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Published in: BMC Cancer 1/2016

Open Access 01-12-2016 | Research article

Platelet to lymphocyte ratio as an independent prognostic indicator for prostate cancer patients receiving androgen deprivation therapy

Authors: Yanqing Wang, Fan Xu, Jiahua Pan, Yinjie Zhu, Xiaoguang Shao, Jianjun Sha, Zezhou Wang, Yong Cai, Qiang Liu, Baijun Dong, Wei Xue, Yiran Huang

Published in: BMC Cancer | Issue 1/2016

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Abstract

Background

Platelet to Lymphocyte ratio (PLR) is thought to be associated with a worse outcome in multiple types of cancer. However, the prognostic significance of PLR has not been investigated in the prostate cancer (PCa) patients receiving hormonal therapy. The objective of this study was to determine the prognostic value of PLR in PCa patients treated with androgen deprivation therapy (ADT).

Methods

Two-hundred-ninety prostate cancer patients who had undergone ADT as first-line therapy were retrospectively analyzed. The blood cell counts were performed at the time of diagnosis. PLR was calculated as the ratio of platelet count to lymphocyte count. Patients were categorized in two groups using a cut-off point of 117.58 as calculated by the receiver-operating curve analysis. Correlations between PLR and clinical characteristics were analyzed. Meanwhile, univariate and multivariate cox regression analyses were performed to determine the associations of PLR with progression-free survival (PFS), cancer-specific survival (CSS) and overall survival (OS). Prognostic accuracy was evaluated with the Harrell concordance index.

Results

The differences of age, serum prostate-specific antigen (PSA) level, Gleason score, risk stratification and incidence of metastasis between low PLR group (<117.58) and high PLR group (≥117.58) were not statistically significant (p > 0.05). Multivariate analyses identified PLR as an independent prognostic factor for PFS (hazard ratio (HR) = 1.581, p = 0.013), CSS (HR = 1.768, p = 0.037) and OS (HR = 1.650, p = 0.044). The addition of PLR to the final model improved predictive accuracy (c-index: 0.747, 0.801 and 0.768) for PFS, CSS and OS compared with the clinicopathological base model (c-index: 0.730, 0.778 and 0.746), which included Gleason score and incidence of metastasis.

Conclusions

PLR might play a significant role in the prognosis of PCa patients treated with ADT. Thus, we recommend adding PLR to traditional prognostic model to improve the predictive accuracy.
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Literature
1.
2.
go back to reference Wein AJ, Kavaussi LR, Novick AC, Partin AW, Peters CA, Nelson JB, et al. Campbell-Wash urology. 10th ed. Philadelphia: Elsevier; 2012. p. 2934–53. Wein AJ, Kavaussi LR, Novick AC, Partin AW, Peters CA, Nelson JB, et al. Campbell-Wash urology. 10th ed. Philadelphia: Elsevier; 2012. p. 2934–53.
3.
go back to reference De Nunzio C, Kramer G, Marberger M, Montironi R, Nelson W, Schröder F, et al. The controversial relationship between benign prostatic hyperplasia and prostate cancer: the role of inflammation. Eur Urol. 2011;60(1):106–17.CrossRefPubMed De Nunzio C, Kramer G, Marberger M, Montironi R, Nelson W, Schröder F, et al. The controversial relationship between benign prostatic hyperplasia and prostate cancer: the role of inflammation. Eur Urol. 2011;60(1):106–17.CrossRefPubMed
5.
go back to reference Taverna G, Pedretti E, Di Caro G, Borroni EM, Marchesi F, Grizzi F. Inflammation and prostate cancer: friends or foe? Inflamm Res. 2015;64(5):275–86.CrossRefPubMed Taverna G, Pedretti E, Di Caro G, Borroni EM, Marchesi F, Grizzi F. Inflammation and prostate cancer: friends or foe? Inflamm Res. 2015;64(5):275–86.CrossRefPubMed
6.
go back to reference Fujita K, Imamura R, Tanigawa G, Nakagawa M, Hayashi T, Kishimoto N, et al. Low serum neutrophil count predicts a positive prostate biopsy. Prostate Cancer Prostatic Dis. 2012;15(4):386–90.CrossRefPubMed Fujita K, Imamura R, Tanigawa G, Nakagawa M, Hayashi T, Kishimoto N, et al. Low serum neutrophil count predicts a positive prostate biopsy. Prostate Cancer Prostatic Dis. 2012;15(4):386–90.CrossRefPubMed
7.
go back to reference Langsenlehner T, Thurner EM, Krenn-Pilko S, Langsenlehner U, Stojakovic T, Gerger A, et al. Validation of the neutrophil‑to lymphocyte ratio as a prognostic factor in a cohort of European prostate cancer patients. World J Urol. 2015 Jan 24. [Epub ahead of print] Langsenlehner T, Thurner EM, Krenn-Pilko S, Langsenlehner U, Stojakovic T, Gerger A, et al. Validation of the neutrophil‑to lymphocyte ratio as a prognostic factor in a cohort of European prostate cancer patients. World J Urol. 2015 Jan 24. [Epub ahead of print]
8.
go back to reference Wang DS, Ren C, Qiu MZ, Luo HY, Wang ZQ, Zhang DS, et al. Comparison of the prognostic value of various preoperative inflammation-based factors in patients with stage III gastric cancer. Tumour Biol. 2012;33(3):749–56.CrossRefPubMed Wang DS, Ren C, Qiu MZ, Luo HY, Wang ZQ, Zhang DS, et al. Comparison of the prognostic value of various preoperative inflammation-based factors in patients with stage III gastric cancer. Tumour Biol. 2012;33(3):749–56.CrossRefPubMed
9.
go back to reference Stotz M, Gerger A, Eisner F, Szkandera J, Loibner H, Ress AL, et al. Increased neutrophil-lymphocyte ratio is a poor prognostic factor in patients with primary operable and inoperable pancreatic cancer. Br J Cancer. 2013;109(2):416–21.CrossRefPubMedPubMedCentral Stotz M, Gerger A, Eisner F, Szkandera J, Loibner H, Ress AL, et al. Increased neutrophil-lymphocyte ratio is a poor prognostic factor in patients with primary operable and inoperable pancreatic cancer. Br J Cancer. 2013;109(2):416–21.CrossRefPubMedPubMedCentral
10.
go back to reference Asher V, Lee J, Innamaa A, Bali A. Preoperative platelet lymphocyte ratio as an independent prognostic marker in ovarian cancer. Clin Transl Oncol. 2011;13(7):499–503.CrossRefPubMed Asher V, Lee J, Innamaa A, Bali A. Preoperative platelet lymphocyte ratio as an independent prognostic marker in ovarian cancer. Clin Transl Oncol. 2011;13(7):499–503.CrossRefPubMed
11.
go back to reference Kwon HC, Kim SH, Oh SY, Lee S, Lee JH, Choi HJ, et al. Clinical significance of preoperative neutrophil-lymphocyte versus platelet-lymphocyte ratio in patients with operable colorectal cancer. Biomarkers. 2012;17(3):216–22.CrossRefPubMed Kwon HC, Kim SH, Oh SY, Lee S, Lee JH, Choi HJ, et al. Clinical significance of preoperative neutrophil-lymphocyte versus platelet-lymphocyte ratio in patients with operable colorectal cancer. Biomarkers. 2012;17(3):216–22.CrossRefPubMed
12.
go back to reference Liu H, Wu Y, Wang Z, Yao Y, Chen F, Zhang H, et al. Pretreatment platelet-to-lymphocyte ratio (PLR) as a predictor of response to first-line platinum-based chemotherapy and prognosis for patients with non-small cell lung cancer. J Thorac Dis. 2013;5(6):783–9.PubMedPubMedCentral Liu H, Wu Y, Wang Z, Yao Y, Chen F, Zhang H, et al. Pretreatment platelet-to-lymphocyte ratio (PLR) as a predictor of response to first-line platinum-based chemotherapy and prognosis for patients with non-small cell lung cancer. J Thorac Dis. 2013;5(6):783–9.PubMedPubMedCentral
13.
go back to reference Pinato DJ, Stebbing J, Ishizuka M, Khan SA, Wasan HS, North BV, et al. A novel and validated prognostic index in hepatocellular carcinoma: the inflammation based index (IBI). J Hepatol. 2012;57(5):1013–20.CrossRefPubMed Pinato DJ, Stebbing J, Ishizuka M, Khan SA, Wasan HS, North BV, et al. A novel and validated prognostic index in hepatocellular carcinoma: the inflammation based index (IBI). J Hepatol. 2012;57(5):1013–20.CrossRefPubMed
14.
go back to reference Fox P, Hudson M, Brown C, Lord S, Gebski V, De Souza P, et al. Markers of systemic inflammation predict survival in patients with advanced renal cell cancer. Br J Cancer. 2013;109(1):147–53.CrossRefPubMedPubMedCentral Fox P, Hudson M, Brown C, Lord S, Gebski V, De Souza P, et al. Markers of systemic inflammation predict survival in patients with advanced renal cell cancer. Br J Cancer. 2013;109(1):147–53.CrossRefPubMedPubMedCentral
15.
go back to reference Dutta S, Crumley AB, Fullarton GM, Horgan PG, McMillan DC. Comparison of the prognostic value of tumour- and patient-related factors in patients undergoing potentially curative resection of esophageal cancer. World J Surg. 2011;35(8):1861–6.CrossRefPubMed Dutta S, Crumley AB, Fullarton GM, Horgan PG, McMillan DC. Comparison of the prognostic value of tumour- and patient-related factors in patients undergoing potentially curative resection of esophageal cancer. World J Surg. 2011;35(8):1861–6.CrossRefPubMed
16.
go back to reference Kaynar M, Yildirim ME, Gul M, Kilic O, Ceylan K, Goktas S. Benign prostatic hyperplasia and prostate cancer differentiation via platelet to lymphocyte ratio. Cancer Biomark. 2015;15(3):317–23.CrossRefPubMed Kaynar M, Yildirim ME, Gul M, Kilic O, Ceylan K, Goktas S. Benign prostatic hyperplasia and prostate cancer differentiation via platelet to lymphocyte ratio. Cancer Biomark. 2015;15(3):317–23.CrossRefPubMed
17.
go back to reference Yuksel OH, Urkmez A, Akan S, Yldirim C, Verit A. Predictive value of the platelet-to-lymphocyte ratio in diagnosis of prostate cancer. Asian Pac J Cancer Prev. 2015;16(15):6407–12.CrossRefPubMed Yuksel OH, Urkmez A, Akan S, Yldirim C, Verit A. Predictive value of the platelet-to-lymphocyte ratio in diagnosis of prostate cancer. Asian Pac J Cancer Prev. 2015;16(15):6407–12.CrossRefPubMed
18.
go back to reference Langsenlehner T, Pichler M, Thurner EM, Krenn-Pilko S, Stojakovic T, Gerger A, et al. Evaluation of the platelet-to-lymphocyte ratio as a prognostic indicator in a European cohort of patients with prostate cancer treated with radiotherapy. Urol Oncol. 2015;33(5):201.e9-16.CrossRefPubMed Langsenlehner T, Pichler M, Thurner EM, Krenn-Pilko S, Stojakovic T, Gerger A, et al. Evaluation of the platelet-to-lymphocyte ratio as a prognostic indicator in a European cohort of patients with prostate cancer treated with radiotherapy. Urol Oncol. 2015;33(5):201.e9-16.CrossRefPubMed
19.
go back to reference Heidenreich A, Bastian PJ, Bellmunt J, Bolla M, Joniau S, van der Kwast T, et al. EAU guidelines on prostate cancer. part 1: screening, diagnosis, and local treatment with curative intent-update 2013. Eur Urol. 2014;65(1):124–37.CrossRefPubMed Heidenreich A, Bastian PJ, Bellmunt J, Bolla M, Joniau S, van der Kwast T, et al. EAU guidelines on prostate cancer. part 1: screening, diagnosis, and local treatment with curative intent-update 2013. Eur Urol. 2014;65(1):124–37.CrossRefPubMed
20.
go back to reference Heidenreich A, Bastian PJ, Bellmunt J, Bolla M, Joniau S, van der Kwast T, et al. EAU guidelines on prostate cancer. part II: Treatment of advanced, relapsing, and castration-resistant prostatecancer. Eur Urol. 2014;65(2):467–79.CrossRefPubMed Heidenreich A, Bastian PJ, Bellmunt J, Bolla M, Joniau S, van der Kwast T, et al. EAU guidelines on prostate cancer. part II: Treatment of advanced, relapsing, and castration-resistant prostatecancer. Eur Urol. 2014;65(2):467–79.CrossRefPubMed
21.
go back to reference Boucharaba A, Serre CM, Gres S, Saulnier-Blache JS, Bordet JC, Guglielmi J, et al. Platelet-derived lysophosphatidic acid supports the progression of osteolytic bone metastases in breast cancer. J Clin Invest. 2004;114(12):1714–25.CrossRefPubMedPubMedCentral Boucharaba A, Serre CM, Gres S, Saulnier-Blache JS, Bordet JC, Guglielmi J, et al. Platelet-derived lysophosphatidic acid supports the progression of osteolytic bone metastases in breast cancer. J Clin Invest. 2004;114(12):1714–25.CrossRefPubMedPubMedCentral
22.
go back to reference Dashevsky O, Varon D, Brill A. Platelet-derived microparticles promote invasiveness of prostate cancer cells via upregulation of MMP-2 production. Int J Cancer. 2009;124(8):1773–7.CrossRefPubMed Dashevsky O, Varon D, Brill A. Platelet-derived microparticles promote invasiveness of prostate cancer cells via upregulation of MMP-2 production. Int J Cancer. 2009;124(8):1773–7.CrossRefPubMed
23.
go back to reference Zheng S, Shen J, Jiao Y, Liu Y, Zhang C, Wei M, et al. Platelets and fibeinogen facilitate each other in protecting tumor cells from natural killer cytotoxicity. Cancer Sci. 2009;100(5):859–65.CrossRefPubMed Zheng S, Shen J, Jiao Y, Liu Y, Zhang C, Wei M, et al. Platelets and fibeinogen facilitate each other in protecting tumor cells from natural killer cytotoxicity. Cancer Sci. 2009;100(5):859–65.CrossRefPubMed
24.
go back to reference Dunn GP, Old LJ, Schreiber RD. The immunobiology of cancer immunosurveillance and immunoediting. Immunity. 2004;21(2):137–48.CrossRefPubMed Dunn GP, Old LJ, Schreiber RD. The immunobiology of cancer immunosurveillance and immunoediting. Immunity. 2004;21(2):137–48.CrossRefPubMed
25.
go back to reference Huang SH, Waldron JN, Milosevic M, Shen X, Ringash J, Su J, et al. Prognostic value of pretreatment circulating neutrophils, monocytes, and lymphocytes in oropharyngeal cancer stratified by human papillomavirus status. Cancer. 2015;121(4):545–55.CrossRefPubMed Huang SH, Waldron JN, Milosevic M, Shen X, Ringash J, Su J, et al. Prognostic value of pretreatment circulating neutrophils, monocytes, and lymphocytes in oropharyngeal cancer stratified by human papillomavirus status. Cancer. 2015;121(4):545–55.CrossRefPubMed
26.
go back to reference Adams S, Gray RJ, Demaria S, Goldstein L, Perez EA, Shulman LN, et al. Prognostic value of tumor-infiltrating lymphocytes in triple-negative breast cancers from two phase III randomized adjuvant breast cancer trials: ECOG 2197 and ECOG 1199. J Clin Oncol. 2014;32(27):2959–66.CrossRefPubMedPubMedCentral Adams S, Gray RJ, Demaria S, Goldstein L, Perez EA, Shulman LN, et al. Prognostic value of tumor-infiltrating lymphocytes in triple-negative breast cancers from two phase III randomized adjuvant breast cancer trials: ECOG 2197 and ECOG 1199. J Clin Oncol. 2014;32(27):2959–66.CrossRefPubMedPubMedCentral
27.
28.
go back to reference Templeton AJ, Ace O, McNamara MG, Al-Mubarak M, Vera-Badillo FE, Hermanns T, et al. Prognostic role of platelet to lymphocyte ratio in solid tumors: a systematic review and meta-analysis. Cancer Epidemiol Biomarkers Prev. 2014;23(7):1204–12.CrossRefPubMed Templeton AJ, Ace O, McNamara MG, Al-Mubarak M, Vera-Badillo FE, Hermanns T, et al. Prognostic role of platelet to lymphocyte ratio in solid tumors: a systematic review and meta-analysis. Cancer Epidemiol Biomarkers Prev. 2014;23(7):1204–12.CrossRefPubMed
29.
go back to reference Li F, Hu HB, Gu S, Chen X, Sun Q. Platelet to lymphocyte ratio plays an important role in prostate cancer’s diagnosis and prognosis. Int J Clin Exp Med. 2015;8(7):11746–51.PubMedPubMedCentral Li F, Hu HB, Gu S, Chen X, Sun Q. Platelet to lymphocyte ratio plays an important role in prostate cancer’s diagnosis and prognosis. Int J Clin Exp Med. 2015;8(7):11746–51.PubMedPubMedCentral
Metadata
Title
Platelet to lymphocyte ratio as an independent prognostic indicator for prostate cancer patients receiving androgen deprivation therapy
Authors
Yanqing Wang
Fan Xu
Jiahua Pan
Yinjie Zhu
Xiaoguang Shao
Jianjun Sha
Zezhou Wang
Yong Cai
Qiang Liu
Baijun Dong
Wei Xue
Yiran Huang
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2016
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-016-2363-5

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