Cited by 80Inflammatory Biomarkers in Disease PrognosisTesticular diseases and treatmentsLung Cancer Research Studies

Systemic inflammatory markers have independent prognostic value in patients with metastatic testicular germ cell tumours undergoing first-line chemotherapy

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Fankhauser, Christian Daniel, Sander, Sophia, Roth, Lisa, Gross, Oliver, Eberli, Daniel, Sulser, Tullio, Seifert, Burkhardt, Beyer, Joerg +1 more·2018·British Journal of Cancer

Abstract

BACKGROUND: The prognostic utility of systemic inflammatory markers has so far not been investigated in patients with metastatic testicular germ cell tumours (GCTs). METHODS: International Germ Cell Cancer Cooperative Group (IGCCCG) risk groups and blood-based systemic inflammatory markers (haemoglobin, leukocytes, platelets (P), neutrophils (N), lymphocytes (L), C-reactive protein (CRP) and albumin) of 146 patients undergoing first-line chemotherapy for GCT were retrieved. In addition, N to L ratio (NLR), P to L ratio and the systemic immune-inflammation index (SII=N × P/L) were calculated. The prognostic ability of these markers for overall survival (OS) were assessed using regression analyses and Kaplan-Meier curves with log-rank tests. RESULTS: In univariate Cox regression, low haemoglobin and albumin as well as high leukocytes, N, NLR, SII and CRP were associated with a shorter OS. In multivariable Cox regression analyses, high leukocyte (hazard ratio (HR) 1.274 (95% confidence interval (CI) 1.057-1.535); P=0.011) and N count (1.470 (1.092-1.980); P=0.011), higher NLR (84.5 (2.2-3193.4); P=0.017) and SII (12.15 (1.17-126.26); P=0.037) remained independent prognostic predictors for OS besides the IGCCCG risk groups. CONCLUSIONS: Systemic inflammatory markers might have prognostic utility for patients with metastatic GCT. The planned IGCCCG update could be an opportunity to test these markers in a larger data set.

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  • Various studies reported significant differences between NLR, LMR, and SII in early and advanced stage GCTs.

    “Various studies reported that there were significant differences between neutrophil-to-lymphocyte ratio (NLR), lymphocyte-to-monocyte ratio (LMR) and systemic inflammation index (SII), in early and advanced stage GCTs [31,32,33,34,35].”

    From The Immune Landscape and Immunotherapeutic Strategies in Platinum-Refractory Testicular Germ Cell Tumors (2024) · cites this paper as [33]

    The Methods and Results describe NLR and SII in patients receiving first-line chemotherapy for metastatic GCT and report significant associations with survival. They do not compare early- and advanced-stage GCTs or report LMR, so they do not support the claimed stage differences across all three markers. The available passages have no page numbers. (LLM, conf=0.84)

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  • SII and other systemic inflammatory markers are independent prognostic predictors for OS in addition to IGCCCG risk group classification.

    “SII and the other systemic inflammatory markers were characterized as independent prognostic predictors for OS in addition to the IGCCCG risk group classification [33].”

    From The Immune Landscape and Immunotherapeutic Strategies in Platinum-Refractory Testicular Germ Cell Tumors (2024) · cites this paper as [33]

    The Results report that SII, NLR, leukocyte count and neutrophil count independently predicted overall survival alongside IGCCCG risk groups. But “the other systemic inflammatory markers” is too broad: the same section says haemoglobin, CRP and albumin were not confirmed as independent prognostic variables. The analyses tested each marker separately. (LLM, conf=0.86)

    Experimental — accuracy not yet measured

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Research works printed but not linked: 33

  1. Al Murri AM, Bartlett JM, Canney PA, Doughty JC, Wilson C, McMillan DC (2006) Evaluation of an inflammation-based prognostic score (GPS) in patients with metastatic breast cancer. Br J Cancer 94(2): 227–230. 16404432 PMC2361117
  2. Azab B, Bhatt VR, Phookan J, Murukutla S, Kohn N, Terjanian T, Widmann WD (2012) Usefulness of the neutrophil-to-lymphocyte ratio in predicting short- and long-term mortality in breast cancer patients. Ann Surg Oncol 19(1): 217–224. 21638095
  3. Bhindi B, Hermanns T, Wei Y, Yu J, Richard PO, Wettstein MS, Templeton A, Li K, Sridhar SS, Jewett MA, Fleshner NE, Zlotta AR, Kulkarni GS (2016) Identification of the best complete blood count-based predictors for bladder cancer outcomes in patients undergoing radical cystectomy. Br J Cancer 114(2): 207–212. 26657651 PMC4815810
  4. Chung P, Daugaard G, Tyldesley S, Atenafu EG, Panzarella T, Kollmannsberger C, Warde P (2015) Evaluation of a prognostic model for risk of relapse in stage I seminoma surveillance. Cancer Med 4(1): 155–160. 25236854 PMC4312129
  5. Dai J, Tang K, Xiao W, Yu G, Zeng J, Li W, Zhang YQ, Xu H, Chen ZQ, Ye ZQ (2014) Prognostic significance of C-reactive protein in urological cancers: a systematic review and meta-analysis. Asian Pac J Cancer Prev 15(8): 3369–3375. 24870724
  6. Daugaard G, Gundgaard MG, Mortensen MS, Agerbaek M, Holm NV, Rorth M, von der Maase H, Christensen IJ, Lauritsen J (2014) Surveillance for stage I nonseminoma testicular cancer: outcomes and long-term follow-up in a population-based cohort. J Clin Oncol 32(34): 3817–3823. 25267754
  7. DeSantis CE, Lin CC, Mariotto AB, Siegel RL, Stein KD, Kramer JL, Alteri R, Robbins AS, Jemal A (2014) Cancer treatment and survivorship statistics, 2014. CA Cancer J Clin 64(4): 252–271. 24890451
  8. Emerson RE, Ulbright TM (2007) Morphological approach to tumours of the testis and paratestis. J Clin Pathol 60(8): 866–880. 17307866 PMC1994505
  9. Forrest LM, McMillan DC, McArdle CS, Angerson WJ, Dunlop DJ (2003) Evaluation of cumulative prognostic scores based on the systemic inflammatory response in patients with inoperable non-small-cell lung cancer. Br J Cancer 89(6): 1028–1030. 12966420 PMC2376960
  10. Gandaglia G, Becker A, Trinh Q-D, Abdollah F, Schiffmann J, Roghmann F, Tian Z, Montorsi F, Briganti A, Karakiewicz PI, Sun M (2014) Long-term survival in patients with germ cell testicular cancer: a population-based competing-risks regression analysis. Eur J Surg Oncol 40(1): 103–112. 24099755
  11. Grimm T, Buchner A, Schneevoigt B, Kretschmer A, Apfelbeck M, Grabbert M, Jokisch JF, Stief CG, Karl A (2016) Impact of preoperative haemoglobin and CRP levels on cancer-specific survival in patients undergoing radical cystectomy for transitional cell carcinoma of the bladder: results of a single-center study. World J Urol 34(5): 703–708. 26376992
  12. Grivennikov SI, Greten FR, Karin M (2010) Immunity, inflammation, and cancer. Cell 140(6): 883–899. 20303878 PMC2866629
  13. Grivennikov SI, Karin M (2010) Inflammation and oncogenesis: a vicious connection. Curr Opin Genet Dev 20(1): 65–71. 20036794 PMC2821983
  14. Hamai Y, Hihara J, Taomoto J, Yamakita I, Ibuki Y, Okada M (2014) Haemoglobin level influences tumor response and survival after neoadjuvant chemoradiotherapy for esophageal squamous cell carcinoma. World J Surg 38(8): 2046–2051. 24615604
  15. Hanahan D, Weinberg RA (2011) Hallmarks of cancer: the next generation. Cell 144(5): 646–674. 21376230
  16. Hermanns T, Bhindi B, Wei Y, Yu J, Noon AP, Richard PO, Bhatt JR, Almatar A, Jewett MA, Fleshner NE, Zlotta AR, Templeton AJ, Kulkarni GS (2014) 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 111(3): 444–451. 24918819 PMC4119979
  17. Hu B, Yang X-R, Xu Y, Sun Y-F, Sun C, Guo W, Zhang X, Wang W-M, Qiu S-J, Zhou J, Fan J (2014) Systemic immune-inflammation index predicts prognosis of patients after curative resection for hepatocellular carcinoma. Clin Cancer Res 20(23): 6212–6222. 25271081
  18. Huang J, Baum Y, Alemozaffar M, Ogan K, Harris W, Kucuk O, Master VA (2015) C-reactive protein in urologic cancers. Mol Aspects Med 45: 28–36. 25936279
  19. International-Germ-Cell-Cancer-Collaborative-Group (1997) International Germ Cell Consensus Classification: a prognostic factor-based staging system for metastatic germ cell cancers. International Germ Cell Cancer Collaborative Group. J Clin Oncol 15(2): 594–603. 9053482
  20. Ishizuka M, Nagata H, Takagi K, Iwasaki Y, Kubota K (2013) Combination of platelet count and neutrophil to lymphocyte ratio is a useful predictor of postoperative survival in patients with colorectal cancer. Br J Cancer 109(2): 401–407. 23820256 PMC3721384
  21. Lippitz BE (2013) Cytokine patterns in patients with cancer: a systematic review. Lancet Oncol 14(6): e218–e228. 23639322
  22. Lolli C, Basso U, Derosa L, Scarpi E, Sava T, Santoni M, Crabb SJ, Massari F, Aieta M, Conteduca V, Maruzzo M, La Russa F, Wheater M, Berardi R, Galli L, De Giorgi U (2016) Systemic immune-inflammation index predicts the clinical outcome in patients with metastatic renal cell cancer treated with sunitinib. Oncotarget 7(34): 54564–54571. 27409344 PMC5342364
  23. Manegold C (1998) The causes and prognostic significance of low haemoglobin levels in tumor patients. Strahlenther Onkol 174(Suppl 4): 17–19. 9879342
  24. McMillan DC, Crozier JE, Canna K, Angerson WJ, McArdle CS (2007) Evaluation of an inflammation-based prognostic score (GPS) in patients undergoing resection for colon and rectal cancer. Int J Colorectal Dis 22(8): 881–886. 17245566
  25. Ohsugi Y (2007) Recent advances in immunopathophysiology of interleukin-6: an innovative therapeutic drug, tocilizumab (recombinant humanized anti-human interleukin-6 receptor antibody), unveils the mysterious etiology of immune-mediated inflammatory diseases. Biol Pharm Bull 30(11): 2001–2006. 17978466
  26. Saito K, Kihara K (2013) Role of C-reactive protein in urological cancers: a useful biomarker for predicting outcomes. Int J Urol 20(2): 161–171. 22897628
  27. Sarraf KM, Belcher E, Raevsky E, Nicholson AG, Goldstraw P, Lim E (2009) Neutrophil/lymphocyte ratio and its association with survival after complete resection in non-small cell lung cancer. J Thorac Cardiovasc Surg 137(2): 425–428. 19185164
  28. Shrotriya S, Walsh D, Bennani-Baiti N, Thomas S, Lorton C (2015) C-reactive protein is an important biomarker for prognosis tumor recurrence and treatment response in adult solid tumors: a systematic review. PLoS ONE 10(12): e0143080. 26717416 PMC4705106
  29. Siegel RL, Miller KD, Jemal A (2017) Cancer statistics, 2017. CA Cancer J Clin 67(1): 7–30. 28055103
  30. Templeton AJ, Ace O, McNamara MG, Al-Mubarak M, Vera-Badillo FE, Hermanns T, Seruga B, Ocana A, Tannock IF, Amir E (2014a) Prognostic role of platelet to lymphocyte ratio in solid tumors: a systematic review and meta-analysis. Cancer Epidemiol Biomarkers Prev 23(7): 1204–1212. 24793958
  31. Templeton AJ, McNamara MG, Šeruga B, Vera-Badillo FE, Aneja P, Ocaña A, Leibowitz-Amit R, Sonpavde G, Knox JJ, Tran B, Tannock IF, Amir E (2014b) Prognostic role of neutrophil-to-lymphocyte ratio in solid tumors: a systematic review and meta-analysis. J Natl Cancer Inst 106(6): dju124. 24875653
  32. Yamanaka T, Matsumoto S, Teramukai S, Ishiwata R, Nagai Y, Fukushima M (2007) The baseline ratio of neutrophils to lymphocytes is associated with patient prognosis in advanced gastric cancer. Oncology 73(3-4): 215–220. 18424885
  33. Youden WJ (1950) Index for rating diagnostic tests. Cancer 3(1): 32–35. 15405679

Cited by

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Authors
Fankhauser, C. D., Sander, S., Roth, L., Gross, O., Eberli, D., Sulser, T., Seifert, B., Beyer, J., & Hermanns, T.
Affiliations
University of Zurich (CH)
Corresponding author
Beyer, Joerg
Venue
British Journal of Cancer
Published
2018-02-27
Volume
118
Issue
6
Pages
825-830
ISSN
  • 0007-0920 (ISSN-L)
  • 1532-1827
OpenAlex
W2790603075
Cited by
80
References
0
Citations by year
2026: 3 · 2025: 2 · 2024: 9 · 2023: 11 · 2022: 16 · 2021: 5 · 2020: 21 · 2019: 5 · 2018: 7
FWCI
3.57
Type
journal article
Language
en
Open access
Locations
  • British Journal of Cancer (publishedVersion, cc-by-nc-sa)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by-nc-sa)
  • PubMed Central (publishedVersion, cc-by-nc-sa)
  • PubMed (publishedVersion)
  • Zurich Open Repository and Archive (University of Zurich) (acceptedVersion, cc-by-nc-sa)
  • Bern Open Repository and Information System (University of Bern) (submittedVersion, cc-by-nc-sa)
  • Zurich Open Repository and Archive (University of Zurich) (submittedVersion, cc-by-nc-sa)
  • Zurich Open Repository and Archive (University of Zurich)
Topics
  • Health Sciences › Medicine › Oncology › Inflammatory Biomarkers in Disease Prognosis
  • Health Sciences › Medicine › Surgery › Testicular diseases and treatments
  • Health Sciences › Medicine › Oncology › Lung Cancer Research Studies
Keywords
systemic inflammatory markers, prognostic factors, overall survival, first-line chemotherapy, neutrophil-to-lymphocyte ratio, systemic immune-inflammation index, C-reactive protein, hemoglobin, albumin, leukocytes, platelets
MeSH terms
Progression-Free Survival, Adolescent, Adult, Aged, Blood Platelets, Humans, Immunohistochemistry, Inflammation, Lymphocytes, Male, Middle Aged, Neoplasms, Germ Cell and Embryonal, Neutrophils, Prognosis, Retrospective Studies, Testicular Neoplasms, Cohort Studies, Tissue Array Analysis, Kaplan-Meier Estimate, Young Adult, Translational Research, Biomedical

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