A Reproducible and Tunable Synthetic Soil Microbial Community Provides New Insights into Microbial Ecology.

Microbial soil communities form commensal relationships with plants to promote the growth of both parties. The optimization of plant-microbe interactions to advance sustainable agriculture is an important field in agricultural research. However, investigation in this field is hindered by a lack of model microbial community systems and efficient approaches for building these communities.

Improving the safety of outpatient parenteral antimicrobial therapy for patients with solid tumors.

Background And Objectives: Outpatient parenteral antimicrobial therapy (OPAT) for infections has been in use for nearly 40 years, and although it has been found safe and efficacious, its use has been studied primarily among otherwise healthy patients. We aimed to develop and evaluate an OPAT program for patients with cancer, particularly solid tumors.

Methods: We implemented multiple quality improvement interventions between June 2018 and January 2020.

Applications and Challenges of Machine Learning to Enable Realistic Cellular Simulations.

In this perspective, we examine three key aspects of an end-to-end pipeline for realistic cellular simulations: reconstruction and segmentation of cellular structures; generation of cellular structures; and mesh generation, simulation, and data analysis. We highlight some of the relevant prior work in these distinct but overlapping areas, with a particular emphasis on current use of machine learning technologies, as well as on future opportunities.