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Comparative Study
. 2024 Nov 1;60(11):1792.
doi: 10.3390/medicina60111792.

Comparison of Prognostic Values of Seven Immune Indexes in Advanced Non-Small-Cell Lung Cancer Treated with Nivolumab: How Effective Can They Be Regarding Our Treatment Decisions?

Affiliations
Comparative Study

Comparison of Prognostic Values of Seven Immune Indexes in Advanced Non-Small-Cell Lung Cancer Treated with Nivolumab: How Effective Can They Be Regarding Our Treatment Decisions?

Arife Ulas et al. Medicina (Kaunas). .

Abstract

Background and Objectives: In this study, we evaluated the impact of seven immune indexes on treatment response and survival outcomes in advanced non-small-cell lung cancer (NSCLC) patients receiving second-line and subsequent nivolumab treatment under real-life conditions. Materials and Methods: The pan-immune inflammation value (PIV), systemic immune inflammation value (SII), neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), monocyte-to-lymphocyte ratio (MLR), derived neutrophil-to-lymphocyte ratio (d-NLR), and prognostic nutritional index (PNI) were calculated. All immune indexes were classified as low and high based on cut-off values. Kaplan-Meier and Cox hazard models were used for survival analysis. Results: The median follow-up was 22.0 months (6.0-96.0). The median overall survival (OS) was 30.0 months and the median progression-free survival (PFS) was 7.0 months. In the univariate analysis, comorbidity (p = 0.03) and nivolumab use for more than eight cycles (p < 0.0001) were associated with an increase in PFS, while smoking history (p < 0.005) and d-NLR (p < 0.05) were more effective regarding OS. Patients who received more than eight cycles of nivolumab had longer median PFS (4 vs. 19 months, p < 0.001) and OS (23 vs. 43 months, p < 0.001). We found longer median OS in the PLR (45.7 vs. 75.4 months; p = 0.05), PIV (53.0 vs. 66.4 months; p = 0.19), SII (50.0 vs. 71.9 vs. months, p = 0.19), and NLR (49.9 vs. 74.55 months, p = 0.10) indexes in nivolumab long-term users (high vs. low groups, respectively). In short-term users of nivolumab, only d-NLR median OS (high vs. low, 19 vs. 75.2 months, p = 0.07) was different. Complete and partial response rates to nivolumab treatment were higher in the PNI-high group (p = 0.04). Conclusions: In these real-life data, we determined that the PLR, PIV, SII, and NLR indexes were effective in the prognosis of patients who received PD1 inhibitor nivolumab for a long time, and the d-NLR index was effective in those who developed progression in a short time. We found that the PNI was effective in patients who responded well to ICI treatment.

Keywords: derived neutrophil-to-lymphocyte ratio (d-NLR); monocyte-to-lymphocyte ratio (MLR); neutrophil-to-lymphocyte ratio (NLR); nivolumab; pan-immune inflammation value (PIV); platelet-to-lymphocyte ratio (PLR); prognostic nutritional index (PNI); systemic immune inflammation value (SII).

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Conflict of interest statement

The authors declare no conflicts of interest.

Figures

Figure 1
Figure 1
Progression-free survival survival in patients using nivolumab long term >8 cycles vs. ≤8 cycles nivolumab short term.
Figure 2
Figure 2
Overall survival in patients using non-smoker/former smoker vs. current smoker in univariate analyses.
Figure 3
Figure 3
Kaplan–Meier estimates of overall survival in patients using nivolumab long term >8 cycles); overall survival according to PLR (a), PIV (b), SII (c), NLR (d).
Figure 4
Figure 4
Kaplan–Meier estimate of overall in patients using nivolumab short term (≤8 cycles); overall survival according to, dNLR.
Figure 5
Figure 5
Treatment response rates in patients between PNI-low and PNI-high groups. CR, complete response; PR, partial response; PD, progressive disease.

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References

    1. Bray F., Laversanne M., Sung H., Ferlay J., Siegel R.L., Soerjomataram I., Jemal A. Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J. Clin. 2024;74:229–263. doi: 10.3322/caac.21834. - DOI - PubMed
    1. Liao D., Yu L., Shangguan D., Zhang Y., Xiao B., Liu N., Yang N. Recent Advancements of Monotherapy, Combination, and Sequential Treatment of EGFR/ALK-TKIs and ICIs in Non-Small Cell Lung Cancer. Front. Pharmacol. 2022;13:905947. doi: 10.3389/fphar.2022.905947. - DOI - PMC - PubMed
    1. Raju S., Joseph R., Sehgal S. Review of checkpoint immunotherapy for the management of non-small cell lung cancer. ImmunoTargets Ther. 2018;7:63–75. doi: 10.2147/ITT.S125070. - DOI - PMC - PubMed
    1. Kazandjian D., Suzman D.L., Blumenthal G., Mushti S., He K., Libeg M., Keegan P., Pazdur R. FDA Approval Summary: Nivolumab for the Treatment of Metastatic Non-Small Cell Lung Cancer with Progression on or After Platinum-Based Chemotherapy. Oncologist. 2016;21:634–642. doi: 10.1634/theoncologist.2015-0507. - DOI - PMC - PubMed
    1. Reck M., Rodríguez-Abreu D., Robinson A.G., Hui R., Csőszi T., Fülöp A., Gottfried M., Peled N., Tafreshi A., Cuffe S., et al. KEYNOTE-024 Investigators. Pembrolizumab versus Chemotherapy for PD-L1–Positive Non–Non-Small-Cell Lung Cancer. N. Engl. J. Med. 2016;375:1823–1833. doi: 10.1056/NEJMoa1606774. - DOI - PubMed

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