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Published in: BMC Cancer 1/2019

Open Access 01-12-2019 | Metastasis | Research article

Tumor-associated lymphangiogenesis predicts unfavorable prognosis of intrahepatic cholangiocarcinoma

Authors: Meng Sha, Seogsong Jeong, Xin Wang, Ying Tong, Jie Cao, Han-Yong Sun, Lei Xia, Ning Xu, Zhi-Feng Xi, Jian-Jun Zhang, Xiao-Ni Kong, Qiang Xia

Published in: BMC Cancer | Issue 1/2019

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Abstract

Background

Tumor-associated lymphangiogenesis is considered significant in number of solid malignancies. However, its impact on prognosis of intrahepatic cholangiocarcinoma (ICC) after resection remains further confirmation. Herein, we conducted this study to evaluate prognostic impact of tumor-associated lymphangiogenesis in patients with ICC.

Methods

Extent of tumor-associated lymphangiogenesis of ICC was evaluated by quantifying microlymphatic vessel density (MLVD) from immunohistochemical staining of a lymphatic endothelial-specific antibody (podoplanin). Clinicopathological characteristics were comprehensively analyzed to identify MLVD-associated factors. The patients were stratified into high and low MLVD groups according to the distinctive correlation between the MLVD and overall survival using the Spearman’s correlation test. Kaplan-Meier estimation was performed to confirm prognostic impact of MLVD in patients with ICC. Univariate and multivariate analyses were performed using the Cox proportional hazard model.

Results

The MLVD between 4 to 12 counts showed inverse proportion to the overall survival (Spearman’s r = − 0.66; 95% confidence interval [CI], − 0.82 to − 0.39; p <  0.0001), which was set as a cut-off for the high MLVD group, whereas the MLVD between 13 to 25 showed no correlation to the overall survival (r = − 0.11; 95% CI, − 0.38 to 0.19; p = 0.4791). The high MLVD group showed more frequent lymph node metastasis (p <  0.001) and were more likely to suffer from recurrence of the tumor compared to the low MLVD group (p <  0.001). The high MLVD was found to be independently associated with reduced overall and recurrence-free survival. The 5-year overall survival of the patients with high MLVD was significantly lower compared to those with low MLVD (0% vs 48%).

Conclusions

Our study reveals that tumor-associated lymphangiogenesis is significantly associated with increased lymphatic metastasis, recurrence of the tumor, and reduced overall survival in patients with ICC, thus providing guidance when estimating postresection prognosis.
Literature
1.
2.
go back to reference Petrick JL, Braunlin M, Laversanne M, Valery PC, Bray F, McGlynn KA. International trends in liver cancer incidence, overall and by histologic subtype, 1978-2007. Int J Cancer. 2016;139:1534–45.CrossRef Petrick JL, Braunlin M, Laversanne M, Valery PC, Bray F, McGlynn KA. International trends in liver cancer incidence, overall and by histologic subtype, 1978-2007. Int J Cancer. 2016;139:1534–45.CrossRef
3.
go back to reference Rizvi S, Gores GJ. Pathogenesis, diagnosis, and management of cholangiocarcinoma. Gastroenterology. 2013;145:1215–29.CrossRef Rizvi S, Gores GJ. Pathogenesis, diagnosis, and management of cholangiocarcinoma. Gastroenterology. 2013;145:1215–29.CrossRef
4.
go back to reference Yuan L, Luo X, Lu X, Huang B, Cai Q. Liver resection for intrahepatic cholangiocarcinoma in AJCC stage IV: an evaluation of the survival benefit and prognostic accuracy of current AJCC staging system on N and M classification. Oncol Rep. 2016;36:2663–72.CrossRef Yuan L, Luo X, Lu X, Huang B, Cai Q. Liver resection for intrahepatic cholangiocarcinoma in AJCC stage IV: an evaluation of the survival benefit and prognostic accuracy of current AJCC staging system on N and M classification. Oncol Rep. 2016;36:2663–72.CrossRef
5.
go back to reference Song S, Kim K, Chie EK, Kim S, Park HJ, Yi NJ, Suh KS, Ha SW. Locoregional recurrence after curative intent resection for intrahepatic cholangiocarcinoma: implications for adjuvant radiotherapy. Clin Transl Oncol. 2015;17:825–9.CrossRef Song S, Kim K, Chie EK, Kim S, Park HJ, Yi NJ, Suh KS, Ha SW. Locoregional recurrence after curative intent resection for intrahepatic cholangiocarcinoma: implications for adjuvant radiotherapy. Clin Transl Oncol. 2015;17:825–9.CrossRef
6.
go back to reference Aishima S, Nishihara Y, Iquchi T, Taquchi K, Taketomi A, Maehara Y, Tsuneyoshi M. Lymphatic spread is related to VEGF-C expression and D2-40-positive myofibroblasts in intrahepatic cholangiocarcinoma. Mod Pathol. 2008;21:256–64.CrossRef Aishima S, Nishihara Y, Iquchi T, Taquchi K, Taketomi A, Maehara Y, Tsuneyoshi M. Lymphatic spread is related to VEGF-C expression and D2-40-positive myofibroblasts in intrahepatic cholangiocarcinoma. Mod Pathol. 2008;21:256–64.CrossRef
7.
go back to reference Stacker SA, Williams SP, Karnezis T, Shayan R, Fox SB, Achen MG. Lymphangiogenesis and lymphatic vessel remodeling in cancer. Nat Rev Cancer. 2014;14:159–72.CrossRef Stacker SA, Williams SP, Karnezis T, Shayan R, Fox SB, Achen MG. Lymphangiogenesis and lymphatic vessel remodeling in cancer. Nat Rev Cancer. 2014;14:159–72.CrossRef
8.
go back to reference Skobe M, Hawighorst T, Jackson DG, et al. Induction of tumor lymphangiogenesis by VEGF-C promotes breast cancer metastasis. Nat Med. 2001;7:192–8.CrossRef Skobe M, Hawighorst T, Jackson DG, et al. Induction of tumor lymphangiogenesis by VEGF-C promotes breast cancer metastasis. Nat Med. 2001;7:192–8.CrossRef
9.
go back to reference Ji H, Cao R, Yang Y, Zhang Y, Iwamoto H, et al. TNFR1 mediates TNF-α-induced tumour lymphangiogenesis and metastasis by modulating VEGF-C-VEGFR3 signalling. Nat Commun. 2014;5:4944.CrossRef Ji H, Cao R, Yang Y, Zhang Y, Iwamoto H, et al. TNFR1 mediates TNF-α-induced tumour lymphangiogenesis and metastasis by modulating VEGF-C-VEGFR3 signalling. Nat Commun. 2014;5:4944.CrossRef
10.
go back to reference Wakisaka N, Hirota K, Kondo S, Sawada-Kitamura S, Endo K, Murono S, Yoshizaki T. Induction of lymphangiogenesis through vascular endothelial growth factor-C/vascular endothelial growth factor receptor 3 axis and its correlation with lymph node metastasis in nasopharyngeal carcinoma. Oral Oncol. 2012;48:703–8.CrossRef Wakisaka N, Hirota K, Kondo S, Sawada-Kitamura S, Endo K, Murono S, Yoshizaki T. Induction of lymphangiogenesis through vascular endothelial growth factor-C/vascular endothelial growth factor receptor 3 axis and its correlation with lymph node metastasis in nasopharyngeal carcinoma. Oral Oncol. 2012;48:703–8.CrossRef
11.
go back to reference Thelen A, Scholz A, Benckert C, Weichert W, Dietz E, Wiedenmann B, Neuhaus P, Jonas S. Tumor-associated lymphangiogenesis correlates with lymphnode metastases and prognosis in hilar cholangiocarcinoma. Ann Surg Oncol. 2008;15:791–9.CrossRef Thelen A, Scholz A, Benckert C, Weichert W, Dietz E, Wiedenmann B, Neuhaus P, Jonas S. Tumor-associated lymphangiogenesis correlates with lymphnode metastases and prognosis in hilar cholangiocarcinoma. Ann Surg Oncol. 2008;15:791–9.CrossRef
12.
go back to reference Sha M, Jeong S, Chen XS, Tong Y, Cao J, et al. Expression of VEGFR-3 in intrahepatic cholangiocarcinoma correlates with unfavorable prognosis through lymphangiogenesis. Int J Biol Sci. 2018;14:1333–42.CrossRef Sha M, Jeong S, Chen XS, Tong Y, Cao J, et al. Expression of VEGFR-3 in intrahepatic cholangiocarcinoma correlates with unfavorable prognosis through lymphangiogenesis. Int J Biol Sci. 2018;14:1333–42.CrossRef
13.
go back to reference Chiang HH, Lee CM, Hu TH, Hung CH, Wang JH, et al. A combination of the on-treatment FIB-4 and alpha-foetoprotein predicts clinical outcomes in cirrhotic patients receiving entecavir. Liver Int. 2018;38:1997–2005.CrossRef Chiang HH, Lee CM, Hu TH, Hung CH, Wang JH, et al. A combination of the on-treatment FIB-4 and alpha-foetoprotein predicts clinical outcomes in cirrhotic patients receiving entecavir. Liver Int. 2018;38:1997–2005.CrossRef
14.
go back to reference He C, Zhang Y, Song Y, Wang J, Xing K, Lin X, Li S. Preoperative CEA levels are supplementary to CA19-9 levels in predicting prognosis in patients with resectable intrahepatic cholangiocarcinoma. J Cancer. 2018;9:3117–28.CrossRef He C, Zhang Y, Song Y, Wang J, Xing K, Lin X, Li S. Preoperative CEA levels are supplementary to CA19-9 levels in predicting prognosis in patients with resectable intrahepatic cholangiocarcinoma. J Cancer. 2018;9:3117–28.CrossRef
15.
go back to reference Bridgewater J, Galle PR, Khan SA, Llovet JM, Patel T, Pawlik TM, Gores GJ. Guidelines for the diagnosis and management of intrahepatic cholangiocarcinoma. J Hepatol. 2014;60:1268–89.CrossRef Bridgewater J, Galle PR, Khan SA, Llovet JM, Patel T, Pawlik TM, Gores GJ. Guidelines for the diagnosis and management of intrahepatic cholangiocarcinoma. J Hepatol. 2014;60:1268–89.CrossRef
16.
go back to reference Hammill CW, Wong LL. Intrahepatic cholangiocarcinoma: a malignancy of increasing incidence. J Am Coll Surg. 2008;207:594–603.CrossRef Hammill CW, Wong LL. Intrahepatic cholangiocarcinoma: a malignancy of increasing incidence. J Am Coll Surg. 2008;207:594–603.CrossRef
17.
go back to reference Amini N, Eiaz A, Spolverato G, Maithel SK, Kim Y, Pawlik TM. Management of lymph nodes during resection of hepatocellular carcinoma and intrahepatic cholangiocarcinoma: a systematic review. J Gastrointest Surg. 2014;18:2136–48.CrossRef Amini N, Eiaz A, Spolverato G, Maithel SK, Kim Y, Pawlik TM. Management of lymph nodes during resection of hepatocellular carcinoma and intrahepatic cholangiocarcinoma: a systematic review. J Gastrointest Surg. 2014;18:2136–48.CrossRef
18.
go back to reference De Jong MC, Nathan H, Sotiropoulos GC, Paul A, Alexandrescu S, et al. Intrahepatic cholangiocarcinoma: an international multi-institutional analysis of prognostic factors and lymph node assessment. J Clin Oncol. 2011;10:3140–5.CrossRef De Jong MC, Nathan H, Sotiropoulos GC, Paul A, Alexandrescu S, et al. Intrahepatic cholangiocarcinoma: an international multi-institutional analysis of prognostic factors and lymph node assessment. J Clin Oncol. 2011;10:3140–5.CrossRef
19.
go back to reference Valtola R, Salven P, Heikkilä P, Taipale J, Joensuu H, Rehn M, Pihlajaniemi T, Weich H, deWaal R, Alitalo K. VEGFR-3 and its ligand VEGF-C are associated with angiogenesis in breast cancer. Am J Pathol. 1999;154:1381–90.CrossRef Valtola R, Salven P, Heikkilä P, Taipale J, Joensuu H, Rehn M, Pihlajaniemi T, Weich H, deWaal R, Alitalo K. VEGFR-3 and its ligand VEGF-C are associated with angiogenesis in breast cancer. Am J Pathol. 1999;154:1381–90.CrossRef
20.
go back to reference Saintigny P, Kambouchner M, Ly M, Gomes N, Sainte-Catherine O, Vassy R, Czernichow S, Letoumelin P, Breau JL, Bernaudin JF, Kraemer M. Vascular endothelial growth factor-C and its receptor VEGFR-3 in non-small-cell lung cancer: concurrent expression in cancer cells from primary tumour and metastatic lymph node. Lung Cancer. 2007;58:205–13.CrossRef Saintigny P, Kambouchner M, Ly M, Gomes N, Sainte-Catherine O, Vassy R, Czernichow S, Letoumelin P, Breau JL, Bernaudin JF, Kraemer M. Vascular endothelial growth factor-C and its receptor VEGFR-3 in non-small-cell lung cancer: concurrent expression in cancer cells from primary tumour and metastatic lymph node. Lung Cancer. 2007;58:205–13.CrossRef
21.
go back to reference Gordon EJ, Gale NW, Harvey NL. Expression of the hyaluronan receptor LYVE-1 is not restricted to the lymphatic vasculature: LYVE-1 is also expressed on embryonic blood vessels. Dev Dyn. 2008;237:1901–9.CrossRef Gordon EJ, Gale NW, Harvey NL. Expression of the hyaluronan receptor LYVE-1 is not restricted to the lymphatic vasculature: LYVE-1 is also expressed on embryonic blood vessels. Dev Dyn. 2008;237:1901–9.CrossRef
22.
go back to reference Breiteneder-Geleff S, Soleiman A, Kowalski H, Horvat R, Amann G, Kriehuber E, Diem K, Weninger W, Tschachler E, Alitalo K, Kerjaschki D. Angiosarcomas express mixed endothelial phenotypes of blood and lymphatic capillaries:podoplanin as a specific marker for lymphatic endothelium. Am J Pathol 1999;154:385–394. Breiteneder-Geleff S, Soleiman A, Kowalski H, Horvat R, Amann G, Kriehuber E, Diem K, Weninger W, Tschachler E, Alitalo K, Kerjaschki D. Angiosarcomas express mixed endothelial phenotypes of blood and lymphatic capillaries:podoplanin as a specific marker for lymphatic endothelium. Am J Pathol 1999;154:385–394.
23.
go back to reference Du LC, Chen XC, Wang D, Wen YJ, Wang CT, Wang XM, Kan B, Wei YQ, Zhao X. VEGF-D-induced draining lymphatic enlargement and tumor lymphangiogenesis promote lymph node metastasis in a xenograft model of ovarian carcinoma. Reprod Bio Endocrinol. 2014;12:14.CrossRef Du LC, Chen XC, Wang D, Wen YJ, Wang CT, Wang XM, Kan B, Wei YQ, Zhao X. VEGF-D-induced draining lymphatic enlargement and tumor lymphangiogenesis promote lymph node metastasis in a xenograft model of ovarian carcinoma. Reprod Bio Endocrinol. 2014;12:14.CrossRef
24.
go back to reference Watanabe M, Tanaka H, Ohira M, Yoshii M, et al. Intranodal lymphangiogenesis precedes development of lymph node metastasis and accelerates progression of gastric cancer. J Gastrointest Surg. 2014;18:481–90.CrossRef Watanabe M, Tanaka H, Ohira M, Yoshii M, et al. Intranodal lymphangiogenesis precedes development of lymph node metastasis and accelerates progression of gastric cancer. J Gastrointest Surg. 2014;18:481–90.CrossRef
25.
go back to reference Ueda A, Matsumoto T, Komuro Y. Lymphangiogenesis is a predictor of nodal metastasis in extramammary Paget's disease. Histopathology. 2011;58:870–4.CrossRef Ueda A, Matsumoto T, Komuro Y. Lymphangiogenesis is a predictor of nodal metastasis in extramammary Paget's disease. Histopathology. 2011;58:870–4.CrossRef
26.
go back to reference Lee TY, Lee SS, Jung SW, Jeon SH, Yun SC, Oh HC, Kwon S, Lee SK, Seo DW, Kim MH, Suh DJ. Hepatitis B virus infection and intrahepatic cholangiocarcinoma in Korea: a case-control study. Am J Gastroenterol. 2008;103:1716–20.CrossRef Lee TY, Lee SS, Jung SW, Jeon SH, Yun SC, Oh HC, Kwon S, Lee SK, Seo DW, Kim MH, Suh DJ. Hepatitis B virus infection and intrahepatic cholangiocarcinoma in Korea: a case-control study. Am J Gastroenterol. 2008;103:1716–20.CrossRef
27.
go back to reference Zhou YM, Yin ZF, Yang JM, Li B, Shao WY, Xu F, Wang YL, Li DQ. Risk factors for intrahepatic cholangiocarcinoma: a case-control study in China. World J Gastroenterol. 2008;14:632–5.CrossRef Zhou YM, Yin ZF, Yang JM, Li B, Shao WY, Xu F, Wang YL, Li DQ. Risk factors for intrahepatic cholangiocarcinoma: a case-control study in China. World J Gastroenterol. 2008;14:632–5.CrossRef
28.
go back to reference Zhou HB, Wang H, Li YQ, et al. Hepatitis B virus infection: a favorable prognostic factor for intrahepatic cholangiocarcinoma after resection. World J Gastroenterol. 2011;17:1292–303.CrossRef Zhou HB, Wang H, Li YQ, et al. Hepatitis B virus infection: a favorable prognostic factor for intrahepatic cholangiocarcinoma after resection. World J Gastroenterol. 2011;17:1292–303.CrossRef
29.
go back to reference Wu ZF, Yang N, Li DY, Zhang HB, Yang GS. Characteristics of intrahepatic cholangiocarcinoma in patients with hepatitis B virus infection: clinicopathologic study of resected tumours. J Viral Hepat. 2013;20:306–10.CrossRef Wu ZF, Yang N, Li DY, Zhang HB, Yang GS. Characteristics of intrahepatic cholangiocarcinoma in patients with hepatitis B virus infection: clinicopathologic study of resected tumours. J Viral Hepat. 2013;20:306–10.CrossRef
30.
go back to reference Ahn CS, Hwang S, Lee YJ, Kim KH, Moon DB, Ha TY, Song GW, Lee SG. Prognostic impact of hepatitis B virus infection in patients with intrahepatic cholangiocarcinoma. ANZ J Surg. 2018;88:212–7.CrossRef Ahn CS, Hwang S, Lee YJ, Kim KH, Moon DB, Ha TY, Song GW, Lee SG. Prognostic impact of hepatitis B virus infection in patients with intrahepatic cholangiocarcinoma. ANZ J Surg. 2018;88:212–7.CrossRef
31.
go back to reference Choi SB, Kim KS, Choi JY, Park SW, Choi JS, Lee WJ, Chung JB. The prognosis and survival outcome of intrahepatic cholangiocarcinoma following surgical resection: association of lymph node metastasis and lymph node dissection with survival. Ann Surg Oncol. 2009;16:3048–56.CrossRef Choi SB, Kim KS, Choi JY, Park SW, Choi JS, Lee WJ, Chung JB. The prognosis and survival outcome of intrahepatic cholangiocarcinoma following surgical resection: association of lymph node metastasis and lymph node dissection with survival. Ann Surg Oncol. 2009;16:3048–56.CrossRef
32.
go back to reference Murakami Y, Yokoyama T, Takesue Y, Hiyama E, Yokoyama Y, Kanehiro T, Uemura K, Matsuura Y. Long-term survival of peripheral intrahepatic cholangiocarcinoma with metastasis to the Para-aortic lymph nodes. Surgery. 2000;127:105–6.CrossRef Murakami Y, Yokoyama T, Takesue Y, Hiyama E, Yokoyama Y, Kanehiro T, Uemura K, Matsuura Y. Long-term survival of peripheral intrahepatic cholangiocarcinoma with metastasis to the Para-aortic lymph nodes. Surgery. 2000;127:105–6.CrossRef
33.
go back to reference Tammela T, Alitalo K. Lymphangiogenesis: molecular mechanisms and future promise. Cell. 2010;140:460–76.CrossRef Tammela T, Alitalo K. Lymphangiogenesis: molecular mechanisms and future promise. Cell. 2010;140:460–76.CrossRef
34.
go back to reference Bjorndahl MA, Cao R, Burton JB, Brakenhielm E, Religa P, Galter D, Wu L, Cao Y. Vascular endothelial growth factor-a promotes peritumoral lymphangiogenesis and lymphatic metastasis. Cancer Res. 2005;65:9261–8.CrossRef Bjorndahl MA, Cao R, Burton JB, Brakenhielm E, Religa P, Galter D, Wu L, Cao Y. Vascular endothelial growth factor-a promotes peritumoral lymphangiogenesis and lymphatic metastasis. Cancer Res. 2005;65:9261–8.CrossRef
35.
go back to reference Cao R, Bjorndahl MA, Religa P, Clasper S, Garvin S, et al. PDGF-BB induces intratumoral lymphangiogenesis and promotes lymphatic metastasis. Cancer Cell. 2004;6:333–45.CrossRef Cao R, Bjorndahl MA, Religa P, Clasper S, Garvin S, et al. PDGF-BB induces intratumoral lymphangiogenesis and promotes lymphatic metastasis. Cancer Cell. 2004;6:333–45.CrossRef
36.
go back to reference Oka M, Iwata C, Suzuki HI, Kiyono K, Morishita Y, et al. Inhibition of endogenous TGF-beta signaling enhances lymphangiogenesis. Blood. 2008;111:4571–9.CrossRef Oka M, Iwata C, Suzuki HI, Kiyono K, Morishita Y, et al. Inhibition of endogenous TGF-beta signaling enhances lymphangiogenesis. Blood. 2008;111:4571–9.CrossRef
37.
go back to reference Zhu AX, Rosmorduc O, Evans TR, Ross PJ, Santoro A, et al. SEARCH: a phase III, randomized, double-blind, placebo-controlled trial of sorafenib plus erlotinib in patients with advanced hepatocellular carcinoma. J Clin Oncol. 2015;33:559–66.CrossRef Zhu AX, Rosmorduc O, Evans TR, Ross PJ, Santoro A, et al. SEARCH: a phase III, randomized, double-blind, placebo-controlled trial of sorafenib plus erlotinib in patients with advanced hepatocellular carcinoma. J Clin Oncol. 2015;33:559–66.CrossRef
38.
go back to reference Haas NB, Manola J, Uzzo RG, Flaherty KT, Wood CG, et al. Adjuvant sunitinib or sorafenib for high-risk, non-metastatic renal-cell carcinoma (ECOG-ACRIN E2805): a double-blind, placebo-controlled, randomised, phase 3 trial. Lancet. 2016;387:2008–16.CrossRef Haas NB, Manola J, Uzzo RG, Flaherty KT, Wood CG, et al. Adjuvant sunitinib or sorafenib for high-risk, non-metastatic renal-cell carcinoma (ECOG-ACRIN E2805): a double-blind, placebo-controlled, randomised, phase 3 trial. Lancet. 2016;387:2008–16.CrossRef
39.
go back to reference Li J, Qin S, Xu R, Yau TC, Ma B, et al. Regorafenib plus best supportive care versus placebo plus best supportive care in Asian patients with previously treated metastatic colorectal cancer (CONCUR): a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet Oncol. 2015;16:619–29.CrossRef Li J, Qin S, Xu R, Yau TC, Ma B, et al. Regorafenib plus best supportive care versus placebo plus best supportive care in Asian patients with previously treated metastatic colorectal cancer (CONCUR): a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet Oncol. 2015;16:619–29.CrossRef
Metadata
Title
Tumor-associated lymphangiogenesis predicts unfavorable prognosis of intrahepatic cholangiocarcinoma
Authors
Meng Sha
Seogsong Jeong
Xin Wang
Ying Tong
Jie Cao
Han-Yong Sun
Lei Xia
Ning Xu
Zhi-Feng Xi
Jian-Jun Zhang
Xiao-Ni Kong
Qiang Xia
Publication date
01-12-2019
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2019
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-019-5420-z

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