Assessment of antibiotic use and concordance with practice guidelines within 3 diverse ambulatory clinic systems.

OBJECTIVES: The objectives of this study were (1) to determine the rate of antibiotic prescribing at ambulatory clinics, and (2) to assess the concordance of antibiotic prescriptions with published guidelines and Food and Drug Administration-approved indications in terms of drug choices and dosing regimen. DESIGN: Cross-sectional study. SETTING AND PARTICIPANTS: Patients of all ages receiving at least 1 prescription during ambulatory visits in 2016 to 2017 were observed. OUTCOME MEASURES: For each of the 3 clinic systems included in this study, oral antibiotic prescribing rates were estimated per patient and per ambulatory visit. Then, the concordance of oral antibiotic prescribing was assessed with respect to (1) choice of agent and (2) the dosing regimen by comparing it to the recommended therapeutic regimen (RTR). RESULTS: A total of 284,348 patients receiving at least 1 prescription were included in the analysis. Between clinics, 17.4 to 43.7 per 100 patients received antibiotics. Of the antibiotics prescribed, 48.9% in Clinic A, 48.0% in Clinic B, and 60.7% in Clinic C were considered to be discordant in terms of drug choice. When the dosing regimen was taken into account in addition to the choice of agent, 72.6% in Clinic A, 76.7% in Clinic B, and 81.6% in Clinic C were discordant based on drug choice or dosing regimen. Of the prescriptions written with a discordant dosing regimen, 91.2% in Clinic A, 79.6% in Clinic B, and 91.0% in Clinic C were at a higher dosage than RTR. CONCLUSION: Antibiotic prescribing rates vary by clinics, whereas discordant prescribing is consistently prevalent across clinics. More efforts should be put into ambulatory care to address antibiotic misuse problems, and our method could improve ambulatory antimicrobial stewardship programs.

Synchronization of the Normal Human Peripheral Immune System: A Comprehensive Circadian Systems Immunology Analysis.

In this study, we sought to fill an important gap in fundamental immunology research by conducting a comprehensive systems immunology analysis of daily variation in the normal human peripheral immune system. Although variation due to circadian rhythmicity was not a significant source of variation in daily B-cell levels or any CD4+ functional subset, it accounted for more than 25% of CD4+ regulatory T-cell variation and over 50% of CD8+ central memory variation. Circadian rhythmicity demonstrated phase alignment within functional phenotypes. In addition, we observed that previously-described mechanistic relationships can also appear in the peripheral system as phase shifting in rhythmic patterns. We identified a set of immune factors which are ubiquitously correlated with other factors and further analysis also identified a tightly-correlated "core" set whose relational structure persisted after analytically removing circadian-related variation. This core set consisted of CD8+ and its subpopulations and the NK population. In sum, the peripheral immune system can be conceptualized as a dynamic, interconnected wave-field repeating its pattern on a daily basis. Our data provide a comprehensive inventory of synchronization and correlation within this wave-field and we encourage use of our data to discover unknown mechanistic relationships which can then be tested in the laboratory.