Variation of peripheral blood-based biomarkers for response of anti-PD-1 immunotherapy in non-small-cell lung cancer

被引:1
|
作者
Wang, Xiaoming [1 ,2 ,3 ]
Chen, Dayu [1 ,2 ,3 ]
Ma, Yuyan [1 ,2 ,3 ]
Mo, Dongping [1 ,2 ,3 ]
Yan, Feng [1 ,2 ,3 ]
机构
[1] Nanjing Med Univ, Dept Clin Lab, Affiliated Canc Hosp, Baizi Ting 42, Nanjing 210009, Jiangsu, Peoples R China
[2] Jiangsu Canc Hosp, Baizi Ting 42, Nanjing 210009, Jiangsu, Peoples R China
[3] Jiangsu Inst Canc Res, Baizi Ting 42, Nanjing 210009, Jiangsu, Peoples R China
来源
CLINICAL & TRANSLATIONAL ONCOLOGY | 2024年 / 26卷 / 08期
基金
中国国家自然科学基金;
关键词
Non-small-cell lung cancer; Immunotherapy; Machine learning; Hematological biomarkers; LYMPHOCYTE RATIO;
D O I
10.1007/s12094-024-03416-5
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
PurposeImmune checkpoint inhibitors (ICIs) for non-small-cell lung cancer (NSCLC) are on the rise, but unfortunately, only a small percentage of patients benefit from them in the long term. Thus, it is crucial to identify biomarkers that can forecast the efficacy of immunotherapy.MethodsWe retrospectively studied 224 patients with NSCLC who underwent anti-PD-1 therapy. The role of biomarkers and clinical characteristics were assessed in a prognostic model.ResultsOnly 14.3% of patients had both programmed death ligand 1 (PD-L1) and tumor mutational burden (TMB) outcomes, highlighting the need to investigate more available biomarkers. Our analysis found a correlation between histological PD-L1 TPS and hematological PD-1 expression. Analysis of hematological biomarkers revealed that elevated expression of CD4/CD8 and LYM% are positively associated with effective immunotherapy, while PD-1+ on T cells, NLR, and MLR have a negative impact. Moreover, high level of Delta CEA%, CYFRA21-1 and LDH may suggest ineffective ICIs. We also observed that disparate immunotherapy drugs didn't significantly impact prognosis. Lastly, by comparing squamous carcinoma and adenocarcinoma cohorts, Delta CEA%, CD3+PD-1+, CD4+PD-1+, and CD4/CD8 are more important in predicting the prognosis of adenocarcinoma patients, while age is more significant for squamous carcinoma patients.ConclusionOur research has yielded encouraging results in identifying a correlation between immunotherapy's response and clinical characteristics, peripheral immune cell subsets, and biochemical and immunological biomarkers. The screened hematological detection panel could be used to forecast an NSCLC patient's response to anti-PD-1 immunotherapy with an accuracy rate of 76.3%, which could help customize suitable therapeutic decision-making.
引用
收藏
页码:1934 / 1943
页数:10
相关论文
共 50 条
  • [41] Clinical significance of blood-based miRNAs as biomarkers of non-small cell lung cancer
    Li, Lin
    Sun, Yu
    Feng, Min
    Wang, Liang
    Liu, Jing
    ONCOLOGY LETTERS, 2018, 15 (06) : 8915 - 8925
  • [42] Blood-Based Biomarkers for Predicting Immunotherapy Benefit in Lung Cancer
    Camidge, D. Ross
    Schenk, Erin L.
    CELL, 2020, 183 (02) : 303 - 304
  • [43] Ginseng polysaccharides circumvent acquired resistance to anti-PD-1 immunotherapy in patients with non-small cell lung cancer
    Huang, Jumin
    Wang, Ziming
    Li, Feng
    Wang, Huiting
    Xiang, Yang
    Li, Runze
    Xie, Chun
    Wang, Yuwei
    Jiang, Zhihong
    Liang, Wenhua
    Cao, Yabing
    Leung, Elaine Lai-Han
    PHARMACOLOGICAL RESEARCH, 2025, 212
  • [44] Blood-based biomarkers for monitoring antiangiogenic therapy in non-small cell lung cancer
    Analia Rodríguez Garzotto
    C. Vanesa Díaz-García
    Alba Agudo-López
    Elena Prieto García
    Santiago Ponce
    José A. López-Martín
    Luis Paz-Ares
    Lara Iglesias
    M. Teresa Agulló-Ortuño
    Medical Oncology, 2016, 33
  • [45] Blood-based biomarkers for monitoring antiangiogenic therapy in non-small cell lung cancer
    Rodriguez Garzotto, Analia
    Vanesa Diaz-Garcia, C.
    Agudo-Lopez, Alba
    Prieto Garcia, Elena
    Ponce, Santiago
    Lopez-Martin, Jose A.
    Paz-Ares, Luis
    Iglesias, Lara
    Teresa Agullo-Ortuno, M.
    MEDICAL ONCOLOGY, 2016, 33 (10)
  • [46] Efficacy and Safety of Anti-PD-1 Immunotherapy in Patients Aged ≥ 75 Years With Non-small-cell Lung Cancer (NSCLC): An Italian, Multicenter, Retrospective Study
    Luciani, Andrea
    Marra, Antonio
    Toschi, Luca
    Cortinovis, Diego
    Fava, Sergio
    Filipazzi, Virginio
    Tuzi, Alessandro
    Cerea, Giulio
    Rossi, Sabrina
    Perfetti, Vittorio
    Rossi, Antonio
    Giannetta, Laura
    Sala, Luca
    Finocchiaro, Giovanna
    Pizzutilo, Elio Gregory
    Carelli, Stephana
    Agustoni, Francesco
    Cergnul, Massimiliano
    Zonato, Sabrina
    Siena, Salvatore
    Bidoli, Paolo
    Ferrari, Daris
    CLINICAL LUNG CANCER, 2020, 21 (06) : E567 - E571
  • [47] CNOT4 enhances the efficacy of anti-PD-1 immunotherapy in a model of non-small cell lung cancer
    Zhang, Biao
    Han, Song
    Ma, Haitao
    Chen, Shaomu
    FEBS OPEN BIO, 2020, 10 (12): : 2631 - 2639
  • [48] Checkpoint Inhibitor Pneumonitis Induced by Anti-PD-1/PD-L1 Therapy in Non-Small-Cell Lung Cancer: Occurrence and Mechanism
    Yin, Jianqiong
    Wu, Yuanjun
    Yang, Xue
    Gan, Lu
    Xue, Jianxin
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [49] Anti-PD-1 With or Without Radiotherapy for Oligometastatic Non-Small Cell Lung Cancer
    Teng, F.
    Wang, P.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2021, 111 (03): : E455 - E456
  • [50] ACTIVITY AND SAFETY OF CAMRELIZUMAB, AN ANTI-PD-1 IMMUNE CHECKPOINT INHIBITOR, FOR PATIENTS WITH ADVANCED NON-SMALL-CELL LUNG CANCER
    Sun, Guo Gui
    Jia, Jing Hao
    Gao, Peng
    Yao, Xue Min
    Chen, Ming Da
    Yao, Wei Nan
    Sun, Lu
    Wang, Wei
    JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2020, 8 : A267 - A268