SynBioFromLeukipposInstitute
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SynBioFromLeukipposInstitute
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Scooped by Gerd Moe-Behrens
January 9, 2018 3:12 PM
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Engineering multicellular systems: using synthetic biology to control tissue self-organization. - PubMed - NCBI

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Scooped by Gerd Moe-Behrens
January 6, 2018 10:30 AM
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Rapid and Scalable Characterization of CRISPR Technologies Using an E. coli Cell-Free Transcription-Translation System

CRISPR-Cas systems offer versatile technologies for genome engineering, yet their implementation has been outpaced by ongoing discoveries of new Cas nucleases and anti-CRISPR proteins. Here, we present the use of E. coli cell-free transcription-translation (TXTL) systems to vastly improve the speed and scalability of CRISPR characterization and validation. TXTL can express active CRISPR machinery from added plasmids and linear DNA, and TXTL can output quantitative dynamics of DNA cleavage and gene repression-all without protein purification or live cells. We used TXTL to measure the dynamics of DNA cleavage and gene repression for single- and multi-effector CRISPR nucleases, predict gene repression strength in E. coli, determine the specificities of 24 diverse anti-CRISPR proteins, and develop a fast and scalable screen for protospacer-adjacent motifs that was successfully applied to five uncharacterized Cpf1 nucleases. These examples underscore how TXTL can facilitate the characterization and application of CRISPR technologies across their many uses.
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Scooped by Gerd Moe-Behrens
January 6, 2018 10:25 AM
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Engineering posttranslational proofreading to discriminate nonstandard amino acids

Incorporation of nonstandard amino acids (nsAAs) leads to chemical diversification of proteins, which is an important tool for the investigation and engineering of biological processes. However, the aminoacyl-tRNA synthetases crucial for this process are polyspecific in regard to nsAAs and standard amino acids. Here, we develop a quality control system called "posttranslational proofreading" to more accurately and rapidly evaluate nsAA incorporation. We achieve this proofreading by hijacking a natural pathway of protein degradation known as the N-end rule, which regulates the lifespan of a protein based on its amino-terminal residue. We find that proteins containing certain desired N-terminal nsAAs have much longer half-lives compared with those proteins containing undesired amino acids. We use the posttranslational proofreading system to further evolve a Methanocaldococcus jannaschii tyrosyl-tRNA synthetase (TyrRS) variant and a tRNATyr species for improved specificity of the nsAA biphenylalanine in vitro and in vivo. Our newly evolved biphenylalanine incorporation machinery enhances the biocontainment and growth of genetically engineered Escherichia coli strains that depend on biphenylalanine incorporation. Finally, we show that our posttranslational proofreading system can be designed for incorporation of other nsAAs by rational engineering of the ClpS protein, which mediates the N-end rule. Taken together, our posttranslational proofreading system for in vivo protein sequence verification presents an alternative paradigm for molecular recognition of amino acids and is a major advance in our ability to accurately expand the genetic code.
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Scooped by Gerd Moe-Behrens
January 4, 2018 3:52 PM
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The algal chloroplast as a synthetic biology platform for production of therapeutic proteins

The chloroplast of Chlamydomonas reinhardtii and other microalgae represents an attractive new platform for the synthesis of recombinant therapeutics using synthetic biology (synbio) approaches. Transgenes can be designed in silico, assembled from validated DNA parts and inserted at precise and predetermined locations within the chloroplast genome to give stable synthesis of a desired recombinant protein. Numerous recent examples of different therapeutic proteins produced successfully in the C. reinhardtii chloroplast highlight the potential of this green alga as a simple, low-cost and benign host. Furthermore, some of the features of the alga may offer additional advantages over more-established microbial, mammalian or plant-based systems. These include efficient folding and accumulation of the product in the chloroplast; a lack of contaminating toxins or infectious agents; reduced downstream processing requirements; the possibility to make complex therapeutics such as immunotoxins; and the opportunity to use the whole alga as a low-cost oral vaccine. In this paper we review the current status of algal chloroplast engineering with respect to therapeutic proteins. We also consider future advances in synbio tools, together with improvements to recipient strains, which will allow the design of bespoke strains with high levels of productivity.
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Scooped by Gerd Moe-Behrens
January 3, 2018 5:38 PM
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Mobius Assembly: A versatile Golden-Gate framework towards universal DNA assembly

Mobius Assembly: A versatile Golden-Gate framework towards universal DNA assembly | SynBioFromLeukipposInstitute | Scoop.it
Synthetic biology builds upon the foundation of engineering principles, prompting innovation and improvement in biotechnology via a design-build-test-learn cycle. A community-wide standard in DNA assembly would enable bio-molecular engineering at the levels of predictivity and universality in design and construction that are comparable to other engineering fields. Golden Gate Assembly technology, with its robust capability to unidirectionally assemble numerous DNA fragments in a one-tube reaction, has the potential to deliver a universal standard framework for DNA assembly. While current Golden Gate Assembly frameworks (e.g. MoClo and Golden Braid) render either high cloning capacity or vector toolkit simplicity, the technology can be made more versatile—simple, streamlined, and cost/labor-efficient, without compromising capacity. Here we report the development of a new Golden Gate Assembly framework named Mobius Assembly, which combines vector toolkit simplicity with high cloning capacity. It is based on a two-level, hierarchical approach and utilizes a low-frequency cutter to reduce domestication requirements. Mobius Assembly embraces the standard overhang designs designated by MoClo, Golden Braid, and Phytobricks and is largely compatible with already available Golden Gate part libraries. In addition, dropout cassettes encoding chromogenic proteins were implemented for cost-free visible cloning screening that color-code different cloning levels. As proofs of concept, we have successfully assembled up to 16 transcriptional units of various pigmentation genes in both operon and multigene arrangements. Taken together, Mobius Assembly delivers enhanced versatility and efficiency in DNA assembly, facilitating improved standardization and automation.
Plant Science's curator insight, February 1, 2018 6:23 AM
Mobius Assembly : A Versatile Golden-Gate Framework Towards Universal DNA Assembly
Scooped by Gerd Moe-Behrens
January 2, 2018 2:57 PM
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Developing synthetic biology enabled whole cell biosensors

Main causative agent for environmental pollution is human activities. Especially with accelerated industrial improvements, many inorganics such as heavy metals or hazardous organic toxic materials are released to the environments via inadequate disposal policies of chemical wastes or accidental spills. These pollutants such as heavy metals could not be degraded easily in the environment. Moreover, tracking heavy metals levels in environmental samples is significant not only for controlling accumulation level of heavy metals in environment but also for human health due to heavy metal accumulation in kidney and liver via food web. Therefore, continuous monitoring of heavy metal pollution is important. For this purpose different kinds of sensor systems including biosensors are widely used. Even these conventional analytic methods are used in a broad range, there are attempts to propose innovative systems with advanced capabilities. Bacterial cells are able to serve as a whole cell biosensor and an analytic device because they naturally have all three layers of conventional sensor systems which are recognition layer, transducer layer and output actuators. Cells can detect changes in the environment and internal conditions via receptors worked as recognition element and placed strictly into membrane or freely in the cytoplasm. Receptors transmit this information into signal transduction pathways which serves as a transducer in the cell. Results of signal transduction pathways such as gene expression, gene repression, differences in concentration of specific molecules are classified as a signal and measured by appropriate device. Here we present our completed whole cell biosensors for urea, uric acid. Additionally we are presenting our results for cloning and expression of transcription factors for heavy metal sensing. As a future aim, we try to develop a fast, reliable and cost effective whole cell biosensor with the intention of sensing many important biomarkers in a conventional blood panel.
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Scooped by Gerd Moe-Behrens
December 28, 2017 1:09 PM
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Engineered Tissue Folding by Mechanical Compaction of the Mesenchyme

Many tissues fold into complex shapes during development. Controlling this process in vitro would represent an important advance for tissue engineering. We use embryonic tissue explants, finite element modeling, and 3D cell-patterning techniques to show that mechanical compaction of the extracellular matrix during mesenchymal condensation is sufficient to drive tissue folding along programmed trajectories. The process requires cell contractility, generates strains at tissue interfaces, and causes patterns of collagen alignment around and between condensates. Aligned collagen fibers support elevated tensions that promote the folding of interfaces along paths that can be predicted by modeling. We demonstrate the robustness and versatility of this strategy for sculpting tissue interfaces by directing the morphogenesis of a variety of folded tissue forms from patterns of mesenchymal condensates. These studies provide insight into the active mechanical properties of the embryonic mesenchyme and establish engineering strategies for more robustly directing tissue morphogenesis ex vivo.
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Scooped by Gerd Moe-Behrens
December 28, 2017 12:49 PM
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First-of-its-Kind Chemical Oscillator Offers New Level of Molecular Control

First-of-its-Kind Chemical Oscillator Offers New Level of Molecular Control | SynBioFromLeukipposInstitute | Scoop.it
DNA molecules that follow specific instructions could offer more precise molecular control of synthetic chemical systems, a discovery that opens the door for engineers to create molecular machines …
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Scooped by Gerd Moe-Behrens
December 21, 2017 7:19 AM
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Novel directions in molecular systems design: The case of light-transducing synthetic cells

Important progresses have been achieved in the past years in the field of bottom-up synthetic biology, especially aiming at constructing cell-like systems based on lipid vesicles (liposomes) entrapping both biomolecules or synthetic compounds. These "synthetic cells" mimic the behaviour of biological cells but are constituted by a minimal number of components. One key aspect related to this research is the energetic needs of synthetic cells. Up to now, high-energy compounds have been given in order to drive biochemical reactions inside the vesicle lumen. In order to be autonomous, synthetic cells must produce their own biochemical energy from available energy sources. At this aim we started a long-term research program focused on the construction of photoautotrophic synthetic cells, starting with the reconstitution, in active and highly oriented form, of the photosynthetic reaction centre in giant lipid vesicles (Altamura et al., PNAS 2017, 114, 3837-3842). Here we comment this first milestone by showing the synthetic biology context wherein it is developed, the future steps, and the experimental approach that might allow such an achievement.
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Scooped by Gerd Moe-Behrens
December 19, 2017 7:10 AM
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Towards synthetic biology strategies for adipic acid production – an in-silico tool for combined thermodynamics and stoichiometric analysis of metabolic networks

Adipic acid, a nylon-6,6 precursor, has recently gained popularity in synthetic biology. Here, 16 different production routes to adipic acid were evaluated using a novel tool for network-embedded thermodynamic analysis of elementary flux modes. The tool distinguishes between thermodynamically feasible and infeasible modes under determined metabolite concentrations, allowing the thermodynamic feasibility of theoretical yields to be assessed. Further, patterns that always caused infeasible flux distributions were identified, which will aid the development of tailored strain design. A review of cellular efflux mechanisms revealed that significant accumulation of extracellular product is only possible if coupled with ATP hydrolysis. A stoichiometric analysis demonstrated that the maximum theoretical product carbon yield heavily depends on the metabolic route, ranging from 32% to 99% on glucose and/or palmitate in E. coli and S. cerevisiae metabolic models. Equally important, metabolite concentrations appeared to be thermodynamically restricted in several pathways. Consequently, the number of thermodynamically feasible flux distributions was reduced, in some cases even rendering whole pathways infeasible, highlighting the importance of pathway choice. Only routes based on the shikimate pathway were thermodynamically favourable over a large concentration and pH range. Low pH capability of S. cerevisiae shifted the thermodynamic equilibrium of some pathways towards product formation. One identified infeasible-pattern revealed that the reversibility of the mitochondrial malate dehydrogenase contradicted current state of knowledge, which imposes a major restriction on the metabolism of S. cerevisiae. Finally, the evaluation of industrially relevant constraints revealed that two shikimate pathway based routes in E. coli were most robust.
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Scooped by Gerd Moe-Behrens
December 19, 2017 6:54 AM
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A history of genome editing in Saccharomyces cerevisiae

Genome editing is a form of highly precise genetic engineering which produces alterations to an organism's genome as small as a single base pair with no incidental or auxiliary modifications; this technique is crucial to the field of synthetic biology, which requires such precision in the installation of novel genetic circuits into host genomes. While a new methodology for most organisms, genome editing capabilities have been used in the budding yeast Saccharomyces cerevisiae for decades. In this review, I will present a brief history of genome editing in S. cerevisiae, discuss the current gold standard method of Cas9-mediated genome editing (CMGE), and speculate on future directions of the field.
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Scooped by Gerd Moe-Behrens
December 16, 2017 3:50 PM
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Novel pressure sensors and bioreporters in the synthetic biology era

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Scooped by Gerd Moe-Behrens
December 15, 2017 5:01 PM
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Multiplex recording of cellular events over time on CRISPR biological tape

A CRISPR device to record time
The CRISPR adaptation system has been used to record the sequence and ordering of exogenous oligonucleotides that are electroporated into cell populations. Sheth et al. engineered a system bypassing the use of exogenous DNA to directly record temporal signals. An input biological signal is transformed into the ratio of the frequency of incorporating trigger DNA to that of incorporating reference DNA into the genomes of a bacterial population. A multiplexing strategy enables simultaneous recording of three environmental signals with high temporal resolution.
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Scooped by Gerd Moe-Behrens
January 9, 2018 3:07 PM
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Production of Polyhydroxyalkanoates (PHAs) using Synthetic Biology and Metabolic Engineering Approaches

Polyhydroxyalkanoates are polyesters that are biological in origin and are produced by micro-organisms through fermentation processes. Researchers have been attracted towards applications of these polyester compounds as an alternative to plastics as they are biodegradable, renewable, biocompatible and eco-friendly. However, presently these polymers have limitations because of lower rate of microbial production and high production cost. Production steps like the selection and improvement of strains, media development, downstream processing are being intensively researched in order to improve the overall process efficiency and finally to substitute the mainstream polymers with that of biodegradable polymers. This review article provides an insight into PHA biosynthesis, microbial strains that produce PHA, use of novel methods such as synthetic biology or morphology engineering to design new pathways in microorganisms and also use of plants by altering their metabolic pathways in a way to produce biopolymers
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Scooped by Gerd Moe-Behrens
January 6, 2018 10:28 AM
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Multiplexed gene synthesis in emulsions for exploring protein functional landscapes

Improving our ability to construct and functionally characterize DNA sequences would broadly accelerate progress in biology. Here, we introduce DropSynth, a scalable, low-cost method to build thousands of defined gene-length constructs in a pooled (multiplexed) manner. DropSynth uses a library of barcoded beads that pull down the oligonucleotides necessary for a gene's assembly, which are then processed and assembled in water-in-oil emulsions. We use DropSynth to successfully build >7000 synthetic genes that encode phylogenetically-diverse homologs of two essential genes in E. coli We tested the ability of phosphopantetheine adenylyltransferase homologs to complement a knockout E. coli strain in multiplex, revealing core functional motifs and reasons underlying homolog incompatibility. DropSynth coupled with multiplexed functional assays allow us to rationally explore sequence-function relationships at unprecedented scale.
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Scooped by Gerd Moe-Behrens
January 4, 2018 3:54 PM
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An expanded plasmid-based genetic toolbox enables Cas9 genome editing and stable maintenance of synthetic pathways in Phaeodactylum tricornutum

With the completion of the genome sequence, and development of an efficient conjugation-based transformation system allowing the introduction of stable episomes, Phaeodactylum tricornutum has become an ideal platform for the study of diatom biology and synthetic biology applications. The development of plasmid-based genetic tools is the next step to improve manipulation of this species. Here, we report the identification of endogenous P. tricornutum promoters, terminators and introns allowing selective expression of antibiotic resistance markers from stably replicating plasmids in P. tricornutum. Significantly, we developed a protocol for sequential conjugation of plasmids from Escherichia coli to P. tricornutum and demonstrated simultaneous replication of two plasmids in P. tricornutum. We developed a simple and robust conjugative system for Cas9 editing that yielded up to 60% editing efficiency of the urease gene. Finally, we constructed a plasmid encoding eight genes involved in vanillin biosynthesis that was propagated in P. tricornutum over four months with no evidence of rearrangements, with whole-plasmid sequencing indicating that the majority of mutations occurred after plasmid assembly and initial conjugation rather than during long-term propagation. The plasmid-based tools described here will facilitate investigation of the basic biology of P. tricornutum and enable synthetic biology applications.
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Scooped by Gerd Moe-Behrens
January 4, 2018 3:50 PM
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Development of a genetically encodable FRET system using fluorescent RNA aptamers

Fluorescent RNA aptamers are useful as markers for tracking RNA molecules inside cells and for creating biosensor devices. Förster resonance energy transfer (FRET) based on fluorescent proteins has been used to detect conformational changes, however, such FRET devices have not yet been produced using fluorescent RNA aptamers. Here we develop an RNA aptamer-based FRET (apta-FRET) system using single-stranded RNA origami scaffolds. To obtain FRET, the fluorescent aptamers Spinach and Mango are placed in close proximity on the RNA scaffolds and a new fluorophore is synthesized to increase spectral overlap. RNA devices that respond to conformational changes are developed, and finally, apta-FRET constructs are expressed in E. coli where FRET is observed, demonstrating that the apta-FRET system is genetically encodable and that the RNA nanostructures fold correctly in bacteria. We anticipate that the RNA apta-FRET system could have applications as ratiometric sensors for real-time studies in cell and synthetic biology.
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Scooped by Gerd Moe-Behrens
January 2, 2018 3:01 PM
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Engineered Tissue Folding by Mechanical Compaction of the Mesenchyme

Many tissues fold into complex shapes during development. Controlling this process in vitro would represent an important advance for tissue engineering. We use embryonic tissue explants, finite element modeling, and 3D cell-patterning techniques to show that mechanical compaction of the extracellular matrix during mesenchymal condensation is sufficient to drive tissue folding along programmed trajectories. The process requires cell contractility, generates strains at tissue interfaces, and causes patterns of collagen alignment around and between condensates. Aligned collagen fibers support elevated tensions that promote the folding of interfaces along paths that can be predicted by modeling. We demonstrate the robustness and versatility of this strategy for sculpting tissue interfaces by directing the morphogenesis of a variety of folded tissue forms from patterns of mesenchymal condensates. These studies provide insight into the active mechanical properties of the embryonic mesenchyme and establish engineering strategies for more robustly directing tissue morphogenesis ex vivo.
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Scooped by Gerd Moe-Behrens
December 30, 2017 6:44 PM
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Automated Robotic Liquid Handling Assembly of Modular DNA Devices

Recent advances in modular DNA assembly techniques have enabled synthetic biologists to test significantly more of the available "design space" represented by "devices" created as combinations of individual genetic components. However, manual assembly of such large numbers of devices is time-intensive, error-prone, and costly. The increasing sophistication and scale of synthetic biology research necessitates an efficient, reproducible way to accommodate large-scale, complex, and high throughput device construction. Here, a DNA assembly protocol using the Type-IIS restriction endonuclease based Modular Cloning (MoClo) technique is automated on two liquid-handling robotic platforms. Automated liquid-handling robots require careful, often times tedious optimization of pipetting parameters for liquids of different viscosities (e.g. enzymes, DNA, water, buffers), as well as explicit programming to ensure correct aspiration and dispensing of DNA parts and reagents. This makes manual script writing for complex assemblies just as problematic as manual DNA assembly, and necessitates a software tool that can automate script generation. To this end, we have developed a web-based software tool, http://mocloassembly.com, for generating combinatorial DNA device libraries from basic DNA parts uploaded as Genbank files. We provide access to the tool, and an export file from our liquid handler software which includes optimized liquid classes, labware parameters, and deck layout. All DNA parts used are available through Addgene, and their digital maps can be accessed via the Boston University BDC ICE Registry. Together, these elements provide a foundation for other organizations to automate modular cloning experiments and similar protocols. The automated DNA assembly workflow presented here enables the repeatable, automated, high-throughput production of DNA devices, and reduces the risk of human error arising from repetitive manual pipetting. Sequencing data show the automated DNA assembly reactions generated from this workflow are ~95% correct and require as little as 4% as much hands-on time, compared to manual reaction preparation.
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Scooped by Gerd Moe-Behrens
December 28, 2017 1:02 PM
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In vivo genome editing improves motor function and extends survival in a mouse model of ALS

In vivo genome editing improves motor function and extends survival in a mouse model of ALS | SynBioFromLeukipposInstitute | Scoop.it
Amyotrophic lateral sclerosis (ALS) is a fatal and incurable neurodegenerative disease characterized by the progressive loss of motor neurons in the spinal cord and brain. In particular, autosomal dominant mutations in the superoxide dismutase 1 (SOD1) gene are responsible for ~20% of all familial ALS cases. The clustered regularly interspaced short palindromic repeats (CRISPR)–CRISPR-associated (Cas9) genome editing system holds the potential to treat autosomal dominant disorders by facilitating the introduction of frameshift-induced mutations that can disable mutant gene function. We demonstrate that CRISPR-Cas9 can be harnessed to disrupt mutant SOD1 expression in the G93A-SOD1 mouse model of ALS following in vivo delivery using an adeno-associated virus vector. Genome editing reduced mutant SOD1 protein by >2.5-fold in the lumbar and thoracic spinal cord, resulting in improved motor function and reduced muscle atrophy. Crucially, ALS mice treated by CRISPR-mediated genome editing had ~50% more motor neurons at end stage and displayed a ~37% delay in disease onset and a ~25% increase in survival compared to control animals. Thus, this study illustrates the potential for CRISPR-Cas9 to treat SOD1-linked forms of ALS and other central nervous system disorders caused by autosomal dominant mutations.
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Scooped by Gerd Moe-Behrens
December 21, 2017 7:22 AM
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Yeast Still a Beast: Diverse Applications of CRISPR/Cas Editing Technology in S. cerevisiae

The recent discovery and use of CRISPR/Cas9 gene editing technology has provided new opportunities for scientific research in many fields of study including agriculture, genetic disorders, human disease, biotechnology, and basic biological research. The ability to precisely target DNA sequences and either remove, modify, or replace genetic sequences provides a new level of control in nearly all eukaryotic organisms, including budding yeast. Given the many discoveries made in Saccharomyces cerevisiae over the past decades spanning genetics, cell biology, and biochemistry, as well as the development of new technologies that have allowed high throughput screening, robotic automation, and a platform for synthetic genome engineering, the yeast community has also started to recognize the utility and complementary nature of CRISPR-based methodologies. Here we present and review a variety of recent uses of Cas9 in budding yeast-both nuclease dependent and independent applications spanning traditional gene editing and replacement, to transcriptional modulation, to novel uses including the development of living circuitry or robotic platforms for synthetic genome construction. Yeast continues to serve as a powerful model system, yet it can still benefit from use of CRISPR for basic research, industrial application, and innovation of new Cas9-based applications.
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Scooped by Gerd Moe-Behrens
December 20, 2017 6:15 PM
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3D Bioprinting: A Revolutionary Technology in the Healthcare Industry

3D Bioprinting: A Revolutionary Technology in the Healthcare Industry | SynBioFromLeukipposInstitute | Scoop.it
The global 3D bioprinting market is expected to reach USD 1,332.6 million by 2021, growing at a CAGR of 26.5% during the forecast period.
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Scooped by Gerd Moe-Behrens
December 19, 2017 6:56 AM
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Synthetic biology of modular endolysins

Endolysins and their derivatives have emerged in recent years as a novel class of antibacterials, which have now entered the clinical phases. Their rapid mode-of-action and proteinaceous nature differentiates them from any other class of antibiotics. A key feature of endolysins is their modularity and the opportunities that emerge thereof to customize properties such as specificity, activity, stability and solubility. Extensive protein engineering efforts have expanded the activity spectrum to (pan)drug-resistant Gram-negative bacteria or have improved the activity against Gram-positive pathogens. In addition, specific cell wall binding domains derived from endolysins are exploited for the development of diagnostics.
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Scooped by Gerd Moe-Behrens
December 19, 2017 6:52 AM
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Modular assembling process of an in-silico protocell

The bottom-up approach of synthetic biology is driven by the need for a deepened understanding of the interaction of functional modules in living or artificial systems. The hope is that the gained knowledge will help to optimize existing systems, or, as one long-term goal of synthetic biology, to build up artificial cell-like entities from single building blocks. This article focuses on a system theoretic approach to synthetic biology, and in particular on the construction of a protocell model by the modular assembling process. Different models for an in-silico protocell are described that combines experimentally validated biological subsystems with theoretical assumptions. The in-silico protocell that is characterized consists of three different functional modules: the membrane proliferating module, the membrane contraction module, and a positioning module. Additional theoretical hypotheses are tested in order to merge the module models to one protocell model with synchronously working parts. The different approaches used here for developing a protocell model could be helpful for assembling the different modules to one system in reality. Depending on the objective one wants to achieve a more or less detailed modeling approach is appropriate.
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Scooped by Gerd Moe-Behrens
December 15, 2017 5:16 PM
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Orthogonality and burdens of heterologous AND gate gene circuits in E. coli

Synthetic biology approaches commonly introduce heterologous gene networks into a host to predictably program cells, with the expectation of the synthetic network being orthogonal to the host background. However, introduced circuits may interfere with the host’s physiology, either indirectly by posing a metabolic burden and/or through unintended direct interactions between parts of the circuit with those of the host, affecting functionality. Here we used RNA-Seq transcriptome analysis to quantify the interactions between a representative heterologous AND gate circuit and the host Escherichia coli under various conditions including circuit designs and plasmid copy numbers. We show that the circuit plasmid copy number outweighs circuit composition for their effect on host gene expression with medium-copy number plasmid showing more prominent interference than its low-copy number counterpart. In contrast, the circuits have a stronger influence on the host growth with a metabolic load increasing with the copy number of the circuits. Notably, we show that variation of copy number, an increase from low to medium copy, caused different types of change observed in the behaviour of components in the AND gate circuit leading to the unbalance of the two gate-inputs and thus counterintuitive output attenuation. The study demonstrates the circuit plasmid copy number is a key factor that can dramatically affect the orthogonality, burden and functionality of the heterologous circuits in the host chassis. The results provide important guide for future efforts to design orthogonal and robust gene circuits with minimal unwanted interaction and burden to their host.
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