Abstract

The use of designed antimicrobial peptides as drugs has been impeded by the absence of simple sequence-structure-function relationships and design rules. The likely cause is that many of these peptides permeabilize membranes via highly disordered, heterogeneous mechanisms, forming aggregates without well-defined tertiary or secondary structure. We suggest that the combination of high-throughput library screening with atomistic computer simulations can successfully address this challenge by tuning a previously developed general pore-forming peptide into a selective pore-former for different lipid types. A library of 2916 peptides was designed based on the LDKA template. The library peptides were synthesized and screened using a high-throughput orthogonal vesicle leakage assay. Dyes of different sizes were entrapped inside vesicles with varying lipid composition to simultaneously screen for both pore size and affinity for negatively charged and neutral lipid membranes. From this screen, nine different LDKA variants that have unique activity were selected, sequenced, synthesized, and characterized. Despite the minor sequence changes, each of these peptides has unique functional properties, forming either small or large pores and being selective for either neutral or anionic lipid bilayers. Long-scale, unbiased atomistic molecular dynamics (MD) simulations directly reveal that rather than rigid, well-defined pores, these peptides can form a large repertoire of functional dynamic and heterogeneous aggregates, strongly affected by single mutations. Predicting the propensity to aggregate and assemble in a given environment from sequence alone holds the key to functional prediction of membrane permeabilization.

Highlights

  • Recent years have seen a renewed interest in antimicrobial peptides (AMPs) as potential successors to small-molecule antibiotics (Lazzaro, Zasloff, and Rolff 2020; Chen and Lu 2020; Lei et al 2019; Lee et al 2019; Biswaro et al 2018; Magana et al 2020; Cardoso et al 2019; Huang 2020)

  • Sequence analysis of >3,000 of known AMPs reveal a wide variation in amino s acid composition, peptide length, and secondary structure; no clear functional motifs u associated with antimicrobial activity have been identified to date, impeding rational optimisation n and de novo design (Mishra and Wang 2012; Chen et al 2019; Chen and Lu 2020; Ablan et al 2016). a Despite this, there has been considerable progress in rational design and re-engineering of AMPs (Krauson, He, and Wimley 2012; Wiedman et al 2017a; Chen et al 2019; Torres et al 2018; Porto m et al 2018; Li et al 2018; Haney et al 2018; Mishra et al 2019; Hu et al 2020; Gong et al 2019; d Huang and Charron 2017)

  • To investigate the root cause of the different leakage preferences m of LDKA analogues for POPC and POPG membranes, we studied the binding and secondary structural properties of LDKA analogues using tryptophan fluorescence and circular dichroism (CD)

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Summary

Introduction

Recent years have seen a renewed interest in antimicrobial peptides (AMPs) as potential successors to small-molecule antibiotics (Lazzaro, Zasloff, and Rolff 2020; Chen and Lu 2020; Lei et al 2019; Lee et al 2019; Biswaro et al 2018; Magana et al 2020; Cardoso et al 2019; Huang 2020). The potency and membrane selectivity of the 2,916 r LDKA library peptides for zwitterionic (POPC) and anionic (POPG) large unilamellar vesicles (LUVs) c was evaluated using a high-throughput liposome leakage screen.

Results
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