Literature DB >> 23175150

KRAS mutational status affects oxaliplatin-based chemotherapy independently from basal mRNA ERCC-1 expression in metastatic colorectal cancer patients.

M Basso1, A Strippoli, A Orlandi, M Martini, M A Calegari, G Schinzari, M Di Salvatore, T Cenci, A Cassano, L M Larocca, C Barone.   

Abstract

BACKGROUND: In this study, we evaluated the possibility that KRAS mutational status might be predictive of oxaliplatin (OXA) efficacy. We also explored the role of excision repair cross complementing group-1 (ERCC-1).
METHODS: Ninety anti-epidermal growth factor receptor-naive advanced colorectal cancer patients were retrospectively analysed. In all patients KRAS mutational status was assessed. In 60 patients mRNA ERCC-1 expression was also investigated. Response rate (RR) and progression-free survival (PFS) after FOLFOX-6±bevacizumab were evaluated according to KRAS status and mRNA ERCC-1 expression.
RESULTS: Among 90 patients 47% wild-type (wt) and 53% mutated (mt) KRAS tumours were found. Response rate was 26% in the wt KRAS group, whereas it was 56% in the mt KRAS group; the difference is statistically significant in the total sample (P=0.008) and when only patients receiving FOLFOX-6±bevacizumab as first-line are considered (P=0.01). Progression-free survival was longer in mt than in wt KRAS patients over all patients (10 vs 8 months, respectively, P=0.001) and in those treated as first-line (10 vs 8 months, respectively, P=0.0069). Mt KRAS patients experienced a longer survival (24 vs 18 months; P=0.01). ERCC-1 mRNA expression was not found to correlate with FOLFOX activity in our analysis.
CONCLUSION: Our results suggest that activating mutation of KRAS oncogene may predict response to OXA. Basal expression of ERCC-1 mRNA does not explain the high efficacy of FOLFOX-6 in mt KRAS patients.

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Year:  2012        PMID: 23175150      PMCID: PMC3553525          DOI: 10.1038/bjc.2012.526

Source DB:  PubMed          Journal:  Br J Cancer        ISSN: 0007-0920            Impact factor:   7.640


Cetuximab (CET) and panitumumab (PAN), anti-epidermal growth factor receptor (anti-EGFR) antibodies, are effective in the treatment of metastatic colorectal cancer both alone and in combination with chemotherapy (CT) (Cunningham ; Van Cutsem ; Bokemeyer ; Van Cutsem ; Douillard ; Peeters ). In an unselected population, the combination of an irinotecan (IRI)-based CT with an anti-EGFR antibody results in an increase in response rate (RR) and progression-free survival (PFS) compared with CT alone (Van Cutsem , Peeters ). On the other side, in the OPUS study the combination of oxaliplatin (OXA)-based CT with CET did not reach a statistically significant improvement of RR, although a trend toward a better outcome was recorded (46% vs 36% P=0.06); furthermore there was no difference in terms of PFS (Bokemeyer ). Nonetheless, in the OPUS study, when patients were retrospectively analysed according to KRAS gene mutational status, the addition of CET resulted in a significant benefit in terms of RR (61% vs 37% P=0.01) and PFS (7.7 vs 7.2 m; P=0.01) in patients with wild-type (wt) KRAS in comparison with those carrying an activating mutation of the same oncogene (Bokemeyer ). The same effect was observed with the combination of OXA-based CT and PAN (Douillard ). When OXA-based CT is combined with an anti-EGFR antibody, a detrimental effect has been reported in patients carrying an activating mutation of KRAS oncogene (Bokemeyer ; Douillard ). Moreover, in the OPUS study a trend toward an improved PFS was unexpectedly observed in mutated (mt) patients compared with wt KRAS patients treated with FOLFOX alone (Bokemeyer ). This advantage did not reach statistical significance (HR 1.404; P=0.16), but it is nonetheless interesting, given the exploratory nature of the analysis and the large number of patients censored. On the contrary, when FOLFIRI CT in combination with anti-EGFR antibodies is considered, no detrimental effect in mt KRAS patients has ever been registered, thus generating the hypothesis that the KRAS mutation might be relevant in the response to CT and, consequently, that the choice of backbone CT to combine with anti-EGFR antibodies may be influential. The scenario has recently become much more complex, as the combination of an OXA-based CT with CET has not improved RR and PFS even in wt KRAS patients in two large randomized studies (COIN and NORDIC trials) (Maughan ; Tveit ). Several hypotheses have been expressed about this topic, but it cannot be excluded that the lack of selection based on EGFR overexpression in these studies might have a role. Interestingly, retrospective analysis of a subset of EGFR-positive patients in the COIN study has shown a detrimental effect of the combination of OXA-based CT and CET as it has been observed in the OPUS study. The possibility that KRAS mutational status could affect response to standard CT was investigated in a retrospective analysis of a complex, three-arm, phase III study intended to evaluate the administration of different sequences of cytotoxic agents before targeted agents became available. No difference was found in overall survival (OS) between OXA- and IRI-based CT in wt or mt KRAS patients, but the results are controversial as most patients were exposed to all the drugs tested and the endpoint cannot distinguish the separate activity of each treatment (Seymour ; Richman ). We retrospectively analysed our series of patients affected by advanced CRC treated with first- or second-line FOLFOX-6, mainly in the years before anti-EGFR antibodies became available. Response rate in relation to KRAS mutational status was our primary endpoint. Progression-free survival and OS were secondary endpoints. For a subset of patients also immunohistochemistry data on EGFR expression were retrieved. Following preliminary results of other authors (Shirota ), we considered the possibility that response to OXA in advanced CRC might be influenced by expression of the excision repair cross complementing group-1 (ERCC-1), a pathway also involved in KRAS mutagenesis (Yang ). We therefore included in our study the determination of ERCC-1 expression, using real-time PCR (RT–PCR).

Patients and methods

Patients

Clinical records of patients affected by metastatic CRC and treated at our institution before anti-EGFR antibodies were introduced between May 2006 and April 2009 were reviewed. All patients had undergone to colorectal surgery, so normal colonic mucosa was available in addition to tumour tissue. Eligibility criteria included as follows: FOLFOX-6 regimen as first- or second-line therapy, no anti-EGFR treatment, availability of stored tissue sample sufficient for quality-controlled mutation analysis, evaluation of response according to the RECIST criteria, no serious concomitant illness (uncontrolled hypertension, recent myocardial infarction, unstable angina, grade ≥2 New York Heart Association heart disease, uncontrolled diabetes, renal or liver failures), which could have affected treatment duration or survival. Concomitant treatment with bevacizumab was not considered an exclusion criteria. Only patients who were given computerised tomography at regular intervals, not longer than 3 months, were considered. Patients who received adjuvant FOLFOX-4 CT were excluded. Consent for CT was obtained by all patients; separate consent for the molecular analysis was obtained by the patient or, in case of death, by his relatives. All eligible patients were consecutively included.

KRAS assessment

Tumour was identified in haematoxylin- and eosin-stained sections of formalin-fixed, paraffin-embedded archivial blocks. DNA was extracted by 5 μm sections of paraffin-embedded tissue, containing 70% tumour at least, using the QIAamp DNA mini Kit (Qiagen, Milan, Italy). KRAS codons 12 and 13 were amplified in one PCR; KRAS codon 61 was amplified separately. Thermal cycling conditions were: 95 °C for 12 min followed by 40 cycles of 95 °C for 10 s, 55 °C for 20 s and 72 °C for 20 s. PCR conditions were as follows: primer concentration 200 nmol l−1, MgCl2 concentration 2 mmol l−1; 30 ng of genomic DNA and 12.5 μl of Eppendorf Prime mastermix (Eppendorf, Milan, Italy) in a final reaction volume of 25 μl. PCR products were electrophoresed in a 2.5% agarose gel, stained with ethidium bromide and visualised under UV light. Thereafter, 5 μl of PCR product was treated with ExoSAP-IT (GE Healthcare, Milan, Italy) following the manufacturer’s protocol, amplified with the BigDye Terminator version 3.1 cycle sequencing kit (Applied Biosystems, Milan, Italy) using the same primers of the amplification, and sequenced with an ABI PRISM 3100-Avant Genetic Analyser (Applied Biosystems).

mRNA extraction and ERCC-1 expression

After being deparaffined, three 10-μm slides were digested overnight at 55 °C in 200 μl of TENS 1 × (10 mℳ Tris pH 7.4, 10 mℳ EDTA, 100 mℳ NaCl and 1% SDS) with 100 mg ml−1 proteinase K, and RNA was then extracted by the RNAsi mini kit (Qiagen), following the manufacturer’s protocol. We assessed the quantity and quality of the RNA spectrophometrically (E260, E260/E280 ratio, spectrum 220–320 nm; Biochrom, Cambridge, UK) and by separation on an Agilent 2100 Bioanalyzer (Palo Alto, CA, USA). RNA was treated with RQ1 RNase-Free DNase (Promega, Milan, Italy) and concentrations of the various samples were determined by spectrophotometer. The amplification and quantification of ERCC-1 mRNA and ACTB mRNA (taken as the internal reference gene) were performed using the iScript one-step RT–PCR kit for probes (Bio-Rad, Milan, Italy) following the manufacturer’s protocol. The sequences of the primers and probes used are as follows: for ERCC-1, forward 5′-GGGAATTTGGCGACGTAATTC-3′, reverse 5′-GCGGAGGCTGGAACAG-3′, probe (FAM)-5′-CACAGGTGCTCTGCCCAGCACATA-3′(TAMRA); for ACTB, forward 5′-TGAGCGCGGCTACAGCTT-3′, reverse 5′-TCCTTAATGTCAGCACGATTT-3′, probe (FAM)-5′-ACCACCACGGCCGAGCGG-3′(TAMRA). All primers were used to study intron spanning to avoid contamination with genomic DNA. Thermocycler conditions were as follows: 50 °C to 10 min and 95 °C for 5 min, followed by 40 cycles at 95 °C for 15 min and 60 °C for 35 min. The relative levels of expression of the target gene (ERCC-1), compared with the internal reference gene (ACTB), were expressed as 2-ΔCt, where ΔCt is the difference between two absolute measurements: the value of Ct (cycle threshold at which the fluorescence curve reaches an exponential) of the interest gene and the value of Ct internal reference gene (ACTB). We performed the ERCC-1 expression on tumour and normal colonic mucosa of each patient and in colonic mucosa of 30 healthy controls. Relative mRNA expression (tumour/normal ratio) was calculated as (ERCC-1/β-actin in tumour)/(ERCC-1/β-actin in paired normal tissue). Excision repair cross complementing group-1 mRNA expression did not show a statistically significant difference in three different measurements. We found that the median of relative ERCC-1 expression was 6.21 × 10−3 (range, from 0.18 to 220.67)±45.51. This value was established as the cutoff value for ERCC-1 expression. In addition, we found that ERCC-1 mRNA expression in the colonic mucosa of 30 healthy controls was not significantly different to the ERCC-1 expressed in normal colonic mucosa of patients. Each assay was performed in triplicate and data were processed using the CFX96 optical system software (Bio-Rad).

Endpoint of the study

This was a retrospective study. As OS is generally influenced by many factors (molecular markers, previous and subsequent lines of therapy, etc.) and PFS could differ if the interval for radiological assessment for progression is not prescheduled, we selected objective RR as our primary endpoint, calculated as the sum of observed complete and partial responses. Patients experiencing stable disease (SD) or progression were classified as non-responders. Responses were evaluated in accordance with the RECIST guidelines and were assessed by investigators who at the time of data collection were blinded to KRAS mutational status. Progression-free survival and OS were chosen as secondary endpoints. Progression-free survival was calculated from the start of FOLFOX regimen until clinical or radiological progression, second colorectal primary, death from any cause or last follow-up. Overall survival was calculated from the start of FOLFOX regimen to death due to any cause.

Statistical analysis

We assumed a KRAS mutation rate of about 50% (45–55%). Considering that the RR of OXA-based CT in KRAS non-selected patients is about 40% and that in the OPUS study RR was 61% among mt KRAS patients and 37% among wt KRAS patients, we postulated an absolute difference of 30% in RR between mt and wt KRAS patients (60% vs 30%). To demonstrate this difference with a study power of 80%, a sample size of at least 40 patients per group was required. Progression-free survival and OS were estimated using the Kaplan–Meier method. Differences in the distribution of categorical variables were assessed using Pearson’s χ test. Cox multiple regression analysis for PFS and OS was used to assess the role of variables that resulted to be significant at univariate analysis. Tested variables included gender (male vs female), age (<65 vs ≥65 years), grade of tumour differentiation (well vs moderately differentiated and undifferentiated), number of metastatic sites (<2 vs ≥2), PS (ECOG; 0 vs ≥1) and KRAS status (KRAS wt vs KRAS mt). The significance level was set at P 0.05 for each test. Statistical analysis was carried out using SPSS package version 15 (SPSS Inc., Chicago, IL, USA). As there are no data concerning the relationship between KRAS mutational status and ERCC-1 expression, all statistical analyses of ERCC-1 should be considered exploratory.

Results

Patients’ characteristics

Patients’characteristics are summarised in Table 1. In this study, we included 90 patients whose stored tumour samples contained sufficient quality/quantity DNA for the mutation frequency analysis. In 60 of these patients, the material was also sufficient for ERCC-1 determination by PCR. In 68 out of 90 (75%) patients, data concerning EGFR were also available. Using a cutoff point of 1%, 56 out of 68 (82% 28 out of 38 mt KRAS and 28 out of 30 wt KRAS) of our patients were EGFR-positive, whereas with a cutoff point of 10%, 22 out of 68 (32% 14mt KRAS and 8 wt KRAS) of our patients were EGFR-positive.
Table 1

Patient characteristics (n 90)

  Wt KRAS (42 patients 47%)
 
Characteristics No./total % Mt KRAS (48 patients, 53%)
Gender
 M26/426230/4862
 F16/423818/4838
Median age 64 62 
     
Tumour site
 Right colon11/422613/4827
 Trasversum1/4232/485
 Descending colon3/4276/4812
 Sigmoid—rectum27/426427/4856
     
Metastatic sites
 Liver35/428338/4880
 Lung17/424021/4844
 Lymphonodes5/42128/4817
 Peritoneum6/42147/4815
 Other4/42102/484
     
FOLFOX
 First line22/425227/4856
 Second line20/424821/4844
     
PS (ECOG)
 033/427839/4881
 19/42228/4817
 20/4201/482
Synchronous metastases 34/428036/4875
Metachronuos metastases 8/422012/4825
Median time to relapse (m)32 29 
Surgery for primary tumour 39/429344/4891
Adjuvant CT (5-FU+folinic acid) 7/42165/4810
     
Third- and forth-line CT
Capecitabine7/421627/4856
Anti-EGFR therapies18/42433/486
     
EGFR expression (68 patients; cutoff point 1%)
 Overexpression28/309328/3873
 Underexpression2/30710/3827

Abbreviations: CT=chemotherapy; ECOG=Eastern Cooperative Oncology Group; EGFR=epidermal growth factor receptor; F=female; FOLFOX=fluorouracil, leucovorin and oxaliplatin; FU=fluorouracil; M=male; Mt=muatted; PS=performance status; Wt=wild type.

At the beginning of treatment all patients were in good physical condition with performance status 0–1. Forty-two (47%) and forty-eight (53%) patients had wt and mt KRAS tumours, respectively. Median age was similar in both groups, 64 in wt KRAS and 62 in mt KRAS patients. Most patients were males, with similar gender distribution in the two groups. More than 90% of patients in both groups underwent surgery for primary tumour. As patients receiving adjuvant FOLFOX-4 were excluded, most of our patients had synchronous metastases (80% among wt KRAS and 75% among mt KRAS patients, respectively). Twenty-two of forty-two wt KRAS patients received FOLFOX-6 as first-line therapy (two of them received concomitant bevacizumab) and 20 patients received it as second-line treatment (one with concomitant bevacizumab). In the mt KRAS population, 27 and 21 out of 48 patients received FOLFOX-6 as first-line and second-line treatment, respectively, three patients received concomitant bevacizumab in front-line. Patients treated with FOLFOX-6 as second-line had received FOLFIRI in first-line.

Chemotherapy activity according to KRAS mutational status

In wt KRAS patients, we observed one CR, 10 PR (RR 26%, 95% CI: 10.9–36.7), 19 SDs and 12 progressive diseases (PD). In mt KRAS patients two CR, 25 PR (RR 56%, 95% CI: 38.6–66.2), 14 SD and 7 PD were recorded. Response rate was significantly higher in mt than in wt KRAS patients (HR: 2.148, 95% CI: 1.222–3.781; P=0.008; Table 2). Although the value of subgroups analysis is influenced by small sample size, a significantly higher RR (70% vs 27%) in favour of mt patients was also seen in patients receiving FOLFOX-6 as first-line therapy (HR: 2.580, 95% CI: 1.250–5.327; P=0.01). In patients treated with FOLFOX-6 as second-line therapy the trend towards a higher RR in the mt subgroup (38% vs 25% HR: 1.524, 95% CI: 0.598–3.880; P=0.37) was not significant.
Table 2

Chemotherapy activity according to mutational status

Characteristics (no.) RR no (%) PFS (m) OS (m)
KRAS wt (42)11 (26)818
KRAS mt (48)27 (56)1024
 P=0.008P=0.001P=0.01
    
First line
 KRAS wt (22)6 (27)818
 KRAS mt (27)19 (70)1029
 P=0.001P=0.006P=0.01
    
Second line
 KRAS wt (20)5 (25)8
 KRAS mt (21)8 (38)8
 P=0.375P=0.067

Abbreviations: mt=mutated; OS=overall survival; PFS=progression-free survival; RR=response rate; wt=wild type.

In the whole population, median PFS was 10 and 8 months in mt and wt KRAS patients, respectively (HR 1.645, 95% CI: 1.161–3.030; P=0.01; Figure 1). The difference in favour of mt KRAS patients remained significant in the subgroup of patients who received FOLFOX-6 as first-line treatment (10 vs 8 months; HR 1.999, 95% CI: 1.296–5.109; P=0.0069; Figure 2), whereas it was not significant in the subgroup who received this treatment as second-line therapy (Figure 3).
Figure 1

Chemotherapy activity (PFS) according to KRAS mutational status (whole population).

Figure 2

Chemotherapy activity (PFS) according to KRAS mutational status (first line).

Figure 3

Chemotherapy activity (PFS) according to KRAS mutational status (second line).

Median OS of wt KRAS patients was 18 months, whereas it was 24 months for mt KRAS patients (HR 1.64, 95% CI: 1.13–2.89; P 0.01). Among patients receiving FOLFOX as front-line CT, median OS of wt KRAS patients was 18 months, whereas it was 29 months for mt KRAS patients (HR 1.9, 95% CI: 1.21–4.54; P 0.01). Among the other clinical variables considered, median PFS and OS were significantly improved in PS (ECOG) <1 patients and in patient with <2 metastatic sites both in the whole population and first-line population. At multivariate analysis (KRAS status, PS and number of metastatic sites), KRAS mt status maintained an independent prognostic value in first-line population (PFS P=0.02; OS P=0.03), whereas in the whole population it remained an independent prognostic variable only when OS was considered (OS P=0.03; PFS P=0.08).

Chemotherapy activity according to ERCC-1 expression

According to the cutoff value, the ERCC-1 gene was overexpressed in 30 out of 60 patients, 16 of whom were mt. This means that the distribution of patients with over and underexpression of ERCC-1 is similar in mt and wt KRAS subgroups. The efficacy of FOLFOX-6 was no different in patients with higher ERCC-1 levels from those with low levels of the gene. Response rate was 53% (95% CI: 35.5–71.2) and 40% (95% CI: 22.5–57.5) in patients overexpressing ERCC-1 in comparison with those underexpressing the ERCC-1 gene, respectively (HR: 1.333, 95% CI: 0.768–2.314; P=0.307); PFS was 9 and 8.5 months, respectively (HR 1.094, 95% CI: 0.633–1.950; P=0.71). In ERCC-1 overexpressing patients, however, RR was higher in mt than in wt patients (40% vs 13%, respectively, HR: 3.000, 95% CI: 1.090–8.254; P=0.033); PFS was also longer in the same group of patients (10 vs 8 months; HR 2.231; 95% CI: 1.299–8.251; P=0.01; Table 3). A similar, though not significant, trend was observed in patients underexpressing ERCC-1.
Table 3

Chemotherapy activity according to ERCC-1 expression

Characteristics (no.) RR no. (%) PFS (m)
Overexpression ERCC (30 patients) 16 (53)*
 KRAS wt (14 patients)4 (13)ˆ8Δ
 KRAS mt (16 patients)12 (40)ˆ10Δ
 =0.03ΔP=0.01
Underexpression ERCC-1 (30 patients) 12 (40)*8.5°
 KRAS wt3 (10)8
 KRAS mt9 (30)10
 P=0.06P=0.06

Abbreviations: ERCC-1=excision repair cross complementing group-1; RR=response rate; PFS=progression-free survival; wt=wild type; mt=mutated.

*P=0.30, °P=0.71.

Discussion

In mt KRAS patients, the combination of an anti-EGFR antibody and FOLFOX has consistently achieved worse results than FOLFOX alone in some phase II and phase III studies, whereas the same observations are not found when the CT administered is FOLFIRI. (Bokemeyer ; Douillard ). This unexpected observation has prompted suggestions that there may be a detrimental effect of anti-EGFR antibodies on OXA activity in the presence of KRAS mutation. Moreover, following two large phase III studies (NORDIC and COIN) in which the combination of OXA-based regimens with CET failed to improve PFS and OS, the idea that the combination of an anti-EGFR antibody with OXA is not the best schedule for advanced colorectal cancer patients is gaining ground (Maughan ; Tveit ). The reason for this supposed negative interaction is not clear. The extent of the interaction, however, cannot be assessed if the activity of OXA (without an anti-EGFR) in different mutational conditions is not established. In a previous retrospective analysis of a large phase III study other authors reported that KRAS mutational status does not influence OS (Richman ). However, in this study patients in both arms were sequentially exposed to all cytotoxic drugs and >50% received post study treatment, so that OS does not seem an appropriate endpoint to evaluate the impact of OXA-based CT on patients with different mutational status. In our series of patients not treated with any anti-EGFR antibody, we found a significantly higher RR and PFS in mt than in wt KRAS patients. The advantage is more evident in patients who received FOLFOX-6 as first-line treatment than in those who received it as second-line therapy, but it is sufficiently large to suggest a benefit for mt KRAS patients, even if our results refer to a small retrospective series. The reason for the lack of significance in second-line therapy might be simply related to the low number of patients, but the possibility that molecular changes associated with disease progression might have a role cannot be excluded. Although retrospective, this is the first report analysing activity of FOLFOX-6 in relation to KRAS mutational status and showing a longer survival in mt KRAS patients in comparison with wt KRAS patients. The benefit is statistically significant in univariate, as well as in multivariate analysis, but it needs to be confirmed in larger series of patients, as it is in contrast with other reports. Actually, the prognostic role of KRAS mutation is not clear, as the only study evaluating the impact of KRAS mutational status on OS in patients eligible for best supportive care alone failed to demonstrate any prognostic role (Karapetis ). On the other hand, all observations suggesting a poorer survival for mt compared with wt KRAS patients result from large studies in which mt KRAS patients also received anti-EGFR therapies (Bokemeyer ; Douillard ; Maughan ; Tveit ). In vitro studies suggest that the repair of OXA-induced DNA damage has an important role in resistance to platinum derivatives (Shellard ; Reed ; Altaha ). The NER pathway is mainly involved in this process, in which the endonuclease encoded by the ERCC-1 gene is the rate-limiting step (Hanawalt ; Rosell ; Li ). In several studies on different tumours, the overexpression of ERCC-1 has been related to resistance to platinum-based therapy (Ferry ; Britten ; Cobo ; Breen ; Benhar ). It has also been shown that CET may potentiate the effect of OXA in responsive tumour cell lines by downregulating NER-related mechanisms involved in resistance and promoting apoptosis (Balin-Gauthier ). Based on these observations, we evaluated whether different sensitivity to OXA of mt and wt KRAS patients might depend on a different ERCC-1 expression in relation to KRAS mutational status; we also investigated the difference in OXA activity between patients with an overexpression of ERCC-1 and those without. We found that KRAS mutational status did not affect the basal level of mRNA ERCC-1 expression; despite the small size of the sample, however, in ERCC-1 overexpressing patients RR and PFS were significantly higher in mt KRAS patients, whereas this difference did not reach statistical significance in patients with mRNA ERCC-1 underexpression. This apparently surprising results might indicate that in patient with constitutive higher sensitivity to OXA (low ERCC-1) the role of KRAS mutational status becomes less important when compared with patients with a constitutively reduced sensitivity to OXA (high ERCC-1). Even if our clinical data come from a small-sized sample, they suggest that the basal level of ERCC-1 is not related to OXA efficacy, but anyway it may have a role. In fact, in vitro preliminary results from our group support the possibility of an interaction between KRAS mutational status, OXA efficacy and ERCC-1 expression, as mt KRAS cells are not able to overexpress ERCC-1 in response to OXA therapy when compared with wt KRAS cells (Orlandi ). On the other hand, ERCC-1 in response to OXA is positively regulated by EGFR in wt KRAS cells (Balin-Gauthier ). Taken together with inability of mt KRAS cells to overexpress ERCC-1 in response to OXA, this suggests that in wt KRAS patients response to OXA-based therapy would be poorer when EGFR is overexpressed whereas it is unlikely to occur in mt KRAS patients. In the control arm of COIN, NORDIC and PRIME trials, the RRs to OXA-based CT were 57%, 47% and 48% in wt KRAS patients, whereas it were 46%, 40% and 40% in mt KRAS patients, respectively. Although differences were not statistically significant, they converge toward a trend opposite to results of our study. The inverse relationship between efficacy of OXA-based therapy and EGFR overexpression, above hypothesised, might explain the high RR to OXA-based CT in the control arm of COIN and NORDIC trials, as patients in these studies were not selected for EGFR overexpression. The lack of this kind of selection might also account for the difference in RR of wt and mt KRAS patients between COIN, NORDIC, and PRIME trials and our study. In conclusion, our study suggests that KRAS mutational status might be a predictive biomarker of response to OXA-based CT. Other studies are needed to identify subgroups with different RR and/or prognosis among mt KRAS patients treated with OXA-based combination therapy; this is particularly important in some clinical settings as conversion therapy. Basal ERCC-1 expression is not related to KRAS mutation, but the possibility that the enzyme might be poorly induced by OXA in mt tumors cannot be excluded.
  25 in total

1.  Randomized, phase III trial of panitumumab with infusional fluorouracil, leucovorin, and oxaliplatin (FOLFOX4) versus FOLFOX4 alone as first-line treatment in patients with previously untreated metastatic colorectal cancer: the PRIME study.

Authors:  Jean-Yves Douillard; Salvatore Siena; James Cassidy; Josep Tabernero; Ronald Burkes; Mario Barugel; Yves Humblet; György Bodoky; David Cunningham; Jacek Jassem; Fernando Rivera; Ilona Kocákova; Paul Ruff; Maria Błasińska-Morawiec; Martin Šmakal; Jean-Luc Canon; Mark Rother; Kelly S Oliner; Michael Wolf; Jennifer Gansert
Journal:  J Clin Oncol       Date:  2010-10-04       Impact factor: 44.544

2.  Randomized phase III study of panitumumab with fluorouracil, leucovorin, and irinotecan (FOLFIRI) compared with FOLFIRI alone as second-line treatment in patients with metastatic colorectal cancer.

Authors:  Marc Peeters; Timothy Jay Price; Andrés Cervantes; Alberto F Sobrero; Michel Ducreux; Yevhen Hotko; Thierry André; Emily Chan; Florian Lordick; Cornelis J A Punt; Andrew H Strickland; Gregory Wilson; Tudor-Eliade Ciuleanu; Laslo Roman; Eric Van Cutsem; Valentina Tzekova; Simon Collins; Kelly S Oliner; Alan Rong; Jennifer Gansert
Journal:  J Clin Oncol       Date:  2010-10-04       Impact factor: 44.544

Review 3.  Platinum-DNA adduct, nucleotide excision repair and platinum based anti-cancer chemotherapy.

Authors:  E Reed
Journal:  Cancer Treat Rev       Date:  1998-10       Impact factor: 12.111

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

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

5.  K-ras mutations and benefit from cetuximab in advanced colorectal cancer.

Authors:  Christos S Karapetis; Shirin Khambata-Ford; Derek J Jonker; Chris J O'Callaghan; Dongsheng Tu; Niall C Tebbutt; R John Simes; Haji Chalchal; Jeremy D Shapiro; Sonia Robitaille; Timothy J Price; Lois Shepherd; Heather-Jane Au; Christiane Langer; Malcolm J Moore; John R Zalcberg
Journal:  N Engl J Med       Date:  2008-10-23       Impact factor: 91.245

6.  Fluorouracil, leucovorin, and oxaliplatin with and without cetuximab in the first-line treatment of metastatic colorectal cancer.

Authors:  Carsten Bokemeyer; Igor Bondarenko; Anatoly Makhson; Joerg T Hartmann; Jorge Aparicio; Filippo de Braud; Serban Donea; Heinz Ludwig; Gunter Schuch; Christopher Stroh; Anja H Loos; Angela Zubel; Piotr Koralewski
Journal:  J Clin Oncol       Date:  2008-12-29       Impact factor: 44.544

7.  Cetuximab and chemotherapy as initial treatment for metastatic colorectal cancer.

Authors:  Eric Van Cutsem; Claus-Henning Köhne; Erika Hitre; Jerzy Zaluski; Chung-Rong Chang Chien; Anatoly Makhson; Geert D'Haens; Tamás Pintér; Robert Lim; György Bodoky; Jae Kyung Roh; Gunnar Folprecht; Paul Ruff; Christopher Stroh; Sabine Tejpar; Michael Schlichting; Johannes Nippgen; Philippe Rougier
Journal:  N Engl J Med       Date:  2009-04-02       Impact factor: 91.245

Review 8.  Excision repair cross complementing-group 1: gene expression and platinum resistance.

Authors:  Ramin Altaha; Xiaobing Liang; Jing Jie Yu; Eddie Reed
Journal:  Int J Mol Med       Date:  2004-12       Impact factor: 4.101

9.  Addition of cetuximab to oxaliplatin-based first-line combination chemotherapy for treatment of advanced colorectal cancer: results of the randomised phase 3 MRC COIN trial.

Authors:  Timothy S Maughan; Richard A Adams; Christopher G Smith; Angela M Meade; Matthew T Seymour; Richard H Wilson; Shelley Idziaszczyk; Rebecca Harris; David Fisher; Sarah L Kenny; Edward Kay; Jenna K Mitchell; Ayman Madi; Bharat Jasani; Michelle D James; John Bridgewater; M John Kennedy; Bart Claes; Diether Lambrechts; Richard Kaplan; Jeremy P Cheadle
Journal:  Lancet       Date:  2011-06-05       Impact factor: 79.321

10.  Cetuximab potentiates oxaliplatin cytotoxic effect through a defect in NER and DNA replication initiation.

Authors:  D Balin-Gauthier; J-P Delord; M-J Pillaire; P Rochaix; J-S Hoffman; R Bugat; C Cazaux; P Canal; B C Allal
Journal:  Br J Cancer       Date:  2008-01-08       Impact factor: 7.640

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  16 in total

1.  KRAS codon 12 and 13 mutations in relation to disease-free survival in BRAF-wild-type stage III colon cancers from an adjuvant chemotherapy trial (N0147 alliance).

Authors:  Harry H Yoon; David Tougeron; Qian Shi; Steven R Alberts; Michelle R Mahoney; Garth D Nelson; Suresh G Nair; Stephen N Thibodeau; Richard M Goldberg; Daniel J Sargent; Frank A Sinicrope
Journal:  Clin Cancer Res       Date:  2014-03-31       Impact factor: 12.531

2.  Predictive value of ERCC1, ERCC2, ERCC4, and glutathione S-Transferase Pi expression for the efficacy and safety of FOLFIRINOX in patients with unresectable pancreatic cancer.

Authors:  Shun Tezuka; Makoto Ueno; Satoshi Kobayashi; Manabu Morimoto; Shinichi Ohkawa; Akane Hirotani; Yuichiro Tozuka; Satoshi Moriya; Yoshiyasu Nakamura; Yohei Miyagi; Makoto Sugimori; Shin Maeda
Journal:  Am J Cancer Res       Date:  2018-10-01       Impact factor: 6.166

3.  MODUL-a multicenter randomized clinical trial of biomarker-driven maintenance therapy following first-line standard induction treatment of metastatic colorectal cancer: an adaptable signal-seeking approach.

Authors:  Hans-Joachim Schmoll; Dirk Arnold; Aimery de Gramont; Michel Ducreux; Axel Grothey; Peter J O'Dwyer; Eric Van Cutsem; Frank Hermann; Ivan Bosanac; Belguendouz Bendahmane; Christoph Mancao; Josep Tabernero
Journal:  J Cancer Res Clin Oncol       Date:  2018-04-11       Impact factor: 4.553

4.  ERCC1 and TS Expression as Prognostic and Predictive Biomarkers in Metastatic Colon Cancer.

Authors:  Michel B Choueiri; John Paul Shen; Andrew M Gross; Justin K Huang; Trey Ideker; Paul Fanta
Journal:  PLoS One       Date:  2015-06-17       Impact factor: 3.240

5.  Oxaliplatin-based chemotherapy is more beneficial in KRAS mutant than in KRAS wild-type metastatic colorectal cancer patients.

Authors:  Yu-Lin Lin; Yi-Hsin Liang; Jia-Huei Tsai; Jau-Yu Liau; Jin-Tung Liang; Been-Ren Lin; Ji-Shiang Hung; Liang-In Lin; Li-Hui Tseng; Yih-Leong Chang; Kun-Huei Yeh; Ann-Lii Cheng
Journal:  PLoS One       Date:  2014-02-04       Impact factor: 3.240

6.  Efficacy of bevacizumab and chemotherapy in the first-line treatment of metastatic colorectal cancer: broadening KRAS-focused clinical view.

Authors:  Beatrix Bencsikova; Zbynek Bortlicek; Jana Halamkova; Lenka Ostrizkova; Igor Kiss; Bohuslav Melichar; Tomas Pavlik; Ladislav Dusek; Dalibor Valik; Rostislav Vyzula; Lenka Zdrazilova-Dubska
Journal:  BMC Gastroenterol       Date:  2015-03-24       Impact factor: 3.067

7.  ERCC1 Induction after Oxaliplatin Exposure May Depend on KRAS Mutational Status in Colorectal Cancer Cell Line: In Vitro Veritas.

Authors:  A Orlandi; M Di Salvatore; C Bagalà; M Basso; A Strippoli; F Plastino; M A Calegari; A Cassano; A Astone; C Barone
Journal:  J Cancer       Date:  2015-01-01       Impact factor: 4.207

8.  Excision Repair Cross-complementation Group 1 is a Prognostic Biomarker in Patients with Colorectal Cancer Receiving Chemotherapy.

Authors:  Mu-Xing Li; Xin-Yu Bi; Hong Zhao; Zhen Huang; Yue Han; Dong-Bin Zhao; Jian-Jun Zhao; Jian-Qiang Cai
Journal:  Chin Med J (Engl)       Date:  2016-03-05       Impact factor: 2.628

Review 9.  Rechallenge therapy and treatment holiday: different strategies in management of metastatic colorectal cancer.

Authors:  Giuseppe Tonini; Marco Imperatori; Bruno Vincenzi; Anna Maria Frezza; Daniele Santini
Journal:  J Exp Clin Cancer Res       Date:  2013-11-18

10.  KRAS-mutated plasma DNA as predictor of outcome from irinotecan monotherapy in metastatic colorectal cancer.

Authors:  K G Spindler; A L Appelt; N Pallisgaard; R F Andersen; A Jakobsen
Journal:  Br J Cancer       Date:  2013-11-21       Impact factor: 7.640

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