Skip to main content
Erschienen in: BMC Cancer 1/2016

Open Access 01.12.2016 | Research article

Neutrophil-to-lymphocyte ratio is a prognostic marker in bladder cancer patients after radical cystectomy

Erschienen in: BMC Cancer | Ausgabe 1/2016

Abstract

Background

There is no reliable biomarker for predicting the prognosis of patients who undergo radical cystectomy for bladder cancer. Recent studies have shown that the neutrophil-to-lymphocyte ratio (NLR) could function as a useful prognostic factor in several types of malignancies. This study aimed to assess the usefulness of NLR in bladder cancer.

Methods

A total of 74 patients who underwent radical cystectomy in our institutions from 1999 to 2014 were analyzed. The NLR was calculated using the patients’ neutrophil and lymphocyte counts before radical cystectomy. An immunohistochemical analysis was also performed to detect tumor infiltrating neutrophils (CD66b) and lymphocytes (CD8) in bladder cancer specimens.

Results

A univariate analysis showed that the patients with a high NLR (≥2.38; HR = 4.84; p = 0.007), high C-reactive protein level (>0.08; HR = 10.06; p = 0.030), or pathological lymph node metastasis (HR = 4.73; p = 0.030) had a significantly higher risk of cancer-specific mortality. Kaplan-Meier and log-rank tests further revealed that NLR was strongly correlated with overall survival (p = 0.018), but not progression-free survival (p = 0.137). In a multivariate analysis, all of these were found to be independent risk factors (HR = 4.62, 10.8, and 12.35, respectively). The number of CD8-positive lymphocytes was significantly increased in high-grade (p = 0.001) and muscle-invasive (p = 0.012) tumors, in comparison to low-grade and non-muscle-invasive tumors, respectively.

Conclusions

The NLR predicted the prognosis of patients who underwent radical cystectomy and might therefore function as a reliable biomarker in cases of invasive bladder cancer.
Hinweise

Competing interests

The authors declare no conflicts of interest in association with the present study.

Authors’ contributions

Conceived and designed the experiments: TK, HM, HU. Analyzed the data: TK, KS, KF, MN, TY. Performed the experiments: KO, SO, YI, KI, KM, YM, NN, MY. Wrote the manuscript: TK, HI, HM. All authors read and approved the final manuscript.

Background

Urinary bladder cancer is one of the most commonly diagnosed malignancies [1]. Two-thirds to three-fourths of patients with bladder tumor initially present with non-muscle-invasive (pTa or pT1) disease that can often be treated with conservative approaches, however, many patients suffer from recurrence, occasionally with grade and/or stage progression. In contrast, for patients with muscle-invasive bladder cancer the gold standard treatment is radical cystectomy. Radical cystectomy is also occasionally performed in patients with stage Ta-1 or Tis tumors that are resistant to intravesical instillation therapy [2]. Though radical cystectomy has some therapeutic benefits, it is a potentially invasive surgery which requires urinary diversion. Thus, a new marker to predict the prognosis is needed to determine whether patients should receive radical cystectomy.
Previous reports have indicated a variety of tissue- or urine-based biomarkers that can be used for predicting the recurrence and progression of bladder cancer; these have often been PCR- or immunohistochemistry-based methods [3]. A simple, inexpensive and highly accurate method would be preferable for daily clinical use. The neutrophil-to-lymphocyte ratio (NLR), which can be easily calculated from routine complete blood counts (CBCs) in peripheral blood samples has been suggested as a predictor, not only for the systemic inflammatory response in critical care patients [4] but also for the prognosis of some solid malignancies including bladder cancer [2, 513]. Additionally, the NLR can be obtained retrospectively even in the postoperative follow-up because CBCs are routinely examined in various stages of bladder cancer therapy. In the current study, we assessed the utility of the NLR in the prediction of the prognosis of patients with bladder cancer who underwent radical cystectomy.

Methods

Patients

A total of 74 patients underwent radical cystectomy for bladder cancer in Yokohama City University Hospital (Yokohama, Japan) from February 1999 to April 2014. All patients were Japanese. Written informed consent was obtained from each patient, and the institutional review board of the hospital approved this study. The patients were followed up every three months for two years postoeratively and then every 6 months thereafter by either cystoscopy or CT.

Clinical and laboratory assessments

The NLR was calculated using neutrophil and lymphocyte counts via CBCs that were obtained a few days before surgery. CBCs include the number of blood cells, platelets, and white blood cells with differentiation. Other variables, including C-reactive protein (CRP) and lactate dehydrogenase (LDH), were simultaneously obtained. We determined the cut-off points of the NLR, CRP, and LDH, based on the sensitivity and specificity levels derived from area under receiver operator characteristics (AUROC) curves plotted for disease progression or death. None of the patients demonstrated either systemic inflammation or blood disease at the time of the blood examinations.

Immunohistochemistry

A bladder cancer tissue microarray (TMA) was obtained from US Biomax (Rockville, MD, USA). The prognostic data were unavailable for these cases. Immunohistochemical staining was performed for both CD66b and CD8 to detect tumor infiltrating neutrophils and lymphocytes, respectively. An immunohistochemical analysis was performed, as described previously, using a primary antibody to CD66b (clone G10F5, diluted at 1:200, BD Biosciences, San Jose, CA, USA) or CD8 (clone C8/144B, diluted at 1:100, DAKO Corporation, Carpenteria, CA, USA) [14]. The slides were then examined by a single pathologist (HM) blinded to the sample identity. The total number of CD68-positive or CD8-positive cells was counted in each TMA core.

Statistical analysis

The patients’ characteristics and preoperative factors were analyzed by Mann–Whitney U and chi-square tests. Multivariate logistic regression models were used for detecting the individual factors. The Kaplan-Meier product limit estimator was used to estimate progression-free survival (PFS) and overall survival (OS). Survival duration was defined as the time between radical cystectomy and tumor progression or death. The log-rank test was performed for comparison. A P value of <0.05 was considered to be statistically significant.

Results

Patients’ characteristics

The median and mean (± SD) ages of the 74 patients (male, n = 58; female, n = 16) were found to be 65 and 64.1 (±9.7) years at 24.2 and 29.6 (±24.2) months of follow-up after radical cystectomy, respectively. The time of diagnosis varied in each patient, however, no differences were observed regarding when the patients received RC. The clinicopathologic data of these patients, such as the ECOG-performance status, the performance of neoadjuvant/adjuvant systemic chemotherapy, the clinical/pathological T stage, the presence of lymph node metastasis, and the surgical margin, are summarized in Table 1. There was no correlation between tumor invasiveness and various factors, including age, sex, and tumor size. To exclude any difference in the diagnostic time, we classified the patients into two groups according to the time of diagnosis and no differences were observed.
Table 1
Patient characteristics
 
Total (n = 74)
NLR < 2.38
NLR ≥ 2.38
p-value
Age
<65 years
32 (43.2 %)
24 (52.9 %)
8 (34.8 %)
0.324
≥65 years
42 (56.8 %)
27 (47.1 %)
15 (65.2 %)
Gender
Female
16 (21.6 %)
11 (21.6 %)
5 (21.7 %)
0.987
Male
58 (78.4 %)
40 (78.4 %)
18 (78.3 %)
ECOG-PS
0
68 (91.9 %)
48 (94.1 %)
20 (87.0 %)
0.270
≥1
6 (8.1 %)
3 (5.9 %)
3 (13.0 %)
Neoadjuvant Chemotherapy
No
64 (86.5 %)
45 (88.2 %)
19 (82.6 %)
0.847
Yes
10 (13.5 %)
6 (11.8 %)
4 (17.4 %)
Clinical T stage
≤2
38 (51.4 %)
26 (51.0 %)
12 (52.2 %)
0.924
≥3
36 (48.6 %)
25 (49.0 %)
11 (47.8 %)
Clinical Lymph Node Metastasis
No
70 (94.6 %)
48 (94.1 %)
22 (95.7 %)
0.633
Yes
4 (5.4 %)
3 (5.9 %)
1 (4.3 %)
Surgical Margin
Negative
68 (91.9 %)
45 (88.2 %)
23 (100.0 %)
0.097
Positive
6 (8.1 %)
6 (11.8 %)
0 (0.0 %)
Adjuvant chemotherapy
No
49 (66.2 %)
35 (68.6 %)
14 (60.9 %)
0.514
Yes
25 (33.8 %)
16 (31.4 %)
9 (39.1 %)
Pathological T stage
≤2
53 (71.6 %)
37 (72.5 %)
16 (69.6 %)
0.792
≥3
21 (28.4 %)
14 (27.5 %)
7 (30.4 %)
Pathological Lymph Node Metastasis
No
64 (86.5 %)
43 (84.3 %)
21 (91.3 %)
0.339
Yes
10 (13.5 %)
8 (15.7 %)
2 (8.7 %)
ECOG-PS Eastern Cooperative Oncology Group performance status

The NLR cut-off value

Based on the AUROC curve, the NLR cut-off point was determined to be 2.38 for both progression and death (AUROC: 0.544 and 0.633, respectively) [Fig. 1]. There were no statistically significant differences in the baseline characteristics of patients with NLRs of <2.38 in comparison to those with NLRs of ≥2.38. Similarly, the cut-off values of CRP (0.08) and LDH (158) were set (data not shown).

The NLR value and patient outcomes

We first performed a univariate analysis to assess the risk of death after radical cystectomy. The NLR (HR = 4.84, p = 0.007), CRP (HR = 10.06, p = 0.030), and the presence of pathological lymph node metastasis (HR = 4.73, p = 0.030) were correlated with significantly higher risks of death (Table 2). In a multivariate analysis, the NLR (HR = 4.62, p = 0.030), CRP (HR = 10.80, p = 0.045), and pathological lymph node metastasis (HR = 12.35, p = 0.009) were also found to be significantly associated with OS [Table 2]. A Kaplan-Meier analysis and log-rank test further revealed that a high NLR was correlated with a significantly lower rate of OS, in comparison to a low NLR (p = 0.018; Fig. 2). However, the association between the NLR and disease progression was not statistically significant (p = 0.137).
Table 2
Univariate and multivariate analyses of factors for the OS
  
Median OS
Univariate analysis
Multivariate analysis
n
(mean ± SD)
HR
95%CI
p-value
HR
95%CI
p-value
Age
<65 years
32
2122 (2221.6 ± 1725.5)
1
0.50-4.73
0.453
   
≥65 years
42
718 (1071.4 ± 1003.6)
1.54
     
Gender
Female
16
767 (1891.9 ± 1536.9)
1
0.50-12.02
0.272
   
Male
58
980 (1479.6 ± 13743.5)
2.44
     
ECOG-PS
0
68
1286 (1673.7 ± 1413.1)
1
0.7021.22
0.121
   
≥1
6
302 (379.3 ± 319.4)
3.86
     
NLR
<2.38
51
1250.5 (1576.6 ± 1375.0)
1
1.54-15.23
0.007
1
1.16-18.34
0.030
≥2.38
23
797.5 (1551.3 ± 1487.5)
4.84
  
4.62
  
CPR
<0.08
23
1427 (1461.3 ± 1091.4)
1
1.24-81.27
0.030
1
1.06-110.29
0.045
≥0.08
51
772 (1617.2 ± 1533.2)
10.06
  
10.8
  
LDH
<158
20
1286 (1464.7 ± 1205.3)
1
0.36-4.47
0.712
   
≥158
54
808 (1607.3 ± 1565.7)
1.27
     
Neoadjuvant Chemotherapy
No
64
1244 (1535.9 ± 1339.8)
1
0.15-4.10
0.772
   
Yes
10
331 (1779.3 ± 2228.4)
0.78
     
Clinical T stage
≤2
38
980 (1828.6 ± 1722.9)
1
0.39-3.47
0.781
   
≥3
36
818 (1294.5 ± 1114.1)
1.67
     
Clinical Lymph Node Metastasis
No
70
818 (1566.6 ± 1492.3)
1
0.11-11.57
0.921
   
Yes
4
1671 (1607.3 ± 615.3)
1.13
     
Sugical Margin
Negative
68
11271.5 (1616.1 ± 1431.6)
1
0.85-7.74
0.095
   
Positive
6
707 (1287.8 ± 2064.0)
2.56
     
Adjuvant chemotherapy
No
49
722 (1189.7 ± 1200.8)
1
0.48-4.52
0.493
   
Yes
25
2154 (2311.7 ± 1624.5)
1.48
     
Pathological T stage
≤2
53
1112 (1586.9 ± 1466.4)
1
0.32-3.52
0.914
   
≥3
21
982 (1437.4 ± 1603.1)
1.07
     
Pathological Lymph Node Metastasis
No
64
1244 (1609.8 ± 1466.4)
1
1.17-19.17
0.030
1
1.85-82.47
0.009
Yes
10
718 (1305.9 ± 1523.6)
4.73
  
12.35
  
OS: overall survival, ECOG-PS: Eastern Cooperative Oncology Group performance status, NLR: neutrophil-to-lymphocyte ration
CPR: C-reactive protein, LHD: lactate dehydrogenase
Table 3
The association between the NLR and the prognosis of urothelial carcinoma
Study
Year
Number of patients
Cut-off value
Prognosis (high vs low NLR)
Hazard ratio (low NLR was set as 1)
Bladder
Gondo et al. [28]
2012
189
2.5
not mentioned (OS)
1.946, p==0.0015
Demirtas et al. [2]
2013
201
2.5
no significant differences
N/A
Krane et al. [37]
2013
68
2.5
23 vs 36 months (CSS)
2.25
Hermanns et al. [26]
2014
424
3
43 % vs 64 % (OS)
1.67, p < 0.001
Temraz et al. [38]
2014
68
2.87
2.7 vs 6.0 years (OS)
1.88
Mano et al. [33]
2014
107 (NMIBC)
2.41
 
3.74, p = 0.004
Viers et al. [39]
2014
unknown
unknown
 
1.03, p = 0.01
Kayner et al. [40]
2014
291
2.50
NMIBC vs MIBC
p = 0.028
Current study
2014
74
2.38
52.6 vs 51.7 months (OS)
4.84, p = 0.007
Upper urinary tract
Azuma et al. [41]
2013
137
2.5
29.4 % vs 81.3 % (OS)
6.14, p < 0.0001
Dalpiaz et al. [9]
2013
202
2.7
27 vs 44.5 months (OS)
3.073, p < 0.001
NLR: neutrophil-to-lymphocyte ration, NMIBC: non-muscle-invasive bladder cancer, MIBC: muscle-invasive bladder cancer, OS: overall survival, CSS: cancer-specific survival

Tumor infiltrating lymphocytes and tumor grade/stage

CD66b-positve cells were only observed in a few cases (Fig. 3). Therefore, we analyzed the relationship between the number of tumor infiltrating CD8-positive lymphocytes (Fig. 4) and the tumor grade or stage. The number of CD8-positive lymphocytes was significantly increased in high-grade (mean ± SD: 29.4 ± 23.5) and muscle-invasive (23.8 ± 22.4) tumors, in comparison to low-grade (15.1 ± 17.1; p = 0.001) and non-muscle-invasive (15.1 ± 17.8; p = 0.012) tumors. The number of CD8-positive cells did not differ significantly in benign urothelial tissues (mean ± SD: 21.6 ± 12.7) and urothelial carcinomas (19.1 ± 20.0) (p = 0.291).

Discussion

There is increasing evidence to show that the presence of systemic inflammation is correlated with poorer cancer-specific survival in several solid tumors, such as colorectal carcinoma [6, 1520]. Moreover, non-steroidal anti-inflammatory medications have been suggested to reduce the risk of developing bladder cancer, which implies a critical correlation between inflammation and bladder tumorigenesis [16, 21]. This study revealed systemic inflammation including CRP was an independent risk factor to estimate the prognosis. The presence of an inflammatory response can be determined by both the expression of CRP and an elevation in the NLR [4, 6, 22]. The latter has indeed been shown to be associated with a poorer prognosis in patients with some solid tumors [4, 6, 11, 23, 24]. The proposed mechanisms include increasing the supply of growth factors, survival factors, pro-antigenic factors, extracellular matrix-modifying enzymes that can facilitate invasion and metastasis, and inductive signals that may lead to epithelial-to-mesenchymal transition [25, 26].. The interaction between the tumor and the immune system of the host not only promotes tumor cell proliferation and metastasis but also activates the inflammatory cascade in the host, which leads to the further deterioration of the general condition of cancer patients [27]. The NLR, as an independent parameter, has been shown to be significantly correlated with serum CRP levels [28]. However, another study [2], found that the NLR was not a powerful predictor of survival. Thus, there is a biological rationale for using the NLR, as a measure of systemic host response when evaluating the association between inflammation and cancer outcomes [26].
It has been proposed that the NLR can be used to estimate the magnitude of systemic inflammation in cancer patients [5, 2931]. It can easily be calculated from routine CBCs with differentials [26]. CBCs are usually determined in the clinical check-ups, thus it is possible to apply the NLR to all patients, both preoperatively and postoperatively. Thus, the NLR is a useful tool when considering additional therapy after radical cystectomy. We also attempted to investigate the numbers of CD66b-positive neutrophils and CD8-positive lymphocytes in separate sets of bladder cancer tissues. An immunohistochemical analysis showed that CD8-positive cells were present in the majority of cases, whereas CD66b-positve cells were seen only in a few cases. Higher numbers of CD8-positive lymphocytes were strongly correlated with a higher tumor grade or stage. In a previous immunohistochemical study involving 56 cystectomy cases, a high CD8 density (defined as the presence of ≥60 intra-tumoral CD8-positive cells per high-power field) was observed in 10 of 45 (22 %) muscle-invasive tumors, while it was not observed in any of 11 non-muscle-invasive tumors [32]. In contrast, although all of the cystectomy cases in which the NLR was assessed in the present study exhibited muscle-invasive tumors, we found no significant difference in the NLRs of patients with different pT or pN stages. Thus, there appeared to be no strong correlation between the number of CD8-positive lymphocytes in the tissue specimens and the NLR in blood in bladder cancer patients. Nevertheless, in a previous study using tissue specimens, a high CD8 density was only associated with a favorable prognosis in ≥ pT1 tumors, which supports the prognostic significance of the NLR via CBCs [32].
The present study showed that the NLR was an independent prognostic factor in bladder cancer patients who underwent radical cystectomy. Tumor characteristics are known to assist in the prediction of the risk of disease recurrence and progression [33]. The European Organization for Research and Treatment of Cancer (EORTC) risk table has been commonly used to predict progression [3336]. In order to further improve the prediction, new biomarkers are needed. In bladder cancer, several studies have shown the NLR to be a prognostic factor [2, 26, 28, 3739]. On the other hand, the association between the NLR and tumor progression remains controversial (Table 3). These studies showed that a higher NLR was correlated with a worse prognosis in patients with bladder cancer, while others indicated that the NLR was not recognized to be correlated with OS [2, 26, 28, 37, 38]. In patients with non-muscle-invasive bladder cancer, an NLR of >2.41 tended to be correlated with recurrence and progression after transurethral resection of bladder tumors [33]. In the present study, a high NLR was found to be a risk factor for death in patients with invasive bladder cancer who underwent radical cystectomy.
The AUROC determined the cut-off value of the NLR to be 2.38 in the present study. Kayner et al. reported that MIBC showed a higher NLR compared with NMIBC, and the cut-off point was set as 2.50 in their study [40]. Several studies in advanced pancreatic cancer showed NLR cut-off values of approximately 5 [5]. In intrahepatic cholangiocarcinoma [6], and in patients with liver metastasis from colorectal carcinoma [25], the NLR cut-off value was also set as 5. In urologic cancers, NLR cut-off values of approximately 5 (prostate cancer) or from 2 to 5 (renal cell carcinoma) have been used [41]. In urothelial carcinoma, NLR cut-off values of 2.41-3.0 have been reported [2, 26, 37, 38, 40, 42]. Our cut-off point for the NLR was thus somewhat lower than the values of previous reports.
The present study is associated with several limitations. First, this is a retrospective study, which may have led selection bias. Second, we did not perform mechanistic experiments to determine the roles of neutrophils and/or lymphocytes in bladder cancer progression. Nonetheless, the current results support the findings of previous studies which indicate correlations between NLR/inflammation and the clinical outcome of patients with muscle-invasive bladder cancer. The NLR may thus be useful in the prediction of prognosis in bladder cancer patients after radical cystectomy.

Conclusions

The current study demonstrated the usefulness of the NLR in the prediction of OS in patients with advanced stage bladder cancer. The NLR was thus found to be an independent prognostic marker for predicting the prognosis. The preoperative NLR predicted prognosis in patients who underwent radical cystectomy and might therefore function as a reliable biomarker for invasive bladder cancer.

Availability of supporting data

Due to ethical restrictions, the raw data underlying this paper are available upon request to the corresponding author.

Acknowledgements

We would like to thank R. Shimizu, Y. Nakamkura, and T. Yamaki for their technical assistance.

Grant support

Grants from the Uehara Memorial Foundation, the Tokyo Biochemical Research Foundation, the Japanese Foundation for Research and Promotion of Endoscopy, and International exchange Grant from Kato Memorial Bioscience Foundation were provided to T.K. There are no applicable grant numbers.
Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://​creativecommons.​org/​licenses/​by/​4.​0/​), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://​creativecommons.​org/​publicdomain/​zero/​1.​0/​) applies to the data made available in this article, unless otherwise stated.

Competing interests

The authors declare no conflicts of interest in association with the present study.

Authors’ contributions

Conceived and designed the experiments: TK, HM, HU. Analyzed the data: TK, KS, KF, MN, TY. Performed the experiments: KO, SO, YI, KI, KM, YM, NN, MY. Wrote the manuscript: TK, HI, HM. All authors read and approved the final manuscript.
Literatur
1.
Zurück zum Zitat Jemal A, Siegel R, Xu J, Ward E. Cancer statistics, 2010. CA Cancer J Clin. 2010;60(5):277–300.CrossRefPubMed Jemal A, Siegel R, Xu J, Ward E. Cancer statistics, 2010. CA Cancer J Clin. 2010;60(5):277–300.CrossRefPubMed
2.
Zurück zum Zitat Demirtas A, Sabur V, Akinsal EC, Demirci D, Ekmekcioglu O, Gulmez I, et al. Can neutrophil-lymphocyte ratio and lymph node density be used as prognostic factors in patients undergoing radical cystectomy? Sci World J. 2013;2013:703579.CrossRef Demirtas A, Sabur V, Akinsal EC, Demirci D, Ekmekcioglu O, Gulmez I, et al. Can neutrophil-lymphocyte ratio and lymph node density be used as prognostic factors in patients undergoing radical cystectomy? Sci World J. 2013;2013:703579.CrossRef
3.
Zurück zum Zitat Lucca I, de Martino M, Klatte T, Shariat SF. Novel Biomarkers to Predict Response and Prognosis in Localized Bladder Cancer. Urol Clin North Am. 2015;42(2):225–33.CrossRefPubMed Lucca I, de Martino M, Klatte T, Shariat SF. Novel Biomarkers to Predict Response and Prognosis in Localized Bladder Cancer. Urol Clin North Am. 2015;42(2):225–33.CrossRefPubMed
4.
Zurück zum Zitat Zahorec R. Ratio of neutrophil to lymphocyte counts--rapid and simple parameter of systemic inflammation and stress in critically ill. Bratisl Lek Listy. 2001;102(1):5–14.PubMed Zahorec R. Ratio of neutrophil to lymphocyte counts--rapid and simple parameter of systemic inflammation and stress in critically ill. Bratisl Lek Listy. 2001;102(1):5–14.PubMed
5.
Zurück zum Zitat Xue P, Kanai M, Mori Y, Nishimura T, Uza N, Kodama Y, et al. Neutrophil-to-lymphocyte ratio for predicting palliative chemotherapy outcomes in advanced pancreatic cancer patients. Cancer medicine. 2014;3(2):406–15.CrossRefPubMedPubMedCentral Xue P, Kanai M, Mori Y, Nishimura T, Uza N, Kodama Y, et al. Neutrophil-to-lymphocyte ratio for predicting palliative chemotherapy outcomes in advanced pancreatic cancer patients. Cancer medicine. 2014;3(2):406–15.CrossRefPubMedPubMedCentral
6.
Zurück zum Zitat Gomez D, Morris-Stiff G, Toogood GJ, Lodge JP, Prasad KR. Impact of systemic inflammation on outcome following resection for intrahepatic cholangiocarcinoma. J Surg Oncol. 2008;97(6):513–8.CrossRefPubMed Gomez D, Morris-Stiff G, Toogood GJ, Lodge JP, Prasad KR. Impact of systemic inflammation on outcome following resection for intrahepatic cholangiocarcinoma. J Surg Oncol. 2008;97(6):513–8.CrossRefPubMed
7.
Zurück zum Zitat Chua W, Charles KA, Baracos VE, Clarke SJ. Neutrophil/lymphocyte ratio predicts chemotherapy outcomes in patients with advanced colorectal cancer. Br J Cancer. 2011;104(8):1288–95.CrossRefPubMedPubMedCentral Chua W, Charles KA, Baracos VE, Clarke SJ. Neutrophil/lymphocyte ratio predicts chemotherapy outcomes in patients with advanced colorectal cancer. Br J Cancer. 2011;104(8):1288–95.CrossRefPubMedPubMedCentral
8.
Zurück zum Zitat Azab B, Bhatt VR, Phookan J, Murukutla S, Kohn N, Terjanian T, et al. Usefulness of the neutrophil-to-lymphocyte ratio in predicting short- and long-term mortality in breast cancer patients. Ann Surg Oncol. 2012;19(1):217–24.CrossRefPubMed Azab B, Bhatt VR, Phookan J, Murukutla S, Kohn N, Terjanian T, et al. Usefulness of the neutrophil-to-lymphocyte ratio in predicting short- and long-term mortality in breast cancer patients. Ann Surg Oncol. 2012;19(1):217–24.CrossRefPubMed
9.
Zurück zum Zitat Dalpiaz O, Pichler M, Mannweiler S, Martin Hernandez JM, Stojakovic T, Pummer K, et al. Validation of the pretreatment derived neutrophil-lymphocyte ratio as a prognostic factor in a European cohort of patients with upper tract urothelial carcinoma. Br J Cancer. 2014;110(10):2531–6.CrossRefPubMedPubMedCentral Dalpiaz O, Pichler M, Mannweiler S, Martin Hernandez JM, Stojakovic T, Pummer K, et al. Validation of the pretreatment derived neutrophil-lymphocyte ratio as a prognostic factor in a European cohort of patients with upper tract urothelial carcinoma. Br J Cancer. 2014;110(10):2531–6.CrossRefPubMedPubMedCentral
10.
Zurück zum Zitat Jung MR, Park YK, Jeong O, Seon JW, Ryu SY, Kim DY, et al. Elevated preoperative neutrophil to lymphocyte ratio predicts poor survival following resection in late stage gastric cancer. J Surg Oncol. 2011;104(5):504–10.CrossRefPubMed Jung MR, Park YK, Jeong O, Seon JW, Ryu SY, Kim DY, et al. Elevated preoperative neutrophil to lymphocyte ratio predicts poor survival following resection in late stage gastric cancer. J Surg Oncol. 2011;104(5):504–10.CrossRefPubMed
11.
Zurück zum Zitat Walsh SR, Cook EJ, Goulder F, Justin TA, Keeling NJ. Neutrophil-lymphocyte ratio as a prognostic factor in colorectal cancer. J Surg Oncol. 2005;91(3):181–4.CrossRefPubMed Walsh SR, Cook EJ, Goulder F, Justin TA, Keeling NJ. Neutrophil-lymphocyte ratio as a prognostic factor in colorectal cancer. J Surg Oncol. 2005;91(3):181–4.CrossRefPubMed
12.
Zurück zum Zitat Ohno Y, Nakashima J, Ohori M, Hatano T, Tachibana M. Pretreatment neutrophil-to-lymphocyte ratio as an independent predictor of recurrence in patients with nonmetastatic renal cell carcinoma. J Urol. 2010;184(3):873–8.CrossRefPubMed Ohno Y, Nakashima J, Ohori M, Hatano T, Tachibana M. Pretreatment neutrophil-to-lymphocyte ratio as an independent predictor of recurrence in patients with nonmetastatic renal cell carcinoma. J Urol. 2010;184(3):873–8.CrossRefPubMed
13.
Zurück zum Zitat Rosenberg L, Lawlor GO, Zenlea T, Goldsmith JD, Gifford A, Falchuk KR, et al. Predictors of endoscopic inflammation in patients with ulcerative colitis in clinical remission. Inflamm Bowel Dis. 2013;19(4):779–84.CrossRefPubMedPubMedCentral Rosenberg L, Lawlor GO, Zenlea T, Goldsmith JD, Gifford A, Falchuk KR, et al. Predictors of endoscopic inflammation in patients with ulcerative colitis in clinical remission. Inflamm Bowel Dis. 2013;19(4):779–84.CrossRefPubMedPubMedCentral
14.
Zurück zum Zitat Kawahara T, Kashiwagi E, Ide H, Li Y, Zheng Y, Miyamoto Y, et al. Cyclosporine A and tacrolimus inhibit bladder cancer growth through down-regulation of NFATc1. Oncotarget. 2015;6(3):1582–93.CrossRefPubMedPubMedCentral Kawahara T, Kashiwagi E, Ide H, Li Y, Zheng Y, Miyamoto Y, et al. Cyclosporine A and tacrolimus inhibit bladder cancer growth through down-regulation of NFATc1. Oncotarget. 2015;6(3):1582–93.CrossRefPubMedPubMedCentral
15.
Zurück zum Zitat Kawahara T, Ishiguro H, Hoshino K, Teranishi J, Miyoshi Y, Kubota Y, et al. Analysis of NSAID-activated gene 1 expression in prostate cancer. Urol Int. 2010;84(2):198–202.CrossRefPubMed Kawahara T, Ishiguro H, Hoshino K, Teranishi J, Miyoshi Y, Kubota Y, et al. Analysis of NSAID-activated gene 1 expression in prostate cancer. Urol Int. 2010;84(2):198–202.CrossRefPubMed
16.
18.
Zurück zum Zitat Gunter MJ, Stolzenberg-Solomon R, Cross AJ, Leitzmann MF, Weinstein S, Wood RJ, et al. A prospective study of serum C-reactive protein and colorectal cancer risk in men. Cancer Res. 2006;66(4):2483–7.CrossRefPubMed Gunter MJ, Stolzenberg-Solomon R, Cross AJ, Leitzmann MF, Weinstein S, Wood RJ, et al. A prospective study of serum C-reactive protein and colorectal cancer risk in men. Cancer Res. 2006;66(4):2483–7.CrossRefPubMed
20.
Zurück zum Zitat Kawahara T, Ito H, Terao H, Yoshida M, Ogawa T, Uemura H, et al. Ureteroscopy assisted retrograde nephrostomy: a new technique for percutaneous nephrolithotomy (PCNL). BJU Int. 2012;110(4):588–90.CrossRefPubMed Kawahara T, Ito H, Terao H, Yoshida M, Ogawa T, Uemura H, et al. Ureteroscopy assisted retrograde nephrostomy: a new technique for percutaneous nephrolithotomy (PCNL). BJU Int. 2012;110(4):588–90.CrossRefPubMed
21.
Zurück zum Zitat Castelao JE, Yuan JM, Gago-Dominguez M, Yu MC, Ross RK. Non-steroidal anti-inflammatory drugs and bladder cancer prevention. Br J Cancer. 2000;82(7):1364–9.CrossRefPubMedPubMedCentral Castelao JE, Yuan JM, Gago-Dominguez M, Yu MC, Ross RK. Non-steroidal anti-inflammatory drugs and bladder cancer prevention. Br J Cancer. 2000;82(7):1364–9.CrossRefPubMedPubMedCentral
22.
Zurück zum Zitat McMillan DC, Canna K, McArdle CS. Systemic inflammatory response predicts survival following curative resection of colorectal cancer. Br J Surg. 2003;90(2):215–9.CrossRefPubMed McMillan DC, Canna K, McArdle CS. Systemic inflammatory response predicts survival following curative resection of colorectal cancer. Br J Surg. 2003;90(2):215–9.CrossRefPubMed
23.
Zurück zum Zitat Duffy BK, Gurm HS, Rajagopal V, Gupta R, Ellis SG, Bhatt DL. Usefulness of an elevated neutrophil to lymphocyte ratio in predicting long-term mortality after percutaneous coronary intervention. Am J Cardiol. 2006;97(7):993–6.CrossRefPubMed Duffy BK, Gurm HS, Rajagopal V, Gupta R, Ellis SG, Bhatt DL. Usefulness of an elevated neutrophil to lymphocyte ratio in predicting long-term mortality after percutaneous coronary intervention. Am J Cardiol. 2006;97(7):993–6.CrossRefPubMed
24.
Zurück zum Zitat Halazun KJ, Aldoori A, Malik HZ, Al-Mukhtar A, Prasad KR, Toogood GJ, et al. Elevated preoperative neutrophil to lymphocyte ratio predicts survival following hepatic resection for colorectal liver metastases. European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology. 2008;34(1):55–60.CrossRef Halazun KJ, Aldoori A, Malik HZ, Al-Mukhtar A, Prasad KR, Toogood GJ, et al. Elevated preoperative neutrophil to lymphocyte ratio predicts survival following hepatic resection for colorectal liver metastases. European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology. 2008;34(1):55–60.CrossRef
25.
Zurück zum Zitat Hanahan D, Weinberg RA. Hallmarks of cancer: the next generation. Cell. 2011;144(5):646–74.CrossRefPubMed Hanahan D, Weinberg RA. Hallmarks of cancer: the next generation. Cell. 2011;144(5):646–74.CrossRefPubMed
26.
Zurück zum Zitat Hermanns T, Bhindi B, Wei Y, Yu J, Noon AP, Richard PO, et al. Pre-treatment neutrophil-to-lymphocyte ratio as predictor of adverse outcomes in patients undergoing radical cystectomy for urothelial carcinoma of the bladder. Br J Cancer. 2014;111(3):444–51.CrossRefPubMedPubMedCentral Hermanns T, Bhindi B, Wei Y, Yu J, Noon AP, Richard PO, et al. Pre-treatment neutrophil-to-lymphocyte ratio as predictor of adverse outcomes in patients undergoing radical cystectomy for urothelial carcinoma of the bladder. Br J Cancer. 2014;111(3):444–51.CrossRefPubMedPubMedCentral
27.
Zurück zum Zitat Mantovani A, Allavena P, Sica A, Balkwill F. Cancer-related inflammation. Nature. 2008;454(7203):436–44.CrossRefPubMed Mantovani A, Allavena P, Sica A, Balkwill F. Cancer-related inflammation. Nature. 2008;454(7203):436–44.CrossRefPubMed
28.
Zurück zum Zitat Gondo T, Nakashima J, Ohno Y, Choichiro O, Horiguchi Y, Namiki K, et al. Prognostic value of neutrophil-to-lymphocyte ratio and establishment of novel preoperative risk stratification model in bladder cancer patients treated with radical cystectomy. Urology. 2012;79(5):1085–91.CrossRefPubMed Gondo T, Nakashima J, Ohno Y, Choichiro O, Horiguchi Y, Namiki K, et al. Prognostic value of neutrophil-to-lymphocyte ratio and establishment of novel preoperative risk stratification model in bladder cancer patients treated with radical cystectomy. Urology. 2012;79(5):1085–91.CrossRefPubMed
29.
Zurück zum Zitat 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
30.
Zurück zum Zitat Smith RA, Bosonnet L, Raraty M, Sutton R, Neoptolemos JP, Campbell F, et al. Preoperative platelet-lymphocyte ratio is an independent significant prognostic marker in resected pancreatic ductal adenocarcinoma. Am J Surg. 2009;197(4):466–72.CrossRefPubMed Smith RA, Bosonnet L, Raraty M, Sutton R, Neoptolemos JP, Campbell F, et al. Preoperative platelet-lymphocyte ratio is an independent significant prognostic marker in resected pancreatic ductal adenocarcinoma. Am J Surg. 2009;197(4):466–72.CrossRefPubMed
31.
Zurück zum Zitat Proctor MJ, Morrison DS, Talwar D, Balmer SM, O’Reilly DS, Foulis AK, et al. An inflammation-based prognostic score (mGPS) predicts cancer survival independent of tumour site: a Glasgow Inflammation Outcome Study. Br J Cancer. 2011;104(4):726–34.CrossRefPubMedPubMedCentral Proctor MJ, Morrison DS, Talwar D, Balmer SM, O’Reilly DS, Foulis AK, et al. An inflammation-based prognostic score (mGPS) predicts cancer survival independent of tumour site: a Glasgow Inflammation Outcome Study. Br J Cancer. 2011;104(4):726–34.CrossRefPubMedPubMedCentral
32.
Zurück zum Zitat Faraj SF, Munari E, Guner G, Taube J, Anders R, Hicks J, et al. Assessment of tumoral PD-L1 expression and intratumoral CD8+ T cells in urothelial carcinoma. Urology. 2015;85(3):703. e701-706.CrossRefPubMedPubMedCentral Faraj SF, Munari E, Guner G, Taube J, Anders R, Hicks J, et al. Assessment of tumoral PD-L1 expression and intratumoral CD8+ T cells in urothelial carcinoma. Urology. 2015;85(3):703. e701-706.CrossRefPubMedPubMedCentral
33.
Zurück zum Zitat Mano R, Baniel J, Shoshany O, Margel D, Bar-On T, Nativ O, Rubinstein J, Halachmi S. Neutrophil-to-lymphocyte ratio predicts progression and recurrence of non-muscle-invasive bladder cancer. Urologic oncology. 2015;33(2):67. e1-7. Mano R, Baniel J, Shoshany O, Margel D, Bar-On T, Nativ O, Rubinstein J, Halachmi S. Neutrophil-to-lymphocyte ratio predicts progression and recurrence of non-muscle-invasive bladder cancer. Urologic oncology. 2015;33(2):67. e1-7.
34.
Zurück zum Zitat Babjuk M, Burger M, Zigeuner R, Shariat SF, van Rhijn BW, Comperat E, et al. EAU guidelines on non-muscle-invasive urothelial carcinoma of the bladder: update 2013. Eur Urol. 2013;64(4):639–53.CrossRefPubMed Babjuk M, Burger M, Zigeuner R, Shariat SF, van Rhijn BW, Comperat E, et al. EAU guidelines on non-muscle-invasive urothelial carcinoma of the bladder: update 2013. Eur Urol. 2013;64(4):639–53.CrossRefPubMed
35.
Zurück zum Zitat Brausi M, Witjes JA, Lamm D, Persad R, Palou J, Colombel M, et al. A review of current guidelines and best practice recommendations for the management of nonmuscle invasive bladder cancer by the International Bladder Cancer Group. J Urol. 2011;186(6):2158–67.CrossRefPubMed Brausi M, Witjes JA, Lamm D, Persad R, Palou J, Colombel M, et al. A review of current guidelines and best practice recommendations for the management of nonmuscle invasive bladder cancer by the International Bladder Cancer Group. J Urol. 2011;186(6):2158–67.CrossRefPubMed
36.
Zurück zum Zitat Babjuk M, Oosterlinck W, Sylvester R, Kaasinen E, Bohle A, Palou-Redorta J, et al. EAU guidelines on non-muscle-invasive urothelial carcinoma of the bladder. Eur Urol. 2008;54(2):303–14.CrossRefPubMed Babjuk M, Oosterlinck W, Sylvester R, Kaasinen E, Bohle A, Palou-Redorta J, et al. EAU guidelines on non-muscle-invasive urothelial carcinoma of the bladder. Eur Urol. 2008;54(2):303–14.CrossRefPubMed
37.
Zurück zum Zitat Krane LS, Richards KA, Kader AK, Davis R, Balaji KC, Hemal AK. Preoperative neutrophil/lymphocyte ratio predicts overall survival and extravesical disease in patients undergoing radical cystectomy. Journal of endourology/Endourological Society. 2013;27(8):1046–50.CrossRefPubMed Krane LS, Richards KA, Kader AK, Davis R, Balaji KC, Hemal AK. Preoperative neutrophil/lymphocyte ratio predicts overall survival and extravesical disease in patients undergoing radical cystectomy. Journal of endourology/Endourological Society. 2013;27(8):1046–50.CrossRefPubMed
38.
Zurück zum Zitat Temraz S, Mukherji D, Farhat ZA, Nasr R, Charafeddine M, Shahait M, et al. Preoperative lymphocyte-to-monocyte ratio predicts clinical outcome in patients undergoing radical cystectomy for transitional cell carcinoma of the bladder: a retrospective analysis. BMC Urol. 2014;14:76.CrossRefPubMedPubMedCentral Temraz S, Mukherji D, Farhat ZA, Nasr R, Charafeddine M, Shahait M, et al. Preoperative lymphocyte-to-monocyte ratio predicts clinical outcome in patients undergoing radical cystectomy for transitional cell carcinoma of the bladder: a retrospective analysis. BMC Urol. 2014;14:76.CrossRefPubMedPubMedCentral
39.
Zurück zum Zitat Viers BR, Boorjian SA, Frank I, Tarrell RF, Thapa P, Karnes RJ, Thompson RH, Tollefson MK: Pretreatment Neutrophil-to-Lymphocyte Ratio Is Associated with Advanced Pathologic Tumor Stage and Increased Cancer-specific Mortality Among Patients with Urothelial Carcinoma of the Bladder Undergoing Radical Cystectomy. Eur Urol. 2014;66(6):1157-64. Viers BR, Boorjian SA, Frank I, Tarrell RF, Thapa P, Karnes RJ, Thompson RH, Tollefson MK: Pretreatment Neutrophil-to-Lymphocyte Ratio Is Associated with Advanced Pathologic Tumor Stage and Increased Cancer-specific Mortality Among Patients with Urothelial Carcinoma of the Bladder Undergoing Radical Cystectomy. Eur Urol. 2014;66(6):1157-64.
40.
Zurück zum Zitat Kaynar M, Yildirim ME, Badem H, Cavis M, Tekinarslan E, Istanbulluoglu MO, et al. Bladder cancer invasion predictability based on preoperative neutrophil-lymphocyte ratio. Tumour Biol. 2014;35(7):6601–5.CrossRefPubMed Kaynar M, Yildirim ME, Badem H, Cavis M, Tekinarslan E, Istanbulluoglu MO, et al. Bladder cancer invasion predictability based on preoperative neutrophil-lymphocyte ratio. Tumour Biol. 2014;35(7):6601–5.CrossRefPubMed
42.
Zurück zum Zitat Azuma T, Matayoshi Y, Odani K, Sato Y, Sato Y, Nagase Y, et al. Preoperative neutrophil-lymphocyte ratio as an independent prognostic marker for patients with upper urinary tract urothelial carcinoma. Clin Genitourin Cancer. 2013;11(3):337–41.CrossRefPubMed Azuma T, Matayoshi Y, Odani K, Sato Y, Sato Y, Nagase Y, et al. Preoperative neutrophil-lymphocyte ratio as an independent prognostic marker for patients with upper urinary tract urothelial carcinoma. Clin Genitourin Cancer. 2013;11(3):337–41.CrossRefPubMed
Metadaten
Titel
Neutrophil-to-lymphocyte ratio is a prognostic marker in bladder cancer patients after radical cystectomy
Publikationsdatum
01.12.2016
Erschienen in
BMC Cancer / Ausgabe 1/2016
Elektronische ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-016-2219-z

Weitere Artikel der Ausgabe 1/2016

BMC Cancer 1/2016 Zur Ausgabe

Update Onkologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.