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Demand for Personal Protective Equipment (PPE) such as surgical masks, gloves, and gowns has increased significantly since the onset of the COVID-19 pandemic. In hospital settings, both medical staff and patients are required to wear PPE. As these facilities resume regular operations, staff will be required to wear PPE at all times while additional PPE will be mandated during medical procedures. This will put increased pressure on hospitals which have had problems predicting PPE usage and sourcing its supply. To meet this challenge, we propose an approach to predict demand for PPE. Specifically, we model the admission of patients to a medical department using multiple independent [Formula see text] queues. Each queue represents a class of patients with similar treatment plans and hospital length-of-stay. By estimating the total workload of each class, we derive closed-form estimates for the expected amount of PPE required over a specified time horizon using current PPE guidelines. We apply our approach to a data set of 22,039 patients admitted to the general internal medicine department at St. Michael's hospital in Toronto, Canada from April 2010 to November 2019. We find that gloves and surgical masks represent approximately 90% of predicted PPE usage. We also find that while demand for gloves is driven entirely by patient-practitioner interactions, 86% of the predicted demand for surgical masks can be attributed to the requirement that medical practitioners will need to wear them when not interacting with patients.<br />To demonstrate the utility of a biopsy performed just beforevertebroplastyin patients with diagnosis of vertebral compression fracture (VCF) and no history of neoplastic or hematologic diseases.<br />Osteoporosis is the most frequent cause of vertebral compression fracture, with trauma and pathologic vertebral weakening being other common causes. Since secondary fractures at imaging investigation can present as simple compression fractures, it is important to identify an underlying pathology. The aim of this paper is to evaluate the frequency of unexpected positive histology in vertebral samples withdrawn from patients undergoing avertebroplasty to evaluate if a vertebral biopsy canroutinelybe used in case of VCF and when a secondary cause is not suspected.<br />We retrospectively evaluated the results of324 biopsies performed from February 2003 to March 2019 just beforevertebroplastyin 1183 patients diagnosed with one or more vertebral compression fractures and with no history of neoplastic or hematological disempression fractures before avertebroplasty.<br />Vertebral biopsy is a safe procedure with no related complications. In our series, an unexpected diagnosis was found in 6% of cases with impact on patient's clinical management. Positive unexpected histology was significantly higher in younger patients. In conclusion, we believe that a biopsy is useful and should be performed on all patients with vertebral compression fractures before a vertebroplasty.Phytoremediation is an environmentally friendly therapy to minimize soil pollution. Cypermethrin (CYP) is one of the most frequently used pyrethroid insecticides against a variety of pests. We aimed at evaluating the potential of using an economic plant like tomato (Solanum lycopersicum L.) as a control alone and together with Plantago major L. (PM) for the uptake of CYP residue from contaminated soil, also, investigating the antioxidant enzymes such as (SOD, POD, and CAT) in roots of PM and tomato. [https://www.selleckchem.com/products/dibutyryl-camp-bucladesine.html Bucladesine datasheet] For the first time, we studied the intercropping between PM on tomato plants for the uptake of CYP residue from contaminated soil and phytoremediation of PM as a curative plant to save tomato plants from CYP residue. In a pot experiment, we have cultivated PM and tomato in soil polluted with CYP (10 μg g-1). Data showed that PM and tomato accumulated significant amounts of CYP in their tissues. However, PM is better than tomato in uptake CYP from the soil. The longest half-life value (t1/2) of CYP was in PM + tomato together treatment (12.7 days), and the shortest was in the soil with tomato alone (6.81 days). Moreover, the activity of SOD, POD, and CAT in treated tomato and PM roots significantly (p &gt; 0.05) exceeded control plants after 8 days from exposure. In this study, a good strategy was recommended to uptake CYP residue from soil by PM and protect tomato plants from CYP residue as well as safe for human and non-target organisms.This work focused on using attapulgite and chitosan as raw materials to improve the adsorption capacity of Cd2+ from the aqueous phase by optimizing the preparation experimental parameters. The modification parameters (attapulgite-chitosan mass ratio, calcination temperature, and time) were specifically studied and optimized. The results indicated that the mass ratio of attapulgite to chitosan was 14, the calcination temperature was 300 °C, and the calcination time was 1 h. Both raw and functionalized attapulgite samples were characterized by nitrogen adsorption-desorption isotherms at 77 K, X-ray diffraction, Fourier transform infrared spectroscopy, scanning electron microscopy, and zeta potential analysis. A series of adsorption experiments showed that the pseudo-second-order kinetic model and Langmuir adsorption isotherm better corresponded with the adsorption characteristics of the newly prepared adsorbent, and the maximum adsorption amount of Cd2+ was 109.30 mg/g. Moreover, the effects of the pH value and coexisting cations on the Cd2+ adsorption in aqueous solution were investigated. Adsorption mechanism of Cd2+ on adsorbent might attribute to complexation, ion exchange reaction, and self-polarization.Industrial activities can affect accumulation of pollutants (e.g., heavy metals (HMs)) by plants and influence their entrance to the food chain. This research was carried out on accumulation of HMs including chromium (Cr), lead (Pb), and zinc (Zn) by two plants Stachys inflata and Scariola orientalis grown in natural grasslands in vicinity of a national park where they are influenced by dispersion of particulate matter (PM) through Sarooj Cement Factory in central Iran. The PM spatial dispersion of the factory was determined using the AERMOD model. Soil and vegetation samples were collected based on the modeled PM levels to analyze their HM contents. Bioconcentration factor (BCF) and transfer factor (TF) from root to shoot were determined in two widespread plants of the region Stachys inflata and Scariola orientalis. The mean concentration of HMs in the soil samples was as follows Zn (145.39 mg/kg) &gt; Pb (78.52 mg/kg) &gt; Cr (32.69 mg/kg) which was significantly correlated with simulated PM concentrations. This indicated the common source and distribution pattern of HMs which affected their accumulation in plants.