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Published in: Tumor Biology 4/2016

01-04-2016 | Original Article

Prognostic value of preoperative lymphocyte to monocyte ratio in patients with nonmetastatic clear cell renal cell carcinoma

Authors: Yuan Chang, Qiang Fu, Le Xu, Lin Zhou, Zheng Liu, Yuanfeng Yang, Zongming Lin, Jiejie Xu

Published in: Tumor Biology | Issue 4/2016

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Abstract

Growing evidence indicates that systemic inflammation involves in cancer development and progression. Preoperative lymphocyte to monocyte ratio (LMR) has been estimated as an independent prognostic factor of various cancers. We investigated the prognostic value of LMR in nonmetastatic clear cell renal cell carcinoma (ccRCC) patients after surgery. We retrospectively recruited 430 consecutive patients with nonmetastatic ccRCC (T1-3N0M0) who underwent curative nephrectomy between 2008 and 2009 at a single center in China. Lymphocyte and monocyte counts were obtained at hospitalization before surgery. Preoperative LMR as a continuous variable and as a dichotomized variable at a level of 3.25, which was the 25th percentile value, were analyzed in unvariable and multivariable Cox regression models, respectively. Concordance index (C-index) was calculated to assess predictive accuracy. Kaplan-Meier method was applied to compare survival curves. As both of the continuous and dichotomized variable, decreased preoperative LMR was proven to be independent prognostic factors of recurrence-free survival (P = 0.039 and P = 0.003, respectively) and overall survival (P = 0.002 and P < 0.001, respectively). Further examination revealed that the dichotomized LMR could enhance the predictive accuracy of each of the existing prognostic models among intermediate-risk to high-risk patients. The preoperative LMR is an independent prognostic factor of recurrence-free survival and overall survival for nonmetastatic ccRCC patients after surgery, and it can be used in tandem with established prognostic systems to further enhance outcome prediction in intermediate-risk to high-risk patients.
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Literature
1.
go back to reference Athar U, Gentile TC. Treatment options for metastatic renal cell carcinoma: a review. Can J Urol. 2008;15:3954–66.PubMed Athar U, Gentile TC. Treatment options for metastatic renal cell carcinoma: a review. Can J Urol. 2008;15:3954–66.PubMed
2.
go back to reference Zisman A, Pantuck AJ, Wieder J, Chao DH, Dorey F, Said JW, et al. Risk group assessment and clinical outcome algorithm to predict the natural history of patients with surgically resected renal cell carcinoma. J Clin Oncol. 2002;20:4559–66.CrossRefPubMed Zisman A, Pantuck AJ, Wieder J, Chao DH, Dorey F, Said JW, et al. Risk group assessment and clinical outcome algorithm to predict the natural history of patients with surgically resected renal cell carcinoma. J Clin Oncol. 2002;20:4559–66.CrossRefPubMed
3.
go back to reference Frank I, Blute ML, Cheville JC, Lohse CM, Weaver AL, Zincke H. An outcome prediction model for patients with clear cell renal cell carcinoma treated with radical nephrectomy based on tumor stage, size, grade and necrosis: the SSIGN score. J Urol. 2002;168:2395–400.CrossRefPubMed Frank I, Blute ML, Cheville JC, Lohse CM, Weaver AL, Zincke H. An outcome prediction model for patients with clear cell renal cell carcinoma treated with radical nephrectomy based on tumor stage, size, grade and necrosis: the SSIGN score. J Urol. 2002;168:2395–400.CrossRefPubMed
4.
go back to reference Leibovich BC, Blute ML, Cheville JC, Lohse CM, Frank I, Kwon ED, et al. Prediction of progression after radical nephrectomy for patients with clear cell renal cell carcinoma: a stratification tool for prospective clinical trials. Cancer. 2003;97:1663–71.CrossRefPubMed Leibovich BC, Blute ML, Cheville JC, Lohse CM, Frank I, Kwon ED, et al. Prediction of progression after radical nephrectomy for patients with clear cell renal cell carcinoma: a stratification tool for prospective clinical trials. Cancer. 2003;97:1663–71.CrossRefPubMed
5.
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
6.
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;121:545–55.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;121:545–55.CrossRefPubMed
7.
go back to reference Zhang LN, Xiao W, OuYang PY, You K, Zeng ZF, Ding PR, et al. The prognostic impact of preoperative blood monocyte count in pathological T3N0M0 rectal cancer without neoadjuvant chemoradiotherapy. Tumour Biol. 2015;36(10):8213–9.CrossRefPubMedPubMedCentral Zhang LN, Xiao W, OuYang PY, You K, Zeng ZF, Ding PR, et al. The prognostic impact of preoperative blood monocyte count in pathological T3N0M0 rectal cancer without neoadjuvant chemoradiotherapy. Tumour Biol. 2015;36(10):8213–9.CrossRefPubMedPubMedCentral
8.
go back to reference Kumagai S, Marumo S, Shoji T, Sakuramoto M, Hirai T, Nishimura T, et al. Prognostic impact of preoperative monocyte counts in patients with resected lung adenocarcinoma. Lung Cancer. 2014;85:457–64.CrossRefPubMed Kumagai S, Marumo S, Shoji T, Sakuramoto M, Hirai T, Nishimura T, et al. Prognostic impact of preoperative monocyte counts in patients with resected lung adenocarcinoma. Lung Cancer. 2014;85:457–64.CrossRefPubMed
9.
go back to reference Saroha S, Uzzo RG, Plimack ER, Ruth K, Al-Saleem T. Lymphopenia is an independent predictor of inferior outcome in clear cell renal carcinoma. J Urol. 2013;189:454–61.CrossRefPubMed Saroha S, Uzzo RG, Plimack ER, Ruth K, Al-Saleem T. Lymphopenia is an independent predictor of inferior outcome in clear cell renal carcinoma. J Urol. 2013;189:454–61.CrossRefPubMed
10.
go back to reference Stotz M, Pichler M, Absenger G, Szkandera J, Arminger F, Schaberl-Moser R, et al. The preoperative lymphocyte to monocyte ratio predicts clinical outcome in patients with stage III colon cancer. Br J Cancer. 2014;110:435–40.CrossRefPubMed Stotz M, Pichler M, Absenger G, Szkandera J, Arminger F, Schaberl-Moser R, et al. The preoperative lymphocyte to monocyte ratio predicts clinical outcome in patients with stage III colon cancer. Br J Cancer. 2014;110:435–40.CrossRefPubMed
11.
go back to reference Ni XJ, Zhang XL, Ou-Yang QW, Qian GW, Wang L, Chen S, et al. An elevated peripheral blood lymphocyte-to-monocyte ratio predicts favorable response and prognosis in locally advanced breast cancer following neoadjuvant chemotherapy. PLoS One. 2014;9, e111886.CrossRefPubMedPubMedCentral Ni XJ, Zhang XL, Ou-Yang QW, Qian GW, Wang L, Chen S, et al. An elevated peripheral blood lymphocyte-to-monocyte ratio predicts favorable response and prognosis in locally advanced breast cancer following neoadjuvant chemotherapy. PLoS One. 2014;9, e111886.CrossRefPubMedPubMedCentral
12.
go back to reference Szkandera J, Gerger A, Liegl-Atzwanger B, Absenger G, Stotz M, Friesenbichler J, et al. The lymphocyte/monocyte ratio predicts poor clinical outcome and improves the predictive accuracy in patients with soft tissue sarcomas. Int J Cancer. 2014;135:362–70.CrossRefPubMed Szkandera J, Gerger A, Liegl-Atzwanger B, Absenger G, Stotz M, Friesenbichler J, et al. The lymphocyte/monocyte ratio predicts poor clinical outcome and improves the predictive accuracy in patients with soft tissue sarcomas. Int J Cancer. 2014;135:362–70.CrossRefPubMed
13.
go back to reference Zhou X, Du Y, Xu J, Huang Z, Qiu T, Wang X, et al. The preoperative lymphocyte to monocyte ratio predicts clinical outcomes in patients with stage II/III gastric cancer. Tumour Biol. 2014;35:11659–66.CrossRefPubMed Zhou X, Du Y, Xu J, Huang Z, Qiu T, Wang X, et al. The preoperative lymphocyte to monocyte ratio predicts clinical outcomes in patients with stage II/III gastric cancer. Tumour Biol. 2014;35:11659–66.CrossRefPubMed
14.
go back to reference Zhang GM, Zhu Y, Luo L, Wan FN, Zhu YP, Sun LJ, Ye DW. Preoperative lymphocyte-monocyte and platelet-lymphocyte ratios as predictors of overall survival in patients with bladder cancer undergoing radical cystectomy. Tumour Biol. 2015. Zhang GM, Zhu Y, Luo L, Wan FN, Zhu YP, Sun LJ, Ye DW. Preoperative lymphocyte-monocyte and platelet-lymphocyte ratios as predictors of overall survival in patients with bladder cancer undergoing radical cystectomy. Tumour Biol. 2015.
15.
go back to reference Hutterer GC, Stoeckigt C, Stojakovic T, Jesche J, Eberhard K, Pummer K, et al. Low preoperative lymphocyte-monocyte ratio (LMR) represents a potentially poor prognostic factor in nonmetastatic clear cell renal cell carcinoma. Urol Oncol. 2014;32:1041–8.CrossRefPubMed Hutterer GC, Stoeckigt C, Stojakovic T, Jesche J, Eberhard K, Pummer K, et al. Low preoperative lymphocyte-monocyte ratio (LMR) represents a potentially poor prognostic factor in nonmetastatic clear cell renal cell carcinoma. Urol Oncol. 2014;32:1041–8.CrossRefPubMed
16.
go back to reference Edge SB, Compton CC. The American joint committee on cancer: the 7th edition of the AJCC cancer staging manual and the future of TNM. Ann Surg Oncol. 2010;17:1471–4.CrossRefPubMed Edge SB, Compton CC. The American joint committee on cancer: the 7th edition of the AJCC cancer staging manual and the future of TNM. Ann Surg Oncol. 2010;17:1471–4.CrossRefPubMed
17.
go back to reference Fuhrman SA, Lasky LC, Limas C. Prognostic significance of morphologic parameters in renal cell carcinoma. Am J Surg Pathol. 1982;6:655–63.CrossRefPubMed Fuhrman SA, Lasky LC, Limas C. Prognostic significance of morphologic parameters in renal cell carcinoma. Am J Surg Pathol. 1982;6:655–63.CrossRefPubMed
18.
go back to reference Grambsch PM, Therneau TM. Proportional hazards tests and diagnostics based on weighted residuals. Biometrika. 1994;81:515–26.CrossRef Grambsch PM, Therneau TM. Proportional hazards tests and diagnostics based on weighted residuals. Biometrika. 1994;81:515–26.CrossRef
19.
go back to reference Harrell Jr FE, Lee KL, Mark DB. Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med. 1996;15:361–87.CrossRefPubMed Harrell Jr FE, Lee KL, Mark DB. Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med. 1996;15:361–87.CrossRefPubMed
21.
go back to reference Bingle L, Brown NJ, Lewis CE. The role of tumour-associated macrophages in tumour progression: implications for new anticancer therapies. J Pathol. 2002;196:254–65.CrossRefPubMed Bingle L, Brown NJ, Lewis CE. The role of tumour-associated macrophages in tumour progression: implications for new anticancer therapies. J Pathol. 2002;196:254–65.CrossRefPubMed
23.
go back to reference Xu L, Zhu Y, Chen L, An H, Zhang W, Wang G, et al. Prognostic value of diametrically polarized tumor-associated macrophages in renal cell carcinoma. Ann Surg Oncol. 2014;21:3142–50.CrossRefPubMed Xu L, Zhu Y, Chen L, An H, Zhang W, Wang G, et al. Prognostic value of diametrically polarized tumor-associated macrophages in renal cell carcinoma. Ann Surg Oncol. 2014;21:3142–50.CrossRefPubMed
24.
go back to reference Feng JF, Liu JS, Huang Y. Lymphopenia predicts poor prognosis in patients with esophageal squamous cell carcinoma. Medicine (Baltimore). 2014;93, e257.CrossRef Feng JF, Liu JS, Huang Y. Lymphopenia predicts poor prognosis in patients with esophageal squamous cell carcinoma. Medicine (Baltimore). 2014;93, e257.CrossRef
25.
go back to reference Hoffmann TK, Dworacki G, Tsukihiro T, Meidenbauer N, Gooding W, Johnson JT, et al. Spontaneous apoptosis of circulating T lymphocytes in patients with head and neck cancer and its clinical importance. Clin Cancer Res. 2002;8:2553–62.PubMed Hoffmann TK, Dworacki G, Tsukihiro T, Meidenbauer N, Gooding W, Johnson JT, et al. Spontaneous apoptosis of circulating T lymphocytes in patients with head and neck cancer and its clinical importance. Clin Cancer Res. 2002;8:2553–62.PubMed
26.
go back to reference Altman DG, McShane LM, Sauerbrei W, Taube SE. Reporting recommendations for tumor marker prognostic studies (remark): explanation and elaboration. PLoS Med. 2012;9, e1001216.CrossRefPubMedPubMedCentral Altman DG, McShane LM, Sauerbrei W, Taube SE. Reporting recommendations for tumor marker prognostic studies (remark): explanation and elaboration. PLoS Med. 2012;9, e1001216.CrossRefPubMedPubMedCentral
Metadata
Title
Prognostic value of preoperative lymphocyte to monocyte ratio in patients with nonmetastatic clear cell renal cell carcinoma
Authors
Yuan Chang
Qiang Fu
Le Xu
Lin Zhou
Zheng Liu
Yuanfeng Yang
Zongming Lin
Jiejie Xu
Publication date
01-04-2016
Publisher
Springer Netherlands
Published in
Tumor Biology / Issue 4/2016
Print ISSN: 1010-4283
Electronic ISSN: 1423-0380
DOI
https://doi.org/10.1007/s13277-015-4300-7

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