Skip to main content
Top
Published in: Journal of Experimental & Clinical Cancer Research 1/2015

Open Access 01-12-2015 | Research

Cancer-related CD15/FUT4 overexpression decreases benefit to agents targeting EGFR or VEGF acting as a novel RAF-MEK-ERK kinase downstream regulator in metastatic colorectal cancer

Authors: Guido Giordano, Antonio Febbraro, Eugenio Tomaselli, Maria Lucia Sarnicola, Pietro Parcesepe, Domenico Parente, Nicola Forte, Alessio Fabozzi, Andrea Remo, Andrea Bonetti, Erminia Manfrin, Somayehsadat Ghasemi, Michele Ceccarelli, Luigi Cerulo, Flavia Bazzoni, Massimo Pancione

Published in: Journal of Experimental & Clinical Cancer Research | Issue 1/2015

Login to get access

Abstract

Background

Cancer-related immune antigens in the tumor microenvironment could represent an obstacle to agents targeting EGFR “cetuximab” or VEGF “bevacizumab” in metastatic colorectal cancer (mCRC) patients.

Methods

Infiltrating immune cells into tumor tissues, cancer-related expression of immune antigens (CD3, CD8, CD68, CD73, MPO, CD15/FUT4) from 102 mCRC patients receiving first-line Cetuximab or Bevacizumab plus chemotherapy were assessed by immunohistochemistry and validated in an independent tissue microarrays of 140 patients. Genome-wide expression profiles from 436 patients and 60 colon cancer cell lines were investigated using bioinformatics analysis. In vitro kinase assays of target genes activated by chemokines or growth factors were performed.

Results

Here, we report that cancer-related CD15/FUT4 is overexpressed in most of mCRCs patients (43 %) and associates with lower intratumoral CD3+ and CD8+ T cells, higher systemic inflammation (NLR at diagnosis >5) and poorer outcomes, in terms of response and progression-free survival than those CD15/FUT4-low or negative ones (adjusted hazard ratio (HR) = 2.92; 95 % CI = 1.86–4.41; P < 0.001). Overexpression of CD15/FUT4 is induced through RAF-MEK-ERK kinase cascade, suppressed by MEK inhibitors and exhibits a close connection with constitutive oncogenic signalling pathways that respond to ERBB3 or FGFR4 activation (P < 0.001). CD15/FUT4-high expressing colon cancer cells with primary resistance to cetuximab or bevacizumab are significantly more sensitive to MEK inhibitors than CD15/FUT4-low counterparts.

Conclusion

Cancer-related CD15/FUT4 overexpression participates in cetuximab or bevacizumab mechanisms of resistance in mCRC patients. CD15/FUT4 as a potential target of the antitumor immune response requires further evaluation in clinical studies.
Appendix
Available only for authorised users
Literature
1.
go back to reference Argiles G, Dienstmann R, Elez E, et al. Panitumumab: a summary of clinical development in colorectal cancer and future directions. Future Oncol. 2012;8(4):373–89.CrossRefPubMed Argiles G, Dienstmann R, Elez E, et al. Panitumumab: a summary of clinical development in colorectal cancer and future directions. Future Oncol. 2012;8(4):373–89.CrossRefPubMed
2.
go back to reference Douillard JY, Oliner KS, Siena S, Tabernero J, Burkes R, Barugel M, et al. Panitumumab-FOLFOX4 treatment and RAS mutations in colorectal cancer. N Engl J Med. 2013;369(11):1023–34.CrossRefPubMed Douillard JY, Oliner KS, Siena S, Tabernero J, Burkes R, Barugel M, et al. Panitumumab-FOLFOX4 treatment and RAS mutations in colorectal cancer. N Engl J Med. 2013;369(11):1023–34.CrossRefPubMed
3.
go back to reference Martinelli E, Troiani T, Morgillo F, Orditura M, De Vita F, Belli G, et al. Emerging VEGF receptor inhibitors for colorectal cancer. Expert Opin Emerg Drugs. 2013;18:25–37.CrossRefPubMed Martinelli E, Troiani T, Morgillo F, Orditura M, De Vita F, Belli G, et al. Emerging VEGF receptor inhibitors for colorectal cancer. Expert Opin Emerg Drugs. 2013;18:25–37.CrossRefPubMed
4.
go back to reference Grothey A, Van Cutsem E, Sobrero A, Siena S, Falcone A, Ychou M, et al. Regorafenib monotherapy for previously treated metastatic colorectal cancer (CORRECT): an international, multicentre, randomised, placebo-controlled, phase 3 trial. Lancet. 2013;381(9863):303–12.CrossRefPubMed Grothey A, Van Cutsem E, Sobrero A, Siena S, Falcone A, Ychou M, et al. Regorafenib monotherapy for previously treated metastatic colorectal cancer (CORRECT): an international, multicentre, randomised, placebo-controlled, phase 3 trial. Lancet. 2013;381(9863):303–12.CrossRefPubMed
5.
go back to reference Xu JM, Liu XJ, Ge FJ, Lin L, Wang Y, Sharma MR, et al. KRAS mutations in tumor tissue and plasma by different assays predict survival of patients with metastatic colorectal cancer. J Exp Clin Cancer Res. 2014;10:33–104. Xu JM, Liu XJ, Ge FJ, Lin L, Wang Y, Sharma MR, et al. KRAS mutations in tumor tissue and plasma by different assays predict survival of patients with metastatic colorectal cancer. J Exp Clin Cancer Res. 2014;10:33–104.
6.
go back to reference Bardelli A, Siena S. Molecular mechanisms of resistance to cetuximab and panitumumab incolorectal cancer. J Clin Oncol. 2010;28:1254–61.CrossRefPubMed Bardelli A, Siena S. Molecular mechanisms of resistance to cetuximab and panitumumab incolorectal cancer. J Clin Oncol. 2010;28:1254–61.CrossRefPubMed
7.
go back to reference Cancer Genome Atlas Network. Comprehensive molecular characterization of human colon and rectal cancer. Nature. 2012;487:330–7.CrossRef Cancer Genome Atlas Network. Comprehensive molecular characterization of human colon and rectal cancer. Nature. 2012;487:330–7.CrossRef
8.
go back to reference Sadanandam A, Lyssiotis CA, Homicsko K, Collisson EA, Gibb WJ, Wullschleger S, et al. A colorectal cancer classification system that associates cellular phenotype and responses to therapy. Nature Med. 2013;19(5):619–25.PubMedCentralCrossRefPubMed Sadanandam A, Lyssiotis CA, Homicsko K, Collisson EA, Gibb WJ, Wullschleger S, et al. A colorectal cancer classification system that associates cellular phenotype and responses to therapy. Nature Med. 2013;19(5):619–25.PubMedCentralCrossRefPubMed
9.
go back to reference Mantovani A, Allavena P, Sica A, Balkwill F. Cancer related inflammation. Nature. 2008;454:436–44.CrossRefPubMed Mantovani A, Allavena P, Sica A, Balkwill F. Cancer related inflammation. Nature. 2008;454:436–44.CrossRefPubMed
10.
go back to reference Trédan O, Galmarini CM, Patel K, Tannock IF. Drug resistence and the solid tumor microenvironment. J Natl Cancer Inst. 2007;99:1441–54.CrossRefPubMed Trédan O, Galmarini CM, Patel K, Tannock IF. Drug resistence and the solid tumor microenvironment. J Natl Cancer Inst. 2007;99:1441–54.CrossRefPubMed
11.
go back to reference Giraldo NA, Becht E, Remark R, Damotte D, Sautès-Fridman C, Fridman WH. The immune contexture of primary and metastatic human tumours. Curr Opin Immunol. 2014;27:8–15.CrossRefPubMed Giraldo NA, Becht E, Remark R, Damotte D, Sautès-Fridman C, Fridman WH. The immune contexture of primary and metastatic human tumours. Curr Opin Immunol. 2014;27:8–15.CrossRefPubMed
12.
go back to reference Fridman WH, Pages F, Sautes-Fridman C, Galon J. The immune contexture in human tumours: impact on clinical outcome. Nat RevCancer. 2010;12:298–306.CrossRef Fridman WH, Pages F, Sautes-Fridman C, Galon J. The immune contexture in human tumours: impact on clinical outcome. Nat RevCancer. 2010;12:298–306.CrossRef
13.
go back to reference Vayrynen JP, Tuomisto A, Klintrup K, Mäkelä J, Karttunen TJ, Mäkinen MJ. Detailed analysis of inflammatory cell infiltration in colorectal cancer. Br J Canc. 2013;109:1839–47.CrossRef Vayrynen JP, Tuomisto A, Klintrup K, Mäkelä J, Karttunen TJ, Mäkinen MJ. Detailed analysis of inflammatory cell infiltration in colorectal cancer. Br J Canc. 2013;109:1839–47.CrossRef
14.
go back to reference Donskov F. Immunomonitoring and prognostic relevance of neutrophils in clinical trials. Semin Cancer Biol. 2013;23(3):200–7.CrossRefPubMed Donskov F. Immunomonitoring and prognostic relevance of neutrophils in clinical trials. Semin Cancer Biol. 2013;23(3):200–7.CrossRefPubMed
15.
go back to reference Droeser RA, Hirt C, Eppenberger-Castori S, Zlobec I, Viehl CT, Frey DM, et al. High myeloperoxidase positive cell infiltration in colorectal cancer is an independentfavorable prognostic factor. PLoS One. 2013;8(5):e64814.PubMedCentralCrossRefPubMed Droeser RA, Hirt C, Eppenberger-Castori S, Zlobec I, Viehl CT, Frey DM, et al. High myeloperoxidase positive cell infiltration in colorectal cancer is an independentfavorable prognostic factor. PLoS One. 2013;8(5):e64814.PubMedCentralCrossRefPubMed
16.
go back to reference Tecchio C, Scapini P, Pizzolo G, Cassatella MA. On the cytokines produced by human neutrophils in tumors. Semin Cancer Biol. 2013;3:159–70.CrossRef Tecchio C, Scapini P, Pizzolo G, Cassatella MA. On the cytokines produced by human neutrophils in tumors. Semin Cancer Biol. 2013;3:159–70.CrossRef
17.
go back to reference Malietzis G, Giacometti M, Kennedy RH, Athanasiou T, Aziz O, Jenkins JT. The emerging role of neutrophil to lymphocyte ratio in determining colorectal cancer treatment outcomes: a systematic review and meta-analysis. Ann Surg Oncol. 2014;21(12):3938–46.CrossRefPubMed Malietzis G, Giacometti M, Kennedy RH, Athanasiou T, Aziz O, Jenkins JT. The emerging role of neutrophil to lymphocyte ratio in determining colorectal cancer treatment outcomes: a systematic review and meta-analysis. Ann Surg Oncol. 2014;21(12):3938–46.CrossRefPubMed
18.
go back to reference Sussman DA, Santaolalla R, Bejarano PA, Garcia-Buitrago MT, Perez MT, Abreu MT, et al. In silico and Ex vivo approaches identify a role for toll-like receptor 4 in colorectal cancer. J Exp Clin Cancer Res. 2014;33:45.PubMedCentralCrossRefPubMed Sussman DA, Santaolalla R, Bejarano PA, Garcia-Buitrago MT, Perez MT, Abreu MT, et al. In silico and Ex vivo approaches identify a role for toll-like receptor 4 in colorectal cancer. J Exp Clin Cancer Res. 2014;33:45.PubMedCentralCrossRefPubMed
19.
go back to reference McMillan DC. Systemic inflammation, nutritional status and survival in patients with cancer. Curr Opin Clin Nutr MetabCare. 2009;12(3):223–6.CrossRef McMillan DC. Systemic inflammation, nutritional status and survival in patients with cancer. Curr Opin Clin Nutr MetabCare. 2009;12(3):223–6.CrossRef
20.
go back to reference Pancione M, Giordano G, Remo A, Febbraro A, Sabatino L, Manfrin E, et al. Immune escape mechanisms in colorectal cancer pathogenesis and liver metastasis. J Immunol Res. 2014;2014:686879.PubMedCentralCrossRefPubMed Pancione M, Giordano G, Remo A, Febbraro A, Sabatino L, Manfrin E, et al. Immune escape mechanisms in colorectal cancer pathogenesis and liver metastasis. J Immunol Res. 2014;2014:686879.PubMedCentralCrossRefPubMed
21.
go back to reference Pancione M, Remo A, Zanella C, Sabatino L, Di Blasi A, Laudanna C, et al. The chromatin remodelling component SMARCB1/INI1 influences the metastatic behavior of colorectal cancer through a gene signature mapping to chromosome 22. J Transl Med. 2013;11:297S.CrossRef Pancione M, Remo A, Zanella C, Sabatino L, Di Blasi A, Laudanna C, et al. The chromatin remodelling component SMARCB1/INI1 influences the metastatic behavior of colorectal cancer through a gene signature mapping to chromosome 22. J Transl Med. 2013;11:297S.CrossRef
22.
go back to reference Pagnotta SM, Laudanna C, Pancione M, Sabatino L, Votino C, Remo A, et al. Ensemble of gene signatures identifies novel biomarkers in colorectal Cancer activated through PPARγ and TNFα signaling. PLoSOne. 2013;8(8):e72638.CrossRef Pagnotta SM, Laudanna C, Pancione M, Sabatino L, Votino C, Remo A, et al. Ensemble of gene signatures identifies novel biomarkers in colorectal Cancer activated through PPARγ and TNFα signaling. PLoSOne. 2013;8(8):e72638.CrossRef
23.
go back to reference Smith JJ, Deane NG, Wu F, Merchant NB, Zhang B, Jiang A, et al. Experimentally derived metastasis gene expression profile predicts recurrence and death in patients with colon cancer. Gastroenterology. 2010;138:958–68.PubMedCentralCrossRefPubMed Smith JJ, Deane NG, Wu F, Merchant NB, Zhang B, Jiang A, et al. Experimentally derived metastasis gene expression profile predicts recurrence and death in patients with colon cancer. Gastroenterology. 2010;138:958–68.PubMedCentralCrossRefPubMed
24.
go back to reference Barretina J, Caponigro G, Stransky N, Venkatesan K, Margolin AA, Kim S, et al. The cancer cell line encyclopedia enables predictive modelling of anticancer drug sensitivity. Nature. 2012;483(7391):603–7.PubMedCentralCrossRefPubMed Barretina J, Caponigro G, Stransky N, Venkatesan K, Margolin AA, Kim S, et al. The cancer cell line encyclopedia enables predictive modelling of anticancer drug sensitivity. Nature. 2012;483(7391):603–7.PubMedCentralCrossRefPubMed
25.
go back to reference Schoumacher M, Hurov KE, Lehár J, Yan-Neale Y, Mishina Y, Sonkin D, et al. Inhibiting Tankyrases sensitizes KRAS-mutant cancer cells to MEK inhibitors via FGFR2 feedback signaling. Cancer Res. 2014;74(12):3294–305.CrossRefPubMed Schoumacher M, Hurov KE, Lehár J, Yan-Neale Y, Mishina Y, Sonkin D, et al. Inhibiting Tankyrases sensitizes KRAS-mutant cancer cells to MEK inhibitors via FGFR2 feedback signaling. Cancer Res. 2014;74(12):3294–305.CrossRefPubMed
26.
go back to reference Troiani T, Napolitano S, Vitagliano D, Morgillo F, Capasso A, Sforza V, et al. Primary and acquired resistance of colorectal cancer cells to anti-EGFR antibodies converge on MEK/ERK pathway activation and can be overcome by combined MEK/EGFR inhibition. Clin Cancer Res. 2014;20(14):3775–86.CrossRefPubMed Troiani T, Napolitano S, Vitagliano D, Morgillo F, Capasso A, Sforza V, et al. Primary and acquired resistance of colorectal cancer cells to anti-EGFR antibodies converge on MEK/ERK pathway activation and can be overcome by combined MEK/EGFR inhibition. Clin Cancer Res. 2014;20(14):3775–86.CrossRefPubMed
27.
go back to reference Curtale G, Mirolo M, Renzi TA, Rossato M, Bazzoni F, Locati M. Negative regulation of Toll-like receptor 4 signaling by IL-10-dependent microRNA-146b. Proc Natl Acad Sci U S A. 2013;110(28):11499–504.PubMedCentralCrossRefPubMed Curtale G, Mirolo M, Renzi TA, Rossato M, Bazzoni F, Locati M. Negative regulation of Toll-like receptor 4 signaling by IL-10-dependent microRNA-146b. Proc Natl Acad Sci U S A. 2013;110(28):11499–504.PubMedCentralCrossRefPubMed
28.
29.
go back to reference Kitamura T, Qian BZ, Pollard JW. Immune cell promotion of metastasis. Nature Rev Immunol. 2015;15:73.CrossRef Kitamura T, Qian BZ, Pollard JW. Immune cell promotion of metastasis. Nature Rev Immunol. 2015;15:73.CrossRef
30.
go back to reference Schreiber RD, Old LJ, Smyth MJ. Cancer immunoediting: integrating immunity’s roles in cancer suppression and promotion. Science. 2011;331:1565–70.CrossRefPubMed Schreiber RD, Old LJ, Smyth MJ. Cancer immunoediting: integrating immunity’s roles in cancer suppression and promotion. Science. 2011;331:1565–70.CrossRefPubMed
31.
go back to reference Steinert G, Schölch S, Niemietz T, Iwata N, García SA, Behrens B, et al. Immune escape and survival mechanisms in circulating tumor cells of colorectal cancer. Cancer Res. 2014;74:1694–704.CrossRefPubMed Steinert G, Schölch S, Niemietz T, Iwata N, García SA, Behrens B, et al. Immune escape and survival mechanisms in circulating tumor cells of colorectal cancer. Cancer Res. 2014;74:1694–704.CrossRefPubMed
32.
go back to reference Snyder A, Makarov V, Merghoub T, Yuan J, Zaretsky JM, Desrichard A, et al. Genetic basis for clinical response to CTLA-4 Blockade in Melanoma. N Engl J Med. 2014;371(23):2189–99.PubMedCentralCrossRefPubMed Snyder A, Makarov V, Merghoub T, Yuan J, Zaretsky JM, Desrichard A, et al. Genetic basis for clinical response to CTLA-4 Blockade in Melanoma. N Engl J Med. 2014;371(23):2189–99.PubMedCentralCrossRefPubMed
33.
go back to reference Yadav M, Jhunjhunwala S, Phung QT, Lupardus P, Tanguay J, Bumbaca S, et al. Predicting immunogenic tumour mutations by combining mass spectrometry and exomesequencing. Nature. 2014;515(7528):572–6.CrossRefPubMed Yadav M, Jhunjhunwala S, Phung QT, Lupardus P, Tanguay J, Bumbaca S, et al. Predicting immunogenic tumour mutations by combining mass spectrometry and exomesequencing. Nature. 2014;515(7528):572–6.CrossRefPubMed
34.
go back to reference Misale S, Arena S, Lamba G, Siravegna G, Lallo A, Hobor S, et al. Blockade of EGFR and MEK intercepts heterogeneous mechanisms of acquired resistance to anti-EGFR therapies in colorectal cancer. Sci Transl Med. 2014;6(224):224ra26.CrossRefPubMed Misale S, Arena S, Lamba G, Siravegna G, Lallo A, Hobor S, et al. Blockade of EGFR and MEK intercepts heterogeneous mechanisms of acquired resistance to anti-EGFR therapies in colorectal cancer. Sci Transl Med. 2014;6(224):224ra26.CrossRefPubMed
35.
go back to reference Sun S, Hobor A, Bertotti D, Zecchin D, Huang S, Galimi F. Intrinsic resistance to MEK inhibition in KRAS mutant lung and colon cancer through transcriptional induction of ERBB3. Cell Reports. 2014;7:86–93.CrossRefPubMed Sun S, Hobor A, Bertotti D, Zecchin D, Huang S, Galimi F. Intrinsic resistance to MEK inhibition in KRAS mutant lung and colon cancer through transcriptional induction of ERBB3. Cell Reports. 2014;7:86–93.CrossRefPubMed
36.
go back to reference Carmi Y, Dotan S, Rider P, Kaplanov I, White MR, Baron R, et al. The role of IL-1b in the early tumor cell–induced angiogenic response. J Immunol. 2013;190(7):3500–9.CrossRefPubMed Carmi Y, Dotan S, Rider P, Kaplanov I, White MR, Baron R, et al. The role of IL-1b in the early tumor cell–induced angiogenic response. J Immunol. 2013;190(7):3500–9.CrossRefPubMed
37.
go back to reference Cheng L, Luo S, Jin C, Ma H, Zhou H, Jia L. FUT family mediates the multidrug resistance of human hepatocellular carcinoma via the PI3K/Akt signaling pathway. Cell Death Dis. 2013;4:923.CrossRef Cheng L, Luo S, Jin C, Ma H, Zhou H, Jia L. FUT family mediates the multidrug resistance of human hepatocellular carcinoma via the PI3K/Akt signaling pathway. Cell Death Dis. 2013;4:923.CrossRef
38.
go back to reference Warren HS, Altin JG, Waldron JC, Kinnear BF, Parish CR. A carbohydrate structure associated with CD15 (Lewis x) on myeloid cells is a novel ligand for human CD2. J Immunol. 1996;156:2866–73.PubMed Warren HS, Altin JG, Waldron JC, Kinnear BF, Parish CR. A carbohydrate structure associated with CD15 (Lewis x) on myeloid cells is a novel ligand for human CD2. J Immunol. 1996;156:2866–73.PubMed
Metadata
Title
Cancer-related CD15/FUT4 overexpression decreases benefit to agents targeting EGFR or VEGF acting as a novel RAF-MEK-ERK kinase downstream regulator in metastatic colorectal cancer
Authors
Guido Giordano
Antonio Febbraro
Eugenio Tomaselli
Maria Lucia Sarnicola
Pietro Parcesepe
Domenico Parente
Nicola Forte
Alessio Fabozzi
Andrea Remo
Andrea Bonetti
Erminia Manfrin
Somayehsadat Ghasemi
Michele Ceccarelli
Luigi Cerulo
Flavia Bazzoni
Massimo Pancione
Publication date
01-12-2015
Publisher
BioMed Central
Published in
Journal of Experimental & Clinical Cancer Research / Issue 1/2015
Electronic ISSN: 1756-9966
DOI
https://doi.org/10.1186/s13046-015-0225-7

Other articles of this Issue 1/2015

Journal of Experimental & Clinical Cancer Research 1/2015 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine