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
  • [21] Inflammatory biomarkers in HIV-infected veterans with non-small cell lung cancer receiving anti-PD-1 immunotherapy.
    Chang, Elaine
    Yoder, Alison
    Royse, Kathryn
    Kramer, Jennifer
    White, Donna L.
    Richardson, Peter A.
    Sabichi, Anita Lyn
    Chiao, Elizabeth
    JOURNAL OF CLINICAL ONCOLOGY, 2018, 36 (15)
  • [22] Polypharmacy as a prognostic factor in older patients with advanced non-small-cell lung cancer treated with anti-PD-1/PD-L1 antibody-based immunotherapy
    Taiki Hakozaki
    Yukio Hosomi
    Akihiro Shimizu
    Rui Kitadai
    Kie Mirokuji
    Yusuke Okuma
    Journal of Cancer Research and Clinical Oncology, 2020, 146 : 2659 - 2668
  • [23] Polypharmacy as a prognostic factor in older patients with advanced non-small-cell lung cancer treated with anti-PD-1/PD-L1 antibody-based immunotherapy
    Hakozaki, Taiki
    Hosomi, Yukio
    Shimizu, Akihiro
    Kitadai, Rui
    Mirokuji, Kie
    Okuma, Yusuke
    JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2020, 146 (10) : 2659 - 2668
  • [24] The progress and challenge of anti-PD-1/PD-L1 immunotherapy in treating non-small cell lung cancer
    Qu, Jingjing
    Mei, Quanhui
    Liu, Li
    Cheng, Tianli
    Wang, Peng
    Chen, Lijun
    Zhou, Jianying
    THERAPEUTIC ADVANCES IN MEDICAL ONCOLOGY, 2021, 13
  • [25] Blood-based molecular and cellular biomarkers of early response to neoadjuvant PD-1 blockade in patients with non-small cell lung cancer
    Zhang, Xi
    Chen, Rui
    Huo, Zirong
    Li, Wenqing
    Jiang, Mengju
    Su, Guodong
    Liu, Yuru
    Cai, Yu
    Huang, Wuhao
    Xiong, Yuyan
    Wang, Shengguang
    CANCER CELL INTERNATIONAL, 2024, 24 (01)
  • [26] Prediction of response to anti-PD-1 therapy in patients with non-small-cell lung cancer by electronic nose analysis of exhaled breath
    de Vries, R.
    Muller, M.
    van der Noort, V.
    Theelen, W. S. M. E.
    Schouten, R. D.
    Hummelink, K.
    Muller, S. H.
    Wolf-Lansdorf, M.
    Dagelet, J. W. F.
    Monkhorst, K.
    Zee, A. H. Maitland-van der
    Baas, P.
    Sterk, P. J.
    van den Heuvel, M. M.
    ANNALS OF ONCOLOGY, 2019, 30 (10) : 1660 - 1666
  • [27] Effect of Anti-PD-1 Therapy on Immune Cells in the Peripheral Blood of Non-Small Cell Lung Cancer (NSCLC) Patients
    Vetsika, Eleni-Kyriaki
    Aggouraki, Despoina
    Lyristi, Zacharoula
    Koinis, Filippos
    Georgoulias, Vassilis
    Kotsakis, Athanasios
    JOURNAL OF THORACIC ONCOLOGY, 2017, 12 (01) : S1342 - S1343
  • [28] Serum NY-ESO-1 and XAGE1 antibodies as predictive biomarkers in anti-PD-1 therapy for non-small-cell lung cancer
    Oka, Mikio
    Ohue, Yoshihiro
    Kurose, Koji
    Karasaki, Takahiro
    Masuda, Takeshi
    Fukuda, Masaaki
    Kinoshita, Akitoshi
    Shimizu, Katsuhiko
    Nakata, Masao
    Hattori, Noboru
    Kakimi, Kazuhiro
    Yamaguchi, Hiroyuki
    Fukuda, Minoru
    JOURNAL OF CLINICAL ONCOLOGY, 2019, 37 (08)
  • [29] Biomarkers of response to gefitinib in non-small-cell lung cancer
    Carbone, David P.
    NATURE CLINICAL PRACTICE ONCOLOGY, 2004, 1 (02): : 66 - 67
  • [30] Biomarkers of response to gefitinib in non-small-cell lung cancer
    David P Carbone
    Nature Clinical Practice Oncology, 2004, 1 : 66 - 67