March 2025
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5 Reads
Nano Letters
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March 2025
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5 Reads
Nano Letters
December 2024
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34 Reads
Versatile DNA and polypeptide‐based structures have been designed based on complementary modules. However, polypeptides can also form higher oligomeric states. We investigated the introduction of tetrameric modules as a substitute for coiled‐coil dimerization units used in previous modular nanostructures. Tetramerizing helical bundles can run in parallel or antiparallel orientation, expanding the number of topological solutions for modular nanostructures. Furthermore, this strategy facilitates the construction of nanostructures from two identical polypeptide chains. Importantly, tetrameric modules substantially stabilized protein nanostructures against air–water interface denaturation, enabling the determination of the first cryo‐electron microscopy three‐dimensional structure of a coiled‐coil‐based nanostructure, confirming the designed agreement of the modules forming a tetrahedral cage.
December 2024
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9 Reads
Angewandte Chemie
Versatile DNA and polypeptide‐based structures have been designed based on complementary modules. However, polypeptides can also form higher oligomeric states. We investigated the introduction of tetrameric modules as a substitute for coiled‐coil dimerization units used in previous modular nanostructures. Tetramerizing helical bundles can run in parallel or antiparallel orientation, expanding the number of topological solutions for modular nanostructures. Furthermore, this strategy facilitates the construction of nanostructures from two identical polypeptide chains. Importantly, tetrameric modules substantially stabilized protein nanostructures against air‐water interface denaturation, enabling the determination of the first cryo‐electron microscopy three‐dimensional structure of a coiled‐coil‐based nanostructure, confirming the designed agreement of the modules forming a tetrahedral cage.
November 2024
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62 Reads
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1 Citation
RNA-membrane interactions are starting to emerge as an important organizing force in both natural and synthetic biological systems. Notably, RNA molecules were recently discovered to be present on the extracellular surface of living cells, where they mediate intercellular signalling. Furthermore, RNA-membrane interactions influence the efficacy of lipid-based RNA delivery systems. However, the molecular terms driving RNA localisation at the membrane remain poorly understood. In this work, we investigate how RNA-phospholipid membrane interactions occur, by means of all-atom simulations. We find that among the four RNA nucleobases guanine exhibits the strongest interaction with the membrane due to extensive hydrogen bond formation. Additionally, we show that intra-RNA base pairing present in organised RNA structures significantly hinders RNA binding to the membrane. Elucidating the molecular details of RNA-membrane association will importantly contribute to improving the design of RNA-based drugs as well as lipid-based RNA delivery systems and to parsing out RNA transport and localisation mechanisms.
September 2024
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18 Reads
Nucleic acid processing enzymes use a two‐Mg²⁺‐ion motif to promote the formation and cleavage of phosphodiester bonds. Yet, recent evidence demonstrates the presence of spatially conserved second‐shell cations surrounding the catalytic architecture of proteinaceous and RNA‐dependent enzymes. The RNase mitochondrial RNA processing (MRP) complex, which cleaves the ribosomal RNA (rRNA) precursor at the A3 cleavage site to yield mature 5′‐end of 5.8S rRNA, hosts in the catalytic core one atypically‐located Mg²⁺ ion, in addition to the ions forming the canonical catalytic motif. Here, we employ biased quantum classical molecular dynamics simulations of RNase MRP to discover that the third Mg²⁺ ion inhibits the catalytic process. Instead, its displacement in favour of a second‐shell monovalent K⁺ ion propels phosphodiester bond cleavage by enabling the formation of a specific hydrogen bonding network that mediates the essential proton transfer step. This study points to a direct involvement of a transient K⁺ ion in the catalytic cleavage of the phosphodiester bond and implicates cation trafficking as a general mechanism in nucleic acid processing enzymes and ribozymes.
August 2024
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37 Reads
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5 Citations
The Journal of Physical Chemistry Letters
July 2024
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6 Reads
Angewandte Chemie
Nucleic acid processing enzymes use a two‐Mg2+‐ion motif to promote the formation and cleavage of phosphodiester bonds. Yet, recent evidence demonstrates the presence of spatially conserved second‐shell cations surrounding the catalytic architecture of proteinaceous and RNA‐dependent enzymes. The RNase mitochondrial RNA processing (MRP) complex, which cleaves the ribosomal RNA (rRNA) precursor at the A3 cleavage site to yield mature 5'‐end of 5.8S rRNA, hosts in the catalytic core one atypically‐located Mg2+ ion, in addition to the ions forming the canonical catalytic motif. Here, we employ biased quantum classical molecular dynamics simulations of RNase MRP to discover that the third Mg2+ ion inhibits the catalytic process. Instead, its displacement in favour of a second‐shell monovalent K+ ion propels phosphodiester bond cleavage by enabling the formation of a specific hydrogen bonding network that mediates the essential proton transfer step. This study points to a direct involvement of a transient K+ ion in the catalytic cleavage of the phosphodiester bond and implicates cation trafficking as a general mechanism in nucleic acid processing enzymes and ribozymes.
December 2023
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46 Reads
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10 Citations
Cleavage and formation of phosphodiester bonds in nucleic acids is accomplished by large cellular machineries composed of both protein and RNA. Long thought to rely on a two-metal-ion mechanism for catalysis, structure comparisons revealed many contain highly spatially conserved second-shell monovalent cations, whose precise function remains elusive. A recent high-resolution structure of the spliceosome, essential for pre-mRNA splicing in eukaryotes, revealed a potassium ion in the active site. Here, we employ biased quantum mechanics/ molecular mechanics molecular dynamics to elucidate the function of this monovalent ion in splicing. We discover that the K⁺ ion regulates the kinetics and thermodynamics of the first splicing step by rigidifying the active site and stabilizing the substrate in the pre- and post-catalytic state via formation of key hydrogen bonds. Our work supports a direct role for the K⁺ ion during catalysis and provides a mechanistic hypothesis likely shared by other nucleic acid processing enzymes.
July 2023
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84 Reads
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17 Citations
Journal of Medicinal Chemistry
Two new 'hybrid' metallodrugs of Au(III) (AuTAML) and Cu(II) (CuTAML) were designed featuring a tamoxifen-derived pharmacophore to ideally synergize the anticancer activity of both the metal center and the organic ligand. The compounds have antiproliferative effects against human MCF-7 and MDA-MB 231 breast cancer cells. Molecular dynamics studies suggest that the compounds retain the binding activity to estrogen receptor (ERα). In vitro and in silico studies showed that the Au(III) derivative is an inhibitor of the seleno-enzyme thioredoxin reductase, while the Cu(II) complex may act as an oxidant of different intracellular thiols. In breast cancer cells treated with the compounds, a redox imbalance characterized by a decrease in total thiols and increased reactive oxygen species production was detected. Despite their different reactivities and cytotoxic potencies, a great capacity of the metal complexes to induce mitochondrial damage was observed as shown by their effects on mitochondrial respiration, membrane potential, and morphology.
June 2023
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25 Reads
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2 Citations
Journal of Chemical Information and Modeling
The spliceosome machinery catalyzes precursor-messenger RNA (pre-mRNA) splicing by undergoing at each splicing cycle assembly, activation, catalysis, and disassembly processes, thanks to the concerted action of specific RNA-dependent ATPases/helicases. Prp2, a member of the DExH-box ATPase/helicase family, harnesses the energy of ATP hydrolysis to translocate a single pre-mRNA strand in the 5' to 3' direction, thus promoting spliceosome remodeling to its catalytic-competent state. Here, we established the functional coupling between ATPase and helicase activities of Prp2. Namely, extensive multi-μs molecular dynamics simulations allowed us to unlock how, after pre-mRNA selection, ATP binding, hydrolysis, and dissociation induce a functional typewriter-like rotation of the Prp2 C-terminal domain. This movement, endorsed by an iterative swing of interactions established between specific Prp2 residues with the nucleobases at 5'- and 3'-ends of pre-mRNA, promotes pre-mRNA translocation. Notably, some of these Prp2 residues are conserved in the DExH-box family, suggesting that the translocation mechanism elucidated here may be applicable to all DExH-box helicases.
... ML is in the process of revolutionizing how we make sense of experimental and simulation data in science, including in the study of IDRs, and how we generate new data altogether (Lindorff-Larsen and Kragelund, 2021; Ramanathan et al., 2021;Aupič et al., 2024). Machine learning methods, in particular neural networks (NN), are now routinely used to help understand the connections between IDR sequence, ensembles, biophysical properties, and biological functions (Figure 1). ...
August 2024
The Journal of Physical Chemistry Letters
... The ILS•C* complex would need to perform a parallel set of rearrangements (Fig 7A), but in the absence of bound exons. Recent refinements of C-complex-like spliceosomes identified the C i complex, a low free energy state complex on pathway between C and C* (Wilkinson et al. 2021;Aupič et al. 2023), further demonstrating the flexibility of spliceosome transitions between the C and C* complexes. This study also identified a long suspected monovalent metal binding site (Tseng and Cheng 2008;Marcia and Pyle 2012; Tseng and Cheng 2013) that when occupied by K + , favors F1 over R1 during the first step (Wilkinson et al. 2021;Aupič et al. 2023). ...
December 2023
... Moreover, bioenergetic interactions of metal-containing agents are generally not well characterized, with some notable exceptions. There have been studies of a small number of metal complexes containing iridium, 13 cobalt, 14 copper, 14,15 gold, [15][16][17][18] platinum, 19 ruthenium, [20][21][22] rhenium, 23 and iron 24 that include assessments of the inuence of the compounds on bioenergetics. However, to our knowledge, none of these complexes leverage light-mediated mechanisms of activation. ...
July 2023
Journal of Medicinal Chemistry
... However, the extracellular and intracellular domains are missing from these structures. Recently, all-atom molecular dynamics (MD) simulations suggested that the extracellular domain is disordered and, upon Cu(I) binding, the extracellular domain approaches the selectivity filter, which leads to the opening of the transporter and conformational changes in the transmembrane helices [21]. ...
November 2022
Proceedings of the National Academy of Sciences
... To evaluate the stability of the proposed coordination spheres, we first equilibrated the system by classical MD simulations, followed by more accurate QM/MM MD, based on the DFT-BLYP level of theory for the QM part and on Amber ff14SB (protein) and χ OL3 (RNA) force fields for the MM part ( Supplementary Fig. 1) 23 . Since in the C state, the branching reaction is already completed, we rebuilt the reactant state by breaking the non-canonical 2'-5' bond between BPA and G( + 1) and restoring the bond between G(−1)-O3' and G(+1)-P (Fig. 1b). ...
October 2022
Wiley interdisciplinary reviews: Computational Molecular Science.
... In particular, proteins are decorated with chelating amino acids such as histidines, forming an intramolecular interface that has been used, for example, to guide the formation of a 16-helix structure with zinc as a bridging metal (Salgado et al., 2007) (PDB ID: 2QLA). Metals have also been used to achieve reversible regulation of the assembly through changes in pH to modify the protonation state of histidines or the addition of EDTA as a chelating agent (Aupič et al., 2024). Rules that control the strength, directionality, and selectivity of the assembly have been presented in an approach called "metal-directed protein self-assembly" (Salgado et al., 2010). ...
June 2022
Science Advances
... Next, we deployed enhanced sampling simulations, i.e., metadynamics (MTD) simulations in this work, to study the process of metal release from the transport site into the cytoplasm. MTD simulations have been used to study substrate binding and release in various transporters [43][44][45][46] , but have not been applied to any highly charged system like BbZIP due to the challenges in simulating the behaviors of transition metals. Established on our recent work on zinc binding to various ligands 47,48 , we systematically identified the optimal configuration of parameters governing the system dynamics and addressed the pressing issue of zinc translocation through BbZIP by using volumetric collective variables (CVs) and iteratively optimizing the MTD simulation parameters. ...
April 2022
QRB Discovery
... We recently showed that each monomer of the hCtr1 extracellular domains binds two Cu(II) ions, resulting in a total of six Cu(II) ions per hCtr1 trimer. These results were derived from various in vitro EPR, UV-Vis measurements, and MD simulations on the full-length hCtr1 protein [22]. We also showed that a hCtr1 monomer can coordinate up to five Cu(I) ions and that the intracellular domain of hCtr1 occupies various conformational states as a function of Cu(I) concentration. ...
February 2022
Biophysical Journal
... When considering the binding of Cu(I) in the selectivity filter, simulations were begun from the position occupied in the crystal structure (PDB: 6m98) (11), where both Cu(I) ions lie below the plane of the Met-triad to which they bind and are 7.22 Å apart. The coordination distance is 2. (61). The root-mean-square deviation (RMSD) of the QM/MM MD-optimized selectivity filter was 5.3 Å with respect to the crystal structure (Fig. S9). ...
November 2021
... To comprehensively characterize these vehicles, we developed a screening method that allowed monitoring of three relevant dimensions: STV release (1), STV uptake (2), and RNA transfer e ciency (3). We created a reporter cell line expressing the N-split part (LgBiT 20 ) of NanoLuciferase (Nluc), as well as the C-split part (C-Fluc) of Fire y Luciferase (Fluc), fused to an N6 coil and the GP41-1 C-intein 21,22 . The STV constructs contained a HiBiT tag that enabled quanti cation of STV release into the supernatant of producer cells (1). ...
April 2021