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https://www.selleckchem.com/products/ZLN005.html The coronavirus disease 2019 (COVID-19) pandemic has placed great demands on many hospitals to maximize their capacity to care for affected patients. The requirement to reassign space has created challenges for obstetric services. We describe the nature of that challenge for an obstetric service in New York City. This experience raised an ethical challenge whether it would be consistent with professional integrity to respond to a public health emergency with a plan for obstetric services that would create an increased risk of rare maternal mortality. We answered this question using the conceptual tools of professional ethics in obstetrics, especially the professional virtue of integrity. A public health emergency requires frameshifting from an individual-patient perspective to a population-based perspective. We show that an individual-patient-based, beneficence-based deliberative clinical judgment is not an adequate basis for organizational policy in response to a public health emergency. Instead, physicians, especially those in leadership positions, must frameshift to population-based clinical ethical judgment that focuses on reduction of mortality as much as possible in the entire population of patients served by a healthcare organization.The metabolic network is the reconstruction of the metabolic pathway of an organism that is used to represent the interaction between enzymes and metabolites in genome level. Meanwhile, metabolic engineering is a process that modifies the metabolic network of a cell to increase the production of metabolites. However, the metabolic networks are too complex that cause problem in identifying near-optimal knockout genes/reactions for maximizing the metabolite's production. Therefore, through constraint-based modelling, various metaheuristic algorithms have been improvised to optimize the desired phenotypes. In this paper, PSOMOMA was compared with CSMOMA and ABCMOMA for maximizing the

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