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Olvera de la Cruz, M.

Publications and source records attributed to Olvera de la Cruz, M..

8 recordsLinked to original sources

Engineering the Self-assembly of Bacterial Microcompartment Shell Proteins via Charged Mutations

AbstractProtein self-assembly is a fundamental biological process of great importance for the design and synthesis of biomaterials. Developing the ability to precisely manipulate protein assembly would greatly expand both our understanding of the process and our biotechnological capabilities. Within bacteria, proteins that self-organize to form bacterial microcompartments (MCPs) offer an excellent model system for studying protein self-assembly and advancing biomaterial design capabilities. MCPs consist of irregular polyhedral shells that encase an enzyme core, functioning as enzymatic nanoreactors. In isolation, the abundant shell proteins of the 1,2-propanediol utilization (Pdu) MCP, PduA and PduJ, have a high propensity to self-assemble into tubular structures, analogous in form to carbon nanotubes. Here, we design and characterize tubular structures formed by hexameric PduA and PduJ proteins. We demonstrate that altering hexamer charge offers a systematic strategy for modulating the higherorder assembly of PduA and PduJ across multiple contexts by integrating molecular dynamics simulations with heterologous overexpression, cell-free, and in vivo Salmonella enterica serovar Typhimurium LT2 experiments. First, using molecular simulation, we find that tube chirality and radius play critical roles in determining structural stability and flexibility. Next, overexpression and cell-free experiments show that increasing the overall negative charge of assembling subunits consistently promotes self-assembly into tubular structures. We find that this holds true in the native MCP system, as these same mutations promote the formation of tubular MCP structures in S. enterica LT2. Our results collectively reveal that both electrostatic interactions and fields generated by charges on proteins can be leveraged to control protein-based nanostructures.

biochemistry↗

Vertex protein PduN tunes encapsulated pathway performance by dictating bacterial metabolosome morphology

Engineering subcellular organization in microbes shows great promise in addressing bottlenecks in metabolic engineering efforts; however, rules guiding selection of an organization strategy or platform are lacking. Here, we study compartment morphology as a factor in mediating encapsulated pathway performance. Using the 1,2-propanediol utilization microcompartment (Pdu MCP) system from Salmonella enterica serovar Typhimurium LT2, we find that we can shift the morphology of this protein nanoreactor from polyhedral to tubular by removing vertex protein PduN. Analysis of the metabolic function between these Pdu microtubes (MTs) shows that they provide a diffusional barrier capable of shielding the cytosol from a toxic pathway intermediate, similar to native MCPs. However, kinetic modeling suggests that the different surface area to volume ratios of MCP and MT structures alters encapsulated pathway performance. Finally, we report a microscopy-based assay that permits rapid assessment of Pdu MT formation to enable future engineering efforts on these structures.

bioengineering↗

Computational and experimental approaches to controlling bacterial microcompartment assembly

Bacterial microcompartments compartmentalize the enzymes that aid chemical and energy production in many bacterial species. These protein organelles are found in various bacterial phyla and are postulated to help many of these organisms survive in hostile environments such as the gut of their hosts. Metabolic engineers are interested in repurposing these organelles for non-native functions. Here, we use computational, theoretical and experimental approaches to determine mechanisms that effectively control microcompartment self-assembly. As a model system, we find via multiscale modeling and mutagenesis studies, the interactions responsible for the binding of hexamer-forming proteins propanediol utilization bacterial microcompartments from Salmonella and establish conditions that form various morphologies. We determine how the changes in the microcompartment hexamer protein preferred angles and interaction strengths can modify the assembled morphologies including the naturally occurring polyhedral microcompartment shape, as well as other extended shapes or quasi-closed shapes. We demonstrate experimentally that such altered strengths and angles are achieved via amino acid mutations. A thermodynamic model that agrees with the coarse-grained simulations provides guidelines to design microcompartments. These findings yield insight in controlled protein assembly and provide principles for assembling microcompartments for biochemical or energy applications as nanoreactors.

biophysics↗

Heterochromatin flexibility contributes to chromosome segregation in cell nucleus

While there is a prevalent genome organization in eukaryotic cells, with heterochromatin concentrated at the nuclear periphery, anomalous cases do occur. Deviations of chromatin distribution are frequent, for example, upon aging, under malignant diseases, or even naturally in rod cells of nocturnal mammals. Using molecular dynamic simulations, we study the segregation of heterochromatin in the cell nucleus by modeling interphase chromosomes as diblock ring copolymers confined in a rigid spherical shell. In our model, heterochromatin and euchromatin are distinguished by their bending stiffnesses, while an interaction potential between the spherical shell and chromatin is used as a proxy for lamin-associated proteins. Our simulations indicate that in the absence of attractive interactions between the nuclear shell and the chromatin, the majority of heterochromatin segregates towards the nuclear interior due to depletion of less flexible heterochromatin segments from the nuclear periphery. This inverted chromatin distribution is in accord with experimental observations in rod cells. This "inversion" is also found to be independent of the heterochromatin concentration and chromosome number, and is further enhanced by additional attractive interactions between heterochromatin segments. as well as by allowing bond-crossing to emulate topoisomerase activity. The usual chromatin distribution, with heterochromatin at the periphery, can be recovered by further increasing the bending stiffness of heterochromatin segments or by turning on attractive interactions between the nuclear shell and heterochromatin. Overall, our results indicate that bending stiffness of chromatin could be a contributor to chromosome organization along with differential effects of HP1-driven phase segregation and of loop extruders, and interactions with the nuclear envelope and topological constraints.

biophysics↗

Protein Surface Printer for Exploring Protein Domains

The surface of proteins is vital in determining protein functions. Herein, a program, Protein Surface Printer(PSP), is built that performs multiple functions in quantifying protein surface domains. Two proteins, PETase and cytochrome P450, are used to validate that the program supports atomistic simulations with different combinations of programs and force fields. A case study is conducted on the structural analysis of the spike proteins of SARS-CoV-2 and SARS-CoV, and the human cell receptor ACE2. Although the surface domains of both spike proteins are highly similar, their receptor binding domains(RBDs) and the O-linked glycan domains are structurally different. Statistically, the outer surface of ACE2 displays less correlation with the RBD of SARS-CoV-2 than that of SARS-CoV. The O-linked glycan domain of SARS-CoV-2 is highly positively charged, which may promote binding to negatively charged human cells. Our program paves the way for an accurate understanding of protein binding for aggregation and ligand recognition.

bioinformatics↗

The Distal Polybasic Cleavage Sites of SARS-CoV-2 Spike Protein Enhance Spike Protein-ACE2 Binding

The receptor-binding domain (RBD) of the SARS-CoV-2 spike protein plays a crucial role in binding the human cell receptor ACE2 that is required for viral entry. Many studies have been conducted to target the structures of RBD-ACE2 binding and to design RBD-targeting vaccines and drugs. Nevertheless, mutations distal from the SARS-CoV-2 RBD also impact its transmissibility and antibody can target non-RBD regions, suggesting the incomplete role of the RBD region in the spike protein-ACE2 binding. Here, in order to elucidate distant binding mechanisms, we analyze complexes of ACE2 with the wild type spike protein and with key mutants via large-scale all-atom explicit solvent molecular dynamics simulations. We find that though distributed approximately 10 nm away from the RBD, the SARS-CoV-2 polybasic cleavage sites enhance, via electrostatic interactions and hydration, the RBD-ACE2 binding affinity. A negatively charged tetrapeptide (GluGluLeuGlu) is then designed to neutralize the positively charged arginine on the polybasic cleavage sites. We find that the tetrapeptide GluGluLeuGlu binds to one of the three polybasic cleavage sites of the SARS-CoV-2 spike protein lessening by 34% the RBD-ACE2 binding strength. This significant binding energy reduction demonstrates the feasibility to neutralize RBD-ACE2 binding by targeting this specific polybasic cleavage site. Our work enhances understanding of the binding mechanism of SARS-CoV-2 to ACE2, which may aid the design of therapeutics for COVID-19 infection. O_FIG_DISPLAY_L [Figure 1] M_FIG_DISPLAY TOC: The SARS-CoV-2 spike protein-ACE2 complex showing the polybasic cleavage sites C_FIG_DISPLAY

biophysics↗

Receptor-ligand rebinding kinetics in confinement

Rebinding kinetics of molecular ligands plays a critical role in biomachinery, from regulatory networks to protein transcription, and is also a key factor for designing drugs and high-precision biosensors. In this study, we investigate initial release and rebinding of ligands to their binding sites grafted on a planar surface, a situation commonly observed in single molecule experiments and which occurs during exocytosis in vivo. Via scaling arguments and molecular dynamic simulations, we analyze the dependence of non-equilibrium rebinding kinetics on two intrinsic length scales: average separation distance between the binding sites and dimensions of diffusion volume (e.g., height of the experimental reservoir in which diffusion takes place or average distance between receptor-bearing surfaces). We obtain time-dependent scaling laws for on rates and for the cumulative number of rebinding events (the time integral of on rates) for various regimes. Our analyses reveal that, for diffusion-limited cases, the on rate decreases via multiple power law regimes prior to the terminal steady-state regime, in which the on rate becomes constant. At intermediate times, at which particle density has not yet become uniform throughout the reservoir, the number of rebindings exhibits a distinct plateau regime due to the three dimensional escape process of ligands from their binding sites. The duration of this regime depends on the average separation distance between binding sites. Following the three-dimensional diffusive escape process, a one-dimensional diffusive regime describes on rates. In the reaction-limited scenario, ligands with higher affinity to their binding sites (e.g., longer residence times) delay the power laws. Our results can be useful for extracting hidden time scales in experiments where kinetic rates for ligand-receptor interactions are measured in microchannels, as well as for cell signaling via diffusing molecules.

biophysics↗

Facilitated Dissociation Of Transcription Factors From Single DNA Binding Sites

The binding of transcription factors (TFs) to DNA controls most aspects of cellular function, making the understanding of their binding kinetics imperative. The standard description of bimolecular interactions posits TF off-rates are independent of TF concentration in solution. However, recent observations have revealed that proteins in solution can accelerate the dissociation of DNA-bound proteins. To study the molecular basis of facilitated dissociation (FD), we have used single-molecule imaging to measure dissociation kinetics of Fis, a key E. coli TF and major bacterial nucleoid protein, from single dsDNA binding sites. We observe a strong FD effect characterized by an exchange rate {bsim}1 x 104 M-1s-1, establishing that FD of Fis occurs at the single-binding-site level, and we find that the off-rate saturates at large Fis concentrations in solution. While spontaneous (i.e., competitor-free) dissociation shows a strong salt dependence, we find that facilitated dissociation depends only weakly on salt. These results are quantitatively explained by a model in which partially dissociated bound proteins are susceptible to invasion by competitor proteins in solution. We also report FD of NHP6A, a yeast TF whose structure differs significantly from Fis. We further perform molecular dynamics simulations, which indicate that FD can occur for molecules that interact far more weakly than those we have studied. Taken together, our results indicate that FD is a general mechanism assisting in the local removal of TFs from their binding sites and does not necessarily require cooperativity, clustering, or binding site overlap.\n\nSIGNIFICANCE STATEMENTTranscription factors (TFs) control biological processes by binding and unbinding to DNA. Therefore it is crucial to understand the mechanisms that affect TF binding kinetics. Recent studies challenge the standard picture of TF binding kinetics by demonstrating cases of proteins in solution accelerating TF dissociation rates through a facilitated dissociation (FD) process. Our study shows that FD can occur at the level of single binding sites, without the action of large protein clusters or long DNA segments. Our results quantitatively support a model of FD in which competitor proteins invade partially dissociated states of DNA-bound TFs. FD is expected to be a general mechanism for modulating gene expression by altering the occupancy of TFs on the genome.\n\nAuthor ContributionsRamsey I. Kamar\n\ndesigned research, performed research, contributed new reagents/analytic tools, analyzed data, wrote the paper\n\nEdward J. Banigan\n\ndesigned research, performed research, contributed new reagents/analytic tools, analyzed data, wrote the paper\n\nAykut Erbas\n\ndesigned research, performed research, contributed new reagents/analytic tools, analyzed data, wrote the paper\n\nRebecca D. Giuntoli\n\ndesigned research, performed research, contributed new reagents/analytic tools, analyzed data, wrote the paper\n\nMonica Olvera de la Cruz\n\ndesigned research, performed research, wrote the paper\n\nReid C. Johnson\n\ndesigned research, performed research, contributed new reagents/analytic tools, analyzed data, wrote the paper\n\nJohn F. Marko\n\ndesigned research, performed research, contributed new reagents/analytic tools, analyzed data, wrote the paper

biophysics↗