Scholar] [CrossRef] [PubMed]
  18. Bokemeyer, C.; Van Cutsem, E.; Rougier, P.; Ciardiello, F.; Heeger, S.; Schlichting, M.; Celik, I.; Köhne, C.H. Addition of cetuximab to chemotherapy as first-line treatment for KRAS wild-type metastatic colorectal cancer: Pooled analysis of the CRYSTAL and OPUS randomised clinical trials. Eur. J. Cancer 2012, 48, 1466–1475. [Google Scholar] [CrossRef] [PubMed]
  19. Corcoran, R.B. New therapeutic strategies for BRAF mutant colorectal cancers. J. Gastrointest. Oncol. 2015, 6, 650–659. [Google Scholar]
  20. Kopetz, S.; Grothey, A.; Yaeger, R.; Van Cutsem, E.; Desai, J.; Yoshino, T.; Wasan, H.; Ciardiello, F.; Loupakis, F.; Hong, Y.S.; et al. Encorafenib, Binimetinib, and Cetuximab in BRAF V600E-Mutated Colorectal Cancer. N. Engl. J. Med. 2019, 381, 1632–1643. [Google Scholar] [CrossRef] [Green Version]
  21. Corcoran, R.B.; André, T.; Atreya, C.E.; Schellens, J.H.M.; Yoshino, T.; Bendell, J.C.; Hollebecque, A.; McRee, A.J.; Siena, S.; Middleton, G.; et al. Combined BRAF, EGFR, and MEK Inhibition in Patients with BRAF(V600E)-Mutant Colorectal Cancer. Cancer Discov. 2018, 8, 428–443. [Google Scholar] [CrossRef] [Green Version]
  22. Grothey, A.; Tabernero, J.; Taieb, J.; Yaeger, R.; Yoshino, T.; Maiello, E.; Fernandez, E.E.; Casado, A.R.; Ross, P.; André, T.; et al. ANCHOR CRC: A single-arm, phase 2 study of encorafenib, binimetinib plus cetuximab in previously untreated BRAF V600E-mutant metastatic colorectal cancer. Ann. Oncol. 2020, 31, S242–S243. [Google Scholar] [CrossRef]
  23. Cremolini, C.; Di Bartolomeo, M.; Amatu, A.; Antoniotti, C.; Moretto, R.; Berenato, R.; Perrone, F.; Tamborini, E.; Aprile, G.; Lonardi, S.; et al. BRAF codons 594 and 596 mutations identify a new molecular subtype of metastatic colorectal cancer at favorable prognosis. Ann. Oncol. 2015, 26, 2092–2097. [Google Scholar] [CrossRef] [PubMed]
  24. Yao, Z.; Yaeger, R.; Rodrik-Outmezguine, V.S.; Tao, A.; Torres, N.M.; Chang, M.T.; Drosten, M.; Zhao, H.; Cecchi, F.; Hembrough, T.; et al. Tumours with class 3 BRAF mutants are sensitive to the inhibition of activated RAS. Nature 2017, 548, 234–238. [Google Scholar] [CrossRef] [PubMed]
  25. Schirripa, M.; Biason, P.; Lonardi, S.; Pella, N.; Pino, M.S.; Urbano, F.; Antoniotti, C.; Cremolini, C.; Corallo, S.; Pietrantonio, F.; et al. Class 1, 2, and 3 BRAF-Mutated Metastatic Colorectal Cancer: A Detailed Clinical, Pathologic, and Molecular Characterization. Clin. Cancer Res. 2019, 25, 3954–3961. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  26. Natalicchio, M.I.; Improta, G.; Zupa, A.; Cursio, O.E.; Stampone, E.; Possidente, L.; Teresa Gerardi, A.M.; Vita, G.; Martini, M.; Cassano, A.; et al. Pyrosequencing evaluation of low-frequency KRAS mutant alleles for EGF receptor therapy selection in metastatic colorectal carcinoma. Future Oncol. 2014, 10, 713–723. [Google Scholar] [CrossRef] [PubMed]
  27. Calegari, M.A.; Inno, A.; Monterisi, S.; Orlandi, A.; Santini, D.; Basso, M.; Cassano, A.; Martini, M.; Cenci, T.; de Pascalis, I.; et al. A phase 2 study of temozolomide in pretreated metastatic colorectal cancer with MGMT promoter methylation. Br. J. Cancer 2017, 116, 1279–1286. [Google Scholar] [CrossRef] [PubMed]
  28. Choi, Y.; Chan, A.P. PROVEAN web server: A tool to predict the functional effect of amino acid substitutions and indels. Bioinformatics 2015, 31, 2745–2747. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  29. Yaeger, R.; Chatila, W.K.; Lipsyc, M.D.; Hechtman, J.F.; Cercek, A.; Sanchez-Vega, F.; Jayakumaran, G.; Middha, S.; Zehir, A.; Donoghue, M.T.A.; et al. Clinical Sequencing Defines the Genomic Landscape of Metastatic Colorectal Cancer. Cancer Cell 2018, 33, 125–136.e123. [Google Scholar] [CrossRef] [Green Version]
  30. Orlandi, A.; Basso, M.; Calegari, M.A.; Barone, C. New life for retrospective study in the precision oncology era. Ann. Oncol. 2015, 26, 2352–2353. [Google Scholar] [CrossRef] [PubMed]
Figure 1. Kaplan–Meier OS curves according to BRAF mutational status.
Figure 1. Kaplan–Meier OS curves according to BRAF mutational status.
Cancers 13 02098 g001
Figure 2. Kaplan–Meier OS curves according to RAS/BRAF mutational status.
Figure 2. Kaplan–Meier OS curves according to RAS/BRAF mutational status.
Cancers 13 02098 g002
Table 1. Classification of BRAF mutations in patients’ population.
Table 1. Classification of BRAF mutations in patients’ population.
BRAF MutationClassKinase ActivityNumber of Patients, N (%)
V600E1High46 (84)
K601E2High1 (1.8)
G469A2High1 (1.8)
G469R2Intermediate1 (1.8)
G466E3Low1 (1.8)
G466A3Low1 (1.8)
D594N3None1 (1.8)
D594G3None2 (3.4)
T599I/Unknown1 (1.8)
Table 2. Patients’ characteristics according to BRAF mutational status.
Table 2. Patients’ characteristics according to BRAF mutational status.
CharacteristicsBRAF V600E Total = 46, N (%)BRAF Non-V600 Total = 9, N (%)p
Gender
Female24 (52.2)3 (33.4)0.3
Male22 (47.8)6 (66.6)
Age
median, years6661
range, years42–8545–79
≤65 years22 (47.8)5 (55.5)0.6
>65 years24 (52.2)4 (44.5)
ECOG PS
025 (54.3)5 (55.5)0.9
1–221 (45.7)4 (44.5)
Metastases onset
Synchronous27 (58.7)6 (66.6)0.6
Metachronous19 (41.3)3 (33.4)
Mucinous histology
Y11 (23.9)1 (11.1)0.39
N35 (76.1)8 (88.9)
Primary tumor location
Right25 (54.3)1 (11.1)0.017
Left21 (45.7)8 (88.9)
Number of metastatic sites
113 (28.3)6 (66.6)0.026
>133 (71.7)3 (33.4)
Metastatic sites
Liver metastases30 (65.2)7 (77.8)0.46
Lymph node metastases28 (60.8)3 (33.4)0.12
Lung metastases18 (39.1)1 (11.1)0.1
Peritoneal metastases14 (30.4)2 (22.2)0.61
Grading
219 (41.3)7 (77.8)0.045
327 (58.7)2 (22.3)
MSI/MMR status
MSI-H/MMR-deficient8 (17.4)/<0.001
MSS/MMR-proficient25 (54.3)7 (77.7)
NE13 (28.3)2 (22.2)
Resection of metastases
Y8 (17.4)6 (66.6)0.002
N38 (82.6)3 (33.4)
BRAF Be Cool score
Low risk26 (56.5)NA
Intermediate risk19 (41.3)NA
High risk1 (2.2)NA
Lines of treatment
127 (58.7)3 (33.4)0.16
211 (23.9)1 (11.1)0.39
≥38 (17.4)5 (55.5)0.01
First line regimen
Triplet-based7 (15.2)1 (11.1)0.74
Doublet-based39 (84.8)8 (88.9)
Administered drugs
Fluoropyrimidines45 (97.8)9 (100)0.65
Oxaliplatin42 (91.3)7 (77.8)0.23
Irinotecan22 (47.8)4 (44.5)0.85
Raltitrexed1 (2.2)/0.65
Bevacizumab29 (63)6 (66.6)0.83
Aflibercept1 (2.2)1 (11.1)0.19
Cetuximab4 (8.7)1 (11.1)0.81
Panitumumab1 (2.2)1 (11.1)0.19
Anti-BRAF4 (8.7)/0.35
Regorafenib3 (6.5)/0.43
TAS-1021 (2.2)2 (22.2)0.01
p-values below 0.05 are reported in bold. ECOG, Eastern Cooperative Oncology Group; MMR, mismatch repair; MSI, microsatellite instability; MSI-H, microsatellite instability-high; MSS, microsatellite stable; NA, not applicable; NE, not evaluated; N, no; OS, overall survival; PS, performance status; Y, yes.
Table 3. Univariate and multivariate analysis for OS.
Table 3. Univariate and multivariate analysis for OS.
VariableOverall Survival (OS)
Univariate AnalysisMultivariate Analysis
HR95%CIpHR95%CIp
Gender
Male vs. Female0.550.25–1.210.09
Age (years)
<65 vs. >650.350.16–0.740.0040.380.16–0.920.034
ECOG PS
0 vs. 1–20.310.13–0.7<0.0010.230.09–0.590.002
Metastases onset
Metachronous vs. synchronous0.860.41–1.780.69
Number of metastatic sites
1 vs. >10.290.14–0.610.0030.280.08–1.010.052
Primary tumor location
Left vs. right0.510.23–1.110.06
Liver Metastases
No vs. Yes0.740.34–1.590.46
Lymph node metastases
No vs. Yes0.530.25–1.120.08
Peritoneal metastases
No vs. Yes0.870.37–2.020.73
Lung metastases
No vs. Yes0.450.19–1.030.020.570.24–1.30.18
MSI/MMR status
MSI-H/MMRdef vs. MSS/MMRpro0.740.24–2.290.63
BRAF
non-V600 vs. V600E0.410.18–0.930.050.60.12–2.880.52
Mucinous histology
Yes vs. No0.490.21–1.160.18
Grading
2 vs. 30.260.12–0.54<0.0010.50.2–1.280.15
p-values below 0.05 are in bold. CI, confidence interval; ECOG, Eastern Cooperative Oncology Group; HR, hazard ratio; MMR, mismatch repair; MSI, microsatellite instability; MSI-H, microsatellite instability-high; MSS, microsatellite stable; OS, overall survival; PS, performance status.
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Calegari, M.A.; Salvatore, L.; Di Stefano, B.; Basso, M.; Orlandi, A.; Boccaccino, A.; Lombardo, F.; Auriemma, A.; Zurlo, I.V.; Bensi, M.; et al. Clinical, Pathological and Prognostic Features of Rare BRAF Mutations in Metastatic Colorectal Cancer (mCRC): A Bi-Institutional Retrospective Analysis (REBUS Study). Cancers 2021, 13, 2098. https://doi.org/10.3390/cancers13092098

AMA Style

Calegari MA, Salvatore L, Di Stefano B, Basso M, Orlandi A, Boccaccino A, Lombardo F, Auriemma A, Zurlo IV, Bensi M, et al. Clinical, Pathological and Prognostic Features of Rare BRAF Mutations in Metastatic Colorectal Cancer (mCRC): A Bi-Institutional Retrospective Analysis (REBUS Study). Cancers. 2021; 13(9):2098. https://doi.org/10.3390/cancers13092098

Chicago/Turabian Style

Calegari, Maria Alessandra, Lisa Salvatore, Brunella Di Stefano, Michele Basso, Armando Orlandi, Alessandra Boccaccino, Fiorella Lombardo, Alessandra Auriemma, Ina Valeria Zurlo, Maria Bensi, and et al. 2021. "Clinical, Pathological and Prognostic Features of Rare BRAF Mutations in Metastatic Colorectal Cancer (mCRC): A Bi-Institutional Retrospective Analysis (REBUS Study)" Cancers 13, no. 9: 2098. https://doi.org/10.3390/cancers13092098

APA Style

Calegari, M. A., Salvatore, L., Di Stefano, B., Basso, M., Orlandi, A., Boccaccino, A., Lombardo, F., Auriemma, A., Zurlo, I. V., Bensi, M., Camarda, F., Ribelli, M., Vivolo, R., Cocomazzi, A., Pozzo, C., Milella, M., Martini, M., Bria, E., & Tortora, G. (2021). Clinical, Pathological and Prognostic Features of Rare BRAF Mutations in Metastatic Colorectal Cancer (mCRC): A Bi-Institutional Retrospective Analysis (REBUS Study). Cancers, 13(9), 2098. https://doi.org/10.3390/cancers13092098

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