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1.
NPJ Syst Biol Appl ; 8(1): 38, 2022 10 10.
Artículo en Inglés | MEDLINE | ID: mdl-36216820

RESUMEN

A major complication in COVID-19 infection consists in the onset of acute respiratory distress fueled by a dysregulation of the host immune network that leads to a run-away cytokine storm. Here, we present an in silico approach that captures the host immune system's complex regulatory dynamics, allowing us to identify and rank candidate drugs and drug pairs that engage with minimal subsets of immune mediators such that their downstream interactions effectively disrupt the signaling cascades driving cytokine storm. Drug-target regulatory interactions are extracted from peer-reviewed literature using automated text-mining for over 5000 compounds associated with COVID-induced cytokine storm and elements of the underlying biology. The targets and mode of action of each compound, as well as combinations of compounds, were scored against their functional alignment with sets of competing model-predicted optimal intervention strategies, as well as the availability of like-acting compounds and known off-target effects. Top-ranking individual compounds identified included a number of known immune suppressors such as calcineurin and mTOR inhibitors as well as compounds less frequently associated for their immune-modulatory effects, including antimicrobials, statins, and cholinergic agonists. Pairwise combinations of drugs targeting distinct biological pathways tended to perform significantly better than single drugs with dexamethasone emerging as a frequent high-ranking companion. While these predicted drug combinations aim to disrupt COVID-induced acute respiratory distress syndrome, the approach itself can be applied more broadly to other diseases and may provide a standard tool for drug discovery initiatives in evaluating alternative targets and repurposing approved drugs.


Asunto(s)
Tratamiento Farmacológico de COVID-19 , Inhibidores de Hidroximetilglutaril-CoA Reductasas , Calcineurina , Síndrome de Liberación de Citoquinas/tratamiento farmacológico , Dexametasona , Humanos , SARS-CoV-2
3.
Methods Mol Biol ; 1001: 99-114, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23494423

RESUMEN

Our ability to manipulate stem cells in order to induce differentiation along a desired developmental pathway has improved immeasurably in recent years. That is in part because we have a better understanding of the intracellular and extracellular signals that regulate differentiation. However, there has also been a realization that stem cell differentiation is not regulated only by chemical signals but also by the physical milieu in which a particular stem cell exists. In this regard we are challenged to mimic both chemical and physical environments. Herein we describe a method to induce stem cell differentiation into cardiomyocytes using a combination of chemical and physical cues. This method can be applied to produce differentiated cells for research and potentially for cell-based therapy of cardiomyopathies.


Asunto(s)
Biomimética/métodos , Cardiomiopatías/terapia , Diferenciación Celular/fisiología , Células Madre Embrionarias/citología , Miocitos Cardíacos/citología , Medicina Regenerativa/métodos , Ingeniería de Tejidos/métodos , Proteína Morfogenética Ósea 4/metabolismo , Dimetilpolisiloxanos , Humanos
4.
CBE Life Sci Educ ; 9(1): 55-69, 2010.
Artículo en Inglés | MEDLINE | ID: mdl-20194808

RESUMEN

Genomics is not only essential for students to understand biology but also provides unprecedented opportunities for undergraduate research. The goal of the Genomics Education Partnership (GEP), a collaboration between a growing number of colleges and universities around the country and the Department of Biology and Genome Center of Washington University in St. Louis, is to provide such research opportunities. Using a versatile curriculum that has been adapted to many different class settings, GEP undergraduates undertake projects to bring draft-quality genomic sequence up to high quality and/or participate in the annotation of these sequences. GEP undergraduates have improved more than 2 million bases of draft genomic sequence from several species of Drosophila and have produced hundreds of gene models using evidence-based manual annotation. Students appreciate their ability to make a contribution to ongoing research, and report increased independence and a more active learning approach after participation in GEP projects. They show knowledge gains on pre- and postcourse quizzes about genes and genomes and in bioinformatic analysis. Participating faculty also report professional gains, increased access to genomics-related technology, and an overall positive experience. We have found that using a genomics research project as the core of a laboratory course is rewarding for both faculty and students.


Asunto(s)
Investigación Genética , Genómica/educación , Laboratorios , Universidades , Animales , Docentes , Estudiantes/psicología
5.
Int J Plant Genomics ; 2008: 910474, 2008.
Artículo en Inglés | MEDLINE | ID: mdl-19753141
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