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1. Two-Metal Ion Mechanism of DNA Cleavage by Activated, Filamentous SgrAI

   https://doi.org/10.1016/j.jbc.2024.107576  

   Shan, Zelin; Rivero-Gamez, Andres; Lyumkis, Dmitry; Horton, Nancy C (July 2024, Journal of Biological Chemistry)

   Toker, Alex (Ed.)

   Enzymes that form filamentous assemblies with modulated enzymatic activities have gained increasing attention in recent years. SgrAI is a sequence specific type II restriction endonuclease that forms polymeric filaments with accelerated DNA cleavage activity and expanded DNA sequence specificity. Prior studies have suggested a mechanistic model linking the structural changes accompanying SgrAI filamentation to its accelerated DNA cleavage activity. In this model, the conformational changes that are specific to filamentous SgrAI maximize contacts between different copies of the enzyme within the filament and create a second divalent cation binding site in each subunit, which in turn facilitates the DNA cleavage reaction. However, our understanding of the atomic mechanism of catalysis is incomplete. Herein, we present two new structures of filamentous SgrAI solved using cryo-electron microscopy (cryo-EM). The first structure, resolved to 3.3 Å, is of filamentous SgrAI containing an active site mutation that is designed to stall the DNA cleavage reaction, which reveals the enzymatic configuration prior to DNA cleavage. The second structure, resolved to 3.1 Å, is of WT filamentous SgrAI containing cleaved substrate DNA, which reveals the enzymatic configuration at the end of the enzymatic cleavage reaction. Both structures contain the phosphate moiety at the cleavage site and the biologically relevant divalent cation cofactor Mg2+ and define how the Mg2+ cation reconfigures during enzymatic catalysis. The data support a model for the activation mechanism that involves binding of a second Mg2+ in the SgrAI active site as a direct result of filamentation induced conformational changes. 

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2. A Cryptic Binding Pocket Regulates the Metal-Dependent Activity of Cas9

   https://doi.org/10.1101/2025.08.25.672025  

   Ahsan, Mohd; Saha, Aakash; Ramos, Delisa; Strohkendl, Isabel; Skeens, Erin; Lisi, George P; Taylor, David W; Palermo, Giulia (August 2025, bioRxiv)

   Abstract Cas9 is a metal-dependent nuclease that has revolutionized gene editing across diverse cells and organisms exhibiting varying ion uptake, metabolism, and concentrations. However, how divalent metals impact its catalytic function, and consequently its editing efficiency in different cells, remains unclear. Here, extensive molecular simulations, Markov State Models, biochemical and NMR experiments, demonstrate that divalent metals – Mg²⁺, Ca²⁺, and Co²⁺– promote activation of the catalytic HNH domain by binding within a dynamically forming divalent metal binding pocket (DBP) at the HNH-RuvC interface. Mutations in DBP residues disrupt HNH activation and impair the coupled catalytic activity of both nucleases, identifying this cryptic DBP as a key regulator of Cas9’s metal-dependent activity. The ionic strength thereby promotes Cas9’s conformational activation, while its catalytic activity is metal-specific. These findings are critical to improving the metal-dependent function of Cas9 and its use for genome editing in different cells and organisms. 

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3. Substrates (Acyl‐ CoA and Diacylglycerol) Entry and Products ( CoA and Triacylglycerol) Egress Pathways in DGAT1

   https://doi.org/10.1002/jcc.70108  

   Lee, Hwayoung; Im, Wonpil (April 2025, Journal of Computational Chemistry)

   ABSTRACT Diacylglycerol O‐acyltransferase 1 (DGAT1) is an integral membrane protein that uses acyl‐coenzyme A (acyl‐CoA) and diacylglycerol (DAG) to catalyze the formation of triacylglycerides (TAGs). The acyl transfer reaction occurs between the activated carboxylate group of the fatty acid and the free hydroxyl group on the glycerol backbone of DAG. However, how the two substrates enter DGAT1's catalytic reaction chamber and interact with DGAT1 remains elusive. This study aims to explore the structural basis of DGAT1's substrate recognition by investigating each substrate's pathway to the reaction chamber. Using a human DGAT1 cryo‐EM structure in complex with an oleoyl‐CoA substrate, we designed two different all‐atom molecular dynamics (MD) simulation systems: DGAT1^away(both acyl‐CoA and DAG away from the reaction chamber) and DGAT1^bound(acyl‐CoA bound in and DAG away from the reaction chamber). Our DGAT1^awaysimulations reveal that acyl‐CoA approaches the reaction chamber via interactions with positively charged residues in transmembrane helix 7. DGAT1^boundsimulations show DAGs entering into the reaction chamber from the cytosol leaflet. The bound acyl‐CoA's fatty acid lines up with the headgroup of DAG, which appears to be competent to TAG formation. We then converted them into TAG and coenzyme (CoA) and used adaptive biasing force (ABF) simulations to explore the egress pathways of the products. We identify their escape routes, which are aligned with their respective entry pathways. Visualization of the substrate and product pathways and their interactions with DGAT1 is expected to guide future experimental design to better understand DGAT1 structure and function. 

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4. Molecular Dynamics to Predict Cryo-EM: Capturing Transitions and Short-Lived Conformational States of Biomolecules

   https://doi.org/10.3389/fmolb.2021.641208  

   Nierzwicki, Łukasz; Palermo, Giulia (April 2021, Frontiers in Molecular Biosciences)

   null (Ed.)

   Single-particle cryogenic electron microscopy (cryo-EM) has revolutionized the field of the structural biology, providing an access to the atomic resolution structures of large biomolecular complexes in their near-native environment. Today’s cryo-EM maps can frequently reach the atomic-level resolution, while often containing a range of resolutions, with conformationally variable regions obtained at 6 Å or worse. Low resolution density maps obtained for protein flexible domains, as well as the ensemble of coexisting conformational states arising from cryo-EM, poses new challenges and opportunities for Molecular Dynamics (MD) simulations. With the ability to describe the biomolecular dynamics at the atomic level, MD can extend the capabilities of cryo-EM, capturing the conformational variability and predicting biologically relevant short-lived conformational states. Here, we report about the state-of-the-art MD procedures that are currently used to refine, reconstruct and interpret cryo-EM maps. We show the capability of MD to predict short-lived conformational states, finding remarkable confirmation by cryo-EM structures subsequently solved. This has been the case of the CRISPR-Cas9 genome editing machinery, whose catalytically active structure has been predicted through both long-time scale MD and enhanced sampling techniques 2 years earlier than cryo-EM. In summary, this contribution remarks the ability of MD to complement cryo-EM, describing conformational landscapes and relating structural transitions to function, ultimately discerning relevant short-lived conformational states and providing mechanistic knowledge of biological function. 

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5. The electronic structure of genome editors from the first principles

   https://doi.org/10.1088/2516-1075/acb410  

   Nierzwicki, Łukasz; Ahsan, Mohd; Palermo, Giulia (February 2023, Electronic Structure)

   Abstract Ab-initio molecular dynamics enables following the dynamics of biological systems from the first principles, describing the electronic structure and offering the opportunity to “watch” the evolution of biochemical processes with unique resolution, beyond the capabilities of state-of-the-art experimental techniques. This article reports the role of first-principles ( ab-initio ) molecular dynamics (MD) in the CRISPR-Cas9 genome editing revolution, achieving a profound understanding of the enzymatic function and offering valuable insights for enzyme engineering. We introduce the methodologies and explain the use of ab-initio MD simulations to establish the two-metal dependent mechanism of DNA cleavage in the RuvC domain of the Cas9 enzyme, and how a second catalytic domain, HNH, cleaves the target DNA with the aid of a single metal ion. A detailed description of how ab-initio MD is combined with free-energy methods—i.e., thermodynamic integration and metadynamics—to break and form chemical bonds is given, explaining the use of these methods to determine the chemical landscape and establish the catalytic mechanism in CRISPR-Cas9. The critical role of classical methods is also discussed, explaining theory and application of constant pH MD simulations, used to accurately predict the catalytic residues’ protonation states. Overall, first-principles methods are shown to unravel the electronic structure and reveal the catalytic mechanism of the Cas9 enzyme, providing valuable insights that can serve for the design of genome editing tools with improved catalytic efficiency or controllable activity. 

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