CD69 and SBK1 as potential predictors of responses to PD-1/PD-L1 blockade cancer immunotherapy in lung cancer and melanoma

被引:22
作者
Hu, Zhang-Wei [1 ,2 ]
Sun, Wei [1 ,2 ]
Wen, Yi-Hui [1 ,2 ]
Ma, Ren-Qiang [1 ,2 ]
Chen, Lin [1 ,2 ]
Chen, Wen-Qing [1 ,2 ]
Lei, Wen-Bin [1 ,2 ]
Wen, Wei-Ping [1 ,2 ,3 ]
机构
[1] Sun Yat sen Univ, Affiliated Hosp 1, Dept Otolaryngol, Guangzhou, Peoples R China
[2] Sun Yat sen Univ, Otorhinolaryngol Inst, Guangzhou, Peoples R China
[3] Sun Yat sen Univ, Affiliated Hosp 6, Dept Otolaryngol, Guangzhou, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
CD69; SBK1; tumor microenvironment; PD-1; immunotherapy; TUMOR; PEMBROLIZUMAB; ACTIVATION; INDUCTION; SERVER;
D O I
10.3389/fimmu.2022.952059
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
BackgroundPD-1/PD-L1 blockade is a promising immunotherapeutic strategy with the potential to improve the outcomes of various cancers. However, there is a critically unmet need for effective biomarkers of response to PD-1/PD-L1 blockade. Materials and methodsPotential biomarkers of response to PD-1/PD-L1 blockade were obtained from the Cancer Treatment Response gene signature Database (CTR-DB). A comprehensive pan-cancer analysis was done on The Cancer Genome Atlas (TCGA) and Genotype-Tissue Expression (GTEx) datasets. Correlations between gene expression and infiltration by immune cells were assessed using TIMER, EPIC, MCPcounter, xCell, CIBERSORT, and quanTIseq. Immunophenoscore (IPS) was used to assess the potential application of the biomarkers to all TCGA tumors. ResultsAnalysis of CTR-DB data identified CD69 and SBK1 as potential biomarkers of response to PD-1/PD-L1 blockade. Correlation analysis revealed that in various TCGA cancer datasets, CD69 expression level correlated positively with most immune checkpoints and tumor-infiltrating immune cells, while SBK1 expression level correlated negatively with infiltrating immune cells. IPS analysis demonstrated the ability of CD69 and SBK1 to predict PD-1/PD-L1 blockade responses in various cancers. ConclusionCD69 and SBK1 are potential predictors of response to cancer immunotherapy using PD-1/PD-L1 blockade. These biomarkers may guide treatment decisions, leading to precise treatment and minimizing the waste of medical resources.
引用
收藏
页数:13
相关论文
共 54 条
[1]   Src homology 3 domain binding kinase 1 protects against hepatic steatosis and insulin resistance through the Nur77-FGF21 pathway [J].
Ahuja, Palak ;
Bi, Xinyi ;
Ng, Chun Fai ;
Tse, Margaret Chui Ling ;
Hang, Miaojia ;
Pang, Brian Pak Shing ;
Iu, Elsie Chit Yu ;
Chan, Wing Suen ;
Ooi, Xin Ci ;
Sun, Anqi ;
Herlea-Pana, Oana ;
Liu, Zhixue ;
Yang, Xiuying ;
Jiao, Baowei ;
Ma, Xin ;
Wu, Kelvin Ka Lok ;
Lee, Leo Tsz On ;
Cheng, Kenneth King Yip ;
Lee, Chi Wai ;
Chan, Chi Bun .
HEPATOLOGY, 2023, 77 (01) :213-229
[2]   The status of tumor mutational burden and immunotherapy [J].
Anagnostou, Valsamo ;
Bardelli, Alberto ;
Chan, Timothy A. ;
Turajlic, Samra .
NATURE CANCER, 2022, 3 (06) :652-656
[3]   xCell: digitally portraying the tissue cellular heterogeneity landscape [J].
Aran, Dvir ;
Hu, Zicheng ;
Butte, Atul J. .
GENOME BIOLOGY, 2017, 18
[4]   IFN-γ-related mRNA profile predicts clinical response to PD-1 blockade [J].
Ayers, Mark ;
Lunceford, Jared ;
Nebozhyn, Michael ;
Murphy, Erin ;
Loboda, Andrey ;
Kaufman, David R. ;
Albright, Andrew ;
Cheng, Jonathan D. ;
Kang, S. Peter ;
Shankaran, Veena ;
Piha-Paul, Sarina A. ;
Yearley, Jennifer ;
Seiwert, Tanguy Y. ;
Ribas, Antoni ;
McClanahan, Terrill K. .
JOURNAL OF CLINICAL INVESTIGATION, 2017, 127 (08) :2930-2940
[5]   Estimating the population abundance of tissue-infiltrating immune and stromal cell populations using gene expression [J].
Becht, Etienne ;
Giraldo, Nicolas A. ;
Lacroix, Laetitia ;
Buttard, Benedicte ;
Elarouci, Nabila ;
Petitprez, Florent ;
Selves, Janick ;
Laurent-Puig, Pierre ;
Sautes-Fridman, Catherine ;
Fridman, Wolf H. ;
de Reynies, Aurelien .
GENOME BIOLOGY, 2016, 17
[6]   Pembrolizumab Alone or With Chemotherapy for Recurrent/Metastatic Head and Neck Squamous Cell Carcinoma in KEYNOTE-048: Subgroup Analysis by Programmed Death Ligand-1 Combined Positive Score [J].
Burtness, Barbara ;
Rischin, Danny ;
Greil, Richard ;
Soulieres, Denis ;
Tahara, Makoto ;
de Castro Jr, Gilberto ;
Psyrri, Amanda ;
Brana, Irene ;
Baste, Neus ;
Neupane, Prakash ;
Bratland, Ase ;
Fuereder, Thorsten ;
Hughes, Brett G. M. ;
Mesia, Ricard ;
Ngamphaiboon, Nuttapong ;
Rordorf, Tamara ;
Wan Ishak, Wan Zamaniah ;
Ge, Joy ;
Swaby, Ramona F. ;
Gumuscu, Burak ;
Harrington, Kevin .
JOURNAL OF CLINICAL ONCOLOGY, 2022, 40 (21) :2321-+
[7]   TRIGGERING OF T-CELL PROLIFERATION THROUGH AIM, AN ACTIVATION INDUCER MOLECULE EXPRESSED ON ACTIVATED HUMAN-LYMPHOCYTES [J].
CEBRIAN, M ;
YAGUE, E ;
RINCON, M ;
LOPEZBOTET, M ;
DELANDAZURI, MO ;
SANCHEZMADRID, F .
JOURNAL OF EXPERIMENTAL MEDICINE, 1988, 168 (05) :1621-1637
[8]   Pan-cancer Immunogenomic Analyses Reveal Genotype-Immunophenotype Relationships and Predictors of Response to Checkpoint Blockade [J].
Charoentong, Pornpimol ;
Finotello, Francesca ;
Angelova, Mihaela ;
Mayer, Clemens ;
Efremova, Mirjana ;
Rieder, Dietmar ;
Hackl, Hubert ;
Trajanoski, Zlatko .
CELL REPORTS, 2017, 18 (01) :248-262
[9]   CD69: from activation marker to metabolic gatekeeper [J].
Cibrian, Danay ;
Sanchez-Madrid, Francisco .
EUROPEAN JOURNAL OF IMMUNOLOGY, 2017, 47 (06) :946-953
[10]   Pembrolizumab versus methotrexate, docetaxel, or cetuximab for recurrent or metastatic head-and-neck squamous cell carcinoma (KEYNOTE-040): a randomised, open-label, phase 3 study [J].
Cohen, Ezra E. W. ;
Soulieres, Denis ;
Le Tourneau, Christophe ;
Dinis, Jose ;
Licitra, Lisa ;
Ahn, Myung-Ju ;
Soria, Ainara ;
Machiels, Jean-Pascal ;
Mach, Nicolas ;
Mehra, Ranee ;
Burtness, Barbara ;
Zhang, Pingye ;
Cheng, Jonathan ;
Swaby, Ramona F. ;
Harrington, Kevin J. .
LANCET, 2019, 393 (10167) :156-167