Neutrophil-lymphocyte ratio complements volumetric staging as prognostic factor in patients treated with definitive radiotherapy for oropharyngeal cancer
BMC Cancer volume 17, Article number: 643 (2017)
Volumetric tumor staging has been shown as superior prognostic tool compared to the conventional TNM system in patients undergoing definitive intensity-modulated radiotherapy (IMRT) for head and neck cancer. Recently, clinical immunoscores such as the neutrophil-lymphocyte ratio (NLR) have been investigated as prognostic markers in several tumor entities. The aim of this study was to assess the combined prognostic value of NLR and tumor volume in patients treated with IMRT for oropharyngeal cancer (OC).
Data on all consecutive patients treated for locally advanced or inoperable OC with IMRT from 2002–2011 was prospectively collected. Tumor volume was assessed based on the total gross tumor volume (tGTV) calculated by the treatment planning system volume algorithm. The NLR was collected by a retrospective analysis of differential blood count before initiation of therapy.
Overall, 187 eligible patients were treated with a median IMRT dose of 69.6 Gy. Three-year recurrence-free survival (RFS) for low, intermediate, high and very high tumor volume groups was 88%, 74%, 62% and 25%, respectively (p = 0.007). Patients with elevated NLR (>4.68) showed a significantly decreased 3-year RFS of 44% vs. 81% (p < 0.001) and 3-year OS of 56% vs. 84% (p < 0.001). The NLR remained a significant prognostic factor for RFS and OS when tested among tumor volume groups. Univariate and multivariate regression analysis confirmed both tumor volume and NLR as independent prognostic factors. The NLR offered further statistically significant prognostic differentiation of the small/intermediate/large tumor volume groups.
The NLR remains an independent prognostic factor for patients with OC undergoing radiotherapy independent of the tumor volume.
Definitive intensity-modulated radiotherapy (IMRT) with or without concomitant chemotherapy has been established as standard treatment for locally advanced and inoperable oropharyngeal cancer . Several investigators have previously shown that for non-surgical definitive IMRT collectives of head neck cancer patients volumetric staging may provide a prognostic benefit over the conventional Union for International Cancer Control (UICC) staging system (7th edition) and its T and N categories with regard to all disease control outcome parameters [2,3,4,5,6]. It is known for decades that tumor volume and, in consequence, the number of clonogenic cells is one of the most important predictors for tumor control in radiotherapy [7, 8]. As anatomically (i.e. surgically) defined system, the T and N categories of the standard TNM system are predominantly based on the extent of invasion into adjacent structures, number and site of involved nodes. Included size parameters are one-dimensional diameter measurement, which may not correlate well with tumor volume . Consequently, it has been shown that there is a significant variability in tumor volume and, in consequence, in outcome within a single T category in head and neck cancer [10, 11].
More recently, immunological scores such as the neutrophil-lymphocyte ratio (NLR) have been introduced as prognostic markers for several tumor entities including various sites of head neck cancer [12,13,14,15,16,17].
Increased blood neutrophils and tumor associated neutrophils have been linked to inferior outcome in cancer , particularly the immunosuppressive subset of myeloid-derived suppressor cells [19, 20]. In contrary, several studies have shown that tumor-infiltrating lymphocytes may represent increased anti-tumor immunity with improved local control and long-term prognosis [21,22,23]. Blood lymphocytes have consequently been identified as significant prognostic marker in head and neck cancer alone as well as part of clinical immunoscores such as the neutrophil-lymphocyte ratio .
However, it is not clear yet whether an elevated NLR represents a surrogate parameter for increased tumor burden in advanced disease  or rather tumor-associated immunological processes which are mainly volume-independent.
The aim of our study was therefore to explore the correlation between the NLR and the tumor volume in patients with oropharyngeal cancer undergoing definitive IMRT. The hypothesis was that the NLR may offer additional prognostic information to the previously tested volumetric staging system.
Data on all consecutive patients with locally advanced or inoperable oropharyngeal cancer (OC) treated with IMRT at our institution from 2002 to 2011 was prospectively collected. Approval of the Local Ethics Committee (Cantonal Ethics Committee Zurich, Nr. 709) is available.
Patients were treated with normofractionated or slightly hypofractionated (2.11 Gy per fraction) definitive IMRT over 6–7 weeks and, if there was no medical contraindication, with weekly cycles of concomitant cisplatin chemotherapy (40 mg/m2/week) or immunotherapy with cetuximab as previously prescribed [3, 25]. Recurrence-free survival and overall survival rates were evaluated. The following clinical parameters were assessed: age at diagnosis, gender, performance status (Eastern Cooperative Oncology Group, ECOG), histology, TN tumor and nodal stage, UICC stage, smoking history, and total tumor volume. Tumor volume was based on the total (nodal and primary) gross tumor volume (tGTV) using information from clinical examination, endoscopy, planning CT as well as magnetic resonance imaging (MRI) and, if available, positron emission tomography (PET) . Tumor volume definition was reviewed by two board-certified authors (GS and CG). Volumetric three-dimensional tGTV measurements in cubic centimeters (cm3) were automatically calculated by the treatment planning system volume algorithm (Eclipse® V8.5, Varian Medical Systems, Palo Alto, CA).
Retrospectively collected NLR was obtained from the most recent available differential blood count after diagnosis and before initiation of radiochemotherapy, or, if applicable, before induction chemotherapy by dividing the number of neutrophils by the number of lymphocytes. Neutrophils and lymphocytes were counted in 109/ml. Patients with acute infections, traumatic injuries, or invasive biopsies within two weeks before the blood count were excluded from further analysis.
Statistical analysis was performed using R software (version 3.2)  and the packages “survival” and “prodlim”. For comparisons between different groups, the Chi-square and Mann Whitney U test were used. Spearman correlation test was used to analyze correlation between individual factors. Survival analysis was performed using the Kaplan-Meier method and the log-rank test to assess statistical significance. Univariate and multivariate analysis for prognostic factors were investigated using the Cox proportional hazard regression model and the significance level was set to 0.05.
Patient and treatment characteristics
Overall, 194 patients treated with IMRT for oropharyngeal cancer at our institution between 2002 and 2011 were identified. Seven patients were excluded due to primary metastatic disease, missing pretreatment differential blood count or inflammatory or traumatic disease within 2 weeks before the pre-IMRT blood count in order to avoid interference with the NLR. Table 1 shows demographic and tumor related characteristics for the remaining 187 eligible patients.
Median IMRT prescription dose to macroscopic tumor was 69.6 Gy (range 66–72 Gy in 30–35 fractions).
Tumor volume and NLR
Median tGTV was 40 cm3 (range 3–216 cm3). Based on a previously reported prognostic tumor volumetric staging , 14% of the patients (n = 26) belong to the low-volume group (<15 cm3), 60% (n = 112) to the intermediate-volume group (15–70 cm3) and 26% (n = 49) to the high-volume group (>70 cm3). A previously reported forth prognostic subgroup of tumors >130 cm3 volume  was not separately analyzed due to limited sample size (n = 6).
Median NLR was 3.33 (range 0.91–33.71, lower and upper quartile 2.34 and 4.68, respectively). In the high-tumor volume group (> 70 cm3), median NLR was significantly higher than in the low-volume groups with 3.7 versus 3.12 (p = 0.035) and NRL correlated significantly with the tumor volume in the whole study population (p = 0.006, rho = 0.2, Fig. 1).
Outcome related to tumor volume and NLR: Recurrence-free survival and overall survival
Recurrence-free survival (RFS) for the entire cohort was 72% at three years and remained unchained at five years. Overall survival (OS) was 77% at three years and 70% at five years, respectively.
Three-year RFS rates were 88%, 74%, 62% and 25% for the low-volume (<15 cm3), intermediate-volume (15–70 cm3), high-volume (>70–130 cm3) and very high-volume group (>130 cm3), respectively (p = 0.007, see Fig. 2a-b). Corresponding 5-year RFS rates for the prognostic volume groups were 88%, 74%, 62%, and 25%, respectively.
There was also a significant correlation of tumor volume with OS(p < 0.001), with 3-year OS rates for the prognostic volume groups of 87%, 79%, 74% and 17%, respectively, and 5-year OS of 87%, 71%, 69% and 17%, respectively.
Using the upper quartile of 4.68 as cut-off value for further analysis, the subgroup with elevated NLR showed a significantly reduced RFS and OS with a difference for RFS at 3-years of 44% vs. 81% (p < 0.001) and at 3-years for OS of 56% vs. 84% (p < 0.001), respectively (Fig. 2c-d).
The NLR remained a significant prognostic factor when used for each volume group separately: Patients with elevated NLR (> = 4.68) showed a significantly reduced recurrence-free survival in all tumor volume groups (15 cm3, 15-70 cm3, >70 cm3) as well as a significantly inferior overall survival in the high-tumor volume group and a trend towards significance for the intermediate volume group (Fig. 3). Three-year OS and RFS for all tumor volume groups with and without elevated NLR is summarized in Table 2.
Univariate and multivariate regression analysis
Univariate analysis showed significantly increased hazard ratios for OS and RFS for elevated NLR and tumor volume, and a significantly reduced hazard ratio for normal ECOG, and the absence of smoking history. The application of full-dose cisplatin chemotherapy (≥ 200 mg per square meter body surface total dose) was significantly associated only with OS, and showed a trend towards significance for RFS (p = 0.052, Table 3).
For multivariate Cox regression analysis, all significant factors from univariate analysis were included. Tumor volume, elevated NLR and ECOG status remained significant on multivariate testing, whereas chemotherapy and smoking status did not (Table 4).
Volumetric tumor staging has been previously established by our group and others as superior prognostic factor compared to the TNM and UICC staging systems for patients with locally advanced head and neck cancer undergoing IMRT [3,4,5]. As previously reported, we have identified distinct cut-off values for volumetric staging in a prospective patient cohort which correlate well with recurrence-free survival and overall survival . However, there is still a considerable difference in oncological outcome within the pre-defined volume groups, which supports the use of additional prognostic factors such as HPV status , advanced imaging  or clinical immunoscores [15, 29] to determine the individual risk group of a patient.
Our aim was to analyze the prognostic impact of the NLR in addition to the previously established volumetric risk groups in a cohort of patients undergoing definitive radio(chemo)therapy for oropharyngeal cancer. Our hypothesis was that the use of the NLR may further refine the prognostic volumetric groups which could be confirmed based on a significant association with RFS in all volume groups and with OS in the high tumor volume group. While several authors have investigated the role of the NLR alone in head neck cancer [12, 13, 15], this study is, to our knowledge, the first analysis which combines the prognostic factors of tumor volume and the NLR.
Our data of a large non-surgical cohort of OC treated with IMRT confirms the findings of other groups [12, 13, 15] that one of the most commonly investigated immunoscores, the NLR, was significantly associated with recurrence-free survival and overall survival (see Table 5). Although the NLR showed a weak, but statistically significant correlation with tumor volume, the NLR remained a significant independent prognostic marker in all tumor volume subgroups.
Sun et al.  previously demonstrated the prognostic significance of NLR in different UICC-stage-based subgroups in nasopharyngeal cancer with no significant impact in stage I and II disease. Similarly, our data for OC shows a significant correlation with RFS, but not with OS in small tumor volumes (<15 cm3), which, however, may also be due to the small sample size (n = 26) and the limited number of events (n = 4).
Our study was limited by the following facts:
While the tumor volume was assessed prospectively since 2004, the NLR was collected retrospectively from electronic patient records and blood samples were not taken systematically for this purpose at a specific time point.
A general limitation of the NLR is that is affected by any inflammatory condition such as infections or invasive procedures as well as by myelosuppressive conditions such as (induction) chemotherapy which led to the exclusion of several patients in our analysis. Future clinical immunoscores may therefore include more cancer-specific hematological markers and identify specific leucocyte subgroups. For instance, it was found that head and neck cancer patients showed an increased number of immature granulocytes in the peripheral blood  as well as unique immunophenotypes of immunosuppressive neutrophils (CD11c bright/CD62L dim/CD11b bright/CD16 bright), which were found in cancer patients but not in healthy donors .
The major limitation of our study is the fact that included patients were not systematically screened for HPV infection, which has been recently established as strong prognostic factor in OC [27, 32, 33], but which had not yet been established as standard at our institution in the investigated period (2002–2011). A subset analysis of OC patients with available p16 status has recently shown that p16-positive patients presented with significantly lower NLR, but the NLR remained a significant prognostic factor both in the p16-positive and p16-negative group . Additionally, other studies confirmed blood neutrophils and lymphocytes as strong prognostic factors in p16-positive OC with significantly lowered blood neutrophils compared to the p16-negative group [34, 35]. These findings are complemented by current immunological research in head and neck cancer which suggests an increased anti-tumor immunity, particularly increased numbers of tumor-infiltrating lymphocytes in p16 positive tumors . Future studies on larger OC cohorts including p16 status will have to clarify the role and correlation of p16 status and NLR as prognostic factors.
Recent advances in cancer research have identified inflammatory response as crucial factor for tumor development and progression, and, on the other hand, the presence of tumor-infiltrating lymphocytes as positive prognostic markers in several tumor entities . The NLR is a clinical immunoscore which can be easily deducted from a differential blood count, which is frequently available in patients receiving chemoradiotherapy. It has been established as prognostic marker in several tumor entities  including several cohorts of different head and neck cancer subgroups treated with surgery or radiotherapy [12, 15, 17, 38].
We decided to use a single, representative cut-off value for the NLR instead of a subdivision into several prognostic groups, as our major aim was to demonstrate in principle the prognostic impact of the NLR in each prognostic tumor volume group. The cut-off value for the NLR in this study of 4.68 is in the same range as in previous publications on NLR in OC (see Table 5). Additionally, a further subdivision with several NLR cut-offs would have resulted in too small subgroups in our single institution cohort which may not allow to draw a significant conclusion.
In summary, our results demonstrate that the NLR is an independent prognostic factor for patients with OC undergoing radio(chemo)therapy regarding RFS in all tumor volume subgroups and regarding OS in high-volume groups. The NLR and tumor volume represent two easily available clinical parameters that impose no additional diagnostic burden to the patients. Future prospective studies are needed to validate our findings. In addition, blood assays are needed that identify more specific subtypes of circulating leukocytes in order to improve the accuracy of oncological immunoscores.
Eastern Cooperative Oncology Group
Squamous cell carcinoma of the head and neck
Human papilloma virus
Positron emission tomography
Receiver operating characteristic
Total gross tumor volume
Union for International Cancer Control
Marur S, Forastiere AA. Head and neck squamous cell carcinoma: update on epidemiology, diagnosis, and treatment. Mayo Clin Proc. 2016;91(3):386–96.
Studer G, Lutolf UM, El-Bassiouni M, Rousson V, Glanzmann C. Volumetric staging (VS) is superior to TNM and AJCC staging in predicting outcome of head and neck cancer treated with IMRT. Acta Oncol. 2007;46(3):386–94.
Studer G, Glanzmann C. Volumetric staging in oropharyngeal cancer patients treated with definitive IMRT. Oral Oncol. 2013;49(3):269–76.
Strongin A, Yovino S, Taylor R, Wolf J, Cullen K, Zimrin A, Strome S, Regine W, Suntharalingam M. Primary tumor volume is an important predictor of clinical outcomes among patients with locally advanced squamous cell cancer of the head and neck treated with definitive chemoradiotherapy. Int J Radiat Oncol Biol Phys. 2012;82(5):1823–30.
Knegjens JL, Hauptmann M, Pameijer FA, Balm AJ, Hoebers FJ, de Bois JA, Kaanders JH, van Herpen CM, Verhoef CG, Wijers OB, et al. Tumor volume as prognostic factor in chemoradiation for advanced head and neck cancer. Head Neck. 2011;33(3):375–82.
Studer G, Seifert B, Glanzmann C. Prediction of distant metastasis in head neck cancer patients: implications for induction chemotherapy and pre-treatment staging? Strahlenther Onkol. 2008;184(11):580–5.
Johnson CR, Thames HD, Huang DT, Schmidt-Ullrich RK. The tumor volume and clonogen number relationship: tumor control predictions based upon tumor volume estimates derived from computed tomography. Int J Radiat Oncol Biol Phys. 1995;33(2):281–7.
Brenner DJ. Dose, volume, and tumor-control predictions in radiotherapy. Int J Radiat Oncol Biol Phys. 1993;26(1):171–9.
Sorensen AG, Patel S, Harmath C, Bridges S, Synnott J, Sievers A, Yoon YH, Lee EJ, Yang MC, Lewis RF, et al. Comparison of diameter and perimeter methods for tumor volume calculation. J Clin Oncol. 2001;19(2):551–7.
Studer G, Glanzmann C. Volumetric stratification of cT4 stage head and neck cancer. Strahlenther Onkol. 2013;189(10):867–73.
Pameijer FA, Balm AJ, Hilgers FJ, Muller SH. Variability of tumor volumes in T3-staged head and neck tumors. Head Neck. 1997;19(1):6–13.
Haddad CR, Guo L, Clarke S, Guminski A, Back M, Eade T. Neutrophil-to-lymphocyte ratio in head and neck cancer. J Med Imaging Radiat Oncol. 2015;59(4):514–9.
Rachidi S, Wallace K, Wrangle JM, Day TA, Alberg AJ, Li Z. Neutrophil-to-lymphocyte ratio and overall survival in all sites of head and neck squamous cell carcinoma. Head Neck. 2016;38(Suppl 1):E1068–74.
Selzer E, Grah A, Heiduschka G, Kornek G, Thurnher D. Primary radiotherapy or postoperative radiotherapy in patients with head and neck cancer: comparative analysis of inflammation-based prognostic scoring systems. Strahlenther Onkol. 2015;191(6):486–94.
Sun W, Zhang L, Luo M, Hu G, Mei Q, Liu D, Long G, Hu G. Pretreatment hematologic markers as prognostic factors in patients with nasopharyngeal carcinoma: neutrophil-lymphocyte ratio and platelet-lymphocyte ratio. Head Neck. 2016;38(Suppl 1):E1332–40.
Tu XP, Qiu QH, Chen LS, Luo XN, Lu ZM, Zhang SY, Chen SH. Preoperative neutrophil-to-lymphocyte ratio is an independent prognostic marker in patients with laryngeal squamous cell carcinoma. BMC Cancer. 2015;15:743.
Wong BY, Stafford ND, Green VL, Greenman J. Prognostic value of the neutrophil-to-lymphocyte ratio in patients with laryngeal squamous cell carcinoma. Head Neck. 2016;38(Suppl 1):E1903–8.
Moses K, Brandau S. Human neutrophils: their role in cancer and relation to myeloid-derived suppressor cells. Semin Immunol. 2016;28(2):187–96.
Montero AJ, Diaz-Montero CM, Kyriakopoulos CE, Bronte V, Mandruzzato S. Myeloid-derived suppressor cells in cancer patients: a clinical perspective. J Immunother. 2012;35(2):107–15.
Freiser ME, Serafini P, Weed DT. The immune system and head and neck squamous cell carcinoma: from carcinogenesis to new therapeutic opportunities. Immunol Res. 2013;57(1–3):52–69.
Uppaluri R, Dunn GP, Lewis JS Jr. Focus on TILs: prognostic significance of tumor infiltrating lymphocytes in head and neck cancers. Cancer Immun. 2008;8:16.
Ward MJ, Thirdborough SM, Mellows T, Riley C, Harris S, Suchak K, Webb A, Hampton C, Patel NN, Randall CJ, et al. Tumour-infiltrating lymphocytes predict for outcome in HPV-positive oropharyngeal cancer. Br J Cancer. 2014;110(2):489–500.
Balermpas P, Michel Y, Wagenblast J, Seitz O, Weiss C, Rodel F, Rodel C, Fokas E. Tumour-infiltrating lymphocytes predict response to definitive chemoradiotherapy in head and neck cancer. Br J Cancer. 2014;110(2):501–9.
Templeton AJ, McNamara MG, Seruga B, Vera-Badillo FE, Aneja P, Ocana A, Leibowitz-Amit R, Sonpavde G, Knox JJ, Tran B, et al. Prognostic role of neutrophil-to-lymphocyte ratio in solid tumors: a systematic review and meta-analysis. J Natl Cancer Inst. 2014;106(6):dju124.
Studer G, Rordorf T, Glanzmann C. Impact of tumor volume and systemic therapy on outcome in patients undergoing IMRT for large volume head neck cancer. Radiat Oncol. 2011;6:120.
R: A Language and Environment for Statistical Computing [http://www.R-project.org]. Accessed 28 Nov 2016.
Ang KK, Harris J, Wheeler R, Weber R, Rosenthal DI, Nguyen-Tan PF, Westra WH, Chung CH, Jordan RC, Lu C, et al. Human papillomavirus and survival of patients with oropharyngeal cancer. N Engl J Med. 2010;363(1):24–35.
Nesteruk M, Lang S, Veit-Haibach P, Studer G, Stieb S, Glatz S, Hemmatazad H, Ikenberg K, Huber G, Pruschy M, et al. Tumor stage, tumor site and HPV dependent correlation of perfusion CT parameters and [18F]-FDG uptake in head and neck squamous cell carcinoma. Radiother Oncol. 2015;117(1):125–31.
Charles KA, Harris BD, Haddad CR, Clarke SJ, Guminski A, Stevens M, Dodds T, Gill AJ, Back M, Veivers D, et al. Systemic inflammation is an independent predictive marker of clinical outcomes in mucosal squamous cell carcinoma of the head and neck in oropharyngeal and non-oropharyngeal patients. BMC Cancer. 2016;16(1):124.
Trellakis S, Farjah H, Bruderek K, Dumitru CA, Hoffmann TK, Lang S, Brandau S. Peripheral blood neutrophil granulocytes from patients with head and neck squamous cell carcinoma functionally differ from their counterparts in healthy donors. Int J Immunopathol Pharmacol. 2011;24(3):683–93.
Hao S, Andersen M, Yu H. Detection of immune suppressive neutrophils in peripheral blood samples of cancer patients. Am J Blood Res. 2013;3(3):239–45.
Ragin CC, Taioli E. Survival of squamous cell carcinoma of the head and neck in relation to human papillomavirus infection: review and meta-analysis. Int J Cancer. 2007;121(8):1813–20.
Rosenthal DI, Harari PM, Giralt J, Bell D, Raben D, Liu J, Schulten J, Ang KK, Bonner JA. Association of Human Papillomavirus and p16 status with outcomes in the IMCL-9815 phase III registration trial for patients with Locoregionally advanced oropharyngeal squamous cell carcinoma of the head and neck treated with radiotherapy with or without Cetuximab. J Clin Oncol. 2016;34(12):1300–8.
Huang SH, Waldron JN, Milosevic M, Shen X, Ringash J, Su J, Tong L, Perez-Ordonez B, Weinreb I, Bayley AJ, 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.
Valero C, Pardo L, Lopez M, Garcia J, Camacho M, Quer M, Leon X. Pretreatment count of peripheral neutrophils, monocytes, and lymphocytes as independent prognostic factor in patients with head and neck cancer. Head Neck. 2016;39(2):219–26.
Saber CN, Gronhoj Larsen C, Dalianis T, von Buchwald C. Immune cells and prognosis in HPV-associated oropharyngeal squamous cell carcinomas: review of the literature. Oral Oncol. 2016;58:8–13.
Grivennikov SI, Greten FR, Karin M. Immunity, inflammation, and cancer. Cell. 2010;140(6):883–99.
Salim DK, Mutlu H, Eryilmaz MK, Salim O, Musri FY, Tural D, Gunduz S, Coskun HS. Neutrophil to lymphocyte ratio is an independent prognostic factor in patients with recurrent or metastatic head and neck squamous cell cancer. Mol Clin Oncol. 2015;3(4):839–42.
Guthrie GJ, Charles KA, Roxburgh CS, Horgan PG, McMillan DC, Clarke SJ. The systemic inflammation-based neutrophil-lymphocyte ratio: experience in patients with cancer. Crit Rev Oncol Hematol. 2013;88(1):218–30.
Kano S, Homma A, Hatakeyama H, Mizumachi T, Sakashita T, Kakizaki T, Fukuda S. Pretreatment lymphocyte-to-monocyte ratio as an independent prognostic factor for head and neck cancer. Head Neck. 2017;39(2):247–53.
Moon H, Roh JL, Lee SW, Kim SB, Choi SH, Nam SY, Kim SY. Prognostic value of nutritional and hematologic markers in head and neck squamous cell carcinoma treated by chemoradiotherapy. Radiother Oncol. 2016;118(2):330–4.
Young CA, Murray LJ, Karakaya E, Thygesen HH, Sen M, Prestwich RJ. The prognostic role of the neutrophil-to-lymphocyte ratio in oropharyngeal carcinoma treated with Chemoradiotherapy. Clin Med Insights Oncol. 2014;8:81–6.
This work was not supported by any external funding.
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The datasets used and analysed during the current study are available from the corresponding author on reasonable request.
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This study was approved by the Local Ethics Committee (Cantonal Ethics Committee Zurich, Nr. 709). According to the Ethics Committee’s guidelines, written informed consent was obtained from all patients participating in this analysis.
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Panje, C., Riesterer, O., Glanzmann, C. et al. Neutrophil-lymphocyte ratio complements volumetric staging as prognostic factor in patients treated with definitive radiotherapy for oropharyngeal cancer. BMC Cancer 17, 643 (2017). https://doi.org/10.1186/s12885-017-3590-0
- Head and neck cancer
- Oropharyngeal cancer
- Volumetric staging
- Neutrophil-lymphocyte ratio