Biology subjects

Frkic, R.

Publications and source records attributed to Frkic, R..

5 recordsLinked to original sources

bioRxiv2025

Fragment Screening and Structure-Guided Development of Heparanase Inhibitors Reveals Orthosteric and Allosteric Inhibition

Heparanase is the sole enzyme responsible for breaking down heparan sulfate within the extracellular matrix and its overexpression is linked to human diseases. Despite heparanase being a promising drug target, most efforts have focused on substrate mimetics, which have failed clinical trials, highlighting the need for new inhibitor scaffolds. Here, we employed fragment-based drug design to explore novel chemical space to develop small molecule inhibitors of heparanase. We used a crystallographic and computational approach to identify 31 fragments that bind heparanase; five of these inhibited heparanase in the micromolar range. One of these fragments underwent two cycles of fragment growing, which resulted in a compound with a seven-fold increased potency compared to the initial hit. The results from our fragment screen unveil untapped chemical space for heparanase inhibition, paving the way for the development of potent drug leads with the potential to transform the treatment of heparanase-related diseases. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=56 SRC="FIGDIR/small/679132v1_ufig1.gif" ALT="Figure 1"> View larger version (21K): org.highwire.dtl.DTLVardef@4a5c9corg.highwire.dtl.DTLVardef@61340org.highwire.dtl.DTLVardef@d9d2ddorg.highwire.dtl.DTLVardef@a2cf82_HPS_FORMAT_FIGEXP M_FIG C_FIG

biochemistry↗

bioRxiv2025

Structural and Evolutionary Constraints of Organophosphate Resistance in Dipteran Carboxylesterases

Enzymatic detoxification of organophosphate (OP) insecticides can confer resistance in some insects, yet the precise molecular basis of this trait, and how it has evolved, remains poorly understood. In certain dipteran species, a G[->]D mutation in the oxyanion hole of -carboxylesterases (CBEs) enhances OP hydrolysis, yet this adaptation is not widespread despite the presence of orthologous CBEs in other insect species that are also exposed to OPs. The extent, and molecular basis, of evolutionary contingency and epistasis in this catalytic OP resistance has not been explored, and how further mutations might optimize OP detoxification in the future is not clear. Here, we systematically compare OP hydrolysis and analyse structures of CBE orthologs across several dipteran species, revealing that the success of the G137D mutation is sequence context-dependent. We employed laboratory-directed evolution to enhance OP turnover over 1000-fold vs. the wild-type enzyme and tested these variants in transgenic Drosophila melanogaster, demonstrating that improved catalytic rates do not directly translate to increased resistance. By highlighting the trade-off between organophosphate affinity and turnover, this work further clarifies the complex evolutionary trajectories determining why a particular resistance mechanism may evolve in some species but not others. SignificanceThis study reveals the intricate evolutionary path to insecticide resistance in insects, highlighting why a potent resistance mutation is effective in some species but not others. We show that the mutations success is contingent on the enzymes pre-existing structural features, highlighting the strong intramolecular epistasis. Using laboratory evolution, we enhanced the enzymes detoxification activity over 1000-fold, yet discovered this did not translate to increased resistance in transgenic flies. This surprising result demonstrates that effective real-world resistance requires a delicate balance between an enzymes ability to bind an insecticide (affinity) and its speed at breaking it down (turnover), providing crucial insights into the constraints governing molecular adaptation.

biochemistry↗

bioRxiv2025

Enthalpy-entropy trade-offs in the evolution of ligand specificity in a superfamily of transcription factors

Proteins operate through ligand and solvent interactions governed by thermodynamics, yet the enthalpy-entropy trade-offs that guide their functional evolution remain poorly understood. The LacI/GalR family (LGF) of transcription factors provides a system for examining how these trade-offs evolve over billions of years but has seldom been studied from a full thermodynamic perspective. While the evolution of ligand specificity has been well-studied, the thermodynamic determinants underlying the changes in specificity is not well understood - especially how proteins alter thermodynamic strategies to optimize affinity. By reconstructing LGF ancestors, we reveal a shift from entropy-driven binding in the most distant ancestor, to enthalpy-driven binding in the most recent ancestor and extant LacI. The most distant ancestor is characterized by the ability to bind its ligand in an open and dynamic conformation, and we propose that entropically-driven binding is driven by the presence of entropic reservoirs. This thermodynamic binding trade-off between the most distant and most recent ancestor is in accordance with the concept of ancient life that existed in a hot Earth environment, where higher temperatures enhanced entropically-driven binding. This suggests that molecular binding mechanisms evolved not just for ligand specificity, but to adapt to environmental pressures such as cooling Earth temperatures where enthalpic binding modes are favored.

biochemistry↗

bioRxiv2024

Ancestral reconstruction of polyethylene terephthalate degrading cutinases reveals a rugged and unexplored sequence-fitness landscape

The enzymatic degradation of polyethylene terephthalate (PET) is a promising method of advanced plastic recycling. Traditional protein engineering methods often fall short in exploring protein sequence space for optimal enzymes due to structural and rational design limitations. Our study addresses this by using multiplexed ancestral sequence reconstruction (mASR) to explore the evolutionary sequence space of PET-degrading cutinases. With a dataset of 397 cutinase sequences, we created a diverse library of ancestral sequences. Experimental characterization of 48 ancestral sequences revealed a wide range of PETase activities, highlighting the value of mASR in uncovering functional variants when compared to traditional ASR. Our results showed that PETase activity in cutinases evolved through diverse pathways involving distal mutations to the active site, and is readily accessible within this family. Additionally, our analysis of the PETase fitness landscape using one-hot encoding (OHE) and local ancestral sequence embedding (LASE) highlighted the effectiveness of LASE in capturing sequence features relevant to activity. This work emphasizes the utility of mASR as a protein engineering tool for identifying enhanced PET-degrading enzymes, and the advantages of the LASE embedding scheme in mapping the PETase fitness landscape.

biochemistry↗

bioRxiv2021

Discovery of Antiviral Cyclic Peptides Targeting the Main Protease of SARS-CoV-2 via mRNA Display

Antivirals that specifically target SARS-CoV-2 are needed to control the COVID-19 pandemic. The main protease (Mpro) is essential for SARS-CoV-2 replication and is an attractive target for antiviral development. Here we report the use of the Random nonstandard Peptide Integrated Discovery (RaPID) mRNA display on a chemically cross-linked SARS-CoV-2 Mpro dimer, which yielded several high-affinity thioether-linked cyclic peptide inhibitors of the protease. Structural analysis of Mpro complexed with a selenoether analogue of the highest-affinity peptide revealed key binding interactions, including glutamine and leucine residues in sites S1 and S2, respectively, and a binding epitope straddling both protein chains in the physiological dimer. Several of these Mpro peptide inhibitors possessed antiviral activity against SARS-CoV-2 in vitro with EC50 values in the low micromolar range. These cyclic peptides serve as a foundation for the development of much needed antivirals that specifically target SARS-CoV-2.

biochemistry↗