1. COVID-19 vaccine boosters: the good, the bad, and the uglyPiotr Rzymski, Carlos A. Camargo, Andrzej Fal, Robert Flisiak, Willis Gwenzi, Roya Kelishadi, Alexander Leemans, Juan J. Nieto, Ahmet Ozen, Matjaž Perc, Barbara Poniedziałek, Constantine Sedikides, Frank W. Sellke, Emilia C. Skirmuntt, Anzhela Stashchak, Nima Rezaei, 2021, izvirni znanstveni članek Opis: Pursuing vaccinations against COVID-19 brings hope to limit the spread of SARS-CoV-2 and remains the most rational decision under pandemic conditions. However, it does not come without challenges, including temporary shortages in vaccine doses, significant vaccine inequity, and questions regarding the durability of vaccine-induced immunity that remain unanswered. Moreover, SARS-CoV-2 has undergone evolution with the emergence of its novel variants, characterized by enhanced transmissibility and ability to at least partially evade neutralizing antibodies. At the same time, serum antibody levels start to wane within a few months after vaccination, ultimately increasing the risk of breakthrough infections. This article discusses whether the administration of booster doses of COVID-19 vaccines is urgently needed to control the pandemic. We conclude that, at present, optimizing the immunity level of wealthy populations cannot come at the expense of low-income regions that suffer from vaccine unavailability. Although the efficiency of vaccination in protecting from infection may decrease over time, current data show that efficacy against severe disease, hospitalization, and death remains at a high level. If vaccine coverage continues at extremely low levels in various regions, including African countries, SARS-CoV-2 may sooner or later evolve into variants better adapted to evade natural and vaccine-induced immunity, ultimately bringing a global threat that, of course, includes wealthy populations. We offer key recommendations to increase vaccination rates in low-income countries. The pandemic is, by definition, a major epidemiological event and requires looking beyond one's immediate self-interest; otherwise, efforts to contain it will be futile. Ključne besede: COVID-19, pandemic, disease dynamics, exponential growth, virality, vaccination strategy, immunology, massive vaccinations, vaccine inequity, SARS-CoV-2 Objavljeno v DKUM: 14.10.2024; Ogledov: 0; Prenosov: 6 Celotno besedilo (278,36 KB) Gradivo ima več datotek! Več... |
2. Endogenous social distancing and its underappreciated impact on the epidemic curveMarko Gosak, Moritz U. G. Kraemer, Heinrich H. Nax, Matjaž Perc, Bary S. R. Pradelski, 2021, izvirni znanstveni članek Opis: Social distancing is an efective strategy to mitigate the impact of infectious diseases. If sick or healthy, or both, predominantly socially distance, the epidemic curve fattens. Contact reductions may occur for diferent reasons during a pandemic including health-related mobility loss (severity of symptoms), duty of care for a member of a high-risk group, and forced quarantine. Other decisions to reduce contacts are of a more voluntary nature. In particular, sick people reduce contacts consciously to avoid infecting others, and healthy individuals reduce contacts in order to stay healthy. We use game theory to formalize the interaction of voluntary social distancing in a partially infected population. This improves the behavioral micro-foundations of epidemiological models, and predicts diferential social distancing rates dependent on health status. The model's key predictions in terms of comparative statics are derived, which concern changes and interactions between social distancing behaviors of sick and healthy. We ft the relevant parameters for endogenous social distancing to an epidemiological model with evidence from infuenza waves to provide a benchmark for an epidemic curve with endogenous social distancing. Our results suggest that spreading similar in peak and case numbers to what partial immobilization of the population produces, yet quicker to pass, could occur endogenously. Going forward, eventual social distancing orders and lockdown policies should be benchmarked against more realistic epidemic models that take endogenous social distancing into account, rather than be driven by static, and therefore unrealistic, estimates for social mixing that intrinsically overestimate spreading. Ključne besede: COVID-19, pandemic, disease dynamics, exponential growth, virality Objavljeno v DKUM: 14.08.2024; Ogledov: 121; Prenosov: 8 Celotno besedilo (1,88 MB) Gradivo ima več datotek! Več... |
3. The benefits, costs and feasibility of a low incidence COVID-19 strategyThomas Czypionka, Emil Nafis Iftekhar, Barbara Prainsack, Viola Priesemann, Simon Bauer, André Calero Valdez, Sarah Cuschieri, Enrico Glaab, Eva Grill, Jenny Krutzinna, Christos Lionis, Helena Machado, Carlos Martins, George N Pavlakis, Matjaž Perc, Elena Petelos, Martyn Pickersgill, Alexander Skupin, Eva S. Schernhammer, Ewa Szczurek, Sotirios Tsiodras, Peter Willeit, Paul Wilmes, 2022, izvirni znanstveni članek Opis: In the summer of 2021, European governments removed most NPIs after experiencing prolonged second and third waves of the COVID-19 pandemic. Most countries failed to achieve immunization rates high enough to avoid resurgence of the virus. Public health strategies for autumn and winter 2021 have ranged from countries aiming at low incidence by re-introducing NPIs to accepting high incidence levels. However, such high incidence strategies almost certainly lead to the very consequences that they seek to avoid: restrictions that harm people and economies. At high incidence, the important pandemic containment measure ‘test-trace-isolate-support’ becomes inefficient. At that point, the spread of SARS-CoV-2 and its numerous harmful consequences can likely only be controlled through restrictions. We argue that all European countries need to pursue a low incidence strategy in a coordinated manner. Such an endeavour can only be successful if it is built on open communication and trust. Ključne besede: disease dynamics, exponential growth, virality, strategy Objavljeno v DKUM: 25.09.2023; Ogledov: 570; Prenosov: 75 Celotno besedilo (495,32 KB) Gradivo ima več datotek! Več... |
4. All together to fight COVID-19Sara Momtazmanesh, Hans D. Ochs, Lucina Q. Uddin, Matjaž Perc, John M. Routes, Duarte Nuno Vieira, Waleed Al-Herz, Safa Baris, Carolina Prando, Laszlo Rosivall, Amir Hamzah Abdul Latiff, Timo Ulrichs, Vasili Roudenok, Juan Carlos Aldave Becerra, Deepak B. Salunke, Ekaterini Goudouris, Antonio Condino-Neto, Anzhela Stashchak, Oleksandr Kryvenko, Mykola Stashchak, Anastasia Bondarenko, Nima Rezaei, 2020, polemika, diskusijski prispevek, komentar Opis: Novel coronavirus disease (COVID-19), named a pandemic by the WHO, is the current global health crisis. National and international collaboration are indispensable for combating COVID-19 and other similar potential outbreaks. International efforts to tackle this complex problem have led to remarkable scientific advances. Yet, as a global society, we can and must take additional measures to fight this pandemic. Undoubtedly, our approach toward COVID-19 was not perfect, and testing has not been deployed fast enough to arrest the epidemic early on. It is critical that we revise our approaches to be more prepared for pandemics as a united body by promoting global cooperation and commitment. Ključne besede: COVID-19, coronavirus, pandemic, disease dynamics, exponential growth, virality Objavljeno v DKUM: 12.11.2020; Ogledov: 1489; Prenosov: 212 Celotno besedilo (59,27 KB) Gradivo ima več datotek! Več... |
5. Forecasting COVID-19Matjaž Perc, Nina Gorišek Miksić, Mitja Slavinec, Andraž Stožer, 2020, drugi znanstveni članki Opis: The World Health Organization declared the coronavirus disease 2019 a pandemic on March 11th, pointing to the over 118,000 cases in over 110 countries and territories around the world at that time. At the time of writing this manuscript, the number of confirmed cases has been surging rapidly past the half-million mark, emphasizing the sustained risk of further global spread. Governments around the world are imposing various containment measures while the healthcare system is bracing itself for tsunamis of infected individuals that will seek treatment. It is therefore important to know what to expect in terms of the growth of the number of cases, and to understand what is needed to arrest the very worrying trends. To that effect, we here show forecasts obtained with a simple iteration method that needs only the daily values of confirmed cases as input. The method takes into account expected recoveries and deaths, and it determines maximally allowed daily growth rates that lead away from exponential increase toward stable and declining numbers. Forecasts show that daily growth rates should be kept at least below 5% if we wish to see plateaus any time soon - unfortunately far from reality in most countries to date. We provide an executable as well as the source code for a straightforward application of the method on data from other countries. Ključne besede: COVID-19, pandemic, disease dynamics, exponential growth, virality Objavljeno v DKUM: 06.11.2020; Ogledov: 1189; Prenosov: 233 Celotno besedilo (639,28 KB) |
6. On the codimension growth of simple color Lie superalgebrasDušan Pagon, Dušan Repovš, Mikhail Zaicev, 2012, izvirni znanstveni članek Opis: Predmet naših raziskav so polinomske identitete končno razsežnih enostavnih barvnih Liejevih superalgeber nad algebrsko zaprtim poljem z ničelno karakteristiko, gradacijo katerih podaja produkt dveh cikličnih grup reda 2. Dokazujemo, da kodimenzije opisanih identitet naraščajo eksponentno, stopnja te rasti pa je enaka razsežnosti dane algebre. Podoben rezultat smo dobili tudi za gradirane identitete in gradirane kodimenzije. Ključne besede: matematika, neasociativna algebra, Liejeve superalgebre, polinomske identitete, kodimenzije, eksponentna rast, mathematics, nonassociative algebra, color Lie superalgebras, polynomial identities, codimensions, exponential growth Objavljeno v DKUM: 10.07.2015; Ogledov: 1329; Prenosov: 30 Povezava na celotno besedilo |