Skip to main content
Top
Published in: Medical Oncology 10/2016

01-10-2016 | Original Paper

Targeted molecular profiling of rare genetic alterations in colorectal cancer using next-generation sequencing

Authors: Mayank Jauhri, Akanksha Bhatnagar, Satish Gupta, Yogender Shokeen, Sachin Minhas, Shyam Aggarwal

Published in: Medical Oncology | Issue 10/2016

Login to get access

Abstract

Mutation frequencies of common genetic alterations in colorectal cancer have been in the spotlight for many years. This study highlights few rare somatic mutations, which possess the attributes of a potential CRC biomarker yet are often neglected. Next-generation sequencing was performed over 112 tumor samples to detect genetic alterations in 31 rare genes in colorectal cancer. Mutations were detected in 26/31 (83.9 %) uncommon genes, which together contributed toward 149 gene mutations in 67/112 (59.8 %) colorectal cancer patients. The most frequent mutations include KDR (19.6 %), PTEN (17 %), FBXW7 (10.7 %), SMAD4 (10.7 %), VHL (8 %), KIT (8 %), MET (7.1 %), ATM (6.3 %), CTNNB1 (4.5 %) and CDKN2A (4.5 %). RB1, ERBB4 and ERBB2 mutations were persistent in 3.6 % patients. GNAS, FGFR2 and FGFR3 mutations were persistent in 1.8 % patients. Ten genes (EGFR, NOTCH1, SMARCB1, ABL1, STK11, SMO, RET, GNAQ, CSF1R and FLT3) were found mutated in 0.9 % patients. Lastly, no mutations were observed in AKT, HRAS, MAP2K1, PDGFR and JAK2. Significant associations were observed between VHL with tumor site, ERBB4 and SMARCB1 with tumor invasion, CTNNB1 with lack of lymph node involvement and CTNNB1, FGFR2 and FGFR3 with TNM stage. Significantly coinciding mutation pairs include PTEN and SMAD4, PTEN and KDR, EGFR and RET, EGFR and RB1, FBXW7 and CTNNB1, KDR and FGFR2, FLT3 and CTNNB1, RET and RB1, ATM and SMAD4, ATM and CDKN2A, ERBB4 and SMARCB1. This study elucidates few potential colorectal cancer biomarkers, specifically KDR, PTEN, FBXW7 and SMAD4, which are found mutated in more than 10 % patients.
Literature
1.
go back to reference Ferlay J, Soerjomataram I, Dikshit R, Eser S, Mathers C, Rebelo M, et al. Cancer incidence and mortality worldwide: sources, methods and major patterns in GLOBOCAN 2012. Int J Cancer. 2015;136(5):E359–86. doi:10.1002/ijc.29210.PubMedCrossRef Ferlay J, Soerjomataram I, Dikshit R, Eser S, Mathers C, Rebelo M, et al. Cancer incidence and mortality worldwide: sources, methods and major patterns in GLOBOCAN 2012. Int J Cancer. 2015;136(5):E359–86. doi:10.​1002/​ijc.​29210.PubMedCrossRef
2.
go back to reference Kalia M. Biomarkers for personalized oncology: recent advances and future challenges. Metabolism. 2015;64(3):S16–21.PubMedCrossRef Kalia M. Biomarkers for personalized oncology: recent advances and future challenges. Metabolism. 2015;64(3):S16–21.PubMedCrossRef
3.
go back to reference Network Cancer Genome Atlas. Comprehensive molecular characterization of human colon and rectal cancer. Nature. 2012;487(7407):330–7.CrossRef Network Cancer Genome Atlas. Comprehensive molecular characterization of human colon and rectal cancer. Nature. 2012;487(7407):330–7.CrossRef
4.
go back to reference Takahashi Y, Kitadai Y, Bucana CD, Cleary KR, Ellis LM. Expression of vascular endothelial growth factor and its receptor, KDR, correlates with vascularity, metastasis, and proliferation of human colon cancer. Cancer Res. 1995;55(18):3964–8.PubMed Takahashi Y, Kitadai Y, Bucana CD, Cleary KR, Ellis LM. Expression of vascular endothelial growth factor and its receptor, KDR, correlates with vascularity, metastasis, and proliferation of human colon cancer. Cancer Res. 1995;55(18):3964–8.PubMed
5.
go back to reference Loaiza-Bonilla A, Jensen C, Shroff S, Furth E, Bonilla-Reyes PA, Deik AF, et al. KDR mutation as a novel predictive biomarker of exceptional response to regorafenib in metastatic colorectal cancer. Cureus. 2016;8(2):e478. doi:10.7759/cureus.478.PubMedPubMedCentral Loaiza-Bonilla A, Jensen C, Shroff S, Furth E, Bonilla-Reyes PA, Deik AF, et al. KDR mutation as a novel predictive biomarker of exceptional response to regorafenib in metastatic colorectal cancer. Cureus. 2016;8(2):e478. doi:10.​7759/​cureus.​478.PubMedPubMedCentral
6.
go back to reference Dong G, Guo X, Fu X, Wan S, Zhou F, Myers RE, et al. Potentially functional genetic variants in KDR gene as prognostic markers in patients with resected colorectal cancer. Cancer Sci. 2012;103(3):561–8.PubMedCrossRef Dong G, Guo X, Fu X, Wan S, Zhou F, Myers RE, et al. Potentially functional genetic variants in KDR gene as prognostic markers in patients with resected colorectal cancer. Cancer Sci. 2012;103(3):561–8.PubMedCrossRef
7.
go back to reference Lee SY, Haq F, Kim D, Jun C, Jo HJ, Ahn SM, Lee WS. Comparative genomic analysis of primary and synchronous metastatic colorectal cancers. PLoS One. 2014;9(3):e90459.PubMedPubMedCentralCrossRef Lee SY, Haq F, Kim D, Jun C, Jo HJ, Ahn SM, Lee WS. Comparative genomic analysis of primary and synchronous metastatic colorectal cancers. PLoS One. 2014;9(3):e90459.PubMedPubMedCentralCrossRef
8.
go back to reference Mockus SM, Potter CS, Stafford GA, Ananda G, Hinerfeld D, Tsongalis GJ. Targeting KDR mutations in lung adenocarcinoma. Cancer Res. 2015;75(15 Supplement):73–73.CrossRef Mockus SM, Potter CS, Stafford GA, Ananda G, Hinerfeld D, Tsongalis GJ. Targeting KDR mutations in lung adenocarcinoma. Cancer Res. 2015;75(15 Supplement):73–73.CrossRef
9.
go back to reference Silva IP, Salhi A, Giles KM, Vogelsang M, Han SW, Ismaili N, et al. Identification of a novel pathogenic germline KDR variant in melanoma. Clin Cancer Res. 2016;22(10):2377–85.PubMedCrossRef Silva IP, Salhi A, Giles KM, Vogelsang M, Han SW, Ismaili N, et al. Identification of a novel pathogenic germline KDR variant in melanoma. Clin Cancer Res. 2016;22(10):2377–85.PubMedCrossRef
10.
go back to reference Sammarco I, Capurso G, Coppola L, Bonifazi AP, Cassetta S, Delle Fave G, et al. Expression of the proto-oncogene c-KIT in normal and tumor tissues from colorectal carcinoma patients. Int J Colorectal Dis. 2004;19(6):545–53.PubMedCrossRef Sammarco I, Capurso G, Coppola L, Bonifazi AP, Cassetta S, Delle Fave G, et al. Expression of the proto-oncogene c-KIT in normal and tumor tissues from colorectal carcinoma patients. Int J Colorectal Dis. 2004;19(6):545–53.PubMedCrossRef
11.
go back to reference El-Serafi MM, Bahnassy AA, Ali NM, Eid SM, Kamel MM, Abdel-Hamid NA, Zekri ARN. The prognostic value of c-Kit, K-ras codon 12, and p53 codon 72 mutations in Egyptian patients with stage II colorectal cancer. Cancer. 2010;116(21):4954–64.PubMedCrossRef El-Serafi MM, Bahnassy AA, Ali NM, Eid SM, Kamel MM, Abdel-Hamid NA, Zekri ARN. The prognostic value of c-Kit, K-ras codon 12, and p53 codon 72 mutations in Egyptian patients with stage II colorectal cancer. Cancer. 2010;116(21):4954–64.PubMedCrossRef
13.
go back to reference Malapelle U, Pisapia P, Sgariglia R, Vigliar E, Biglietto M, Carlomagno C, et al. Less frequently mutated genes in colorectal cancer: evidences from next-generation sequencing of 653 routine cases. J Clin Pathol. 2016;69(9):767–71.PubMedCrossRef Malapelle U, Pisapia P, Sgariglia R, Vigliar E, Biglietto M, Carlomagno C, et al. Less frequently mutated genes in colorectal cancer: evidences from next-generation sequencing of 653 routine cases. J Clin Pathol. 2016;69(9):767–71.PubMedCrossRef
14.
go back to reference Lee JW, Soung YH, Seo SH, Kim SY, Park CH, Wang YP, et al. Somatic mutations of ERBB2 kinase domain in gastric, colorectal, and breast carcinomas. Clin Cancer Res. 2006;12(1):57–61.PubMedCrossRef Lee JW, Soung YH, Seo SH, Kim SY, Park CH, Wang YP, et al. Somatic mutations of ERBB2 kinase domain in gastric, colorectal, and breast carcinomas. Clin Cancer Res. 2006;12(1):57–61.PubMedCrossRef
15.
go back to reference Soung YH, Lee JW, Kim SY, Wang YP, Jo KH, Moon SW, et al. Somatic mutations of the ERBB4 kinase domain in human cancers. Int J Cancer. 2006;118(6):1426–9.PubMedCrossRef Soung YH, Lee JW, Kim SY, Wang YP, Jo KH, Moon SW, et al. Somatic mutations of the ERBB4 kinase domain in human cancers. Int J Cancer. 2006;118(6):1426–9.PubMedCrossRef
16.
go back to reference Williams CS, Bernard JK, Beckler MD, Almohazey D, Washington MK, Smith JJ, Frey MR. ERBB4 is over-expressed in human colon cancer and enhances cellular transformation. Carcinogenesis. 2015;36(7):710–8.PubMedPubMedCentralCrossRef Williams CS, Bernard JK, Beckler MD, Almohazey D, Washington MK, Smith JJ, Frey MR. ERBB4 is over-expressed in human colon cancer and enhances cellular transformation. Carcinogenesis. 2015;36(7):710–8.PubMedPubMedCentralCrossRef
17.
go back to reference Matsuda Y, Ishiwata T, Yamahatsu K, Kawahara K, Hagio M, Peng WX, et al. Overexpressed fibroblast growth factor receptor 2 in the invasive front of colorectal cancer: a potential therapeutic target in colorectal cancer. Cancer Lett. 2011;309(2):209–19.PubMedCrossRef Matsuda Y, Ishiwata T, Yamahatsu K, Kawahara K, Hagio M, Peng WX, et al. Overexpressed fibroblast growth factor receptor 2 in the invasive front of colorectal cancer: a potential therapeutic target in colorectal cancer. Cancer Lett. 2011;309(2):209–19.PubMedCrossRef
18.
go back to reference Jang JH, Shin KH, Park JG. Mutations in fibroblast growth factor receptor 2 and fibroblast growth factor receptor 3 genes associated with human gastric and colorectal cancers. Cancer Res. 2001;61(9):3541–3.PubMed Jang JH, Shin KH, Park JG. Mutations in fibroblast growth factor receptor 2 and fibroblast growth factor receptor 3 genes associated with human gastric and colorectal cancers. Cancer Res. 2001;61(9):3541–3.PubMed
19.
go back to reference Luo Y, Tsuchiya KD, Park DI, Fausel R, Kanngurn S, Welcsh P, et al. RET is a potential tumor suppressor gene in colorectal cancer. Oncogene. 2013;32(16):2037–47.PubMedCrossRef Luo Y, Tsuchiya KD, Park DI, Fausel R, Kanngurn S, Welcsh P, et al. RET is a potential tumor suppressor gene in colorectal cancer. Oncogene. 2013;32(16):2037–47.PubMedCrossRef
21.
go back to reference Chen W, Drakos E, Grammatikakis I, Schlette EJ, Li J, Leventaki V, et al. mTOR signaling is activated by FLT3 kinase and promotes survival of FLT3-mutated acute myeloid leukemia cells. Mol Cancer. 2010;9(1):1. Chen W, Drakos E, Grammatikakis I, Schlette EJ, Li J, Leventaki V, et al. mTOR signaling is activated by FLT3 kinase and promotes survival of FLT3-mutated acute myeloid leukemia cells. Mol Cancer. 2010;9(1):1.
22.
go back to reference Lian QF, Zhan XJ. Identification of differential gene expressions in colorectal cancer and polyp by cDNA microarray. World J Gastroenterol. 2012;18(6):570–5.PubMedPubMedCentralCrossRef Lian QF, Zhan XJ. Identification of differential gene expressions in colorectal cancer and polyp by cDNA microarray. World J Gastroenterol. 2012;18(6):570–5.PubMedPubMedCentralCrossRef
23.
go back to reference Lan YT, Jen-Kou L, Lin CH, et al. Mutations in the RAS and PI3 K pathways are associated with metastatic location in colorectal cancers. J Surg Oncol. 2015;111:905–10.PubMedCrossRef Lan YT, Jen-Kou L, Lin CH, et al. Mutations in the RAS and PI3 K pathways are associated with metastatic location in colorectal cancers. J Surg Oncol. 2015;111:905–10.PubMedCrossRef
24.
go back to reference Day FL, Jorissen RN, Lipton L, et al. PIK3CA and PTEN gene and exon mutation-specific clinicopathologic and molecular associations in colorectal cancer. Clin Cancer Res. 2013;19:3285–96.PubMedCrossRef Day FL, Jorissen RN, Lipton L, et al. PIK3CA and PTEN gene and exon mutation-specific clinicopathologic and molecular associations in colorectal cancer. Clin Cancer Res. 2013;19:3285–96.PubMedCrossRef
25.
go back to reference Berg M, Danielsen SA, Ahlquist T, Merok MA, et al. DNA sequence profiles of the colorectal cancer critical gene set KRAS-BRAF-PIK3CA-PTEN-TP53 related to age at disease onset. PLoS ONE. 2010;5(11):e13978.PubMedPubMedCentralCrossRef Berg M, Danielsen SA, Ahlquist T, Merok MA, et al. DNA sequence profiles of the colorectal cancer critical gene set KRAS-BRAF-PIK3CA-PTEN-TP53 related to age at disease onset. PLoS ONE. 2010;5(11):e13978.PubMedPubMedCentralCrossRef
26.
27.
go back to reference Rychahou PG, Jackson LN, Silva SR, et al. Targeted molecular therapy of the PI3 K pathway: therapeutic significance of PI3 K subunit targeting in colorectal carcinoma. Ann Surg. 2006;243(6):833–44.PubMedPubMedCentralCrossRef Rychahou PG, Jackson LN, Silva SR, et al. Targeted molecular therapy of the PI3 K pathway: therapeutic significance of PI3 K subunit targeting in colorectal carcinoma. Ann Surg. 2006;243(6):833–44.PubMedPubMedCentralCrossRef
28.
go back to reference Colakoglu T, Yildirim S, Kayaselcuk F, et al. Clinicopathological significance of PTEN loss and the phosphoinositide 3-kinase/Akt pathway in sporadic colorectal neoplasms: is PTEN loss predictor of local recurrence? Am J Surg. 2008;195(6):719–25.PubMedCrossRef Colakoglu T, Yildirim S, Kayaselcuk F, et al. Clinicopathological significance of PTEN loss and the phosphoinositide 3-kinase/Akt pathway in sporadic colorectal neoplasms: is PTEN loss predictor of local recurrence? Am J Surg. 2008;195(6):719–25.PubMedCrossRef
30.
go back to reference Avizienyte E, Roth S, Loukola A, Hemminki A, Lothe RA, Stenwig AE, et al. Somatic mutations in LKB1 are rare in sporadic colorectal and testicular tumors. Cancer Res. 1998;58(10):2087–90.PubMed Avizienyte E, Roth S, Loukola A, Hemminki A, Lothe RA, Stenwig AE, et al. Somatic mutations in LKB1 are rare in sporadic colorectal and testicular tumors. Cancer Res. 1998;58(10):2087–90.PubMed
32.
go back to reference Bai J, Gao J, Mao Z, Wang J, Li J, Li W, et al. Genetic mutations in human rectal cancers detected by targeted sequencing. J Hum Genet. 2015;60(10):589–96.PubMedCrossRef Bai J, Gao J, Mao Z, Wang J, Li J, Li W, et al. Genetic mutations in human rectal cancers detected by targeted sequencing. J Hum Genet. 2015;60(10):589–96.PubMedCrossRef
33.
go back to reference Cai ZX, Tang XD, Gao HL, Tang C, Nandakumar V, et al. APC, FBXW7, KRAS, PIK3CA, and TP53 gene mutations in human colorectal cancer tumors frequently detected by next-generation DNA sequencing. J Mol Genet Med. 2014;8. doi:10.4172/1747-0862.1000145. Cai ZX, Tang XD, Gao HL, Tang C, Nandakumar V, et al. APC, FBXW7, KRAS, PIK3CA, and TP53 gene mutations in human colorectal cancer tumors frequently detected by next-generation DNA sequencing. J Mol Genet Med. 2014;8. doi:10.​4172/​1747-0862.​1000145.
34.
go back to reference Han SW, Kim HP, Shin JY, Jeong EG, Lee WC, Lee KH, et al. Targeted sequencing of cancer-related genes in colorectal cancer using next-generation sequencing. PLoS ONE. 2013;8(5):e64271.PubMedPubMedCentralCrossRef Han SW, Kim HP, Shin JY, Jeong EG, Lee WC, Lee KH, et al. Targeted sequencing of cancer-related genes in colorectal cancer using next-generation sequencing. PLoS ONE. 2013;8(5):e64271.PubMedPubMedCentralCrossRef
35.
go back to reference Kuwai T, Kitadai Y, Tanaka S, Hiyama T, Tanimoto K, Chayama K. Mutation of the von Hippel-Lindau (VHL) gene in human colorectal carcinoma: association with cytoplasmic accumulation of hypoxia-inducible factor (HIF)-1α. Cancer Sci. 2004;95(2):149–53.PubMedCrossRef Kuwai T, Kitadai Y, Tanaka S, Hiyama T, Tanimoto K, Chayama K. Mutation of the von Hippel-Lindau (VHL) gene in human colorectal carcinoma: association with cytoplasmic accumulation of hypoxia-inducible factor (HIF)-1α. Cancer Sci. 2004;95(2):149–53.PubMedCrossRef
36.
go back to reference Thompson D, Duedal S, Kirner J, McGuffog L, Last J, Reiman A, et al. Cancer risks and mortality in heterozygous ATM mutation carriers. J. Nat. Cancer Inst. 2005;97(11):813–22.PubMedCrossRef Thompson D, Duedal S, Kirner J, McGuffog L, Last J, Reiman A, et al. Cancer risks and mortality in heterozygous ATM mutation carriers. J. Nat. Cancer Inst. 2005;97(11):813–22.PubMedCrossRef
37.
go back to reference Bougatef K, Ouerhani S, Moussa A, Kourda N, Coulet F, Colas C, et al. Prevalence of mutations in APC, CTNNB1, and BRAF in Tunisian patients with sporadic colorectal cancer. Cancer Genet Cytogenet. 2008;187(1):12–8.PubMedCrossRef Bougatef K, Ouerhani S, Moussa A, Kourda N, Coulet F, Colas C, et al. Prevalence of mutations in APC, CTNNB1, and BRAF in Tunisian patients with sporadic colorectal cancer. Cancer Genet Cytogenet. 2008;187(1):12–8.PubMedCrossRef
38.
go back to reference Luchtenborg M, Weijenberg MP, Wark PA, Saritas AM, Roemen GM, van Muijen GN, et al. Mutations in APC, CTNNB1 and K-ras genes and expression of hMLH1 in sporadic colorectal carcinomas from the Netherlands Cohort Study. BMC Cancer. 2005;5(1):1.CrossRef Luchtenborg M, Weijenberg MP, Wark PA, Saritas AM, Roemen GM, van Muijen GN, et al. Mutations in APC, CTNNB1 and K-ras genes and expression of hMLH1 in sporadic colorectal carcinomas from the Netherlands Cohort Study. BMC Cancer. 2005;5(1):1.CrossRef
39.
go back to reference Trzeciak L, Hennig E, Kolodziejski J, Nowacki M, Ostrowski J. Mutations, methylation and expression of CDKN2a/p16 gene in colorectal cancer and normal colonic mucosa. Cancer Lett. 2001;163(1):17–23.PubMedCrossRef Trzeciak L, Hennig E, Kolodziejski J, Nowacki M, Ostrowski J. Mutations, methylation and expression of CDKN2a/p16 gene in colorectal cancer and normal colonic mucosa. Cancer Lett. 2001;163(1):17–23.PubMedCrossRef
40.
go back to reference Xing X, Cai W, Shi H, Wang Y, Li M, Jiao J, Chen M. The prognostic value of CDKN2A hypermethylation in colorectal cancer: a meta-analysis. Br J Cancer. 2013;108(12):2542–8.PubMedPubMedCentralCrossRef Xing X, Cai W, Shi H, Wang Y, Li M, Jiao J, Chen M. The prognostic value of CDKN2A hypermethylation in colorectal cancer: a meta-analysis. Br J Cancer. 2013;108(12):2542–8.PubMedPubMedCentralCrossRef
41.
go back to reference Watanabe M, Sowa Y, Yogosawa M, Sakai T. Novel MEK inhibitor trametinib and other retinoblastoma gene (RB)-reactivating agents enhance efficacy of 5-fluorouracil on human colon cancer cells. Cancer Sci. 2013;104(6):687–93.PubMedCrossRef Watanabe M, Sowa Y, Yogosawa M, Sakai T. Novel MEK inhibitor trametinib and other retinoblastoma gene (RB)-reactivating agents enhance efficacy of 5-fluorouracil on human colon cancer cells. Cancer Sci. 2013;104(6):687–93.PubMedCrossRef
42.
go back to reference Fumagalli D, Gavin PG, Taniyama Y, Kim SI, Choi HJ, Paik S, Pogue-Geile KL. A rapid, sensitive, reproducible and cost-effective method for mutation profiling of colon cancer and metastatic lymph nodes. BMC Cancer. 2010;10:101.PubMedPubMedCentralCrossRef Fumagalli D, Gavin PG, Taniyama Y, Kim SI, Choi HJ, Paik S, Pogue-Geile KL. A rapid, sensitive, reproducible and cost-effective method for mutation profiling of colon cancer and metastatic lymph nodes. BMC Cancer. 2010;10:101.PubMedPubMedCentralCrossRef
43.
go back to reference Li T, Liao X, Lochhead P, Morikawa T, Yamauchi M, Nishihara R, et al. SMO expression in colorectal cancer: associations with clinical, pathological, and molecular features. Ann Surg Oncol. 2014;21(13):4164–73.PubMedPubMedCentralCrossRef Li T, Liao X, Lochhead P, Morikawa T, Yamauchi M, Nishihara R, et al. SMO expression in colorectal cancer: associations with clinical, pathological, and molecular features. Ann Surg Oncol. 2014;21(13):4164–73.PubMedPubMedCentralCrossRef
Metadata
Title
Targeted molecular profiling of rare genetic alterations in colorectal cancer using next-generation sequencing
Authors
Mayank Jauhri
Akanksha Bhatnagar
Satish Gupta
Yogender Shokeen
Sachin Minhas
Shyam Aggarwal
Publication date
01-10-2016
Publisher
Springer US
Published in
Medical Oncology / Issue 10/2016
Print ISSN: 1357-0560
Electronic ISSN: 1559-131X
DOI
https://doi.org/10.1007/s12032-016-0820-2

Other articles of this Issue 10/2016

Medical Oncology 10/2016 Go to the issue