Abstract
We examined the relationship between hematological parameters and clinicopathologic significance in metastatic or recurrent gastric cancer (MRGC) patients, and construct a prognostic index for MRGC patients. We retrospectively reviewed the medical records of 439 patients with MRGC. Tumor markers, inflammation-based markers such as mGPS (which combines CRP and albumin concentrations), NLR, PLR and other hematological parameters were observed in the study. CA125 was more frequently positive with peritoneal recurrence, and CEA was more frequently positive in patients with liver metastases. In the univariate analysis of survival, the following variables were associated with shorter overall survival (OS): male, previous pathology such as nerves invasion and vessel invasion, elevated CEA, CA72-4, CA125 and CA19-9, and inflammation-based variables such as Alb, CRP, mGPS, PLR, NLR, Hb, LDH, AchE and AKP. In the multivariate analysis, mGPS, CEA and CA125 were independent prognostic factors for OS. An exploration of the potential prognostic index model including the three independent factors was carried out, MSTs for the low-, moderate- and high-risk groups were 12, 10.5 and 5 months. Elevated serum CEA, CA125 and mGPS in patients with MRGC are independent negative predictor of prognosis. And the prognostic index was constructed to predict prognosis of MRGC patients more accurately.
Similar content being viewed by others
References
Redon R, Ishikawa S, Fitch KR, Feuk L, Perry GH, Andrews TD, Fiegler H, Shapero MH, Carson AR, Chen W, Cho EK, Dallaire S, Freeman JL, González JR, Gratacòs M, Huang J, Kalaitzopoulos D, Komura D, MacDonald JR, Marshall CR, Mei R, Montgomery L, Nishimura K, Okamura K, Shen F, Somerville MJ, Tchinda J, Valsesia A, Woodwark C, Yang F, Zhang J, Zerjal T, Zhang J, Armengol L, Conrad DF. Global variation in copy number in the human genome. Nature. 2006;444(7118):444–54.
Lim ST, Hee SW, Quek R, Lim LC, Yap SP, Loong EL, Sng I, Tan LH, Ang MK, Ngeow J, Tham CK, Ngo L, Tan MH, Tao M. Comparative analysis of extra-nodal NK/T-cell lymphoma and peripheral T-cell lymphoma: significant differences in clinical characteristics and prognosis. Eur J Haematol. 2008;80(1):55–60.
Ueda K, Iwahashi M, Nakamori M, Nakamura M, Matsuura I, Yamaue H, Tanimura H. Carcinoembryonic antigen-specific suicide gene therapy of cytosine deaminase/5-fluorocytosine enhanced by the cre/loxP system in the orthotopic gastric carcinoma model. Cancer Res. 2001;61(16):6158–62.
Yamao T, Kai S, Kazami A, Koizumi K, Handa T, Takemoto N, Maruyama M. Tumor markers CEA, CA19-9 and CA125 in monitoring of response to systemic chemotherapy inpatients with advanced gastric cancer. Jpn J Clin Oncol. 1999;29(11):550–5.
Cetin B, Atalay C, Aslan S, Babacan B, Hatipoğlu C, Akinci M, Cetin A. Peritoneal carcinoembryonic antigen level for predicting locoregional and distant spread of gastric cancer. Surg Today. 2005;35(11):919–24.
Del Villano BC, Brennan S, Brock P, Bucher C, Liu V, McClure M, Rake B, Space S, Westrick B, Schoemaker H, Zurawski VR Jr. Radioimmunometric assay for a monoclonal antibody-defined tumor marker, CA 19-9. Clin Chem. 1983;29(3):549–52.
Ychou M, Duffour J, Kramar A, Gourgou S, Grenier J. Clinical significance and prognostic value of CA72-4 compared with CEA and CA19-9 in patients with gastric cancer. Dis Markers. 2000;16(3–4):105–10.
Chen XZ, Zhang WK, Yang K, Wang LL, Liu J, Wang L, Hu JK, Zhang B, Chen ZX, Chen JP, Zhou ZG, Mo XM. Correlation between serum CA72-4 and gastric cancer: multiple analyses based on Chinese population. Mol Biol Rep. 2012;39(9):9031–9.
Lai IR, Lee WJ, Huang MT, Lin HH. Comparison of serum CA72-4, CEA, TPA, CA19-9 and CA125 levels in gastric cancer patients and correlation with recurrence. Hepatogastroenterology. 2002;49(46):1157–60.
Haglund C, Kuusela P, Roberts P, Jalanko H. Tumour marker CA 125 in patients with digestive tract malignancies. Scand J Clin Lab Invest. 1991;51(3):265–70.
Emoto S, Ishigami H, Yamashita H, Yamaguchi H, Kaisaki S, Kitayama J. Clinical significance of CA125 and CA72-4 in gastric cancer with peritoneal dissemination. Gastric Cancer. 2011;15(2):154–61.
Fox P, Hudson M, Brown C, Lord S, Gebski V, De Souza P, Lee CK. Markers of systemic inflammation predict survival in patients with advanced renal cell cancer. Br J Cancer. 2013;109(1):147–53.
McMillan DC. The systemic inflammation-based Glasgow Prognostic Score: a decade of experience in patients with cancer. Cancer Treat Rev. 2013;39(5):534–40.
Yamanaka T, Matsumoto S, Teramukai S, Ishiwata R, Nagai Y, Fukushima M. The baseline ratio of neutrophils to lymphocytes is associated with patient prognosis in advanced gastric cancer. Oncology. 2007;73(3–4):215–20.
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. doi:10.1186/1471-2407-13-350.
Smith RA, Ghaneh P, Sutton R, Raraty M, Campbell F, Neoptolemos JP. Prognosis of resected ampullary adenocarcinoma by preoperative serum CA19-9 levels and platelet–lymphocyte ratio. J Gastrointest Surg Off J Soc Surg Aliment Tract. 2008;12(8):1422–8.
Jackson C, Cunningham D, Oliveira J, Group EGW. Gastric cancer: ESMO clinical recommendations for diagnosis, treatment and follow-up. Ann Oncol. 2009;20(Suppl 4):34–6.
Ucar E, Semerci E, Ustun H, Yetim T, Huzmeli C, Gullu M. Prognostic value of preoperative CEA, CA 19-9, CA 72-4, and AFP levels in gastric cancer. Adv Ther. 2008;25(10):1075–84.
Victorzon M, Haglund C, Lundin J, Roberts PJ. A prognostic value of CA 19-9 but not of CEA in patients with gastric cancer. Eur J Surg Oncol. 1995;21(4):379–84.
Gaspar MJ, Arribas I, Coca MC, Díez-Alonso M. Prognostic value of carcinoembryonic antigen, CA 19-9 and CA 72-4 in gastric carcinoma. Tumour Biol. 2001;22(5):318–22.
Marrelli D, Roviello F, DeStefano A, Farnetani M, Garosi L, Messano A, Pinto E. Prognostic significance of CEA, CA 19-9 and CA 72-4 preoperative serum levels in gastric carcinoma. Oncology. 1999;57(1):55–62.
Marrelli D, Pinto E, De Stefano A, Farnetani M, Garosi L, Roviello F. Clinical utility of CEA, CA 19-9, and CA 72-4 in the follow-up of patients with resectable gastric cancer. Am J Surg. 2001;181(1):16–19.
Mantovani A, Allavena P, Sica A, Balkwill F. Cancer-related inflammation. Nature. 2008;454(7203):436–44.
Cho H, Hur HW, Kim SW, Kim SH, Kim JH, Kim YT, Lee K. Pre-treatment neutrophil to lymphocyte ratio is elevated in epithelial ovarian cancer and predicts survival after treatment. Cancer Immunol Immunother CII. 2009;58(1):15–23.
Liao W, Zhang J, Zhu Q, Qin L, Yao W, Lei B, Shi W, Yuan S, Tahir SA, Jin J, He S. Preoperative neutrophil-to-lymphocyte ratio as a new prognostic marker in hepatocellular carcinoma after curative resection. Transl Oncol. 2014;7(2):248–55.
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.
Porrata LF, Ristow K, Habermann T, Inwards DJ, Micallef IN, Markovic SN. Predicting survival for diffuse large B-cell lymphoma patients using baseline neutrophil/lymphocyte ratio. Am J Hematol. 2000;85(11):896–9. doi:10.1002/ajh.21849.
Hirashima M, Higuchi S, Sakamoto K, Nishiyama T, Okada H. The ratio of neutrophils to lymphocytes and the phenotypes of neutrophils in patients with earlygastric cancer. J Cancer Res Clin Oncol. 1998;124(6):329–34.
Liu H, Du X, Sun P, Xiao C, Xu Y, Li R. Preoperative platelet–lymphocyte ratio is an independent prognostic factor for resectable colorectal cancer. Nan Fang Yi Ke Da Xue Xue Bao J South Med Univ. 2013;33(1):70–3.
Kwon HC, Kim SH, Oh SY, Lee S, Lee JH, Choi HJ, Park KJ, Roh MS, Kim SG, Kim HJ, Lee JH. Clinical significance of preoperative neutrophil–lymphocyte versus platelet–lymphocyte ratio in patients with operable colorectal cancer. Biomark Biochem Indic Expo Response, Susceptibility Chem. 2012;17(3):216–22.
Proctor MJ, Morrison DS, Talwar D, Balmer SM, Fletcher CD, O’Reilly DSJ, Foulis AK, Horgan PG, McMillan DC. A comparison of inflammation-based prognostic scores in patients with cancer. A Glasgow Inflammation Outcome Study (Oxford, England: 1990). Eur J Cancer. 2011;47(17):2633–41.
Crumley AB, McMillan DC, McKernan M, McDonald AC, Stuart RC. Evaluation of an inflammation-based prognostic score in patients with inoperable gastro-oesophageal cancer. Br J Cancer. 2006;94(5):637–41.
Proctor MJ, Morrison DS, Talwar D, Balmer SM, O’Reilly DSJ, Foulis AK, Horgan PG, McMillan DC. 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.
Proctor MJ, Morrison DS, Talwar D, Balmer SM, Fletcher CD, O’Reilly DS, Foulis AK, Horgan PG, McMillan DC. A comparison of inflammation-based prognostic scores in patients with cancer. A Glasgow Inflammation Outcome Study. Eur J Cancer. 2011;47(17):2633–41.
Xia WX, Ye YF, Lu X, Wang L, Ke LR, Zhang HB, Roycik MD, Yang J, Shi JL, Cao KJ, Guo X, Xiang YQ: The impact of baseline serum C-reactive protein and C-reactive protein kinetics on the prognosis of metastatic nasopharyngeal carcinoma patients treated with palliative chemotherapy.(2013) PLoS One; 8(10):e76958. doi:10.1371/journal.pone.0076958. eCollection 2013.
Baba H, Kuwabara K, Ishiguro T, Hatano S, Matsuzawa T, Fukuchi M, Kumagai Y, Ishibashi K, Mochiki E, Ishida H. C-reactive protein as a significant prognostic factor for stage IV gastric cancer patients. Anticancer Res. 2013;33(12):5591–5.
Acknowledgments
This work was funded by grants from the National Natural Science Foundation of China (Grant No. 81000980, 81220108023, 81370064), Jiangsu Provincial Program of Medical Science (BL2012001) and the distinguished young investigator project of Nanjing (JQX12002).
Conflict of interest
The authors declare that they have no conflict of interest.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Wang, Q., Yang, Y., Zhang, Yp. et al. Prognostic value of carbohydrate tumor markers and inflammation-based markers in metastatic or recurrent gastric cancer. Med Oncol 31, 289 (2014). https://doi.org/10.1007/s12032-014-0289-9
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s12032-014-0289-9