Skip to main content
Top
Published in: Annals of Surgical Oncology 13/2018

01-12-2018 | Pancreatic Tumors

Tumor-Infiltrating Platelets Predict Postsurgical Survival in Patients with Pancreatic Ductal Adenocarcinoma

Authors: Shi-Rong Zhang, M.Med, Lie Yao, MD, PhD, Wen-Quan Wang, MD, PhD, Jin-Zhi Xu, M.Med, Hua-Xiang Xu, MD, Wei Jin, PhD, He-Li Gao, MD, PhD, Chun-Tao Wu, MD, Zi-Hao Qi, MD, Hao Li, MD, PhD, Shuo Li, MD, Quan-Xing Ni, MD, Xian-Jun Yu, MD, PhD, De-Liang Fu, MD, PhD, Liang Liu, MD, PhD

Published in: Annals of Surgical Oncology | Issue 13/2018

Login to get access

Abstract

Background

Platelets are believed to promote tumor growth and metastasis in several tumor types. The prognostic role of blood platelets in pancreatic ductal adenocarcinoma (PDAC) remains controversial, and the prognostic value of tumor-infiltrating platelets (TIPs) remains unknown.

Methods

A total of 303 patients who underwent curative pancreatectomy for PDAC were enrolled from two independent centers in China and divided into three cohorts. Paired preoperative blood samples and surgical specimens from all patients were analyzed. The correlations between patient outcomes and preoperative blood platelet counts and the presence of TIPs, respectively, were analyzed. TIPs were identified by immunohistochemical staining of CD42b. Prognostic accuracy was estimated by concordance index (C-index) and Akaike information criterion (AIC).

Results

TIPs, but not preoperative blood platelet counts, were associated with overall survival (OS; all P < 0.001) and recurrence-free survival (RFS; all P < 0.001) in the training, testing, and validation sets. Positive CD42b expression predicted poor postsurgical survival. Incorporation of TIPs improved the predictive accuracy of the 8th edition American Joint Committee on Cancer (AJCC) tumor–node–metastasis (TNM) staging system for OS in each of the three cohorts (C-index: 0.7164, 0.7569, and 0.7050, respectively; AIC: 472, 386, and 1019, respectively). The new predictor system was validated by incorporating TIPs with the 7th edition AJCC TNM staging system (C-index: 0.7052, 0.7623, and 0.7157; AIC: 476, 386, and 1015).

Conclusion

TIPs were an independent prognostic factor that could be incorporated into the AJCC TNM staging system to refine risk stratification and predict surgical outcomes of patients with PDAC.
Appendix
Available only for authorised users
Literature
1.
go back to reference Siegel RL, Miller KD, Jemal A. Cancer statistics, 2018. CA Cancer J Clin. 2018;68:7–30.CrossRef Siegel RL, Miller KD, Jemal A. Cancer statistics, 2018. CA Cancer J Clin. 2018;68:7–30.CrossRef
2.
go back to reference Long J, Luo GP, Xiao ZW, Liu ZQ, Guo M, Liu L, et al. Cancer statistics: current diagnosis and treatment of pancreatic cancer in Shanghai, China. Cancer Lett. 2014;346:273–7.CrossRef Long J, Luo GP, Xiao ZW, Liu ZQ, Guo M, Liu L, et al. Cancer statistics: current diagnosis and treatment of pancreatic cancer in Shanghai, China. Cancer Lett. 2014;346:273–7.CrossRef
3.
go back to reference Rahib L, Smith BD, Aizenberg R, Rosenzweig AB, Fleshman JM, Matrisian LM. Projecting cancer incidence and deaths to 2030: the unexpected burden of thyroid, liver, and pancreas cancers in the United States. Cancer Res. 2014;74:2913–21.CrossRef Rahib L, Smith BD, Aizenberg R, Rosenzweig AB, Fleshman JM, Matrisian LM. Projecting cancer incidence and deaths to 2030: the unexpected burden of thyroid, liver, and pancreas cancers in the United States. Cancer Res. 2014;74:2913–21.CrossRef
4.
go back to reference Kamisawa T, Wood LD, Itoi T, Takaori K. Pancreatic cancer. Lancet. 2016;388:73–85.CrossRef Kamisawa T, Wood LD, Itoi T, Takaori K. Pancreatic cancer. Lancet. 2016;388:73–85.CrossRef
5.
go back to reference Davì G, Patrono C. Platelet activation and atherothrombosis. N Engl J Med. 2007;357:2482–94.CrossRef Davì G, Patrono C. Platelet activation and atherothrombosis. N Engl J Med. 2007;357:2482–94.CrossRef
6.
go back to reference Li N. Platelets in cancer metastasis: to help the “villain” to do evil. Int J Cancer. 2016;138:2078–87.CrossRef Li N. Platelets in cancer metastasis: to help the “villain” to do evil. Int J Cancer. 2016;138:2078–87.CrossRef
7.
go back to reference Leslie M. Cell biology. Beyond clotting: the powers of platelets. Science. 2010;328:562–4.CrossRef Leslie M. Cell biology. Beyond clotting: the powers of platelets. Science. 2010;328:562–4.CrossRef
8.
go back to reference Nieswandt B, Hafner M, Echtenacher B, Männel DN. Lysis of tumor cells by natural killer cells in mice is impeded by platelets. Cancer Res. 1999;59:1295–300.PubMed Nieswandt B, Hafner M, Echtenacher B, Männel DN. Lysis of tumor cells by natural killer cells in mice is impeded by platelets. Cancer Res. 1999;59:1295–300.PubMed
9.
go back to reference Palumbo JS, Talmage KE, Massari JV, La Jeunesse CM, Flick MJ, Kombrinck KW, et al. Platelets and fibrin(ogen) increase metastatic potential by impeding natural killer cell-mediated elimination of tumor cells. Blood. 2005;105:178–85.CrossRef Palumbo JS, Talmage KE, Massari JV, La Jeunesse CM, Flick MJ, Kombrinck KW, et al. Platelets and fibrin(ogen) increase metastatic potential by impeding natural killer cell-mediated elimination of tumor cells. Blood. 2005;105:178–85.CrossRef
10.
go back to reference Schumacher D, Strilic B, Sivaraj KK, Wettschureck N, Offermanns S. Platelet-derived nucleotides promote tumor-cell transendothelial migration and metastasis via P2Y2 receptor. Cancer Cell. 2013;24:130–7.CrossRef Schumacher D, Strilic B, Sivaraj KK, Wettschureck N, Offermanns S. Platelet-derived nucleotides promote tumor-cell transendothelial migration and metastasis via P2Y2 receptor. Cancer Cell. 2013;24:130–7.CrossRef
11.
go back to reference Wang H, Gao J, Bai M, Liu R, Li H, Deng T, et al. The pretreatment platelet and plasma fibrinogen level correlate with tumor progression and metastasis in patients with pancreatic cancer. Platelets. 2014;25:382–7.CrossRef Wang H, Gao J, Bai M, Liu R, Li H, Deng T, et al. The pretreatment platelet and plasma fibrinogen level correlate with tumor progression and metastasis in patients with pancreatic cancer. Platelets. 2014;25:382–7.CrossRef
12.
go back to reference Shirai Y, Shiba H, Haruki K, Horiuchi T, Saito N, Fujiwara Y, et al. Preoperative platelet-to-albumin ratio predicts prognosis of patients with pancreatic ductal adenocarcinoma after pancreatic resection. Anticancer Res. 2017;37:787–93.CrossRef Shirai Y, Shiba H, Haruki K, Horiuchi T, Saito N, Fujiwara Y, et al. Preoperative platelet-to-albumin ratio predicts prognosis of patients with pancreatic ductal adenocarcinoma after pancreatic resection. Anticancer Res. 2017;37:787–93.CrossRef
13.
go back to reference Miyamoto R, Oda T, Hashimoto S, Kurokawa T, Kohno K, Akashi Y, et al. Platelet × CRP multiplier value as an indicator of poor prognosis in patients with resectable pancreatic cancer. Pancreas. 2017;46:35–41.CrossRef Miyamoto R, Oda T, Hashimoto S, Kurokawa T, Kohno K, Akashi Y, et al. Platelet × CRP multiplier value as an indicator of poor prognosis in patients with resectable pancreatic cancer. Pancreas. 2017;46:35–41.CrossRef
14.
go back to reference Chadha AS, Kocak-Uzel E, Das P, Minsky BD, Delclos ME, Mahmood U, et al. Paraneoplastic thrombocytosis independently predicts poor prognosis in patients with locally advanced pancreatic cancer. Acta Oncol. 2015;54:971–8.CrossRef Chadha AS, Kocak-Uzel E, Das P, Minsky BD, Delclos ME, Mahmood U, et al. Paraneoplastic thrombocytosis independently predicts poor prognosis in patients with locally advanced pancreatic cancer. Acta Oncol. 2015;54:971–8.CrossRef
15.
go back to reference Aliustaoglu M, Bilici A, Seker M, Dane F, Gocun M, Konya V, et al. The association of pre-treatment peripheral blood markers with survival in patients with pancreatic cancer. Hepatogastroenterology. 2010;57:640–5.PubMed Aliustaoglu M, Bilici A, Seker M, Dane F, Gocun M, Konya V, et al. The association of pre-treatment peripheral blood markers with survival in patients with pancreatic cancer. Hepatogastroenterology. 2010;57:640–5.PubMed
16.
go back to reference Xiao Y, Xie H, Xie Z, Shao Z, Chen W, Qin G, et al. Kinetics of postdiagnosis platelet count with overall survival of pancreatic cancer: a counting process approach. Cancer Med. 2016;5:881–7.CrossRef Xiao Y, Xie H, Xie Z, Shao Z, Chen W, Qin G, et al. Kinetics of postdiagnosis platelet count with overall survival of pancreatic cancer: a counting process approach. Cancer Med. 2016;5:881–7.CrossRef
17.
go back to reference Schwarz RE. Platelet counts and prognosis of pancreatic cancer. Lancet. 1999;353:2158–9.CrossRef Schwarz RE. Platelet counts and prognosis of pancreatic cancer. Lancet. 1999;353:2158–9.CrossRef
18.
go back to reference Miyashita T, Tajima H, Makino I, Nakagawara H, Kitagawa H, Fushida S, et al. Metastasis-promoting role of extravasated platelet activation in tumor. J Surg Res. 2015;193:289–94.CrossRef Miyashita T, Tajima H, Makino I, Nakagawara H, Kitagawa H, Fushida S, et al. Metastasis-promoting role of extravasated platelet activation in tumor. J Surg Res. 2015;193:289–94.CrossRef
19.
go back to reference Saito H, Fushida S, Miyashita T, Oyama K, Yamaguchi T, Tsukada T, et al. Potential of extravasated platelet aggregation as a surrogate marker for overall survival in patients with advanced gastric cancer treated with preoperative docetaxel, cisplatin and S-1: a retrospective observational study. BMC Cancer. 2017;17:294.CrossRef Saito H, Fushida S, Miyashita T, Oyama K, Yamaguchi T, Tsukada T, et al. Potential of extravasated platelet aggregation as a surrogate marker for overall survival in patients with advanced gastric cancer treated with preoperative docetaxel, cisplatin and S-1: a retrospective observational study. BMC Cancer. 2017;17:294.CrossRef
20.
go back to reference Ishikawa S, Miyashita T, Inokuchi M, Hayashi H, Oyama K, Tajima H, et al. Platelets surrounding primary tumor cells are related to chemoresistance. Oncol Rep. 2016;36:787–94.CrossRef Ishikawa S, Miyashita T, Inokuchi M, Hayashi H, Oyama K, Tajima H, et al. Platelets surrounding primary tumor cells are related to chemoresistance. Oncol Rep. 2016;36:787–94.CrossRef
21.
go back to reference Haemmerle M, Bottsford-Miller J, Pradeep S, Taylor ML, Choi HJ, Hansen JM, et al. FAK regulates platelet extravasation and tumor growth after antiangiogenic therapy withdrawal. J Clin Invest. 2016;126:1885–96.CrossRef Haemmerle M, Bottsford-Miller J, Pradeep S, Taylor ML, Choi HJ, Hansen JM, et al. FAK regulates platelet extravasation and tumor growth after antiangiogenic therapy withdrawal. J Clin Invest. 2016;126:1885–96.CrossRef
22.
go back to reference Wang WQ, Liu L, Xu HX, Wu CT, Xiang JF, Xu J, et al. Infiltrating immune cells and gene mutations in pancreatic ductal adenocarcinoma. Br J Surg. 2016;103:1189–99.CrossRef Wang WQ, Liu L, Xu HX, Wu CT, Xiang JF, Xu J, et al. Infiltrating immune cells and gene mutations in pancreatic ductal adenocarcinoma. Br J Surg. 2016;103:1189–99.CrossRef
23.
go back to reference Wang WQ, Liu L, Xu HX, Luo GP, Chen T, Wu CT, et al. Intratumoral α-SMA enhances the prognostic potency of CD34 associated with maintenance of microvessel integrity in hepatocellular carcinoma and pancreatic cancer. PLoS One. 2013;8:e71189.CrossRef Wang WQ, Liu L, Xu HX, Luo GP, Chen T, Wu CT, et al. Intratumoral α-SMA enhances the prognostic potency of CD34 associated with maintenance of microvessel integrity in hepatocellular carcinoma and pancreatic cancer. PLoS One. 2013;8:e71189.CrossRef
24.
go back to reference Wang WQ, Liu L, Xu HX, Sun HC, Wu CT, Zhu XD, et al. The combination of HTATIP2 expression and microvessel density predicts converse survival of hepatocellular carcinoma with or without sorafenib. Oncotarget. 2014;5:3895–906.PubMedPubMedCentral Wang WQ, Liu L, Xu HX, Sun HC, Wu CT, Zhu XD, et al. The combination of HTATIP2 expression and microvessel density predicts converse survival of hepatocellular carcinoma with or without sorafenib. Oncotarget. 2014;5:3895–906.PubMedPubMedCentral
25.
go back to reference Yan M, Jurasz P. The role of platelets in the tumor microenvironment: From solid tumors to leukemia. Biochim Biophys Acta. 2016;1863:392–400.CrossRef Yan M, Jurasz P. The role of platelets in the tumor microenvironment: From solid tumors to leukemia. Biochim Biophys Acta. 2016;1863:392–400.CrossRef
26.
go back to reference Stone RL, Nick AM, McNeish IA, Balkwill F, Han HD, Bottsford-Miller J, et al. Paraneoplastic thrombocytosis in ovarian cancer. N Engl J Med. 2012;366:610–8.CrossRef Stone RL, Nick AM, McNeish IA, Balkwill F, Han HD, Bottsford-Miller J, et al. Paraneoplastic thrombocytosis in ovarian cancer. N Engl J Med. 2012;366:610–8.CrossRef
27.
go back to reference Georgiadou D, Sergentanis TN, Sakellariou S, Filippakis GM, Zagouri F, Vlachodimitropoulos D, et al. VEGF and Id-1 in pancreatic adenocarcinoma: prognostic significance and impact on angiogenesis. Eur J Surg Oncol. 2014;40:1331–7.CrossRef Georgiadou D, Sergentanis TN, Sakellariou S, Filippakis GM, Zagouri F, Vlachodimitropoulos D, et al. VEGF and Id-1 in pancreatic adenocarcinoma: prognostic significance and impact on angiogenesis. Eur J Surg Oncol. 2014;40:1331–7.CrossRef
28.
go back to reference Stellos K, Langer H, Daub K, Schoenberger T, Gauss A, Geisler T, et al. Platelet-derived stromal cell-derived factor-1 regulates adhesion and promotes differentiation of human CD34 + cells to endothelial progenitor cells. Circulation. 2008;117:206–15.CrossRef Stellos K, Langer H, Daub K, Schoenberger T, Gauss A, Geisler T, et al. Platelet-derived stromal cell-derived factor-1 regulates adhesion and promotes differentiation of human CD34 + cells to endothelial progenitor cells. Circulation. 2008;117:206–15.CrossRef
29.
go back to reference Li R, Ren M, Chen N, Luo M, Deng X, Xia J, et al. Presence of intratumoral platelets is associated with tumor vessel structure and metastasis. BMC Cancer. 2014;14:167.CrossRef Li R, Ren M, Chen N, Luo M, Deng X, Xia J, et al. Presence of intratumoral platelets is associated with tumor vessel structure and metastasis. BMC Cancer. 2014;14:167.CrossRef
30.
go back to reference Facciabene A, Peng X, Hagemann IS, Balint K, Barchetti A, Wang LP, et al. Tumour hypoxia promotes tolerance and angiogenesis via CCL28 and T(reg) cells. Nature. 2011;475:226–30.CrossRef Facciabene A, Peng X, Hagemann IS, Balint K, Barchetti A, Wang LP, et al. Tumour hypoxia promotes tolerance and angiogenesis via CCL28 and T(reg) cells. Nature. 2011;475:226–30.CrossRef
31.
go back to reference Ye LY, Zhang Q, Bai XL, Pankaj P, Hu QD, Liang TB. Hypoxia-inducible factor 1α expression and its clinical significance in pancreatic cancer: a meta-analysis. Pancreatology. 2014;14:391–7.CrossRef Ye LY, Zhang Q, Bai XL, Pankaj P, Hu QD, Liang TB. Hypoxia-inducible factor 1α expression and its clinical significance in pancreatic cancer: a meta-analysis. Pancreatology. 2014;14:391–7.CrossRef
32.
go back to reference Cai X, Ding H, Liu Y, Pan G, Li Q, Yang Z, et al. Expression of HMGB2 indicates worse survival of patients and is required for the maintenance of Warburg effect in pancreatic cancer. Acta Biochim Biophys Sin (Shanghai). 2017;49:119–27.CrossRef Cai X, Ding H, Liu Y, Pan G, Li Q, Yang Z, et al. Expression of HMGB2 indicates worse survival of patients and is required for the maintenance of Warburg effect in pancreatic cancer. Acta Biochim Biophys Sin (Shanghai). 2017;49:119–27.CrossRef
33.
go back to reference Qi C, Li B, Guo S, Wei B, Shao C, Li J, et al. P-Selectin-Mediated Adhesion between Platelets and Tumor Cells Promotes Intestinal Tumorigenesis in Apc(Min/+) Mice. Int J Biol Sci. 2015;11:679–87.CrossRef Qi C, Li B, Guo S, Wei B, Shao C, Li J, et al. P-Selectin-Mediated Adhesion between Platelets and Tumor Cells Promotes Intestinal Tumorigenesis in Apc(Min/+) Mice. Int J Biol Sci. 2015;11:679–87.CrossRef
34.
go back to reference Yu LX, Yan L, Yang W, Wu FQ, Ling Y, Chen SZ, et al. Platelets promote tumour metastasis via interaction between TLR4 and tumour cell-released high-mobility group box1 protein. Nat Commun. 2014;5:5256.CrossRef Yu LX, Yan L, Yang W, Wu FQ, Ling Y, Chen SZ, et al. Platelets promote tumour metastasis via interaction between TLR4 and tumour cell-released high-mobility group box1 protein. Nat Commun. 2014;5:5256.CrossRef
35.
go back to reference Jurasz P, Alonso-Escolano D, Radomski MW. Platelet–cancer interactions: mechanisms and pharmacology of tumour cell-induced platelet aggregation. Br J Pharmacol. 2004;143:819–26.CrossRef Jurasz P, Alonso-Escolano D, Radomski MW. Platelet–cancer interactions: mechanisms and pharmacology of tumour cell-induced platelet aggregation. Br J Pharmacol. 2004;143:819–26.CrossRef
36.
go back to reference Gay LJ, Felding-Habermann B. Contribution of platelets to tumour metastasis. Nat Rev Cancer. 2011;11:123–34.CrossRef Gay LJ, Felding-Habermann B. Contribution of platelets to tumour metastasis. Nat Rev Cancer. 2011;11:123–34.CrossRef
37.
go back to reference Labelle M, Begum S, Hynes RO. Direct signaling between platelets and cancer cells induces an epithelial-mesenchymal-like transition and promotes metastasis. Cancer Cell. 2011;20:576–90.CrossRef Labelle M, Begum S, Hynes RO. Direct signaling between platelets and cancer cells induces an epithelial-mesenchymal-like transition and promotes metastasis. Cancer Cell. 2011;20:576–90.CrossRef
38.
go back to reference Krebs AM, Mitschke J, Lasierra LM, Schmalhofer O, Boerries M, Busch H, et al. The EMT-activator Zeb1 is a key factor for cell plasticity and promotes metastasis in pancreatic cancer. Nat Cell Biol. 2017;19:518–29.CrossRef Krebs AM, Mitschke J, Lasierra LM, Schmalhofer O, Boerries M, Busch H, et al. The EMT-activator Zeb1 is a key factor for cell plasticity and promotes metastasis in pancreatic cancer. Nat Cell Biol. 2017;19:518–29.CrossRef
39.
go back to reference Bertozzi CC, Hess PR, Kahn ML. Platelets: covert regulators of lymphatic development. Arterioscler Thromb Vasc Biol. 2010;30:2368–71.CrossRef Bertozzi CC, Hess PR, Kahn ML. Platelets: covert regulators of lymphatic development. Arterioscler Thromb Vasc Biol. 2010;30:2368–71.CrossRef
Metadata
Title
Tumor-Infiltrating Platelets Predict Postsurgical Survival in Patients with Pancreatic Ductal Adenocarcinoma
Authors
Shi-Rong Zhang, M.Med
Lie Yao, MD, PhD
Wen-Quan Wang, MD, PhD
Jin-Zhi Xu, M.Med
Hua-Xiang Xu, MD
Wei Jin, PhD
He-Li Gao, MD, PhD
Chun-Tao Wu, MD
Zi-Hao Qi, MD
Hao Li, MD, PhD
Shuo Li, MD
Quan-Xing Ni, MD
Xian-Jun Yu, MD, PhD
De-Liang Fu, MD, PhD
Liang Liu, MD, PhD
Publication date
01-12-2018
Publisher
Springer International Publishing
Published in
Annals of Surgical Oncology / Issue 13/2018
Print ISSN: 1068-9265
Electronic ISSN: 1534-4681
DOI
https://doi.org/10.1245/s10434-018-6727-8

Other articles of this Issue 13/2018

Annals of Surgical Oncology 13/2018 Go to the issue