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Molecular and Clinical Oncology logoLink to Molecular and Clinical Oncology
. 2014 Oct 27;3(1):179–184. doi: 10.3892/mco.2014.448

Association between specific KRAS mutations and the clinicopathological characteristics of colorectal tumors

HILMI KODAZ 1,, ILHAN HACIBEKIROGLU 1, BULENT ERDOGAN 1, ESMA TURKMEN 1, HILMI TOZKIR 2, DOGAN ALBAYRAK 3, SERNAZ UZUNOGLU 1, IRFAN CICIN 1
PMCID: PMC4251110  PMID: 25469291

Abstract

The aim of this study was to investigate the clinicopathological characteristics and distribution by tumor localization of KRAS point mutations in metastatic colorectal cancer. A total of 189 patients diagnosed with colorectal cancer between 2007 and 2014, who were either metastatic at the time of diagnosis or developed metastasis subsequently, were included in this study. KRAS mutation analysis was performed in the primary tumor tissues and KRAS mutations were identified in 47.6% of the patients. There was a high frequency of the p.G13D point mutation in left-colon tumors (P=0.011), while the p.G12D point mutation was more frequent in right-colon tumors (P=0.004). KRAS wild-type frequency (P=0.02) was higher among patients aged <40 years. A comparison of codon 12 and 13 mutations revealed that codon 12 mutations were more common in the >50-year-old group (P=0.03) and codon 13 mutations were more common in the <70-year-old group (P=0.04). KRAS wild-type tumors were localized in the right colon (P=0.005) and tumors with the p.G13D point mutation (P=0.018) were diagnosed at non-metastatic stages. In conclusion, KRAS point mutations in colorectal cancer exhibited a heterogeneous distribution in terms of tumor localization. In addition, the p.G13D point mutation was found to differ from other mutations in several aspects.

Keywords: specific KRAS mutation, colorectal cancer, tumor location

Introduction

The estimated cancer-related mortality rate in Europe for 2014 is >1.3 million, with 7–10% of the cases expected to be due to colorectal cancer (1). The recent developments in colon cancer treatment have increased the need for genetic markers. The RAS oncogene controls numerous cellular functions, including cellular proliferation, apoptosis, migration and differentiation (2). The prevalence of mutant RAS gene is 90% in pancreatic cancer (3), 35% in lung cancer (4), 30–60% in colon cancer (5,6) and 55% in thyroid cancer (4). RAS and Kirsten RAS (KRAS) mutations are present in 30 and 21.6% of all cancers, respectively (7). Recent studies reported that the RAS oncogene may be of predictive and prognostic value (8). KRAS mutation frequency in colon cancer differs by ethnicity and geography (911). We analyzed our patients' data to define the association of clinicopathological characteristics and tumor localization with KRAS point mutations in metastatic colorectal cancer.

Materials and methods

Patient characteristics

A total of 189 patients diagnosed with colorectal cancer between 2007 and 2014, who were either metastatic at the time of diagnosis (n=93) or developed metastasis subsequently (n=96), were included in this study. Demographic and clinical characteristics, including age, gender, anatomical location of tumor, histology of the tumor, lymphovascular invasion and number of the involved lymph nodes, were obtained from patient records.

KRAS mutation analysis

DNA was isolated from the primary tumor tissues of all the patients with the QIAamp® DNA FFPE Tissue kit (Qiagen, Hilden, Germany). Therascreen® KRAS Pyro kit (Qiagen) was used for KRAS analysis. The KRAS point mutation status was analyzed with PyroMark Q24 software system (Qiagen).

Statistical analysis

The association between non-parametric variables was assessed with the Chi-square test. Parametric variables were compared with the independent samples t-test. P<0.05 was considered to indicate a statistically significant difference.

Results

Patients

A total of 189 metastatic colorectal cancer patients were included in this study. Of those patients, 122 (64.6%) were male. The median age of the patients was 61 years (27–81 years) and 93 patients (49.2%) were metastatic at the time of diagnosis.

Mutation distribution

A total of 99 patients (52.4%) were KRAS wild-type and 90 (47.6%) were KRAS mutant. Of the 122 male and 67 female patients, 56 (45.9%) and 34 (50.7%), respectively, were KRAS mutant. The most common mutation site was exon 2 (n=84, 93.3%), followed by exon 3 (n=5, 5.6%) and multiple mutations (n=1, 1.1%). Exon 2 mutations were present in 54 of the male (96.4%) and 30 of the female (88.2%) patients. Codon 12 mutations (n=66, 73.3%) were the most common of exon 2 mutations, whereas codon 13 mutations were less common (n=18, 20%) (Table I). The p.G12D point mutation was the most common of codon 12 mutations (42.4%), followed by p.G12V (34.8%). The p.G12R point mutation was the least frequently observed in codon 12 (Table II). Two (40%) of the male and 3 (60%) of the female patients had exon 3 mutations.

Table I.

Patient characteristics.

KRAS status Mutant patients


Patients Wild-type Mutant Codon 12 Codon 13 Codon 61 Multiple







Characteristics No. % No. % No. % No. % No. % No. % No. %
All 189 100.0 99 52.4 90 47.6 66 73.3 18 20.0 5 5.6 1 1.1
Gender
  Male 122 64.6 66 54.1 56 45.9 41 73.2 13 23.2 2 3.6 0 0.0
  Female 67 35.4 33 49.3 34 50.7 25 73.5 5 14.7 3 8.8 1 3.0
Histological type
  Invasive AC 153 81.0 83 54.2 70 45.8 49 70.0 16 22.9 4 5.7 1 1.4
  Mucinous AC 34 18.0 15 44.1 19 55.9 16 84.2 2 10.5 1 5.3 0 0.0
  Signet ring cell AC 2 1.0 1 50.0 1 50.0 1 100.0 0 0.0 0 0.0 0 0.0
Histological grade
  I 37 19.6 17 45.9 20 54.1 17 85.0 1 5.0 2 10 0 0.0
  II 137 72.5 74 54.0 63 46.0 44 69.8 15 23.8 3 4.8 1 1.6
  III 15 7.9 8 53.3 7 46.7 5 71.4 2 28.6 0 0.0 0 0.0
Anatomical tumor site
  Rectum 65 34.4 34 52.3 31 47.7 22 71.0 6 19.3 3 9.7 0 0.0
  Rectosigmoid junction 12 6.3 8 66.7 4 33.3 4 100.0 0 0.0 0 0.0 0 0.0
  Sigmoid 49 26.0 28 57.1 21 42.9 10 47.6 8 38.1 2 9.5 1 4.8
  Descending colon 26 13.8 10 38.5 16 61.5 12 75.0 4 25 0 0.0 0 0.0
  Transverse colon 12 6.3 6 50.0 6 50.0 6 100.0 0 0.0 0 0.0 0 0.0
  Ascending colon 17 9.0 9 52.9 8 47.1 8 100.0 0 0.0 0 0.0 0 0.0
  Cecum 8 4.2 4 50.0 4 50.0 4 100.0 0 0.0 0 0.0 0 0.0
AJCC stage
  I 1 0.5 0 0.0 1 100.0 0 0.0 1 100 0 0.0 0 0.0
  II 31 16.4 13 41.9 18 58.1 10 55.6 6 33.3 2 11.1 0 0.0
  III 64 33.9 36 56.2 28 43.8 21 75.0 7 25 0 0.0 0 0.0
  IV 93 49.2 50 53.8 43 46.2 35 81.4 4 9.3 3 7.0 1 2.3

AJCC, American Joint Committee on Cancer; AC, ADENOCARCINOMA.

Table II.

KRAS point mutation frequency.

Mutations No. Frequency in codon (%) Frequency in mutant tumors (%) Frequency in all tumors (%)
Codon 12 66 100.0 73.3 34.9
  p.G12A 4 6.1 4.4 2.1
  p.G12C 4 6.1 4.4 2.1
  p.G12D 28 42.4 31.1 14.8
  p.G12R 1 1.5 1.1 0.5
  p.G12S 6 9.1 6.7 3.1
  p.G12V 23 34.8 25.6 12.1
Codon 13 18 100.0 20.0 9.5
  p.G13D 18 100.0 20.0 9.5
  p.G13R 0 0.0 0.0 0.0
Codon 61 5 100.0 5.6 2.6
  61L 3 60.0 3.3 1.5
  61H 1 20.0 1.1 0.5
  61R 1 20.0 1.1 0.5
Multiple 1 1.5 1.1 0.5

According to the World Health Organization's histological classification, 153 patients (81%) had invasive adenocarcinoma, 34 (18%) (12) had mucinous adenocarcinoma and 2 (1%) had signet ring cell adenocarcinoma. Among the invasive adenocarcinoma patients, 83 (54.2%) were KRAS wild-type and 70 (45.8%) were KRAS mutant. Fifteen (44.1%) patients with mucinous adenocarcinoma were KRAS wild-type. Among the KRAS mutant patients, exon 2 and 3 mutations were present in 65 (92.9%) and 4 (5.7%), of invasive adenocarcinomas, respectively. Exon 2 and 3 mutations were present in 18 (94.7%) and 1 (5.3%), respectively, of patients with mucinous adenocarcinoma. Of the invasive adenocarcinoma cases, 49 had codon 12 (70%) and 16 (22.9%) had codon 13 mutations, while 16 patients (84.2%) with mucinous adenocarcinoma had codon 12 and 2 (10.5%) had codon 13 mutations (Table I).

According to the criteria of the Union for International Cancer Control (http://www.uicc.org/sites/main/files/private/TNM_Classification_of_Malignant_Tumours_Website_15%20MAy2011.pdf), there was grade I differentiation in 37 (19.6%), grade II differentiation in 137 (72.5%) and grade III differentiation in 15 (7.9%) patients. A total of 93 patients were metastatic at the time of diagnosis (Table I).

Statistical analysis

There was no statistically significant difference between KRAS mutant or wild-type patients in terms of gender (P=0.31), lymphovascular invasion (P=0.30), perineural invasion (P=0.40), tumor histology (P=0.28), histological grade (P=0.62), presence of lymph node involvement (P=0.53), being metastatic at time of diagnosis (P=0.50), number of metastatic lymph nodes (median, 4; P=0.10) and tumor diameter (median, 4.5 cm; P=0.10) (Table III).

Table III.

Comparison of clinicopathological characteristics of tumors according to KRAS mutation status and location.

KRAS status Codon 12 vs. codon 13


Characteristics Wild-type, n (%) Mutant, n (%) P-value Codon 12, n (%) Codon 13, n (%) P-value
LV invasion 0.70
  Yes 42 (74.0) 41 (77.0) 0.30 27 (63.0) 10 (71.0)
  No 15 (26.0) 22 (23.0) 16 (27.0) 4 (29.0)
Perineural invasion 0.40 0.46
  Yes 30 (55.0) 25 (46.0) 19 (53.0) 6 (46.0)
  No 25 (450) 29 (54.0) 17 (47.0) 7 (54.0)
Histological type 0.28 0.21
  Invasive 83 (84.0) 70 (79.0) 49 (75.0) 16 (88.0)
  Mucinous 15 (15.0) 19 (21.0) 16 (25.0) 2 (12.0)
Histological grade 0.62 0.06
  I 17 (17.0) 20 (22.0) 17 (26.0) 1 (6.0)
  II 74 (75.0) 63 (70.0) 44 (67.0) 15 (83.0)
  III 8 (8.0) 7 (8.0) 5 (7.0) 2 (11.0)
Tumor localization 0.80 0.009
  Right 19 (19.0) 18 (20.0) 18 (27.0) 0 (0.0)
  Left 80 (81.0) 72 (80.0) 48 (73.0) 18 (100.0)
Tumor localization (colon) 0.90 0.04
  Right 13 (13.0) 12 (13.0) 12 (18.0) 0 (0.0)
  Left 80 (81.0) 72 (80.0) 48 (73.0) 18 (100.0)
  Transverse 6 (6.0) 6 (7.0) 6 (9.0) 0 (0.0)
Gender 0.31 0.32
  Female 33 (33.0) 34 (37.0) 25 (39.0) 5 (28.0)
  Male 66 (67.0) 56 (73.0) 41 (61.0) 13 (72.0)
Age (years)
  ≤40 9 (10.0) 1 (1.0) 0.02
  >40 90 (90.0) 89 (99.0)
Age (years) 0.03
  ≤50 19 (21.0) 9 (10.0) 0.057 4 (6.0) 4 (22.0)
  >50 80 (79.0) 81 (90.0) 62 (94.0) 14 (78.0)
Age (years) 0.04
  ≤70 81 (82.0) 64 (71.0) 0.08 43 (65.0) 16 (88.0)
  >70 18 (18.0) 26 (29.0) 23 (35.0) 2 (12.0)
Metastasis at diagnosis 0.032
  Metastatic 51 (52.0) 43 (47.0) 0.50 35 (53.0) 4 (22.0)
  Non-metastatic 48 (48.0) 47 (53.0) 31 (47.0) 14 (78.0)
LN involvement 0.56
  Yes 34 (58.0) 34 (59.0) 0.53 26 (59.0) 8 (57.0)
  No 25 (42.0) 24 (41.0) 18 (41.0) 6 (43.0)
Median no. of involved LNs 0.30
  ≥4 48 (81.0) 41 (70.0) 0.10 11 (25.0) 6 (43.0)
  <4 11 (19.0) 17 (30.0) 33 (75.0) 8 (57.0)
Median tumor diameter (cm) 0.80
  ≥4.5 28 (51.0) 37 (65.0) 0.10 27 (64.0) 9 (64.0)
  <4.5 26 (49.0) 20 (35.0) 15 (36.0) 5 (36.0)

LV, LYMPHOVASCULAR; LN, LYMPH NODE.

When the patients were separated into age groups, out of the 10 patients aged <40 years, 9 were KRAS wild-type and 1 was KRAS mutant. This difference was statistically significant (P=0.02), but disappeared with increasing age (50 years, P=0.057; and 70 years, P=0.08) (Table III).

The only difference observed when comparing exon 2 and 3 mutation patients was that those with exon 3 mutations had less perineural invasion (P=0.04). Although all the exon 3 mutations were localized in the left colon, the difference did not reach statistical significance, most likely due to the limited number of patients (P=0.3) (data not shown).

The comparison of codon 12 and 13 mutations revealed that codon 13 mutations were more frequent in patients at non-metastatic stages (P=0.032) and those aged <70 years (P=0.04), whereas codon 12 mutations were more frequent in patients aged >50 years (P=0.03). Codon 12 and 13 patients did not exhibit statistically significant differences in terms of gender, perineural/lymphovascular involvement, histological subtype, disease grade, presence of lymph node metastasis, mean number of involved lymph nodes and median tumor diameter (Table III).

When the tumor localizations were grouped as right and left colon (splenic flexure), it was observed that the p.G12D point mutation was more frequent in right-colon tumors (P=0.004) and the p.G13D point mutation was more frequent in left-colon tumors (P=0.011); (Table IV); in addition, when the localization groups were right, left and transverse colon (hepatic flexure, splenic flexure), the p.G12D point mutation was more frequent in right-colon tumors (P=0.001) and the p.G13D point mutation was more frequent in left-colon tumors (P=0.033) (data not shown). All 8 patients who were diagnosed with ascending colon tumors had p.G12D point mutations significantly more frequently compared to other localizations (P=0.001) (Table V). When the patients were grouped based on colon localization regarding embryogenesis development, no association with KRAS status was detected (P=0.9). p.G12D point mutations were higher in frequency in colon segments developing from the midgut (P=0.001) and all the p.G13D point mutations were localized in colon segments developing from the hindgut (P=0.019) (data not shown).

Table V.

Frequency of KRAS point mutations according to anatomical location of the tumor.

Rectum Rectosigmoid junction Sigmoid Descending colon Transverse colon Ascending colon Cecum
Mutations No. a/b (%) No. a/b (%) No. a/b (%) No. a/b (%) No. a/b (%) No. a/b (%) No. a/b (%)
KRAS mutant 31 34.4/16.4 4 4.4/2.1 21 23.1/11.1 16 17.6/8.4 6 6.6/3.1 8 8.8/4.2 4 4.4/2.1
Codon 12 22 24.4/11.6 1 1.1/0.5 10 11.1/5.2 12 13.2/6.3 6 6.6/3.1 8 8.8/4.2 0 0
p.G12A 2 2.2/1.05 0 0/0 1 1.1/0.5 0 0 1 1.1/0.5 0 0 0 0
p.G12C 1 1.1/0.5 1 1.1/0.5 0 0 1 1.1/0.5 1 1.1/0.5 0 0 0 0
p.G12D 8 8.9/4.2 0 0 3 3.3/1.6 6 6.6/3.1 1 1.1/0.5 8 8.8/4.2 2 2.2/1.05
p.G12R 0 0 0 0 0 0 0 0/0 1 1.1/0.5 0 0 0 0
p.G12S 4 4.5/2.1 0 0 0 0 2 2.2/1.05 0 0/0 0 0 0 0
p.G12V 7 7.8/3.7 0 0 6 6.6/3.1 3 3.3/1.6 2 2.2/1.05 0 0 2 2.2/1.05
Codon 13 6 6.6/3.1 3 3.3/1.6 8 8.8/4.2 4 4.5/2.1 0 0 0 0 0 0
p.G13D 6 6.6/3.1 3 3.3/1.6 8 8.8/4.2 4 4.5/2.1 0 0 0 0 0 0
p.G13R 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Codon 61 3 3.3/1.6 0 0 2 2.2/1.05 0 0 0 0 0 0 0
Multiple 0 0 0 0 1 1.1/0.5 0 0 0 0 0 0 0 0
a

Frequency in mutant tumors.

b

Frequency in all tumors.

Right- and left-colon tumors were not associated with the presence or absence of metastasis at the time of diagnosis (P=0.17). There was no association between localization in the left or the right colon and the presence of metastasis at the time of diagnosis among KRAS mutant patients (P=0.8). KRAS wild-type tumors located in the right colon, compared to KRAS wild-type tumors located in the left colon, were more frequently diagnosed during non-metastatic stages (P=0.005) (data not shown).

Discussion

KRAS mutations are significantly involved in the carcinogenesis of colorectal cancer. KRAS mutations play a definitive role in the anti-epidermal growth factor receptor (EGFR)-directed therapy of colorectal cancer (8,13). However, tumors harboring KRAS mutations constitute a heterogeneous group of colorectal cancers. KRAS mutation frequency has been reported to be 31.9–56% by different studies (10,1417). The present study was performed to determine the association of KRAS mutation status with demographic and clinicopathological characteristics and anatomical location of the tumor.

A Brazilian cohort study reported an association between KRAS mutations and gender (16). However, ours and a number of other studies found no association between KRAS mutations and gender (P=0.31). KRAS mutations were reported to be more frequent in right-colon tumors by Bleeker et al (17), but in left-colon tumors by Zulhabri et al (18). In this study, similar to the prior studies (14), there was no significant difference in KRAS mutation frequency according to tumor localization (P=0.8). Zulhabri et al (18) reported an association between the presence of KRAS mutations and tumor size; by contrast, Minamoto et al (19) reported that there was no association between the two. Our results were consistent with those of Minamoto et al (19) reported that there was no association between the two. Our results were consistent with those of Minamoto et al (18). Bazan et al (20) reported that mutations were associated with mucinous histology and that mutations were associated with lymph node metastasis and advanced Dukes stage. In our study, there was no significant difference in histological subtype based on codon (P=0.21) and exon mutations (P=0.9). By contrast, codon 13 mutations were found at high frequency in non-metastatic stages (P=0.018). Zahrani et al (14) reported that the p.G12V point mutation was frequent in tumors of the sigmoid colon. However, the frequency of the p.G12V point mutation in the sigmoid tumors was not significantly higher in this study (P=0.1).

When the patients were grouped as aged under and over 40, 50 and 70 years, KRAS wild-type frequency was significantly higher among those aged <40 years (P=0.02), but this significance disappeared as the cut-off age increased (50 years, P=0.057; and 70 years, P=0.08). A comparison of codon 12 and 13 mutations revealed that codon 12 mutations were more common in patients aged >50 years (P=0.03) and that codon 12 mutations were more common in those aged <70 years (P=0.04). We did not identify any study in the medical literature comparing KRAS mutation frequency by age groups.

Yamauchi et al (21) reported that KRAS mutations were more common in cecum tumors. In our study, cecum tumors had equal numbers of KRAS wild- and mutant-types. The RASCAL II study included clinical findings suggesting that p.G12V point mutation had a more aggressive clinical course (11). Lymph node metastasis and distant organ metastases are indicators of tumor aggressiveness. Distant organ (P=0.6) and lymph node metastases (P=0.9) were not significantly higher in patients harboring the p.G12V point mutation; thus, p.G12V point mutation may not necessarily reflect a more aggressive clinical course.

All codon 13 mutations were p.G13D point mutations. Although p.G13D point mutations were more frequent in grade II tumors, this high frequency was not statistically significant (P=0.062). Brink et al (14) reported that the G>T transversion was significantly higher among females with rectal tumors, while we did not observe such a significant difference (P=0.7). Similar to the findings of Brink et al (14), the codon 13 mutation frequency was higher in tumors of the distal colon (P=0.011).

An in vitro study by Guerrero et al (22) demonstrated that tumors with codon 13 mutations tended to exhibit increased apoptosis. Patients with p.G13D point mutations were diagnosed more commonly as non-metastatic (P=0.018) and tumors with p.G13D point mutations appeared to have latent metastasis due to apoptosis. The higher rates of apoptosis, response to anti-EGFR treatment (22,23), left-colon localization and diagnosis at non-metastatic stage distinguish p.G13D from the remaining mutations investigated.

The main limitation of the present study was its retrospective nature. In addition, we only analyzed cases diagnosed at our Oncology Center to uniform KRAS testing; therefore the patient number was limited.

In conclusion, despite conflicting results between the existing literature and the present study, certain KRAS mutations were found to be associated with the clinicopathological characteristics and anatomical location of the tumor. Our data indicate that localization of KRAS mutations in a specific codon or exon may not be coincidental. The definition of the colon cancer subgroups according to KRAS mutational status may be helpful in developing new preventive and treatment strategies.

Table IV.

Comparison of KRAS point mutations according to tumor location and metastatic status.

p.G12D p.G13D p.G12V Codon 61




Variables All patients (n=90) No. (%) P-value No. (%) P-value No. (%) P-value No. (%) P-value
Location of tumor
  Right colon 18 11 (61.0) 0.004 0 (0.0) 0.011 4 (22.0) 0.3 0 (0.0) 0.3
  Left colon 72 17 (23.0) 18 (25.0) 19 (26.0) 5 (7.0)
Metastasis at diagnosis
  Metastatic 43 14 (32.0) 0.8 4 (9.0) 0.018 12 (28.0) 0.6 3 (7.0) 0.6
  Non-metastatic 47 14 (30.0) 14 (30.0) 11 (23.0) 2 (40)

References

  • 1.Malvezzi M, Bertuccio P, Levi F, et al. European cancer mortality predictions for the year 2014. Ann Oncol. 2014;25:1650–1656. doi: 10.1093/annonc/mdu138. [DOI] [PubMed] [Google Scholar]
  • 2.Arrington AK, Heinrich EL, Lee W, et al. Prognostic and predictive roles of KRAS mutation in colorectal cancer. Int J Mol Sci. 2012;13:12153–12168. doi: 10.3390/ijms131012153. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Almoguera C, Shibata D, Forrester K, et al. Most human carcinomas of the exocrine pancreas contain mutant c-K-ras genes. Cell. 1988;53:549–554. doi: 10.1016/0092-8674(88)90571-5. [DOI] [PubMed] [Google Scholar]
  • 4.Kranenburg O. The KRAS oncogene: past, present, and future. Biochim Biophys Acta. 2005;1756:81–82. doi: 10.1016/j.bbcan.2005.10.001. [DOI] [PubMed] [Google Scholar]
  • 5.De Roock W, Piessevaux H, De Schutter J, et al. KRAS wild-type state predicts survival and is associated to early radiological response in metastatic colorectal cancer treated with cetuximab. Ann Oncol. 2008;19:508–515. doi: 10.1093/annonc/mdm496. [DOI] [PubMed] [Google Scholar]
  • 6.Vogelstein B, Fearon ER, Hamilton SR, et al. Genetic alterations during colorectal-tumor development. N Engl J Med. 1988;319:525–532. doi: 10.1056/NEJM198809013190901. [DOI] [PubMed] [Google Scholar]
  • 7.Bamford S, Dawson E, Forbes S, et al. The COSMIC (Catalogue of Somatic Mutations in Cancer) database and website. Br J Cancer. 2004;91:355–358. doi: 10.1038/sj.bjc.6601894. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Piessevaux H, Buyse M, Schlichting M, et al. Use of early tumor shrinkage to predict long-term outcome in metastatic colorectal cancer treated with cetuximab. J Clin Oncol. 2013;31:3764–3775. doi: 10.1200/JCO.2012.42.8532. [DOI] [PubMed] [Google Scholar]
  • 9.Brink M, Weijenberg MP, de Goeij AF, et al. Dietary folate intake and k-ras mutations in sporadic colon and rectal cancer in The Netherlands Cohort Study. Int J Cancer. 2005;114:824–830. doi: 10.1002/ijc.20775. [DOI] [PubMed] [Google Scholar]
  • 10.Neumann J, Zeindl-Eberhart E, Kirchner T, Jung A. Frequency and type of KRAS mutations in routine diagnostic analysis of metastatic colorectal cancer. Pathol Res Pract. 2009;205:858–862. doi: 10.1016/j.prp.2009.07.010. [DOI] [PubMed] [Google Scholar]
  • 11.Andreyev HJ, Norman AR, Cunningham D, et al. Kirsten ras mutations in patients with colorectal cancer: the ‘RASCAL II’ study. Br J Cancer. 2001;85:692–696. doi: 10.1054/bjoc.2001.1964. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Hamilton SR, Vogelstein B, Kudo S, et al. World Health Organization classification of tumours. Pathology and genetics. Tumors of the digestive system. IARC Press; Lyon: 2000. Carcinom. of the colon and rectum; pp. 103–119. [Google Scholar]
  • 13.Karapetis CS, Khambata-Ford S, Jonker DJ, et al. K-ras mutations and benefit from cetuximab in advanced colorectal cancer. N Engl J Med. 2008;359:1757–1765. doi: 10.1056/NEJMoa0804385. [DOI] [PubMed] [Google Scholar]
  • 14.Brink M, de Goeij AF, Weijenberg MP, et al. K-ras oncogene mutations in sporadic colorectal cancer in The Netherlands Cohort Study. Carcinogenesis. 2003;24:703–710. doi: 10.1093/carcin/bgg009. [DOI] [PubMed] [Google Scholar]
  • 15.Zahrani A, Kandil M, Badar T, et al. Clinico-pathological study of K-ras mutations in colorectal tumors in Saudi Arabia. Tumori. 2014;100:75–79. doi: 10.1700/1430.15819. [DOI] [PubMed] [Google Scholar]
  • 16.Gil Ferreira C, Aran V, Zalcberg-Renault I, et al. KRAS mutations: variable incidences in a Brazilian cohort of 8,234 metastatic colorectal cancer patients. BMC Gastroenterol. 2014;14(73) doi: 10.1186/1471-230X-14-73. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Bleeker WA, Hayes VM, Karrenbeld A, et al. Impact of KRAS and TP53 mutations on survival in patients with left- and right-sided Dukes' C colon cancer. Am J Gastroenterol. 2000;95:2953–2957. doi: 10.1111/j.1572-0241.2000.02327.x. [DOI] [PubMed] [Google Scholar]
  • 18.Zulhabri O, Rahman J, Ismail S, et al. Predominance of G to A codon 12 mutation K-ras gene in Dukes' B colorectal cancer. Singapore Med J. 2012;53:26–31. [PubMed] [Google Scholar]
  • 19.Minamoto T, Sawaguchi K, Mai M, et al. Infrequent K-ras activation in superficial-type (flat) colorectal adenomas and adenocarcinomas. Cancer Res. 1994;54:2841–2844. [PubMed] [Google Scholar]
  • 20.Bazan V, Migliavacca M, Zanna I, et al. DNA ploidy and S-phase fraction, but not p53 or NM23-H1 expression, predict outcome in colorectal cancer patients. Result of a 5-year prospective study. J Cancer Res Clin Oncol. 2002;128:650–658. doi: 10.1007/s00432-002-0394-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Yamauchi M, Morikawa T, Kuchiba A, et al. Assessment of colorectal cancer molecular features along bowel subsites challenges the conception of distinct dichotomy of proximal versus distal colorectum. Gut. 2012;61:847–854. doi: 10.1136/gutjnl-2011-300865. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Guerrero S, Casanova I, Farre L, et al. K-ras codon 12 mutation induces higher level of resistance to apoptosis and predisposition to anchorage-independent growth than codon 13 mutation or proto-oncogene overexpression. Cancer Res. 2000;60:6750–6756. [PubMed] [Google Scholar]
  • 23.De Roock W, Jonker DJ, Di Nicolantonio F, et al. Association of KRAS p.G13D mutation with outcome in patients with chemotherapy-refractory metastatic colorectal cancer treated with cetuximab. Jama. 2010;304:1812–1820. doi: 10.1001/jama.2010.1535. [DOI] [PubMed] [Google Scholar]

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