Distinct Antigen Delivery Systems Induce Dendritic Cells' Divergent Transcriptional Response: New Insights from a Comparative and Reproducible Computational Analysis

被引:8
作者
Costa, Valerio [1 ]
Righelli, Dario [2 ,3 ]
Russo, Francesco [3 ,4 ]
De Berardinis, Piergiuseppe [4 ]
Angelini, Claudia [3 ]
D'Apice, Luciana [4 ]
机构
[1] CNR, Inst Genet & Biophys Adriano Buzzati Traverso, Via P Castellino 111, I-80131 Naples, Italy
[2] Univ Salerno, DISA MIS, Dipartimento Sci Aziendali Management & Innovat S, Via Giovanni Paolo 2 132, I-84084 Fisciano, SA, Italy
[3] CNR, Ist Applicaz Calcolo, Via P Castellino 111, I-80131 Naples, Italy
[4] CNR, Inst Prot Biochem, Via P Castellino 111, I-80131 Naples, Italy
关键词
system vaccinology; RNA-Sequencing; dendritic cells; reproducible research; RNA-SEQ; PEPTIDES; SCAFFOLD; EXPRESSION; EPITOPES; DISPLAY; PROTEIN; ABSENCE;
D O I
10.3390/ijms18030494
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Vaccination is the most successful and cost-effective method to prevent infectious diseases. However, many vaccine antigens have poor in vivo immunogenic potential and need adjuvants to enhance immune response. The application of systems biology to immunity and vaccinology has yielded crucial insights about how vaccines and adjuvants work. We have previously characterized two safe and powerful delivery systems derived from non-pathogenic prokaryotic organisms: E2 and fd filamentous bacteriophage systems. They elicit an in vivo immune response inducing CD8+ T-cell responses, even in absence of adjuvants or stimuli for dendritic cells' maturation. Nonetheless, a systematic and comparative analysis of the complex gene expression network underlying such activation is missing. Therefore, we compared the transcriptomes of ex vivo isolated bone marrow-derived dendritic cells exposed to these antigen delivery systems. Significant differences emerged, especially for genes involved in innate immunity, co-stimulation, and cytokine production. Results indicate that E2 drives polarization toward the Th2 phenotype, mainly mediated by Irf4, Ccl17, and Ccr4 over-expression. Conversely, fd-sc ff DEC-205 triggers Th1 T cells' polarization through the induction of Il12b, Il12rb, Il6, and other molecules involved in its signal transduction. The data analysis was performed using RNASeqGUI, hence, addressing the increasing need of transparency and reproducibility of computational analysis.
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页数:16
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