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Baldwin, G.

Publications and source records attributed to Baldwin, G..

3 recordsLinked to original sources

Single-cell transcriptome of retinal myeloid cells in response to transplantation of human neurons reveals reversibility of microglial activation

The host retinal microglia and macrophage activation remains a major challenge for the integration of donor neurons following transplantation. Previously, we and others have shown that it is possible to increase donor retinal ganglion cell (RGC) survival by inhibiting the microglia-RGC interaction with Annexin V or through reprogramming microglia with the soluble Fas ligand. However, the exact mechanisms of the microglia/macrophage activation and their heterogeneity following transplantation remain unknown. To address this question, the donor RGC were differentiated from Brn3b-Tdtomato-Thy1.2 human embryonic stem cells using a 3D protocol, followed by dissociation and RGC purification. RGC were delivered subretinally (1.5x104 viable cells/eye) into 3-6-month-old CX3CR1GFPknock-in mice. Three days after transplantation retinas were dissociated into single-cell suspension and GFP-positive myeloid cells isolated using FACS. Of the sorted cells, up to 10,000 viable cells per sample were used for single-cell RNA library preparation and sequenced using the 10X Genomics Chromium platform. In addition, several retinas were fixed and stained for donor RGC (mCherry) and host microglia/macrophages (Iba1). RNA Velocity was used to reconstruct the myeloid cell population and activation trajectory from scRNAseq data. We observed continuous bi-directional transition of microglia/macrophages from a homeostatic to an activated state. We also observed that the response to the transplant falls into the classic disease-associated-microglia (DAM) activation paradigm with a decrease in expression of the homeostatic gene Tmem119 and an increase in expression of disease-associated genes including Apoe, Lgals3, and Spp1. Our findings show that the host retinal myeloid cell population undergoes activation upon transplantation of stem-cell derived donor RGC, with a molecular profile of the activated cells similar to that of activated myeloid cells associated with neurodegenerative diseases of the brain and the eye. Advanced integrated transcriptomic analysis shows separate activated-to-homeostatic and homeostatic-to-activated trajectories suggesting the reversibility of this process.

neuroscience↗

Galaxy-SynBioCAD: Automated Pipeline for Synthetic Biology Design and Engineering

We introduce the Galaxy-SynBioCAD portal, the first toolshed for synthetic biology, metabolic engineering, and industrial biotechnology. The tools and workflows currently shared on the portal enables one to build libraries of strains producing desired chemical targets covering an end-to-end metabolic pathway design and engineering process from the selection of strains and targets, the design of DNA parts to be assembled, to the generation of scripts driving liquid handlers for plasmid assembly and strain transformations. Standard formats like SBML and SBOL are used throughout to enforce the compatibility of the tools. In a study carried out at four different sites, we illustrate the link between pathway design and engineering with the building of a library of E. coli lycopene-producing strains. We also benchmarked our workflows on literature and expert validated pathways. Overall, we find an 83% success rate in retrieving the validated pathways among the top 10 pathways generated by the workflows.

synthetic biology↗

A modular RNA interference system for gene regulation and robust dynamic feedback control

The rational design and realisation of simple-to-use genetic control elements that are modular, orthogonal and robust is essential to the construction of predictable and reliable biological systems of increasing complexity. To this effect, we introduce modular Artificial RNA interference (mARi), a rational, modular and extensible design framework that enables robust, portable and multiplexed post-transcriptional regulation of gene expression in Escherichia coli. The regulatory function of mARi was characterised in a range of relevant genetic contexts, demonstrating its independence from other genetic control elements and the gene of interest, and providing new insight into the design rules of RNA based regulation in E. coli, while a range of cellular contexts also demonstrated it to be independent of growth-phase and strain type. Importantly, the extensibility and orthogonality of mARi enables the simultaneous post-transcriptional regulation of multi-gene systems as both single-gene cassettes and poly-cistronic operons. To facilitate adoption, mARi was designed to be directly integrated into the modular BASIC DNA assembly framework. We anticipate that mARi-based genetic control within an extensible DNA assembly framework will facilitate metabolic engineering, layered genetic control, and advanced genetic circuit applications.

synthetic biology↗