Abstract
Background:
The data from randomised trials suggested that primary tumour sidedness could represent a prognostic and predictive factor in colorectal cancer (CRC) patients, particularly during treatment with anti-epidermal growth factor receptor (EGFR) therapy. However, an in-deep molecular selection might overcome the predictive role of primary tumour location in this setting.
Methods:
We conducted a retrospective analysis in which tumour samples from RAS/BRAF wild-type (WT) metastatic CRC patients treated with second-third-line irinotecan/cetuximab were analysed for EGFR gene copy number (GCN) and promoter methylation. Study objective was to evaluate the correlation of tumour sidedness, EGFR promoter methylation and EGFR GCN with clinical outcome. Median follow-up duration was 14.3 months.
Results:
Eighty-eight patients were included in the study, 27.3% had right-sided CRC, 72.7% had left-sided CRC; 36.4% had EGFR GCN<2.12 tumour, 63.6% had EGFR GCN⩾2.12 tumour; 50% had EGFR promoter-methylated tumour. Right-sided colorectal cancer (RSCRC) were associated with reduced overall response rate (ORR) (4.2% for RSCRC vs 35.9% for left sided colorectal cancer (LSCRC), P=0.0030), shorter progression-free survival (PFS) (3.0 vs 6.75 months, P<0.0001) and shorter overall survival (OS) (8 vs 13.6 months, P<0.0001). EGFR GCN<2.12 tumours were associated with reduced ORR (6.2% for EGFR GCN<2.12 vs 39.3% for EGFR GCN⩾2.12 tumours, P=0.0009), shorter PFS (3.5 vs 6.5 months, P=0.0006) and shorter OS (8.5 vs 14.0 months, P<0.0001). Epidermal growth factor receptor-methylated tumours were associated with reduced ORR (9.1% for methylated vs 45.5% for unmethylated, P=0.0001), shorter PFS (3 vs 7.67 months, P<0.0001) and shorter OS (8 vs 17 months, P<0.0001). At multivariate analysis, EGFR GCN and EGFR promoter methylation maintained their independent role for ORR (respectively P=0.0082 and 0.0025), PFS (respectively P=0.0048 and<0.0001) and OS (respectively P=0.0001 and<0.0001).
Conclusions:
In our study, an accurate molecular selection based on an all RAS and BRAF analysis along with EGFR GCN and EGFR promoter methylation status seems to be more relevant than primary tumour sidedness in the prediction of clinical outcome during cetuximab/irinotecan therapy. However, these data need to be validated with future prospective and translational studies.
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Main
Although the global therapeutic strategy has considerably improved in the past few years, colorectal cancer (CRC) still represents a leading cause of death worldwide (Ferlay et al, 2013, 2014). The fast-growing knowledge of molecular mechanisms underlying colorectal tumours led in fact to a corresponding development of effective molecular targeted treatments able to significantly improve clinical outcome for patients presenting with metastatic disease from the original 6–10 months median survival to the current 30 months and more (Van Cutsem et al, 2016).
We now know that metastatic CRC is a biologically heterogeneous disease and primary tumours originating from different areas of the colon have critical molecular differences that have been suggested to translate into just as many critical differences under the clinical point of view. In particular, different data sets indicated that right-sided colorectal cancers (RSCRC) patients experienced a worse clinical outcome than left-sided colorectal cancer (LSCRC) patients with otherwise comparable clinical characteristics (Loupakis et al, 2015; Moretto et al, 2016; Tejpar et al, 2016; Venook et al, 2016).
Interestingly, findings from subset analyses of phase 3 trials also indicated a possible lack of efficacy for the use of anti-epidermal growth factor receptor (EGFR) monoclonal antibodies (that is, cetuximab and panitumumab) in metastatic colorectal cancer patients with RAS wild-type (WT) RSCRC. On the contrary, RAS WT LSCRC patients apparently showed to derive an increasingly significant clinical benefit from such a treatment approach. Taken together, these observations implied that along with a well-established prognostic role, primary tumour location could also represent a relevant predictive factor in colorectal cancer patients receiving treatment directed against the EGFR.
The molecular pathways leading to left- and right-sided primary CRC are sensibly different and could ultimately explain the distinct biological and clinical traits of these tumours.
Right-sided colorectal cancer are more often hyper-mutated, present microsatellite instability and CpG-islands methylation and BRAF mutations. On the other hand, LSCRC have more likely chromosomal instability, EGFR and HER2-neu amplifications, epiregulin and amphiregulin (EREG and AREG) high gene expression levels (Distler and Holt, 1997; Iacopetta, 2002; Hutchins et al, 2011; Tran et al, 2011; Missiaglia et al, 2014; Loupakis et al, 2015; Choi et al, 2016; Moretto et al, 2016; Tejpar et al, 2016; Venook et al, 2016; Lee et al, 2016a). Patients with tumors that have high gene expression levels of EREG and AREG, are more likely to have disease control on cetuximab treatment (Khambata-Ford et al, 2007).
Recently, Lee et al indicated that, in K-RAS wild-type metastatic CRC patients receiving anti-EGFR therapy, the molecular characteristics that are considered typical of RSCRC more frequently overlapped with the consensus molecular subtypes (CMS) of colorectal cancer type 1 (MSI immune), whereas CMS type 3 and 4 were recurrent in LSCRC (Guinney et al, 2015; Lee et al, 2016b).
The authors also found a correlation between the different molecular characteristics investigated and survival results, thus confirming a consistent link between molecular features and clinical outcome. Overall, these findings suggested that besides primary tumour location, the biological profile might be actually more relevant in defining the clinical behaviour of colorectal cancer.
We could then speculate that the more accurate the biological selection is the less relevant primary tumour location would be in the prediction of clinical outcome during treatment with monoclonal antibodies directed against the EGFR.
On this basis, we analysed the prognostic and predictive role of CRC primary tumour location, EGFR GCN and EGFR promoter methylation in RAS and BRAF wild-type mCRC patients treated with second- third line cetuximab/irinotecan therapy.
Patients and methods
We retrospectively collected primary tumour samples from RAS/BRAF WT metastatic CRC patients treated with second-third-line irinotecan/cetuximab and analysed them for EGFR GCN and promoter methylation.
Patients selection
Patients with histologically proven, RAS and BRAF wild-type, metastatic colorectal cancer receiving a combination of cetuximab and irinotecan after at least one line of previous chemotherapy were eligible for our analysis.
All patients received cetuximab at an initial dose of 400 mg m−2 followed by weekly infusions of 250 mg m−2. Irinotecan was administered at a dose of 180 mg m−2every 2 weeks, either alone or in combination with 5-fluorouracil and leucovorin. So, they received modified FOLFIRI (irinotecan 180 mg m−2 d1, 5FU bolus 400 mg m−2 d1, 5FU 2400 mg m−2 continuous infusion for 46 h) plus cetuximab or irinotecan plus cetuximab.
To be eligible, patients must also have previously received an irinotecan-based chemotherapy regimen for at least 6 weeks and must have presented progression of disease during receipt of this regimen or within 3 months thereafter. All patients received first-line chemotherapy (oxaliplatin-based or irinotecan-based) in combination with bevacizumab. For patients receiving third-line cetuximab, second-line treatment consisted of modified FOLFIRI in all cases.
Tumour response was evaluated every 8 weeks by clinicians’ assessment and according to the Response Evaluation Criteria in Solid Tumours (RECIST v1.1).
Median follow up duration was 14.3 months.
Epidermal growth factor receptor promoter methylation and EGFR GCN were analysed on formalin-fixed and paraffin-embedded tumour samples for all patients included. For study purposes, right-sided and left-sided colorectal primary tumours were defined as proximal or distal to the splenic flexure. This study was approved by the Institutional Review Board.
Mutational analysis
Evaluation for RAS and B-raf status was conducted for all patients included in the analysis by standard pyrosequencing technique: all evaluations have been performed by PyroMark Q96 ID system (Qiagen, Germany) or by Pyromark ID system (Biotage AB, Sweden).
The kits ‘Anti-EGFR MoAb response’, respectively for K-ras, N-ras and B-raf status, allow to identify the most common and prevalent mutations of K-ras, N-ras and B-raf gene.
The kit for K-ras evaluates hot-spots mutations in codons 12, 13, 59, 61, 117 and 146 of K-ras gene (predominantly G12D, G12A, G12V, G12S, G12R, G12C, G13D, A59T, Q61H, K117N, A146T).
The kit for N-ras evaluates hot-spots mutations in codons 12, 13, 59, 61, 117 and 146 of N-ras gene (predominantly G12S, G12D, G13R, G13D, A59T, Q61K, Q61L, Q61R, K117N, A146T).
The kit for B-raf evaluates hot-spots mutations in codons 15 and 11 of B-raf gene (predominantly V600E, V600K, V600M, T599M, K601E, G469V-A-E and G464V-E).
After tumour DNA extraction and amplification (through Rotor-Gene Q, Qiagen, Germany), genotyping and allele frequencing is determined by standard pyrosequencing technique: the detection of bioluminescence caused by the nucleotide annealing to the sequence and the relative intensity of the luminescence produced is directly proportional to the number of annealed nucleotides caused by the reaction of the DNA polymerase, that starting from the primers used, do appear at the end of the amplification.
Variant allele frequencies (VAF) for the different analyses, by manufacturer’s description are as follows:
K-ras codon 12: 10%
K-ras codon 13: 8%
K-ras codon 59 pos1: A 12–15%, T 4–7%, C 8–12%
K-ras codon 61 pos3: C 7–10%, T 8–12%
K-ras codon 59 pos2: G 12–15%, T 4–7%, A12–15%
K-ras codon 61 pos2: C 12–15%, G 4–7%, T 4–7%
K-ras codon 61 pos 1: G 8–12%, A 4–7%
K-ras codon 117 pos3: G 12–15%, A8–12%
K-ras codon 117 pos1: G 8–12%, C 8–12%
K-ras codon 117 pos2: A 8–12%, C 8–12%, G 8–12%
K-ras codon 146 pos 1: G 8–12%, A 12–15%, T 8–12%
K-ras codon 146 pos 2: T 12–15%, A 12–15%, C 12–15%
N-ras codon 12 pos1: T 3–5%, A 5–7%, C 3–5%
N-ras codon 13 pos1: T 7–10%, A 4–6%, C 3–5%
N-ras codon 12 pos2: T 6–9%, A 6–8%, C 3–5%
N-ras codon 13 pos2: T 7–10%, A 4–6%, C 4–6%
N-ras codon 58 pos 1: G 3–5%, T 8–10%, C 3–5%
N-ras codon 59 pos 1: A 9–11%, T 3–5%, C 8–10%
N-ras codon 61 pos 1: A 4–7%, G 3–5%
N-ras codon 58 pos 2: T 8–10%
N-ras codon 59 pos 2: 3–5%
N-ras codon 61 pos 2: G 3–5%, T 8–10%, C 4–6%
N-ras codon 61 pos 3: T 4–6%, C 7–9%
N-ras codon 117 pos 1/3: 4–6%
N-ras codon 117 pos 2: 6–8%
N-ras codon 146 pos 1: 5–7%
N-ras codon 146 pos 2: 8–10%
B-raf codon 600: E 3–5% K 8–10% M 8–10%
B-raf codon 599: I 8–10%
B-raf codon 601: E 8–10%
B-raf exon 11 codon 469 and 464: 8–10%.
EGFR promoter methylation
CpG island methylation is an epigenetic mechanism of gene silencing more frequently observed in right- than left-sided tumors and the methylation of the EGFR promoter may be responsible for the loss of EGFR expression.
Analysis of EGFR promoter methylation was performed following a DNA extraction protocol from paraffin-embedded tissue and a methylation-specific PCR (MSP) as previously described (Scartozzi et al, 2011). Analysis of EGFR promoter methylation was performed following a DNA extraction protocol from paraffin-embedded tissue and a methylation-specific PCR (MSP). The tumour samples were processed according to the QIAamp DNA mini Tissue Protocol, using QIAamp DNA Mini Kit (Qiagen GmbH, Hilden, Germany). Before PCR amplification, the DNA extract was treated with sodium bisulphite as described in the handbook of the ‘EpiTect Bisulfite Kit' (Qiagen GmbH). Bisulphite modification of DNA to convert all unmethylated cytosines to uracil and then to thymidine during the subsequent PCR step while leaving the methylated cytosines unaffected was performed as described by Herman et al, 1996. For PCR amplification, two sets of primers were designed from nt −130 to −300 (relative to ATG) in the 5′-untranslated region of the human EGFR promoter.
The primer sequences used were 5′-TGTTTTGTTTTTTTGTGTTTTGGTTTGTGT-3′ (sense) and 5′-CATCCAATCTAAACAACAACAACCACCA-3′ (antisense) for unmethylated DNA and 5′-
5′-TGTTTTTTCGCGTTTCGGTTCGCGC-3′ (sense) and 5′-CGTCTAAACGACGACGACCGCCG-3′(antisense) for methylated DNA, both of which amplify ∼150 bp products (Nagothu et al, 2004). The PCR mixture contained ∼1 Å PCR buffer, minus Mg; 0.2 m dNTP mixture (each); 1.5 m MgCl; 0.2 μ primer mix (each); 1.0 unit platinum Taq DNA polymerase (Invitrogen, Carlsbad, CA, USA); and bisulphite-modified DNA (of 1 ng–2 μg) in a final volume of 50 μl. Controls without DNA were performed for each set of PCRs. Each PCR product (30 μl) was directly visualised on 10% acrylamide gels. The gel was stained with ethidium bromide and photographed under UV illumination. An enzymatically methylated human male genomic DNA (CpGenome Universal Methylated DNA CHEMICON International) was used as a methylation-positive control for gene methylation studies and was processed as above mentioned.
EGFR GCN
Epidermal growth factor receptor GCN study was performed with CISH analysis (chromogenic in situ hybridisation) performed according to manufacturer's instructions (Zymed Laboratories Inc., South San Francisco, CA, USA) as previously described. The cutoff point with the highest sensitivity and specificity for estimating CISH EGFR GCN was set at 2.12, according to our previous findings.
We previously performed a receiver operating characteristics (ROC) analysis based on mean CISH EGFR gene copy number with response to cetuximab therapy as end point. In that model sensitivity was 51.5% (95% CI: 33.6–69.2) and specificity was 100% (95% CI: 69–100). AUC was 0.77, P=0.002 (Scartozzi et al, 2009; Scartozzi et al, 2012).
Statistical analysis
Statistical analysis was performed with the MedCalc Statistical Software version 14.10.2 (MedCalc Software bvba, Ostend, Belgium; http://www.medcalc.org; 2014).
The association between categorical variables was estimated by Fisher exact test for categorical binomial variables or by χ2 test for all other instances. Survival probability over time was estimated by the Kaplan–Meier method. Significant differences in the probability of survival between the strata were evaluated by log-rank test. Cox’s multiple regression analysis was used to assess the role of tumour sidedness, EGFR promoter methylation and EGFR GCN as prognostic factors adjusted for those variables resulted significant at univariate analysis. The Holm–Sidak correction18 was used to adjust the values for multiple comparisons. Other tested variables included gender (male vs female), median age (< 70 vs⩾70 years), ECOG performance status (0 vs ⩾1), previous lines for metastatic disease (1 vs 2).
For statistical analysis, overall survival (OS) was defined as the time interval between the date of beginning of cetuximab/irinotecan treatment and death or last follow-up visit for patients who were lost at follow-up, whereas progression-free survival (PFS) was defined as the interval between the date of beginning of cetuximab/irinotecan treatment to death, first sign of clinical progression or last follow-up visit for patients who were lost at follow-up.
Results
A total of eighty-eight RAS/BRAF wild type metastatic colorectal cancer patients treated with second-third-line irinotecan/cetuximab therapy were included in our analysis. Twenty-four patients (27%) had right sided colorectal cancer and 64 patients (73%) had left-sided colorectal cancer. EGFR GCN<2.12 was present in 32 colorectal tumours (36%), whereas the remaining 56 (64%) had EGFR GCN≥2.12. Forty-four patients (50%) showed EGFR gene promoter methylated tumours. EGFR promoter methylation and EGFR amplification are not mutually exclusive. Twenty-five patients (28.4%) presented both parameters.
Overall clinical and pathological patients’ characteristics were well balanced across different groups and are summarised in Table 1.
In the whole-group median OS (mOS) was 10 months (95% CI: 9.0 to 13.6 months), median PFS (mPFS) was 4 months (95% CI 3.6 to 6.2) and overall response rate (ORR) was 27.3%.
RSCC vs LSCC
Right-sided colon cancer were associated with reduced ORR (4.2% for RSCC vs 35.9% for LSCC, P=0.003); mPFS was 3 months (95% CI 2,9 to 3,5) for RSCC vs 6.75 months (95% CI: 5.8 to 7.7) for LSCC (HR: 2.7, P<0.0001) (Figure 1A).
RSCC patients also showd a dcreased OS: mOS was 8 months (95% CI: 4.0 to 8.9) vs 13.6 months (95% CI: 10.0 to 17.5) for RSCC vs LSCC (HR: 2.83, P<0.0001) (Figure 1B).
Epidermal growth factor receptor gene promoter methylation was more frequent in RSCC vs LSCC (respectively 95.8% vs 32.8%, P<0.0001). On the contrary EGFR GCN≥2.12 was less frequently observed in RSCRC vs LSCRC (respectively 16.7% vs 81.2%, P<0.0001).
EGFR GCN
Epidermal growth factor receptor GCN<2.12 was associated with a reduced ORR (6.2% for patients showing EGFR GCN<2.12 vs 39.3% for those showing EGFR GCN⩾2.12, P=0.0009) asnd with a shorter PFS and OS. PFS was 3.5 months (95% CI: 3.0 to 4.5) vs 6.5 months (95% CI: 3.9 to 8.0) HR: 1.98, P=0.0006 (Figure 2A) in patients with colorectal tumours showing EGFR GCN respectively<2.12 or ⩾2.12. Overall survival was 8.5 months (95%CI: 6.0–9.8) vs 14 months (95% CI: 11.0–18.0) for patients with colorectal tumours showing EGFR GCN<2.12 vs EGFR GCN⩾2.12 (HR: 2.59, P<0.0001) (Figure 2B).
EGFR methylation
Patients with EGFR-methylated tumours vs those with unmethylated tumours showed a reduced ORR (9.1% for methylated vs 45.5% for unmethylated tumours, P=0.0001). Median PFS was 3 months (95% CI: 2.5 to 3.2) vs 7.67 months (95% CI: 6.9 to 8.1), HR: 3.23, P<0.0001 (Figure 3A), and mOS was 8 months (95% CI: 4.0 to 8.9) vs 17 months (95% CI: 13.6–19.0) for patients with methylated vs unmethylated colorectal tumours, respectively (HR: 3.57, P<0.0001) (Figure 3B). All results have been also summarised in Table 2.
EGFR GCN ≥2.12 and EGFR unmethylated tumours
Among patients with EGFR GCN ⩾2.12 tumours, those with unmethylated tumours had a better survival: mOS was 18 months (95% CI: 17–19.5) for unmethylated vs 8.4 (95% CI: 6—9.8) for methylated tumours, HR 0.27, P<0.0001; mPFS was 8 months for unmethylated (95% CI: 7.6–9) vs 2.9 months for methylated tumours (95% CI: 2.0 to 4.0), HR: 0.31, P<0.0001. They showed also better ORR: it was 58% for unmethylated vs 16% for methylated tumours, P=0.001.
Multivariate analysis
At multivariate analysis, EGFR GCN and EGFR promoter methylation maintained their independent role for ORR (respectively P=0.0082 and P=0.0025), PFS (respectively Exp(b): 0.408, 95% CI: 0.2–0.8, P=0.0048 and Exp(b): 4.52, 95% CI: 2.5–8.1, P<0.0001) and OS (respectively Exp(b): 0.23, 95% CI: 0.1–0.5, P=0.0001 and Exp(b): 5.58. 95% CI: 2.8–11.1, P<0.0001).
On the contrary, tumour sidedness had not an independent role for median OS (Exp(b): 0.58, 95% CI: 0.2–1.3, P=0.20), PFS (Exp(b): 0.817, 95% CI: 0.4–1.7, P=0.60) or ORR (P=0.95).
Conclusion
When it was first proposed the suggestion that primary tumour location might represent a predictive factor for clinical outcome in metastatic CRC patients seemed bound to redefine the therapeutic strategy for these patients. This appeared particularly relevant for anti-EGFR therapy, which demonstrated an impressive activity profile in left-sided primary colorectal tumours and a substantial lack of efficacy in right-sided primary tumours even in presence of an all RAS wild-type mutational status. Nonetheless retrospective observations also suggested that primary tumour sidedness might just represent a surrogate factor substituting in fact for a comprehensive molecular characterisation (Lee et al, 2016b; Tejpar et al, 2016; Venook et al, 2016).
Our analysis confirmed that in RAS/BRAF wild-type colorectal cancer patients, primary tumour location correlated with clinical outcome during irinotecan/cetuximab treatment. Response rate, PFS and OS were in fact reduced in right-sided vs left sided tumours thus indicating that tumour sidedness should be considered among key decision factors in this setting.
As previously observed by other authors and our group, we also confirmed that EGFR GCN and EGFR gene promoter methylation were significantly able to influence clinical outcome in terms of ORR, PFS and OS in these patients (Moroni et al, 2005; Shia et al, 2005; Sartore-Bianchi et al, 2007; Sholl et al, 2007; Cappuzzo et al, 2008; Scartozzi et al, 2009; Scartozzi et al, 2011; Scartozzi et al, 2012). Even more interestingly at multivariate analysis, only EGFR GCN and EGFR gene promoter methylation maintained a significant role in determining clinical results, while primary tumour location failed to independently correlate with ORR, PFS or OS. Our data seemed then to suggest that a thorough knowledge of molecular, genetic and epi-genetic tumour characteristics, such as those that we investigated in our study, might overcome the relevance of primary tumour location as a predictive factor during anti-EGFR therapy.
In accordance with our findings, Lee et al showed that on the one hand RSCC was associated with inferior OS and PFS but on the other hand primary tumour sidedness was not a significant factor at multivariate analysis in 198 K-RAS wild-type metastatic colorectal cancer patients receiving anti-EGFR treatment (Lee et al, 2016b). The Authors concluded that tumour biology could explain better than primary tumour anatomical location, the different clinical behaviour during therapy directed against the EGFR. RSCC resulted in fact more frequently associated with BRAF mutations, hypermethylation and a distinct gene expression pattern intriguingly overlapping with the CMS 1 (Guinney et al, 2015; Lee et al, 2016b). In accordance with these findings in our series, EGFR gene promoter methylation was more frequently observed in right-sided primary tumours, whereas EGFR GCN≥2.12 was more frequent in left-sided primary tumours.
Unlike the study by Lee, the present analysis was not limited to K-RAS but also included H-RAS and BRAF mutational status, thus eliminating potential confounding factors linked to the beyond K-RAS group of mutations with a known predictive and prognostic role. In addition to a broader mutational spectrum, the patients’ population examined in our study was truly irinotecan-refractory. Clinical results especially in terms of response rate and PFS were therefore mainly attributable to the activity of cetuximab rather than to chemotherapy.
Unfortunately, although highly suggestive, several limitations prevent from a straightforward application of our findings into the clinical practice. This is in fact a retrospective study with a relatively small sample size that should be mostly considered hypothesis generating. Besides neither EGFR GCN nor EGFR gene promoter methylation is broadly available and standardised.
As long as these observations and those from other authors are not prospectively confirmed primary tumour location should remain a valid surrogate for the molecular profile of colorectal cancer and it should represent an important factor in the decision-making process particularly when an anti-EGFR therapy is anticipated on the basis of both RAS/BRAF mutational status and clinical indication. In patients with RAS/BRAF wild-type LSCRC, chemotherapy in combination with an anti-EGFR monoclonal antibody should then represent a preferred option. Whereas in RAS/BRAF wild-type RSCRC chemotherapy in combination with bevacizumab may be considered the option of choice. Nonetheless, the use of anti-EGFR therapy as a sequential alternative may still be relevant for RAS wild-type RSCRC failing first-line.
In conclusion, it is mandatory to prospectively design sequence trials that are stratified for side and at the same time conduct a parallel translational study to define the role of EGFR GCN and EGFR promoter methylation.
Further studies based also on the influence on outcome of previous and subsequent lines of therapy are needed.
Change history
25 July 2017
This paper was modified 12 months after initial publication to switch to Creative Commons licence terms, as noted at publication
References
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Demurtas, L., Puzzoni, M., Giampieri, R. et al. The role of primary tumour sidedness, EGFR gene copy number and EGFR promoter methylation in RAS/BRAF wild-type colorectal cancer patients receiving irinotecan/cetuximab. Br J Cancer 117, 315–321 (2017). https://doi.org/10.1038/bjc.2017.178
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DOI: https://doi.org/10.1038/bjc.2017.178
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