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Erschienen in: Medical Oncology 12/2014

01.12.2014 | Original Paper

Prognostic significance of the lymphocyte-to-monocyte ratio in patients with small cell lung cancer

verfasst von: Se-Il Go, Rock Bum Kim, Haa-Na Song, Myoung Hee Kang, Un Seok Lee, Hye Jung Choi, Seung Jun Lee, Yu Ji Cho, Yi Yeong Jeong, Ho Cheol Kim, Jong Deog Lee, Seok-Hyun Kim, Jung-Hun Kang, Hui Ling, Gyeong-Won Lee

Erschienen in: Medical Oncology | Ausgabe 12/2014

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Abstract

We investigated the role of the lymphocyte-to-monocyte ratio (LMR) at diagnosis in patients with small cell lung cancer (SCLC) treated with standard chemotherapy. We retrospectively reviewed all SCLC patients who received frontline platinum-based chemotherapy or chemoradiotherapy. The cut-off LMR value at diagnosis was 4.19 according to time-dependent receiver-operating characteristic analysis. A total of 188 patients were divided into two groups according to the LMR at diagnosis (low vs. high LMR). Of the 171 patients evaluated for treatment response, 14 (12.4 %) in the low LMR group and 1 (1.7 %) in the high LMR group were non-responders (p = 0.025). In the whole patient cohort, progression-free survival and overall survival were significantly shorter in the low LMR group (low vs. high: median 6.4 vs. 7.1 months, p = 0.001; median 10.6 vs. 13.1 months, p = 0.003, respectively). On multivariate analysis, a low LMR at diagnosis was an independent unfavourable prognostic factor for predicting survival. The LMR at diagnosis could be helpful for predicting prognosis in SCLC.
Literatur
1.
Zurück zum Zitat Govindan R, Page N, Morgensztern D, Read W, Tierney R, Vlahiotis A, Spitznagel EL, Piccirillo J. Changing epidemiology of small-cell lung cancer in the United States over the last 30 years: analysis of the surveillance, epidemiologic, and end results database. J Clin Oncol. 2006;24:4539–44.PubMedCrossRef Govindan R, Page N, Morgensztern D, Read W, Tierney R, Vlahiotis A, Spitznagel EL, Piccirillo J. Changing epidemiology of small-cell lung cancer in the United States over the last 30 years: analysis of the surveillance, epidemiologic, and end results database. J Clin Oncol. 2006;24:4539–44.PubMedCrossRef
3.
Zurück zum Zitat Lally BE, Urbanic JJ, Blackstock AW, Miller AA, Perry MC. Small cell lung cancer: have we made any progress over the last 25 years? Oncologist. 2007;12:1096–104.PubMedCrossRef Lally BE, Urbanic JJ, Blackstock AW, Miller AA, Perry MC. Small cell lung cancer: have we made any progress over the last 25 years? Oncologist. 2007;12:1096–104.PubMedCrossRef
4.
Zurück zum Zitat Buccheri G, Ferrigno D. Prognostic factors of small cell lung cancer. Hematol Oncol Clin N Am. 2004;18:445–60.CrossRef Buccheri G, Ferrigno D. Prognostic factors of small cell lung cancer. Hematol Oncol Clin N Am. 2004;18:445–60.CrossRef
5.
Zurück zum Zitat Foster NR, Mandrekar SJ, Schild SE, Nelson GD, Rowland KM Jr, Deming RL, Kozelsky TF, Marks RS, Jett JR, Adjei AA. Prognostic factors differ by tumor stage for small cell lung cancer: a pooled analysis of North Central Cancer Treatment Group trials. Cancer. 2009;115:2721–31.PubMedCentralPubMedCrossRef Foster NR, Mandrekar SJ, Schild SE, Nelson GD, Rowland KM Jr, Deming RL, Kozelsky TF, Marks RS, Jett JR, Adjei AA. Prognostic factors differ by tumor stage for small cell lung cancer: a pooled analysis of North Central Cancer Treatment Group trials. Cancer. 2009;115:2721–31.PubMedCentralPubMedCrossRef
6.
Zurück zum Zitat Gronowitz JS, Bergstrom R, Nou E, Pahlman S, Brodin O, Nilsson S, Kallander CF. Clinical and serologic markers of stage and prognosis in small cell lung cancer. A multivariate analysis. Cancer. 1990;66:722–32.PubMedCrossRef Gronowitz JS, Bergstrom R, Nou E, Pahlman S, Brodin O, Nilsson S, Kallander CF. Clinical and serologic markers of stage and prognosis in small cell lung cancer. A multivariate analysis. Cancer. 1990;66:722–32.PubMedCrossRef
7.
Zurück zum Zitat Bremnes RM, Sundstrom S, Aasebo U, Kaasa S, Hatlevoll R, Aamdal S. Norweigian Lung Cancer Study G. The value of prognostic factors in small cell lung cancer: results from a randomised multicenter study with minimum 5 year follow-up. Lung Cancer. 2003;39:303–13.PubMedCrossRef Bremnes RM, Sundstrom S, Aasebo U, Kaasa S, Hatlevoll R, Aamdal S. Norweigian Lung Cancer Study G. The value of prognostic factors in small cell lung cancer: results from a randomised multicenter study with minimum 5 year follow-up. Lung Cancer. 2003;39:303–13.PubMedCrossRef
8.
Zurück zum Zitat Sagman U, Feld R, Evans WK, Warr D, Shepherd FA, Payne D, Pringle J, Yeoh J, DeBoer G, Malkin A, et al. The prognostic significance of pretreatment serum lactate dehydrogenase in patients with small-cell lung cancer. J Clin Oncol. 1991;9:954–61.PubMed Sagman U, Feld R, Evans WK, Warr D, Shepherd FA, Payne D, Pringle J, Yeoh J, DeBoer G, Malkin A, et al. The prognostic significance of pretreatment serum lactate dehydrogenase in patients with small-cell lung cancer. J Clin Oncol. 1991;9:954–61.PubMed
9.
Zurück zum Zitat Holdenrieder S, von Pawel J, Dankelmann E, Duell T, Faderl B, Markus A, Siakavara M, Wagner H, Feldmann K, Hoffmann H, Raith H, Nagel D, Stieber P. Nucleosomes, ProGRP, NSE, CYFRA 21-1, and CEA in monitoring first-line chemotherapy of small cell lung cancer. Clin Cancer Res. 2008;14:7813–21.PubMedCrossRef Holdenrieder S, von Pawel J, Dankelmann E, Duell T, Faderl B, Markus A, Siakavara M, Wagner H, Feldmann K, Hoffmann H, Raith H, Nagel D, Stieber P. Nucleosomes, ProGRP, NSE, CYFRA 21-1, and CEA in monitoring first-line chemotherapy of small cell lung cancer. Clin Cancer Res. 2008;14:7813–21.PubMedCrossRef
11.
Zurück zum Zitat Mantovani A, Allavena P, Sica A, Balkwill F. Cancer-related inflammation. Nature. 2008;454:436–44.PubMedCrossRef Mantovani A, Allavena P, Sica A, Balkwill F. Cancer-related inflammation. Nature. 2008;454:436–44.PubMedCrossRef
12.
Zurück zum Zitat Studnicka M, Wirnsberger R, Neumann M, Pokieser L, Angerler J. Peripheral blood lymphocyte subsets and survival in small-cell lung cancer. Chest. 1994;105:1673–8.PubMedCrossRef Studnicka M, Wirnsberger R, Neumann M, Pokieser L, Angerler J. Peripheral blood lymphocyte subsets and survival in small-cell lung cancer. Chest. 1994;105:1673–8.PubMedCrossRef
13.
Zurück zum Zitat Wilcox RA, Feldman AL, Wada DA, Yang ZZ, Comfere NI, Dong H, Kwon ED, Novak AJ, Markovic SN, Pittelkow MR, Witzig TE, Ansell SM. B7-H1 (PD-L1, CD274) suppresses host immunity in T-cell lymphoproliferative disorders. Blood. 2009;114:2149–58.PubMedCentralPubMedCrossRef Wilcox RA, Feldman AL, Wada DA, Yang ZZ, Comfere NI, Dong H, Kwon ED, Novak AJ, Markovic SN, Pittelkow MR, Witzig TE, Ansell SM. B7-H1 (PD-L1, CD274) suppresses host immunity in T-cell lymphoproliferative disorders. Blood. 2009;114:2149–58.PubMedCentralPubMedCrossRef
14.
Zurück zum Zitat Ishii H, Takahara M, Nagato T, Kis LL, Nagy N, Kishibe K, Harabuchi Y, Klein E. Monocytes enhance cell proliferation and LMP1 expression of nasal natural killer/T-cell lymphoma cells by cell contact-dependent interaction through membrane-bound IL-15. Int J Cancer. 2012;130:48–58.PubMedCrossRef Ishii H, Takahara M, Nagato T, Kis LL, Nagy N, Kishibe K, Harabuchi Y, Klein E. Monocytes enhance cell proliferation and LMP1 expression of nasal natural killer/T-cell lymphoma cells by cell contact-dependent interaction through membrane-bound IL-15. Int J Cancer. 2012;130:48–58.PubMedCrossRef
15.
Zurück zum Zitat Porrata LF, Ristow KM, Habermann TM, Witzig TE, Colgan JP, Inwards DJ, Ansell SM, Micallef IN, Johnston PB, Nowakowski G, Thompson CA, Markovic SN. Peripheral blood absolute lymphocyte/monocyte ratio during rituximab, cyclophosphamide, doxorubicin, vincristine and prednisone treatment cycles predicts clinical outcomes in diffuse large B-cell lymphoma. Leuk Lymphoma. 2014;. doi:10.3109/10428194.2014.893313.PubMed Porrata LF, Ristow KM, Habermann TM, Witzig TE, Colgan JP, Inwards DJ, Ansell SM, Micallef IN, Johnston PB, Nowakowski G, Thompson CA, Markovic SN. Peripheral blood absolute lymphocyte/monocyte ratio during rituximab, cyclophosphamide, doxorubicin, vincristine and prednisone treatment cycles predicts clinical outcomes in diffuse large B-cell lymphoma. Leuk Lymphoma. 2014;. doi:10.​3109/​10428194.​2014.​893313.PubMed
16.
Zurück zum Zitat Yan-Li L, Kang-Sheng G, Yue-Yin P, Yang J, Zhi-Min Z. The lower peripheral blood lymphocyte/monocyte ratio assessed during routine follow-up after standard first-line chemotherapy is a risk factor for predicting relapse in patients with diffuse large B-cell lymphoma. Leuk Res. 2014;38:323–8.PubMedCrossRef Yan-Li L, Kang-Sheng G, Yue-Yin P, Yang J, Zhi-Min Z. The lower peripheral blood lymphocyte/monocyte ratio assessed during routine follow-up after standard first-line chemotherapy is a risk factor for predicting relapse in patients with diffuse large B-cell lymphoma. Leuk Res. 2014;38:323–8.PubMedCrossRef
17.
Zurück zum Zitat Watanabe R, Tomita N, Itabashi M, Ishibashi D, Yamamoto E, Koyama S, Miyashita K, Takahashi H, Nakajima Y, Hattori Y, Motohashi K, Takasaki H, Ohshima R, Hashimoto C, Yamazaki E, Fujimaki K, Sakai R, Fujisawa S, Motomura S, Ishigatsubo Y. Peripheral blood absolute lymphocyte/monocyte ratio as a useful prognostic factor in diffuse large B-cell lymphoma in the rituximab era. Eur J Haematol. 2014;92:204–10.PubMedCrossRef Watanabe R, Tomita N, Itabashi M, Ishibashi D, Yamamoto E, Koyama S, Miyashita K, Takahashi H, Nakajima Y, Hattori Y, Motohashi K, Takasaki H, Ohshima R, Hashimoto C, Yamazaki E, Fujimaki K, Sakai R, Fujisawa S, Motomura S, Ishigatsubo Y. Peripheral blood absolute lymphocyte/monocyte ratio as a useful prognostic factor in diffuse large B-cell lymphoma in the rituximab era. Eur J Haematol. 2014;92:204–10.PubMedCrossRef
18.
Zurück zum Zitat Porrata LF, Ristow K, Colgan JP, Habermann TM, Witzig TE, Inwards DJ, Ansell SM, Micallef IN, Johnston PB, Nowakowski GS, Thompson C, Markovic SN. Peripheral blood lymphocyte/monocyte ratio at diagnosis and survival in classical Hodgkin’s lymphoma. Haematologica. 2012;97:262–9.PubMedCentralPubMedCrossRef Porrata LF, Ristow K, Colgan JP, Habermann TM, Witzig TE, Inwards DJ, Ansell SM, Micallef IN, Johnston PB, Nowakowski GS, Thompson C, Markovic SN. Peripheral blood lymphocyte/monocyte ratio at diagnosis and survival in classical Hodgkin’s lymphoma. Haematologica. 2012;97:262–9.PubMedCentralPubMedCrossRef
19.
Zurück zum Zitat Koh YW, Kang HJ, Park C, Yoon DH, Kim S, Suh C, Go H, Kim JE, Kim CW, Huh J. The ratio of the absolute lymphocyte count to the absolute monocyte count is associated with prognosis in Hodgkin’s lymphoma: correlation with tumor-associated macrophages. Oncologist. 2012;17:871–80.PubMedCentralPubMedCrossRef Koh YW, Kang HJ, Park C, Yoon DH, Kim S, Suh C, Go H, Kim JE, Kim CW, Huh J. The ratio of the absolute lymphocyte count to the absolute monocyte count is associated with prognosis in Hodgkin’s lymphoma: correlation with tumor-associated macrophages. Oncologist. 2012;17:871–80.PubMedCentralPubMedCrossRef
20.
Zurück zum Zitat Stotz M, Pichler M, Absenger G, Szkandera J, Arminger F, Schaberl-Moser R, Samonigg H, Stojakovic T, Gerger A. The preoperative lymphocyte to monocyte ratio predicts clinical outcome in patients with stage III colon cancer. Br J Cancer. 2014;110:435–40.PubMedCentralPubMedCrossRef Stotz M, Pichler M, Absenger G, Szkandera J, Arminger F, Schaberl-Moser R, Samonigg H, Stojakovic T, Gerger A. The preoperative lymphocyte to monocyte ratio predicts clinical outcome in patients with stage III colon cancer. Br J Cancer. 2014;110:435–40.PubMedCentralPubMedCrossRef
21.
Zurück zum Zitat Szkandera J, Gerger A, Liegl-Atzwanger B, Absenger G, Stotz M, Friesenbichler J, Trajanoski S, Stojakovic T, Eberhard K, Leithner A, Pichler M. 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.PubMedCrossRef Szkandera J, Gerger A, Liegl-Atzwanger B, Absenger G, Stotz M, Friesenbichler J, Trajanoski S, Stojakovic T, Eberhard K, Leithner A, Pichler M. 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.PubMedCrossRef
22.
Zurück zum Zitat Li J, Jiang R, Liu WS, Liu Q, Xu M, Feng QS, Chen LZ, Bei JX, Chen MY, Zeng YX. A large cohort study reveals the association of elevated peripheral blood lymphocyte-to-monocyte ratio with favorable prognosis in nasopharyngeal carcinoma. PLoS ONE. 2013;8:e83069.PubMedCentralPubMedCrossRef Li J, Jiang R, Liu WS, Liu Q, Xu M, Feng QS, Chen LZ, Bei JX, Chen MY, Zeng YX. A large cohort study reveals the association of elevated peripheral blood lymphocyte-to-monocyte ratio with favorable prognosis in nasopharyngeal carcinoma. PLoS ONE. 2013;8:e83069.PubMedCentralPubMedCrossRef
23.
Zurück zum Zitat Eisenhauer EA, Therasse P, Bogaerts J, Schwartz LH, Sargent D, Ford R, Dancey J, Arbuck S, Gwyther S, Mooney M, Rubinstein L, Shankar L, Dodd L, Kaplan R, Lacombe D, Verweij J. New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer. 2009;45:228–47.PubMedCrossRef Eisenhauer EA, Therasse P, Bogaerts J, Schwartz LH, Sargent D, Ford R, Dancey J, Arbuck S, Gwyther S, Mooney M, Rubinstein L, Shankar L, Dodd L, Kaplan R, Lacombe D, Verweij J. New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer. 2009;45:228–47.PubMedCrossRef
24.
Zurück zum Zitat Fridman WH, Pages F, Sautes-Fridman C, Galon J. The immune contexture in human tumours: impact on clinical outcome. Nat Rev Cancer. 2012;12:298–306.PubMedCrossRef Fridman WH, Pages F, Sautes-Fridman C, Galon J. The immune contexture in human tumours: impact on clinical outcome. Nat Rev Cancer. 2012;12:298–306.PubMedCrossRef
25.
Zurück zum Zitat Restifo NP, Dudley ME, Rosenberg SA. Adoptive immunotherapy for cancer: harnessing the T cell response. Nat Rev Immunol. 2012;12:269–81.PubMedCrossRef Restifo NP, Dudley ME, Rosenberg SA. Adoptive immunotherapy for cancer: harnessing the T cell response. Nat Rev Immunol. 2012;12:269–81.PubMedCrossRef
26.
Zurück zum Zitat Dunn GP, Bruce AT, Ikeda H, Old LJ, Schreiber RD. Cancer immunoediting: from immunosurveillance to tumor escape. Nat Immunol. 2002;3:991–8.PubMedCrossRef Dunn GP, Bruce AT, Ikeda H, Old LJ, Schreiber RD. Cancer immunoediting: from immunosurveillance to tumor escape. Nat Immunol. 2002;3:991–8.PubMedCrossRef
27.
Zurück zum Zitat Vivier E, Ugolini S, Blaise D, Chabannon C, Brossay L. Targeting natural killer cells and natural killer T cells in cancer. Nat Rev Immunol. 2012;12:239–52.PubMedCrossRef Vivier E, Ugolini S, Blaise D, Chabannon C, Brossay L. Targeting natural killer cells and natural killer T cells in cancer. Nat Rev Immunol. 2012;12:239–52.PubMedCrossRef
28.
Zurück zum Zitat Menard C, Blay JY, Borg C, Michiels S, Ghiringhelli F, Robert C, Nonn C, Chaput N, Taieb J, Delahaye NF, Flament C, Emile JF, Le Cesne A, Zitvogel L. Natural killer cell IFN-gamma levels predict long-term survival with imatinib mesylate therapy in gastrointestinal stromal tumor-bearing patients. Cancer Res. 2009;69:3563–9.PubMedCrossRef Menard C, Blay JY, Borg C, Michiels S, Ghiringhelli F, Robert C, Nonn C, Chaput N, Taieb J, Delahaye NF, Flament C, Emile JF, Le Cesne A, Zitvogel L. Natural killer cell IFN-gamma levels predict long-term survival with imatinib mesylate therapy in gastrointestinal stromal tumor-bearing patients. Cancer Res. 2009;69:3563–9.PubMedCrossRef
29.
Zurück zum Zitat Smyth MJ, Hayakawa Y, Takeda K, Yagita H. New aspects of natural-killer-cell surveillance and therapy of cancer. Nat Rev Cancer. 2002;2:850–61.PubMedCrossRef Smyth MJ, Hayakawa Y, Takeda K, Yagita H. New aspects of natural-killer-cell surveillance and therapy of cancer. Nat Rev Cancer. 2002;2:850–61.PubMedCrossRef
30.
Zurück zum Zitat Swann JB, Uldrich AP, van Dommelen S, Sharkey J, Murray WK, Godfrey DI, Smyth MJ. Type I natural killer T cells suppress tumors caused by p53 loss in mice. Blood. 2009;113:6382–5.PubMedCentralPubMedCrossRef Swann JB, Uldrich AP, van Dommelen S, Sharkey J, Murray WK, Godfrey DI, Smyth MJ. Type I natural killer T cells suppress tumors caused by p53 loss in mice. Blood. 2009;113:6382–5.PubMedCentralPubMedCrossRef
31.
Zurück zum Zitat Loi S, Sirtaine N, Piette F, Salgado R, Viale G, Van Eenoo F, Rouas G, Francis P, Crown JP, Hitre E, de Azambuja E, Quinaux E, Di Leo A, Michiels S, Piccart MJ, Sotiriou C. Prognostic and predictive value of tumor-infiltrating lymphocytes in a phase III randomized adjuvant breast cancer trial in node-positive breast cancer comparing the addition of docetaxel to doxorubicin with doxorubicin-based chemotherapy: BIG 02-98. J Clin Oncol. 2013;31:860–7.PubMedCrossRef Loi S, Sirtaine N, Piette F, Salgado R, Viale G, Van Eenoo F, Rouas G, Francis P, Crown JP, Hitre E, de Azambuja E, Quinaux E, Di Leo A, Michiels S, Piccart MJ, Sotiriou C. Prognostic and predictive value of tumor-infiltrating lymphocytes in a phase III randomized adjuvant breast cancer trial in node-positive breast cancer comparing the addition of docetaxel to doxorubicin with doxorubicin-based chemotherapy: BIG 02-98. J Clin Oncol. 2013;31:860–7.PubMedCrossRef
32.
Zurück zum Zitat Horne ZD, Jack R, Gray ZT, Siegfried JM, Wilson DO, Yousem SA, Nason KS, Landreneau RJ, Luketich JD, Schuchert MJ. Increased levels of tumor-infiltrating lymphocytes are associated with improved recurrence-free survival in stage 1A non-small-cell lung cancer. J Surg Res. 2011;171:1–5.PubMedCrossRef Horne ZD, Jack R, Gray ZT, Siegfried JM, Wilson DO, Yousem SA, Nason KS, Landreneau RJ, Luketich JD, Schuchert MJ. Increased levels of tumor-infiltrating lymphocytes are associated with improved recurrence-free survival in stage 1A non-small-cell lung cancer. J Surg Res. 2011;171:1–5.PubMedCrossRef
33.
Zurück zum Zitat Balermpas P, Rodel F, Weiss C, Rodel C, Fokas E. Tumor-infiltrating lymphocytes favor the response to chemoradiotherapy of head and neck cancer. Oncoimmunology. 2014;3:e27403.PubMedCentralPubMedCrossRef Balermpas P, Rodel F, Weiss C, Rodel C, Fokas E. Tumor-infiltrating lymphocytes favor the response to chemoradiotherapy of head and neck cancer. Oncoimmunology. 2014;3:e27403.PubMedCentralPubMedCrossRef
34.
Zurück zum Zitat Cooper ZA, Frederick DT, Juneja VR, Sullivan RJ, Lawrence DP, Piris A, Sharpe AH, Fisher DE, Flaherty KT, Wargo JA. BRAF inhibition is associated with increased clonality in tumor-infiltrating lymphocytes. Oncoimmunology. 2013;2:e26615.PubMedCentralPubMedCrossRef Cooper ZA, Frederick DT, Juneja VR, Sullivan RJ, Lawrence DP, Piris A, Sharpe AH, Fisher DE, Flaherty KT, Wargo JA. BRAF inhibition is associated with increased clonality in tumor-infiltrating lymphocytes. Oncoimmunology. 2013;2:e26615.PubMedCentralPubMedCrossRef
35.
Zurück zum Zitat Halama N, Michel S, Kloor M, Zoernig I, Benner A, Spille A, Pommerencke T, von Knebel DM, Folprecht G, Luber B, Feyen N, Martens UM, Beckhove P, Gnjatic S, Schirmacher P, Herpel E, Weitz J, Grabe N, Jaeger D. Localization and density of immune cells in the invasive margin of human colorectal cancer liver metastases are prognostic for response to chemotherapy. Cancer Res. 2011;71:5670–7.PubMedCrossRef Halama N, Michel S, Kloor M, Zoernig I, Benner A, Spille A, Pommerencke T, von Knebel DM, Folprecht G, Luber B, Feyen N, Martens UM, Beckhove P, Gnjatic S, Schirmacher P, Herpel E, Weitz J, Grabe N, Jaeger D. Localization and density of immune cells in the invasive margin of human colorectal cancer liver metastases are prognostic for response to chemotherapy. Cancer Res. 2011;71:5670–7.PubMedCrossRef
36.
Zurück zum Zitat Lievense LA, Bezemer K, Aerts JG, Hegmans JP. Tumor-associated macrophages in thoracic malignancies. Lung Cancer. 2013;80:256–62.PubMedCrossRef Lievense LA, Bezemer K, Aerts JG, Hegmans JP. Tumor-associated macrophages in thoracic malignancies. Lung Cancer. 2013;80:256–62.PubMedCrossRef
37.
38.
Zurück zum Zitat Pages F, Kirilovsky A, Mlecnik B, Asslaber M, Tosolini M, Bindea G, Lagorce C, Wind P, Marliot F, Bruneval P, Zatloukal K, Trajanoski Z, Berger A, Fridman WH, Galon J. In situ cytotoxic and memory T cells predict outcome in patients with early-stage colorectal cancer. J Clin Oncol. 2009;27:5944–51.PubMedCrossRef Pages F, Kirilovsky A, Mlecnik B, Asslaber M, Tosolini M, Bindea G, Lagorce C, Wind P, Marliot F, Bruneval P, Zatloukal K, Trajanoski Z, Berger A, Fridman WH, Galon J. In situ cytotoxic and memory T cells predict outcome in patients with early-stage colorectal cancer. J Clin Oncol. 2009;27:5944–51.PubMedCrossRef
Metadaten
Titel
Prognostic significance of the lymphocyte-to-monocyte ratio in patients with small cell lung cancer
verfasst von
Se-Il Go
Rock Bum Kim
Haa-Na Song
Myoung Hee Kang
Un Seok Lee
Hye Jung Choi
Seung Jun Lee
Yu Ji Cho
Yi Yeong Jeong
Ho Cheol Kim
Jong Deog Lee
Seok-Hyun Kim
Jung-Hun Kang
Hui Ling
Gyeong-Won Lee
Publikationsdatum
01.12.2014
Verlag
Springer US
Erschienen in
Medical Oncology / Ausgabe 12/2014
Print ISSN: 1357-0560
Elektronische ISSN: 1559-131X
DOI
https://doi.org/10.1007/s12032-014-0323-y

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