Prevalence and coexistence of KRAS, BRAF, PIK3CA, NRAS, TP53, and APC mutations in Indian colorectal cancer patients: Next-generation sequencing–based cohort study
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Colorectal cancer incidences are on a rise in India. In this study, we have analyzed the mutation frequencies of six potential biomarkers, their coexistence, association with clinicopathological characteristics, and tumor location in Indian colorectal cancer patients. Next-generation sequencing was performed to identify mutations in the six potential biomarker genes using formalin-fixed paraffin-embedded tissue blocks of 112 colorectal cancer patients. The mutation frequency observed in KRAS, BRAF, PIK3CA, NRAS, TP53, and APC was 35.7%, 7.1%, 16.1%, 6.3%, 39.3%, and 29.5%, respectively. The significant associations of mutations were KRAS with age less than 60 years (p = 0.041), PIK3CA with males (p = 0.032), tumor stage I–II (p = 0.013), lack of metastasis in lymph nodes (p = 0.040), NRAS with rectum (p = 0.002), and APC with T2 stage of tumor growth (p = 0.013). No single patient harbored mutations in these six genes or any five genes simultaneously. Significance was noted in coexistence of KRAS with APC (p = 0.024) and mutual exclusion of KRAS with BRAF (p = 0.029). PIK3CA exon 9 was observed to be more frequently associated with KRAS mutations than PIK3CA exon 20 (p = 0.072). NRAS mutations were mutually exclusive with BRAF and PIK3CA mutations. As per our knowledge, this is the first next-generation sequencing–based biomarker study in Indian colorectal cancer patients. Frequent coexistence of gene mutations in pairs and triplets suggests that synergistic effect of overlapping mutations might further trigger the disease. In addition, infrequent coexistence of multiple gene mutations hints toward different signaling pathways for colorectal cancer tumorigenesis.
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Several KRAS alleles had reduced comutation with NRAS and BRAF, and increased comutation with APC and PIK3CA.
“Several KRAS alleles had reduced comutation with NRAS and BRAF, and increased comutation with APC and PIK3CA”
From The origins and genetic interactions of KRAS mutations are allele- and tissue-specific (2021) · cites this paper as [41]
Cites
Mutations of the BRAF gene in human cancer
Davies, H., Bignell, G. R., Cox, C., Stephens, P., Edkins, S., Clegg, S., Teague, J., Woffendin, H., Garnett, M. J., Bottomley, W., et al. (2002) · Nature · doi:10.1038/nature00766 · Cited by 10,674 · see citing works
Targeting RAS signalling pathways in cancer therapy
Downward, J. (2003) · Nature reviews. Cancer · doi:10.1038/nrc969 · Cited by 3,262 · see citing works
Amado, R. G., Wolf, M., Peeters, M., Van Cutsem, E., Siena, S., Freeman, D. J., Juan, T., Sikorski, R., Suggs, S., Radinsky, R., et al. (2008) · Journal of Clinical Oncology · doi:10.1200/jco.2007.14.7116 · Cited by 3,207 · see citing works
Prevalence of ras gene mutations in human colorectal cancers
Bos, J. L., Fearon, E. R., Hamilton, S. R., Vries, M. V., BOOM, J. H. V., van der Eb, A. J., & Vogelstein, B. (1987) · Nature · doi:10.1038/327293a0 · Cited by 1,860 · see citing works
Roth, A. D., Tejpar, S., Delorenzi, M., Yan, P., Fiocca, R., Klingbiel, D., Dietrich, D., Biesmans, B., Bodoky, G., Barone, C., et al. (2009) · Journal of Clinical Oncology · doi:10.1200/jco.2009.23.3452 · Cited by 1,178 · see citing works
Fearnhead, N. S. (2001) · Human Molecular Genetics · doi:10.1093/hmg/10.7.721 · Cited by 882 · see citing works
Increasing incidence of colorectal cancer in Asia: implications for screening
Sung, J. J. �., Lau, J., Goh, K., & Leung, W. K. (2005) · The Lancet Oncology · doi:10.1016/s1470-2045(05)70422-8 · Cited by 740 · see citing works
Loupakis, F., Ruzzo, A., Cremolini, C., Vincenzi, B., Salvatore, L., Santini, D., Masi, G., Stasi, I., Canestrari, E., Rulli, E., et al. (2009) · British Journal of Cancer · doi:10.1038/sj.bjc.6605177 · Cited by 562 · see citing works
Mutations in APC, Kirsten-ras, and p53—alternative genetic pathways to colorectal cancer
Smith, G. C., Carey, F. A., Beattie, J., Wilkie, M. J. V., Lightfoot, T. J., Coxhead, J. M., Garner, R. C., Steele, R. J., & Wolf, C. R. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.122612899 · Cited by 520 · see citing works
Russo, A., Bazan, V., Iacopetta, B., Kerr, D., Soussi, T., & Gebbia, N. (2005) · Journal of Clinical Oncology · doi:10.1200/jco.2005.00.471 · Cited by 416 · see citing works
Weiss, J. M., Pfau, P. R., O’Connor, E. S., King, J., LoConte, N. K., Kennedy, G. D., & Smith, M. A. (2011) · Journal of Clinical Oncology · doi:10.1200/jco.2011.36.4414 · Cited by 411 · see citing works
Frequency and type of KRAS mutations in routine diagnostic analysis of metastatic colorectal cancer.
Neumann, J., Zeindl-Eberhart, E., Kirchner, T., & Jung, A. (2009) · Pathology - Research and Practice · doi:10.1016/j.prp.2009.07.010 · Cited by 361 · see citing works
Association of p53 mutations with short survival in colorectal cancer
Hamelin, R., Laurent‐Puig, P., Olschwang, S., et al. (1994) · Gastroenterology · doi:10.1016/s0016-5085(94)94217-x · Cited by 353 · see citing works
Barault, L., Veyrie, N., Jooste, V., Corre, D. L., Chapusot, C., Ferraz, J., Lièvre, A., Cortet, M., Bouvier, A., Rat, P., et al. (2008) · International Journal of Cancer · doi:10.1002/ijc.23388 · Cited by 345 · see citing works
p53 mutation heterogeneity in cancer
Soussi, T., & Lozano, G. (2005) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2005.03.190 · Cited by 275 · see citing works
The prognostic significance of K-ras, p53, and APC mutations in colorectal carcinoma
Conlin, A., Smith, G., Carey, F. A., Wolf, C. R., & Steele, R. J. C. (2005) · Gut · doi:10.1136/gut.2005.066514 · Cited by 262 · see citing works
Phipps, A. I., Buchanan, D. D., Makar, K. W., Win, A. K., Baron, J. A., Lindor, N. M., Potter, J. D., & Newcomb, P. A. (2013) · British Journal of Cancer · doi:10.1038/bjc.2013.118 · Cited by 238 · see citing works
NRAS Mutations Are Rare in Colorectal Cancer
Irahara, N., Baba, Y., Nosho, K., Shima, K., Yan, L., Dias-Santagata, D. C., Iafrate, A. J., Fuchs, C. S., Haigis, K. M., & Ogino, S. (2010) · Diagnostic Molecular Pathology · doi:10.1097/pdm.0b013e3181c93fd1 · Cited by 196 · see citing works
Májek, O., Gondos, Á., Jansen, L., Emrich, K., Holleczek, B., Katalinic, A., Nennecke, A., Eberle, A., Brenner, H., & the GEKID Cancer Survival Working Group (2013) · PLoS ONE · doi:10.1371/journal.pone.0068077 · Cited by 196 · see citing works
Patient and Tumor Characteristics and BRAF and KRAS Mutations in Colon Cancer, NCCTG/Alliance N0147
Gonsalves, W. I., Mahoney, M. R., Sargent, D. J., Nelson, G. D., Alberts, S. R., Sinicrope, F. A., Goldberg, R. M., Limburg, P. J., Thibodeau, S. N., Grothey, A. F., et al. (2014) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/dju106 · Cited by 169 · see citing works
Peeters, M., Kafatos, G., Taylor, A., Gastanaga, V. M., Oliner, K. S., Hechmati, G., Terwey, J.-H., & van Krieken, J. H. (2015) · European Journal of Cancer · doi:10.1016/j.ejca.2015.05.017 · Cited by 163 · see citing works
Wei, X., Wang, F., Zhang, D., Qiu, M., Ren, C., Jin, Y., Zhou, Y.-X., Wang, D., He, M.-M., Bai, L., et al. (2015) · BMC Cancer · doi:10.1186/s12885-015-1379-6 · Cited by 158 · see citing works
RAS signaling pathways, mutations and their role in colorectal cancer
Zenonos, K. (2013) · World Journal of Gastrointestinal Oncology · doi:10.4251/wjgo.v5.i5.97 · Cited by 156 · see citing works
Rosty, C., Young, J. P., Walsh, M. D., Clendenning, M., Sanderson, K., Walters, R., Parry, S., Jenkins, M. A., Win, A. K., Southey, M. C., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0065479 · Cited by 145 · see citing works
Sugai, T., Habano, W., Jiao, Y., Tsukahara, M., Takeda, Y., Otsuka, K., & Nakamura, S. (2006) · Journal of Molecular Diagnostics · doi:10.2353/jmoldx.2006.050052 · Cited by 138 · see citing works
Barras, D. (2015) · Biomarkers in Cancer · doi:10.4137/bic.s25248 · Cited by 138 · see citing works
Cathomas, G. (2014) · Frontiers in Oncology · doi:10.3389/fonc.2014.00035 · Cited by 133 · see citing works
Prognostic significance of p53 mutations in colon cancer at the population level
Samowitz, W. S., Curtin, K. P., Ma, K.-N., et al. (2002) · International Journal of Cancer · doi:10.1002/ijc.10405 · Cited by 128 · see citing works
Zhang, J., Zheng, J., Yang, Y., Lu, J., Gao, J., Lu, T., Sun, J. H., Jiang, H., Zhu, Y., Zheng, Y., et al. (2015) · Scientific Reports · doi:10.1038/srep18678 · Cited by 124 · see citing works
Prognostic significance of KRAS gene mutations in colorectal cancer--preliminary study.
Dinu, D., Dobre, M., Panaitescu, E., Bîrlă, R., Iosif, C., Hoara, P. A., Caragui, A., Boeriu, M., Constantinoiu, S. M., & Ardeleanu, C. M. (2014) · Europe PMC (PubMed Central) · Cited by 114 · see citing works
Racial Differences in BRAF / KRAS Mutation Rates and Survival in Stage III Colon Cancer Patients
Yoon, H. H., Shi, Q., Alberts, S. R., Goldberg, R. M., Thibodeau, S. N., Sargent, D. J., & Sinicrope, F. A. (2015) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/djv186 · Cited by 109 · see citing works
APC mutations in sporadic colorectal carcinomas from The Netherlands Cohort Study
Lüchtenborg, M. (2004) · Carcinogenesis · doi:10.1093/carcin/bgh117 · Cited by 104 · see citing works
Soussi, T., & Béroud, C. (2003) · Human Mutation · doi:10.1002/humu.10189 · Cited by 103 · see citing works
Shen, Y., Wang, J., Han, X., Yang, H., Wang, S., Lin, D., & Shi, Y. (2013) · PLoS ONE · doi:10.1371/journal.pone.0081628 · Cited by 101 · see citing works
Mutation analysis of p53, K‐ras, and BRAF genes in colorectal cancer progression
Calistri, D., Rengucci, C., Seymour, I. J., et al. (2005) · Journal of Cellular Physiology · doi:10.1002/jcp.20310 · Cited by 88 · see citing works
High frequency of K-ras mutations in sporadic colorectal adenomas.
McLellan, E. A., Owen, R., Stepniewska, K., Sheffield, J. P., & Lemoine, N. R. (1993) · Gut · doi:10.1136/gut.34.3.392 · Cited by 84 · see citing works
Colorectal carcinomas with KRAS codon 12 mutation are associated with more advanced tumor stages
Li, W., Qiu, T., Zhi, W., Shi, S., Zou, S., Ling, Y., Shan, L., Ying, J., & Lü, N. (2015) · BMC Cancer · doi:10.1186/s12885-015-1345-3 · Cited by 82 · see citing works
Colombino, M., Sperlongano, P., Izzo, F., Tatangelo, F., Botti, G., Lombardi, A., Accardo, M., Tarantino, L., Sordelli, I., Agresti, M., et al. (2012) · Cell Death and Disease · doi:10.1038/cddis.2011.136 · Cited by 79 · see citing works
Molecular Analysis of Colorectal Tumors within a Diverse Patient Cohort at a Single Institution
Sylvester, B. E., Huo, D., Khramtsov, A., Zhang, J., Smalling, R. V., Olugbile, S. O., Polite, B. N., & Olopade, O. I. (2011) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-11-1397 · Cited by 68 · see citing works
Sinha, R., Hussain, S., Mehrotra, R., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0060142 · Cited by 61 · see citing works
Slebos, R. J. C., Baas, I. O., Clement, M. J., Polak, M. M., Mulder, J., van den Berg, F. M., Hamilton, S., & Offerhaus, G. J. A. (1996) · British Journal of Cancer · doi:10.1038/bjc.1996.333 · Cited by 58 · see citing works
Indian Council of Medical Research consensus document for the management of colorectal cancer
Sirohi, B., Shrikhande, S. V., Perakath, B., Raghunandharao, D., Julka, P. K., Lele, V. R., Chaturvedi, A., Nandakumar, A., Ramadwar, M. S., Bhatia, V., et al. (2014) · Indian Journal of Medical and Paediatric Oncology · doi:10.4103/0971-5851.142031 · Cited by 52 · see citing works
Alterations in K-ras, APC and p53-multiple genetic pathway in colorectal cancer among Indians
Malhotra, P., Anwar, M., Nanda, N., et al. (2013) · Tumor Biology · doi:10.1007/s13277-013-0734-y · Cited by 45 · see citing works
The Difference in p53 Mutations between Cancers of the Upper and Lower Gastrointestinal Tract
Oki, E., Zhao, Y., Yoshida, R., Egashira, A., Ohgaki, K., Morita, M., Kakeji, Y., & Maehara, Y. (2009) · Digestion · doi:10.1159/000167864 · Cited by 44 · see citing works
KRAS,NRASandBRAFmutations in Greek and Romanian patients with colorectal cancer: a cohort study
Negru, S. M., Papadopoulou, E., Apessos, A., Stănculeanu, D. L., Ciuleanu, E., Volovat, C. D., Croitoru, A. E., Kakolyris, S., Aravantinos, G., Ziras, N., et al. (2014) · BMJ Open · doi:10.1136/bmjopen-2013-004652 · Cited by 44 · see citing works
APC and K-ras gene mutation in aberrant crypt foci of human colon
Yuan, P. (2001) · World Journal of Gastroenterology · doi:10.3748/wjg.v7.i3.352 · Cited by 43 · see citing works
Genetic alterations of APC, K-ras, p53, MSI, and MAGE in Korean colorectal cancer patients
Jeon, C., Lee, H.-I., Shin, I.-H., & Park, J. (2007) · International Journal of Colorectal Disease · doi:10.1007/s00384-007-0373-0 · Cited by 43 · see citing works
Bisht, S., Ahmad, F., Sawaimoon, S. K., Bhatia, S., & Das, B. R. (2014) · Medical Oncology · doi:10.1007/s12032-014-0124-3 · Cited by 38 · see citing works
Palomba, G., Colombino, M., Contu, A. S., Massidda, B., Baldino, G., Pazzola, A., Ionta, M. T., Capelli, F., Trova, V., Sedda, T., et al. (2012) · Journal of Translational Medicine · doi:10.1186/1479-5876-10-178 · Cited by 38 · see citing works
Pan, Z.-Z. (2004) · World Journal of Gastroenterology · doi:10.3748/wjg.v10.i24.3688 · Cited by 24 · see citing works
Phua, L. C., Ng, H. W., Yeo, A. H. L., Chen, E., Lo, M., Cheah, P. Y., Chan, E. C. Y., Koh, P. K., & Ho, H. K. (2015) · Oncology Letters · doi:10.3892/ol.2015.3560 · Cited by 21 · see citing works
A Pathway-Centric Survey of Somatic Mutations in Chinese Patients with Colorectal Carcinomas
Ling, C., Wang, L., Wang, Z., et al. (2015) · PLoS ONE · doi:10.1371/journal.pone.0116753 · Cited by 15 · see citing works
KRAS and BRAF mutation frequencies in a series of Turkish colorectal cancer patients
Baskın, Y., Calibasi‐Kocal, G., Amirfallah, A., Dağdeviren, K., Canda, A. E., Sarıoğlu, S., Sağol, Ö., Ellıdokuz, H., Öztop, İ., & Yılmaz, U. (2014) · Translational Cancer Research · doi:10.21037/2366 · Cited by 14 · see citing works
Mutation of the PIK3CA gene as a prognostic factor in patients with colorectal cancer
Stec, R., Semeniuk-Wojtaś, A., Charkiewicz, R., Bodnar, L., Korniluk, J., Smoter, M., Chyczewski, L., Nikliński, J., & Szczylik, C. A. (2015) · Oncology Letters · doi:10.3892/ol.2015.3398 · Cited by 13 · see citing works
Golmohammadi, R., Namazi, M. J., Nikbakht, M., et al. (2013) · Gut and Liver · doi:10.5009/gnl.2013.7.3.295 · Cited by 11 · see citing works
Hasanpour, M., Galehdari, H., Masjedizadeh, A., et al. (2014) · PubMed · Cited by 10 · see citing works
Attard, T. M., Young, R. J., Stoner, J. A., et al. (2007) · Cancer Genetics and Cytogenetics · doi:10.1016/j.cancergencyto.2006.10.002 · Cited by 9 · see citing works
Rehman, S. (2009) · ecancermedicalscience · doi:10.3332/ecancer.2008.129 · Cited by 5 · see citing works
Rehman, S. (2009) · ecancermedicalscience · doi:10.3332/ecancer.2009.129 · Cited by 3 · see citing works
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The origins and genetic interactions of KRAS mutations are allele- and tissue-specific
Cook, J. H., Melloni, G. E. M., Gulhan, D. C., Park, P. J., & Haigis, K. M. (2021) · Nature Communications · doi:10.1038/s41467-021-22125-z · Cited by 208 · see citing works
- Authors
- Jauhri, M., Bhatnagar, A., Gupta, S., BP, M., Minhas, S., Shokeen, Y., & Aggarwal, S.
- Affiliations
- Sir Ganga Ram Hospital (IN)
- Amity University (IN)
- Strand Life Sciences (India) (IN)
- Strand Life Sciences, Bangalore, India
- Corresponding author
- Jauhri, Mayank
- Venue
- Tumor Biology
- Publisher
- SAGE Publications
- Published
- 2017-02
- Volume
- 39
- Issue
- 2
- Pages
- 1010428317692265-1010428317692265
- ISSN
- 1010-4283 (ISSN-L)
- 1423-0380
- OpenAlex
- W2589451986
- Cited by
- 57
- References
- 59
- Citations by year
- 2026: 4 · 2025: 9 · 2024: 12 · 2023: 3 · 2022: 7 · 2021: 7 · 2020: 4 · 2019: 7 · 2018: 3 · 2017: 1
- FWCI
- 1.81
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Tumor Biology (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Health Sciences › Medicine › Oncology › Colorectal Cancer Treatments and Studies
- Health Sciences › Medicine › Pathology and Forensic Medicine › Genetic factors in colorectal cancer
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer Genomics and Diagnostics
- Keywords
- colorectal cancer, KRAS mutation, BRAF mutation, PIK3CA mutation, NRAS mutation, TP53 mutation, APC mutation, somatic mutations, mutual exclusion, tumor markers, clinicopathological features, tumor location, Indian patients
- MeSH terms
- Adult, Aged, Aged, 80 and over, Female, Humans, India, Male, Membrane Proteins, Middle Aged, Neoplasm Proteins, Colorectal Neoplasms, Cohort Studies, Tumor Suppressor Protein p53, Proto-Oncogene Proteins p21(ras), Phosphatidylinositol 3-Kinases, GTP Phosphohydrolases, Adenomatous Polyposis Coli Protein, Proto-Oncogene Proteins B-raf, Young Adult, Class I Phosphatidylinositol 3-Kinases
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