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The limits of prediction: Why intrinsically disordered regions challenge our understanding of antimicrobial peptides

Roberto Bello‐Madruga, Marc Torrent

2024Computational and Structural Biotechnology Journal18 citationsDOIOpen Access PDF

Abstract

Antimicrobial peptides (AMPs) are molecules found in most organisms, playing a vital role in innate immune defense against pathogens. Their mechanism of action involves the disruption of bacterial cell membranes, causing leakage of cellular contents and ultimately leading to cell death. While AMPs typically lack a defined structure in solution, they often assume a defined conformation when interacting with bacterial membranes. Given this structural flexibility, we investigated whether intrinsically disordered regions (IDRs) with AMP-like properties could exhibit antimicrobial activity. We tested 14 peptides from different IDRs predicted to have antimicrobial activity and found that nearly all of them did not display the anticipated effects. These peptides failed to adopt a defined secondary structure and had compromised membrane interactions, resulting in a lack of antimicrobial activity. We hypothesize that evolutionary constraints may prevent IDRs from folding, even in membrane-like environments, limiting their antimicrobial potential. Moreover, our research reveals that current antimicrobial predictors fail to accurately capture the structural features of peptides when dealing with intrinsically unstructured sequences. Hence, the results presented here may have far-reaching implications for designing and improving antimicrobial strategies and therapies against infectious diseases.

Topics & Concepts

Antimicrobial peptidesAntimicrobialInnate immune systemLimitingComputational biologyFlexibility (engineering)BiologyMembraneChemistryImmune systemMicrobiologyBiochemistryImmunologyEngineeringStatisticsMathematicsMechanical engineeringAntimicrobial Peptides and ActivitiesBiochemical and Structural CharacterizationRNA and protein synthesis mechanisms