Institute of Biostructures and Bioimaging, IBB, CNR, 80131 Naples, Italy.
Dipartimento di Scienze di Laboratorio e Infettivologiche, Fondazione Policlinico Universitario "A. Gemelli", IRCCS, 00168 Rome, Italy.
Biomolecules. 2023 May 10;13(5):812. doi: 10.3390/biom13050812.
The mycobacterial PE_PGRS protein family is present only in pathogenic strains of the genus mycobacterium, such as and members of the MTB complex, suggesting a likely important role of this family in pathogenesis. Their PGRS domains are highly polymorphic and have been suggested to cause antigenic variations and facilitate pathogen survival. The availability of AlphaFold2.0 offered us a unique opportunity to better understand structural and functional properties of these domains and a role of polymorphism in evolution and dissemination.
We made extensive use of AlphaFold2.0 computations and coupled them with sequence distribution phylogenetic and frequency analyses, and antigenic predictions.
Modeling of several polymorphic forms of PE_PGRS33, the prototype of the PE_PGRS family and sequence analyses allowed us to predict the structural impact of mutations/deletions/insertions present in the most frequent variants. These analyses well correlate with the observed frequency and with the phenotypic features of the described variants.
Here, we provide a thorough description of structural impacts of the observed polymorphism of PE_PGRS33 protein and we correlate predicted structures to the known fitness of strains containing specific variants. Finally, we also identify protein variants associated with bacterial evolution, showing sophisticated modifications likely endowed with a gain-of-function role during bacterial evolution.
分枝杆菌的 PE_PGRS 蛋白家族仅存在于分枝杆菌属的致病性菌株中,如 和 MTB 复合体的成员,这表明该家族在发病机制中可能具有重要作用。它们的 PGRS 结构域高度多态性,并被认为导致抗原变异并促进病原体存活。AlphaFold2.0 的可用性为我们提供了一个独特的机会,可以更好地了解这些结构域的结构和功能特性,以及多态性在 进化和传播中的作用。
我们广泛利用 AlphaFold2.0 计算,并将其与序列分布系统发育和频率分析以及抗原预测相结合。
对 PE_PGRS33 的几种多态形式进行建模,PE_PGRS 家族的原型,并进行序列分析,使我们能够预测最常见变体中存在的突变/缺失/插入对结构的影响。这些分析与观察到的频率以及描述变体的表型特征很好地相关。
在这里,我们对 PE_PGRS33 蛋白观察到的多态性的结构影响进行了全面描述,并将预测的结构与特定变体中菌株的已知适应性相关联。最后,我们还确定了与细菌进化相关的蛋白质变体,显示出复杂的修饰,可能在细菌进化过程中具有获得功能的作用。