26 research outputs found

    High—throughput and automated screening for COVID-19

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    The COVID-19 pandemic has become a global challenge for the healthcare systems of many countries with 6 million people having lost their lives and 530 million more having tested positive for the virus. Robust testing and a comprehensive track and trace process for positive patients are essential for effective pandemic control, leading to high demand for diagnostic testing. In order to comply with demand and increase testing capacity worldwide, automated workflows have come into prominence as they enable high-throughput screening, faster processing, exclusion of human error, repeatability, reproducibility and diagnostic precision. The gold standard for COVID-19 testing so far has been RT-qPCR, however, different SARS-CoV-2 testing methods have been developed to be combined with high throughput testing to improve diagnosis. Case studies in China, Spain and the United Kingdom have been reviewed and automation has been proven to be promising for mass testing. Free and Open Source scientific and medical Hardware (FOSH) plays a vital role in this matter but there are some challenges to be overcome before automation can be fully implemented. This review discusses the importance of automated high-throughput testing, the different equipment available, the bottlenecks of its implementation and key selected case studies that due to their high effectiveness are already in use in hospitals and research centres

    In silico Analyses of Immune System Protein Interactome Network, Single-Cell RNA Sequencing of Human Tissues, and Artificial Neural Networks Reveal Potential Therapeutic Targets for Drug Repurposing Against COVID-19

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    Background: There is pressing urgency to identify therapeutic targets and drugs that allow treating COVID-19 patients effectively.Methods: We performed in silico analyses of immune system protein interactome network, single-cell RNA sequencing of human tissues, and artificial neural networks to reveal potential therapeutic targets for drug repurposing against COVID-19.Results: We screened 1,584 high-confidence immune system proteins in ACE2 and TMPRSS2 co-expressing cells, finding 25 potential therapeutic targets significantly overexpressed in nasal goblet secretory cells, lung type II pneumocytes, and ileal absorptive enterocytes of patients with several immunopathologies. Then, we performed fully connected deep neural networks to find the best multitask classification model to predict the activity of 10,672 drugs, obtaining several approved drugs, compounds under investigation, and experimental compounds with the highest area under the receiver operating characteristics.Conclusion: After being effectively analyzed in clinical trials, these drugs can be considered for treatment of severe COVID-19 patients. Scripts can be downloaded at

    Los sistemas de dos componentes: circuitos moleculares versátiles

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    To survive, organisms must adapt to sudden environmental changes that exert a selective pressure and therefore, their chances of survival depend on their ability to respond quickly and accurately. Adapting to these changes is closely linked to the correct perception and transmission of stimuli and the generation of appropriate responses. Two component systems (TCS) allow different bacteria, fungi, slime molds and plants to regulate their physiology according to the environmental conditions. In these molecular circuits, the mechanism of communication between modules is the consecutive phosphorylation of His and Asp residues located in sensor histidine kinase and  response  regulator protein pairs. This review highlights the most relevant features of TCS and their role in the perception and response to diverse stimuli. Finally, the differences between prokaryotic and eukaryotic TCS are illustrated using the osmotic response in Escherichia coli and Saccharomyces cerevisiae.Para sobrevivir, los organismos deben adaptarse a cambios ambientales repentinos que ejercen una presión selectiva y por lo tanto sus posibilidades de supervivencia, dependen de su capacidad para responder en forma rápida y precisa. La adaptación a estos cambios está estrechamente ligada a la correcta percepción y transmisión de los estímulos, así como a la generación de respuestas apropiadas. En diferentes bacterias, hongos, plantas y mohos mucilaginosos, los sistemas de dos componentes (SDC) permiten regular su fisiología de acuerdo a las condiciones ambientales. En estos circuitos moleculares, el mecanismo de comunicación entre módulos es la fosforilación consecutiva de residuos de His y Asp localizados en dos proteínas: una cinasa sensora (CS) y un regulador de la respuesta (RR). En este artículo de revisión, se destacan las características más relevantes de los SDC, así como su participación como sistemas de percepción-respuesta a muy diversos estímulos. Además se resaltan las diferencias entre los SDC en procariontes y eucariontes. Finalmente se ejemplifican algunas diferencias usando los circuitos de regulación osmótica de Escherichia coli y Saccharomyces cerevisiae

    Los sistemas de dos componentes: circuitos moleculares versátiles

    No full text
    Para sobrevivir, los organismos deben adaptarse a cambios ambientales repentinos que ejercen una presión selectiva y por lo tanto sus posibilidades de supervivencia, dependen de su capacidad para responder en forma rápida y precisa. La adaptación a estos cambios está estrechamente ligada a la correcta percepción y transmisión de los estímulos, así como a la generación de respuestas apropiadas. En diferentes bacterias, hongos, plantas y mohos mucilaginosos, los sistemas de dos componentes (SDC) permiten regular su fisiología de acuerdo a las condiciones ambientales. En estos circuitos moleculares, el mecanismo de comunicación entre módulos es la fosforilación consecutiva de residuos de His y Asp localizados en dos proteínas: una cinasa sensora (CS) y un regulador de la respuesta (RR). En este artículo de revisión, se destacan las características más relevantes de los SDC, así como su participación como sistemas de percepción-respuesta a muy diversos estímulos. Además se resaltan las diferencias entre los SDC en procariontes y eucariontes. Finalmente se ejemplifican algunas diferencias usando los circuitos de regulación osmótica de Escherichia coli y Saccharomyces cerevisiae

    Caracterización de los sistemas de dos componentes de neurospora crassa /\ua0tesis que para obtener el grado de Doctorado en Ciencias Bioquímicas, presenta Carlos Arturo Barba Ostria ; tutor principal de tesis Dimitris Georgellis

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    . 97 páginas :\ua0ilustraciones. Doctorado en Ciencias Bioquímicas\ua0Universidad Nacional Autónoma de México,\ua02013\ua0Programa de Posgrado en Ciencias Bioquímica

    SEGUIMIENTO Y APOYO A ALUMNOS DE PRIMER INGRESO.

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    The Neurospora crassa DCC-1 Protein, a Putative Histidine Kinase, Is Required for Normal Sexual and Asexual Development and Carotenogenesis▿

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    Two-component signaling pathways based on phosphoryl group transfer between histidine kinase and response regulator proteins regulate environmental responses in bacteria, archaea, plants, slime molds, and fungi. Here we characterize a mutant form of DCC-1, a putative histidine kinase encoded by the NCU00939 gene of the filamentous fungus Neurospora crassa. We show that this protein participates in the regulation of processes such as conidiation, perithecial development, and, to a certain degree, carotenogenesis. Furthermore, DCC-1 is suggested to exert its effect by promoting cyclic AMP production, thereby placing this protein within the context of a signaling pathway

    Engineering <i>Escherichia coli</i> for Conversion of Glucose to Medium-Chain ω‑Hydroxy Fatty Acids and α,ω-Dicarboxylic Acids

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    In search of sustainable approaches to plastics production, many efforts have been made to engineer microbial conversions of renewable feedstock to short-chain (C2–C8) bifunctional polymer precursors (e.g., succinic acid, cadaverine, 1,4-butanediol). Less attention has been given to medium-chain (C12–C14) monomers such as ω-hydroxy fatty acids (ω-OHFAs) and α,ω-dicarboxylic acids (α,ω-DCAs), which are precursors to high performance polyesters and polyamides. Here we engineer a complete microbial conversion of glucose to C12 and C14 ω-OHFAs and α,ω-DCAs, with precise control of product chain length. Using an expanded bioinformatics approach, we screen a wide range of enzymes across phyla to identify combinations that yield complete conversion of intermediates to product α,ω-DCAs. Finally, through optimization of culture conditions, we enhance production titer of C12 α,ω-DCA to nearly 600 mg/L. Our results indicate potential for this microbial factory to enable commercially relevant, renewable production of C12 α,ω-DCAa valuable precursor to the high-performance plastic, nylon-6,12

    Engineering xylose metabolism for production of polyhydroxybutyrate in the non-model bacterium Burkholderia sacchari

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    Abstract Background Despite its ability to grow and produce high-value molecules using renewable carbon sources, two main factors must be improved to use Burkholderia sacchari as a chassis for bioproduction at an industrial scale: first, the lack of molecular tools to engineer this organism and second, the inherently slow growth rate and poly-3-hydroxybutyrate [P(3HB)] production using xylose. In this work, we have addressed both factors. Results First, we adapted a set of BglBrick plasmids and showed tunable expression in B. sacchari. Finally, we assessed growth rate and P(3HB) production through overexpression of xylose transporters, catabolic or regulatory genes. Overexpression of xylR significantly improved growth rate (55.5% improvement), polymer yield (77.27% improvement), and resulted in 71% of cell dry weight as P(3HB). Conclusions These values are unprecedented for P(3HB) accumulation using xylose as a sole carbon source and highlight the importance of precise expression control for improving utilization of hemicellulosic sugars in B. sacchari
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