Predictive and prognostic biomarkers in colorectal cancer

Jeffrey Van DEUSEN, David S. HSU

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Front. Biol. ›› 2011, Vol. 6 ›› Issue (6) : 482-489. DOI: 10.1007/s11515-011-1158-y
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Predictive and prognostic biomarkers in colorectal cancer

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Abstract

Colorectal cancer is the third most common cancer and the second leading cause of cancer-related death in the United States. Three quarters of patients diagnosed with colorectal cancer will have early stage disease and despite surgical resection for curative intent, approximately 20%–25% of patients will recur with their disease within five years. The other 25% will present with advanced or metastatic disease and clinicians are faced with the challenge of choosing the most appropriate therapy for individual patients. Despite multiple treatment options which are now available and concomitant improvements in survival, advanced colorectal cancer remains universally fatal. The challenge for clinicians is to identify prognostic and predictive biomarkers that can assist in tailoring available treatments for an individual patient to improve clinical outcomes. This review will summarize current and future biomarkers in colorectal cancer and discuss their utility in managing patient care.

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Jeffrey Van DEUSEN, David S. HSU. Predictive and prognostic biomarkers in colorectal cancer. Front Biol, 2011, 6(6): 482‒489 https://doi.org/10.1007/s11515-011-1158-y

References

[1]
Aaltonen L A, Peltomäki P, Leach F S, Sistonen P, Pylkkänen L, Mecklin J P, Järvinen H, Powell S M, Jen J, Hamilton S R, . (1993). Clues to the pathogenesis of familial colorectal cancer. Science, 260(5109): 812–816
CrossRef Pubmed Google scholar
[2]
Amado R G, Wolf M, Peeters M, Van Cutsem E, Siena S, Freeman D J, Juan T, Sikorski R, Suggs S, Radinsky R, Patterson S D, Chang D D (2008). Wild-type KRAS is required for panitumumab efficacy in patients with metastatic colorectal cancer. J Clin Oncol, 26(10): 1626–1634
CrossRef Pubmed Google scholar
[3]
André T, Bensmaine M A, Louvet C, François E, Lucas V, Desseigne F, Beerblock K, Bouché O, Carola E, Merrouche Y, Morvan F, Dupont-André G, de Gramont A (1999). Multicenter phase II study of bimonthly high-dose leucovorin, fluorouracil infusion, and oxaliplatin for metastatic colorectal cancer resistant to the same leucovorin and fluorouracil regimen. J Clin Oncol, 17(11): 3560–3568
Pubmed
[4]
Andreyev H J, Norman A R, Cunningham D, Oates J, Dix B R, Iacopetta B J, Young J, Walsh T, Ward R, Hawkins N, Beranek M, Jandik P, Benamouzig R, Jullian E, Laurent-Puig P, Olschwang S, Muller O, Hoffmann I, Rabes H M, Zietz C, Troungos C, Valavanis C, Yuen S T, Ho J W, Croke C T, O’Donoghue D P, Giaretti W, Rapallo A, Russo A, Bazan V, Tanaka M, Omura K, Azuma T, Ohkusa T, Fujimori T, Ono Y, Pauly M, Faber C, Glaesener R, de Goeij A F, Arends J W, Andersen S N, Lövig T, Breivik J, Gaudernack G, Clausen O P, De Angelis P D, Meling G I, Rognum T O, Smith R, Goh H S, Font A, Rosell R, Sun X F, Zhang H, Benhattar J, Losi L, Lee J Q, Wang S T, Clarke P A, Bell S, Quirke P, Bubb V J, Piris J, Cruickshank N R, Morton D, Fox J C, Al-Mulla F, Lees N, Hall C N, Snary D, Wilkinson K, Dillon D, Costa J, Pricolo V E, Finkelstein S D, Thebo J S, Senagore A J, Halter S A, Wadler S, Malik S, Krtolica K, Urosevic N (2001). Kirsten ras mutations in patients with colorectal cancer: the ‘RASCAL II’ study. Br J Cancer, 85(5): 692–696
CrossRef Pubmed Google scholar
[5]
Andreyev H J, Norman A R, Cunningham D, Oates J R, Clarke P A (1998). Kirsten ras mutations in patients with colorectal cancer: the multicenter “RASCAL” study. J Natl Cancer Inst, 90(9): 675–684
CrossRef Pubmed Google scholar
[6]
Arnaud J P, Koehl C, Adloff M (1980). Carcinoembryonic antigen (CEA) in diagnosis and prognosis of colorectal carcinoma. Dis Colon Rectum, 23(3): 141–144
CrossRef Pubmed Google scholar
[7]
Atkinson A J, Colburn W A, Degruttola V G,βDe Mets D L,βDowning DO G J,βHoth D F, Oates J A, Peck C C,βSchooley R T, Spilker B A,βWoodcock J,βZeger S L (2001). Biomarkers and surrogate endpoints: preferred definitions and conceptual framework. Clin Pharmacol Ther, 69(3): 89–95
CrossRef Pubmed Google scholar
[8]
Augenlicht L H, Wahrman M Z, Halsey H, Anderson L, Taylor J, Lipkin M (1987). Expression of cloned sequences in biopsies of human colonic tissue and in colonic carcinoma cells induced to differentiate in vitro. Cancer Res, 47(22): 6017–6021
Pubmed
[9]
August D A, Sugarbaker P H, Ottow R T, Gianola F J, Schneider P D (1985). Hepatic resection of colorectal metastases. Influence of clinical factors and adjuvant intraperitoneal 5-fluorouracil via Tenckhoff catheter on survival. Ann Surg, 201(2): 210–218
CrossRef Pubmed Google scholar
[10]
Barrier A, Roser F, Boëlle P Y, Franc B, Tse C, Brault D, Lacaine F, Houry S, Callard P, Penna C, Debuire B, Flahault A, Dudoit S, Lemoine A (2007). Prognosis of stage II colon cancer by non-neoplastic mucosa gene expression profiling. Oncogene, 26(18): 2642–2648
CrossRef Pubmed Google scholar
[11]
Begent R H (1984). The value of carcinoembryonic antigen measurement in clinical practice. Ann Clin Biochem, 21(Pt 4): 231–238
Pubmed
[12]
Bertagnolli M M, Niedzwiecki D, Compton C C, Hahn H P, Hall M, Damas B, Jewell S D, Mayer R J, Goldberg R M, Saltz L B, Warren R S, Redston M (2009). Microsatellite instability predicts improved response to adjuvant therapy with irinotecan, fluorouracil, and leucovorin in stage III colon cancer: Cancer and Leukemia Group B Protocol 89803. J Clin Oncol, 27(11): 1814–1821
CrossRef Pubmed Google scholar
[13]
Bertucci F, Salas S, Eysteries S, Nasser V, Finetti P, Ginestier C, Charafe-Jauffret E, Loriod B, Bachelart L, Montfort J, Victorero G, Viret F, Ollendorff V, Fert V, Giovaninni M, Delpero J R, Nguyen C, Viens P, Monges G, Birnbaum D, Houlgatte R (2004). Gene expression profiling of colon cancer by DNA microarrays and correlation with histoclinical parameters. Oncogene, 23(7): 1377–1391
CrossRef Pubmed Google scholar
[14]
Bokemeyer C, Bondarenko I, Hartmann J T, De Braud F G, Celik I, Koralewski P(2010). Biomarkers predictive for outcome on patients with metastatic colorectal cancer (mCRC) treated with first-line FOLFOX4 plus or minus cetuximab: Updated data from the OPUS study. Gastrointestinal Cancer Symposium, Abstract No. 428
[15]
Boland C R, Sato J, Appelman H D, Bresalier R S, Feinberg A P (1995). Microallelotyping defines the sequence and tempo of allelic losses at tumour suppressor gene loci during colorectal cancer progression. Nat Med, 1(9): 902–909
CrossRef Pubmed Google scholar
[16]
Buc E, Vartanian M D, Darcha C, Déchelotte P, Pezet D (2005). Guanylyl cyclase C as a reliable immunohistochemical marker and its ligand Escherichia coli heat-stable enterotoxin as a potential protein-delivering vehicle for colorectal cancer cells. Eur J Cancer, 41(11): 1618–1627
CrossRef Pubmed Google scholar
[17]
Carlson M R (2009). Previstage GCC colorectal cancer staging test: a new molecular test to identify lymph node metastases and provide more accurate information about the stage of patients with colorectal cancer. Mol Diagn Ther, 13(1): 11–14
Pubmed
[18]
Chapman M A, Buckley D, Henson D B, Armitage N C (1998). Preoperative carcinoembryonic antigen is related to tumour stage and long-term survival in colorectal cancer. Br J Cancer, 78(10): 1346–1349
CrossRef Pubmed Google scholar
[19]
Panel T M E (1996). Clinical practice guidelines for the use of tumor markers in breast and colorectal cancer. J Clin Oncol, 14(10): 2843–2877
Pubmed
[20]
De Roock W, Jonker D J, Di Nicolantonio F, Sartore-Bianchi A, Tu D, Siena S, Lamba S, Arena S, Frattini M, Piessevaux H, Van Cutsem E, O’Callaghan C J, Khambata-Ford S, Zalcberg J R, Simes J, Karapetis C S, Bardelli A, Tejpar S (2010). Association of KRAS p.G13D mutation with outcome in patients with chemotherapy-refractory metastatic colorectal cancer treated with cetuximab. JAMA, 304: 1812–1820
[21]
Di Nicolantonio F, Martini M, Molinari F, Sartore-Bianchi A, Arena S, Saletti P, De Dosso S, Mazzucchelli L, Frattini M, Siena S, Bardelli A (2008). Wild-type BRAF is required for response to panitumumab or cetuximab in metastatic colorectal cancer. J Clin Oncol, 26(35): 5705–5712
CrossRef Pubmed Google scholar
[22]
Douillard J Y, Siena S, Cassidy J, Tabernero J, Burkes R, Barugel M, Humblet Y, Bodoky G, Cunningham D, Jassem J, Rivera F, Kocákova I, Ruff P, Błasińska-Morawiec M, Šmakal M, Canon J L, Rother M, Oliner K S, Wolf M, Gansert J (2010). 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. J Clin Oncol, 28(31): 4697–4705
CrossRef Pubmed Google scholar
[23]
Fearon E R, Cho K R, Nigro J M, Kern S E, Simons J W, Ruppert J M, Hamilton S R, Preisinger A C, Thomas G, Kinzler K W, et (1990). Identification of a chromosome 18q gene that is altered in colorectal cancers. Science, 247(4938): 49–56
CrossRef Pubmed Google scholar
[24]
Fearon E R, Vogelstein B (1990). A genetic model for colorectal tumorigenesis. Cell, 61(5): 759–767
CrossRef Pubmed Google scholar
[25]
Fine B M, Amler L (2009). Predictive biomarkers in the development of oncology drugs: a therapeutic industry perspective. Clin Pharmacol Ther, 85(5): 535–538
CrossRef Pubmed Google scholar
[26]
Fletcher R H (1986). Carcinoembryonic antigen. Ann Intern Med, 104(1): 66–73
Pubmed
[27]
Frederiksen C M, Knudsen S, Laurberg S, Ørntoft T F (2003). Classification of Dukes’ B and C colorectal cancers using expression arrays. J Cancer Res Clin Oncol, 129(5): 263–271
Pubmed
[28]
Frick G S, Pitari G M, Weinberg D S, Hyslop T, Schulz S, Waldman S A (2005). Guanylyl cyclase C: a molecular marker for staging and postoperative surveillance of patients with colorectal cancer. Expert Rev Mol Diagn, 5(5): 701–713
CrossRef Pubmed Google scholar
[30]
Gold P, Freedman S O (1965). Demonstration of tumor-specific antigens in human colonic carcinomata by immunological tolerance and absorption techniques. J Exp Med, 121(3): 439–462
CrossRef Pubmed Google scholar
[31]
Golub T R (2001). Genome-wide views of cancer. N Engl J Med, 344(8): 601–602
CrossRef Pubmed Google scholar
[32]
Golub T R, Slonim D K, Tamayo P, Huard C, Gaasenbeek M, Mesirov J P, Coller H, Loh M L, Downing J R, Caligiuri M A, Bloomfield C D, Lander E S (1999). Molecular classification of cancer: class discovery and class prediction by gene expression monitoring. Science, 286(5439): 531–537
CrossRef Pubmed Google scholar
[33]
Grady W M (2004). Genomic instability and colon cancer. Cancer Metastasis Rev, 23(1-2): 11–27
CrossRef Pubmed Google scholar
[34]
Gray R, Barnwell J, McConkey C, Hills R K, Williams N S, Kerr D J, Quasar Collaborative Group (2007). Adjuvant chemotherapy versus observation in patients with colorectal cancer: a randomised study. Lancet, 370(9604): 2020–2029
CrossRef Pubmed Google scholar
[35]
Greene F L P D, Balch C M, Page D L, Haller D G, Fleming I D, Morrow M, Fritz A G (2002). AJCC Cancer Staging Manual, 6th Edition. New York: Springer
[36]
Gryfe R, Kim H, Hsieh E T, Aronson M D, Holowaty E J, Bull S B, Redston M, Gallinger S (2000). Tumor microsatellite instability and clinical outcome in young patients with colorectal cancer. N Engl J Med, 342(2): 69–77
CrossRef Pubmed Google scholar
[37]
Halling K C, French A J, McDonnell S K, Burgart L J, Schaid D J, Peterson B J, Moon-Tasson L, Mahoney M R, Sargent D J, O’Connell M J, Witzig T E, Farr G H Jr, Goldberg R M, Thibodeau S N (1999). Microsatellite instability and 8p allelic imbalance in stage B2 and C colorectal cancers. J Natl Cancer Inst, 91(15): 1295–1303
CrossRef Pubmed Google scholar
[38]
Harrison L E, Guillem J G, Paty P, Cohen A M (1997). Preoperative carcinoembryonic antigen predicts outcomes in node-negative colon cancer patients: a multivariate analysis of 572 patients. J Am Coll Surg, 185(1): 55–59
Pubmed
[39]
Hurwitz H, Fehrenbacher L, Novotny W, Cartwright T, Hainsworth J, Heim W, Berlin J, Baron A, Griffing S, Holmgren E, Ferrara N, Fyfe G, Rogers B, Ross R, Kabbinavar F (2004). Bevacizumab plus irinotecan, fluorouracil, and leucovorin for metastatic colorectal cancer. N Engl J Med, 350(23): 2335–2342
CrossRef Pubmed Google scholar
[40]
Ionov Y, Peinado M A, Malkhosyan S, Shibata D, Perucho M (1993). Ubiquitous somatic mutations in simple repeated sequences reveal a new mechanism for colonic carcinogenesis. Nature, 363(6429): 558–561
CrossRef Pubmed Google scholar
[41]
Ishizuka D, Shirai Y, Sakai Y, Hatakeyama K (2001). Colorectal carcinoma liver metastases: clinical significance of preoperative measurement of serum carcinoembryonic antigen and carbohydrate antigen 19-9 levels. Int J Colorectal Dis, 16(1): 32–37
CrossRef Pubmed Google scholar
[42]
Jemal A, Siegel R, Xu J, Ward E (2010). Cancer statistics, 2010. CA Cancer J Clin, 60(5): 277–300
CrossRef Pubmed Google scholar
[43]
Jover R, Zapater P, Castells A, Llor X, Andreu M, Cubiella J, Balaguer F, Sempere L, Xicola R M, Bujanda L, Reñé J M, Clofent J, Bessa X, Morillas J D, Nicolás-Pérez D, Pons E, Payá A, Alenda C, the Gastrointestinal Oncology Group of the Spanish Gastroenterological Association (2009). The efficacy of adjuvant chemotherapy with 5-fluorouracil in colorectal cancer depends on the mismatch repair status. Eur J Cancer, 45(3): 365–373
CrossRef Pubmed Google scholar
[44]
Kallioniemi O P, Wagner U, Kononen J, Sauter G (2001). Tissue microarray technology for high-throughput molecular profiling of cancer. Hum Mol Genet, 10(7): 657–662
CrossRef Pubmed Google scholar
[45]
Karapetis C S, Khambata-Ford S, Jonker D J, O’Callaghan C J, Tu D, Tebbutt N C, Simes R J, Chalchal H, Shapiro J D, Robitaille S, Price T J, Shepherd L, Au H J, Langer C, Moore M J, Zalcberg J R (2008). K-ras mutations and benefit from cetuximab in advanced colorectal cancer. N Engl J Med, 359(17): 1757–1765
CrossRef Pubmed Google scholar
[46]
Khine K, Smith D R, Goh H S (1994). High frequency of allelic deletion on chromosome 17p in advanced colorectal cancer. Cancer, 73(1): 28–35
CrossRef Pubmed Google scholar
[47]
Koch M, Kienle P, Kastrati D, Antolovic D, Schmidt J, Herfarth C, von Knebel Doeberitz M, Weitz J (2006). Prognostic impact of hematogenous tumor cell dissemination in patients with stage II colorectal cancer. Int J Cancer, 118(12): 3072–3077
CrossRef Pubmed Google scholar
[48]
Kohne C, Stroiakovski D, Chang-Chien C, Lim R, Pintér T, Bodoky G, Stroh C, Celik I, Rougier P, Van Cutsem E (2009). Predictive biomarkers to improve treatment of metastatic colorectal cancer (mCRC): outcomes with cetuximab plus FOLFIRI in the CRYSTAL trial. J Clin Oncol, 27: 15s (Suppl; abstr 4068)
[49]
Kressner U, Bjørheim J, Westring S, Wahlberg S S, Påhlman L, Glimelius B, Lindmark G, Lindblom A, Børresen-Dale A L (1998). Ki-ras mutations and prognosis in colorectal cancer. Eur J Cancer, 34(4): 518–521
CrossRef Pubmed Google scholar
[50]
Lin Y H, Friederichs J, Black M A, Mages J, Rosenberg R, Guilford P J, Phillips V, Thompson-Fawcett M, Kasabov N, Toro T, Merrie A E, van Rij A, Yoon H S, McCall J L, Siewert J R, Holzmann B, Reeve A E (2007). Multiple gene expression classifiers from different array platforms predict poor prognosis of colorectal cancer. Clin Cancer Res, 13: 498–507
[51]
Locker GY, Hamilton S, Harris J, Jessup J M, Kemeny N, Macdonald J S, Somerfield M R, Hayes D F, Bast R C Jr (2006). ASCO 2006 update of recommendations for the use of tumor markers in gastrointestinal cancer. J Clin Oncol, 24: 5313–5327
[52]
Loupakis F, Ruzzo A, Cremolini C, Vincenzi B, Salvatore L, Santini D, Masi G, Stasi I, Canestrari E, Rulli E, Floriani I, Bencardino K, Galluccio N, Catalano V, Tonini G, Magnani M, Fontanini G, Basolo F, Falcone A, Graziano F (2009). KRAS codon 61, 146 and BRAF mutations predict resistance to cetuximab plus irinotecan in KRAS codon 12 and 13 wild-type metastatic colorectal cancer. Br J Cancer, 101(4): 715–721
CrossRef Pubmed Google scholar
[53]
McShane L M, Altman D G, Sauerbrei W, Taube S E, Gion M, Clark G M, the Statistics Subcommittee of NCI-EORTC Working Group on Cancer Diagnostics (2006a). REporting recommendations for tumor MARKer prognostic studies (REMARK). Breast Cancer Res Treat, 100(2): 229–235
CrossRef Pubmed Google scholar
[54]
McShane L M, Altman D G, Sauerbrei W, Taube S E, Gion M, Clark G M, the Statistics Subcommittee of the NCI-EORTC Working Group on Cancer Diagnostics (2006b). Reporting recommendations for tumor marker prognostic studies (remark). Exp Oncol, 28(2): 99–105
Pubmed
[55]
Mejia A, Waldman S A (2008). Previstage GCC test for staging patients with colorectal cancer. Expert Rev Mol Diagn, 8(5): 571–578
CrossRef Pubmed Google scholar
[56]
Minoo P, Moyer M P, Jass J R (2007). Role of BRAF-V600E in the serrated pathway of colorectal tumourigenesis. J Pathol, 212(2): 124–133
CrossRef Pubmed Google scholar
[57]
Nevins J R, Potti A (2007). Mining gene expression profiles: expression signatures as cancer phenotypes. Nat Rev Genet, 8(8): 601–609
CrossRef Pubmed Google scholar
[58]
Nishioka M, Shimada M, Kurita N, Iwata T, Morimoto S, Yoshikawa K, Higashijima J, Miyatani T (2011). Gene expression profile can predict pathological response to preoperative chemoradio therapy in rectal cancer. Cancer Genomics Proteomics, 8(2): 87–92
Pubmed
[59]
O’Connell M J, Lavery I, Yothers G, Paik S, Clark-Langone K M, Lopatin M, Watson D, Baehner F L, Shak S, Baker J, Cowens J W, Wolmark N (2010). Relationship between tumor gene expression and recurrence in four independent studies of patients with stage II/III colon cancer treated with surgery alone or surgery plus adjuvant fluorouracil plus leucovorin. J Clin Oncol, 28(25): 3937–3944
CrossRef Pubmed Google scholar
[60]
Ogino S, Nosho K, Irahara N, Shima K, Baba Y, Kirkner G J, Meyerhardt J A, Fuchs C S (2009). Prognostic significance and molecular associations of 18q loss of heterozygosity: a cohort study of microsatellite stable colorectal cancers. J Clin Oncol, 27(27): 4591–4598
CrossRef Pubmed Google scholar
[61]
Perou C M, Sørlie T, Eisen M B, van de Rijn M, Jeffrey S S, Rees C A, Pollack J R, Ross D T, Johnsen H, Akslen L A, Fluge O, Pergamenschikov A, Williams C, Zhu S X, Lønning P E, Børresen-Dale A L, Brown P O, Botstein D (2000). Molecular portraits of human breast tumours. Nature, 406(6797): 747–752
CrossRef Pubmed Google scholar
[62]
Pietra N, Sarli L, Costi R, Ouchemi C, Grattarola M, Peracchia A (1998). Role of follow-up in management of local recurrences of colorectal cancer: a prospective, randomized study. Dis Colon Rectum, 41(9): 1127–1133
CrossRef Pubmed Google scholar
[63]
Popat S, Houlston R S (2005). A systematic review and meta-analysis of the relationship between chromosome 18q genotype, DCC status and colorectal cancer prognosis. Eur J Cancer, 41(14): 2060–2070
CrossRef Pubmed Google scholar
[64]
Popat S, Hubner R, Houlston R S (2005). Systematic review of microsatellite instability and colorectal cancer prognosis. J Clin Oncol, 23(3): 609–618
CrossRef Pubmed Google scholar
[65]
Prenen H, De Schutter J, Jacobs B, De Roock W, Biesmans B, Claes B, Lambrechts D, Van Cutsem E, Tejpar S (2009). PIK3CA mutations are not a major determinant of resistance to the epidermal growth factor receptor inhibitor cetuximab in metastatic colorectal cancer. Clin Cancer Res, 15(9): 3184–3188
CrossRef Pubmed Google scholar
[66]
Ribic C M, Sargent D J, Moore M J, Thibodeau S N, French A J, Goldberg R M, Hamilton S R, Laurent-Puig P, Gryfe R, Shepherd L E, Tu D, Redston M, Gallinger S (2003). Tumor microsatellite-instability status as a predictor of benefit from fluorouracil-based adjuvant chemotherapy for colon cancer. N Engl J Med, 349(3): 247–257
CrossRef Pubmed Google scholar
[67]
Rosenwald A, Wright G, Chan W C, Connors J M, Campo E, Fisher R I, Gascoyne R D, Muller-Hermelink H K, Smeland E B, Giltnane J M, Hurt E M, Zhao H, Averett L, Yang L, Wilson W H, Jaffe E S, Simon R, Klausner R D, Powell J, Duffey P L, Longo D L, Greiner T C, Weisenburger D D, Sanger W G, Dave B J, Lynch J C, Vose J, Armitage J O, Montserrat E, López-Guillermo A, Grogan T M, Miller T P, LeBlanc M, Ott G, Kvaloy S, Delabie J, Holte H, Krajci P, Stokke T, Staudt L M, the Lymphoma/Leukemia Molecular Profiling Project (2002). The use of molecular profiling to predict survival after chemotherapy for diffuse large-B-cell lymphoma. N Engl J Med, 346(25): 1937–1947
CrossRef Pubmed Google scholar
[68]
Roth A D, Tejpar S, Yan P, Fiocca R, Dietrich D, Delorenzi M, Labianca R, Cunningham D, Van Cutsem E, Bosman F (2009). Stage-specific prognostic value of molecular markers in colon cancer: Results of the translational study on the PETACC 3-EORTC 40993-SAKK 60–00 trial. J Clin Oncol, 27: 15S (Suppl; abstr 4002)
[69]
Salazar R, Roepman P, Capella G, Moreno V, Simon I, Dreezen C, Lopez-Doriga A, Santos C, Marijnen C, Westerga J, Bruin S, Kerr D, Kuppen P, van de Velde C, Morreau H, Van Velthuysen L, Glas A M, Van’t Veer L J, Tollenaar R (2011). Gene expression signature to improve prognosis prediction of stage II and III colorectal cancer. J Clin Oncol, 29(1): 17–24
CrossRef Pubmed Google scholar
[70]
Saltz L B, Clarke S, Díaz-Rubio E, Scheithauer W, Figer A, Wong R, Koski S, Lichinitser M, Yang T S, Rivera F, Couture F, Sirzén F, Cassidy J (2008). Bevacizumab in combination with oxaliplatin-based chemotherapy as first-line therapy in metastatic colorectal cancer: a randomized phase III study. J Clin Oncol, 26(12): 2013–2019
CrossRef Pubmed Google scholar
[71]
Samuels Y, Wang Z, Bardelli A, Silliman N, Ptak J,βSzabo S,βYan H, Gazdar A,β Powell S M, Riggins G J,βWillson J K V, Markowitz S, Kinzler K W, Vogelstein B,βVelculescu V E (2004). High frequency of mutations of the PIK3CA gene in human cancers. Science, 304: 554
[72]
Sartore-Bianchi A, Martini M, Molinari F, Veronese S, Nichelatti M, Artale S, Di Nicolantonio F, Saletti P, De Dosso S, Mazzucchelli L, Frattini M, Siena S, Bardelli A (2009). PIK3CA mutations in colorectal cancer are associated with clinical resistance to EGFR-targeted monoclonal antibodies. Cancer Res 69:1851–1857
CrossRef Pubmed Google scholar
[73]
Sargent D J, Marsoni S, Monges G, Thibodeau S N, Labianca R, Hamilton S R, French A J, Kabat B, Foster N R, Torri V, Ribic C, Grothey A, Moore M, Zaniboni A, Seitz J F, Sinicrope F, Gallinger S (2010). Defective mismatch repair as a predictive marker for lack of efficacy of fluorouracil-based adjuvant therapy in colon cancer. J Clin Oncol, 28(20): 3219–3226
CrossRef Pubmed Google scholar
[74]
Shibata D, Reale M A, Lavin P, Silverman M, Fearon E R, Steele G Jr, Jessup J M, Loda M, Summerhayes I C (1996). The DCC protein and prognosis in colorectal cancer. N Engl J Med, 335(23): 1727–1732
CrossRef Pubmed Google scholar
[75]
Shipp M A, Ross K N, Tamayo P, Weng A P, Kutok J L, Aguiar R C, Gaasenbeek M, Angelo M, Reich M, Pinkus G S, Ray T S, Koval M A, Last K W, Norton A, Lister T A, Mesirov J, Neuberg D S, Lander E S, Aster J C, Golub T R (2002). Diffuse large B-cell lymphoma outcome prediction by gene-expression profiling and supervised machine learning. Nat Med, 8(1): 68–74
CrossRef Pubmed Google scholar
[76]
Sugarbaker P H (1976). Carcinoembryonic antigen (CEA) assays in obstructive colorectal cancer. Ann Surg, 184(6): 752–757
CrossRef Pubmed Google scholar
[77]
Sun X F, Rütten S, Zhang H, Nordenskjöld B (1999). Expression of the deleted in colorectal cancer gene is related to prognosis in DNA diploid and low proliferative colorectal adenocarcinoma. J Clin Oncol, 17(6): 1745–1750
Pubmed
[78]
Tejpar S, Bosman F,Delorenzi M, Fiocca R, Yan P, Klingbiel D, Dietrich D, Van Cutsem E, Labianca R, Roth A (2009). Microsatellite instability (MSI) in stage II and III colon cancer treated with 5FU-LV or 5FU-LV and irinotecan (PETACC 3-EORTC 40993-SAKK 60/00 trial). J Clin Oncol, 27:15S (Suppl; Abstr 4001)
[79]
Thompson J A, Grunert F, Zimmermann W (1991). Carcinoembryonic antigen gene family: molecular biology and clinical perspectives. J Clin Lab Anal, 5(5): 344–366
CrossRef Pubmed Google scholar
[80]
Tol J, Nagtegaal I D, Punt C J (2009). BRAF mutation in metastatic colorectal cancer. N Engl J Med, 361(1): 98–99
CrossRef Pubmed Google scholar
[81]
Uen Y H, Lin S R, Wu D C, Su Y C, Wu J Y, Cheng T L, Chi C W, Wang J Y (2007). Prognostic significance of multiple molecular markers for patients with stage II colorectal cancer undergoing curative resection. Ann Surg, 246(6): 1040–1046
CrossRef Pubmed Google scholar
[82]
Vogelstein B, Fearon E R, Hamilton S R, Kern S E, Preisinger A C, Leppert M, Nakamura Y, White R, Smits A M, Bos J L (1988). Genetic alterations during colorectal-tumor development. N Engl J Med, 319(9): 525–532
CrossRef Pubmed Google scholar
[83]
Wanebo H J, Rao B, Pinsky C M, Hoffman R G, Stearns M, Schwartz M K, Oettgen H F (1978). Preoperative carcinoembryonic antigen level as a prognostic indicator in colorectal cancer. N Engl J Med, 299(9): 448–451
CrossRef Pubmed Google scholar
[84]
Wang J Y, Lin S R, Wu D C, Lu C Y, Yu F J, Hsieh J S, Cheng T L, Koay L B, Uen Y H (2007). Multiple molecular markers as predictors of colorectal cancer in patients with normal perioperative serum carcinoembryonic antigen levels. Clin Cancer Res, 13(8): 2406–2413
CrossRef Pubmed Google scholar
[85]
Wang Y, Jatkoe T, Zhang Y, Mutch M G, Talantov D, Jiang J, McLeod H L, Atkins D (2004). Gene expression profiles and molecular markers to predict recurrence of Dukes’B colon cancer. J Clin Oncol, 22: 1564–1571
[86]
Wichmann M W, Lau-Werner U, Müller C, Hornung H M, Stieber P, Schildberg F W, the Colorectal Cancer Study Group (2000). Carcinoembryonic antigen for the detection of recurrent disease following curative resection of colorectal cancer. Anticancer Res, 20(6D): 4953–4955
Pubmed
[87]
Wiratkapun S, Kraemer M, Seow-Choen F, Ho Y H, Eu K W (2001). High preoperative serum carcinoembryonic antigen predicts metastatic recurrence in potentially curative colonic cancer: results of a five-year study. Dis Colon Rectum, 44(2): 231–235
CrossRef Pubmed Google scholar
[88]
Wolmark N, Fisher B, Rockette H, Redmond C, Wickerham D L, Fisher E R, Jones J, Glass A, Lerner H, Lawrence W, Prager D, Wexler M, Evans J, Cruz A, Dimitrov N, Jochimsen P (1988). Postoperative adjuvant chemotherapy or BCG for colon cancer: results from NSABP protocol C-01. J Natl Cancer Inst, 80(1): 30–36
CrossRef Pubmed Google scholar
[89]
Yeh C S, Wang J Y, Wu C H, Chong I W, Chung F Y, Wang Y H, Yu Y P, Lin S R (2006). Molecular detection of circulating cancer cells in the peripheral blood of patients with colorectal cancer by using membrane array with a multiple mRNA marker panel. Int J Oncol, 28(2): 411–420
Pubmed

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