Background Human to human transmission of SARS-CoV-2 is driven by the respiratory route but little is known about the pattern and quantity of virus output from exhaled breath. We have previously shown that face-mask sampling (FMS) can detect exhaled tubercle bacilli and have adapted its use to quantify exhaled SARS-CoV-2 RNA in patients admitted to hospital with Coronavirus Disease-2019 (COVID-19). Methods Between May and December 2020, we took two concomitant FMS and nasopharyngeal samples (NPS) over two days, starting within 24 hours of a routine virus positive NPS in patients hospitalised with COVID-19, at University Hospitals of Leicester NHS Trust, UK. Participants were asked to wear a modified duckbilled facemask for 30 minutes, followed by a nasopharyngeal swab. Demographic, clinical, and radiological data, as well as International Severe Acute Respiratory and emerging Infections Consortium (ISARIC) mortality and deterioration scores were obtained. Exposed masks were processed by removal, dissolution and analysis of sampling matrix strips fixed within the mask by RT-qPCR. Viral genome copy numbers were determined and results classified as Negative; Low: ≤999 copies; Medium: 1,000-99,999 copies and High ≥ 100,000 copies per strip for FMS or per 100µl for NPS. Results 102 FMS and NPS were collected from 66 routinely positive patients; median age: 61 (IQR 49 - 77), of which FMS was positive in 38% of individuals and concomitant NPS was positive in 50%. Positive FMS viral loads varied over five orders of magnitude (<10-3.3 x 10 6 genome copies/strip); 21 (32%) patients were asymptomatic at the time of sampling. High FMS viral load was associated with respiratory symptoms at time of sampling and shorter interval between sampling and symptom onset (FMS High: median (IQR) 2 days (2-3) vs FMS Negative: 7 days (7-10), p =0.002). On multivariable linear regression analysis, higher FMS viral loads were associated with higher ISARIC mortality (Medium FMS vs Negative FMS gave an adjusted coefficient of 15.7, 95% CI 3.7-27.7, p =0.01) and deterioration scores (High FMS vs Negative FMS gave an adjusted coefficient of 37.6, 95% CI 14.0 to 61.3, p =0.002), while NPS viral loads showed no significant association. Conclusion We demonstrate a simple and effective method for detecting and quantifying exhaled SARS-CoV-2 in hospitalised patients with COVID-19. Higher FMS viral loads were more likely to be associated with developing severe disease compared to NPS viral loads. Similar to NPS, FMS viral load was highest in early disease and in those with active respiratory symptoms, highlighting the potential role of FMS in understanding infectivity.
Market irregularities and irrational behavior triggered investor’s changes in the stock market, and this has led to an investigation into the impact of various behavioral biases and factors affecting decision-making for individual investors. The quality of individual investor behavior in making stock investment decisions is very important to be understood as a reference of the movement of the capital market. This study investigated the role of behavioral finance and investor psychology in investment decision-making at the Pakistan Stock Exchange (PSE). Using a sample of 147 individual investors, the study established that behavioral factors such as Herding, Heuristic, Market and Prospect that affected the decisions of the investors operating at the Pakistan Stock Exchange (PSE). As there are a few studies in Pakistan related to behavioral finance, so this study mainly contributes to the field of behavioral finance in Pakistan. This study focusses on existing theories of behavioral finance which led to develop the hypothesis. The result of the analysis is that the four variables have greatly influenced the investment decision and return on investment. All behavioral variables have a significant impact on the decision-making process of investors, which led to the acceptance of all assumptions regarding the level of influence of behavioral factors in decision making for individual investors
Background Nasopharyngeal samples (NPS) are the mainstay of COVID-19 diagnosis. However, the extent to which assay signals relate to exhaled virus is unknown. We investigated the use of novel, non-invasive face-mask sampling (FMS) to detect exhaled SARS-CoV-2 RNA in two studies. Methods In an outbreak study (cohort 1), we performed FMS and NPS for 21 consecutive days after diagnosis on six healthcare workers who were screened positive for SARS-CoV-2. In a second hospitalised cohort (cohort 2), we performed FMS on 47 patients within 24 hours of a positive diagnosis. COVID-19 severity was graded according to WHO recommendations. Findings In cohort 1, SARS-COV-2 was detected by FMS in 10/40 (25%) samples (4/6 individuals), with no correlation between NPS and FMS RNA signals. All samples were negative by day 14 post diagnosis. Sustained FMS positivity with higher viral RNA signals showed a trend towards disease severity. In cohort 2, 19/47 (40%) individuals exhaled SARS-CoV-2 RNA extending over five orders of magnitude. FMS positive participants were older (positive: median age [IQR] 71 [61-84] vs negative: 61 [45-73], p=0.04) with more comorbidities (positive: 2 [1-3] vs negative: 1 [0-2], p<0.001) and have active cough (positive: 68% vs negative: 24%, p=0.003) and breathlessness (positive: 74% vs negative: 32%, p=0.005) during sampling, compared to FMS negative patients. Of five patients who were FMS positive and asymptomatic at time of sampling, two died of severe COVID-19 pneumonia within one month of follow up. Interpretation FMS detects exhaled SARS-COV-2, with stronger signals in those who develop severe disease.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.
hi@scite.ai
10624 S. Eastern Ave., Ste. A-614
Henderson, NV 89052, USA
Copyright © 2024 scite LLC. All rights reserved.
Made with 💙 for researchers
Part of the Research Solutions Family.