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Prognostic Impact of C-Reactive Protein-to-Lymphocyte Ratio in Non-small Cell Lung Cancer: A Propensity Score-Matching Analysis

  • Thoracic Oncology
  • Published:
Annals of Surgical Oncology Aims and scope Submit manuscript

Abstract

Background

Many inflammatory and nutritional markers have been used to predict prognosis in lung cancer. The C-reactive protein (CRP)-to-lymphocyte ratio (CLR) is a useful prognostic factor in various cancers. However, the prognostic value of preoperative CLR in patients with non-small cell lung cancer (NSCLC) remains to be established. We examined the significance of the CLR compared with known markers.

Methods

A total of 1380 surgically resected NSCLC patients treated at two centers were recruited and divided into derivation and validation cohorts. After CLRs were calculated, patients were classified into high and low CLR groups based on the cutoff value determined by receiver operating characteristics curve analysis. Subsequently, we determined the statistical associations of the CLR with clinicopathological factors and prognosis and further analyzed its prognostic impact by propensity-score matching.

Results

Of all the inflammatory markers examined, CLR yielded the highest area-under-the-curve value. The prognostic impact of CLR remained significant after propensity-score matching. Prognosis was significantly worse in the high-CLR group than in the low-CLR group (5-year, disease-free survival [DFS]: 58.1% vs. 81.9%, P < 0.001; 5-year overall survival [OS]: 72.1% vs. 91.2%, P < 0.001). The results were confirmed in the validation cohorts. Multivariable analysis also showed high CLR as an independent factor for both DFS and OS (DFS: hazard ratio [HR] 1.42, P = 0.027; OS: HR 1.95, P = 0.0037).

Conclusions

Preoperative CLR is a useful marker for predicting the prognosis of NSCLC patients who have undergone surgery.

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References

  1. Bray F, Ferlay J, Soerjomataram I, et al. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2018;68:394–424.

    Article  PubMed  Google Scholar 

  2. Ruiz-Cordero R, Devine WP. Targeted therapy and checkpoint immunotherapy in lung cancer. Surg Pathol Clin. 2020;13:17–33.

    Article  PubMed  Google Scholar 

  3. Murata M. Inflammation and cancer. Environ Health Prevent Med. 2018;23:1–8.

    Article  CAS  Google Scholar 

  4. Mandaliya H, Jones M, Oldmeadow C, et al. 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). Trans Lung Cancer Res. 2019;8:886–94.

    Article  Google Scholar 

  5. Ni XF, Wu J, Ji M, et al. Effect of C-reactive protein/albumin ratio on prognosis in advanced non–small-cell lung cancer. Asia-Pacific J Clin Oncol. 2018;14:402–9.

    Article  Google Scholar 

  6. Yılmaz A, Tekin SB, Bilici M, et al. The significance of controlling nutritional status (CONUT) score as a novel prognostic parameter in small cell lung cancer. Lung. 2020;198:695–704.

    Article  PubMed  Google Scholar 

  7. Fan Z, Luo G, Gong Y, et al. Prognostic value of the c-reactive protein/lymphocyte ratio in pancreatic cancer. Ann Surg Oncol. 2020;27:4017–25. https://doi.org/10.1245/s10434-020-08301-3.

    Article  PubMed  Google Scholar 

  8. Ou W, Zhou C, Zhu X, et al. Prognostic significance of preoperative lymphocyte-to-C-reactive protein ratio in patients with nonmetastatic colorectal cancer. Oncol Targets Ther. 2021;14:337–46.

    Article  Google Scholar 

  9. Iseda N, Itoh S, Yoshizumi T, et al. Lymphocyte-to-C-reactive protein ratio as a prognostic factor for hepatocellular carcinoma. Int J Clin Oncol. 2021;26:1890–900.

    Article  CAS  PubMed  Google Scholar 

  10. Goldstraw P, Crowley J, Chansky K, et al. The IASLC lung cancer staging project: proposals for the revision of the TNM stage groupings in the forthcoming (seventh) edition of the TNM classification of malignant tumours. J Thorac Oncol. 2007;2:706–14.

    Article  PubMed  Google Scholar 

  11. Travis WD, Brambilla E, Noguchi M, et al. International association for the study of lung cancer/american thoracic society/european respiratory society international multidisciplinary classification of lung adenocarcinoma. J Thorac Oncol. 2011;6(2):244–85.

    Article  PubMed  PubMed Central  Google Scholar 

  12. Strzelak A, Ratajczak A, Adamiec A, et al. Tobacco smoke induces and alters immune responses in the lung triggering inflammation, allergy, asthma and other lung diseases: a mechanistic review. Int J Environ Res Public Health. 2018. https://doi.org/10.3390/ijerph15051033.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Shaw AC, Goldstein DR, Montgomery RR. Age-dependent dysregulation of innate immunity. Nat Rev Immunol. 2013;13:875–87.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Galdiero MR, Marone G, Mantovani A. Cancer inflammation and cytokines. Cold Spring Harbor Perspect Biol. 2018. https://doi.org/10.1101/cshperspect.a028662.

    Article  Google Scholar 

  15. Alfaro C, Sanmamed MF, Rodríguez-Ruiz ME, et al. Interleukin-8 in cancer pathogenesis, treatment and follow-up. Cancer Treat Rev. 2017;60:24–31.

    Article  CAS  PubMed  Google Scholar 

  16. Slaats J, ten Oever J, van de Veerdonk FL, et al. IL-1β/IL-6/CRP and IL-18/ferritin: distinct inflammatory programs in infections. PLoS Path. 2016;12:1–13.

    Article  Google Scholar 

  17. Nishimura S, Manabe I, Nagasaki M, et al. CD8+ effector T cells contribute to macrophage recruitment and adipose tissue inflammation in obesity. Nat Med. 2009;15:914–20.

    Article  CAS  PubMed  Google Scholar 

  18. Lu Y, Jiang J, Ren C. The clinicopathological and prognostic value of the pretreatment neutrophil-to-lymphocyte ratio in small cell lung cancer: a meta-analysis. PLoS ONE. 2020;15(4):e0230979.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. Mandaliya H, Jones M, et al. 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). Trans Lung Cancer Res. 2019;8(6):886–94.

    Article  Google Scholar 

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Acknowledgment

The authors thank Sarah Ivins, PhD, and H. Nikki March, PhD, from Edanz (https://jp.edanz.com/ac) for editing a draft of this manuscript.

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Correspondence to Fumihiko Kinoshita MD, PhD.

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Supplementary file1 (DOCX 109 KB)

10434_2023_13250_MOESM2_ESM.tiff

Supplemental Figure 1. Patient flowchart. KUH, Kyushu University Hospital; KCC, National Hospital Organization Kyushu Cancer Center; NSCLC, non-small cell lung cancer; pStage, pathological stage (TIFF 858 KB)

10434_2023_13250_MOESM3_ESM.tiff

Supplemental Figure 2. Kaplan–Meier curves showing survival of the internal cohort. (A) Disease-free survival and (B) overall survival of high and low CLR groups (TIFF 858 KB)

10434_2023_13250_MOESM4_ESM.tiff

Supplemental Figure 3. Kaplan–Meier curves showing survival of the external cohort. (A) Disease-free survival and (B) overall survival of high and low CLR groups (TIFF 858 KB)

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Nagano, T., Kinoshita, F., Hashinokuchi, A. et al. Prognostic Impact of C-Reactive Protein-to-Lymphocyte Ratio in Non-small Cell Lung Cancer: A Propensity Score-Matching Analysis. Ann Surg Oncol 30, 3781–3788 (2023). https://doi.org/10.1245/s10434-023-13250-8

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  • DOI: https://doi.org/10.1245/s10434-023-13250-8

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