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The newest pillar of chemical research Facebook X (Twitter) WhatsApp LinkedIn Pinterest Copy link Not all chemists wear white coats: computational organic chemistry Last updated: 01/02/26, 19:59 Published: 01/02/26, 19:42 The newest pillar of chemical research Introduction 'Not all chemists wear white coats,' aptly describes the newest pillar of chemical research. Coined by the Royal Society of Chemistry, computational modelling has become an essential tool across all areas of traditional chemistry. As artifical intelligence (AI) and machine learning become increasingly prevalent in research, the future of chemistry may unfold computationally before ever touching a test tube. Given the breadth of the field, this article will focus specifically on computational advancements in organic chemistry. Analytical Chemistry Density Functional Theory (DFT) is a quantum computational method that models molecules based upon the distribution of their electron density. It can be utilised by organic chemists to determine the stereochemistry of a product by modelling Vibrational Circular Dichroism spectra (VCD). VCD is a spectroscopic technique which measures the difference in absorption of left versus right-handed circularly polarised light by chiral molecules. By using DFT to compute the VCD spectra of each enantiomer, chemists can compare them to experimental spectra. A match between the compound and the experimental spectrum indicates an accurate assignment of the molecule’s stereochemistry. See Figure 1 . Predicting molecular conformation While the Cahn-Ingold-Prelog naming system allows chemists to describe the 3D arrangement of a molecule, computational analysis can help predict which molecular shape is preferred in practice. Molecular Mechanics (MM) is a computational method that treats molecules using classical physics, modelling atoms and bonds as ‘balls’ connected by ‘strings’. A force field is used to calculate the potential energy of a molecule, accounting for bond stretching, angle bending, bond rotation, van der Waals interactions and electrostatic forces. A simple example of how this method supports organic chemistry is the determination of the most stable conformation of butane. By rotating the central C-C bond through 360°, the energy of each conformation can be plotted against the dihedral angle. This analysis shows that the anti-conformation is the most stable, as the two methyl groups are positioned 180° apart to minimise steric strain. See Figure 2 . Drug discovery Computational chemistry has also transformed drug discovery by enabling chemists to simulating how potential drug compounds will bind to their target active site. In the past, drug development has often relied on synthesising a large number of candidates and testing each experimentally to see which worked. Today, advances in computational chemistry, combined with X-ray crystallographic data, allows both a drug candidate and its protein binding site to be modelled before any lab work begins. This helps researchers save both time and resources. Known as structural based drug design, this approach commonly relies on hybrid computational methods, particularly Quantum Mechanics/ Molecular Mechanics (QM/MM). In this case, the chemically active regions, such as the drug molecule and protein active site are treated using QM while the rest of the proteins is treated using MM. By combining these techniques, a balance is struck between computational accuracy and calculation time, especially important for larger molecules. See Figure 3. Conclusion In conclusion, computational chemistry is an essential tool for interpreting experimental results and generating new scientific insight. While this article has focused on its role in supporting organic chemistry research, the reach of computational chemistry extends far beyond this field. From modelling batteries and solid state materials to organometallic catalysis, computational chemistry is now firmly embedded in modern chemical research. Written by Antony Lee Related articles: Quantum- chemistry , computing REFERENCES The Royal Society of Chemistry - https://edu.rsc.org/resources/not-all-chemists-wear- white-coats/1654.article (Accessed January 2026) Y.L. Zeng, X.Q. Huang, C.R. Huang, H. Zhang, F. Wang, Z.X. Wang, Angew. Chem. Int. Ed., 2021, 60, 10730-10735 Chemistry LibreTexts https://chem.libretexts.org/Bookshelves/Organic_Chemistry/Organic_Chemistry_%28Mor sch_et_al.%29/03%3A_Organic_Compounds_Alkanes_and_Their_Stereochemistry/3.07% 3A_Conformations_of_Other_Alkanes (Accessed January 2026) Ecole des Bio-Industries - https://www.ebi-edu.com/en/coup-de-coeur-research-9/ (Accessed January 2026) Project Gallery

The maths behind trading Facebook X (Twitter) WhatsApp LinkedIn Pinterest Copy link A comprehensive guide to the Relative Strength Index (RSI) 08/07/25, 14:37 Last updated: Published: 27/12/23, 11:02 The maths behind trading In this piece, we will delve into the essential concepts surrounding the Relative Strength Index (RSI). The RSI serves as a gauge for assessing the strength of price momentum and offers insights into whether a particular stock is in an overbought or oversold condition. Throughout this exploration, we will demystify the underlying calculations of RSI, explore its significance in evaluating market momentum, and unveil its practical applications for traders. From discerning opportune moments to buy or sell based on RSI values to identifying potential shifts in market trends, we will unravel the mathematical intricacies that underpin this critical trading indicator. Please note that none of the below content should be used as financial advice, but for educational purposes only. This article does not recommend that investors base their decisions on technical analysis alone. As indicated in the name, RSI measures the strength of a stock's momentum and can be used to show when a stock can be considered over- or under-bought, allowing us to make a more informed decision as to whether we should enter a position or hold off until a bit longer. It’s all very well and good to know that ‘you should buy when RSI is under 30 and sell when RSI is over 70' , but in this article, I will attempt to explain why this is the case and what RSI is really measuring. The calculations The relative strength index is an index of the relative strength of momentum in a market. This means that its values range from 0 to 100 and are simply a normalised relative strength. But what is the relative strength of momentum? Initial Average Gain = Sum of gains over the past 14 days / 14 Initial Average Loss = Sum of losses over the past 14 days / 14 Relative strength is the ratio of higher closes to lower closes. Over a fixed period of usually 14 days (but sometimes 21), we measure how much the price of the stock has increased in each trading day and find the mean average between them. We then repeat and do the same to find the average loss. The subsequent average gains and losses can then be calculated: Average Gain = [(Previous Avg. Gain * 13) + Current Day's Gain] / 14 Average Loss = [(Previous Avg. Loss * 13) + Current Day's Loss] / 14 With this, we can now calculate relative strength! Therefore, if our stock gained more than it lost in the past 14 days, then our RS value would be >1. On the other hand, if we lost more than we gained, then our RS value would be <1. Relative strength tells us whether buyers or sellers are in control of the price. If buyers were in control, then the average gain would be greater than the average loss, so the relative strength would be greater than 1. In a bearish market, if this begins to happen, we can say that there is an increase in buyers’ momentum; the momentum is strengthening. We can normalise relative strength into an index using the following equation: Relative Strength= Average Gain / Average Loss Traders then use the RSI in combination with other techniques to assess whether to buy or sell. When a market is ranging, which means that price is bouncing between support and resistance (has the same highs and lows for a period), we can use the RSI to see when we may be entering a trend. When the RSI is reaching 70, it is an indication that the price is being overbought, and in a ranging market, there is likely to be a correction and the price will fall so that the RSI stays at around 50. The opposite is likely to happen when the RSI dips to 30. Price action is deemed to be extreme, and a correction is likely. It should, however, be noted that this type of behaviour is only likely in assets presenting mean-reversion characteristics. In a trending market, RSI can be used to indicate a possible change in momentum. If prices are falling and the RSI reaches a low and then, a few days later, it reaches a higher low (therefore, the low is not as low as the first), it indicates a possible change in momentum; we say there is a bullish divergence. Divergences are rare when a stock is in a long-term trend but is nonetheless a powerful indicator. In conclusion, the relative strength index aims to describe changes in momentum in price action through analysing and comparing previous day's highs and lows. From this, a value is generated, and at the extremes, a change in momentum may take place. RSI is not supposed to be predictive but is very helpful in confirming trends indicated by other techniques. Written by George Chant Project Gallery

How it's used Facebook X (Twitter) WhatsApp LinkedIn Pinterest Copy link AI in medicinal chemistry 08/07/25, 16:18 Last updated: Published: 07/07/23, 20:47 How it's used We are always surrounded by medicine, whether this be through, for example, the cabinet in your house containing prescription drugs or walking by a pharmacy during the day. It is no secret that medical drugs are essential - they both mitigate the symptoms of disease and even prevent further future illness. However, whilst ingesting a tablet is easy for most, it seems to be that we can sometimes forget the vigorous amount of scientific research that goes into successfully synthesising a new drug, i.e. the core of medicinal chemistry. This process typically takes up to an astounding 10 years or more, but with new artificial intelligence (AI) emerging it is thought to be that this number will lower. What exactly is artificial intelligence? It can broadly be defined as the ability to produce human intelligence through the use of machinery such as computers or software. Based on this, one may question why AI is needed if we can just simply communicate ideas through writing, speaking and so on. The answer is increased efficiency – one example of man made neurones is discussed on the website Interesting Engineering, which are able to produce impulses up to one billion times per second. Fascinatingly, this is quicker than humans, so it could also be argued that AI is actually better than us! There are many phases of the drug development process, from early pre-clinical research to post-market surveillance. When a drug is administered, the body uses enzymes such as mainly those from the CYP family to break the compound down into smaller structures, through a process known as metabolism. Drug metabolism can create toxic molecules that are able to covalently bind to proteins in the body causing serious illness, but also molecules that can be harmlessly excreted through faeces or urine. Of course, chemists can look for sites of metabolism by studying the angles and positions of atoms, however AI is able to do this much quicker and with higher accuracy. SuperCYPsPred is an example of a free online web application that can predict if a drug may be a CYP enzyme inhibitor in pre-clinical drug discovery, as the software is able to identify five of such inhibitors. Through this, we can understand how a drug’s metabolic pathway may differ and investigate further early on, allowing scientists to make structural changes before proceeding onto the next phase of development. Through this, millions of pounds can be saved from marketing an unsuccessful drug as well as decrease the chances of causing injury to the public. AI is also able to use machine learning (ML) to carry out tasks. ML is when machinery processes a large data set and identifies complex patterns to problem solve. From this then comes deep learning (DL), which allows this ML to be applied in different fields. For example, DeepCE is a “novel deep learning computer model” that helps predict changes in gene expression with certain drugs. It is able to do this by using the following two sources: DrugBank which contains data for 11,000 safely approved drugs and the L1000 dataset that has information on over 1 million perturbed organ tissue gene expressions. From this, researchers were able to obtain 10 drug candidates for the treatment of COVID-19 infection, in which 2 have been successfully marketed. Based on the above, it is clear that AI holds a lot of power in speeding up the drug discovery and development process. With the technology sector advancing in general as well, we are looking at a future where AI will become even more dominant in the pharmaceutical research industry. Whilst AI can predict several drug properties, it is also important to remember that we physically cannot predict every single thing out there – we can only try our best, which AI is aiding. Written by Harsimran Kaur Related articles: AI in drug discovery / A breakthrough procedure in efficient drug discovery / Role of chemistry in medicine Project Gallery

Rock-wallabies are adapted to occupy specific rocky habitats, like outcrops, cliffs and caves Facebook X (Twitter) WhatsApp LinkedIn Pinterest Copy link Protecting rock-wallabies in Australia Last updated: 06/11/25, 11:54 Published: 29/05/25, 07:00 Rock-wallabies are adapted to occupy specific rocky habitats, like outcrops, cliffs and caves This is the final article (article no. 7) in a series on animal conservation. Previous article: Emperor penguins, kings of ice . First article: 55 years of vicuna conservation . Australia is home to many unique mammals because they have evolved in geographic isolation for millennia. Over 200 years ago, European colonists brought their own mammals to Australia, devastating this unique wildlife in ways that can still be seen today. One example is the rock-wallabies ( Petrogale spp. ), a group of 25 animal species and subspecies related to kangaroos. Australian scientists are monitoring rock-wallaby populations to ensure they remain safe from natural and human-caused threats. This article will describe those threats and how rock wallabies are being conserved. Rock-wallaby habitat As their name suggests, rock-wallabies are adapted to occupy specific rocky habitats, including outcrops, cliffs and caves. Since they are primarily nocturnal, these habitats provide shelter in the daytime. Rock-wallabies have modified foot pads to grip tricky surfaces and access places their predators cannot. Recent research found that for two rock-wallaby species, their abundance is associated with more complex and rocky habitats. Because their habitat type is so niche and they rarely migrate, one small disturbance could wipe out an entire rock-wallaby population. This is reflected by their protections under Australian law: five types of rock-wallaby are classified as ‘vulnerable’, six as ‘endangered’, and one as ‘critically endangered’. Thus, the complex habitat of rock-wallabies is both a blessing and a curse. Threats to rock-wallabies Rock-wallabies are vulnerable or endangered mainly because of invasive predators such as foxes, cats, and goats. After being introduced from Europe during colonisation, these predators have eaten many wallabies and scared the rest into foraging elsewhere. If predators live between two rock-wallaby populations, there will be less migration and interbreeding, reducing overall genetic health ( Figure 1 ). In addition, rock-wallabies will not forage if predators are in an area, so they have limited food sources under high pressure ( Figure 1 ). Combined with these indirect reasons, direct predation by invasive mammals is the biggest threat to rock-wallaby survival. Invasive predators are not the only threats to rock-wallaby populations. Wildfires kill the plants that wallabies rely on for food and shelter, such as rock figs. For example, one wildfire in the 2019/2020 season destroyed about 38% of brush-tailed rock-wallaby habitat. The already dwindling rock-wallaby populations may disappear if the climate crisis makes wildfires less predictable and more severe. Native herbivores like the euro and invasive herbivores like goats may also compete with rock-wallabies for food. There is evidence that euros out-compete rock-wallabies when food supplies are limited, but no evidence for goats yet. Thus, fires and competition combine with invasive predators to endanger rock-wallabies. Translocation and monitoring Monitoring existing rock-wallaby populations and creating new ones by translocation are reducing the threats of predation, fire, and competition. Brush-tailed rock-wallabies were translocated to Grampians National Park in 2008, but most animals died by 2013. Scientists thought manually handling wallabies might make them stressed and more vulnerable to predators. From 2014 onwards, non-invasive monitoring procedures like cameras and faecal DNA monitoring reduced predation and increased the survival rate of young rock-wallabies. Meanwhile, black-flanked rock-wallabies were being translocated from four different source populations to Kalbarri National Park, hoping they would interbreed and create a new genetically diverse population. The project was successful, as microsatellite genotyping found that the translocated population had more heterozygotes and more alleles per locus than the source populations ( Figure 2 ). This population is predicted to grow until at least 2028 because it is diverse enough to avoid the inbreeding mentioned earlier. The Grampians and Kalbarri translocations show the importance of careful monitoring and genetic considerations for conserving rock-wallabies. Conclusion After invasive mammalian predators have decimated rock-wallaby populations throughout Australia for over 200 years, wildfires and herbivore competition make survival even more difficult. Conservation efforts are made harder by the specific and limited habitats that rock-wallabies need. However, translocation efforts which consider genetic diversity and the stress of manual handling keep rock-wallaby populations afloat. Written by Simran Patel Related article: Wildlife corridors REFERENCES Campbell, I. & Woods, S. (2013) Wildlife of Australia . Princeton, UNITED STATES: Princeton University Press. Kleemann, S., Sandow, D., Stevens, M., Schultz, D.J., Taggart, D.A. & Croxford, A. (2022) Non-invasive monitoring and reintroduction biology of the brush-tailed rock-wallaby (Petrogale penicillata) in the Grampians National Park, Australia. Australian Journal of Zoology . 69 (2): 41–54. Available from: https://www.publish.csiro.au/zo/ZO21009 (Accessed 10th December 2024). Lavery, T.H., Eldridge, M., Legge, S., Pearson, D., Southwell, D., Woinarski, J.C.Z., Woolley, L.-A. & Lindenmayer, D. (2021) Threats to Australia’s rock-wallabies (Petrogale spp.) with key directions for effective monitoring. Biodiversity and Conservation . 30 (14): 4137–4161. Available from: https://doi.org/10.1007/s10531-021-02315-3 (Accessed 9th December 2024). Morris, S.D., Johnson, C.N. & Brook, B.W. (2020) Roughing it: terrain is crucial in identifying novel translocation sites for the vulnerable brush-tailed rock-wallaby (Petrogale pencillata). Royal Society Open Science . 7 (12): 201603. Available from: https://royalsocietypublishing.org/doi/full/10.1098/rsos.201603 (Accessed 10th December 2024). Nilsson, K., Pearson, D., Paxman, M., Desmond, A., Kennington, J., Byrne, M. & Ottewell, K. (2023) Translocations restore a population of a threatened rock-wallaby and bolster its genetic diversity. Conservation Genetics . 24 (5): 547–561. Available from: https://doi.org/10.1007/s10592-023-01520-7 (Accessed 9th December 2024). Silcock, J.L., Gynther, I.C., Horsup, A., Molyneux, J., Wattz, T.L., Fairfax, R.J., Healy, A.J., Murphy, D. & McRae, P.D. (2024) Half a century of survey data reveal population recovery but persistent threats for the Vulnerable yellow-footed rock-wallaby in Queensland, Australia. Oryx . 1–13. Available from: https://www.cambridge.org/core/journals/oryx/article/half-a-century-of-survey-data-reveal-population-recovery-but-persistent-threats-for-the-vulnerable-yellowfooted-rockwallaby-in-queensland-australia/D976E61ABE458B9FADA059372117382E (Accessed 10th December 2024). Project Gallery

The properties and nature of matter, and energy. Read up on insights on astro-archaelogy, uncover the concept of building physics, and look at transformers. Physics Articles The properties and nature of matter, and energy. Read up on insights on astro-archaelogy, uncover the concept of building physics, and look at transformers. You may also like: Maths, Technology , Engineering Chaco Canyon, New Mexico Cities designed to track the heavens. Article #1 in a series on astro-archaelogy The Anthropic Principle Science or God? This theory is explained by physics Building Physics The field of study of how buildings interact with the environment to design comfortable and energy-efficient structures The pyramids of Giza, Egypt The astronomical symbolism of these great structures. Article #2 in a series on astro-archaelogy Lonar Lake The astro-geography of this structure in India Basics of transformers An overview on conventional transformers, and Ampere's Law and Faraday's Law The celestial blueprint of time The astronomical important of the structures at Stonehenge, UK. Article #3 in a series on astro-archaelogy Light How is light one of the biggest mysteries in physics? Looking at the Observer Effect and more Creatio ex Nihilo The intersection of physics and religion Previous

Most research studies are now being diverted to Antiretroviral Therapy (ART) Facebook X (Twitter) WhatsApp LinkedIn Pinterest Copy link Antiretroviral therapy: a key to helping HIV patients 09/07/25, 10:51 Last updated: Published: 12/10/24, 11:34 Most research studies are now being diverted to Antiretroviral Therapy (ART) Human Immunodeficiency Virus, commonly called HIV, is a sexually transmitted disease that affects approximately 40 million people worldwide and is mostly common in ages 15-49 years. It is spread through direct contact with the blood, semen, pre-seminal fluid, and vaginal fluids of an infected person through mucous membranes—contact with male and female genital tracks. Additionally, HIV can be spread through breast milk from mother to child—studies have shown that infants likely contract the virus when the milk makes contact with the mucous membranes of the gut. How does HIV affect immune cells? HIV is a retrovirus—enveloped RNA viruses that can evade the immune defense system and live within host cells indefinitely. To infect cells HIV uses several mechanisms to make contact with the host cell's membrane. This involves the binding of HIV envelope protein (Env) with the cell receptor CD4 of an immune cell (T-helper cells). Env then binds to a co-receptor on the surface of the cell membrane, triggering membrane fusion. Membrane fusion leads to formation of a fusion pore where HIV successfully enters into the cell's cytoplasm through. Following this, HIV converts its RNA to DNA using enzyme reverse transcriptase and then uses integrase enzymes to become a permanent part of the host cell’s DNA. This allows HIV to replicate at a rapid rate, eventually causing the cells to bloat and rupture, killing the cell all while also “hiding” from the immune defense system and going into latency. Such a process is what weakens the immune system as there is a significant depletion in T-helper cells—cells that fight off infections and diseases. The evolution of ART For the reasons above, HIV is almost impossible to cure. While research is still being conducted to find a cure for HIV, most studies are now being diverted to Antiretroviral Therapy (ART). ART is a revolutionary treatment introduced in the late 198 0s that aims to prevent transmission of HIV, prolong survival, improve immune function and increase CD4 cell count, and improve overall mortality. The first drug released in the late 1980’s was Zidovudine, a nucleoside reverse transcriptase inhibitor (NRTI) that essentially prevents HIV’s RNA from being converted to DNA. This restricted replication hence increasing T-helper cell count. However, while shown to improve the condition of HIV patients, zidovudine did not work well on its own and caused drug resistance from prolonged use. Combination therapy was later introduced where scientists discovered zidovudine to be effective when used alongside another NRTI (dideoxycytidine). This combination did improve CD4 cell count and the overall condition of most patients, not in patients with advanced HIV who had prior use of zidovudine alone. Now, several medications such as NRTIs, non-nucleoside reverse transcriptase inhibitors (NNRTIs), protease inhibitors, and integrase inhibitors have been introduced and are used in a combination of three (Triple-Drug Therapy) to help suppress viral load to undetectable levels in the blood and improve the overall quality of life for patients. Triple-drug therapy can be tailored by doctors to improve the patient's condition. HIV is a sexually transmitted, chronic condition that affects less than 1% of the world's population. There is no cure for HIV, however, treatments (ART) have been introduced to reduce the viral load of HIV as well as improve the overall quality of life of patients. Compared to the past where these medications had to be taken multiple times a day, often causing severe side effects, patients can now take just a single tablet daily. This has changed the course of HIV treatment, allowing people to live lengthy, normal lives with the disease. Written by Sherine A Latheef Related article: CRISPR-Cas9 to potentially treat HIV REFERENCES Guha D, Ayyavoo V. Innate immune evasion strategies by human immunodeficiency virus type 1. ISRN AIDS . 2013;2013:954806. Published 2013 Aug 12. doi:10.1155/2013/954806 AlBurtamani N, Paul A, Fassati A. The Role of Capsid in the Early Steps of HIV-1 Infection: New Insights into the Core of the Matter. Viruses . 2021;13(6):1161. Published 2021 Jun 17. doi:10.3390/v13061161 Pau AK, George JM. Antiretroviral therapy: current drugs. Infect Dis Clin North Am . 2014;28(3):371-402. doi:10.1016/j.idc.2014.06.001 Mayers, Douglas L. “Prevalence and Incidence of Resistance to Zidovudine and Other Antiretroviral Drugs.” The American Journal of Medicine , vol. 102, no. 5, May 1997, pp. 70–75, https://doi.org/10.1016/s0002-9343(97)00067-3 . Accessed 5 Dec. 2021. “Antiretroviral Drug Discovery and Development | NIH: National Institute of Allergy and Infectious Diseases.” Www.niaid.nih.gov , www.niaid.nih.gov/diseases-conditions/antiretroviral-drug-development#:~:text=D urable%20HIV%20Suppression%20with%20Triple%2DDrug%20Therapy&text=In %20December%201995%2C%20saquinavir%20became. CDC. “How HIV Spreads.” HIV , 14 May 2024, www.cdc.gov/hiv/causes/index.html . clinicalinfo.hiv.gov . (n.d.). Protease Inhibitor (PI) | NIH . [online] Available at: https://clinicalinfo.hiv.gov/en/glossary/protease-inhibitor-pi . www.who.int . (n.d.). HIV . [online] Available at: https://www.who.int/data/gho/data/themes/hiv-aids#:~:text=Globally%2C%2039.9 %20million%20%5B36.1%E2%80%93. Project Gallery

Beginning with the positives, there are reasons why future pandemics may be less serious compared to previous ones like the Spanish Flu (1918-1920), which killed approximately 500 million people or the Black Death (1346-1353), which eliminated half of Europe’s population. Go Back Facebook X (Twitter) WhatsApp LinkedIn Pinterest Copy link Are pandemics becoming less severe? Last updated: 13/11/24 Published: 25/04/23 Ever since the World Health Organisation (WHO) declared COVID-19 a pandemic in March 2020, many people have become more aware of future pandemics and best management strategies for these health disasters. For example, an online article from 2022 discussed ways to prepare for the next pandemic such as surveilling zoonotic diseases and planning for faster vaccine production; these can be effective in overcoming another pandemic in the future, though it is important to consider factors that may inhibit the above strategies aside from exacerbating future pandemics. With this said, this article will compare the reasons for pandemics becoming less severe and the reasons why they can become worse. Beginning with the positives, there are reasons why future pandemics may be less serious compared to previous ones like the Spanish Flu (1918-1920), which killed approximately 500 million people or the Black Death (1346-1353), which eliminated half of Europe’s population. Firstly, vaccinations reduced the spread of and prevented serious symptoms of many infectious diseases ranging from the eradicated smallpox to the seasonal influenza. Therefore, undermining the success of vaccines during pandemics is not ideal since this has negative consequences, mainly prolonging pandemics and killing more people. Secondly, there are antimicrobial treatments for a person infected with either a viral, bacterial, protozoal, or fungal infection. For instance during World War 2, penicillin has decreased bacterial pneumonia’s death rate from 18% to 1% in soldiers as well as saving 14% of the UK’s injured soldiers. Therefore, this event prevented bacterial spread and a potential pandemic that could have occurred without penicillin or other antibiotics. Another important treatment is for malaria. A review and meta analysis from Ethiopia showed that for artemether-lumefantrine in 10 studies involving 1179 patients, 96.7% did not have a fever and 98.5% did not have the malaria parasite after they were treated for 3 days. Again, artemether-lumefantrine with other antiparasitic drugs reduced the possibility of a malarial pandemic. Additionally, there are non-medical interventions that may decrease the severity of pandemics. For instance, a cross-panel analysis discovered that enforcing a lockdown during the COVID-19 pandemic saw new cases declining around 10 days after execution and this benefit grows after 20 days of the lockdown. Similarly, a review highlighted that social distancing of more than 1 metre between individuals led to reduced COVID-19 transmission risk by 5 times while the impact of protection two-fold for each extra 1 metre. Considering both of these methods, re-using them for future pandemics can reduce infectious disease spread in combination with vaccinations and antimicrobial drugs. On the other hand, it is crucial to consider the counter argument of why pandemics may worsen in the future. To illustrate, there is the possibility that diseases could resurge into more fatal variants similar to COVID-19, which lead to more deaths and vaccines becoming less effective. Alternatively, there may a current contagious pathogen that can combine with another one to form a new disease; this is how HIV/AIDS become virulent since the 1980s to present day as researchers uncovered that the virus collaborates with non-viral diseases like malaria and tuberculosis and viral diseases such as hepatitis C to harm/kill the patient. These instances can occur for viral pathogens along with other types (protists, bacteria and fungi). As for non-viral pathogens, it is likely that future pandemics originate from them with a review discussing bacteria like MRSA or ones causing water-borne and unsanitary food infections infecting humans and animals. It elaborated that multi-drug resistant bacteria would be arduous to destroy opposed to non-resistant ones, resulting in higher: mortalities, medical logistics, costs and hospitalisations. Going back to penicillin with other antibiotics, although it was used since World War 2 for bacterial infections, resistance towards them has exponentially increased whereby countless types of bacteria overpower their effects because antibiotics have been overprescribed and their use in agriculture has made bacteria stronger. Another reason to consider pandemics becoming worse is the counter-effectiveness of lockdowns. An article stated that comparing them between countries is insufficient because there is a lack of evidence for them tackling COVID-19 and the 1918-1920 Spanish Flu. Also, it found that it is expensive to enforce them and suggested a 20 fold death rate, indicating that a cost-benefit analysis is needed before utilising lockdowns to stop the spread of infectious diseases. Additionally, COVID-19 not only had detrimental impacts on health, it influenced non-health factors such as economics, culture and politics. For example, lots of Iranian people went to crowded places and business centres as the government did not have the finances during their lockdown to protect citizens from the virus. Overall, everyone should collaborate to prepare for the inevitability of future pandemics because historically, using a multitude of methods: lockdowns, vaccines, social distancing and antimicrobial drugs in order to minimise the time span and consequences of the pandemics. Referring back to deadliest pandemics from the past like the Black Death and Spanish Flu, it is our responsibility to prevent history from repeating itself. Written by Sam Jarada Related article: Rare zoonotic diseases REFERENCES Sridhar D. Five ways to prepare for the next pandemic. Nature. 2022 Oct 26;610(7933):S50–0. Jarus O. 20 of the worst epidemics and pandemics in history. livescience.com. 2020 Mar 3. Rayner C. How the discovery of penicillin has influenced modern medicine - The Oxford Scientist. The Oxford Scientist. 2020 June 1. Ayalew MB. Therapeutic efficacy of artemether-lumefantrine in the treatment of uncomplicated Plasmodium falciparum malaria in Ethiopia: a systematic review and meta-analysis. Infectious Diseases of Poverty. 2017 Nov 15;6(1). Alfano V, Ercolano S. The Efficacy of Lockdown Against COVID-19: A Cross-Country Panel Analysis. Applied Health Economics and Health Policy. 2020 Jun 3;18(4):509–17. Sun KS, Lau TSM, Yeoh EK, Chung VCH, Leung YS, Yam CHK, et al. Effectiveness of different types and levels of social distancing measures: a scoping review of global evidence from earlier stage of COVID-19 pandemic. BMJ Open. 2022 Apr 1;12(4):e053938. Singer M. Pathogen-pathogen interaction. Virulence. 2010;1(1):10–8. Salazar CB, Spencer P, Mohamad K, Jabeen A, Abdulmonem WA, Fernández N. Future pandemics might be caused by bacteria and not viruses: Recent advances in medical preventive practice. International Journal of Health Sciences. 2022;16(3):1–3. Ventola CL. The Antibiotic Resistance crisis: Part 1: Causes and Threats. P & T : a peer-rev10. Yanovskiy M, Socol Y. Are Lockdowns Effective in Managing Pandemics? International Journal of Environmental Research and Public Health. 2022 Jul 29;19(15):9295. Yoosefi Lebni J, Abbas J, Moradi F, Salahshoor MR, Chaboksavar F, Irandoost SF, et al. How the COVID-19 pandemic effected economic, social, political, and cultural factors: A lesson from Iran. International Journal of Social Psychiatry. 2020 Jul 2;67(3):002076402093998.

The yearly incidence of TBI is around 27 and 69 million people worldwide Facebook X (Twitter) WhatsApp LinkedIn Pinterest Copy link Beyond the bump: unravelling traumatic brain injuries 13/11/25, 12:27 Last updated: Published: 15/10/24, 11:32 The yearly incidence of TBI is around 27 and 69 million people worldwide A traumatic brain injury (TBI) is one of the most serious and complex injuries sustained by the human body, often with profound and long-term effects on an individual’s physical, emotional, behavioural and cognitive abilities. What is a traumatic brain injury? A TBI results from an external force which causes structural and physical damage to the brain. The primary injury refers to the immediate damage to the brain tissue which is caused directly by the event. Whereas secondary injuries result from the cascade of cellular and molecular processes triggered by the initial injury and develop from hours to weeks following the initial TBI. Typically, the injury can be penetrating, where an object pierces the skull and damages the brain, or non-penetrating which occurs when the external force is large enough to shake the brain within the skull causing coup- contrecoup damage. Diagnosis and severity The severity of a TBI is classified as either mild (aka concussion), moderate, or severe, using a variety of indices. Whilst more than 75% of TBIs are mild, even these individuals can suffer long-term consequences from post-concussion syndrome. Here are two commonly used measures to initially classify severity: The Glasgow Coma Scale (GCS) is an initial neurological examination which assesses severity based on the patient’s ability to open their eyes, move, and respond verbally. It is a strong indicator of whether an injury is mild (GCS 13-15), moderate (GCS 9-12) or severe (≤8). Following the injury and any period of unconsciousness, when a patient has trouble with their memory and is confused, they are said to have post-traumatic amnesia (PTA). This is another measure of injury severity and lasts up to 30 30 minutes in mild TBI, between 30 minutes and 24 hours in moderate TBI, and over 24 hours in severe TBI. Imaging tests including CT scans and MRIs are used to detect brain bleeds, swelling or any other damage. These tests are essential upon arrival to the hospital, especially in moderate and severe cases to understand the full extent of the injury. Leading causes of TBI Common causes of TBI are a result of: Falls (most common in young children and older adults) Vehicle collisions (road traffic accidents- RTAs) Inter-personal violence Sports injuries Explosive blasts Interestingly, the rate of TBI is 1.5 times more common in men than women. General symptoms The symptoms and outcome of a TBI depend on the severity and location of the injury. They differ from person to person based on a range of factors which include pre-injury sociodemographic vulnerabilities including age, sex and level of education, as well as premorbid mental illnesses. There are also post-injury factors such as access to rehabilitation and psychosocial support which influence recovery. Due to this, nobody will have the same experience of a TBI, however there are some effects which are more common than others which are described: Mild TBI: Physical symptoms: headaches, dizziness, nausea, and blurred vision. Cognitive symptoms: confusion, trouble concentrating, difficulty with memory or disorientation. Emotional symptoms: mood swings, irritability, depression or anxiety. Moderate-to-severe TBI: Behavioural symptoms: aggression, personality change, disinhibition, impulsiveness. Cognitive symptoms: difficulties with attention and concentration, decision making, memory, executive dysfunction, information processing, motivation, language, reasoning, self-awareness. Physical symptoms: headaches, seizures, speech problems, fatigue, weakness or paralysis. Many of these symptoms are ‘hidden’ and can often impact functional outcomes for an individual, such as their capacity for employment and daily living (i.e., washing, cooking, cleaning etc.). The long-term effects of TBI can vary, with some returning to normal functioning. However, others might experience lifelong disabilities and require adjustments in their daily lives. For more information and support, there are some great resources on the Headway website, a leading charity which supports individuals after brain injury. Written by Alice Jayne Greenan Related articles: Why brain injuries affect adults and children differently / Neuroimaging / Different types of seizures Project Gallery

The true cost Facebook X (Twitter) WhatsApp LinkedIn Pinterest Copy link Turkey Teeth 14/07/25, 15:06 Last updated: Published: 26/11/23, 10:57 The true cost Coined as 'Turkey teeth,' the rising trend of dental tourism has gained increasing popularity among the British population, largely influenced by social media. Many people are now traveling abroad for veneers, crowns, and implants, in the hope of achieving the perfect smile at a fraction of the cost in the UK. However, patients may be paying with their future oral health in the long run, as evidence emerges of botched procedures, with crucial steps missed and patients having long-lasting pain following their treatment. Many young people opt to visit cosmetic dentistry clinics in European countries to obtain veneers due to their cheaper costs compared to the UK dental fees, given that cosmetic dentistry is not covered under the subsidised NHS prices. However, it is becoming increasingly apparent that many consumers are in fact receiving full dental crowns without their knowledge, as opposed to veneers, thus sacrificing more of their natural tooth structure in the trade for a seemingly perfect smile. A critical difference between crowns and veneers is the amount of natural tooth structure removed to fit the prosthesis. Veneers are a much more minimally invasive fix, whereby 0.5mm of enamel is shaved away to allow a porcelain cover to fit to the surface of the tooth. Veneers are primarily used to conceal enamel discoloration, variations in shades, and natural tooth shapes. The minimally invasive procedure preserves tooth tissue and can even be potentially reversible in cases where there has been no preparation to the tooth. Crowns in the UK are vastly indicated for badly broken-down teeth and teeth deemed unrestorable. The preparation for a crown is far more invasive, with a significant amount of tooth structure irreversibly removed. This process sees teeth shaved down, with almost 2mm of the structure being irreversibly removed. Filing down teeth when they are otherwise perfectly clinically healthy can have dire consequences, and many patients returning to England have found themselves needing corrective work to rectify the procedures they underwent abroad. A study conducted by the Irish Dental Association revealed that 75% of those who travelled abroad for dental procedures required corrective work back home. The harsh reality of this treatment is that it can result in severe infections, long-lasting tooth pain, inflamed gums, exposed nerves, and heightened sensitivity. The destructive process of crown preparations in clinically healthy teeth increases the likelihood of exposing the tooth's pulp as more tooth tissue is removed, making the tooth more susceptible to infection. If the tooth's pulp becomes exposed, a costly and uncomfortable root canal procedure may be necessary. In the long term, these patients are more likely to lose the affected teeth altogether, as irreversible damage has occurred to the teeth. Another disadvantage of quick-fix dentistry abroad is the lack of follow-up appointments. In the UK, services such as occlusion checks are offered to ensure the bite is correct and that the veneers provide the desired result while lasting for an extended period. In contrast, dental procedures abroad are often expedited, sometimes limited to a single appointment as tourists return home swiftly to resume their daily lives. This can raise the risk of rushed procedures and a lack of follow-up to ensure the prosthetics' longevity. This has seen patients crowns falling off, and leaving their teeth exposed. In a typical UK dental clinic, the process involves an initial assessment, a dental health check, trial designs, and finally, the fitting of new veneers. Teeth are meticulously assessed for potential issues, including periodontal disease, and bite evaluations are performed to ensure that the prosthetics do not interfere with the occlusion. This comprehensive approach differs significantly from the one-appointment dentistry often observed abroad. Love Island's Jack Finham underwent the procedure and documented his experience across social media to thousands of followers. He later went on to reveal that in hindsight, he would not have chosen the procedure has he known its intricacies. Influencers are slowly turning to reveal the true costs of fast dentistry abroad, and it can only be hoped that consumers become better informed on the processes performed abroad, and are more well informed before making an irreversible decision for their teeth. In conclusion, it is imperative for consumers to be well-informed when considering dental procedures, especially when faced with the allure of cheaper veneers, or rather crowns abroad. While the cost savings may initially seem enticing, the potential risks associated with overseas treatments, including inadequate follow-ups, irreversible damage to natural tooth structure, and a lack of comprehensive assessments, should not be overlooked. Opting for dentistry in the UK provides a safer and more comprehensive approach, with qualified professionals who prioritize patients' oral health and long-term well-being. While affordability is a significant consideration, the adage "you get what you pay for" holds true in the realm of dental care. Informed decision-making and prioritizing one's health should always take precedence when seeking dental treatments, ensuring not only a beautiful smile but also lasting oral health. Written by Isha Parmar Project Gallery

AI has long been a controversial topic, with some people fearing its potential consequences. This has been exacerbated by popular culture, with movies such as "The Terminator" and "2001: A Space Odyssey" depicting AI systems becoming self-aware and turning against humans. Go back Facebook X (Twitter) WhatsApp LinkedIn Pinterest Copy link The evolution of AI: understanding the role of NLP technologies Last updated: 08/03/25 Published: 08/05/23 Artificial intelligence (AI) has long been a controversial topic, with some people fearing its potential consequences. This has been exacerbated by popular culture, with movies such as The Terminator and 2001: A Space Odyssey depicting AI systems becoming self-aware and turning against humans. Similarly, The Matrix portrayed a dystopian future where AI systems had enslaved humanity. Fast forward to 2023- AI has become a normal part of our everyday life, whether we realise it or not. From virtual assistants like Siri and Alexa to personalised movie and product recommendations, AI-powered technologies have revolutionised the way we interact with technology. AI also plays a critical role in industries such as healthcare, finance, and transportation, with algorithms helping to analyse data, identify patterns, and make predictions that lead to better decision-making. As with any industry, the AI industry is very much prone to evolution. In fact, this is especially relevant for the AI industry, given that it engages user habits to learn and redefine its understanding. This has led to the introduction of unforeseen technologies. One of the most studied and developed AI modelling techniques, Natural Language Processing (NLP), has been particularly placed under focus recently with the emergence of technologies such as Open AI’s ChatGPT, Google’s Gemini (formerly Bard) AI and Microsoft’s Bing AI- known as Copilot. ChatGPT in particular, was one of the first technologies of this kind to garner significant fame. Within its first year of release, the GPT-3 model had more than 10,000 registered developers and over 300 applications built on its application programming interface (API). In addition, Microsoft acquired OpenAI's exclusive license to the GPT-3 technology in 2020, further solidifying its position as a leading language model in the industry. ChatGPT works as an advanced artificial intelligence technology designed to understand and process human language. Built on the GPT-3.5 architecture, it uses NLP to comprehend and generate responses that simulate human conversation. ChatGPT is classified as a large language model, which means it has been trained on vast amounts of data and can generate high-quality text that is both coherent and relevant to the input provided. While concerns have been raised about the potential impact of NLP technologies, there are several reasons why we should not fear their emergence. Firstly, NLP has already enabled a wide range of useful applications that have the potential to improve efficiency, convenience, and accessibility. Furthermore, the development and deployment of NLP technologies is subject to ethical considerations and regulations that aim to ensure their responsible use. NLP technologies are not designed to replace humans, but rather to complement and enhance human capabilities. While some jobs may be impacted by automation, new jobs are likely to emerge that require human skills that are not easily replicated by machines. Ultimately, the impact of NLP technologies depends on how they are developed and used. There are always likely to be risks, but by taking a proactive approach to their development and deployment, we can ensure that they are used to benefit society and advance human progress. Written by Jaspreet Mann Related articles: AI: the good, the bad, and the future / Latent space transformations / Markov chains REFERENCES Hirschberg, Julia, and Christopher D. Manning. “Advances in Natural Language Processing.” Science, vol. 349, no. 6245, July 2015, pp. 261–66. DOI.org (Crossref), https://doi.org/10.1126/science.aaa8685. What Is Natural Language Processing? | IBM. https://www.ibm.com/topics/natural-language-processing. Accessed 1 May 2023. Biswas, Som S. “Role of Chat GPT in Public Health.” Annals of Biomedical Engineering, vol. 51, no. 5, May 2023, pp. 868–69. Springer Link, https://doi.org/10.1007/s10439-023-03172-7. Davenport, T.H. (2018). The AI Advantage: How to Put the Artificial Intelligence Revolution to Work. MIT Press. Bird, S., Klein, E., & Loper, E. (2009). Natural Language Processing with Python. O'Reilly Media.