Methicillin-resistant Staphylococcus aureus remains a major global health threat in healthcare and community settings. Repurposing drugs approved by the U.S. Food and Drug Administration can shorten early discovery timelines, but in vitro antibacterial activity alone does not establish clinical feasibility. This review presents a mechanism-guided framework that extends beyond indication-based catalogs by integrating four therapeutic functions: direct antibacterial activity, antibiotic potentiation, antivirulence or pathogen-disarming activity, and host- or matrix-directed adjunctive activity. Candidates are further graded by evidence level, ranging from in vitro studies to animal infection models and human clinical evidence. Across membrane disruption, efflux inhibition, translation arrest, virulence regulation, biofilm targeting, and redox or metabolic perturbation, we evaluate representative potency data, model systems, infection-site relevance, achievable exposure, toxicity, resistance potential, and combination rationale. We also examine unsuccessful or stalled candidates to illustrate how pharmacokinetic/pharmacodynamic mismatch, host toxicity, formulation constraints, and model failure can outweigh compelling microbiological activity. Relevant literature was identified from PubMed, Google Scholar, Web of Science and Scopus up to June 2026. Investigational compounds and experimental adjuncts are identified separately from approved drugs. This integrated framework supports transparent prioritization of repurposed agents and the rational design of clinically plausible anti-MRSA combinations.
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
P. Abrahamsson, O. Salo, Jussi Ronkainen et al.· arXiv.org· 727 citations· ⚡54
The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
M. Pikkarainen, Jukka Haikara, O. Salo et al.· Empirical Software Engineeri...· 401 citations· ⚡48
The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
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It is proved that any global minimizer of the trajectory balance objective can define a policy that samples exactly from the target distribution, and empirically demonstrate the benefits of the trajectories balance objective for GFlowNet convergence, diversity of generated samples, and robustness to long action sequenc...
Esmeralda S. Whitammer, Moksh Jain, Emmanuel Bengio et al.· Neural Information Processin...· 302 citations· ⚡60