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基于计算机的设计与评价:PRAME+FliCΔD2D3 作为一种新的乳腺癌疫苗候选物

In Silico Design and Evaluation of PRAME+FliCΔD2D3 as a New Breast Cancer Vaccine Candidate.

机构信息

Department of Medical Biotechnology, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran.

Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.

出版信息

Iran J Med Sci. 2021 Jan;46(1):52-60. doi: 10.30476/ijms.2019.82301.1029.

Abstract

BACKGROUND

The most prevalent cancer in women over the world is breast cancer. Immunotherapy is a promising method to effectively treat cancer patients. Among various immunotherapy methods, tumor antigens stimulate the immune system to eradicate cancer cells. Preferentially expressed antigen in melanoma (PRAME) is mainly overexpressed in breast cancer cells, and has no expression in normal tissues. FliCΔD2D3, as truncated flagellin (FliC), is an effective toll-like receptor 5 (TLR5) agonist with lower inflammatory responses. The objective of the present study was to utilize bioinformatics methods to design a chimeric protein against breast cancer.

METHODS

The physicochemical properties, solubility, and secondary structures of PRAME+FliCΔD2D3 were predicted using the tools ProtParam, Protein-sol, and GOR IV, respectively. The 3D structure of the chimeric protein was built using I-TASSER and refined with GalaxyRefine, RAMPAGE, and PROCHECK. ANTIGENpro and VaxiJen were used to evaluate protein antigenicity, and allergenicity was checked using AlgPred and Allergen FP. Major histocompatibility complex )MHC( and cytotoxic T-lymphocytes )CTL( binding peptides were predicted using HLApred and CTLpred. Finally, B-cell continuous and discontinuous epitopes were predicted using ABCpred and ElliPro, respectively.

RESULTS

The stability and solubility of PRAME+FliCΔD2D3 were analyzed, and its secondary and tertiary structures were predicted. The results showed that the derived peptides could bind to MHCs and CTLs. The designed chimeric protein possessed both linear and conformational epitopes with a high binding affinity to B-cell epitopes.

CONCLUSION

PRAME+FliCΔD2D3 is a stable and soluble chimeric protein that can stimulate humoral and cellular immunity. The obtained results can be utilized for the development of an experimental vaccine against breast cancer.

摘要

背景

乳腺癌是全球女性最常见的癌症。免疫疗法是一种很有前途的方法,可以有效地治疗癌症患者。在各种免疫疗法中,肿瘤抗原刺激免疫系统消灭癌细胞。黑色素瘤优先表达抗原(PRAME)主要在乳腺癌细胞中过表达,在正常组织中没有表达。截短的 flagellin(FliCΔD2D3)作为缺失了 D2 和 D3 结构域的 flagellin(FliC),是一种有效的 Toll 样受体 5(TLR5)激动剂,其炎症反应较低。本研究旨在利用生物信息学方法设计一种针对乳腺癌的嵌合蛋白。

方法

使用 ProtParam、Protein-sol 和 GOR IV 分别预测 PRAME+FliCΔD2D3 的理化性质、溶解度和二级结构。使用 I-TASSER 构建嵌合蛋白的 3D 结构,并使用 GalaxyRefine、RAMPAGE 和 PROCHECK 进行精修。使用 ANTIGENpro 和 VaxiJen 评估蛋白质的抗原性,使用 AlgPred 和 Allergen FP 检查过敏原性。使用 HLApred 和 CTLpred 预测主要组织相容性复合体(MHC)和细胞毒性 T 淋巴细胞(CTL)结合肽。最后,使用 ABCpred 和 ElliPro 分别预测 B 细胞连续和不连续表位。

结果

分析了 PRAME+FliCΔD2D3 的稳定性和溶解度,并预测了其二级和三级结构。结果表明,推导的肽可以与 MHC 和 CTL 结合。设计的嵌合蛋白具有线性和构象表位,与 B 细胞表位具有高结合亲和力。

结论

PRAME+FliCΔD2D3 是一种稳定且可溶的嵌合蛋白,可刺激体液和细胞免疫。获得的结果可用于开发针对乳腺癌的实验性疫苗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1c78/7812496/9cb7c9f9232f/IJMS-46-52-g001.jpg

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