ABSTRACT
Tools that can be used to estimate antibody waning following COVID-19 vaccinations can facilitate an understanding of the current immune status of the population. In this study, a two-compartment-based mathematical model is formulated to describe the dynamics of the anti-SARS-CoV-2 antibody in healthy adults using serially measured waning antibody concentration data obtained in a prospective cohort study of 673 healthcare providers vaccinated with two doses of BNT162b2 vaccine. The datasets of 165 healthcare providers and 292 elderly patients with or without hemodialysis were used for external validation. Internal validation of the model demonstrated 97.0% accuracy, and external validation of the datasets of healthcare workers, hemodialysis patients, and nondialysis patients demonstrated 98.2%, 83.3%, and 83.8% accuracy, respectively. The internal and external validations demonstrated that this model also fits the data of various populations with or without underlying illnesses. Furthermore, using this model, we developed a smart device application that can rapidly calculate the timing of negative seroconversion.
ABSTRACT
The coronavirus disease 2019 (COVID-19) pandemic has had a great influence on medical practice in Japan. In this study, an online questionnaire-based survey was conducted among doctors routinely involved in the treatment of asthma. The questions included in the survey pertained to their thoughts on asthma treatment amidst COVID-19, changes in their clinical approach toward patients with asthma, and the behavioral changes in patients in the pandemic era. The results revealed a significant impact of the pandemic on asthma treatment. Regardless of whether or not they were directly involved in the treatment of patients with COVID-19, the doctors had avoided using nebulizers in outpatient wards/clinics and routine pulmonary function testing. An increase in canceled appointments and inappropriate/non-adherence to treatment among their patients were noticeable. Furthermore, the survey revealed an extensive impact of the pandemic on the doctors engaged in asthma treatment irrespective of the differences in their medical backgrounds.