CD33 Expression on Peripheral Blood Monocytes Predicts Efficacy of Anti-PD-1 Immunotherapy Against Non-Small Cell Lung Cancer

被引:8
作者
Olingy, Claire [1 ]
Alimadadi, Ahmad [1 ]
Araujo, Daniel J. [1 ]
Barry, David [1 ]
Gutierrez, Norma A. [1 ]
Werbin, Max Hardy [2 ]
Arriola, Edurne [2 ,3 ]
Patel, Sandip Pravin [4 ]
Ottensmeier, Christian H. [5 ]
Dinh, Huy Q. [6 ]
Hedrick, Catherine C. [1 ]
机构
[1] La Jolla Inst Immunol, Ctr Canc Immunotherapy, La Jolla, CA USA
[2] Inst Hosp Mar Invest Med, Canc Res Program, Barcelona, Spain
[3] Hospitaldel Mar Ctr Invest Biomed Red Oncol CIBER, Med Oncol Dept, Barcelona, Spain
[4] Univ Calif La Jolla, Moores Canc Ctr, La Jolla, CA USA
[5] Univ Liverpool, Inst Translat Med, Dept Mol & Clin Canc Med, Liverpool, Lancashire, England
[6] Univ Wisconsin Madison, McArdle Lab Canc Res, Madison, WI USA
来源
FRONTIERS IN IMMUNOLOGY | 2022年 / 13卷
关键词
CD33; monocytes; immunotherapy; non-small cell lung cancer; immunosuppression; CYTOMETRY; SUBSETS; TETRASPANIN; MACROPHAGES; ACTIVATION; INHIBITORS; LANDSCAPE; PD-L1; MAPS;
D O I
10.3389/fimmu.2022.842653
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Non-small cell lung carcinoma (NSCLC) is the leading cause of cancer-related deaths globally. Immune checkpoint blockade (ICB) has transformed cancer medicine, with anti-programmed cell death protein 1 (anti-PD-1) therapy now well-utilized for treating NSCLC. Still, not all patients with NSCLC respond positively to anti-PD-1 therapy, and some patients acquire resistance to treatment. There remains an urgent need to find markers predictive of anti-PD-1 responsiveness. To this end, we performed mass cytometry on peripheral blood mononuclear cells from 26 patients with NSCLC during anti-PD-1 treatment. Patients who responded to anti-PD-1 ICB displayed significantly higher levels of antigen-presenting myeloid cells, including CD9(+) nonclassical monocytes, and CD33(hi) classical monocytes. Using matched pre-post treatment samples, we found that the baseline pre-treatment frequencies of CD33(hi) monocytes predicted patient responsiveness to anti-PD-1 therapy. Moreover, some of these classical and nonclassical monocyte subsets were associated with reduced immunosuppression by T regulatory (CD4(+)FOXP3(+)CD25(+)) cells in the same patients. Our use of machine learning corroborated the association of specific monocyte markers with responsiveness to ICB. Our work provides a high-dimensional profile of monocytes in NSCLC and links CD33 expression on monocytes with anti-PD-1 effectiveness in patients with NSCLC.
引用
收藏
页数:15
相关论文
共 64 条
  • [1] The importance of immune checkpoints in immune monitoring: A future paradigm shift in the treatment of cancer
    Alemohammad, Hajar
    Najafzadeh, Basira
    Asadzadeh, Zahra
    Baghbanzadeh, Amir
    Ghorbaninezhad, Farid
    Najafzadeh, Arezoo
    Safarpour, Hossein
    Bernardini, Renato
    Brunetti, Oronzo
    Sonnessa, Margherita
    Fasano, Rossella
    Silvestris, Nicola
    Baradaran, Behzad
    [J]. BIOMEDICINE & PHARMACOTHERAPY, 2022, 146
  • [2] OncoLnc: linking TCGA survival data to mRNAs, miRNAs, and lncRNAs
    Anaya, Jordan
    [J]. PEERJ COMPUTER SCIENCE, 2016,
  • [3] destiny: diffusion maps for large-scale single cell data in R
    Angerer, Philipp
    Haghverdi, Laleh
    Buettner, Maren
    Theis, Fabian J.
    Marr, Carsten
    Buettner, Florian
    [J]. BIOINFORMATICS, 2016, 32 (08) : 1241 - 1243
  • [4] Dimensionality reduction for visualizing single-cell data using UMAP
    Becht, Etienne
    McInnes, Leland
    Healy, John
    Dutertre, Charles-Antoine
    Kwok, Immanuel W. H.
    Ng, Lai Guan
    Ginhoux, Florent
    Newell, Evan W.
    [J]. NATURE BIOTECHNOLOGY, 2019, 37 (01) : 38 - +
  • [5] PD-L1 expression on nonclassical monocytes reveals their origin and immunoregulatory function
    Bianchini, Mariaelvy
    Duchene, Johan
    Santovito, Donato
    Schloss, Maximilian J.
    Evrard, Maximilien
    Winkels, Holger
    Aslani, Maria
    Mohanta, Sarajo K.
    Horckmans, Michael
    Blanchet, Xavier
    Lacy, Michael
    von Hundelshausen, Philipp
    Atzler, Dorothee
    Habenicht, Andreas
    Gerdes, Norbert
    Pelisek, Jaroslav
    Ng, Lai Guan
    Steffens, Sabine
    Weber, Christian
    Megens, Remco T. A.
    [J]. SCIENCE IMMUNOLOGY, 2019, 4 (36)
  • [6] CD9 Tetraspanin: A New Pathway for the Regulation of Inflammation?
    Brosseau, Carole
    Colas, Luc
    Magnan, Antoine
    Brouard, Sophie
    [J]. FRONTIERS IN IMMUNOLOGY, 2018, 9
  • [7] CXCR3+ monocytes/macrophages are required for establishment of pulmonary metastases
    Butler, Kiah L.
    Clancy-Thompson, Eleanor
    Mullins, David W.
    [J]. SCIENTIFIC REPORTS, 2017, 7
  • [8] Human Tumor-Associated Macrophage and Monocyte Transcriptional Landscapes Reveal Cancer-Specific Reprogramming, Biomarkers, and Therapeutic Targets
    Cassetta, Luca
    Fragkogianni, Stamatina
    Sims, Andrew H.
    Swierczak, Agnieszka
    Forrester, Lesley M.
    Zhang, Hui
    Soong, Daniel Y. H.
    Cotechini, Tiziana
    Anur, Pavane
    Lin, Elaine Y.
    Fidanza, Antonella
    Lopez-Yrigoyen, Martha
    Millar, Michael R.
    Urman, Alexandra
    Ai, Zhichao
    Spellman, Paul T.
    Hwang, E. Shelley
    Dixon, J. Michael
    Wiechmann, Lisa
    Coussens, Lisa M.
    Smith, Harriet O.
    Pollard, Jeffrey W.
    [J]. CANCER CELL, 2019, 35 (04) : 588 - +
  • [9] Role of Galectins in Tumors and in Clinical Immunotherapy
    Chou, Feng-Cheng
    Chen, Heng-Yi
    Kuo, Chih-Chi
    Sytwu, Huey-Kang
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (02)
  • [10] Intratumoral Activity of the CXCR3 Chemokine System Is Required for the Efficacy of Anti-PD-1 Therapy
    Chow, Melvyn T.
    Ozga, Aleksandra J.
    Servis, Rachel L.
    Frederick, Dennie T.
    Lo, Jennifer A.
    Fisher, David E.
    Freeman, Gordon J.
    Boland, Genevieve M.
    Luster, Andrew D.
    [J]. IMMUNITY, 2019, 50 (06) : 1498 - +