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免疫肽组学筛选设计针对 PRAME 阳性乳腺癌的免疫原性构建体;一项计算机研究。

Immunopeptidome screening to design An immunogenic construct against PRAME positive breast cancer; An in silico study.

机构信息

Department of Oncology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada.

Systems Biotechnology Department, National Institute of Genetic Engineering and Biotechnology (NIGEB), Tehran, Iran.

出版信息

Comput Biol Chem. 2020 Apr;85:107231. doi: 10.1016/j.compbiolchem.2020.107231. Epub 2020 Feb 8.

Abstract

BACKGROUND

Metastasis is the main cause of breast cancer (BC) lethality, especially in early stages, led to improvements in therapeutic procedures. Lately, by improvements in our perception of biological processes and immune system new classes of vaccines are emerged that grant us the opportunity of designing resolute constructs against desired antigens. In the current study, we used a variety of immunoinformatics tools to design a novel cancer vaccine against Preferentially Expressed Antigen of Melanoma (PRAME), which counts as a cancer testis antigen for various human cancers including BC. The PRAME up-regulation leads to strengthen BC stem cells maintenance, drug resistance, cell survival, adaptation, and apoptosis evading in cancerous cells.

METHODS AND RESULTS

The PRAME co-expressed genes were mined and validated through BC RNA-sequencing of TCGA data. The immunodominant T-cell predicted epitopes were fused and engineered to form the vaccine. The safety, allergenicity, and immunogenic capabilities of the vaccine were confirmed by promising immunoinformatics tools. The vaccine's structure was verified to be hydrophilic in most areas through Kyte and Doolittle hydrophobicity plotting. The interactions between the designed vaccine and immune receptors of TLR4 and IL1R were confirmed by protein-protein docking after modeling its tertiary structure. Finally, codon optimization and in silico cloning were performed to guarantee better in-vivo results.

CONCLUSION

In conclusion, concerning in silico assessments' results in this study, the designed vaccine can potentially boost immune responses against PRAME, therefore may decrease BC development and metastasis. According to the mined PRAME co-expressed genes and their functional annotation, cell cycle regulation is the prime mechanism opted by this construct and its adjacent regulatory genes along boosting immune reactions.

摘要

背景

转移是乳腺癌(BC)致死的主要原因,尤其是在早期,导致治疗方法的改进。最近,通过我们对生物过程和免疫系统的认识的提高,出现了新的疫苗类别,使我们有机会设计针对所需抗原的坚决构建体。在目前的研究中,我们使用了各种免疫信息学工具来设计一种针对黑色素瘤优先表达抗原(PRAME)的新型癌症疫苗,该抗原被认为是包括 BC 在内的各种人类癌症的癌症睾丸抗原。PRAME 的上调导致 BC 干细胞的维持、耐药性、细胞存活、适应性和癌细胞逃避凋亡增强。

方法和结果

通过 TCGA 数据的 BC RNA-seq 挖掘和验证 PRAME 共表达基因。将免疫显性 T 细胞预测表位融合并工程化为疫苗。通过有前途的免疫信息学工具确认疫苗的安全性、变应原性和免疫原性能力。通过 Kyte 和 Doolittle 疏水性绘图验证疫苗的大部分区域为亲水性。通过建模其三级结构后进行蛋白质-蛋白质对接,确认设计疫苗与 TLR4 和 IL1R 免疫受体之间的相互作用。最后,进行密码子优化和计算机克隆以保证更好的体内结果。

结论

总之,根据本研究的计算机评估结果,设计的疫苗有可能增强针对 PRAME 的免疫反应,从而可能减少 BC 的发展和转移。根据挖掘的 PRAME 共表达基因及其功能注释,该构建体及其相邻调节基因选择细胞周期调节作为主要机制,同时增强免疫反应。

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