Institute for Virology, Hans-Meerwein-Straße, 35043, Marburg, Germany.
Computational Biology Institute, Campus Saint Priest, 161 Rue Ada, 34095, Montpellier, France.
Malar J. 2023 Jan 25;22(1):27. doi: 10.1186/s12936-022-04430-0.
Protozoan parasites are known to attach specific and diverse group of proteins to their plasma membrane via a GPI anchor. In malaria parasites, GPI-anchored proteins (GPI-APs) have been shown to play an important role in host-pathogen interactions and a key function in host cell invasion and immune evasion. Because of their immunogenic properties, some of these proteins have been considered as malaria vaccine candidates. However, identification of all possible GPI-APs encoded by these parasites remains challenging due to their sequence diversity and limitations of the tools used for their characterization.
The FT-GPI software was developed to detect GPI-APs based on the presence of a hydrophobic helix at both ends of the premature peptide. FT-GPI was implemented in C ++and applied to study the GPI-proteome of 46 isolates of the order Haemosporida. Using the GPI proteome of Plasmodium falciparum strain 3D7 and Plasmodium vivax strain Sal-1, a heuristic method was defined to select the most sensitive and specific FT-GPI software parameters.
FT-GPI enabled revision of the GPI-proteome of P. falciparum and P. vivax, including the identification of novel GPI-APs. Orthology- and synteny-based analyses showed that 19 of the 37 GPI-APs found in the order Haemosporida are conserved among Plasmodium species. Our analyses suggest that gene duplication and deletion events may have contributed significantly to the evolution of the GPI proteome, and its composition correlates with speciation.
FT-GPI-based prediction is a useful tool for mining GPI-APs and gaining further insights into their evolution and sequence diversity. This resource may also help identify new protein candidates for the development of vaccines for malaria and other parasitic diseases.
已知原生动物寄生虫通过 GPI 锚将特定且多样的蛋白质组附着到它们的质膜上。在疟原虫中,GPI 锚定蛋白(GPI-AP)已被证明在宿主-病原体相互作用中发挥重要作用,并且在宿主细胞入侵和免疫逃避中具有关键功能。由于它们的免疫原性,其中一些蛋白质已被认为是疟疾疫苗候选物。然而,由于它们的序列多样性和用于其特征描述的工具的局限性,鉴定这些寄生虫编码的所有可能的 GPI-AP 仍然具有挑战性。
FT-GPI 软件是基于前肽两端存在疏水性螺旋而开发的,用于检测 GPI-AP。FT-GPI 是用 C++实现的,并应用于研究 Haemosporida 目中 46 个分离株的 GPI 蛋白质组。使用 Plasmodium falciparum 株 3D7 和 Plasmodium vivax 株 Sal-1 的 GPI 蛋白质组,定义了一种启发式方法来选择最敏感和最特异的 FT-GPI 软件参数。
FT-GPI 使得可以修订 P. falciparum 和 P. vivax 的 GPI 蛋白质组,包括鉴定新的 GPI-AP。基于同源性和基因同线性的分析表明,Haemosporida 目中发现的 37 种 GPI-AP 中有 19 种在疟原虫属中是保守的。我们的分析表明,基因复制和缺失事件可能对 GPI 蛋白质组的进化做出了重大贡献,并且其组成与物种形成相关。
基于 FT-GPI 的预测是挖掘 GPI-AP 并进一步了解其进化和序列多样性的有用工具。该资源还可能有助于鉴定用于疟疾和其他寄生虫病疫苗开发的新蛋白质候选物。