Biology subjects

Buxboim, A.

Publications and source records attributed to Buxboim, A..

5 recordsLinked to original sources

bioRxiv2024

Altered Extracellular Matrix Structure and Elevated Stiffness in a Brain Organoid Model for Disease

The viscoelasticity of tissues impacts their shape, as well as the growth and differentiation of their cells. Nevertheless, little is known about changes in viscoelastic properties during brain malformations. Lissencephaly is a severe malformation of cortical development caused by LIS1 mutations, which results in a lack of cortical convolutions. Here, we show that human-derived brain organoids with LIS1 mutation are stiffer than control ones at multiple developmental times. This stiffening is accompanied by abnormal ECM expression and organization, as well as elevated water content, as measured by diffusion-weighted MRI. Proteolytic cleavage of ECM components by short-term treatment with the catalytic subunit of MMP9 reduced the stiffening and water diffusion levels of mutated organoids to control levels. Finally, based on the molecular and rheological properties obtained, we generated a computational microstructure mechanical model that can successfully predict mechanical changes that follow differential ECM localization and integrity in the developing brain. Overall, our study reveals that LIS1 is essential for the expression and organization of ECM proteins during brain development, and its mutation leads to a substantial viscoelastic change. To our knowledge, this is the first study to elucidate how tissue mechanics change in disease states using human brain organoids.

developmental biology↗

bioRxiv2021

Evaluating the heterogeneous effect of extended incubation to blastocyst transfer on the implantation outcome via causal inference

In IVF treatments, extended culture to single blastocyst-transfer is the recommended protocol over cleavage-stage transfer. However, evidence-based criteria for assessing the heterogeneous implications on implantation outcome are lacking. To estimate the causal effect of blastocyst-transfer on implantation outcome, we assembled a multicenter dataset of embryo time-lapse imaging. The data includes a natural source of randomness and has a strong claim for satisfying the assumptions needed for valid causal inference. By fitting a causal forest model, we assessed the Transfer Lift, which quantifies the probability difference in embryo implantation if transferred as a blastocyst versus cleavage-stage. Blastocyst transfer increased the average implantation rate, however we revealed a subpopulation of negative Transfer Lift embryos whose implantation potential is predicted to increase via cleavage-stage transfer. We provide day-of-transfer decision-support tools that are retrospectively estimated to improve implantation rate by 32%, thus demonstrating the efficacy of embryo-level causal inference in reproductive medicine. One Sentence SummaryA causal inference model predicts the heterogeneous effect of prolonged incubation to blastocyst transfer on embryo implantation, thus providing means for optimizing pregnancy rates in IVF treatments.

bioengineering↗

bioRxiv2020

CloneSeq: A Highly Sensitive Single-cell Analysis Platform for Comprehensive Characterization of Cells from 3D Culture

Single-cell assays have revealed the scope and importance of heterogeneity in many biological systems. However, in many cases, single cell limited sensitivity is a major hurdle for uncovering the full range of cellular variation. To overcome this limitation, we developed a complementary single cell technology, CloneSeq that combines clonal expansion under controlled culture conditions inside three-dimensional (3D) hydrogel spheres and droplet-based RNA sequencing (RNA-seq). We show that unlike single cell transcriptomes, clonal cells maintain cell states and share similar transcriptional profiles. CloneSeq analysis of Non-small-cell lung carcinoma (NSCLC) cells revealed the presence of novel cancer-specific subpopulations, including cancer stem-like cells (CSLCs). Standard single cell RNA-seq assays as well as cell-to-clone tracing by genetic barcoding failed to identify these rare CSLCs. In addition to CSLCs, clonal expansion within 3D soft microenvironments supported cellular stemness of embryonic stem cells (ESCs) that retained their pluripotent state in the absence of pluripotent media and improved epigenetic reprogramming efficiency of mouse embryonic fibroblasts. Our results demonstrate the capacity of CloneSeq, which can be effectively adapted to different biological systems, to discover rare and previously hidden subpopulations of cells, including CSLCs, by leveraging the broader expression space within clones.

molecular biology↗

bioRxiv2020

Delineating the heterogeneity of matrix-directed differentiation towards soft and stiff tissue lineages via single-cell profiling

Mesenchymal stromal/stem cells (MSCs) are a heterogeneous population of multipotent progenitors that contribute to tissue regeneration and homeostasis. MSCs assess extracellular elasticity by probing resistance to applied forces via adhesion, cytoskeletal, and nuclear mechanotransducers, that direct differentiation toward soft or stiff tissue lineages. Even under controlled conditions, MSC differentiation exhibits substantial cell-to-cell variation that remains poorly characterized. By single-cell transcriptional profiling of naive, matrix-conditioned, and early differentiation state cells, we identified distinct MSC subpopulations with distinct mechanosensitivities, differentiation capacities, and cell cycling. We showed that soft matrices support adipogenesis of multipotent cells and endochondral ossification of non-adipogenic cells, whereas intramembranous ossification and pre-osteoblast proliferation are enhanced by stiff matrices. Using diffusion pseudotime mapping, we delineated hierarchical matrix-directed differentiation and identified mechanoresponsive genes. We found that tropomyosin-1 (TPM1) is highly sensitive to stiffness cues both at RNA and protein levels and that changes in expression of TPM1 determine adipogenic or osteogenic fates. Thus, cell-to-cell variation in tropomyosin-mediated matrix-sensing contributes to impaired differentiation with implications to the biomedical potential of MSCs.

cell biology↗

bioRxiv2020

Measuring nucleus mechanics within a living multicellular organism: Physical decoupling and attenuated recovery rate are physiological protective mechanisms of the cell nucleus under high mechanical load

Nuclei within cells are constantly subjected to compressive, tensile and shear forces, which regulate nucleoskeletal and cytoskeletal remodeling, activate signaling pathways and direct cell-fate decisions. Multiple rheological methods have been adapted for characterizing the response to applied forces of isolated nuclei and nuclei within intact cells. However, in vitro measurements fail to capture the viscoelastic modulation of nuclear stress-strain relationships by the physiological tethering to the surrounding cytoskeleton, extracellular matrix and cells, and tissue-level architectures. Using an equiaxial stretching apparatus, we applied a step stress and measured nucleus deformation dynamics within living C. elegans nematodes. Nuclei deformed non-monotonically under constant load. Non-monotonic deformation was conserved across tissues and robust to nucleoskeletal and cytoskeletal perturbations, but it required intact Linker of Nucleoskeleton and Cytoskeleton (LINC) complex attachments. The transition from creep to strain recovery fits a tensile-compressive linear viscoelastic model that is indicative of nucleoskeletal-cytoskeletal decoupling under high load. Ce-lamin (lmn-1) knockdown softened the nucleus whereas nematode ageing stiffened equilibrium elasticity and decreased deformation recovery rate. Recovery lasted minutes due to physiological damping of the released mechanical energy thus protecting nuclear integrity and preventing chromatin damage.

cell biology↗