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Modeling the Biophysics of Cellular Membranes

Alexander Sodt
  • Alexander J. Sodt, PhD, Head, Unit on Membrane Chemical Physics
  • Melanie Brunet, PhD, Postdoctoral Fellow
  • Amirali Hossein, PhD, Postdoctoral Fellow
  • Laura Lopes, PhD, Postdoctoral Fellow
  • Jay Dadhania, BS, Postbaccalaureate Fellow
  • Noah Englander, BS, Postbaccalaureate Fellow
  • Benjamin Hu, MS, Postbaccalaureate Fellow
  • Andrew Beaven, PhD, Special Volunteer

The integrity of lipid membranes is essential for life. They provide spatial separation of the chemical contents of the cell and thus make possible the electrical and chemical potential differences that are used to transmit signals and perform work. However, the membrane must be broken frequently to form, for example, new membrane structures in the cell. The simplest structure is a vesicle to transport cargo. Such vesicles are constantly cycled between organelles and the outer plasma membrane. Thus, there is a careful balance between boundary-establishing membrane fidelity and the necessary ability of the cell to change these boundaries.

The challenge in studying the membrane is its complexity. The membrane is a thin sheet of small molecules, i.e., lipids. There are hundreds of types of lipids in the cell. Each lipid changes the properties of the membrane in its vicinity, sometimes making the sheet stiffer, sometimes softer, and sometimes acting to bend the membrane into a ball or tube. Furthermore, the lipids are constantly jostling and tangling, both with each other and with proteins embedded in the membrane. To predict of how membranes are reshaped thus requires not only knowing how lipids affect the properties of the membrane surface, but also the location of specific lipids.

The question as to how molecular-scale features influence extensive biological processes must be answered in the language of physical laws. Physics is the language of mechanism at the molecular scale. The challenge is linking physics to the ‘big’ processes that happen in life. Our lab uses detailed physics-driven molecular simulation to ‘build up’ models that can be applied at the much larger level of the cell, which requires retaining important information and eliminating irrelevant details. The software our lab develops is based on the models that we are building. Thus, a broad objective of our research is to create a publicly available software package that can be used either as a stand-alone application for analyzing membrane-reshaping processes or as a library for cellular-scale modeling packages for which the role of the membrane may be unclear or unanticipated.

The projects use the NIH computing resources, including the Biowulf cluster, to run simulations and models. We use molecular dynamics software (such as NAMD and CHARMM) to conduct molecular simulations. In-house software development for public distribution is a key element of the lab's work.

A key question of our current work is "Why do we have the lipids we have?", which directly impacts what happens when lipid homeostasis goes wrong. We are particularly interested in cholesterol and its impact on membranes, including in diseases in which cholesterol synthesis is impaired. Another target of our work is the impact of lipid compositional complexity, and the consequences of the scrambling of plasma membrane asymmetry, where asymmetrical composition is typically tightly constrained.

Sterol evolution and ergosterol function

Cholesterol is the major unique lipid in the outer plasma membrane of cells, where it is necessary for many basic cellular functions. A major question in lipid biology and biophysics is why we have evolved to have specific sterol species, e.g., cholesterol and ergosterol. In yeast, the vacuole membrane phase-separates, forming domains with both distinct physical properties as well as affinities for particular membrane-associated proteins. In a collaborative study with Itay Budin's lab, enzymes of the ergosterol biosynthetic pathway were systematically knocked out, yielding distinct morphology and fluidity of the vacuole membrane. Ergosterol was not the strongest ordering lipid, perhaps contradicting intuition that the evolutionarily targeted sterol would be a maximum of some simple property. Instead, ergosterol led to both phase separation as well as to an ordered domain that was cleanly fluid, suggesting that ergosterol is optimal for the functional properties of the vacuole beyond phase separation. Our molecular simulations show the structural basis for this fluidity, with a distinct sub-population of ordered lipids at the nanometer scale induced by the sterol. To be fluid at the scale of the domain in the vacuole, the ordered lipid complexes must be of a finite scale, that is, the sterol must both induce order and limit it to small scales, similarly to that observed by cholesterol.

Lipid structure around the cellular fusion promoter myomaker

Myomaker and myomerger are proteins in muscle cells necessary for fusion (a critical process in building multi-nucleated muscle cells), but whose molecular mechanisms for inducing fusion are unknown. Inducing myomaker and myomerger expression in normally fusion-incompetent cells induces fusion, suggesting that these proteins have a direct role. Yet unlike typical fusion machinery, myomaker does not extend significantly above the plasma membrane, suggesting it does not have a receptor-targeting domain or a stalk that would reconfigure to mechanically influence cell-cell fusion.

Data instead suggest a lipid-centered effect. Myomaker is homologous to a ceramidase, yet in our work we did not detect an ability to regulate ceramides. Instead, myomaker was associated with a number of lipid-related observations. First, treatment by a ceramide synthase inhibitor increased both fusion and the expression of ether lipids. Myomaker and ether lipids were correlated in pseudoviral budding experiments, suggesting that the two lipids are tightly spatially correlated on the plasma membrane. Increasing ether lipid content also increased plasma-membrane expression of myomaker and fusion, also correlating with the exterior presentation of phosphatidylethanolamine and phosphatidylserine lipids, lipids that are normally present on the inner plasma membrane leaflet. While molecular simulations found no clear correlation of myomaker with ether lipids, we detected a substantial membrane-thinning effect near residues, with functional implications inferred from mutational analysis. This membrane deformation is suggestive of a mechanism in which myomaker is able to scramble nearby lipids, exposing fusogenic phosphatidylethanolamine lipids to the outer leaflet.

Structure and function of the magnesium-transporting P-Type ATPase MgtA

Bacteria must control the amount of intracellular magnesium, an important cofactor for numerous enzymes and nucleic acid structures. In this collaboration including two other intramural labs, our simulations support the Matthies' lab's structure of MgtA, a magnesium-transporting P-Type ATPase. Unexpectedly, the transporter appears as a stable dimer, with cryo-EM providing a detailed molecular interface between the two units with multiple hydrophobic residues and salt bridges. Molecular simulations show the dynamics and stability of this interface. Additionally, simulations indicate the detailed coordination and hydration of a critical magnesium ion binding site, and predict the binding stability of magnesium compared with sodium. Simulations predict the hydration of the transporter's interior beyond structural studies, which are typically unable to resolve dynamic structures.

Publications

  1. Soubias O, Foley SL, Jian X, Jackson RA, Zhang Y, Rosenberg E, Hu BJ, Li J, Heinrich F, Johnson ME, Sodt AJ, Randazzo PA, Byrd RA. An active allosteric mechanism in ASAP1-mediated Arf1 GTP hydrolysis redefines PH domain function. Nat Commun 2025 16(1):8701
  2. Zeinert R, Zhou F, Franco P, Zöller J, Madni ZK, Lessen H, Aravind L, Langer JD, Sodt AJ, Storz G, Matthies D. P-type ATPase magnesium transporter MgtA acts as a dimer. Nat Struct Mol Biol 2025 32(9):1633-1643
  3. Juarez-Contreras I, Lopes LJS, Holt J, Yu-Liao L, O’Shea K, Ruiz-Ruiz J, Sodt AJ, Budin I. Structural dissection of ergosterol metabolism reveals a pathway optimized for membrane phase separation. Sci Adv 2025 11(17):eadu7190
  4. Wherley TJ, Zhao X, Hindi SM, Lopes LJS, Leikina E, Rowan FC, Setchell KDR, Sodt AJ, Chernomordik LV, Millay DP. Myomaker and ether lipids cooperate to promote fusion-competent membrane states. Cell Rep 2026 45(2):116900
  5. Fu Y, Johnson DH, Beaven AH, Sodt AJ, Zeno WF, Johnson ME. Predicting protein curvature sorting across membrane compositions. Biophys J 2026 in press

Collaborators

  • Itay Budin, PhD, University of California San Diego, La Jolla, CA
  • Margaret E. Johnson, PhD, Johns Hopkins University, Baltimore, MD
  • Doreen Matthies, PhD, Unit on Structural Biology, NICHD, Bethesda, MD
  • Douglas Millay, PhD, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
  • Paul Randazzo, MD, PhD, Laboratory of Cellular and Molecular Biology, Center for Cancer Research, NCI, Bethesda, MD
  • Olivier Soubias, PhD, Structural Biophysics Laboratory, Center for Cancer Research, NCI, Frederick, MD
  • Gisela Storz, PhD, Section on Environmental Gene Regulation, NICHD, Bethesda, MD