A new framework for host-pathogen interaction research.

COVID-19 often manifests with different outcomes in different patients, highlighting the complexity of the host-pathogen interactions involved in manifestations of the disease at the molecular and cellular levels. In this paper, we propose a set of postulates and a framework for systematically understanding complex molecular host-pathogen interaction networks. Specifically, we first propose four host-pathogen interaction (HPI) postulates as the basis for understanding molecular and cellular host-pathogen interactions and their relations to disease outcomes. These four postulates cover the evolutionary dispositions involved in HPIs, the dynamic nature of HPI outcomes, roles that HPI components may occupy leading to such outcomes, and HPI checkpoints that are critical for specific disease outcomes. Based on these postulates, an HPI Postulate and Ontology (HPIPO) framework is proposed to apply interoperable ontologies to systematically model and represent various granular details and knowledge within the scope of the HPI postulates, in a way that will support AI-ready data standardization, sharing, integration, and analysis. As a demonstration, the HPI postulates and the HPIPO framework were applied to study COVID-19 with the Coronavirus Infectious Disease Ontology (CIDO), leading to a novel approach to rational design of drug/vaccine cocktails aimed at interrupting processes occurring at critical host-coronavirus interaction checkpoints. Furthermore, the host-coronavirus protein-protein interactions (PPIs) relevant to COVID-19 were predicted and evaluated based on prior knowledge of curated PPIs and domain-domain interactions, and how such studies can be further explored with the HPI postulates and the HPIPO framework is discussed.

Nurses' opinions on appropriate administration of PRN range opioid analgesic orders for acute pain.

The use of "as needed" or "pro re nata" (PRN) range opioid analgesic orders is a common clinical practice in the management of acute pain, designed to provide flexibility in dosing to meet an individual's unique needs. Range orders enable necessary adjustments in doses based on individual response to treatment. However, PRN range opioid orders have recently come under scrutiny as a source of confusion and as a medication management safety issue. How nurses administer range orders may vary based on their interpretation of the intent of an order, inadequate knowledge of analgesic titration, or exaggerated concerns about opioid safety. The purpose of this study was to investigate nurses' opinions of the appropriate implementation of range orders. Six hundred two nurses from one large academic medical center and one multihospital system completed an online survey using theoretic clinical vignettes to examine their opinions of appropriate analgesic administration practices. The majority of participants chose appropriate responses to the vignettes; however, there was a great deal of variability in responses. Those who had attended pain management courses were more likely to have a higher percentage of appropriate responses than those who had not attended courses. Years in practice and educational level were not significantly related to percentage of appropriate responses; however, there was a trend for nurses with a master's degree to have a higher percentage than nurses with other educational preparation. Consideration of opioid pharmacokinetics can provide logic to develop a new paradigm where range orders are replaced with orders that provide more explicit instructions to titrate an opioid to the most effective dose.