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Systemic immune-inflammation index, thymidine phosphorylase and survival of localized gastric cancer patients after curative resection

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Oncotarget. 2016; 7:44185-44193. https://doi.org/10.18632/oncotarget.9923

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Liu Huang, Shan Liu, Yu Lei, Kun Wang, Min Xu, Yaobing Chen, Bo Liu, Yangyang Chen, Qiang Fu, Peng Zhang, Kai Qin, Yixin Cai, Shengling Fu, Shuwang Ge and Xianglin Yuan _

Abstract

Liu Huang1, Shan Liu2, Yu Lei2, Kun Wang2, Min Xu1, Yaobing Chen3, Bo Liu1, Yangyang Chen1, Qiang Fu1, Peng Zhang1, Kai Qin1, Yixin Cai4, Shengling Fu4,*, Shuwang Ge5,*, Xianglin Yuan1,*

1Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, P.R. China

2The Second Clinical College, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, P.R. China

3Department of Pathology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, P.R. China

4Department of Thoracic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, P.R. China

5Department of Nephrology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, P.R. China

*These authors contributed equally to this work

Correspondence to:

Xianglin Yuan, email: [email protected]

Keywords: gastric cancer, systemic immune-inflammation index, thymidine phosphorylase, peripheral blood counts, survival

Received: February 24, 2016     Accepted: May 16, 2016     Published: June 8, 2016

ABSTRACT

Systemic immune-inflammation index (SII), based on lymphocyte (L), neutrophil (N), and platelet (P) counts, was recently developed and reflects comprehensively the balance of host inflammatory and immune status. We explored its prognostic value in localized gastric cancer (GC) after R0 resection and the potential associations with Thymidine phosphorylase (TYMP), which was reported to increase the migration and invasion of gastric cancer cells. A total of 455 GC patients who received D2 gastrectomy were enrolled. Blood samples were obtained within 1 week before surgery to measure SII (SII = P × N/L). TYMP expression was measured on tumor sections by immunohistochemical analysis. Preoperative high SII indicated worse prognosis (HR: 1.799; 95% CI: 1.174-2.757; p = 0.007) in multivariate analysis and was associated with higher pathological TNM stage, deeper local invasion of tumor and lymph node metastasis (all p < 0.001). SII predicted poor overall survival in pathological TNM stage I subgroup also (p < 0.001). Furthermore we found that in high SII group, positive rate of TYMP expression increased (53.7% vs 42.7%, p = 0.046) and TYMP positive patients had higher SII score (median 405.9 vs. 351.9, p = 0.026). SII, as a noninvasive and low cost prognostic marker, may be helpful to identify higher-risk patients after R0 resection, even for stage I GC patients.


INTRODUCTION

Incidence rates of gastric cancer (GC) are highest in Eastern Asia (particularly in Korea, Mongolia, Japan, and China) [1]. Over the past couple of decades, advances have been achieved in surgery, chemotherapy, biological targeted therapy and radiotherapy. However, the prognosis of GC patients is still unsatisfactory. The most recent trends in 5-year Relative Survival Rates from 2005 to 2011 were less than 30% [2]. Patients with localized or regional GC were supposed to be curable. However, in spite of “curative” resection, approximate 35%-70% patients died within 5 years according to SEER database (http://seer.cancer.gov/statfacts/html/stomach.html). Therefore, it is of important significance to identify high risk subpopulations of recurrence or metastasis for tailoring rational adjuvant treatments to them after operation.

Recurrence and metastasis is the major cause of GC treatment failure and death. Previous studies showed that the circulating tumor cells (CTCs), inflammatory and immune cells such as platelets, neutrophils, and lymphocytes in the bloodstream played an important role in GC metastasis [3]. Platelets may act as protective “cloaks” for CTCs, shielding them from immune destruction, protect CTCs from shear stresses during circulation, induce epithelial-mesenchymal transition [4], and assist tumor cell to metastatic sites [57]. Neutrophils can promote the development and progression of cancer by providing an adequate tumor microenvironment via secretion of cytokines and chemokines [8]. Lymphocytes play a crucial role in cancer immune surveillance and defense by inducing cytotoxic cell death and inhibiting tumor cell proliferation and migration [9].

Recently, a novel systemic immune-inflammation index (SII) based on lymphocyte, neutrophil, and platelet counts was developed and has proved to be a powerful prognostic indicator of poor outcome for hepatocellular carcinoma and SCLC patients [10, 11]. However, the prognostic value of the preoperative SII in GC patients is still unclear. Thymidine phosphorylase (TYMP), also known as platelet-derived endothelial cell growth factor, has a role in tumorigenesis, angiogenesis, increasing cancer cell invasion activity and promoting cancer metastasis [1214]. TYMP increases the migration and invasion of gastric cancer cells [13] and is associated with poorer survival rate [15, 16]. Blood platelets are one of the richest sources of TYMP. Was there any association between SII and TYMP? No relevant study has been done as far as we know. Here, we performed a large-scale retrospective cohort study to evaluate the prognostic value of SII in localized or regional GC patients after radical resection and investigate the associations of SII and TYMP expression.

RESULTS

Patient characteristics and their associations with overall survival (OS)

The clinicopathological characteristics and their associations with OS in 455 GC patients are summarized in Table 1. Stomach cancer rates are generally about twice as high in men as in women [1]. Similarly, in our cohort, 305 (67.0%) cases were males and 150 (33.0%) were females. Blood tests and TYMP expression in cancer tissues were not performed for 10 patients respectively; one patient neither had data of blood test nor TYMP expression. The median age was 56 years (range, 21-85). At the median follow-up of 655 days (range, 305-1017), 93 (20.4%) patients had died at last follow-up and the estimated mean OS was 831 days. Receiver operating characteristics (ROC) curve analysis determined the optimal cutoff value for SII was 571.28×109 and we set it as 572×109 to make it easier to be remembered (Table S1).

Table 1: The clinicopathological characteristics of patients and Kaplan-Meier analyses (log-rank test) of their predictive value on OS

n

%

OS (days)

No. of events

mean survival

95% CI

p-value

Age(y)

0.234

 ≤ 50

131

28.8

32

752.885

694.26

811.51

 > 50

324

71.2

61

844.22

806.634

881.805

 Median (range)

56(21-85)

Sex

0.625

 male

305

67.0

60

837.261

797.832

876.691

 female

150

33.0

33

772.708

720.629

824.787

Tumor differentiation

<0.001 (9.45E-05)

 G1

38

8.4

1

885.500

831.414

939.586

 G2

193

42.4

35

851.104

802.927

899.28

 G3

186

40.9

45

753.595

705.069

802.12

Mucinous adenocarcinoma

17

3.7

1

866.235

764.003

968.468

Signet ring cell carcinoma

21

4.6

11

565.178

410.578

719.778

Lauren classification

0.289

 intestinal type

335

73.6

66

837.305

799.707

874.903

 diffuse type

38

8.4

12

703.724

593.202

814.246

 mixed type

82

18.0

15

778.464

714.768

842.159

Tumor site

0.196

 Upper one-third/Cardia

69

15.2

19

772.059

685.282

858.836

 Middle one-third

178

39.1

30

864.453

816.441

912.465

 lower one-third

208

45.7

44

770.669

725.636

815.701

Pathological TNM stage

<0.001 (5.99E-11)

 StageI (IA/IB)

120

26.4

4

920.141

895.06

945.221

 StageII (IIA/IIB)

108

23.7

15

883.541

823.328

943.754

 StageIII (IIIA/IIIB/IIIC)

227

49.9

74

675.781

628.214

723.347

T stage

<0.001 (8.22E-07)

 T1

96

21.1

3

920.821

892.625

949.018

 T2

59

13.0

8

806.526

738.635

874.417

 T3

50

11.0

9

797.332

711.579

883.086

 T4

250

54.9

73

754.549

705.547

803.551

N stage

<0.001 (7.27E-12)

 N0

188

41.3

15

941.968

908.067

975.869

 N1

66

14.5

9

835.202

769.567

900.837

 N2

79

17.4

21

689.154

611.773

766.534

 N3

122

26.8

48

618.658

552.33

684.985

SII

<0.001 (5.01E-05)

 <572

335

75.3

55

868.166

833.559

902.773

 ≥572

110

24.7

36

635.978

571.650

700.306

OS, Overall survival; SII, systemic immune-inflammation index; CI, confidence interval.

The univariate cox analysis indicated that the significant prognostic factors were tumor differentiation, T stage, N stage, pathological tumor-nodes-metastasis (TNM) stage and SII, all with a p-value < 0.001 (Table 1). Neither platelet-lymphocyte ratio (PLR) nor neutrophil-lymphocyte ratio (NLR) was associated with OS (Table S2).

Table 2: Multivariate cox regression analyses of OS (enter, n = 445)

HR

95% CI

p-value

Pathological TNM stage

2.685

1.843-

3.910

<0.001 (2.63E-07)

Tumor differentiation

1.413

1.128-

1.770

0.003

SII

1.799

1.174-

2.757

0.007

OS, Overall survival; SII, systemic immune-inflammation index; CI, confidence interval; HR, Hazard ratios.

Multivariate cox proportional hazard analysis for OS

In the multivariate analysis, SII (HR: 1.799; 95% CI: 1.174-2.757; p = 0.007), together with pathological TNM stage (HR: 2.685; 95% CI: 1.843-3.910; p = 2.63E-07) and tumor differentiation (HR: 1.413; 95% CI: 1.128-1.770; p = 0.003) were identified to be the independent prognostic factors, after adjustment for other characteristics (Table 2). SII was significantly associated with OS in GC patients after D2 resection and the survival curves are presented in Figure 1A, p <0.001.

Prognostic significance of SII in GC patients undergoing R0 resection.

Figure 1: Prognostic significance of SII in GC patients undergoing R0 resection. Kaplan-Meier analysis of OS for the SII in all GC patients after curative resection A., in stage I B. and in stage II+III C. respectively.

Association of the SII with clinicopathological parameters

We found that patients with an SII ≥ 572 were more likely to have higher pathological TNM stage (p = 2.10E-06), deeper local invasion of tumor (p = 2.66E-05) and lymph node metastasis (p = 3.72E-05). Results are shown in Table 3.

Table 3: Correlations between SII and clinicopathological characteristics (n=445)

Variables

SII

p-value

<572

≥572

No. of patients

335

110

Age (y)

≤50

94

34

0.567

>50

241

76

Sex

Male

217

79

0.175

Female

118

31

Pathological TNM stage

StageI (IA and IB)

108

9

2.10E-06

StageII (IIA and IIB)

77

28

StageIII (IIIA and IIIB)

150

73

T stage

T1

87

7

2.66E-05

T2

46

10

T3

33

16

T4a

169

77

N stage

N0

157

27

2.15E-04

N1

47

18

N2

56

22

N3

75

43

Lymph node metastasis

no

157

27

3.72E-05

yes

178

83

Tumor differentiation

G1

33

4

0.227

G2

138

51

G3

135

48

Mucinous adenocarcinoma

13

2

Signet ring cell carcinoma

16

5

TYMP expression*

negative

188

50

0.046

positive

140

58

SII, systemic immune-inflammation index; TYMP, thymidine phosphorylase; *, TYMP expression and SII was avalible in 436 patients.

The prognostic significance of SII in patients with different TNM stage

We investigated the prognostic significance of the SII in GC patients with different TNM stage in greater detail. We found that the SII was significantly correlated with OS in different pathological TNM stage subgroup (Figure 1B and Figure 1C), even in the group of stage I (Figure 1B, p <0.001).

Correlation between the SII and TYMP expression

The correlation between preoperative SII score and TYMP expression was further investigated. GC patients with positive TYMP expression had higher SII score, the median SII was 405.9 vs. 351.9, p = 0.026 (Figure 2A). And, the TYMP positive rate was 42.7% (140/328) in the group of SII < 572 and 53.7% (58/108) in the group of SII ≥ 572 respectively, p = 0.046 (Table 3).

The prognostic significance of the SII in GC patients with different thymidine phosphorylase (TYMP) expression subgroups.

Figure 2: The prognostic significance of the SII in GC patients with different thymidine phosphorylase (TYMP) expression subgroups. The correlation between the SII and TYMP expression A., *, p = 0.026; Kaplan-Meier analysis of OS for the SII in TYMP negative B. and TYMP positive patients C.; Immunohistochemical staining for TYMP in cancer tissues (original magnification × 100). TYMP = 0, less than 10% of the cancer cells were TYMP-positive D.; TP = 1+, more than 10% but less than 50% of the cancer cells were TYMP-positive E.; TP = 2+, more than 50% of the cancer cells were TYMP-positive F.. TYMP = 0 was considered as TYMP negative while TYMP = 1+ or 2+ was considered as TYMP positive.

The prognostic significance of SII in GC patients with different TYMP expression

We divided all GC patients into two groups according to the expression status of TYMP in cancer tissues. The SII score significantly correlated with OS in both TYMP positive group (Figure 2C, p = 0.002) and TYMP negative group (Figure 2B, p = 0.023). Patients of high SII and with positive TYMP expression may have the worst survival (Figure S1, p = 0.040).

DISCUSSION

Several studies have analyzed the prognostic significance of peripheral blood values, such as neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR) and platelet counts in patients with localized or regional GC or colorectal cancer. However, the results were inconsistent [1726]. A novel immune-inflammation based prognostic score (SII), based on lymphocyte, neutrophil, and platelet counts, was shown to be an independent predictor of recurrence and survival for HCC patients [10, 27] and for SCLC patients [11]. SII, as a prognostic factor for poor survival, was considered to be superior to NLR and PLR, and was related to higher CTCs levels [10]. In our study, we confirmed the prognostic value of preoperative SII, as a noninvasive, low cost, easily assessable and reproducible prognostic parameter, in GC patients after R0 resection. We found that high preoperative SII indicated a worse prognosis and was associated with poor clinicopathological prognostic factors.

Several studies may give several explanations for our results: (1) Cytotoxic lymphocytes and other lymphocytes play a fundamental role in cell-mediated immunologic destruction of cancer cells [28]. Meanwhile, they can release several cytokines, such as IFN-γ and TNF-α, to promote tumor control and improve prognosis of cancer patients. (2) Neutrophils have a crucial role in the pathogenesis of a broad range of diseases, including cancer [29]. It can enhance the invasion, proliferation, and metastasis of cancer cells as well as aid them to evade immune surveillance [9]. (3) Platelet-derived signals recruit granulocytes and guide the formation of early metastatic niches, which are crucial for metastasis [30]. Tumor-associated platelets release ATP into the blood and facilitate tumor metastasis by relaxing endothelial barrier function [5]. Platelets have direct contact with tumor cells, synergistically activate the TGFbeta/Smad and NF-kappaB pathways in cancer cells, induce an epithelial-mesenchymal-like transition and promote metastasis [4]. Thus, an elevated SII, due to high levels of neutrophils and platelets while low level of lymphocytes, usually suggests a stronger inflammatory and a weaker immune response in patients. It may be associated with invasion and metastasis of cancer cells and hence lead to poor survival.

In the subgroup analysis, we furthermore found that, the prognostic significance of SII was duplicated in localized GC patients with different TYMP expression of cancer tissues and American Joint Committee on Cancer (AJCC) TNM classification. SII can even predict OS of stage I GC patients.

TYMP was proved to be an angiogenesis-promoting factor [31]. It plays an important role in angiogenesis and extracellular matrix remodeling and can thus stimulate tumor growth and metastasis [12]. High level of TYMP in cancer patients resulted in more aggressive cancer growth, higher incidence of vascular infiltration and metastasis and may thereby lead to unfavorable survival [12, 15, 16, 32]. We found that SII was positively associated with TYMP expression. It may partly explain why SII can influence cancer progression and survival.

According to our research, SII can predict poor survival of GC patients with stage I. It was meaningful because GC patients have poor outcomes. In spite of “curative” resection, 35%-70% localized GC patients died of recurrence and metastasis within 5 years. So far there were no suitable markers to predict recurrence or metastasis in early stage GC patients, SII, as a noninvasive, low cost, easy and reproducible prognostic marker, may be helpful to further identify higher-risk GC patients after R0 resection.

Suee Lee etc. previously reported that the normalization of neutrophil lymphocyte ratio and platelet lymphocyte ratio after FOLFOX chemotherapy was associated with longer OS in GC patients [33], thereby demonstrating that change of neutrophils, platelets and lymphocytes during anti-cancer therapy may also affect treatment outcomes. Granulocyte or macrophage colony stimulating factor (G/M-CSF) is now widely used during anti-cancer treatment processes and some of patients have even received them preventively. Our results may alarm us to avoid the overuse of G/M-CSF.

In conclusion, preoperative SII can predict OS of localized GC patients after R0 resection, even for those who are of stage I. For patients with higher SII (> 572) before surgery, it is more advisable to pay attention when making adjuvant treatment plans.

MATERIALS AND METHODS

Patient eligibility and study design

This study was approved by the Ethics Committee of Huazhong University of Science and Technology. From January 2013 to December 2014, a total of 455 consecutive GC patients who received D2 gastrectomy with R0 resection at Tongji hospital were enrolled. The seventh edition of the AJCC TNM staging classification for carcinoma of the stomach was used for tumor staging. Other eligibility criteria included histologically confirmed adenocarcinoma of the stomach; stage I to III depending on postoperative histological specimen. Potential prognostic factors were gathered, including age, sex, preoperative laboratory measurements, postoperative tumor characteristics etc.

Blood samples were obtained within 1 week before surgery to measure the neutrophil, lymphocyte, and platelet counts. Exclusion criteria included active infection or inflammatory disease within 1 month before blood test; metastasis accrued within 3 months after surgery; patients who received neoadjuvant chemotherapy or radiotherapy. Patients were followed up carefully after surgery at 6- to 12-month intervals. The last follow-up date was October 17, 2015. OS was calculated from the date of surgery to the date of death or last follow-up. SII = P × N/L, where P, N, and L were the preoperative absolute platelet, neutrophil, and lymphocyte counts, respectively [10]. Tumor differentiation was classified as G1, G2, G3 adenocarcinoma and signet ring cell carcinoma. Lauren classification was defined as intestinal type, diffuse type and mixed type.

Expression of TYMP in cancer tissues

Immunohistochemical analysis of TYMP was performed on formalin fixed, paraffin embedded tissue sections (4 μm) using a labeled streptavidin biotin method (LSAB kit; Zhongshanjinqiao Beijin). The concentration of the mouse anti-TYMP antibody was 100μg/mL; working dilution was 1:50. The second antibody was biotinylated rabbit anti-rat immunoglobulin (Zhongshanjinqiao Beijing). Tumor sections stained for TYMP were scored based on percentage of positive cells. The scale was 0: positive cells < 10% (Figure 2D), 1: positive cells 10%-50% (Figure 2E), 2: positive cells >50% (Figure 2F). Two researchers who had no knowledge of the patient’s clinicopathological factors evaluated the expression score. A third pathologist resolved the inconsistencies.

Statistical analysis

The univariate cox regression analyses were performed to evaluate the associations between SII, platelet-lymphocyte ratio (PLR), neutrophil-lymphocyte ratio (NLR), clinicopathological factors and OS. Only those variables that proved to be significant in the univariate analysis were included in the final multivariate cox regression model (enter). HR and their 95% CI were calculated as estimates of the correlations. Kaplan-Meier analysis and log-rank test were performed to estimate the distribution of OS and to compare the differences between survival curves. ROC analysis and the Youden index were performed to identify the optimal cutoff value of SII for OS (Table S1). Subsequently, the SII was stratified into < 572×109 or ≥ 572×109 for subsequent analysis. The Pearson Chi-square test or Fisher’s exact test were used to compare qualitative variables. Student’s t test or Mann Whitney test were performed to compare quantitative variables depending on the result of homogeneity of variance test, such as to compare SII level in patients with or without TYMP expression. A value of p < 0.05 was considered statistically significant in a two-tailed test. Statistical analysis was performed using SPSS 16.0 statistical software (SPSS Inc., Chicago, IL) and Graphpad Prism 6.

ACKNOWLEDGMENTS

We thank Sanpeng Xu for experimental assistance. We thank Vanisha Chummun from Dr A.G. Jeetoo Hospital, Port-Louis, Mauritius for her assistance with manuscript writing.

CONFLICTS OF INTEREST

The authors declare no conflicts of interest.

GRANT SUPPORT

This work was supported by The National Natural Science Funds No. 81202095, No. 81570667 and No. 81472921.

REFERENCES

1. Torre LA, Bray F, Siegel RL, Ferlay J, Lortet-Tieulent J, Jemal A. Global cancer statistics, 2012. CA Cancer J Clin. 2015; 65:87-108.

2. Siegel RL, Miller KD, Jemal A. Cancer statistics, 2016. CA Cancer J Clin. 2016; 66:7-30.

3. Wang S, Zheng G, Cheng B, Chen F, Wang Z, Chen Y, Wang Y, Xiong B. Circulating tumor cells (CTCs) detected by RT-PCR and its prognostic role in gastric cancer: a meta-analysis of published literature. PLoS One. 2014; 9:e99259.

4. Labelle M, Begum S, Hynes RO. Direct signaling between platelets and cancer cells induces an epithelial-mesenchymal-like transition and promotes metastasis. Cancer Cell. 2011; 20:576-590.

5. Stanger BZ, Kahn ML. Platelets and tumor cells: a new form of border control. Cancer Cell. 2013; 24:9-11.

6. Gil-Bernabe AM, Ferjancic S, Tlalka M, Zhao L, Allen PD, Im JH, Watson K, Hill SA, Amirkhosravi A, Francis JL, Pollard JW, Ruf W, Muschel RJ. Recruitment of monocytes/macrophages by tissue factor-mediated coagulation is essential for metastatic cell survival and premetastatic niche establishment in mice. Blood. 2012; 119:3164-3175.

7. Nash GF, Turner LF, Scully MF, Kakkar AK. Platelets and cancer. Lancet Oncol. 2002; 3:425-430.

8. Gregory AD, Houghton AM. Tumor-associated neutrophils: new targets for cancer therapy. Cancer Res. 2011; 71:2411-2416.

9. Mantovani A, Allavena P, Sica A, Balkwill F. Cancer-related inflammation. Nature. 2008; 454:436-444.

10. Hu B, Yang XR, Xu Y, Sun YF, Sun C, Guo W, Zhang X, Wang WM, Qiu SJ, Zhou J, Fan J. Systemic immune-inflammation index predicts prognosis of patients after curative resection for hepatocellular carcinoma. Clin Cancer Res. 2014; 20:6212-6222.

11. Hong X, Cui B, Wang M, Yang Z, Wang L, Xu Q. Systemic Immune-inflammation Index, Based on Platelet Counts and Neutrophil-Lymphocyte Ratio, Is Useful for Predicting Prognosis in Small Cell Lung Cancer. Tohoku J Exp Med. 2015; 236:297-304.

12. Bronckaers A, Gago F, Balzarini J, Liekens S. The dual role of thymidine phosphorylase in cancer development and chemotherapy. Med Res Rev. 2009; 29:903-953.

13. Yu EJ, Lee Y, Rha SY, Kim TS, Chung HC, Oh BK, Yang WI, Noh SH, Jeung HC. Angiogenic factor thymidine phosphorylase increases cancer cell invasion activity in patients with gastric adenocarcinoma. Molecular cancer research. 2008; 6:1554-1566.

14. Kakeji Y, Maehara Y, Shibahara K, Hasuda S, Oshiro T, Baba H, Kohnoe S, Sugimachi K. Heterogeneity and clinical role of thymidine phosphorylase activity in gastric cancer. Oncology reports. 1999; 6:1213-1216.

15. Kimura H, Konishi K, Kaji M, Maeda K, Yabushita K, Miwa A. Correlation between expression levels of thymidine phosphorylase (dThdPase) and clinical features in human gastric carcinoma. Hepato-gastroenterology. 2002; 49:882-886.

16. Zhang X, Zheng Z, Shin YK, Kim KY, Rha SY, Noh SH, Chung HC, Jeung HC. Angiogenic factor thymidine phosphorylase associates with angiogenesis and lymphangiogenesis in the intestinal-type gastric cancer. Pathology. 2014; 46:316-324.

17. Sasaki K, Kawai K, Tsuno NH, Sunami E, Kitayama J. Impact of Preoperative Thrombocytosis on the Survival of Patients with Primary Colorectal Cancer. World J Surg. 2011.

18. Ishizuka M, Nagata H, Takagi K, Iwasaki Y, Kubota K. Preoperative thrombocytosis is associated with survival after surgery for colorectal cancer. J Surg Oncol. 2012; 106:887-891.

19. Hwang SG, Kim KM, Cheong JH, Kim HI, An JY, Hyung WJ, Noh SH. Impact of pretreatment thrombocytosis on blood-borne metastasis and prognosis of gastric cancer. Eur J Surg Oncol. 2012; 38:562-567.

20. Kohne CH, Cunningham D, Di Costanzo F, Glimelius B, Blijham G, Aranda E, Scheithauer W, Rougier P, Palmer M, Wils J, Baron B, Pignatti F, Schoffski P, Micheel S, Hecker H. Clinical determinants of survival in patients with 5-fluorouracil-based treatment for metastatic colorectal cancer: results of a multivariate analysis of 3825 patients. Ann Oncol. 2002; 13:308-317.

21. Nyasavajjala SM, Runau F, Datta S, Annette H, Shaw AG, Lund JN. Is there a role for pre-operative thrombocytosis in the management of colorectal cancer? Int J Surg. 2010; 8:436-438.

22. Yuan D, Zhu K, Li K, Yan R, Jia Y, Dang C. The preoperative neutrophil-lymphocyte ratio predicts recurrence and survival among patients undergoing R0 resections of adenocarcinomas of the esophagogastric junction. J Surg Oncol. 2014; 110:333-340.

23. Liu X, Sun X, Liu J, Kong P, Chen S, Zhan Y, Xu D. Preoperative C-Reactive Protein/Albumin Ratio Predicts Prognosis of Patients after Curative Resection for Gastric Cancer. Transl Oncol. 2015; 8:339-345.

24. Jiang N, Deng JY, Liu Y, Ke B, Liu HG, Liang H. The role of preoperative neutrophil-lymphocyte and platelet-lymphocyte ratio in patients after radical resection for gastric cancer. Biomarkers. 2014; 19:444-451.

25. Aliustaoglu M, Bilici A, Ustaalioglu BB, Konya V, Gucun M, Seker M, Gumus M. The effect of peripheral blood values on prognosis of patients with locally advanced gastric cancer before treatment. Med Oncol. 2010; 27:1060-1065.

26. Wang DS, Ren C, Qiu MZ, Luo HY, Wang ZQ, Zhang DS, Wang FH, Li YH, Xu RH. Comparison of the prognostic value of various preoperative inflammation-based factors in patients with stage III gastric cancer. Tumour Biol. 2012; 33:749-756.

27. Yang Z, Zhang J, Lu Y, Xu Q, Tang B, Wang Q, Zhang W, Chen S, Lu L, Chen X. Aspartate aminotransferase-lymphocyte ratio index and systemic immune-inflammation index predict overall survival in HBV-related hepatocellular carcinoma patients after transcatheter arterial chemoembolization. Oncotarget. 2015; 6:43090-43098. doi: 10.18632/oncotarget.5719.

28. Ferrone C, Dranoff G. Dual roles for immunity in gastrointestinal cancers. J Clin Oncol. 2010; 28:4045-4051.

29. Mantovani A, Cassatella MA, Costantini C, Jaillon S. Neutrophils in the activation and regulation of innate and adaptive immunity. Nat Rev Immunol. 2011; 11:519-531.

30. Labelle M, Begum S, Hynes RO. Platelets guide the formation of early metastatic niches. Proc Natl Acad Sci U S A. 2014; 111:E3053-3061.

31. Miyadera K, Sumizawa T, Haraguchi M, Yoshida H, Konstanty W, Yamada Y, Akiyama S. Role of thymidine phosphorylase activity in the angiogenic effect of platelet derived endothelial cell growth factor/thymidine phosphorylase. Cancer Res. 1995; 55:1687-1690.

32. Kosaka T, Usami K, Ueshige N, Sugaya J, Nakano Y, Takashima S. Effects of thymidine phosphorylase levels in cancer, background mucosa, and regional lymph nodes on survival of advanced gastric cancer patients receiving postoperative fluoropyrimidine therapy. Oncology reports. 2004; 12:1279-1286.

33. Lee S, Oh SY, Kim SH, Lee JH, Kim MC, Kim KH, Kim HJ. Prognostic significance of neutrophil lymphocyte ratio and platelet lymphocyte ratio in advanced gastric cancer patients treated with FOLFOX chemotherapy. BMC Cancer. 2013; 13:350.


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