Biology subjects

Weitz, D.

Publications and source records attributed to Weitz, D..

15 recordsLinked to original sources

bioRxiv2026

A Microgel-Based Platform for Tunable Expansion and Function of γδ T-cells

Current {gamma}{delta} T-cell expansion protocols often sacrifice functionality for yield and largely ignore the context of activation. Here we utilize a tunable alginate microgel system functionalized with anti-CD3 and co-stimulatory antibodies (CD28 or CD2) to investigate the impact of biochemical signaling and substrate mechanics on {gamma}{delta} T-cell activation. Microgel-mediated expansion was compared to conventional soluble antibodies and TransAct beads. The microgels enhanced {gamma}{delta} T-cell expansion compared to soluble antibodies, allowed for controlled tuning of differentiation state, and promoted higher NKG2D, IFN-{gamma} and TNF- expression levels. Functionally, microgel-expanded {gamma}{delta} T-cells exhibited superior cytotoxicity against both solid and liquid tumor targets. This system also allowed elucidation of the differences in stimulation requirements for various donors, based on the starting phenotype. These findings establish a tunable platform for engineering {gamma}{delta} T-cells with improved therapeutic potential. Significance Statement{gamma}{delta} T-cells have shown promising therapeutic effects when used for T cell-based immunotherapy to treat solid tumor. However, achieving rapid expansion of {gamma}{delta} T-cells while maintaining their functionality remains a major challenge, especially given the heterogeneous responses from donors. We demonstrate that a tunable microgel system with flexible presentation of stimulatory cues improves {gamma}{delta} T-cell expansion while preserving cytotoxic function and reveal how starting phenotypes influence responses to activation. These understandings will provide design rationale to enable patient-specific treatment for optimal therapeutic outcomes.

bioengineering↗

bioRxiv2025

Implantable Living Materials Autonomously Deliver Therapeutics from Contained Engineered Bacteria

Microbes are increasingly utilized as living therapeutic vehicles, yet their uncontrolled dissemination in the body has long remained a roadblock to clinical development. Physical containment, while widely used for mammalian cells, remains largely unattainable due to eventual bacteria escape. Here, we present an implantable material platform that encapsulates and confines bacteria, wherein synthetically engineered microbes produce therapeutic payloads from within. To prevent microbial escape, we developed a hydrogel scaffold with dual mechanical features: high stiffness to regulate bacterial proliferation and high toughness to resist material fracture under physiological stress. This design achieved complete bacterial containment for over six months and withstood multiple forms of mechanical loading that otherwise caused catastrophic material failure. By genetically engineering embedded bacteria, we endowed the material with environmental sensing and on-demand therapeutic release capabilities and demonstrated autonomous treatment in a murine prosthetic joint infection model. This multimodal strategy provides a safe and generalizable framework for deploying microbial medicines in vivo and supports their use as autonomous drug depots across a range of disease settings.

bioengineering↗

bioRxiv2025

Accelerated maturation of branched organoids confined in collagen droplets

Droplet-based organoid culture offers several advantages over conventional bulk organoid culture, such as improved yield, reproducibility, and throughput. However, organoids grown in droplets typically display only a spherical geometry and lack the intricate structural complexity found in native tissue. By incorporating singularized pancreatic ductal adenocarcinoma cells into collagen droplets, we achieve the growth of branched structures, indicating a more complex interaction with the surrounding hydrogel. A comparison of organoid growth in droplets of different diameters showed that while geometrical confinement improves organoid homogeneity, it also impairs the formation of more complex organoid morphologies. Thus, only in 750 {micro}m diameter collagen droplets did we achieve the consistent growth of highly branched structures with a morphology closely resembling the structural complexity achieved in traditional bulk organoid culture. Moreover, our analysis of organoid morphology and transcriptomic data suggests an accelerated maturation of organoids cultured in collagen droplets, highlighting a shift in developmental timing compared to traditional systems.

bioengineering↗

bioRxiv2025

Liquid-solid coexistence at single fibril resolution during tau condensate ageing

Aggregated fibrillar tangles of the microtubule-associated protein tau are a hallmark of Alzheimers disease. It is becoming increasingly clear that a key process that can trigger the formation of such tau tangles is the aberrant ageing of biomolecular condensates of tau formed via liquid-liquid phase separation. This ageing process affects the overall mechanical and structural properties of the condensates, but the molecular-level mechanisms by which aggregation takes place in the condensates have remained elusive. Here, by tracking individual tau molecules inside the condensates using single molecule microscopy, we show that the ageing process is characterized by the coexistence of a growing solid phase of tau within a dense liquid phase. The liquid phase is increasingly confined to the pores of the growing fibril gel network, but maintains its initial viscosity. These findings add a spatial dimension to the ageing of condensates and demonstrate that spatial heterogeneity is a key feature of the liquid-to-solid transition of tau.

biophysics↗

bioRxiv2024

Dynamically arrested condensate fusion creates complex structures with varying material properties

The cell nucleus and cytosol contain numerous biomolecular condensates which dynamically reshape, fuse and split to accomplish precise compartmentalization of the cell material. While it has been observed that some condensates rapidly coalesce, some others only attach to each other, or do not establish persistent interactions over time. Here, we explain these observations through optical tweezers and Molecular Dynamics simulations focusing on two condensate-forming, RNA-binding proteins--FUS and G3BP1--strongly involved in RNA metabolism and stress responses. We find that the fusion of pure droplets formed by these proteins can give rise to multiphase single-component condensates exhibiting notably different densities, architectures, and material properties. Such behaviour is dictated by the relative timescales of condensate fusion and protein internal mixing. A critical parameter controlling this interplay is the extent of ageing that condensates display; e.g., their progressive hardening driven by the accumulation of inter-protein {beta}-sheet assemblies over time. Strikingly, different degrees of ageing in fusing droplets can lead single-component condensates to form diverse architectures including concentric drops or two-sided condensates. Overall, our results highlight a mechanism, based on the temporal coupling between ageing, fusion, and mixing rate, by which biomolecular condensates form multiphasic structures with markedly different material properties, and hence potentially distinct biological roles.

biophysics↗

bioRxiv2024

Epigenetic adaptation drives monocyte differentiation into microglia-like cells upon engraftment into the retina

The identification of specific markers to distinguish resident microglia from infiltrating monocytes has been a long-standing challenge in neuroscience. Recently, proteins such as P2RY12, TMEM119, and FCRLS have been proposed as microglia-specific and are now widely used to define microglial populations in health and disease. The specificity of these markers was predicated on the assumption that circulating monocytes retain their distinct signatures after entering the central nervous system (CNS). Here, we challenge this paradigm. Using a combination of bone marrow chimeras, single-cell RNA sequencing, ATAC-seq, flow cytometry, and immunohistochemistry, we demonstrate that monocytes engrafting into the CNS acquire de novo expression of these established microglia markers. This phenotypic conversion is driven by profound epigenetic reprogramming, characterized by dynamic changes in chromatin accessibility at key gene loci, including P2ry12, Tmem119, and Aif1 (Iba1), and a shift in transcription factor binding motifs toward a microglial profile. We show this process occurs in the retina following injury and, remarkably, under physiological conditions in the brain and spinal cord, where blood-derived monocytes progressively contribute to the resident myeloid pool. Furthermore, engrafted monocytes downregulate canonical monocyte markers (Ly6C, CD45), eventually becoming indistinguishable from embryonic microglia based on conventional phenotyping. Our findings reveal that infiltrating monocytes undergo extensive epigenetic and transcriptional remodeling to adopt a microglia-like fate, challenging the specificity of current markers and necessitating a re-evaluation of the distinct roles of these two cell populations in CNS pathology. Significance StatementDistinguishing resident CNS microglia from infiltrating monocytes is fundamental to understanding neuro-inflammation. This study reveals that widely used "microglia-specific" markers are not exclusive, as monocytes entering the central nervous system are epigenetically reprogrammed to express them. This mimicry invalidates long-held assumptions about microglial identity and demonstrates that many cells previously identified as microglia may have a peripheral origin. Our work underscores the critical need for more reliable methods to differentiate these populations to accurately define their respective contributions to CNS health and disease.

immunology↗

bioRxiv2024

Differential interactions determine anisotropies at interfaces of RNA-based biomolecular condensates

Biomolecular condensates form via macromolecular phase separation, giving rise to coexisting phases delineated by interfaces. Here, we characterize the structures of interfaces formed by phase separation driven by heterotypic interactions in ternary mixtures of two types of RNA molecules and polyethylene glycol. We find that purine-rich RNAs are scaffolds that drive phase separation via strong heterotypic interactions. Conversely, pyrimidine-rich RNA molecules are defined by weaker heterotypic interactions. They function as adsorbents that accumulate at and wet the interfaces of coexisting phases formed by phase separation of scaffolds. Our computations predict that scaffolds and adsorbents have different non-random orientational preferences at interfaces. We tested these predictions using single-molecule super resolution imaging that tracks the motions of fluorogenic probes that are bound to RNA molecules. Motions parallel to the interface were found to be faster than motions perpendicular to the interface. These findings support previous predictions regarding anisotropies of motions at interfaces.

biophysics↗

bioRxiv2024

Phase separated liquid vimentin droplets stabilize actin fibers through wetting

The cytoskeleton is composed of F-actin, microtubules, and intermediate filaments (IFs). Vimentin is the most ubiquitous IF. It is involved in wound healing, tissue fibrosis and cancer metastasis, all of which require rapid vimentin filaments assembly. In this paper, we report that un-polymerized vimentin forms liquid condensates that appear to enable rapid filament growth. Given the transient nature of these droplets, we focus on properties of vimentin-Y117L, a mutant which does not form filaments, enabling us to study these droplets in detail. They dissolve under 1,6-Hexanediol treatment and under decreasing concentration, confirming that they are liquid, and phase separated. These condensates extensively wet actin fibers, rendering them resistant to actin-depolymerizing drugs. We show similar behavior occurs in wild type vimentin during its assembly into filaments.

biophysics↗

bioRxiv2023

High-sensitivity whole-genome recovery of single viral species in environmental samples

Characterizing unknown viruses is essential for understanding viral ecology and preparing against viral outbreaks. Recovering complete genome sequences from environmental samples remains computationally challenging using metagenomics, especially for low-abundance species with uneven coverage. This work presents a method for reliably recovering complete viral genomes from complex environmental samples. Individual genomes are encapsulated into droplets and amplified using multiple displacement amplification. A novel gene detection assay, which employs an RNA-based probe and an exonuclease, selectively identifies droplets containing the target viral genome. Labeled droplets are sorted using a microfluidic sorter, and genomes are extracted for sequencing. Validation experiments using a sewage sample spiked with two known viruses demonstrate the methods efficacy. We achieve 100% recovery of the spiked-in SV40 (Simian virus 40, 5243bp) genome sequence with uniform coverage distribution, and approximately 99.4% for the larger HAd5 genome (Human Adenovirus 5, 35938bp). Notably, genome recovery is achieved with as few as one sorted droplet, which enables the recovery of any desired genomes in complex environmental samples, regardless of their abundance. This method enables targeted characterizations of rare viral species and whole-genome amplification of single genomes for accessing the mutational profile in single virus genomes, contributing to an improved understanding of viral ecology.

bioengineering↗

bioRxiv2023

Adsorption of RNA to interfaces of biomolecular condensates enables wetting transitions

Biomolecular condensates form via spontaneous and driven phase transitions of multivalent proteins and nucleic acids. These macromolecules can be organized in spatially inhomogeneous ways that lead to multiple coexisting dense phases with distinct macromolecular interfaces. While considerable attention has focused on the physical driving forces that give rise to phase separation from bulk solutions, the interactions that underlie adsorption driven wetting transitions remain unclear. Here, we report that pyrimidine-rich RNAs function as adsorbents that enable cascades of wetting transitions that include partial and complete wetting of condensates formed by purine-rich RNAs. Computations show that macromolecules that are scaffolds of condensates are oriented perpendicular to condensate interfaces whereas adsorbents are oriented parallel to interfaces. Our results yield heuristics for the design of synthetic materials that can be based on RNA-rich condensates featuring bespoke interfaces and distinct local microenvironments created by the interplay between scaffolds versus adsorbents.

biophysics↗

bioRxiv2022

Solid/liquid coexistence during aging of FUS condensates

A wide range of macromolecules undergo phase separation, forming biomolecular condensates in living cells. These membraneless organelles are typically highly dynamic, formed in a reversible manner, and carry out important functions in biological systems. Crucially, however, a further liquid-to-solid transition of the condensates can lead to irreversible pathological aggregation and cellular dysfunction associated with the onset and development of neurodegenerative diseases. Despite the importance of this liquid-to-solid transition of proteins, the mechanism by which it is initiated in normally functional condensates is unknown. Here we show, by measuring the changes in structure, dynamics and mechanics in time and space, that FUS condensates do not uniformly convert to a solid gel, but rather that liquid and gel phases co-exist simultaneously within the same condensate, resulting in highly inhomogeneous structures. We introduce two new optical techniques, dynamic spatial mapping and reflective confocal dynamic speckle microscopy, and use these to further show that the liquid-to-solid transition is initiated at the interface between the dense phase within condensates and the dilute phase. These results reveal the importance of the spatiotemporal dimension of the liquid-to-solid transition and highlight the interface of biomolecular condensates as a key element in driving pathological protein aggregation.

biophysics↗

bioRxiv2022

Recovery of structural integrity of epithelial monolayer in response to massive apoptosis-induced defects

Apoptosis exists ubiquitously in organisms and plays an essential role in maintaining the homeostasis of functional tissues. While the signaling pathway of cell apoptosis has been widely studied, the mechanism of how apoptotic cells regulate the structural homeostasis of a living tissue still remains largely elusive. Using a functional epithelial monolayer as a model system, we find that the integrity of the epithelium is interrupted by apoptosis-induced defects, with an increasing permeability to small molecules across the epithelium. The defects promote a structural reorganization through enhanced cell spreading and migratory dynamics, resulting in a quick recovery of epithelium integrity. Moreover, we show the epithelial monolayer remodeling is driven by local enhanced traction force after apoptosis, which triggers the process of fluidization and mesenchymal-like migration. Our results show the quick recovery of epithelial homeostasis when being interrupted by cell apoptosis, and indicate the importance of apoptosis-induced mechanical force in mediating cell behaviors to maintain the structural integrity of epithelium.

biophysics↗

bioRxiv2022

Matrix viscoelasticity controls spatio-temporal tissue organization

The spatio-temporal patterning of multicellular tissues is driven by the collective dynamics of cell proliferation and active movement. These processes are mediated by the extracellular matrix environment via a combination of biomolecular and physical cues. Here we show that the passive viscoelastic properties of the matrix that encapsulate a proliferating ball of cells (e.g. a developing organoid) play a critical role in guiding tissue organization in space and time. By varying the viscoelasticity of well-defined model matrices, we show how a spheroidal tissue of breast epithelial cells breaks symmetry and forms finger-like protrusions that invade the matrix. A computational model allows us to recapitulate these observations and leads to a phase diagram that demarcates the regions of morphological stability and instability as a function of matrix viscoelasticity, tissue viscosity, cell motility and cell division rate. Experiments that use biomolecular manipulations to independently vary these parameters confirm our predictions. To further test our theory, we also study the self-organization of an in-vitro intestinal organoid and show that the morphological changes of this system also fits within our paradigm. Altogether, our studies demonstrate the role of stress relaxation mechanisms in determining the dynamics of tissue growth and the symmetry breaking instabilities associated with branching, a fundamental process in morphogenesis and oncogenesis, and suggest ways of controlling tissue form using the extracellular matrix.

biophysics↗

bioRxiv2021

Programmable Microbial Ink for 3D Printing of Living Materials Produced from Genetically Engineered Protein Nanofibers

Living cells have the capability to synthesize molecular components and precisely assemble them from the nanoscale to build macroscopic living functional architectures under ambient conditions.1-3 The emerging field of living materials has leveraged microbial engineering to produce materials for various applications, but building 3D structures in arbitrary patterns and shapes has been a major challenge.1-14 We set out to develop a new bioink, termed as "microbial ink" that is produced entirely from genetically engineered microbial cells, programmed to perform a bottom-up, hierarchical self-assembly of protein monomers into nanofibers, and further into nanofiber networks that comprise extrudable hydrogels. We further demonstrate the 3D printing of functional living materials by embedding programmed Escherichia coli (E. coli) cells and nanofibers into microbial ink, which can sequester toxic moieties, release biologics and regulate its own cell growth through the chemical induction of rationally designed genetic circuits. This report showcases the advanced capabilities of nanobiotechnology and living materials technology to 3D-print functional living architectures.

synthetic biology↗

bioRxiv2016

Tuning the course of evolution on the biophysical fitness landscape of an RNA virus

Predicting viral evolution remains a major challenge with profound implications for public health. Viral evolutionary pathways are determined by the fitness landscape, which maps viral genotype to fitness. However, a quantitative description of the landscape and the evolutionary forces on it remain elusive. Here, we apply a biophysical fitness model based on capsid folding stability and antibody binding affinity to predict the evolutionary pathway of norovirus escaping a neutralizing antibody. The model is validated by experimental evolution in bulk culture and in a drop-based microfluidics device, the \"Evolution Chip\", which propagates millions of independent viral sub-populations. We demonstrate that along the axis of binding affinity, selection for escape variants and drift due to random mutations have the same direction. However, along folding stability, selection and drift are opposing forces whose balance is tuned by viral population size. Our results demonstrate that predictable epistatic tradeoffs shape viral evolution.

evolutionary biology↗