43 research outputs found

    Optimized Production and Purification of LCC DNA Minivectors for Applications in Gene Therapy and Vaccine Development

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    Linear covalently closed (LCC) DNA minivectors serve to be superior to conventional circular covalently closed (CCC) plasmid DNA (pDNA) vectors due to enhancements to both transfection efficiency and safety. Specifically, LCC DNA minivectors have a heightened safety profile as insertional mutagenesis is inhibited by covalently closed terminal ends conferring double-strand breaks that cause chromosomal disruption and cell death in the low frequency event of chromosomal integration. The development of a one-step, E. coli based in vivo LCC DNA minivector production system enables facile and efficient production of LCC DNA minivectors referred to as DNA ministrings. This novel in vivo system demonstrates high versatility, generating DNA ministrings catered to numerous potential applications in gene therapy and vaccine development. In the present study, numerous aspects pertaining to the generation of gene therapeutics with LCC DNA ministrings have been explored with relevance to both industry and clinical settings. Through systematic assessment of induction duration, cultivation strategy, and genetic/chemical modifications, the novel in vivo system was optimized to produce high yields of DNA ministrings at ~90% production efficiency. Purification of LCC DNA ministrings using anion exchange membrane chromatography demonstrated rapid, scalable purification of DNA vectors as well as its potential in the separation of different DNA isoforms. The application of a hydrogel-based strong Q-anion exchange membrane, with manipulations to salt gradient, constituted effective separation of parental supercoiled CCC precursor pDNA and LCC DNA. The resulting DNA ministrings were employed for the generation of 16-3-16 gemini surfactant based synthetic vectors and comparative analysis, through physical characterization and in vitro transfection assays, was conducted between DNA ministring derived and CCC pDNA derived lipoplexes. Differences in DNA topology were observed to induce differences in particle size and DNA protection/encapsulation upon lipoplex formation. Lastly, the in vivo DNA minivector production system successfully generated gagV3(BCE) LCC DNA ministrings for downstream development of a HIV DNA-VLP (Virus-like particle) vaccine, thus highlighting the capacity of such system to produce DNA ministrings with numerous potential applications.4 month

    The epidemiology of COVID-19 cases and the successful containment strategy in Hong Kong-January to May 2020

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    BACKGROUND: Hong Kong, a Special Administrative Region of China, recorded its first confirmed coronavirus disease 2019 (COVID-19) case on 23 January 2020. We reviewed the case epidemiology and the various public health measures implemented from January to May 2020. METHODS: The epidemiological and clinical characteristics of the cases recorded in different phases of the epidemic were described and compared, and the effectiveness of the public health measures implemented were reviewed using the changes in the daily number of confirmed cases and the interval from symptom onset to hospital admission. RESULTS: Between January and May 2020, 1084 confirmed COVID-19 cases were reported, about 70% of which had a history of travel during the incubation period. The case fatality ratio was 0.4%. The local epidemic progressed through four phases: (1) preparedness and imported infection from mainland China, (2) local transmission, (3) imported infection from overseas countries associated with local transmission, and (4) controlled imported infection with limited local transmission, with an eventual reduction of the daily case number and minimization of the onset-to-admission interval. Various public health measures, including enhanced surveillance, border control, and social distancing, were introduced in phases in response to the prevailing local and global situations. DISCUSSION: The overall containment strategy in Hong Kong led to a stabilization of the number of cases and the absence of a community-wide outbreak during the 4.5 m after the first case was reported. This strategy of containment might serve as an example for future planning of preparedness and response against novel infectious agents

    Reducing the environmental impact of surgery on a global scale: systematic review and co-prioritization with healthcare workers in 132 countries

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    Abstract Background Healthcare cannot achieve net-zero carbon without addressing operating theatres. The aim of this study was to prioritize feasible interventions to reduce the environmental impact of operating theatres. Methods This study adopted a four-phase Delphi consensus co-prioritization methodology. In phase 1, a systematic review of published interventions and global consultation of perioperative healthcare professionals were used to longlist interventions. In phase 2, iterative thematic analysis consolidated comparable interventions into a shortlist. In phase 3, the shortlist was co-prioritized based on patient and clinician views on acceptability, feasibility, and safety. In phase 4, ranked lists of interventions were presented by their relevance to high-income countries and low–middle-income countries. Results In phase 1, 43 interventions were identified, which had low uptake in practice according to 3042 professionals globally. In phase 2, a shortlist of 15 intervention domains was generated. In phase 3, interventions were deemed acceptable for more than 90 per cent of patients except for reducing general anaesthesia (84 per cent) and re-sterilization of ‘single-use’ consumables (86 per cent). In phase 4, the top three shortlisted interventions for high-income countries were: introducing recycling; reducing use of anaesthetic gases; and appropriate clinical waste processing. In phase 4, the top three shortlisted interventions for low–middle-income countries were: introducing reusable surgical devices; reducing use of consumables; and reducing the use of general anaesthesia. Conclusion This is a step toward environmentally sustainable operating environments with actionable interventions applicable to both high– and low–middle–income countries

    On the Selection of Weight Decay Parameter for Faulty Networks

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    Physical Characterization of Gemini Surfactant-Based Synthetic Vectors for the Delivery of Linear Covalently Closed (LCC) DNA Ministrings.

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    In combination with novel linear covalently closed (LCC) DNA minivectors, referred to as DNA ministrings, a gemini surfactant-based synthetic vector for gene delivery has been shown to exhibit enhanced delivery and bioavailability while offering a heightened safety profile. Due to topological differences from conventional circular covalently closed (CCC) plasmid DNA vectors, the linear topology of LCC DNA ministrings may present differences with regards to DNA interaction and the physicochemical properties influencing DNA-surfactant interactions in the formulation of lipoplexed particles. In this study, N,N-bis(dimethylhexadecyl)-α,ω-propanediammonium(16-3-16)gemini-based synthetic vectors, incorporating either CCC plasmid or LCC DNA ministrings, were characterized and compared with respect to particle size, zeta potential, DNA encapsulation, DNase sensitivity, and in vitro transgene delivery efficacy. Through comparative analysis, differences between CCC plasmid DNA and LCC DNA ministrings led to variations in the physical properties of the resulting lipoplexes after complexation with 16-3-16 gemini surfactants. Despite the size disparities between the plasmid DNA vectors (CCC) and DNA ministrings (LCC), differences in DNA topology resulted in the generation of lipoplexes of comparable particle sizes. The capacity for ministring (LCC) derived lipoplexes to undergo complete counterion release during lipoplex formation contributed to improved DNA encapsulation, protection from DNase degradation, and in vitro transgene delivery

    On the Selection of Weight Decay Parameter for Faulty Networks

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    Abstract—The weight-decay technique is an effective approach to handle overfitting and weight fault. For fault-free networks, without an appropriate value of decay parameter, the trained network is either overfitted or underfitted. However, many existing results on the selection of decay parameter focus on fault-free networks only. It is well known that the weight-decay method can also suppress the effect of weight fault. For the faulty case, using a test set to select the decay parameter is not practice because there are huge number of possible faulty networks for a trained network. This paper develops two mean prediction error (MPE) formulae for predicting the performance of faulty radial basis function (RBF) networks. Two fault models, multiplicative weight noise and open weight fault, are considered. Our MPE formulae involve the training error and trained weights only. Besides, in our method, we do not need to generate a huge number of faulty networks to measure the test error for the fault situation. The MPE formulae allow us to select appropriate values of decay parameter for faulty networks. Our experiments showed that, although there are small differences between the true test errors (from the test set) and the MPE values, the MPE formulae can accurately locate the appropriate value of the decay parameter for minimizing the true test error of faulty networks. Index Terms—Faulty network, generalization error, mean prediction error, regularization, weight decay

    Particle size and zeta potential of DNA/16-3-16 and DNA/16-3-16/DOPE lipoplexes.

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    <p>Particle size and zeta potential of DNA/16-3-16 and DNA/16-3-16/DOPE lipoplexes.</p

    Parental plasmid DNA vector substrate for the production of LCC DNA ministrings.

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    <p>The 5.6 kb pDNA vector (pNN9) possesses two "Super Sequences" (SS) flanking the eukaryotic expression cassette for the generation of LCC DNA ministrings. Within each Super Sequence, <i>pal</i> act as the protelomerase recognition sequences for the production of LCC DNA ministrings (2.4 kb) upon processing by Tel protelomerases. SV40 enhancer sequences serve as DNA-targeting sequences (DTS) for improved nuclear entry during gene delivery.</p
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