We recently developed an orthogonal, high-throughput assay to identify peptides that selfassemble into potent, equilibrium pores in synthetic lipid bilayers. Here, we use this assay as a high-throughput screen to select for highly potent pore-forming peptides from a 7,776-member rational combinatorial peptide library based on the sequence of the natural pore-forming peptide toxin melittin. In the library we varied ten critical residues in the melittin sequence, chosen to test specific structural hypotheses about the mechanism of pore formation. Using the new highthroughput assay, we screened the library for gain-of-function sequences at a peptide to lipid ratio of 1:1000 where native melittin is not active. More than 99% of the library sequences were also inactive under these conditions. A small number of library members (0.1%) were highly active. From these we identified 14 potent, gain-of-function, pore-forming sequences. These sequences differed from melittin in only 2-6 amino acids out of 26. Some native residues were highly conserved and others were consistently changed. The two factors that were essential for gain-offunction were the preservation of melittin's proline-dependent break in the middle of the helix and the improvement and extension the amphipathic nature of the α-helix. In particular the highly cationic carboxyl-terminal sequence of melittin, is consistently changed in the gain-of-function variants to a sequence that it is capable of participating in an extended amphipathic α-helix. The most potent variants reside in a membrane-spanning orientation, in contrast to the parent melittin, which is predominantly surface bound. This structural information, taken together with the highthroughput tools developed for this work, enable the identification, refinement and optimization of pore-forming peptides for many potential applications.

To enable selection and characterization of highly potent pore-forming peptides, we developed a set of novel assays to probe 1) the potency of peptide pores at very low peptide concentration; 2) the presence or absence of pores in membranes after equilibration; 3) the interbilayer exchangeability of pore-forming peptides; and 4) the degree to which pore-forming peptides disrupt the bilayer organization at equilibrium. Here, we use these assays to characterize, in parallel, six membrane-permeabilizing peptides belonging to multiple classes. We tested the antimicrobial peptides LL37 and dermaseptin S1, the well-known natural lytic peptides melittin and alamethicin, and the very potent lentivirus lytic peptides LLP1 and LLP2 from the cytoplasmic domain of HIV GP41. The assays verified that that the antimicrobial peptides are not potent pore formers, and form only transient permeabilization pathways in bilayers which are not detectable at equilibrium. The other peptides are far more potent and form pores that are still detectable in vesicles after many hours. Among the peptides studies, alamethicin is unique in that it is very potent, readily exchanges between vesicles and disturbs the local bilayer structure even at very low concentration. The equally potent LLP peptides do not exchange readily and do not perturb the bilayer at equilibrium. Comparison of these classes of pore forming peptides in parallel using the set of assays we developed demonstrates our ability to detect differences in their mechanism of action. Importantly, these assays will be very useful in high-throughput screening where highly potent pore-forming peptides can be selected based on their mechanism of action.

COVID-19 has been associated with cardiac injury and dysfunction. While both myocardial inflammatory cell infiltration and myocarditis with myocyte injury have been reported in patients with fatal COVID-19, clinical-pathologic correlations remain limited. The objective was to determine the relationships between cardiac pathological changes in patients dying from COVID-19 and cardiac infection by SARS-CoV-2, laboratory measurements, clinical features, and treatments. In a retrospective study, 41 consecutive autopsies of patients with fatal COVID-19 were analyzed for the associations between cardiac inflammation, myocarditis, cardiac infection by SARS-CoV-2, clinical features, laboratory measurements, and treatments. Cardiac infection was assessed by in situ hybridization and NanoString transcriptomic profiling. Cardiac infection by SARS-CoV-2 was present in 30/41 cases: virus + with myocarditis (n = 4), virus + without myocarditis (n = 26), and viruswithout myocarditis (n = 11). In the cases with cardiac infection, SARS-CoV-2 + cells in the myocardium were rare, with a median density of 1 cell/cm 2. Virus + cases showed higher densities of myocardial CD68 + macrophages and CD3 + lymphocytes, as well as more electrocardiographic changes (23/27 vs 4/10; P = 0.01). Myocarditis was more prevalent with IL-6 blockade than with nonbiologic immunosuppression, primarily glucocorticoids (2/3 vs 0/14; P = 0.02). Overall, SARS-CoV-2 cardiac infection was less prevalent in patients treated with nonbiologic immunosuppression (7/14 vs 21/24; P = 0.02). Myocardial macrophage and lymphocyte densities overall were positively correlated with the duration of symptoms but not with underlying comorbidities. In summary, cardiac infection with SARS-CoV-2 is common among patients dying from COVID-19 but often with only rare infected cells. Cardiac infection by SARS-CoV-2 is associated with more cardiac inflammation and electrocardiographic changes. Nonbiologic immunosuppression is associated with lower incidences of myocarditis and cardiac infection by SARS-CoV-2.

To better understand the sequence–structure–function relationships that control the activity and selectivity of membrane-permeabilizing peptides, we screened a peptide library, based on the archetypal pore-former melittin, for loss-of-function variants. This was accomplished by assaying library members for failure to cause leakage of entrapped contents from synthetic lipid vesicles at a peptide-to-lipid ratio of 1:20, 10-fold higher than the concentration at which melittin efficiently permeabilizes the same vesicles. Surprisingly, about one-third of the library members are inactive under these conditions. In the negative peptides, two changes of hydrophobic residues to glycine were especially abundant. We show that loss-of-function activity can be completely recapitulated by a single-residue change of the leucine at position 16 to glycine. Unlike the potently cytolytic melittin, the loss-of-function peptides, including the single-site variant, are essentially inactive against phosphatidylcholine vesicles and multiple types of eukaryotic cells. Loss of function is shown to result from a shift in the binding–folding equilibrium away from the active, bound, α-helical state toward the inactive, unbound, random-coil state. Accordingly, the addition of anionic lipids to synthetic lipid vesicles restored binding, α-helical secondary structure, and potent activity of the “negative” peptides. While nontoxic to mammalian cells, the single-site variant has potent bactericidal activity, consistent with the anionic nature of bacterial membranes. The results show that conformational fine-tuning of helical pore-forming peptides is a powerful way to modulate their activity and selectivity.

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We previously reported the de novo design of a combinatorial peptide library that was subjected to high–throughput screening to identify membrane permeabilizing antimicrobial peptides that have β–sheet–like secondary structure. Those peptides do not form discreet pores in membranes but instead partition into membrane interfaces and cause transient permeabilization by membrane disruption, but only when present at high concentration. In this work, we used a consensus sequence from that initial screen as a template to design an iterative, second generation library. In the 24–26–residue, 16,200 member second generation library we varied six residues. Two diad repeat motifs of alternating polar and nonpolar amino acids were preserved to maintain a propensity for non–helical secondary structure. We used a new high–throughput assay to identify members that self–assemble into equilibrium pores in synthetic lipid bilayers. This screen was done at a very stringent peptide to lipid ratio of 1:1000 where most known membrane permeabilizing peptides, including the template peptide, are not active. In a screen of 10,000 library members we identified 16 (~0.2%) that are equilibrium pore–formers at this high stringency. These rare and highly active peptides, which share a common sequence motif, are as potent as the most active pore–forming peptides known. Furthermore, they are not α–helical, which makes them unusual, as most of the highly potent pore–forming peptides are amphipathic α–helices. Here we demonstrate that this synthetic molecular evolution–based approach, taken together with the new high–throughput tools we have developed, enables the identification, refinement and optimization of unique membrane active peptides.

Acid-sensing ion channels (ASICs) are cation-selective proton-gated channels expressed in neurons that participate in diverse physiological processes, including nociception, synaptic plasticity, learning, and memory. ASIC subunits contain intracellular N and C termini, two transmembrane domains that constitute the pore, and a large extracellular loop with defined domains termed the finger, ␤-ball, thumb, palm, and knuckle. Here we examined the contribution of the finger, ␤-ball, and thumb domains to activation and desensitization through the analysis of chimeras and the assessment of the effect of covalent modification of introduced Cys at the domain-domain interfaces. Our studies with ASIC1a-ASIC2a chimeras showed that swapping the thumb domain between subunits results in faster channel desensitization. Likewise, the covalent modification of Cys residues at selected positions in the ␤-ball-thumb interface accelerates the desensitization of the mutant channels. Studies of accessibility with thiol-reactive reagents revealed that the ␤-ball and thumb domains reside apart in the resting state but that they become closer to each other in response to extracellular acidification. We propose that the thumb domain moves upon continuous exposure to an acidic extracellular milieu, assisting with the closing of the pore during channel desensitization.Acid-sensing ion channels (ASICs) 2 are voltage-insensitive cation-permeable channels expressed in neurons of the peripheral and central nervous systems that respond to sudden changes in extracellular pH. Four genes that encode for six ASIC subunits and splice variants have been identified in mammals (ASIC1a, ASIC1b, ASIC2a, ASIC2b, ASIC3, and ASIC4) (1-10). In the central nervous system, disruption of ASIC1a expression causes a number of learning and memory-related phenotypes (11)(12)(13)(14). Conversely, activation of ASIC1a has been linked to neurotoxicity in a mouse model of brain ischemia (15) and in neurodegenerative diseases such as multiple sclerosis (16), Huntington disease (17), Parkinson disease (18), and spinal cord injury (19). There is a substantial body of research that indicates that ASIC subunits participate in nociception in peripheral neurons (20 -22) as well as in pain processing in the central nervous system (23-25). Therefore, ASICs represent novel therapeutic targets to treat pain as well as neurological diseases.ASIC subunits assemble to form homo-and heterotrimers that display distinct proton sensitivities for activation and desensitization kinetics (26 -29). Although the molecular determinants for channel activation have been extensively investigated, less is known about the mechanisms that promote channel desensitization in the continual presence of protons. ASIC subunits contain two membrane-spanning helices that form the pore of the channel and connect to cytoplasmic N-and C-terminal regions and to a large extracellular loop with defined domains termed the wrist, thumb, finger, ␤-ball, knuckle, and palm (see Fig. 1) (30). In the solved structure o...

Pre-mRNA splicing is a key controller of human gene expression. Disturbances in splicing due to mutation lead to dysregulated protein expression and contribute to a substantial fraction of human disease. Several classes of splicing modulator compounds (SMCs) have been recently identified and establish that pre-mRNA splicing represents a target for therapy. We describe herein the identification of BPN-15477, a SMC that restores correct splicing of ELP1 exon 20. Using transcriptome sequencing from treated fibroblast cells and a machine learning approach, we identify BPN-15477 responsive sequence signatures. We then leverage this model to discover 155 human disease genes harboring ClinVar mutations predicted to alter pre-mRNA splicing as targets for BPN-15477. Splicing assays confirm successful correction of splicing defects caused by mutations in CFTR, LIPA, MLH1 and MAPT. Subsequent validations in two disease-relevant cellular models demonstrate that BPN-15477 increases functional protein, confirming the clinical potential of our predictions.