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Published in: Journal of Translational Medicine 1/2019

Open Access 01-12-2019 | Colorectal Cancer | Research

Serum CCL20 combined with IL-17A as early diagnostic and prognostic biomarkers for human colorectal cancer

Authors: Dan Wang, Weitang Yuan, Yaping Wang, Qian Wu, Li Yang, Feng Li, Xinfeng Chen, Zhen Zhang, Weina Yu, Nomathamsanqa Resegofetse Maimela, Ling Cao, Dong Wang, Junxia Wang, Zhenqiang Sun, Jinbo Liu, Yi Zhang

Published in: Journal of Translational Medicine | Issue 1/2019

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Abstract

Background

Noninvasive and effective methods of early diagnosis of colorectal cancer (CRC) are underexplored. Inflammation is known to play an important role in the tumor microenvironment of CRC. Therefore, the aim of this study was to elucidate novel inflammatory biomarkers related to early diagnosis and prognosis of CRC.

Methods

Based on the results from a multiplex assay and a pan-cancer screening of TCGA data with 18 cancer types, we identified several targeted biomarkers. We further confirmed these results using a trial cohort of 112 CRC patients and 151 controls (59 healthy donors, 52 colitis and 40 colorectal adenoma patients) by Elisa and immunohistochemistry (IHC). The biomarkers expression levels in CRC patients of different clinical stages were compared. The targeted biomarkers panel was developed using logistic regression model and was then validated using an independent cohort including 75 CRC patients and 90 controls (35 healthy donors, 20 colitis and 35 colorectal adenoma patients). Diagnostic accuracy was evaluated using area under the receiver-operating characteristic (ROC) curve and overall survival analysis was used for prognosis. Gene ontology (GO) analyses and Gene set enrichment analyses (GSEA) were performed to predict the function of the candidate biomarkers.

Results

CCL20 and IL-17A were identified as candidate biomarkers using multiplex assay and pan-cancer screening of TCGA data. Elisa and IHC demonstrated that both CCL20 and IL-17A levels were highly expressed in CRC patients, more especially in patients with advanced stage disease. A signature expression of the two biomarkers showed high diagnostic accuracy of CRC. Importantly, the diagnostic sensitivity and specificity were still satisfactory in the early stage and low carcinoembryonic antigen (CEA) level groups. Bioinformatics analysis revealed that CCL20 and IL-17A may be involved in CRC progression. In addition, the diagnostic performance of CCL20 and IL-17A in combination was superior to that of either marker alone.

Conclusions

Serum CCL20 and IL-17A levels were identified as independent prognostic markers for CRC. The CCL20-IL-17A panel exhibited a good performance in the diagnosis of early stage CRC.
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Literature
1.
3.
go back to reference Force USPST, Bibbins-Domingo K, Grossman DC, Curry SJ, Davidson KW, Epling JW Jr, Garcia FAR, Gillman MW, Harper DM, Kemper AR, et al. Screening for colorectal cancer: us preventive services task force recommendation statement. JAMA. 2016;315:2564–75.CrossRef Force USPST, Bibbins-Domingo K, Grossman DC, Curry SJ, Davidson KW, Epling JW Jr, Garcia FAR, Gillman MW, Harper DM, Kemper AR, et al. Screening for colorectal cancer: us preventive services task force recommendation statement. JAMA. 2016;315:2564–75.CrossRef
4.
go back to reference Nicolini A, Ferrari P, Duffy MJ, Antonelli A, Rossi G, Metelli MR, Fulceri F, Anselmi L, Conte M, Berti P, Miccoli P. Intensive risk-adjusted follow-up with the CEA, TPA, CA19.9, and CA72.4 tumor marker panel and abdominal ultrasonography to diagnose operable colorectal cancer recurrences: effect on survival. Arch Surg. 2010;145:1177–83.CrossRefPubMed Nicolini A, Ferrari P, Duffy MJ, Antonelli A, Rossi G, Metelli MR, Fulceri F, Anselmi L, Conte M, Berti P, Miccoli P. Intensive risk-adjusted follow-up with the CEA, TPA, CA19.9, and CA72.4 tumor marker panel and abdominal ultrasonography to diagnose operable colorectal cancer recurrences: effect on survival. Arch Surg. 2010;145:1177–83.CrossRefPubMed
5.
go back to reference Lee WS, Baek JH, Kim KK, Park YH. The prognostic significant of percentage drop in serum CEA post curative resection for colon cancer. Surg Oncol. 2012;21:45–51.CrossRefPubMed Lee WS, Baek JH, Kim KK, Park YH. The prognostic significant of percentage drop in serum CEA post curative resection for colon cancer. Surg Oncol. 2012;21:45–51.CrossRefPubMed
6.
go back to reference Yoshimura T, Matsushima K, Tanaka S, Robinson EA, Appella E, Oppenheim JJ, Leonard EJ. Purification of a human monocyte-derived neutrophil chemotactic factor that has peptide sequence similarity to other host defense cytokines. Proc Natl Acad Sci USA. 1987;84:9233–7.CrossRefPubMedPubMedCentral Yoshimura T, Matsushima K, Tanaka S, Robinson EA, Appella E, Oppenheim JJ, Leonard EJ. Purification of a human monocyte-derived neutrophil chemotactic factor that has peptide sequence similarity to other host defense cytokines. Proc Natl Acad Sci USA. 1987;84:9233–7.CrossRefPubMedPubMedCentral
7.
go back to reference Marsigliante S, Vetrugno C, Muscella A. Paracrine CCL20 loop induces epithelial-mesenchymal transition in breast epithelial cells. Mol Carcinog. 2016;55:1175–86.CrossRefPubMed Marsigliante S, Vetrugno C, Muscella A. Paracrine CCL20 loop induces epithelial-mesenchymal transition in breast epithelial cells. Mol Carcinog. 2016;55:1175–86.CrossRefPubMed
8.
go back to reference Chang KP, Hao SP, Chang JH, Wu CC, Tsang NM, Lee YS, Hsu CL, Ueng SH, Liu SC, Liu YL, et al. Macrophage inflammatory protein-3alpha is a novel serum marker for nasopharyngeal carcinoma detection and prediction of treatment outcomes. Clin Cancer Res. 2008;14:6979–87.CrossRefPubMed Chang KP, Hao SP, Chang JH, Wu CC, Tsang NM, Lee YS, Hsu CL, Ueng SH, Liu SC, Liu YL, et al. Macrophage inflammatory protein-3alpha is a novel serum marker for nasopharyngeal carcinoma detection and prediction of treatment outcomes. Clin Cancer Res. 2008;14:6979–87.CrossRefPubMed
9.
go back to reference Ueyama A, Imura C, Fusamae Y, Tsujii K, Furue Y, Aoki M, Suzuki M, Okuda T, Oshima I, Yasui K, et al. Potential role of IL-17-producing CD4/CD8 double negative alphabeta T cells in psoriatic skin inflammation in a TPA-induced STAT3C transgenic mouse model. J Dermatol Sci. 2017;85:27–35.CrossRefPubMed Ueyama A, Imura C, Fusamae Y, Tsujii K, Furue Y, Aoki M, Suzuki M, Okuda T, Oshima I, Yasui K, et al. Potential role of IL-17-producing CD4/CD8 double negative alphabeta T cells in psoriatic skin inflammation in a TPA-induced STAT3C transgenic mouse model. J Dermatol Sci. 2017;85:27–35.CrossRefPubMed
10.
go back to reference Patil RS, Shah SU, Shrikhande SV, Goel M, Dikshit RP, Chiplunkar SV. IL17 producing gammadeltaT cells induce angiogenesis and are associated with poor survival in gallbladder cancer patients. Int J Cancer. 2016;139:869–81.CrossRefPubMed Patil RS, Shah SU, Shrikhande SV, Goel M, Dikshit RP, Chiplunkar SV. IL17 producing gammadeltaT cells induce angiogenesis and are associated with poor survival in gallbladder cancer patients. Int J Cancer. 2016;139:869–81.CrossRefPubMed
11.
go back to reference Liu X, Jin H, Zhang G, Lin X, Chen C, Sun J, Zhang Y, Zhang Q, Yu J. Intratumor IL-17-positive mast cells are the major source of the IL-17 that is predictive of survival in gastric cancer patients. PLoS ONE. 2014;9:e106834.CrossRefPubMedPubMedCentral Liu X, Jin H, Zhang G, Lin X, Chen C, Sun J, Zhang Y, Zhang Q, Yu J. Intratumor IL-17-positive mast cells are the major source of the IL-17 that is predictive of survival in gastric cancer patients. PLoS ONE. 2014;9:e106834.CrossRefPubMedPubMedCentral
12.
go back to reference Iida T, Iwahashi M, Katsuda M, Ishida K, Nakamori M, Nakamura M, Naka T, Ojima T, Ueda K, Hayata K, et al. Tumor-infiltrating CD4 + Th17 cells produce IL-17 in tumor microenvironment and promote tumor progression in human gastric cancer. Oncol Rep. 2011;25:1271–7.CrossRefPubMed Iida T, Iwahashi M, Katsuda M, Ishida K, Nakamori M, Nakamura M, Naka T, Ojima T, Ueda K, Hayata K, et al. Tumor-infiltrating CD4 + Th17 cells produce IL-17 in tumor microenvironment and promote tumor progression in human gastric cancer. Oncol Rep. 2011;25:1271–7.CrossRefPubMed
13.
go back to reference Tseng JY, Yang CY, Liang SC, Liu RS, Yang SH, Lin JK, Chen YM, Wu YC, Jiang JK, Lin CH. Interleukin-17A modulates circulating tumor cells in tumor draining vein of colorectal cancers and affects metastases. Clin Cancer Res. 2014;20:2885–97.CrossRefPubMed Tseng JY, Yang CY, Liang SC, Liu RS, Yang SH, Lin JK, Chen YM, Wu YC, Jiang JK, Lin CH. Interleukin-17A modulates circulating tumor cells in tumor draining vein of colorectal cancers and affects metastases. Clin Cancer Res. 2014;20:2885–97.CrossRefPubMed
14.
go back to reference Wu D, Wu P, Huang Q, Liu Y, Ye J, Huang J. Interleukin-17: a promoter in colorectal cancer progression. Clin Dev Immunol. 2013;2013:436307.PubMedPubMedCentral Wu D, Wu P, Huang Q, Liu Y, Ye J, Huang J. Interleukin-17: a promoter in colorectal cancer progression. Clin Dev Immunol. 2013;2013:436307.PubMedPubMedCentral
15.
go back to reference Lereclus E, Tout M, Girault A, Baroukh N, Caulet M, Borg C, Bouche O, Ternant D, Paintaud G, Lecomte T, Raoul W. A possible association of baseline serum IL-17A concentrations with progression-free survival of metastatic colorectal cancer patients treated with a bevacizumab-based regimen. BMC Cancer. 2017;17:220.CrossRefPubMedPubMedCentral Lereclus E, Tout M, Girault A, Baroukh N, Caulet M, Borg C, Bouche O, Ternant D, Paintaud G, Lecomte T, Raoul W. A possible association of baseline serum IL-17A concentrations with progression-free survival of metastatic colorectal cancer patients treated with a bevacizumab-based regimen. BMC Cancer. 2017;17:220.CrossRefPubMedPubMedCentral
16.
go back to reference Lin Q, Xue L, Tian T, Zhang B, Guo L, Lin G, Chen Z, Fan K, Gu X. Prognostic value of serum IL-17 and VEGF levels in small cell lung cancer. Int J Biol Markers. 2015;30:e359–63.CrossRefPubMed Lin Q, Xue L, Tian T, Zhang B, Guo L, Lin G, Chen Z, Fan K, Gu X. Prognostic value of serum IL-17 and VEGF levels in small cell lung cancer. Int J Biol Markers. 2015;30:e359–63.CrossRefPubMed
17.
go back to reference Benevides L, da Fonseca DM, Donate PB, Tiezzi DG, De Carvalho DD, de Andrade JM, Martins GA, Silva JS. IL17 promotes mammary tumor progression by changing the behavior of tumor cells and eliciting tumorigenic neutrophils recruitment. Cancer Res. 2015;75:3788–99.CrossRefPubMedPubMedCentral Benevides L, da Fonseca DM, Donate PB, Tiezzi DG, De Carvalho DD, de Andrade JM, Martins GA, Silva JS. IL17 promotes mammary tumor progression by changing the behavior of tumor cells and eliciting tumorigenic neutrophils recruitment. Cancer Res. 2015;75:3788–99.CrossRefPubMedPubMedCentral
18.
go back to reference Lu L, Pan K, Zheng HX, Li JJ, Qiu HJ, Zhao JJ, Weng DS, Pan QZ, Wang DD, Jiang SS, et al. IL-17A promotes immune cell recruitment in human esophageal cancers and the infiltrating dendritic cells represent a positive prognostic marker for patient survival. J Immunother. 2013;36:451–8.CrossRefPubMed Lu L, Pan K, Zheng HX, Li JJ, Qiu HJ, Zhao JJ, Weng DS, Pan QZ, Wang DD, Jiang SS, et al. IL-17A promotes immune cell recruitment in human esophageal cancers and the infiltrating dendritic cells represent a positive prognostic marker for patient survival. J Immunother. 2013;36:451–8.CrossRefPubMed
19.
go back to reference Walch-Ruckheim B, Mavrova R, Henning M, Vicinus B, Kim YJ, Bohle RM, Juhasz-Boss I, Solomayer EF, Smola S. Stromal fibroblasts induce CCL20 through IL6/C/EBPbeta to support the recruitment of Th17 cells during cervical cancer progression. Cancer Res. 2015;75:5248–59.CrossRefPubMed Walch-Ruckheim B, Mavrova R, Henning M, Vicinus B, Kim YJ, Bohle RM, Juhasz-Boss I, Solomayer EF, Smola S. Stromal fibroblasts induce CCL20 through IL6/C/EBPbeta to support the recruitment of Th17 cells during cervical cancer progression. Cancer Res. 2015;75:5248–59.CrossRefPubMed
20.
go back to reference Wang L, Qin H, Li L, Zhang Y, Tu Y, Feng F, Ji P, Zhang J, Li G, Zhao Z, Gao G. Overexpression of CCL20 and its receptor CCR20 predicts poor clinical prognosis in human gliomas. Med Oncol. 2012;29:3491–7.CrossRefPubMed Wang L, Qin H, Li L, Zhang Y, Tu Y, Feng F, Ji P, Zhang J, Li G, Zhao Z, Gao G. Overexpression of CCL20 and its receptor CCR20 predicts poor clinical prognosis in human gliomas. Med Oncol. 2012;29:3491–7.CrossRefPubMed
21.
go back to reference Aleksandrova K, Boeing H, Nothlings U, Jenab M, Fedirko V, Kaaks R, Lukanova A, Trichopoulou A, Trichopoulos D, Boffetta P, et al. Inflammatory and metabolic biomarkers and risk of liver and biliary tract cancer. Hepatology. 2014;60:858–71.CrossRefPubMed Aleksandrova K, Boeing H, Nothlings U, Jenab M, Fedirko V, Kaaks R, Lukanova A, Trichopoulou A, Trichopoulos D, Boffetta P, et al. Inflammatory and metabolic biomarkers and risk of liver and biliary tract cancer. Hepatology. 2014;60:858–71.CrossRefPubMed
22.
go back to reference Shakir M, Tang D, Zeh HJ, Tang SW, Anderson CJ, Bahary N, Lotze MT. The chemokine receptors CXCR22/CXCR22 and their primary heterodimeric ligands CXCL12 and CXCL12/high mobility group box 1 in pancreatic cancer growth and development: finding flow. Pancreas. 2015;44:528–34.CrossRefPubMed Shakir M, Tang D, Zeh HJ, Tang SW, Anderson CJ, Bahary N, Lotze MT. The chemokine receptors CXCR22/CXCR22 and their primary heterodimeric ligands CXCL12 and CXCL12/high mobility group box 1 in pancreatic cancer growth and development: finding flow. Pancreas. 2015;44:528–34.CrossRefPubMed
23.
go back to reference Mor G, Visintin I, Lai Y, Zhao H, Schwartz P, Rutherford T, Yue L, Bray-Ward P, Ward DC. Serum protein markers for early detection of ovarian cancer. Proc Natl Acad Sci USA. 2005;102:7677–82.CrossRefPubMedPubMedCentral Mor G, Visintin I, Lai Y, Zhao H, Schwartz P, Rutherford T, Yue L, Bray-Ward P, Ward DC. Serum protein markers for early detection of ovarian cancer. Proc Natl Acad Sci USA. 2005;102:7677–82.CrossRefPubMedPubMedCentral
24.
go back to reference Huang HL, Yao HS, Wang Y, Wang WJ, Hu ZQ, Jin KZ. Proteomic identification of tumor biomarkers associated with primary gallbladder cancer. World J Gastroenterol. 2014;20:5511–8.CrossRefPubMedPubMedCentral Huang HL, Yao HS, Wang Y, Wang WJ, Hu ZQ, Jin KZ. Proteomic identification of tumor biomarkers associated with primary gallbladder cancer. World J Gastroenterol. 2014;20:5511–8.CrossRefPubMedPubMedCentral
Metadata
Title
Serum CCL20 combined with IL-17A as early diagnostic and prognostic biomarkers for human colorectal cancer
Authors
Dan Wang
Weitang Yuan
Yaping Wang
Qian Wu
Li Yang
Feng Li
Xinfeng Chen
Zhen Zhang
Weina Yu
Nomathamsanqa Resegofetse Maimela
Ling Cao
Dong Wang
Junxia Wang
Zhenqiang Sun
Jinbo Liu
Yi Zhang
Publication date
01-12-2019
Publisher
BioMed Central
Published in
Journal of Translational Medicine / Issue 1/2019
Electronic ISSN: 1479-5876
DOI
https://doi.org/10.1186/s12967-019-2008-y

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