Biology subjects

Spakowitz, A. J.

Publications and source records attributed to Spakowitz, A. J..

6 recordsLinked to original sources

bioRxiv2026

MACRO-MOLECULAR CROWDING FAVORS WRITHE IN UNWOUND DNA

Genomic DNA is subject to forces and torsion. Some arise mechanically, while others can be entropic, such as those due to crowding within the nuclear environment. Indeed, about 30-40% of the cell is occupied by molecules other than water, and of these, the vast majority are macromolecules. Here, we explore both experimentally and theoretically the interplay between tension, torsion, and macromolecular crowding. Using pharmaceutically relevant crowders of different molecular weights, Dextran 70, and polyethylene glycol (PEG), we observed that macromolecular crowding of unwound, stretched DNA effectively opposed the tension and promoted the formation of plectonemes. A theoretical model representing the equilibrium between B- and L-form DNA fit to the experimental measurements indicates the contractile tension produced by macromolecular crowding of DNA. SIGNIFICANCE STATEMENTDistinct DNA conformers are involved in different cellular processes. Genomic DNA is both stretched and unwound by enzymes in a crowded intracellular medium. This can induce conformational changes between extended, twisted and more compact, plectonemic forms. This study explores the effect of macro-molecular crowding on the conformations of DNA subject to tension and torque. Fitting experimental data to a model for the right-to-left-handed DNA transition, we show that macromolecular crowding induces a contractile force that favors DNA writhe and that such force depends both on the concentration and molecular weight of the crowder.

biophysics↗

bioRxiv2025

Tuning viscoelasticity of dynamic covalent hydrogels for human tissue modeling

The development of three-dimensional (3D) in vitro tissue culture models is critical for biomedical research. Hydrogel-based systems have become a preferred scaffold for 3D models, as they have tunable viscoelastic properties, which are well-known to influence cell morphology and function. In particular, reversible hydrogel crosslinks formed through dynamic covalent chemistry (DCC) can introduce viscoelastic behavior including stress relaxation. However, traditional strategies to increase stress-relaxation rates in DCC gels rely on faster bond kinetics, resulting in faster erosion rates that prevent their use for long-term 3D culture. As an alternative strategy, we explore the use of molecular parameters (specifically molecular weight and degree of functionalization) to independently control the stiffness and stress relaxation behavior while preventing rapid erosion. As demonstration, we develop and validate a modified theoretical model of gel viscoelasticity applied to a two-component DCC gel composed of modified hyaluronic acid and elastin-like protein. Finally, we utilize this tunable gel platform to explore the impact of scaffold viscoelasticity on encapsulated human neural progenitor cells. In summary, this work expands the molecular design space of DCC hydrogels to achieve tunable viscoelastic properties for 3D in vitro models.

bioengineering↗

bioRxiv2024

Determining mesoscale chromatin structure parameters from spatially correlated cleavage data using a coarse-grained oligonucleosome model

The three-dimensional structure of chromatin has emerged as an important feature of eukaryotic gene regulation. Recent technological advances in DNA sequencing-based assays have revealed locus- and chromatin state-specific structural patterns at the length scale of a few nucleosomes ([~]1 kb). However, interpreting these data sets remains challenging. Radiation-induced correlated cleavage of chromatin (RICC-seq) is one such chromatin structure assay that maps DNA-DNA-contacts at base pair resolution by sequencing single-stranded DNA fragments released from irradiated cells. Here, we develop a flexible modeling and simulation framework to enable the interpretation of RICC-seq data in terms of oligonucleosome structure ensembles. Nucleosomes are modeled as rigid bodies with excluded volume and adjustable DNA wrapping, connected by linker DNA modeled as a worm-like chain. We validate the models parameters against cryo-electron microscopy and sedimentation data. Our results show that RICC-seq is sensitive to nucleosome spacing, nucleosomal DNA wrapping, and the strength of inter-nucleosome interactions. We show that nucleosome repeat lengths consistent with orthogonal assays can be extracted from experimental RICC-seq data using a 1D convolutional neural net trained on RICC-seq signal predicted from simulated ensembles. We thus provide a suite of analysis tools that add quantitative structural interpretability to RICC-seq experiments.

genomics↗

bioRxiv2024

Pf bacteriophages hinder sputum antibiotic diffusion via electrostatic binding

Despite great progress in the field, chronic Pseudomonas aeruginosa (Pa) infections remain a major cause of morbidity and mortality in patients with cystic fibrosis, necessitating treatment with inhaled antibiotics. Pf phage is a filamentous bacteriophage produced by Pa that has been reported to act as a structural element in Pa biofilms. Pf presence has been associated with resistance to antibiotics and poor outcomes in cystic fibrosis, though the underlying mechanisms are unclear. Here, we have investigated how Pf phages and sputum biopolymers impede antibiotic diffusion using human sputum samples and fluorescent recovery after photobleaching. We demonstrate that tobramycin interacts with Pf phages and sputum polymers through electrostatic interactions. We also developed a set of mathematical models to analyze the complex observations. Our analysis suggests that Pf phages in sputum reduce the diffusion of charged antibiotics due to a greater binding constant associated with organized liquid crystalline structures formed between Pf phages and sputum polymers. This study provides insights into antibiotic tolerance mechanisms in chronic Pa infections and may offer potential strategies for novel therapeutic approaches. TeaserPf phages and sputum polymers reduce antibiotic diffusion via electrostatic interactions and liquid crystal formation.

microbiology↗

bioRxiv2021

Homologous locus pairing is a transient, diffusion-mediated process in meiotic prophase

The pairing of homologous chromosomes (homologs) in meiosis is essential for distributing the correct numbers of chromosomes into haploid gametes. In budding yeast, pairing depends on the formation of 150-200 Spo11-mediated double-strand breaks (DSBs) that are distributed among 16 homolog pairs, but it is not known if all, or only a subset of these DSBs, contribute to the close juxtaposition of homologs. Having established a system to measure the position of fluorescently tagged chromosomal loci in 3D space over time, we analyzed locus trajectories to determine how frequently, and how long, loci spend colocalized or apart. Continuous imaging revealed highly heterogeneous cell-to-cell behavior of foci, with the majority of cells exhibiting a "mixed" phenotype where foci move into and out of proximity, even at late stages of prophase, suggesting that the axial structures of the synaptonemal complex may be more dynamic than anticipated. The observed plateaus of the mean-squared change in distance (MSCD) between foci informed the development of a biophysical model of two diffusing polymers that captures the loss of centromere linkages as cells enter meiosis, nuclear confinement, and the formation of Spo11-dependent linkages. The predicted number of linkages per chromosome in our theoretical model closely approximates the small number (~2-4) of estimated synapsis-initiation sites, suggesting that excess DSBs have negligible effects on the overall juxtaposition of homologs. These insights into the dynamic in-terchromosomal behavior displayed during homolog pairing demonstrate the power of combining time-resolved in vivo analysis with modeling at the granular level. Significance StatementEssential for sexual reproduction, meiosis is a specialized cell division required for the production of haploid gametes. Critical to this process is the pairing, recombination, and segregation of homologous chromosomes (homologs). While pairing and recombination are linked, it is not known how many linkages are sufficient to hold homologs in proximity. Here, we reveal that random diffusion and the placement of a small number of linkages are sufficient to establish the apparent "pairing" of homologs. We also show that colocalization between any two loci is more dynamic than anticipated. Our study is the first to provide observations of live interchromosomal dynamics during meiosis and illustrates the power of combining single-cell measurements with theoretical polymer modeling.

genetics↗

bioRxiv2019

Chromosomal condensation leads to a preference for peripheral heterochromatin

A layer of dense heterochromatin is found at the periphery of the nucleus. Because this peripheral heterochromatin functions as a repressive phase, mechanisms that relocate genes to the periphery play an important role in regulating transcription. Using Monte-Carlo simulations, we show that an interaction between chromatin and the nuclear boundary need not be specific to heterochromatin in order to preferentially locate heterochromatin to the nuclear periphery. This observation considerably broadens the class of possible interactions that result in peripheral positioning to include boundary interactions that either weakly attract all chromatin or strongly bind to a randomly chosen small subset of loci. The key distinguishing feature of heterochromatin is its high chromatin density with respect to euchromatin. In our model this densification is caused by HP1s preferential binding to H3K9me3 marked histone tails. We conclude that factors that are themselves unrelated to the nuclear periphery can determine which genomic regions condense to form heterochromatin and thereby control which regions are relocated to the periphery.

biophysics↗