ABSTRACT
Objective: To explore the mechanism of action and active constituents of Toujie Quwen Granules (TJQWG) for treatment of COVID-19, and provide a scientific reference for its clinical application.
ABSTRACT
Assays using ELISA measurements on serially diluted serum samples have been heavily used to measure serum reactivity to SARS-CoV-2 antigens and are widely used in virology and elsewhere in biology. We test a method using Bayesian hierarchical modelling to reduce the workload of these assays and measure reactivity of SARS-CoV-2 and HCoV antigens to human serum samples collected before and during the COVID-19 pandemic. Inflection titers for SARS-CoV-2 full-length spike protein (S1S2), spike protein receptor-binding domain (RBD), and nucleoprotein (N) inferred from 3 spread-out dilutions correlated with those inferred from 8 consecutive dilutions with an R2 value of 0.97 or higher. We confirm existing findings showing a small proportion of pre-pandemic human serum samples contain cross-reactive antibodies to SARS-CoV-2 S1S2 and N, and that SARS-CoV-2 infection increases serum reactivity to the beta-HCoVs OC43 and HKU1 S1S2. In serial dilution assays, large savings in resources and/or increases in throughput can be achieved by reducing the number of dilutions measured and using Bayesian hierarchical modelling to infer inflection or endpoint titers. We have released software for conducting these types of analysis.
Subject(s)
COVID-19 , SARS-CoV-2 , Antibodies, Viral , Bayes Theorem , COVID-19/diagnosis , Enzyme-Linked Immunosorbent Assay , Humans , Pandemics , Seasons , WorkloadABSTRACT
OBJECTIVES: To understand why critical care clinicians still implement physical restraints, to prevent unplanned extubation and to explore the driving factors influencing the decision-making of physical restraints use. DESIGN: A qualitative descriptive design was used. The data were collected through one-to-one, semistructured interviews and analysed through the framework of thematic analysis. PARTICIPANTS AND SETTING: The study was conducted from December 2019 to May 2020 at one general intensive care unit (ICU) and one emergency ICU in a general tertiary hospital with 3200 beds in Hangzhou, China. The sampling strategy was combined maximum variation sampling and criterion sampling. RESULTS: A total of 14 clinicians participated in the study. The reason why critical care clinicians implemented physical restraints to prevent unplanned extubation was that the tense healthcare climate was caused by family members' rejection of mismatched expectations. As unplanned extubation was highly likely to create medical disputes, hospitals placed excessive emphasis on unplanned extubation, which resulted in a lack of analysis of the cause of unplanned extubation and strict measures for dealing with unplanned extubation. The shortage of nursing human resources, unsuitable ward environments, intensivists' attitudes, timely extubation for intensivists, nurse experiences and the patient's possibility of unplanned extubation all contributed to the decision-making resulting in the use of physical restraints. CONCLUSIONS: Although nurses played a crucial role in the decision-making process of using physical restraints, changing the healthcare climate and the hospital management mode for unplanned extubation are fundamental measures to reduce physical restraints use.