Deconvolution of malignant pleural effusions immune landscape unravels a novel macrophage signature associated with worse clinical outcome in lung adenocarcinoma patients

被引:9
作者
Bruschini, Sara [1 ,2 ]
Pallocca, Matteo [3 ]
Sperandio, Eleonora [3 ]
D'Ambrosio, Lorenzo [4 ]
Ascenzi, Francesca [2 ]
De Vitis, Claudia [2 ]
Salvati, Valentina [5 ]
Esposito, Antonella [1 ]
Di Martino, Simona [6 ]
De Nicola, Francesca [7 ]
Paolini, Francesca [4 ,8 ]
Fattore, Luigi [7 ]
Alessandrini, Gabriele [9 ]
Facciolo, Francesco [9 ]
Foddai, Maria Laura [10 ]
Bassi, Massimiliano [11 ]
Venuta, Federico [11 ]
D'Ascanio, Michela [2 ]
Ricci, Alberto [2 ]
D' Andrilli, Antonio [12 ]
Napoli, Christian [13 ]
Aurisicchio, Luigi [14 ]
Fanciulli, Maurizio [7 ]
Rendina, Erino Angelo [12 ]
Ciliberto, Gennaro [15 ]
Mancini, Rita [2 ]
机构
[1] Magna Graecia Univ Catanzaro, Dept Expt & Clin Med, Catanzaro, Italy
[2] Sapienza Univ Rome, Dept Clin & Mol Med, St Andrea Hosp, Rome, Italy
[3] IRCCS Regina Elena Natl Canc Inst, Biostat Bioinformat & Clin Trial Ctr, Rome, Italy
[4] IRCCS Regina Elena Natl Canc Inst, Tumor Immunol & Immunotherapy Unit, Rome, Italy
[5] IRCCS Regina Elena Natl Canc Inst, Preclin Models & New Therapeut Agents Unit, Rome, Italy
[6] IRCCS Regina Elena Natl Canc Inst, Pathol Unit, Rome, Italy
[7] IRCCS Regina Elena Natl Canc Inst, SAFU Lab, Rome, Italy
[8] IRCCS Regina Elena Natl Canc Inst, HPV Unit, Rome, Italy
[9] IRCCS Regina Elena Natl Canc Inst, Thorac Surg Unit, Rome, Italy
[10] IRCCS Regina Elena Natl Canc Inst, Immunohematol & Transfus Med Unit, Rome, Italy
[11] Sapienza Univ Rome, Thorac Surg Unit, Rome, Italy
[12] Sapienza Univ Rome, Thorac Surg Unit, St Andrea Hosp, Rome, Italy
[13] Sapienza Univ Rome, Dept Med Surg Sci & Translat Med, Rome, Italy
[14] Takis Srl, Rome, Italy
[15] IRCSS Regina Elena Natl Canc Inst, Sci Directorate, Rome, Italy
关键词
tumor microenvironment; lung neoplasms; macrophages; tumor escape; computational biology; CANCER; MONOCYTES; CELLS; RECRUITMENT; RESISTANCE; BLOCKADE;
D O I
10.1136/jitc-2021-004239
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Immune checkpoint inhibitors are still unable to provide clinical benefit to the large majority of non-small cell lung cancer (NSCLC) patients. A deeper characterization of the tumor immune microenvironment (TIME) is expected to shed light on the mechanisms of cancer immune evasion and resistance to immunotherapy. Here, we exploited malignant pleural effusions (MPEs) from lung adenocarcinoma (LUAD) patients as a model system to decipher TIME in metastatic NSCLC. Methods Mononuclear cells from MPEs (PEMC) and peripheral blood (PBMC), cell free pleural fluid and/or plasma were collected from a total of 24 LUAD patients and 12 healthy donors. Bulk-RNA sequencing was performed on total RNA extracted from PEMC and matched PBMC. The DEseq2 Bioconductor package was used to perform differential expression analysis and CIBERSORTx for the regression-based immune deconvolution of bulk gene expression data. Cytokinome analysis of cell-free pleural fluid and plasma samples was performed using a 48-Plex Assay panel. THP-1 monocytic cells were used to assess macrophage polarization. Survival analyses on NSCLC patients were performed using KM Plotter (LUAD, N=672; lung squamous cell carcinoma, N=271). Results Transcriptomic analysis of immune cells and cytokinome analysis of soluble factors in the pleural fluid depicted MPEs as a metastatic niche in which all the components required for an effective antitumor response are present, but conscripted in a wound-healing, proinflammatory and tumor-supportive mode. The bioinformatic deconvolution analysis revealed an immune landscape dominated by myeloid subsets with the prevalence of monocytes, protumoral macrophages and activated mast cells. Focusing on macrophages we identified an MPEs-distinctive signature associated with worse clinical outcome in LUAD patients. Conclusions Our study reports for the first time a wide characterization of MPEs LUAD microenvironment, highlighting the importance of specific components of the myeloid compartment and opens new perspectives for the rational design of new therapies for metastatic NSCLC.
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页数:13
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