SciELO - Scientific Electronic Library Online

 
vol.66 número3Plagio, similitudes e inteligencia artificial en la evaluación de trabajos científicos.Análisis de factores pronósticos y construcción de un modelo de riesgo en pacientes con infarto cerebral agudo tratados con doble terapia antiplaquetaria después del tiempo óptimo para evitar hiper trombólisis. índice de autoresíndice de materiabúsqueda de artículos
Home Pagelista alfabética de revistas  

Servicios Personalizados

Revista

Articulo

Indicadores

Links relacionados

Compartir


Investigación Clínica

versión impresa ISSN 0535-5133versión On-line ISSN 2477-9393

Invest. clín vol.66 no.3 Maracaibo set. 2025  Epub 08-Sep-2025

https://doi.org/10.54817/ic.v66n3a01 

Trabajos Originales

A preliminary investigation of the association between KRAS, NRAS, and BRAF mutations and colorectal cáncer in Turkish patients.

Una investigación preliminar sobre la asociación entre mutaciones KRAS, NRAS y BRAF en cáncer colorrectal en pacientes Turcos.

1Izmir Bakircay University, Çiğli Training and Research Hospital, Department of Medical Pathology, Izmir, Türkiye.

2Ministry of Health, Çiğli Training and Research Hospital, Department of Medical Pathology, Izmir, Türkiye.


Abstract

Somatic mutations in the GTPase RAS protein family and the downstream serine-threonine kinase BRAF are predicted to be key driver mutations in colorectal carcinogenesis by disrupting critical control points in cell cycle regulation. In our study, we aimed to investigate the relationship between KRAS, NRAS, and BRAF mutations in colorectal cancer (CRC) samples and corresponding clinicopathological data. This retrospective study included 64 CRC patients who were evaluated for KRAS, NRAS, and BRAF mutations in our department between 2022 and 2024. The findings were evaluated according to the age, gender, tumor localization in the colon, and histopathological subtype of the patients in whom the mutation was detected, and the relationships between these variables were analyzed using the chi-square test. KRAS mutations were detected at 29.6%, NRAS mutations at 3.1% and BRAF mutations at 1.6%. No significant relationship was found between mutation rates and the patients’ age, gender and colon localization. Our study demonstrated that mutations in KRAS, NRAS, and BRAF were not associated with the age, sex, and tumor location of CRC patients. The data presented are preliminary findings, and more research is needed to evaluate the clinical and pathological impact of these mutations on colorectal cancer progression and outcomes.

Keywords: NRAS; BRAF; KRAS; colorectal cancer

Resumen

Se predice que las mutaciones somáticas en la familia de las proteínas GTPasa RAS y la serina-treonina quinasa BRAF son mutaciones clave en la carcinogénesis colorrectal al interrumpir puntos de control críticos en la regulación del ciclo celular. En este estudio, el objetivo fue evaluar la relación entre las mutaciones KRAS, NRAS y BRAF en muestras de cáncer colorrectal (CCR) y datos clinicopatológicos. Este estudio retrospectivo incluyó a 64 pacientes con CCR que fueron evaluados para mutaciones en KRAS, NRAS y BRAF en nuestro servicio entre 2022-2024. Los hallazgos se evaluaron según la edad, el sexo, la localización del tumor en el colon y el subtipo histopatológico de los pacientes en los que se detectó la mutación, y se analizaron las relaciones entre ellos mediante la prueba de chi-cuadrado. Las mutaciones en KRAS se detectaron en un 29,6%, en NRAS en un 3,1% y en BRAF en un 1,6%. No se encontró una relación significativa entre las tasas de mutación y la edad, el sexo y la ubicación del colon de los pacientes. Nuestro estudio demostró que las mutaciones en KRAS, NRAS y BRAF no se asociaron con la edad, el sexo y la localización del tumor de los pacientes con CCR. Los datos presentados son nuestros hallazgos preliminares y se necesita más investigación para evaluar el impacto clínico y patológico de estas mutaciones en la progresión y los resultados del cáncer colorrectal.

Palabras clave: NRAS; BRAF; KRAS; cáncer colorrectal

INTRODUCTION

The incidence rates of colorectal cancer (CRC) in adults (under 55 years of age) have been increasing by 1-2% annually. In the late 1990s, CRC was the fourth leading cause of cancer death in both men and women under 50. However, it has since escalated to become the leading cause of cancer death in men and the second leading cause in women within this age group 1. CRCs are the second leading cause of death from malignancy, and more than half of CRCs become metastatic 2. Despite the substantial impact this disease has on both quality of life and the healthcare system, data regarding the molecular analysis of biomarkers in patients diagnosed with CRC is limited 3.

Several oncogenes, particularly mutations in RAS and BRAF, have a significant influence on colorectal carcinogenesis. These mutations lead to the activation of the mitogen-activated protein kinase signalling pathway, which is crucial for cell proliferation, differentiation, and survival. Activation of this pathway promotes tumorigenesis by driving uncontrolled cell growth and facilitating processes such as angiogenesis and metastasis. Understanding the role of these oncogenes provides insight into the mechanisms of colorectal cancer and identifies potential therapeutic targets 4.

Identifying abnormalities in the KRAS, NRAS, and BRAF genes is crucial for accurately qualifying CRC patients for treatment with anti-epidermal growth factor receptor (EGFR) monoclonal antibodies 5. Oncogenic RAS mutations are found in approximately 50-55% of metastatic colorectal cancer (CRC) cases, with regional variations in prevalence. Importantly, these mutations serve as negative predictive markers for response to monoclonal antibodies that target the epidermal growth factor receptor (EGFR). This means that patients with RAS mutations are less likely to benefit from EGFR-targeted therapies, making it crucial to screen for these mutations when determining treatment options for metastatic colorectal cancer (mCRC). Identifying RAS status can help guide more effective and personalized treatment strategies 4. BRAF mutations occur in approximately 5-17% of CRC cases, with the BRAFV600E mutation being the most prevalent. In mCRC, the existence of the BRAFV600E mutation not only serves as a negative predictive marker for response to EGFR-targeted MoAbs but is also associated with a markedly poor prognosis. This mutation often indicates a more aggressive disease course and resistance to conventional therapies, highlighting the need for alternative treatment strategies and close monitoring of affected patients. Understanding the implications of BRAF status is crucial for optimizing management and enhancing outcomes in mCRC. The status of tumor localization and CC laterality in determining prognosis and guiding treatment remains controversial. It is thought to be due to differences in histological, genetic and immunological features between the left and right colon 6,7. In the present study, we hypothesized that somatic mutations in the GTPase RAS protein family and the down-stream serine-threonine kinase BRAF could interfere with essential checkpoints in cell cycle regulation, acting as significant driving mutations in colorectal carcinogenesis. Our goal was to assess the presence of KRAS, NRAS, and BRAF mutations in clinicopathological features of CRC samples in our hospital.

PATIENTS AND METHODS

Study population and design

For this retrospective study, KRAS, NRAS, and BRAF mutations were analyzed in 64 CRC biospecimens at the Bakırçay University Faculty of Medicine Laboratory. Patients were characterized by age, gender, and tumor location, with rectal and sigmoid cancers being the most prevalent. The histological classification of tumors by the WHO was used as a guide to assign the histological subtypes (classical adenocarcinoma and mucinous adenocarcinoma) and tumor location (colon segment other than rectum, and rectum) 8.

To conduct the study, ethics committee approval was obtained from the İzmir Bakırçay University Non-Interventional Clinical Research Ethics Committee on 03.04.2024, with decision number 1681 and research number 1661.

DNA extraction was conducted using the QIAamp formalin-fixed paraffin-embedded (FFPE) kit (Qiagen, USA). Tissue samples were collected at the time of diagnosis for colon and rectal cancer. FFPE primary tumor samples from 64 CRC patients between January 2022 and December 2024 were retrospectively reviewed. Mutation analysis was performed with the KRAS/BRAF, NRAS, and BRAF Mutation Analysis Kit for Real-Time PCR (Diatech Easy, Italy). The tests targeted the most common mutations in exon 2 (codons 12 and 13), exon 3 (codons 59 and 61), exon 4 (codons 117 and 146) of the KRAS and NRAS genes, and exon 15 (V600E) of the BRAF gene.

Statistical Analysis

For the statistical analysis, a chi-square test was used to examine the associations between mutated genes (KRAS, NRAS, and BRAF) and various clinicopathological variables, including age, gender, and the specific localization of the tumor in the colon. The analysis was conducted using SPSS version 23.0, and p-values of ≤ 0.05 were deemed statistically significant, contributing to a better understanding of their implications in colorectal cancer.

RESULTS

The study included patients aged 33 to 79 years, with a mean age of 62.54 and a median age of 64. Among them, 41 (64%) were male and 23 (36%) were female (Table 1). In our study, no mutations were found in 20 patients (31.2%). KRAS exon 2 mutation was observed in 29.7% of cases, while other RAS mutations were found in 3.1% of cases, and the BRAFV600E mutation was seen in 1.6%. One patient had KRAS mutations at positions 12 and 13, and the other had KRAS mutations at position 61 and NRAS mutations at position 12.

Table 1 Mutation profile of colorectal cancer patients stratified by age and gender. 

Wild type n = 44 Mutant n = 20 p
Age <64 26 (76.5%) 8 (23.5%)
Age ≥64 18 (60%) 12 (40%) 0.125
Female 18 (78.3%) 5 (21.7%)
Male 26 (63.4%) 15 (36.6%) 0.172

No associations were found between the age and gender of CRC patients and the frequency of KRAS, NRAS, and BRAF gene mutations. Notably, these mutations were more frequently diagnosed in men (64%) than in women (36%). Table 1 shows the distribution of mutation presence in patients with colorectal cancer according to age and gender.

A total of 47 cases had tumor localization identified. In 14 cases, the tumors were located in the left colon, while 33 cases were localized in the right colon. In the case of the BRAFV600 mutation, tumor localization could not be determined. The distribution of RAS and BRAF mutation values in colorectal cancer patients according to age, sex and localization is shown in Tables 2, 3, and 4.

Table 2 Distribution of KRAS, NRAS and BRAF mutations by age in colorectal cancer patients. 

KRAS NRAS BRAF
Wild type n=45 Mutant n=18 Total n=63 Wild type n=62 Mutant n=2 Total n=64 Wild type n=63 Mutant n=1 Total n=64
Age <64 24 (38%) 8 (12.7%) 32 (50.7%) 33 (51.6%) 1 (1.6%) 34 (53.2%) 34 (53.1%) 0 (0%) 34 (53.1%)
Age ≥64 21 (33.3%) 10 (15.9%) 31 (49.2%) 29 (45.3%) 1 (1.6%) 30 (46.9%) 29 (45.3%) 1 (1.6%) 30 (46.9%)
p 0.360 0.722 0.469

Table 3 Sex-based frequency of BRAF, KRAS, and NRAS mutations in colorectal cancer patients. 

BRAF KRAS NRAS
Wild type n=63 Mutant n=1 Total n=64 Wild type n=46 Mutant n=18 Total n=64 Wild type n=62 Mutant n=2 Total n=64
Female 23 (36%) 0 (0%) 23 (36%) 33 (51.5%) 4 (6.2%) 23 (35.9%) 22 (34.2%) 1 (1.7%) 23 (35.9%)
Male 40 (62.5%) 1 (1.5%) 41 (64%) 27 (42.2%) 14 (21.9%) 41 (64%) 40 (62.5%) 1 (1.5%) 41 (64%)
p 0.414 0.126 0.641

Table 4 Distribution of KRAS and NRAS mutation frequencies according to tumor location in colorectal cancer. 

KRAS NRAS
Tumor Location Wild type n=31 Mutant n=16 Wild type n=45 Mutant n=2 Total n=47
Colon 11 (23.4%) 3 (6.4%) 13 (19.4%) 1 (1.5%) 14 (20.9%)
Rectum 20 (29.9%) 13 (19.4%) 32 (47.8%) 1 (1.5%) 33 (49.3%)

DISCUSSION

Colorectal cancer is the third most common type of cancer in both sexes in Turkey. According to the 2024 official cancer statistics, 152,810 (7.6%) of the 2,001,140 cancer cases diagnosed in 2019 were CRC. Reports indicate a significantly higher incidence in men (53.3%) compared to women 1,4. In our study, most of the patients were male (64.1%), consistent with national cancer statistics 1.

Our study aimed to evaluate the presence of somatic mutations in the GTPase RAS family of proteins (KRAS and NRAS) and the downstream serine-threonine kinase BRAF in CRC samples. It is hypothesized that these mutations might disrupt critical checkpoints in cell cycle regulation and serve as key driving factors in colorectal carcinogenesis. The detection rates of KRAS, NRAS, and BRAF mutations in our cohort of 64 CRC patients were 29.7%, 3.1%, and 1.6%, respectively. Consistent with the findings of Mosaferi et al. 8, our study also observed that the majority of KRAS mutations were located in exon 2, while most NRAS mutations were found in exon 3 8. In line with the findings of Khoshnoudi et al. 2 and Mosaferi et al. 8, our study found no significant association between KRAS mutation status and age or gender.

The prevalence of KRAS mutations in our study aligns with findings from the literature, which consistently reports that KRAS mutations occur in approximately 40% of CRC cases 9. These mutations are critical in terms of poor prognosis and resistance to targeted therapies, such as anti-EGFR agents. 10,11 The relatively lower frequency of NRAS (3.1%) and BRAF mutations (1.6%) observed in our study is consistent with their reported rates in the literature, where BRAF mutations are often associated with more advanced disease stages and poorer outcomes 12,13. Our findings showed that mutation rates were not significantly associated with the patients’ age, gender, or colon localization.

A study by Yamauchi et al. 14 showed that the frequency of BRAF mutations increased from the rectum to the ascending colon and decreased towards the cecum. Ekmekciu et al. 15 reported that KRAS mutations were predominantly located in the right colon, but no significant differences were observed in age, stage, or histopathological subtype. Bylsma et al. 16 found BRAF and RAS mutations more frequently in right-sided colon cancers, consistent with Ekmekciu et al. 15. In addition, Bylsma et al. reported that BRAF and RAS mutations were more common in young patients 16. Our findings showed that mutation rates were not significantly associated with patients’ age, gender, or colon localization.

We would like to emphasize that the present study has limitations related to the cohort size. The limitations of the study included that some cases in the study group were obtained from consultations with external centers, while others were obtained from colonoscopic biopsy materials. For these reasons, the relationship between prognostic markers for tumor staging and mutation results could not be compared in our study. This study is essentially an exploratory, preliminary study, which requires definitive, confirmatory values. Our findings highlight the complex interaction between molecular subtypes, clinical and histopathological features in CRC and the need for further investigation of the underlying mechanisms driving these relationships. In the future, stratifying patients according to molecular subtypes may provide advantages in personalized treatment approaches.

Acknowledgments

None.

REFERENCES

1. Siegel RL, Giaquinto AN, Jemal A. Cancer statistics, 2024 Epub 2024 Jan 17. Erratum in: CA Cancer J Clin 2024;74(2):203. https://doi.org/ 10.3322/caac.21820. [ Links ]

2. Khoshnoudi H, Yaghobi Joybari A, Naeemi Sanatdoost P, Haghbin Toutounchi A, Adinevand E, Nematihonar B. RAS, BRAF, and MMR system mutations in metastatic colorectal cancers: an observational study. J Surg Oncol 2024; 9(3): 48-54. https://doi.org/ 10.1097/IJ9.0000000000000133Links ]

3. Rendek T, Saade R, Pos O, Kolnikova G, Urbanova M, Budis J, et al. Determination of the Prevalence of Microsatellite Instability, BRAF and KRAS/NRAS Mutation Status in Patients with Colorectal Cancer in Slovakia. Cancers. 2024; 16(6):1128. https://doi.org/ 10.3390/cancers16061128Links ]

4. Gökmen İ, Taştekin E, Demir N, Özcan E, Akgül F, Hacıoğlu MB, et al. Molecular Pattern and Clinical Implications of KRAS/NRAS and BRAF Mutations in Colorectal Cancer. Curr Issues Mol Biol 2023;45(10):7803-7812. https://doi.org/ 10.3390/cimb45100491Links ]

5. Bożyk A, Krawczyk P, Reszka K, Krukowska K, Kolak A, Mańdziuk S, et al. Correlation between KRAS, NRAS, and BRAF mutations and tumor localizations in patients with primary and metastatic colorectal cancer. Arch Med Sci 2021;18(5):1221-1230. https://doi.org/ 10.5114/aoms/109170Links ]

6. Ulanja MB, Rishi M, Beutler BD, Sharma M, Patterson DR, Gullapalli N, Ambika S. Colon Cancer Sidedness, Presentation, and Survival at Different Stages. J Oncol 2019;21;2019:4315032. https://doi.org/ 10.1155/2019/4315032Links ]

7. College of American Pathologist (CAP). Protocol for the examination of resection specimens from patients with primary carcinoma of the colon and rectum. 2024. Available from: https://documents.cap.org/protocols/ColoRectal_4.3.1.0.REL.CAPCP.pdfLinks ]

8. Mosaferi Z, Pirestani M, Arefian E, Gojani G, Kavousinasab N, Karimi P, et al. Exploring the Relationship Between KRAS, NRAS, and BRAF Mutations and Clinical Characteristics in Iranian Colorectal Cancer Patients. J Gastrointest Canc 2024;55(3): 1134-1143. https://doi.org/ 10.1007/s12029-024-01064-0Links ]

9. Zhu G, Pei L, Xia H, Tang Q, Bi F. Role of oncogenic KRAS in the prognosis, diagnosis and treatment of colorectal cancer. Role of oncogenic KRAS in the prognosis, diagnosis and treatment of colorectal cancer. Mol Cancer 2021; 20(1):143. https://doi.org/ 10.1186/s12943-021-01441-4Links ]

10. Siddiqui AD, Piperdi B. KRAS mutation in colon cancer: a marker of resistance to EGFR-I therapy. Ann Surg Oncol 2010;17(4):1168-1176. https://doi.org/ 10.1245/s10434-009-0811-zLinks ]

11. Rimbert J, Tachon G, Junca A, Villalva C, Karayan-Tapon L, Tougeron D. Association between clinicopathological characteristics and RAS mutation in colorectal cancer. Mod Pathol 2018;31(3):517-526. https://doi.org/ 10.1038/modpathol.2017.119Links ]

12. O’Riordan E, Bennett MW, Daly L, Power DG. The implication of BRAF mutation in advanced colorectal cancer. Ir J Med Sci. 2022;191(6), 2467-2474. https://doi.org/ 10.1007/s11845-021-02689-xLinks ]

13. Hu Y, Tao SY, Deng JM, Hou ZK, Liang JQ, Huang QG, et al. Prognostic Value of NRAS Gene for Survival of Colorectal Cancer Patients: A Systematic Review and Meta-Analysis. Asian Pac J Cancer Prev 2018;19(11):3001-3008. https://doi.org/ 10.31557/APJCP.2018.19.11.3001Links ]

14. Yamauchi M, Morikawa T, Kuchiba A, Imamura Y, Qian ZR, Nishihara R, 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(6):847-54. https://doi.org/ 10.1136/gutjnl-2011-300865Links ]

15. Ekmekciu I, Zucha DM, Christmann J, Wisser S, Heuer V, Sargin B, et al. Exploring the molecular profile of localized colon cancer: insights from the AIO Colopredict Plus registry. Front Oncol 2024;19;14:1434791. https://doi.org/ 10.3389/fonc.2024.1434791Links ]

16. Bylsma LC, Gillezeau C, Garawin TA, Kelsh MA, Fryzek JP, Sangaré L, Lowe KA. Prevalence of RAS and BRAF mutations in metastatic colorectal cáncer patients by tumor sidedness: A systematic review and meta-analysis. Cancer Med 2020;9(3):1044-1057. https://doi.org/ 10.1002/cam4.2747Links ]

Funding

None

Author contributions

TD and SST designed the study. TD analyzed and interpreted data and searched the literature. TD and GE drafted the manuscript. All authors reviewed the manuscript and approved the final version.

Received: January 16, 2025; Accepted: June 21, 2025

Corresponding author: Tuba Devrim, 8780/1 Sk 18, 35620 Çiğli/Izmir, Türkiye. Tel. +905432022088. E-mail: tuba.devrim@bakircay.edu.tr

Conflict of interest

The authors declare that there is no conflict of interest associated with this article.

Creative Commons License This is an open-access article distributed under the terms of the Creative Commons Attribution License