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The effect of platelet-to-lymphocyte ratıo (PLR) and glasgow prognostıc score (GPS) on recurrence, and survıval ın patıents undergoıng lobectomy for early-stage non-small cell lung cancer (NSCLC)

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Abstract

Tumor markers are indicators that can be used not only for cancer diagnosis but also for determining prognosis. Unfortunately, there is currently no tumor marker that reliably predicts the prognosis of lung cancer. In this study, we investigated the prognostic impact of the platelet-to-lymphocyte ratio (PLR) and Glasgow Prognostic Score (GPS), known as inflammation markers in peripheral blood, in patients who underwent resection for early-stage non-small cell lung cancer (NSCLC). We retrospectively analyzed the medical records of a total of 3300 patients who underwent surgery for NSCLC between 2010 and 2020. Among these patients, 250 met the inclusion criteria of lobectomy, pT1-T2N0 stage, and histology of adenocarcinoma or squamous cell carcinoma. Preoperative albumin, C-reactive protein (CRP), preoperative PLR, and postoperative 5th-day PLR values were determined from patient’s peripheral blood data. The impact of these values on postoperative recurrence and survival was investigated. GPS was calculated based on preoperative CRP and albumin values, and patients were divided into 3 groups: 0 (mild), 1 (moderate), and 2 (severe). The relationship between preoperative GPS and survival was analysed. Among the included patients, 155 (62%) had adenocarcinoma and 95 (38%) had squamous cell carcinoma. A total of 185 (74%) patients had pT1 tumors, while 65 (26%) had pT2 tumors. During the postoperative follow-up period, local recurrence was observed in 28 (11.2%) patients and distant metastasis in 51 (20.4%) patients. The overall mortality rate was 19.6%. The 5-year survival rates for pT1 and pT2 tumors were 80.4% and 72.5%, respectively. Significant associations were found between preoperative PLR, postoperative PLR, and recurrence (p = 0.005 and p = 0.011). The expected overall survival (OS) was 103.4 months in the mild GPS group, 91.8 months in the moderate GPS group, and 50 months in the severe GPS group. The relationship between GPS groups and OS was statistically significant (p = 0.005). Preoperative analysis of PLR and GPS may provide prognostic value in NSCLC patients who undergo surgical resection. Our study provides a rationale for further investigation of peripheral blood immune markers for prognostic purposes.

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All data generated or analysed during this study are included in this published article [and its supplementary information files].

References

  1. Greenberg PD, Mechanism of tumor immunology. In: Parslow TG, Stites DP, Terr Al, Imboden JB, editors. Medical Immunology. 10 th ed. New York: McGraw Hill, 2001. p.568-577

  2. Coussens LM, Werb Z (2002) Inflammation, and cancer. Nature 420:860–867

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Nikiteas NI, Tzanakis N, Gazouli M, Rallis G, Daniilidis K, ve ark Theodoropoulos G (2005) Serum IL-6, TNFalpha and CRP levels in Greek colorectal cancer patients: prognostic implications. World J Gastroenterol 11:1639–1643

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Gockel I, Direksen K, Messow CM, Junginger T (2006) Significance of preoperative C-reactive protein as a parameter of the perioperative course and long-term prognosis in squamous cell carcinoma and adenocarcinoma of the oesophagus. World J Gastroenterol 12:3746–3750

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Shiels MS, Pfeiffer RM, Hildesheim A, Engels EA, ve ark Kemp TJ, Park JH (2013) Circulating inflammation markers and prospective risk for lung cancer. J Natl Cancer Inst 105:1871–1880

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Grivennikov SI, Greten FR, Karin M (2010) Immunity, inflammation, and cancer. Cell 19(140):883–899

    Article  Google Scholar 

  7. Nøst TH et al (2021) Systemic inflammation markers and cancer incidence in the UK Biobank. Eur J Epidemiol 36(8):841–848

    Article  PubMed  PubMed Central  Google Scholar 

  8. Osugi J et al (2016) Prognostic impact of the high sensitivity modified Glasgow prognostic score in patients with resectable non-small cell lung cancer. J Cancer Rese Ther 12(2):945–951

    Article  CAS  Google Scholar 

  9. Wang E et al (2021) Prognostic significance of platelet lymphocyte ratio in patients with melanoma: a meta-analysis. Medicine 100(38):e27223

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Chandrasekaran D et al (2022) Preoperative neutrophil–lymphocyte ratio/platelet–lymphocyte ratio: a potential and economical marker for renal cell carcinoma. J Cancer Res Ther 18(6):1635–1639

    Article  PubMed  Google Scholar 

  11. Eberst G et al (2022) Prognostic value of CD4+ T lymphopenia in non-small cell lung cancer. BMC Cancer 22(1):529

    Article  PubMed  PubMed Central  Google Scholar 

  12. Venkatesulu BP et al (2022) A systematic review and meta-analysis of the impact of radiation-related lymphopenia on outcomes in pancreatic cancer. Future Oncol 18(15):1885–1895

    Article  CAS  PubMed  Google Scholar 

  13. Paul M, Pamela SO (2020) The roles of CD8+ T cell subsets in antitumor immunity. Trends Cell Biol 30(9):695–704

    Article  Google Scholar 

  14. Zikos TA, Donnenberg AD, Landreneau RJ, Luketich JD (2011) Donnenberg VS Lung T-cell subset composition at the time of surgical resection is a prognostic indicator in non-small cell lung cancer. Cancer Immunol Immunother 60:819–827

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Park J et al (2023) Microenvironment-driven metabolic adaptations guiding CD8+ T cell anti-tumor immunity. Immunity 56(1):32–42

    Article  CAS  PubMed  Google Scholar 

  16. Han J et al (2022) Role of CD4+ T, CD8+ T cells, and CD4+ T/CD8+ T cell ratio in gastric cancer and its clinical significance. Appl Bionics Biomech. https://doi.org/10.1155/2022/1094607

    Article  PubMed  PubMed Central  Google Scholar 

  17. Garcia P et al (2023) CD8+ T-cell density ıs an ındependent predictor of survival and response to adjuvant chemotherapy in stage III colon cancer. Appl Immunohistochem Mol Morphol 31(2):69–76

    Article  CAS  PubMed  Google Scholar 

  18. Gao Y et al (2017) Prognostic value of programmed death-1, programmed death-ligand 1, programmed death-ligand 2 expression, and CD8 (+) T cell density in primary tumors and metastatic lymph nodes from patients with stage T1–4N+ M0 gastric adenocarcinoma. Cancer Commun 36(1):1–14

    Article  Google Scholar 

  19. Platini H et al (2022) Neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio as prognostic markers for advanced non-small-cell lung cancer treated with immunotherapy: a systematic review and meta-analysis. Medicina 58(8):1069

    Article  PubMed  PubMed Central  Google Scholar 

  20. Cheng H et al (2022) Preoperative neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio are correlated with tumor–node–metastasis stages in patients with non-small cell lung cancer. J Cancer Res Ther 18(6):1666–1673

    Article  PubMed  Google Scholar 

  21. Jensen LS, Andersen AJ, Christiansen PM, Hokland P, Juhl CO, Madsen G, Mortensen J, Møller-Nielsen C, Hanberg-Sørensen HM (1992) Postoperative infection and natural killer cell function following blood transfusion in patients undergoing elective colorectal surgery. Br J Surg 79:513–516

    Article  CAS  PubMed  Google Scholar 

  22. Houbiers JGA, Brand A, van de Watering LMG, Hermans J, Verwey PJM, Bijnen AB, Pahlplatz P, Eeftinck Schattenkerk M, Wobbes TH, de Vries JE, Klementschitsch P, van de Maas AHM, van de Velde CJH (1994) Randomised controlled trial comparing transfusion of leukocyte-depleted or buffy-coat-depleted blood in surgery for colorectal cancer. Lancet 344:573–578

    Article  CAS  PubMed  Google Scholar 

  23. Pêgo-Fernandes PM et al (2021) The role of the surgeon in treating patients with lung cancer. An updating article. Sao Paulo Med J 139:293–300

    Article  PubMed  PubMed Central  Google Scholar 

  24. Hoy H, Lynch T, Beck M (2019) Surgical treatment of lung cancer. Critical Care Nursing Clin 31(3):303–313

    Google Scholar 

  25. Mun M et al (2018) Video-assisted thoracoscopic surgery lobectomy for non-small cell lung cancer. General Thorac Cardiovasc Surg 66:626–631

    Article  Google Scholar 

  26. Mandaliya H et al (2019) Prognostic biomarkers in stage IV non-small cell lung cancer (NSCLC): neutrophil to lymphocyte ratio (NLR), lymphocyte to monocyte ratio (LMR), platelet to lymphocyte ratio (PLR) and advanced lung cancer inflammation index (ALI). Transl Lung Cancer Res 8(6):886

    Article  PubMed  PubMed Central  Google Scholar 

  27. Liu J et al (2019) Systemic immune-inflammation index, neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio can predict clinical outcomes in patients with metastatic non-small-cell lung cancer treated with nivolumab. J Clin Lab Anal 33(8):e22964

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Drpa G et al (2020) Neutrophil-to-lymphocyte ratio can predict outcome in extensive-stage small cell lung cancer. Radiol Oncol 54(4):437–446

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  29. Ma A et al (2022) The clinical relevance of neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio in chronic obstructive pulmonary disease with lung cancer. Front Oncol 12:902955

    Article  PubMed  PubMed Central  Google Scholar 

  30. Kang J et al (2019) Neutrophil-to-lymphocyte ratio and risk of lung cancer mortality in a low-risk population: a cohort study. Int J Cancer 145(12):3267–3275

    Article  CAS  PubMed  Google Scholar 

  31. Evkan Öztürk A et al (2021) İleri evre akciğer kanserinde; Yaygın Kanser İnflamasyon İndeksi (ALI), serum nötrofil/lenfosit oranı (NLR), trombosit/lenfosit oranının (PLR) prognostik değeri. İzmir Göğüs Hastanesi Dergisi 35(3):134–139

    Google Scholar 

  32. Dirican N et al (2016) Hematolojik parametrelerin küçük hücreli akciğer kanserli hastalarda prognoz üzerine etkileri. Cukurova Med J 41(2):333–341

    Article  Google Scholar 

  33. Lohinai Z et al (2019) Neutrophil–lymphocyte ratio is prognostic in early stage resected small-cell lung cancer. PeerJ 7:e7232

    Article  PubMed  PubMed Central  Google Scholar 

  34. Wang J., Huawei L., Xu R. et al. The MLR, NLR, PLR and D-dimer are associated with clinical outcome in lung cancer patients treated with surgery. BMC Pulm Med. 2022. 22(1):104. 1–7

  35. Duran AO et al (2017) Evre 1–2 opere küçük hücreli dışı akciğer kanseri hastalarında nötrofil/lenfosit ve platelet/lenfosit oranlarının prognoz ile ilişkisi: tek merkez deneyimi. Anadolu Kliniği Tıp Bilimleri Dergisi 22(3):149–156

    Google Scholar 

  36. Zhang Y, Chen S, Chen H et al (2023) A comprehensive analysis glasgow prognostic score (GPS)/ the modified Glasgow Prognostic Score (mGPS) on immüne checkpoint inhibitor efficacy among patients with advenced cancer. Cancer Med 12:38–48

    Article  CAS  PubMed  Google Scholar 

  37. Bilgin B et al (2019) Albümin globulin oraninin küçük hücreli akciğer kanserinde prognostik önemi. Ankara Med J 19(4):729–735

    Article  Google Scholar 

  38. Kumbasar U (2018) Prognostic significance of the Glasgow prognostic score in patients undergoing pulmonary metastasectomy.". Uhod-Uluslararası Hematolojı-Onkolojı Dergısı. https://doi.org/10.4999/uhod.182921

    Article  Google Scholar 

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Correspondence to Bahar Agaoglu Sanli.

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Ethics committee of our hospital (2022/57-65) approved the protocol for the current study. All patients gave written informed consent for surgical treatment and were aware that all information could be used anonymously for scientific purposes only.

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All procedures followed were in accordance with the ethical standards of the responsible committee on human experimentation (institutional and national) and with the Helsinki Declaration of 1975, as revised in 2008. Informed consent was obtained from all participants.

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Agaoglu Sanli, B., Gulmez, B., Yazgan, S. et al. The effect of platelet-to-lymphocyte ratıo (PLR) and glasgow prognostıc score (GPS) on recurrence, and survıval ın patıents undergoıng lobectomy for early-stage non-small cell lung cancer (NSCLC). Updates Surg 76, 631–639 (2024). https://doi.org/10.1007/s13304-023-01669-3

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