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Biology subjects

Marras, A. E.

Publications and source records attributed to Marras, A. E..

2 recordsLinked to original sources

Structural heterogeneity in mRNA-LNP subpopulations revealed by AF4-SAXS: implications for cargo loading and cell transfection

Lipid nanoparticles are the leading platform for the delivery of nucleic acid therapeutics, yet their structural complexity remains a significant barrier to achieve rational design and predictable function. Part of this complexity arises from the non-equilibrium assemblies that are difficult to identify using ensemble average techniques given the substantial heterogeneity in all properties. Aiming to overcome the limitations of traditional characterization methods, we combined asymmetric flow field-flow fractionation with in-line small-angle X-ray scattering and spectroscopic analyses, nanoflow cytometry, and cryo-EM to construct detailed structural models of mRNA-loaded nanoparticles formulated with different amounts of mRNA loading (N/P ratios of 3 and 6). This combination of techniques revealed that microfluidic formulation produces structurally diverse nanoparticle subpopulations differing in size, anisotropy, and cargo loading. Notably, these variations extend to the particle internal organization: spheroidal geometries display densely loaded mRNA cores, whereas bleb-like morphologies exhibit reduced mRNA content relative to the lipid amount within segregated domains at the core. NanoFCM further shows that the N/P ratio modulates cargo distribution across individual nanoparticles, with N/P=6 yielding a more uniform mRNA copy number per particle across subpopulations than N/P=3. These differences resulted in higher transfection efficacies for the N/P=6 formulation, highlighting core organization and loading homogeneity as key parameters for efficacious delivery. Together, these results establish a direct link between LNP architecture, internal organization, cargo distribution, and transfection efficiency, underscoring the importance of accounting for heterogeneity in the rational design of nucleic acid delivery systems.

biophysics↗

Unraveling the Folding Dynamics of DNA Origami Structures

Achieving high folding yield remains a major challenge in DNA origami, particularly as structures increase in complexity and scale. Here, we investigate how DNA origami design influences folding yield and kinetics using a combination of real-time fluorometry, gel electrophoresis, electron microscopy, and theoretical analysis. Results reveal a balance of the free energy changes from loop formation and hybridization that govern nucleation of nanostructure assembly, while the extent of cooperativity determines the overall assembly behavior. We measure the effect of structural complexity, staple design, and scaffold design on each energetic parameter, folding yield, and kinetics. We show that the scaffold crossover pattern determines the extent of cooperativity and subsequent folding kinetics, where fewer scaffold crossovers result in more cooperative folding. We also demonstrate that limiting the number of crossovers per staple should be prioritized over extending staple binding domains. The entropic penalty dominates the lower energy binding, disrupting folding. Finally, we demonstrate a 1-2 hour focused annealing ramp strategy that can increase yield up to 17% relative to traditional multi-day ramps. Optimizing energy changes and the contribution of cooperativity through design can significantly enhance folding yield and assembly time, particularly for complex structures, aiding the design and assembly of large-scale materials. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=101 SRC="FIGDIR/small/664431v1_ufig1.gif" ALT="Figure 1"> View larger version (28K): org.highwire.dtl.DTLVardef@6d6eb9org.highwire.dtl.DTLVardef@80641dorg.highwire.dtl.DTLVardef@12cde70org.highwire.dtl.DTLVardef@bfb9d3_HPS_FORMAT_FIGEXP M_FIG C_FIG

bioengineering↗