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用于多肽疫苗预测的消减蛋白质组学和免疫信息学方法及通过计算机模拟表达进行验证

Subtractive Proteomics and Immuno-informatics Approaches for Multi-peptide Vaccine Prediction Against and Validation Through In Silico Expression.

作者信息

Yousafi Qudsia, Amin Humaira, Bibi Shabana, Rafi Rafea, Khan Muhammad S, Ali Hamza, Masroor Ashir

机构信息

COMSATS University Islamabad, Sahiwal Campus, Sahiwal, Pakistan.

COMSATS University Islamabad, Islamabad Campus, Islamabad, Pakistan.

出版信息

Int J Pept Res Ther. 2021;27(4):2685-2701. doi: 10.1007/s10989-021-10283-z. Epub 2021 Sep 20.

Abstract

is a gram-negative bacterium. It is opportunistic in nature and causes hospital acquired infections. Subtractive proteomics and reverse vaccinology approaches were employed to screen out the best proteins for vaccine designing. Whole proteome of strain ATCC 8724, consisting of 5483 proteins, was used for designing the vaccine. Total 1670 cytotoxic T lymphocyte (CTL) epitope were predicted through NetCTL while 1270 helper T lymphocyte (HTL) epitopes were predicted through IEDB server. The epitopes were screened for non-toxicity, allergenicity, antigenicity and water solubility. After epitope screening 300 CTL and 250 HTL epitopes were submitted to IFN-γ epitope server to predict their Interferon-γ induction response. The selected IFN-γ positive epitopes were tested for their binding affinity with MHCI-DRB1 by MHCPred. The 15 CTL and 13 HTL epitopes were joined by linkers AAY and GPGPG respectively in vaccine construct. Chain C of Pam3CSK4 (PDB ID; 2Z7X) was linked to the vaccine construct as an adjuvant. A 450aa long vaccine construct was submitted to I-TASSER server for 3D structure prediction. Thirteen Linear B cells were predicted by ABCPred server and 10 sets of discontinues epitopes for 3D vaccine structure were predicted by DiscoTope server. The modeled 3D vaccine construct was docked with human Toll-like receptor 2 (PDB ID: 6NIG) by PatchDock. The docked complexes were refined by FireDock. The selected docked complex showed five hydrogen bonds and one salt bridge. The vaccine sequence was reverse transcribed to get nucleotide sequence for In silico cloning. The reverse transcribed sequence strand was cloned in pET28a(+) expression vector. A clone containing 6586 bp was constructed including the 450 bp of query gene sequence.

摘要

它是一种革兰氏阴性菌。其本质上具有机会致病性,可引发医院获得性感染。采用消减蛋白质组学和反向疫苗学方法筛选出用于疫苗设计的最佳蛋白质。菌株ATCC 8724的全蛋白质组由5483种蛋白质组成,用于设计疫苗。通过NetCTL预测了总共1670个细胞毒性T淋巴细胞(CTL)表位,同时通过IEDB服务器预测了1270个辅助性T淋巴细胞(HTL)表位。对这些表位进行了无毒、无致敏、抗原性和水溶性筛选。表位筛选后,将300个CTL和250个HTL表位提交至IFN-γ表位服务器以预测其干扰素-γ诱导反应。通过MHCPred测试所选的IFN-γ阳性表位与MHC I-DRB1的结合亲和力。在疫苗构建体中,分别通过连接子AAY和GPGPG连接15个CTL表位和13个HTL表位。将Pam3CSK4的C链(PDB ID;2Z7X)作为佐剂连接至疫苗构建体。将一个450个氨基酸长的疫苗构建体提交至I-TASSER服务器进行三维结构预测。通过ABCPred服务器预测了13个线性B细胞表位,通过DiscoTope服务器预测了10组用于三维疫苗结构的不连续表位。通过PatchDock将模拟的三维疫苗构建体与人Toll样受体2(PDB ID:6NIG)对接。通过FireDock对对接复合物进行优化。所选的对接复合物显示有五个氢键和一个盐桥。对疫苗序列进行反转录以获得用于电子克隆的核苷酸序列。将反转录的序列链克隆至pET28a(+)表达载体中。构建了一个包含6586 bp(包括450 bp的查询基因序列)的克隆。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/518b/8452133/8426401c7b90/10989_2021_10283_Fig1_HTML.jpg

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