Knowledge gap revisited

Therapeutic activity of a significant majority of drugs is determined by their interactions with proteins. Databases of drug-protein interactions (DPIs) primarily focus on the therapeutic protein targets while the knowledge of the off-targets is fragmented and partial. One way to bridge this knowledge gap is to employ computational methods to predict protein targets for a given drug molecule, or interacting drugs for given protein targets. We survey a comprehensive set of 35 methods that were published in high-impact venues and that predict DPIs based on similarity between drugs and similarity between protein targets. We analyze the internal databases of known PDIs that these methods utilize to compute similarities, and investigate how they are linked to the 12 publicly available source databases. We discuss contents, impact and relationships between these internal and source databases, and well as the timeline of their releases and publications. The 35 predictors exploit and often combine three types of similarities that consider drug structures, drug profiles, and target sequences. We review the predictive architectures of these methods, their impact, and we explain how their internal DPIs databases are linked to the source databases. We also include a detailed timeline of the development of these predictors and discuss the underlying limitations of the current resources and predictive tools. Finally, we provide several recommendations concerning the future development of the related databases and methods.

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577 The Collaboration of Burn Outreach and Wound Care Nurses

Journal of Burn Care & Research ◽

10.1093/jbcr/irab032.227 ◽

2021 ◽

Vol 42 (Supplement_1) ◽

pp. S140-S140

Author(s):

Ekta Vohra

Keyword(s):

Wound Care ◽

Medical Center ◽

Academic Medical Center ◽

Hospital Setting ◽

Basic Knowledge ◽

Definitive Treatment ◽

Knowledge Gap ◽

Burn Wound ◽

Improvement Project ◽

Burn Wounds

Abstract Introduction Certified wound care nurses perform a vital role in skin health and management in the hospital setting. During the certification process, minimal time is spent on burn wound education, despite the fact that wound care nurses are consulted for various wound etiologies; one of those being burns. This construct created a need for collaboration between the burn team and wound care nurses. Although all burns are essentially wounds, the reality is that all wounds are not burns. The management of the burn wound is often different from the management of pressure injuries or surgical wounds. In speaking with the wound care nurses at this large urban academic medical center, a knowledge gap was identified in burn wound care education as well as appropriate and timely consultation of the burn team. Methods This knowledge improvement project focused on educating the wound care nurses in assessment and treatment of burns, and the process for burn service consultation. Burn education was provided through in-person didactic presentations. The lecture included burn wound photos with opportunities to classify the potential depth of burn wounds as well as typical complications. Additionally, it discussed when a burn consult is needed. A basic knowledge retrospective pre-posttest method was utilized. Results An educational plan was tailored to meet the learning needs of the wound care nurses to address the knowledge gap. Post test data results were tracked. Post scores were increased, indicating a successful educational intervention. Also, while providing the education, the burn outreach coordinator identified an opportunity to expand the burn center’s presence among colleagues through collaboration with the wound care nurses. The wound nurses made excellent ambassadors for the mission of the burn service. Conclusions Provision of burn education across disciplines may improve recognition of burn wounds and facilitate definitive treatment.

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