Splenic index score as a predictor of outcomes in metastatic non small cell lung cancer patients treated with immune checkpoint inhibitors

被引:0
作者
Aslan, Volkan [1 ]
Kilic, Atiye Cenay Karabork [2 ]
Cennet, Nigar Rustamova [1 ]
Yucel, Talha alperen [1 ]
Inci, Bediz Kurt [3 ]
Gurler, Fatih [1 ]
Ozet, Ahmet [1 ]
Ozdemir, Nuriye [1 ]
Kilic, Huseyin Koray [2 ]
Yazici, Ozan [1 ]
机构
[1] Gazi Univ, Dept Med Oncol, Ankara, Turkiye
[2] Gazi Univ, Dept Radiol, Ankara, Turkiye
[3] Dr Abdurrahman Yurtaslan Ankara Oncol Training & R, Dept Med Oncol, Ankara, Turkiye
关键词
Immune checkpoint inhibitor; Splenic volume; mNSCLC; Systemic inflammation; NLR; SURVIVAL; VOLUME;
D O I
10.1038/s41598-025-00708-w
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Introduction Immune checkpoint inhibitors (ICIs) targeting PD-1 and PD-L1 have emerged as promising treatments for advanced NSCLC patients without actionable mutations. However, predicting treatment response remains challenging, especially in second-line settings. Although PD-L1 is the only validated biomarker, additional prognostic tools are needed. Systemic inflammation markers such as the neutrophil-to-lymphocyte ratio (NLR) show potential but remain underused. Myeloid-derived suppressor cells (MDSCs), linked to immunotherapy resistance, are associated with increased splenic volume. Therefore this study introduces a splenic index score, combining pre-immunotherapy splenic volume and NLR, to evaluate its prognostic value in NSCLC patients treated with nivolumab in the second-line setting. We analyzed 50 patients with metastatic non-small cell lung cancer (NSCLC) who received nivolumab as second-line or later therapy. Baseline splenic volume and neutrophil-to-lymphocyte ratio (NLR) were assessed using imaging and laboratory data prior to nivolumab initiation. The Splenic Index Score for each patient was calculated using the formula: (baseline splenic volume) x (NLR). Additionally, we evaluated the impact of other factors, including body mass index (BMI), tumor PD-L1 expression, Eastern Cooperative Oncology Group (ECOG) performance status, and sites of metastasis. The median Splenic Index score was 877.3 (range: 180-4830). A higher Splenic Index score was significantly associated with worse overall survival (OS) and progression-free survival (PFS) (p = 0.001 and p = 0.03, respectively). Specifically, patients with a high Splenic Index score had a median PFS of 3 months, compared to 8 months in those with a low Splenic Index score (HR 1.96, 95% CI 1-3.7, p = 0.03). Similarly, the median OS was 4 months for patients with a high Splenic Index score, while it was 15 months for those with a low score (HR 3.5, 95% CI 1.6-7.3, p = 0.001). Baseline splenic volume, basal NLR, and tumor PD-L1 expression were also evaluated; however, no significant differences in PFS or OS were observed for these parameters. Our study demonstrates that the splenic index score, derived from combining radiological and peripheral inflammatory biomarkers, serves as a predictive tool for progression-free survival (PFS) and overall survival (OS) in metastatic NSCLC patients receiving second-line nivolumab therapy.
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相关论文
共 28 条
[1]   Low peripheral blood derived neutrophil-to-lymphocyte ratio (dNLR) is associated with increased tumor T-cell infiltration and favorable outcomes to first-line pembrolizumab in non-small cell lung cancer [J].
Alessi, Joao, V ;
Ricciuti, Biagio ;
Alden, Stephanie L. ;
Bertram, Arrien A. ;
Lin, Jessica J. ;
Sakhi, Mustafa ;
Nishino, Mizuki ;
Vaz, Victor R. ;
Lindsay, James ;
Turner, Madison M. ;
Pfaff, Kathleen ;
Sharma, Bijaya ;
Felt, Kristen D. ;
Rodig, Scott J. ;
Gainor, Justin F. ;
Awad, Mark M. .
JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2021, 9 (11)
[2]   Using peripheral immune-inflammatory blood markers in tumors treated with immune checkpoint inhibitors: An INVIDIa-2 study sub-analysis [J].
Anpalakhan, Shobana ;
Signori, Alessio ;
Cortellini, Alessio ;
Verzoni, Elena ;
Giusti, Raffaele ;
Aprile, Giuseppe ;
Ermacora, Paola ;
Catino, Annamaria ;
Pipitone, Stefania ;
Di Napoli, Marilena ;
Scotti, Vieri ;
Mazzoni, Francesca ;
Guglielmini, Pamela F. ;
Veccia, Antonello ;
Maruzzo, Marco ;
Schinzari, Giovanni ;
Casadei, Chiara ;
Grossi, Francesco ;
Rizzo, Mimma ;
Montesarchio, Vincenzo ;
Verderame, Francesco ;
Mencoboni, Manlio ;
Zustovich, Fable ;
Fratino, Lucia ;
Accettura, Caterina ;
Cinieri, Saverio ;
Tondini, Carlo Alberto ;
Camerini, Andrea ;
Banzi, Maria Chiara ;
Soraru, Mariella ;
Zucali, Paolo Andrea ;
Vignani, Francesca ;
Ricciardi, Serena ;
Russo, Antonio ;
Cosenza, Agnese ;
Di Maio, Massimo ;
De Giorgi, Ugo ;
Pignata, Sandro ;
Giannarelli, Diana ;
Pinto, Carmine ;
Buti, Sebastiano ;
Fornarini, Giuseppe ;
Rebuzzi, Sara Elena ;
Rescigno, Pasquale ;
Addeo, Alfredo ;
Banna, Giuseppe L. ;
Bersanelli, Melissa .
ISCIENCE, 2023, 26 (11)
[3]   Cancer-related inflammation: Common themes and therapeutic opportunities [J].
Balkwill, Frances R. ;
Mantovani, Alberto .
SEMINARS IN CANCER BIOLOGY, 2012, 22 (01) :33-40
[4]   The prognostic and predictive impact of inflammatory biomarkers in patients who have advanced-stage cancer treated with immunotherapy [J].
Bilen, Mehmet A. ;
Martini, Dylan J. ;
Liu, Yuan ;
Lewis, Colleen ;
Collins, Hannah H. ;
Shabto, Julie M. ;
Akce, Mehmet ;
Kissick, Haydn T. ;
Carthon, Bradley C. ;
Shaib, Walid L. ;
Alese, Olatunji B. ;
Pillai, Rathi N. ;
Steuer, Conor E. ;
Wu, Christina S. ;
Lawson, David H. ;
Kudchadkar, Ragini R. ;
El-Rayes, Bassel F. ;
Master, Viraj A. ;
Ramalingam, Suresh S. ;
Owonikoko, Taofeek K. ;
Harvey, R. Donald .
CANCER, 2019, 125 (01) :127-134
[5]   The prognostic value of the neutrophil-lymphocyte ratio in renal oncology: A review [J].
Boissier, Romain ;
Campagna, Jennifer ;
Branger, Nicolas ;
Karsenty, Gilles ;
Lechevallier, Eric .
UROLOGIC ONCOLOGY-SEMINARS AND ORIGINAL INVESTIGATIONS, 2017, 35 (04) :135-141
[6]   The Spleen in Local and Systemic Regulation of Immunity [J].
Bronte, Vincenzo ;
Pittet, Mikael J. .
IMMUNITY, 2013, 39 (05) :806-818
[7]  
Castagnoli Francesca, 2022, PLoS One, V17, pe0270950, DOI [10.1371/journal.pone.0270950, 10.1371/journal.pone.0270950]
[8]   Myeloid-Derived Suppressor Cells [J].
Gabrilovich, Dmitry I. .
CANCER IMMUNOLOGY RESEARCH, 2017, 5 (01) :3-8
[9]   Splenic Volume as a Surrogate Marker of Immune Checkpoint Inhibitor Efficacy in Metastatic Non Small Cell Lung Cancer [J].
Galland, Loick ;
Lecuelle, Julie ;
Favier, Laure ;
Fraisse, Clea ;
Lagrange, Aurelie ;
Kaderbhai, Coureche ;
Truntzer, Caroline ;
Ghiringhelli, Francois .
CANCERS, 2021, 13 (12)
[10]   Pembrolizumab for the Treatment of Non-Small-Cell Lung Cancer [J].
Garon, Edward B. ;
Rizvi, Naiyer A. ;
Hui, Rina ;
Leighl, Natasha ;
Balmanoukian, Ani S. ;
Eder, Joseph Paul ;
Patnaik, Amita ;
Aggarwal, Charu ;
Gubens, Matthew ;
Horn, Leora ;
Carcereny, Enric ;
Ahn, Myung-Ju ;
Felip, Enriqueta ;
Lee, Jong-Seok ;
Hellmann, Matthew D. ;
Hamid, Omid ;
Goldman, Jonathan W. ;
Soria, Jean-Charles ;
Dolled-Filhart, Marisa ;
Rutledge, Ruth Z. ;
Zhang, Jin ;
Lunceford, Jared K. ;
Rangwala, Reshma ;
Lubiniecki, Gregory M. ;
Roach, Charlotte ;
Emancipator, Kenneth ;
Gandhi, Leena .
NEW ENGLAND JOURNAL OF MEDICINE, 2015, 372 (21) :2018-2028