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Home advantage affects the game in almost all team sports across the world. Due to<br/>COVID and all of the precautions being taken to keep games played, more extensive research is able to be conducted about what factors truly go into creating a home advantage. Some common factors of home advantage include the crowd, facility familiarity, and travel. In the English Premier League, there are no fans allowed at any of the games; furthermore, in the NBA, a bubble was created at one neutral venue with no fans in attendance. Even with the NBA being at a neutral site, there was still a “home team” at every game. The sports betting industry struggled due to failing to shift betting lines in accordance with this decreased home advantage. With these leagues removing some of the factors that are frequently associated with home advantage, analysts are able to better see what the results would be of removing these variables. The purpose of this research is to determine if these adjustments made due to COVID had an impact on the home advantage in different leagues around the world, and if they did, to what extent. Individual game data from the past 10 seasons were used for analysis of both the NBA and the Premier League. The results show that there is a significant difference in win percentage between prior seasons and seasons behind closed doors. In addition to win percentage, many other game statistics see a significant shift as well. Overall, the significance of being the home team disappears in games following the COVID-19 break.
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Heliobacteria are an anaerobic phototroph that require carbon sources such as pyruvate, <br/>lactate, or acetate for growth (Sattley, et. al. 2008). They are known for having one of the <br/>simplest phototrophic systems, the central component of which is a Type I reaction center (RC) <br/>that pumps protons to generate the electrochemical gradient for making ATP. Heliobacteria <br/>preform cyclic electron flow (CEF) with the RC in the light but can also grow chemotropically in <br/>the dark. Many anaerobes like heliobacteria, such as other members of the class Clostridia, <br/>possess the capability to produce hydrogen via a hydrogenase enzyme in the cell, as protons can <br/>serve as an electron acceptor in anaerobic metabolism. However, the species of heliobacteria <br/>studied here, H. modesticaldum have been seen to produce hydrogen via their nitrogenase <br/>enzyme but not when this enzyme is inactive. This study aimed to investigate if the reason for <br/>their lack of hydrogen production was due to a lack of an active hydrogenase enzyme, possibly <br/>indicating that the genes required for activity were lost by an H. modesticaldum ancestor. This <br/>was done by introducing genes encoding a clostridial [FeFe] hydrogenase from C. thermocellum<br/>via conjugation and measuring hydrogen production in the transformant cells. Transformant cells <br/>produced hydrogen and cells without the genes did not, meaning that the heliobacteria ferredoxin <br/>was capable of donating electrons to the foreign hydrogenase to make hydrogen. Because the <br/>[FeFe] hydrogenase must receive electrons from the cytosolic ferredoxin, it was hypothesized <br/>that hydrogen production in heliobacteria could be used to probe the redox state of the ferredoxin <br/>pool in conditions of varying electron availability. Results of this study showed that hydrogen <br/>production was affected by electron availability variations due to varying pyruvate <br/>concentrations in the media, light vs dark environment, use acetate as a carbon source, and being <br/>provided external electron donors. Hydrogen production, therefore, was predicted to be an <br/>effective indicator of electron availability in the reduced ferredoxin pool.