What can AlphaFold do for antimicrobial amyloids?

Amyloids, protein, and peptide assemblies in various organisms are crucial in physiological and pathological processes. Their intricate structures, however, present significant challenges, limiting our understanding of their functions, regulatory mechanisms, and potential applications in biomedicine and technology. This study evaluated the AlphaFold2 ColabFold method's structure predictions for antimicrobial amyloids, using eight antimicrobial peptides (AMPs), including those with experimentally determined structures and AMPs known for their distinct amyloidogenic morphological features. Additionally, two well-known human amyloids, amyloid-ß and islet amyloid polypeptide, were included in the analysis due to their disease relevance, short sequences, and antimicrobial properties. Amyloids typically exhibit tightly mated ß-strand sheets forming a cross-ß configuration. However, certain amphipathic α-helical subunits can also form amyloid fibrils adopting a cross-α structure. Some AMPs in the study exhibited a combination of cross-α and cross-ß amyloid fibrils, adding complexity to structure prediction. The results showed that the AlphaFold2 ColabFold models favored α-helical structures in the tested amyloids, successfully predicting the presence of α-helical mated sheets and a hydrophobic core resembling the cross-α configuration. This implies that the AI-based algorithms prefer assemblies of the monomeric state, which was frequently predicted as helical, or capture an α-helical membrane-active form of toxic peptides, which is triggered upon interaction with lipid membranes.

Rare by Natural Selection: Disulfide-Bonded Supramolecular Antimicrobial Peptides.

Human LL-3717-29 is an antimicrobial peptide forming thermostable supramolecular fibrils that surround bacterial cells. The crystal structure of LL-3717-29 bearing an I24C substitution of most buried position in the fibril revealed disulfide-bonded dimers that further assembled into a fibrillar structure of densely packed helices. We further demonstrated the position-dependent controllable antibacterial activity of LL-3717-29 I24C and other cysteine mutants, mediated by regulation of intermolecular disulfide bonds and their role in the formation of supramolecular structures. The morphology of the fibrils and their antibacterial mechanism of action might be dependent on their interactions with specific bacteria. The significant effect of disulfide bonds on the assembly into supramolecular structures and their sensitivity to reducing/oxidizing conditions may explain why short helical antimicrobial peptides with a single cysteine and an odd number of cysteines are selected against in nature.

Natural Antimicrobial Peptides Self-assemble as α/ß Chameleon Amyloids.

Amyloid protein fibrils and some antimicrobial peptides (AMPs) share biophysical and structural properties. This observation suggests that ordered self-assembly can act as an AMP-regulating mechanism, and, vice versa, that human amyloids play a role in host defense against pathogens, as opposed to their common association with neurodegenerative and systemic diseases. Based on previous structural information on toxic amyloid peptides, we developed a sequence-based bioinformatics platform and, led by its predictions, experimentally identified 14 fibril-forming AMPs (ffAMPs) from living organisms, which demonstrated cross-ß and cross-α amyloid properties. The results support the amyloid-antimicrobial link. The high prevalence of ffAMPs produced by amphibians and marine creatures among other species suggests that they confer unique advantageous properties in distinctive environments, potentially providing stability and adherence properties. Most of the newly identified 14 ffAMPs showed lipid-induced and/or time-dependent secondary structure transitions in the fibril form, indicating structural and functional cross-α/ß chameleons. Specifically, ffAMP cytotoxicity against human cells correlated with the inherent or lipid-induced α-helical fibril structure. The findings raise hypotheses about the role of fibril secondary structure switching in regulation of processes, such as the transition between a stable storage conformation and an active state with toxicity against specific cell types.

Sticking to the Subject: Multifunctionality in Microbial Adhesins.

Bacterial and fungal adhesins mediate microbial aggregation, biofilm formation, and adhesion to host. We divide these proteins into two major classes: professional adhesins and moonlighting adhesins that have a non-adhesive activity that is evolutionarily conserved. A fundamental difference between the two classes is the dissociation rate. Whereas moonlighters, including cytoplasmic enzymes and chaperones, can bind with high affinity, they usually dissociate quickly. Professional adhesins often have unusually long dissociation rates: minutes or hours. Each adhesin has at least three activities: cell surface association, binding to a ligand or adhesive partner protein, and as a microbial surface pattern for host recognition. We briefly discuss Bacillus subtilis TasA, pilin adhesins, gram positive MSCRAMMs, and yeast mating adhesins, lectins and flocculins, and Candida Awp and Als families. For these professional adhesins, multiple activities include binding to diverse ligands and binding partners, assembly into molecular complexes, maintenance of cell wall integrity, signaling for cellular differentiation in biofilms and in mating, surface amyloid formation, and anchorage of moonlighting adhesins. We summarize the structural features that lead to these diverse activities. We conclude that adhesins resemble other proteins with multiple activities, but they have unique structural features to facilitate multifunctionality.

Functional and pathological amyloid structures in the eyes of 2020 cryo-EM.

The amyloid state of protein aggregation is associated with neurodegenerative and systemic diseases but can play physiological roles in many organisms, including as stress granules and virulence determinants. The recent resolution revolution in cryogenic electron microscopy (cryo-EM) has significantly expanded the repertoire of high-resolution amyloid structures, to include, for the first-time, fibrils extracted ex vivo in addition to those formed, or seeded, in vitro. Here, we review recently solved cryo-EM amyloid structures, and compare amino acid prevalence, in efforts to systematically distinguish between pathological and functional amyloids, even though such structural classification is hindered by extensive polymorphism even among fibrils of the same protein, and by dual functioning of some human amyloids in both physiological activities and disease mechanisms. Forthcoming structures of bacterial amyloids may expose specific, evolutionary-designed properties specific to functional fibrils.