Abstract
A high preoperative peripheral blood neutrophil-to-lymphocyte ratio (NLR) has been reported to be a predictor of poor survival in patients with various cancers. The aim of this study was to evaluate the predictive significance of the NLR in patients undergoing hepatectomy for intrahepatic cholangiocarcinoma (ICC). From 2005 to 2011, 322 patients who underwent hepatectomy for ICC were enrolled in this retrospective study. Clinicopathological parameters, including NLR, were evaluated to identify predictors of overall and recurrence-free survival after hepatectomy. The best cutoff for NLR was 2.49, and 177 of 322 patients (54.9 %) had an NLR ≥ 2.49. The 5-year survival rate after hepatectomy was 51.1 % in patients with NLR < 2.49 and 24.8 % in those with NLR ≥ 2.49 (P = 0.0001). Univariate analyses revealed that NLR was significantly associated with recurrence-free survival (RFS) and overall survival (OS; both P < 0.05). Multivariable analyses revealed that elevated NLR independently predicted poorer OS (P = 0.003, hazard ratio [HR] = 1.600). In summary, our results indicate that elevated NLR is a promising independent predictor of poor survival after hepatectomy in patients with ICC.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
Introduction
Intrahepatic cholangiocarcinoma (ICC) is a poorly understood biliary malignancy that accounts for an estimated 10 % to 15 % of all primary liver cancers [1]. In the US, the age-adjusted incidence of ICC increased from 0.32 per 100,000 individuals in 1975 to 0.85 per 100,000 individuals in 2000 and is still increasing [2, 3]. Surgery is the only potentially curative treatment option for patients who have resectable ICC. Unfortunately, the clinical outcomes of patients undergoing curative-intent liver resection are disappointing. The 5-year survival rate is only approximately 30 % at the early T1–T2 stages. Patients with an unresectable tumor have a dismal median survival time of approximately 9 months [4, 5]. Furthermore, the roles of adjuvant therapies, including systemic chemotherapy and radiotherapy, remain poorly defined. These therapies have only modest therapeutic effects [6, 7]. Therefore, identification of novel molecular markers of ICC progression and improved understanding of the molecular mechanisms associated with metastasis and postsurgical recurrence of ICC would be beneficial for the development of effective therapeutic schemes.
Inflammation has emerged as the seventh hallmark of cancer [8]. Systemic inflammatory responses reflect the promotion of angiogenesis and DNA damage and tumor invasion through upregulation of cytokines [9–11]. The neutrophil-to -lymphocyte ratio (NLR) is a simple index of systemic inflammation. An elevated NLR has recently been found to be associated with poorer prognosis in patients with various types of malignant tumors, including colorectal cancer [12, 13], breast cancer [14], pancreatic cancer [15], and hepatocellular carcinoma (HCC) [16]. Furthermore, an elevated NLR significantly correlates with poor outcome in HCC patients undergoing liver transplantation [17], hepatic resection [18], radiofrequency ablation [19], and transarterial chemoembolization [20]. To our knowledge, only one, relatively small-scale, study of 27 patients has found that preoperative NLR may be a prognostic indicator of survival after hepatic resection for ICC [21].
To further clarify the prognostic significance of the NLR for ICC, we evaluated the effect of preoperative NLR on overall survival (OS) and recurrence-free survival (RFS) in a large cohort of ICC patients who underwent hepatic resection.
Materials and methods
Patient recruitment
The 322 ICC patients who underwent curative hepatic resection at the Liver Cancer Institute of Zhongshan Hospital (Fudan University, Shanghai, China) between 2005 and 2011 consisted of 194 males and 128 females. The mean age of the patients was 58 years. Of these patients, 123 (38.2 %) were seropositive for hepatitis B surface antigen (HBs-Ag), and two patients (0.062 %) were seropositive for hepatitis C antibody (HCV-Ab). Their 1-, 3-, and 5-year OS rates were 75.0 %, 47.8 %, and 35.2 %, respectively. Their 1-, 3-, and 5-year RFS rates were 56.6 %, 39.0 %, and 32.3 %, respectively. The study was approved by the Zhongshan Hospital Ethics Committee, and institutional review board protocols were followed when informed consent was obtained from each patient. Patients who underwent preoperative therapies (e.g., transarterial chemoembolization, radiofrequency ablation, or percutaneous ethanol injection) were excluded from the study.
Follow-up strategy and postoperative treatment
Patient follow-up and postoperative management were administered following our established guidelines, as previously described [22, 23]. In brief, data were censored at last patient follow-up after discharge. All patients were followed up with monthly screening for recurrence. Tumor markers, such as the CA199 test, liver ultrasonography, and 6-month computerized tomography scanning, magnetic resonance imaging, and bone scans, were selected as needed. If recurrence was suspected, additional investigations, such as hepatic angiography and positron emission tomography-computed tomography (PET-CT) procedures, were performed. When ICC recurrence was confirmed, a second hepatectomy, radiofrequency ablation, percutaneous ethanol injection, transcatheter arterial chemoembolization, or external radiotherapy were performed depending on the number, size, and sites of the recurrent tumor. OS was defined as the interval between the dates of surgery and death or between the dates of surgery and the last observation of surviving patients. Time to recurrence (TTR) was defined as the interval between the dates of surgery and the first recurrence or from the dates of surgery to the dates of last follow-up (for the patients without recurrence).
Statistical analysis
Neutrophil and lymphocyte counts were measured in each patient as part of the routine preoperative work-up. Neutrophil-to-lymphocyte ratios were calculated using the preoperative blood value as the reference. OS and RFS were calculated. Using the Cox proportional hazards model, univariate and multivariate analyses were performed for OS and RFS. The following variables were examined with respect to OS and RFS rate: age, sex, hepatitis B surface antigen (HBsAg), hepatitis C virus (HCV), carbohydrate antigen 19-9 (CA199), Child–Pugh score, liver cirrhosis, tumor size, number of tumors, lymphonodus metastasis, tumor differentiation, tumor–node–metastasis (TNM) stage (American Joint Committee on Cancer 7th edn. staging for intrahepatic cholangiocarcinoma). Continuous variables were entered into the model.
All data were also expressed as the mean ± standard deviation values. Independent χ 2 tests were used to compare categorical variables. Continuous variables were compared using unpaired t tests. Survival curves for OS and RFS were analyzed using the Kaplan–Meier method and compared using the log–rank test. The best cutoff for NLR was determined using a time-dependent receiver operating characteristic curve [24]. P values < 0.05 were considered to be statistically significant.
Results
Patient characteristics
We investigated the correlations between the preoperative NLR values, factors, and clinicopathological characteristics. We found that preoperative NLR was significantly correlated with tumor size (P = 0.001), HBsAg (P = 0.004), lymphonodus metastasis (P = 0.006), TNM (P = 0.003), and preoperative serum CA199 level (P = 0.045). Other clinical characteristics, including age, sex, HCV, Child–Pugh score, liver cirrhosis, tumor number, and tumor differentiation, were not directly related to the preoperative NLR (Table 1).
NLR as an independent prognostic factor
Clinicopathological parameters, including NLR, were evaluated to identify predictors of ICC patients’ OS and RFS. The results for the statistically significant prognostic factors identified using univariate and multivariate analyses are presented in Table 2. High serum CA199 levels were identified as a significant predictor of poor prognosis. Among tumor-related factors, large tumor size, multiple tumors, lymphonodus metastasis, and advanced TNM stage were identified as predictors of poor prognosis (Table 2). A high preoperative NLR was also identified as a predictor of prognosis. The multivariate analyses identified lymphonodus metastasis (P = 0.000), multiple tumors (P = 0.002), and high CA199 level (P = 0.013) as independent predictors of poor prognosis. A high NLR was significantly correlated with OS (P = 0.003, hazard ratio = 1.600,Table 2).
The statistically significant factors for RFS that was identified using univariate and multivariate analyses are presented in Table 3. Among tumor-related factors, large tumor size, multiple tumors, lymphonodus metastasis, and advanced TNM stage were identified as predictors of poor prognosis for RFS. Preoperative NLR was identified as a predictor of tumor recurrence. Multivariate analyses identified multiple tumors (P = 0.000) and lymphonodus metastasis (P = 0.000) as independent predictors of tumor recurrence (Table 3).
Selection of the best cutoff point for the NLR
Using a time-dependent receiver operating characteristic curve, the best cutoff for NLR (NLR = 2.49) was determined for postoperative prognosis. The patients were divided into two groups: a low (<2.49) NLR group (n = 145) and a high (≥2.49) NLR group (n = 177).
Prognostic comparisons of the low and high NLR groups
The mean OS time was 55.8 ± 3.9 months in the low NLR group and 39.6 ± 3.1 months in the high NLR group. The results for the overall survival rates for patients in the low and high NLR groups are presented in Fig. 1. We found that for the low NLR group, the 1-, 3-, and 5-year OS rates were 84.7 %, 57.1 %, and 51.1 %, respectively. These results were significantly higher compared with the high NLR group who had rates of 67.2 %, 40.1 %, and 24.8 % for 1-, 3-, and 5-year OS, respectively (P = 0.0001).
The results for RFS rates for patients in the low and high NLR groups are presented in Fig. 2. We also found that a NLR ≥ 2.49 was significantly correlated with ICC recurrence after hepatic resection. The 1-, 3-, and 5-year RFS rates were significantly lower in the high (51.8 %, 33.0 %, and 26.8 %, respectively) compared with the low NLR group (62.3 %, 46.0 %, and 38.4 %, respectively; P = 0.0145).
Discussion
Inflammatory markers have long been linked with malignancy, and mounting evidence suggests that inflammatory factors and cells are closely related to tumor progression. Early in the 18th century, Virchow first observed leukocytes in neoplastic tissues [11], which led to the hypothesis that inflammation has an important role in the development of malignant disease. Tumor-induced systemic proinflammatory effects have recently been widely investigated. The tumor-generated inflammatory response is thought to cause upregulation of cytokines, inflammatory mediators, and inflammatory corpuscles, which result in an increased propensity for tumor recurrence and metastasis. This response is carried out by inhibition of apoptosis, promotion of angiogenesis, and damage of DNA [9–11, 25].
Halazun et al. [26] is the first to report that NLR is associated with hepatic malignancy. And many studies have revealed that elevated NLR is correlated with adverse survival outcome in patients with various solid tumors [13–15, 18, 21, 27]. Furthermore, preoperative NLR has shown a significant correlation with poor outcome in HCC patients undergoing liver transplantation [17, 28]. In addition, increased NLR has also been significantly linked to impaired aortic elastic properties [29] and in-hospital mortality in patients with ST elevation myocardial infarction undergoing percutaneous coronary intervention [30] or pulmonary embolism [31]. To investigate these findings in more detail, we assessed whether preoperative NLR was correlated with ICC recurrence and survival after hepatectomy. We found that the pretreatment NLR may be a significant prognostic factor for ICC patients and has potential for use as a predictor of survival after surgical treatment. High NLR (≥2.49) showed notable correlation with early recurrence and poor overall survival of ICC patients.
Similarly, recent studies have shown that the derived neutrophil-to-lymphocyte ratio (dNLR, ratio of neutrophil count to leukocyte count — neutrophil count), which employs the leukocyte–neutrophil count instead of the lymphocyte count as the denominator, also has prognostic value in cancer [32–34]. Therefore, we further evaluated the prognostic significance of dNLR in ICC. We found that preoperative dNLR was significantly correlated with preoperative NLR, and the Spearman’s rank correlation coefficient between them was 0.915 (P < 0.001). The best cutoff value for dNLR was 1.71, and 186 of 322 patients (57.8 %) had a high dNLR (dNLR ≥ 1.71). The univariate analysis revealed that the OS and RFS were significantly different between patients with high dNLR and those with low dNLR (HR = 1.48, P = 0.010; HR = 1.42, P = 0.018, respectively). The 5-year OS rate was significantly lower in the high dNLR group compared with the low group (30.9 % vs. 41.6 %), so was the mean OS time (41.3 ± 3.1 vs. 53.9 ± 3.8 months, P = 0.0093; Fig. S1). We also found that the high dNLR group had a notably lower 5-year RFS rate (26.6 % vs. 39.9 %, P = 0.0163; Fig. S2). However, the multivariate analysis demonstrated that dNLR was not an independent prognostic factor for ICC patients (P = 0.147). Employing the leukocyte–neutrophil value instead of the lymphocyte value leads to the inclusion of the lymphocytes together with the monocytes, which are known to increase in patients with cancer. And the elevated monocyte count has been notably correlative with poor prognosis in cancer victims [35, 36]. The decreased count of lymphocyte and the increased count of monocyte have inverse effects on the dNLR outcome. Hence, NLR could be considered as a better predictor for the prognosis in cancer than dNLR. The studies of Proctor et al. [33] and Dirican et al. [37] also reported the superiority of NLR in predicting prognosis in cancer. Except for NLR and dNLR, various predictors derived from the combination of peripheral blood cellular components of systemic inflammatory response and coagulation have been demonstrated, such as lymphocyte-to-monocyte ratio (LMR) [38, 39] and platelets-to-lymphocyte ratio (PLR) [40, 41], to evaluate clinical outcome in a wide variety of cancers. For instance, studies have shown that decreased LMR predicts poor prognosis in patients with soft tissue sarcoma [38] or pancreatic cancer [42]. And it might be partly owing to lymphocytes’ defending host against tumor cells and monocytes’ contribution to tumor progression [38]. However, the intrinsic mechanisms of these predictors are left not well-answered by previous investigations.
The exact reason for the observation of NLR rising among patients with malignancy that have poorer RFS and OS remains largely unclear. It has been shown that a high NLR, which is associated with the presence of systemic inflammation, indicates the relative depletion of lymphocytes, which impairs the host immune reactions against malignancy [21, 28, 43, 44]. In addition, increased neutrophils are regarded as the reservoirs of vascular endothelial growth factor (VEGF) [45]. Patients with elevated NLR have a relative neutrophilia and may have higher level of circulating VEGF due to increased numbers of circulating neutrophils which secret VEGF. Increased vascularity, vascular invasion, and increased tendency for HCC metastasis and recurrence can result from these changes [28]. In a previous study, we found that ICC cells that express higher level of CXCL5 are likely to recruit more neutrophils to the tumor foci. This process establishes a tumor-promoting microenvironment, amplifies the inflammatory response, and facilitates ICC metastasis and recurrence [46]. Patients with a high NLR have a relative depletion of lymphocytes, which may lead to an impaired defence against cancers. Overall, patients with a high NLR have a relative neutrophilia and lymphocytopenia. This condition results in an imbalance in the inflammatory cascade and in the host immune modulatory response to cancers, which may potentially create an almost perfect microenvironment for further continuous tumor proliferation and metastasis [28]. We also found that elevated NLR was positively correlated with larger tumor size, greater lymph node involvement, and advanced TNM stage. Tumor size and lymphonodus metastasis are two relatively putative clinicopathological markers of ICC invasiveness and metastasis [6, 47], and both were found to be independently prognostic indicators for ICC. These results support the hypothesis that a high NLR could be an indicator of immunosuppressive status during the development of malignancies.
IL-17 is a proinflammatory cytokine that promotes HCC growth [48]. IL-17 also initiates neutrophil recruitment by CXC chemokines (e.g., CCL2 released from IL-17-producing T cells) [48–50]. Motomura et al. [17] reported that there is a correlation between elevated NLR in peripheral blood and upregulation of IL-17 in peritumoral regions in hepatoma. Furthermore, our previous study indicated that IL-17 positive cells and neutrophil infiltration into the ICC are related to the aggressiveness of the tumor [23]. Therefore, IL-17 may be a key molecule involved in the relationship between NLR and ICC metastasis.
Using preoperative NLR for prediction of recurrence and outcome has potentially valuable implications with targeting preoperative and postoperative therapies to improve survival outcomes of cancer patients, which is supported by lots of emerging evidence that the use of several anti-inflammatory and anti-angiogenic agents improves survival and decreases recurrence rates in hepatic carcinoma and other malignancies. For instance, selective cyclo-oxygenase-2 inhibitors can limit growth and prevent proliferation in HCC cell lines [51], possibly by suppressing VEGF activity [52]. These therapies may also have a significant potential role in ICC patients, especially with an elevated NLR, because they may have much higher level of circulating VEGF than others. By suppressing VEGF, and hence angiogenesis, these therapies may have a profound effect on outcomes of patients with ICC. Mano et al. [18] reported that a high infiltration of tumor-associated macrophages, which express many cytokines (e.g., IL-6 and IL-8) in the lesions, is associated with a high NLR. And these cytokines can promote systemic neutrophilia [53, 54]. Therefore, anti-inflammatory treatment may be beneficial to the ICC patients with an elevated NLR. However, thorough investigations and independent validations to further verify the hypothesis are needed.
In conclusion, our results demonstrate that elevated NLR significantly increases the risk of tumor recurrence and death and indicate that NLR is a novel independent predictor for prognosis after hepatic resection in patients with ICC. Preoperative NLR measurement may provide a simple method to identify patients with the poorest prognosis.
Abbreviations
- ICC:
-
Intrahepatic cholangiocarcinoma
- HR:
-
Hazard ratio
- OS:
-
Overall survival
References
Jemal A, Bray F, Center MM, et al. Global cancer statistics. CA Cancer J Clin. 2011;61:69–90.
Shaib Y, El-Serag HB. The epidemiology of cholangiocarcinoma. Semin Liver Dis. 2004;24:115–25.
Shaib YH, Davila JA, McGlynn K, et al. Rising incidence of intrahepatic cholangiocarcinoma in the United States: a true increase? J Hepatol. 2004;40:472–7.
Berdah SV, Delpero JR, Garcia S, et al. A western surgical experience of peripheral cholangiocarcinoma. Br J Surg. 1996;83:1517–21.
Weimann A, Varnholt H, Schlitt HJ, et al. Retrospective analysis of prognostic factors after liver resection and transplantation for cholangiocellular carcinoma. Br J Surg. 2000;87:1182–7.
de Jong MC, Nathan H, Sotiropoulos GC, et al. Intrahepatic cholangiocarcinoma: an international multi-institutional analysis of prognostic factors and lymph node assessment. J Clin Oncol. 2011;29:3140–5.
Farges O, Fuks D, Boleslawski E, et al. Influence of surgical margins on outcome in patients with intrahepatic cholangiocarcinoma: a multicenter study by the AFC-IHCC-2009 study group. Ann Surg. 2011;254:824–9. discussion 830.
Mantovani A. Cancer: inflaming metastasis. Nature. 2009;457:36–7.
Jaiswal M, LaRusso NF, Burgart LJ, et al. Inflammatory cytokines induce DNA damage and inhibit DNA repair in cholangiocarcinoma cells by a nitric oxide-dependent mechanism. Cancer Res. 2000;60:184–90.
Coussens LM, Werb Z. Inflammation and cancer. Nature. 2002;420:860–7.
Balkwill F, Mantovani A. Inflammation and cancer: back to Virchow? Lancet. 2001;357:539–45.
Ding PR, An X, Zhang RX, et al. Elevated preoperative neutrophil to lymphocyte ratio predicts risk of recurrence following curative resection for stage IIA colon cancer. Int J Colorectal Dis. 2010;25:1427–33.
Chua W, Charles KA, Baracos VE, et al. Neutrophil/lymphocyte ratio predicts chemotherapy outcomes in patients with advanced colorectal cancer. Br J Cancer. 2011;104:1288–95.
Noh H, Eomm M, Han A. Usefulness of pretreatment neutrophil to lymphocyte ratio in predicting disease-specific survival in breast cancer patients. J Breast Cancer. 2013;16:55–9.
Stotz M, Gerger A, Eisner F, et al. Increased neutrophil–lymphocyte ratio is a poor prognostic factor in patients with primary operable and inoperable pancreatic cancer. Br J Cancer. 2013;109:416–21.
Pinato DJ, Stebbing J, Ishizuka M, et al. A novel and validated prognostic index in hepatocellular carcinoma: the inflammation based index (IBI). J Hepatol. 2012;57:1013–20.
Motomura T, Shirabe K, Mano Y, et al. Neutrophil–lymphocyte ratio reflects hepatocellular carcinoma recurrence after liver transplantation via inflammatory microenvironment. J Hepatol. 2013;58:58–64.
Mano Y, Shirabe K, Yamashita Y, et al. Preoperative neutrophil-to-lymphocyte ratio is a predictor of survival after hepatectomy for hepatocellular carcinoma: a retrospective analysis. Ann Surg. 2013;258:301–5.
Dan J, Zhang Y, Peng Z, et al. Postoperative neutrophil-to-lymphocyte ratio change predicts survival of patients with small hepatocellular carcinoma undergoing radiofrequency ablation. PLoS One. 2013;8:e58184.
McNally ME, Martinez A, Khabiri H, et al. Inflammatory markers are associated with outcome in patients with unresectable hepatocellular carcinoma undergoing transarterial chemoembolization. Ann Surg Oncol. 2013;20:923–8.
Gomez D, Morris-Stiff G, Toogood GJ, et al. Impact of systemic inflammation on outcome following resection for intrahepatic cholangiocarcinoma. J Surg Oncol. 2008;97:513–8.
Gao Q, Qiu SJ, Fan J, et al. Intratumoral balance of regulatory and cytotoxic T cells is associated with prognosis of hepatocellular carcinoma after resection. J Clin Oncol. 2007;25:2586–93.
Gu FM, Gao Q, Shi GM, et al. Intratumoral IL-17(+) cells and neutrophils show strong prognostic significance in intrahepatic cholangiocarcinoma. Ann Surg Oncol. 2012;19:2506–14.
Heagerty PJ, Lumley T, Pepe MS. Time-dependent ROC curves for censored survival data and a diagnostic marker. Biometrics. 2000;56:337–44.
Jackson JR, Seed MP, Kircher CH, et al. The codependence of angiogenesis and chronic inflammation. FASEB J. 1997;11:457–65.
Halazun KJ, Aldoori A, Malik HZ, et al. Elevated preoperative neutrophil to lymphocyte ratio predicts survival following hepatic resection for colorectal liver metastases. Eur J Surg Oncol. 2008;34:55–60.
McMillan DC, Canna K, McArdle CS. Systemic inflammatory response predicts survival following curative resection of colorectal cancer. Br J Surg. 2003;90:215–9.
Halazun KJ, Hardy MA, Rana AA, et al. Negative impact of neutrophil–lymphocyte ratio on outcome after liver transplantation for hepatocellular carcinoma. Ann Surg. 2009;250:141–51.
Yayla C, Canpolat U, Akyel A, et al. Association of neutrophil–lymphocyte ratio with impaired aortic elasticity in newly diagnosed and never-treated hypertensive patients. Blood Press Monit. 2015. doi:10.1097/mbp.0000000000000104.
Pan W, Zhao D, Zhang C, et al. Application of neutrophil/lymphocyte ratio in predicting coronary blood flow and mortality in patients with ST-elevation myocardial infarction undergoing percutaneous coronary intervention. J Cardiol. 2014. doi:10.1016/j.jjcc.2014.10.014.
Cavus UY, Yildirim S, Sonmez E, et al. Prognostic value of neutrophil/lymphocyte ratio in patients with pulmonary embolism. Turk J Med Sci. 2014;44(1):50–5.
Szkandera J, Gerger A, Liegl-Atzwanger B, et al. The derived neutrophil/lymphocyte ratio predicts poor clinical outcome in soft tissue sarcoma patients. Am J Surg. 2014. doi:10.1016/j.amjsurg.2014.10.021.
Proctor MJ, McMillan DC, Morrison DS, et al. A derived neutrophil to lymphocyte ratio predicts survival in patients with cancer. Br J Cancer. 2012;107(4):695–9.
Troppan K, Deutsch A, Gerger A, et al. The derived neutrophil to lymphocyte ratio is an independent prognostic factor in patients with diffuse large B-cell lymphoma. Br J Cancer. 2014;110(2):369–74.
Leitch EF, Chakrabarti M, Crozier JE, et al. Comparison of the prognostic value of selected markers of the systemic inflammatory response in patients with colorectal cancer. Br J Cancer. 2007;97(9):1266–70.
Millrud CR, Månsson Kvarnhammar A, Uddman R, et al. The activation pattern of blood leukocytes in head and neck squamous cell carcinoma is correlated to survival. PLoS One. 2012;7(12):e51120.
Dirican A, Kucukzeybek BB, Alacacioglu A, et al. Do the derived neutrophil to lymphocyte ratio and the neutrophil to lymphocyte ratio predict prognosis in breast cancer. Int J Clin Oncol. 2015;20(1):70–81.
Szkandera J, Gerger A, Liegl-Atzwanger B, 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(2):362–70.
Gary T, Pichler M, Belaj K, et al. Lymphocyte-to-monocyte ratio: a novel marker for critical limb ischemia in PAOD patients. Int J Clin Pract. 2014;68(12):1483–7.
Balta S, Ozturk C. The platelet-lymphocyte ratio: a simple, inexpensive and rapid prognostic marker for cardiovascular events. Platelets. 2014. doi:10.3109/09537104.2014.979340.
Supoken A, Kleebkaow P, Chumworathayi B, et al. Elevated preoperative platelet to lymphocyte ratio associated with decreased survival of women with ovarian clear cell carcinoma. Asian Pac J Cancer Prev. 2014;15(24):10831–6.
Stotz M, Szkandera J, Stojakovic T, et al. The lymphocyte to monocyte ratio in peripheral blood represents a novel prognostic marker in patients with pancreatic cancer. Clin Chem Lab Med. 2014. doi:10.1515/cclm-2014-0447.
Walsh SR, Cook EJ, Goulder F, et al. Neutrophil–lymphocyte ratio as a prognostic factor in colorectal cancer. J Surg Oncol. 2005;91:181–4.
Gomez D, Farid S, Malik HZ, et al. Preoperative neutrophil-to-lymphocyte ratio as a prognostic predictor after curative resection for hepatocellular carcinoma. World J Surg. 2008;32:1757–62.
Kusumanto YH, Dam WA, Hospers GA, et al. Platelets and granulocytes, in particular the neutrophils, form important compartments for circulating vascular endothelial growth factor. Angiogenesis. 2003;6:283–7.
Zhou SL, Dai Z, Zhou ZJ, et al. CXCL5 contributes to tumor metastasis and recurrence of intrahepatic cholangiocarcinoma by recruiting infiltrative intratumoral neutrophils. Carcinogenesis. 2014;35:597–605.
Spolverato G, Ejaz A, Kim Y, et al. Tumor size predicts vascular invasion and histologic grade among patients undergoing resection of intrahepatic cholangiocarcinoma. J Gastrointest Surg. 2014;18(7):1284–91.
Kuang DM, Zhao Q, Wu Y, et al. Peritumoral neutrophils link inflammatory response to disease progression by fostering angiogenesis in hepatocellular carcinoma. J Hepatol. 2011;54:948–55.
Acosta-Rodriguez EV, Rivino L, Geginat J, et al. Surface phenotype and antigenic specificity of human interleukin 17-producing T helper memory cells. Nat Immunol. 2007;8:639–46.
Kono H, Fujii H, Ogiku M, et al. Role of IL-17A in neutrophil recruitment and hepatic injury after warm ischemia-reperfusion mice. J Immunol. 2011;187:4818–25.
Baek JY, Hur W, Wang JS, et al. Selective COX-2 inhibitor, NS-398, suppresses cellular proliferation in human hepatocellular carcinoma cell lines via cell cycle arrest. World J Gastroenterol. 2007;13:1175–81.
Guba M, von Breitenbuch P, Steinbauer M, et al. Rapamycin inhibits primary and metastatic tumor growth by antiangiogenesis: involvement of vascular endothelial growth factor. Nat Med. 2002;8:128–35.
Maniecki MB, Etzerodt A, Ulhoi BP, et al. Tumor-promoting macrophages induce the expression of the macrophage-specific receptor CD163 in malignant cells. Int J Cancer. 2012;131:2320–31.
Varney ML, Olsen KJ, Mosley RL, et al. Monocyte/macrophage recruitment, activation and differentiation modulate interleukin-8 production: a paracrine role of tumor-associated macrophages in tumor angiogenesis. In Vivo. 2002;16:471–7.
Acknowledgments
This work was jointly supported by National Natural Science Funds of China (No. 81272724 and No. 81172277) and the National Basic Research Program of China (973 Program; 2011CB504001).
Conflicts of interest
None
Author information
Authors and Affiliations
Corresponding author
Additional information
Qing Chen, Liu-Xiao Yang and Xue-Dong Li contributed equally to this work.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Fig. S1
Comparison of overall survival rates in the low (<1.71) and high (≥1.71) dNLR groups. The 5-year overall survival rate was 41.6 % in low (<1.71) dNLR group, which was significantly higher compared with the high (≥1.71) dNLR group (30.9 %, P = 0.0093) (TIFF 16738 kb)
Fig. S2
Comparison of recurrence-free survival rates in the low (<1.71) and high (≥1.71) dNLR groups. The recurrence-free survival rate was significantly higher in the low dNLR group than in the high dNLR group (P = 0.0163) (TIFF 17436 kb)
Rights and permissions
About this article
Cite this article
Chen, Q., Yang, LX., Li, XD. et al. The elevated preoperative neutrophil-to-lymphocyte ratio predicts poor prognosis in intrahepatic cholangiocarcinoma patients undergoing hepatectomy. Tumor Biol. 36, 5283–5289 (2015). https://doi.org/10.1007/s13277-015-3188-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13277-015-3188-6