Biology subjects

Libby, A. R. G.

Publications and source records attributed to Libby, A. R. G..

4 recordsLinked to original sources

bioRxiv2023

TBXT dose sensitivity and the decoupling of nascent mesoderm specification from EMT progression in 2D human gastruloids

In the nascent mesoderm, levels of Brachyury (TBXT) expression must be precisely regulated to ensure cells exit the primitive streak and pattern the anterior-posterior axis, but how this varying dosage informs morphogenesis is not well understood. In this study, we define the transcriptional consequences of TBXT dose reduction during early human gastrulation using human induced pluripotent stem cell (hiPSC)-based models of gastrulation and mesoderm differentiation. Multiomic single-nucleus RNA and single-nucleus ATAC sequencing of 2D gastruloids comprised of WT, TBXT heterozygous (TBXT-Het), or TBXT null (TBXT-KO) hiPSCs reveal that varying TBXT dosage does not compromise a cells ability to differentiate into nascent mesoderm, but that the loss of TBXT significantly delays the temporal progression of the epithelial to mesenchymal transition (EMT). This delay is dependent on TBXT dose, as cells heterozygous for TBXT proceed with EMT at an intermediate pace relative to WT or TBXT-KO. By differentiating iPSCs of the allelic series into nascent mesoderm in a monolayer format, we further illustrate that TBXT dose directly impacts the persistence of junctional proteins and cell-cell adhesions. These results demonstrate that EMT progression can be decoupled from the acquisition of mesodermal identity in the early gastrula and shed light on the mechanisms underlying human embryogenesis.

developmental biology↗

bioRxiv2020

Deep neural net tracking of human pluripotent stem cells reveals intrinsic behaviors directing morphogenesis

Lineage tracing is a powerful tool traditionally used in developmental biology to interrogate the evolutionary time course of tissue formation, but the dense, three-dimensional nature of tissue limits the ability to assemble individual traces into complete reconstructions of development. Human induced pluripotent stem cells (hiPSCs) enable recapitulation of various aspects of developmental processes, thereby providing an in vitro platform to assess the dynamic collective behaviors directing tissue morphogenesis. Here, we trained an ensemble of independent convolutional neural networks to identify individual hiPSCs imaged via time lapse microscopy in order to generate longitudinal measures of individual cell and dense cellular neighborhood properties simultaneously on timescales ranging from minutes to days. Our analysis reveals that while individual cell parameters are not strongly affected by extracellular microenvironmental conditions such as pluripotency maintenance regime or soluble morphogenic cues, regionally specific cell behaviors change in a manner predictive of organization dynamics. By generating complete multicellular reconstructions of hiPSC behavior, our cell tracking pipeline enables fine-grained understanding of developmental organization by elucidating the role of regional behavior stratification in early tissue formation.

bioengineering↗

bioRxiv2020

Axial Elongation of Caudalized Human Pluripotent Stem Cell Organoids Mimics Neural Tube Development

Axial elongation of the neural tube is critical during mammalian embryogenesis to establish the anterior-posterior body axis1, but this process is difficult to interrogate directly because it occurs post-implantation2,3. Here we report an organoid model of neural tube extension by caudalized human pluripotent stem cell (hPSC) aggregates that recapitulates the morphologic and temporal gene expression patterns of neural tube development. Axially extending organoids consisting largely of longitudinally elongated neuroepithelial compartments also contained TBXT(+)SOX2(+) neuromesodermal progenitors, PAX6(+)nestin(+) neural progenitor populations, and MEOX1(+) paraxial mesoderm populations. Wnt agonism stimulated singular axial extensions in a dose-dependent manner, and elongated organoids displayed regionalized rostral-caudal HOX gene expression, with spatially distinct hindbrain (HOXB1) expression from brachial (HOXC6) and thoracic (HOXB9) regions. CRISPR-interference-mediated silencing of the TBXT, a downstream Wnt target, increased neuroepithelial compartmentalization and resulted in multiple extensions per aggregate. Further, knock-down of BMP inhibitors, Noggin and Chordin, induced elongation phenotypes that mimicked murine knockout models. These results indicate the potent morphogenic capacity of caudalized hPSC organoids to undergo axial elongation in a manner that can be used to dissect the cellular organization and patterning decisions that dictate early nervous system development in humans.

bioengineering↗

bioRxiv2018

Spatiotemporal mosaic patterning of pluripotent stem cells using CRISPR interference

Morphogenesis results from the interactions of asymmetric cell populations to form complex multicellular patterns and structures comprised of distinct cell types. However, current methods to model morphogenic events offer little control over parallel cell type co-emergence and do not offer the capability to selectively perturb gene expression in specific subpopulations of cells. We have developed an in vitro system that can spatiotemporally interrogate cell-cell interactions and multicellular organization within human induced pluripotent stem cell (hiPSC) colonies. We examined the effects of independently knocking down molecular regulators of cortical tension and cell-cell adhesion using inducible CRISPRi: Rho-associated kinase-1 (ROCK1) and E-cadherin (CDH1), respectively. Induced mosaic knockdown of ROCK1 or CDH1 in hiPSC populations resulted in differential patterning events within hiPSC colonies indicative of cell-driven population organization. Patterned colonies retained an epithelial phenotype and nuclear expression of pluripotency markers. Gene expression within each of the mixed populations displayed a transient wave of differential expression with induction of knockdown that stabilized in coordination with intrinsic pattern formation. Mosaic patterning of hiPSCs enables the genetic interrogation of emergent multicellular properties of pluripotent cells, leading to a greater mechanistic understanding of the specific molecular pathways regulating the dynamics of symmetry breaking events that transpire during developmental morphogenesis.\n\nSIGNIFICANCEHuman embryonic development entails a series of multicellular morphogenic events that lead to primitive tissue formation. Attempts to study human morphogenic processes experimentally have been limited due to divergence from model organisms and the inability of current human in vitro models to accurately control the coincident emergence of heterogeneous cell populations in the spatially controlled manner necessary for proper tissue structure. We developed a human induced pluripotent stem cell (iPSC) in vitro model that enables temporal control over the emergence of heterotypic subpopulations of cells. We examined mosaic knockdown of two target molecules to create predictable and robust cell-patterning events within hiPSC colonies. This method allows for dynamic interrogation of intrinsic cell mechanisms that initiate symmetry breaking events and provides direct insight(s) into tissue developmental principles.

bioengineering↗