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Keywords = POS-COVID-19

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14 pages, 1184 KB  
Article
IL-2 and IL-7 Contribution to Immune Response: Effects of Vaccination Against COVID-19 in Adults
by Dominika Siedlecka, Lena Bielawska, Aleksandra Ludziejewska, Aleksandra Baszczuk and Ewa Wysocka
Viruses 2025, 17(11), 1416; https://doi.org/10.3390/v17111416 - 24 Oct 2025
Viewed by 539
Abstract
Background: Cytokines participate in regulating the immune response of lymphocytes. Interleukin 2 (IL-2) is the main modulator of T lymphocyte development, homeostasis, and function, whereas interleukin 7 (IL-7) regulates the development and homeostasis of immune cells and plays a crucial role in the [...] Read more.
Background: Cytokines participate in regulating the immune response of lymphocytes. Interleukin 2 (IL-2) is the main modulator of T lymphocyte development, homeostasis, and function, whereas interleukin 7 (IL-7) regulates the development and homeostasis of immune cells and plays a crucial role in the maintenance of memory cells. The study aims to assess the blood IL-2 and IL-7 concentration in relation to the obtained cellular and humoral response in adults, six months after vaccination against COVID-19. Methods: We measured the concentration of IL-2 and IL-7 with ELISA, CoV2-IgG with an indirect chemiluminescence test, and the levels of IFN-γ with interferon gamma release assay (IGRA) post SARS-CoV-2 antigen stimulation. The study group (n = 76; F = 66, M = 10) was divided into 41 individuals, who did not report any chronic disorder (ChrD-Neg), and 35, who did (ChrD-Pos). Results: ChrD-Pos group presented higher IL-7 compared to ChrD-Neg (p = 0.023). Negative correlations were observed in the entire study population between IL-2 and age (R = −0.252, p = 0.028), as well as between IL-7 and IFN-γ (R = −0.295, p = 0.010). We found a positive correlation between IL-2 and IL-7 concentrations in the entire study population (R = 0.305, p = 0.007) and the ChrD-Pos group (R = 0.358, p = 0.035), and people with a positive IGRA result (R = 0.359, p = 0.005). Conclusions: The interaction of IL-2 and IL-7 may be important for achieving post-vaccination immunity, especially in adults with chronic diseases. Age is a factor modifying the post-vaccination response (decreased IL-2), whereas IL-7 may be an important factor in achieving a satisfactory post-vaccine response in people with chronic diseases. Full article
(This article belongs to the Special Issue SARS-CoV-2, COVID-19 Pathologies, Long COVID, and Anti-COVID Vaccines)
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13 pages, 615 KB  
Article
Euthyroid Sick Syndrome as an Index of Prognosis in Severe COVID-19 Disease
by Lambros Athanassiou, Ifigenia Kostoglou-Athanassiou, Georgia Kaiafa, Sofia Nikolakopoulou, Alexandra Konstantinou, Olga Mascha, Charilaos Samaras, Christos Savopoulos, Yehuda Shoenfeld and Panagiotis Athanassiou
Medicina 2025, 61(8), 1372; https://doi.org/10.3390/medicina61081372 - 29 Jul 2025
Viewed by 1058
Abstract
Background and Objectives: Euthyroid sick syndrome, or non-thyroidal illness syndrome, has been observed in severely ill patients and has been found to be an index of prognosis. It has been detected in patients with severe infectious diseases, e.g., those with severe COVID-19 [...] Read more.
Background and Objectives: Euthyroid sick syndrome, or non-thyroidal illness syndrome, has been observed in severely ill patients and has been found to be an index of prognosis. It has been detected in patients with severe infectious diseases, e.g., those with severe COVID-19 infection. Prognostic indicators of the outcome of severe COVID-19 disease are important for the prognosis of individual as well as groups of patients. The aim of this study was to identify euthyroid sick syndrome in patients admitted for severe COVID-19 disease and its relationship to disease severity and outcome. Materials and Methods: In a cohort of patients admitted to hospital for severe COVID-19 disease, thyroid function in patients requiring hospitalization was evaluated by measuring TSH, FreeT3 (FT3), and FreeT4 (FT4) levels. Patients were classified into four groups: a group with uncompromised respiratory function (pO2 > 70 mmHg, without need of oxygen supplementation) (disease severity 1); a group with mild respiratory insufficiency (pO2 50–60 mmHg, in need of oxygen supplementation with nasal cannula) (disease severity 2); a group with severe respiratory insufficiency (pO2 < 50 mmHg, in need of oxygen supplementation with high flow oxygen) (disease severity 3); and a group with severe respiratory insufficiency requiring intubation (pO2 < 60 mmHg on high flow oxygen supplementation) (disease severity 4). Results: In this cohort, euthyroid sick syndrome was diagnosed in 57.1% of the patients. The presence of euthyroid sick syndrome was related to increased disease severity and adverse disease outcome, i.e., death. FT3 levels were inversely related to CRP levels. Conclusions: Euthyroid sick syndrome may be observed in severe COVID-19 disease and is related to increased disease severity and adverse outcomes. Measurement of thyroid hormones in patients hospitalized for severe COVID-19 infection may aid in the prognosis of the disease. Full article
(This article belongs to the Section Epidemiology & Public Health)
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14 pages, 2185 KB  
Review
Ten Questions on Using Lung Ultrasonography to Diagnose and Manage Pneumonia in Hospital-at-Home Model: Part II—Confounders and Mimickers
by Nin-Chieh Hsu, Yu-Feng Lin, Hung-Bin Tsai, Charles Liao and Chia-Hao Hsu
Diagnostics 2025, 15(10), 1200; https://doi.org/10.3390/diagnostics15101200 - 9 May 2025
Viewed by 1489
Abstract
The hospital-at-home (HaH) model offers hospital-level care within patients’ homes and has proven effective for managing conditions such as pneumonia. The point-of-care ultrasonography (PoCUS) is a key diagnostic tool in this model, especially when traditional imaging modalities are unavailable. This review explores how [...] Read more.
The hospital-at-home (HaH) model offers hospital-level care within patients’ homes and has proven effective for managing conditions such as pneumonia. The point-of-care ultrasonography (PoCUS) is a key diagnostic tool in this model, especially when traditional imaging modalities are unavailable. This review explores how PoCUS can be optimized to manage pneumonia in HaH settings, focusing on its diagnostic accuracy in patients with comorbidities, differentiation from mimickers, and role in assessing disease severity. Pulmonary comorbidities, such as heart failure and interstitial lung disease (ILD), can complicate lung ultrasound (LUS) interpretation. In heart failure, combining lung, cardiac, and venous assessments (e.g., IVC collapsibility, VExUS score) improves diagnostic clarity. In ILD, distinguishing chronic changes from acute infections requires attention to B-line patterns and pleural abnormalities. PoCUS must differentiate pneumonia from conditions such as atelectasis, lung contusion, cryptogenic organizing pneumonia, eosinophilic pneumonia, and neoplastic lesions—many of which present with similar sonographic features. Serial LUS scoring provides useful information on pneumonia severity and disease progression. Studies, particularly during the COVID-19 pandemic, show correlations between worsening LUS scores and poor outcomes, including increased ventilator dependency and mortality. Furthermore, LUS scores correlate with inflammatory markers and gas exchange metrics, supporting their prognostic value. In conclusion, PoCUS in HaH care requires clinicians to integrate multi-organ ultrasound findings, clinical context, and serial monitoring to enhance diagnostic accuracy and patient outcomes. Mastery of LUS interpretation in complex scenarios is crucial to delivering personalized, high-quality care in the home setting. Full article
(This article belongs to the Special Issue Clinical Diagnosis and Management in Emergency and Hospital Medicine)
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13 pages, 821 KB  
Article
Predictors of Cardiovascular Symptoms Among Long COVID Patients: Data from the Polish Long COVID Cardiovascular (PoLoCOV-CVD) Study
by Joanna Kapusta, Siamala Sinnadurai, Mateusz Babicki, Żaneta Kałuzińska-Kołat, Wouter C. Meijers, Damian Kołat, Olivier C. Manintveld, Piotr Jankowski and Michał Chudzik
J. Clin. Med. 2025, 14(3), 956; https://doi.org/10.3390/jcm14030956 - 2 Feb 2025
Cited by 1 | Viewed by 4018
Abstract
Background and aims: Long COVID symptoms persist globally, with a notable rise in cardiovascular disease (CVD) among COVID-19 survivors, including those without prior risk factors or hospitalizations. This study aims to identify predictors of cardiovascular-related Long COVID symptoms. Methods: This study included subjects [...] Read more.
Background and aims: Long COVID symptoms persist globally, with a notable rise in cardiovascular disease (CVD) among COVID-19 survivors, including those without prior risk factors or hospitalizations. This study aims to identify predictors of cardiovascular-related Long COVID symptoms. Methods: This study included subjects with post-SARS-CoV-2 infections, categorizing them into three groups: non-Long COVID (non-LC), Long COVID (LC), and Long COVID with cardiovascular symptoms (cardio-LC) as part of the Polish Long COVID Cardiovascular (PoLoCOV-CVD) study collected between the years 2020 and 2022, comprising 4000 participants. Chi-square tests and logistic regression were used to report the prevalence and determinants of quality of life in cardio-LC, based on patient self-reported data including comorbidities and medications. Results: Of the 704 patients analyzed, 71.9% were female with a median age of 54 years (IQR: 45–64). Cardio-LC patients had statistically significant differences relative to the non-LC group in terms of blood pressure, elevated LDL cholesterol (p = 0.010), and non-HDL cholesterol (p = 0.013). In addition, cardio-LC patients were more likely to be female (p < 0.001) who exhibited psychological conditions, such as sleep disturbances (p < 0.001), anxiety (p < 0.001), and depression (p < 0.001) compared to the non-LC group. However, the multivariable logistic regression analysis revealed that only the female gender and sleep disturbances remained an independent predictor associated with cardio-LC (OR: 1.66, CI 1.12–2.46; OR: 1.742, CI 1.12–2.70) compared to participants without Long COVID. Conclusions: The significant positive association of female gender and sleep disturbances with cardiovascular complications during Long COVID highlights critical demographic and psychological factors that deserve attention in clinical practice. Full article
(This article belongs to the Section Epidemiology & Public Health)
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13 pages, 1095 KB  
Article
The Influence of Long COVID on the Cardiovascular System and Predictors of Long COVID in Females: Data from the Polish Long COVID Cardiovascular (PoLoCOV-CVD) Study
by Agata Bielecka-Dabrowa, Joanna Kapusta, Agata Sakowicz, Maciej Banach, Piotr Jankowski and Michał Chudzik
J. Clin. Med. 2024, 13(24), 7829; https://doi.org/10.3390/jcm13247829 - 22 Dec 2024
Cited by 3 | Viewed by 1485
Abstract
Background/Objectives: Female sex is one of the Long COVID (LC) risk factors; however, the LC predictors in females have not been established. This study was conducted to assess the influence of LC on the cardiovascular system and to assess the age-independent predictors of [...] Read more.
Background/Objectives: Female sex is one of the Long COVID (LC) risk factors; however, the LC predictors in females have not been established. This study was conducted to assess the influence of LC on the cardiovascular system and to assess the age-independent predictors of LC in females. Methods: Patient information and the course of the disease with symptoms were collected in women at least 12 weeks after COVID-19 recovery. The study participants were followed for 12 months. ECG monitoring, 24 h ECG monitoring, 24 h blood pressure monitoring, echocardiography, and biochemical tests were performed. Results: We studied 1946 consecutive female patients (age 53.0 [43.0–63.0] vs. 52.5 [41.0–63.0], p = 0.25). A more frequent occurrence of LC was observed in females with a severe SARS-CoV-2 infection (p = 0.0001). Women with LC compared to the control group had higher body mass index (p = 0.001), lower level of HDL cholesterol (p = 0.015), higher level of TG (p < 0.001) and higher TG/HDL ratio (p < 0.001), more often myocardial damage (p < 0.001), and lower LVEF (p = 0.01). LC women had more often QRS fragmentation, longer QTcB, and one of the ECG abnormalities. In a multivariate analysis in younger females with BMI > 24.8 kg/m2, TG/HDL ratio > 1.89 and severe course of COVID-19 and in older females, TG/HDL ratio > 1.89, lower LVEF, and also severe course of infection were independent LC predictors. Conclusions: Independent predictors of LC occurrence in women, regardless of age, are severe course of COVID-19 and TG/HDL ratio > 1.89. The presence of comorbidities and lifestyle before COVID-19 had no impact on the occurrence of LC in females regardless of age. Full article
(This article belongs to the Section Cardiology)
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15 pages, 2032 KB  
Article
UVC Stokes and Anti-Stokes Emission of Ca9Y(PO4)7 Polycrystals Doped with Pr3+ Ions
by Karol Lemański, Olha Bezkrovna, Nadiia Rebrova, Radosław Lisiecki, Patrycja Zdeb and Przemysław Jacek Dereń
Molecules 2024, 29(9), 2084; https://doi.org/10.3390/molecules29092084 - 1 May 2024
Cited by 12 | Viewed by 1753
Abstract
The recent COVID-19 pandemic has made everyone aware of the threat of viruses and the growing number of antibiotic-resistant bacteria. It has become necessary to find new methods to combat these hazards. One tool that could be used is UVC radiation, i.e., 100–280 [...] Read more.
The recent COVID-19 pandemic has made everyone aware of the threat of viruses and the growing number of antibiotic-resistant bacteria. It has become necessary to find new methods to combat these hazards. One tool that could be used is UVC radiation, i.e., 100–280 nm. Currently, the available sources of this light are mercury vapor lamps. However, the modern world requires more compact, mercury-free, and less energy-consuming light sources. This work presents the results of our research on a new material in which efficient UVC radiation was obtained. Here, we present the results of research on Ca9Y(PO4)7 polycrystals doped with Pr3+ ions prepared using the solid-state method. The absorption, excitation, emission, and emission decay profiles of praseodymium(III) ions were measured and analyzed. The upconversion emission in the UVC region excited by blue light was observed. Parameters such as energy bandgap, refractive index, and thermal stability of luminescence were determined. The studied phosphate-based phosphor possesses promising characteristics that show its potential in luminescent applications in future use in medicine or for surface disinfection. Full article
(This article belongs to the Section Physical Chemistry)
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8 pages, 317 KB  
Article
O2 Saturation Predicted the ICU Stay of COVID-19 Patients in a Hospital at Altitude: A Low-Cost Tool for Post-Pandemic
by Jaime Vásquez-Gómez, Lucero Gutierrez-Gutierrez, Pablo Miranda-Cuevas, Luis Ríos-Florez, Luz Casas-Condori, Marcia Gumiel and Marcelo Castillo-Retamal
Medicina 2024, 60(4), 641; https://doi.org/10.3390/medicina60040641 - 17 Apr 2024
Cited by 1 | Viewed by 1772
Abstract
Background and Objectives: Patients at high altitudes with COVID-19 may experience a decrease in their partial oxygen saturation (PO2S) levels. The objective was to assess the association between PO2S and intensive care unit (ICU) stay in patients at [...] Read more.
Background and Objectives: Patients at high altitudes with COVID-19 may experience a decrease in their partial oxygen saturation (PO2S) levels. The objective was to assess the association between PO2S and intensive care unit (ICU) stay in patients at high altitudes with COVID-19. Materials and Methods: Clinical records of 69 COVID-19 patients (36% women) admitted to the ICU were analyzed. Median values were considered for intra-group categories (“≤11 days” and “>11 days” in the ICU) and for PO2S height categories (“<90%” and “≥90%”). Logistic regression and linear regression models adjusted for confounding variables were used. Results: Patients with >11 days in the ICU had 84% lower odds of having a PO2S ≥ 90% (OR: 0.16 [CI: 0.02, 0.69], p = 0.005) compared to those with ≤11 days in the ICU. An increase in PO2S by 1% reduced ICU stay by 0.22 days (β: −0.22 [CI: −0.33, −0.11], p < 0.001), potentially leading to a reduction of up to 1.44 days. Conclusions: PO2S is a crucial factor in estimating ICU stays for COVID-19 patients at high altitudes and serves as an accessible and cost-effective measure. It should be used in infected patients to complement the prognosis of post-pandemic ICU stay. Full article
(This article belongs to the Special Issue Impact on Human Health, Lifestyle and Quality of Care after COVID-19)
11 pages, 1127 KB  
Article
Oxidative Stress Reaction to Hypobaric–Hyperoxic Civilian Flight Conditions
by Nikolaus C. Netzer, Heidelinde Jaekel, Roland Popp, Johanna M. Gostner, Michael Decker, Frederik Eisendle, Rachel Turner, Petra Netzer, Carsten Patzelt, Christian Steurer, Marco Cavalli, Florian Forstner and Stephan Pramsohler
Biomolecules 2024, 14(4), 481; https://doi.org/10.3390/biom14040481 - 15 Apr 2024
Cited by 3 | Viewed by 2500
Abstract
Background: In military flight operations, during flights, fighter pilots constantly work under hyperoxic breathing conditions with supplemental oxygen in varying hypobaric environments. These conditions are suspected to cause oxidative stress to neuronal organ tissues. For civilian flight operations, the Federal Aviation Administration (FAA) [...] Read more.
Background: In military flight operations, during flights, fighter pilots constantly work under hyperoxic breathing conditions with supplemental oxygen in varying hypobaric environments. These conditions are suspected to cause oxidative stress to neuronal organ tissues. For civilian flight operations, the Federal Aviation Administration (FAA) also recommends supplemental oxygen for flying under hypobaric conditions equivalent to higher than 3048 m altitude, and has made it mandatory for conditions equivalent to more than 3657 m altitude. Aim: We hypothesized that hypobaric–hyperoxic civilian commercial and private flight conditions with supplemental oxygen in a flight simulation in a hypobaric chamber at 2500 m and 4500 m equivalent altitude would cause significant oxidative stress in healthy individuals. Methods: Twelve healthy, COVID-19-vaccinated (third portion of vaccination 15 months before study onset) subjects (six male, six female, mean age 35.7 years) from a larger cohort were selected to perform a 3 h flight simulation in a hypobaric chamber with increasing supplemental oxygen levels (35%, 50%, 60%, and 100% fraction of inspired oxygen, FiO2, via venturi valve-equipped face mask), switching back and forth between simulated altitudes of 2500 m and 4500 m. Arterial blood pressure and oxygen saturation were constantly measured via radial catheter and blood samples for blood gases taken from the catheter at each altitude and oxygen level. Additional blood samples from the arterial catheter at baseline and 60% oxygen at both altitudes were centrifuged inside the chamber and the serum was frozen instantly at −21 °C for later analysis of the oxidative stress markers malondialdehyde low-density lipoprotein (M-LDL) and glutathione-peroxidase 1 (GPX1) via the ELISA test. Results: Eleven subjects finished the study without adverse events. Whereas the partial pressure of oxygen (PO2) levels increased in the mean with increasing oxygen levels from baseline 96.2 mm mercury (mmHg) to 160.9 mmHg at 2500 m altitude and 60% FiO2 and 113.2 mmHg at 4500 m altitude and 60% FiO2, there was no significant increase in both oxidative markers from baseline to 60% FiO2 at these simulated altitudes. Some individuals had a slight increase, whereas some showed no increase at all or even a slight decrease. A moderate correlation (Pearson correlation coefficient 0.55) existed between subject age and glutathione peroxidase levels at 60% FiO2 at 4500 m altitude. Conclusion: Supplemental oxygen of 60% FiO2 in a flight simulation, compared to flying in cabin pressure levels equivalent to 2500 m–4500 m altitude, does not lead to a significant increase or decrease in the oxidative stress markers M-LDL and GPX1 in the serum of arterial blood. Full article
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12 pages, 515 KB  
Article
The Effect of Sex on the Risk of Long-COVID and Cardiovascular Complications in Healthy Patients without Comorbidities: Data from a Polish Long-COVID Cardiovascular (PoLoCOV-CVD) Study
by Agata Bielecka-Dabrowa, Agata Sakowicz, Katarzyna Gryglewska-Wawrzak, Joanna Kapusta, Maciej Banach, Piotr Jankowski and Michał Chudzik
J. Clin. Med. 2024, 13(6), 1559; https://doi.org/10.3390/jcm13061559 - 8 Mar 2024
Cited by 7 | Viewed by 6779
Abstract
Background: The prevalence of long-COVID (LC) presents a significant challenge to healthcare systems globally. There are still some discrepancies on the role of sex as an independent risk factor of LC complications. Thus, we aimed to determine the differences in clinical and cardiovascular [...] Read more.
Background: The prevalence of long-COVID (LC) presents a significant challenge to healthcare systems globally. There are still some discrepancies on the role of sex as an independent risk factor of LC complications. Thus, we aimed to determine the differences in clinical and cardiovascular complications between males and females without comorbidities after COVID-19. Methods: Clinical data on the course of the disease with the accompanying symptoms and post-COVID-19 symptoms were compiled from both male and female subjects with a minimum 12-week interval after COVID-19 recovery. Next, the patients were followed for 12 months. ECG, echocardiography, 24 h ECG monitoring, 24 h ambulatory blood pressure monitoring (ABPM), and selected biochemical tests were performed. LC was diagnosed based on the World Health Organization (WHO) definition. To reduce the impact of confounders, i.e., body mass index (BMI) and age, on the results of the study, the nearest neighbour (NN) propensity score matching (PSM) method with a 1:1 ratio was used. Results: The results were obtained following the removal of cases with comorbidities from the database consisting of 1237 males and 2192 females, and PSM of the new database included 886 cases (443 males and 443 females). At both the 3-month and 1-year post-recovery marks, females consistently reported a higher frequency of LC symptoms compared to males (p < 0.001 for both comparisons). Moreover, after 1 year of follow-up, females exhibited a higher prevalence of LC compared to males, with rates of 14% versus 8.3%, respectively (p = 0.013). The symptoms that significantly differed between females and males in the 12-month follow-up were hair loss (5.4 vs. 0.7%, p < 0.001), memory and concentration disturbances (8.4 vs. 4.3%, p = 0.013), and headaches (4.3 vs. 1.4%, p = 0.008). Females presented lower mean arterial pressure (MAP) [89 (83–95) mmHg versus (vs.) 94 (89–100); p < 0.001] and lower pulse pressure (PP) [46 (42–52) mmHg vs. 51 (48–57); p < 0.001] in 24 h ABPM and more elevated heart rates (HRs) in 24 h ECG monitoring as well as arrhythmia (p < 0.001 and p = 0.018, respectively). Males had a higher occurrence of ECG abnormalities such as QRS >= 120 ms, ST-T changes, T inversion, arrhythmia, and QRS fragmentation (27.3% vs. 19.2%; p = 0.004). No significant differences were observed between males and females concerning physical activity levels, stress, fatigue, alcohol consumption, and smoking habits. Conclusions: One year post-COVID-19 recovery, regardless of age and BMI, healthy females more often suffered from LC symptoms than males. They had lower MAP and PP in 24 h ABPM, more often had higher HRs and arrhythmia in 24 h ECG monitoring, and fewer ECG abnormalities than males. Full article
(This article belongs to the Section Cardiovascular Medicine)
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27 pages, 6804 KB  
Article
Mouse Data Attack Technique Using Machine Learning in Image-Based User Authentication: Based on a Defense Technique Using the WM_INPUT Message
by Wontae Jung, Sejun Hong and Kyungroul Lee
Electronics 2024, 13(4), 710; https://doi.org/10.3390/electronics13040710 - 9 Feb 2024
Viewed by 1530
Abstract
Recently, as the non-face-to-face society persists due to the coronavirus (COVID-19), the Internet usage rate continues to increase, and input devices, such as keyboards and mice, are mainly used to authenticate users in non-face-to-face environments. Due to the nature of the non-face-to-face environment, [...] Read more.
Recently, as the non-face-to-face society persists due to the coronavirus (COVID-19), the Internet usage rate continues to increase, and input devices, such as keyboards and mice, are mainly used to authenticate users in non-face-to-face environments. Due to the nature of the non-face-to-face environment, important personal data are processed, and since these personal data include authentication information, it is very important to protect them. As such, personal information, including authentication information, is entered mainly from the keyboard, and attackers use attack tools, such as keyloggers, to steal keyboard data in order to grab sensitive user information. Therefore, to prevent disclosure of sensitive keyboard input, various image-based user authentication technologies have emerged that allow sensitive information, such as authentication information, to be entered via mouse. To address mouse data stealing vulnerabilities via GetCursorPos() function or WM_INPUT message, which are representative mouse data attack techniques, a mouse data defense technique has emerged that prevents attackers from classifying real mouse data and fake mouse data by the defender generating fake mouse data. In this paper, we propose a mouse data attack technique using machine learning against a mouse data defense technique using the WM_INPUT message. The proposed technique uses machine learning models to classify fake mouse data and real mouse data in a scenario where the mouse data defense technique, utilizing the WM_INPUT message in image-based user authentication, is deployed. This approach is verified through experiments designed to assess its effectiveness in preventing the theft of real mouse data, which constitute the user’s authentication information. For verification purposes, a mouse data attack system was configured, and datasets for machine learning were established by collecting mouse data from the configured attack system. To enhance the performance of machine learning classification, evaluations were conducted based on data organized according to various machine learning models, datasets, features, and generation cycles. The results, highlighting the highest performance in terms of features and datasets were derived. If the mouse data attack technique proposed in this paper is used, attackers can potentially steal the user’s authentication information from various websites or services, including software, systems, and servers that rely on authentication information. It is anticipated that attackers may exploit the stolen authentication information for additional damages, such as voice phishing. In the future, we plan to conduct research on defense techniques aimed at securely protecting mouse data, even if the mouse data attack technique proposed in this paper is attempted. Full article
(This article belongs to the Special Issue Vulnerability Analysis and Adversarial Learning)
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16 pages, 931 KB  
Review
The Ongoing Impact of COVID-19 on Pediatric Obesity
by Domenico Iacopetta, Alessia Catalano, Jessica Ceramella, Michele Pellegrino, Maria Marra, Elisabetta Scali, Maria Stefania Sinicropi and Stefano Aquaro
Pediatr. Rep. 2024, 16(1), 135-150; https://doi.org/10.3390/pediatric16010013 - 2 Feb 2024
Cited by 15 | Viewed by 5232
Abstract
In the developed world, pediatric obesity (PO) has been a major health concern since the last century, and this condition may lead to detrimental life-long physical and mental comorbidities. Currently, its prevalence has increased in low- and middle-income countries and in many high-income [...] Read more.
In the developed world, pediatric obesity (PO) has been a major health concern since the last century, and this condition may lead to detrimental life-long physical and mental comorbidities. Currently, its prevalence has increased in low- and middle-income countries and in many high-income countries. Thus, the provision of effective and tailored care for children and their families has become vital. The social consequences of the COVID-19 pandemic are known everywhere, and among these, it has been argued that the COVID-19 pandemic has had a major impact on PO. Overall, the growth of PO over the last decade has been enhanced by the pandemic. During the COVID-19 pandemic, children, adolescents and young adults gained weight as the pediatric population dealt with sedentary lifestyles and changes in food habits. In this review, we want to highlight the impact that the COVID-19 pandemic had on PO. Full article
(This article belongs to the Section Pediatric Psychology)
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16 pages, 491 KB  
Article
Assessing the Impact of Non-Pharmaceutical Interventions on Consumer Mobility Patterns and COVID-19 Transmission in the US
by Joseph Zuccarelli, Laura Seaman and Kevin Rader
Int. J. Environ. Res. Public Health 2024, 21(1), 67; https://doi.org/10.3390/ijerph21010067 - 7 Jan 2024
Viewed by 2909
Abstract
The initial outbreak of COVID-19 during late December 2019 and the subsequent global pandemic markedly changed consumer mobility patterns worldwide, largely in response to government-ordered non-pharmaceutical interventions (NPIs). In this study, we investigate these changes as they relate to the initial spread of [...] Read more.
The initial outbreak of COVID-19 during late December 2019 and the subsequent global pandemic markedly changed consumer mobility patterns worldwide, largely in response to government-ordered non-pharmaceutical interventions (NPIs). In this study, we investigate these changes as they relate to the initial spread of COVID-19 within two states—Massachusetts and Michigan. Specifically, we use linear and generalized linear mixed-effects models to quantify the relationship between four NPIs and individuals’ point-of-sale (POS) credit card transactions, as well as the relationship between subsequent changes in POS transactions and county-level COVID-19 case growth rates. Our analysis reveals a significant negative association between NPIs and daily POS transactions, particularly a dose–response relationship, in which stringent workplace closures, stay-at-home requirements, and gathering restrictions were all associated with decreased POS transactions. We also uncover a significant positive association between 12-day lagged changes in POS transactions compared to pre-pandemic baselines and county-level COVID-19 case growth rates. Overall, our study supports previous findings that early NPIs reduced human mobility and COVID-19 transmission in the US, providing policymakers with quantitative evidence concerning the effectiveness of NPIs. Full article
(This article belongs to the Special Issue 2nd Edition of Epidemiology and Global Health)
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11 pages, 519 KB  
Article
Can Haematological Parameters Discriminate COVID-19 from Influenza?
by Sahar Gnaba, Dmitry Sukhachev, Tiffany Pascreau, Félix Ackermann, Frédérique Delcominette, Florence Habarou, Aurélie Védrenne, Emilie Jolly, Elena Sukhacheva, Eric Farfour and Marc Vasse
J. Clin. Med. 2024, 13(1), 186; https://doi.org/10.3390/jcm13010186 - 28 Dec 2023
Viewed by 1507
Abstract
Symptoms of COVID-19 are similar to the influenza virus, but because treatments and prognoses are different, it is important to accurately and rapidly differentiate these diseases. The aim of this study was to evaluate whether the analysis of complete blood count (CBC), including [...] Read more.
Symptoms of COVID-19 are similar to the influenza virus, but because treatments and prognoses are different, it is important to accurately and rapidly differentiate these diseases. The aim of this study was to evaluate whether the analysis of complete blood count (CBC), including cellular population (CPD) data of leukocytes and automated flow cytometry analysis, could discriminate these pathologies. In total, 350 patients with COVID-19 and 102 patients with influenza were included between September 2021 and April 2022 in the tertiary hospital of Suresnes (France). Platelets were lower in patients with influenza than in patients with COVID-19, whereas the CD16pos monocyte count and the ratio of the CD16pos monocytes/total monocyte count were higher. Significant differences were observed for 9/56 CPD of COVID-19 and flu patients. A logistic regression model with 17 parameters, including among them 11 CPD, the haemoglobin level, the haematocrit, the red cell distribution width, and B-lymphocyte and CD16pos monocyte levels, discriminates COVID-19 patients from flu patients. The sensitivity and efficiency of the model were 96.2 and 86.6%, respectively, with an area under the curve of 0.862. Classical parameters of CBC are very similar among the three infections, but CPD, CD16pos monocytes, and B-lymphocyte levels can discriminate patients with COVID-19. Full article
(This article belongs to the Section Clinical Laboratory Medicine)
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8 pages, 517 KB  
Brief Report
Latent Tuberculosis Infection and COVID-19: Analysis of a Cohort of Patients from Careggi University Hospital (Florence, Italy)
by Francesca Mariotti, Francesco Sponchiado, Filippo Lagi, Chiara Moroni, Riccardo Paggi, Seble Tekle Kiros, Vittorio Miele, Alessandro Bartoloni, Jessica Mencarini and The COCORA Working Group
Infect. Dis. Rep. 2023, 15(6), 758-765; https://doi.org/10.3390/idr15060068 - 10 Dec 2023
Cited by 4 | Viewed by 2032
Abstract
Data regarding the relationship between coronavirus disease (COVID-19) and active or latent tuberculosis (TB) are discordant. We conducted a retrospective study examining the impact of latent tuberculosis infection (LTBI) on the clinical progression of COVID-19 patients. We selected 213 patients admitted with COVID-19 [...] Read more.
Data regarding the relationship between coronavirus disease (COVID-19) and active or latent tuberculosis (TB) are discordant. We conducted a retrospective study examining the impact of latent tuberculosis infection (LTBI) on the clinical progression of COVID-19 patients. We selected 213 patients admitted with COVID-19 in a tertiary-level Italian hospital (February–December 2020), who underwent a QuantiFERON-TB test (QFT) and/or chest radiological exam. The population was divided into three groups: (i) QFT negative and without radiological TB sequelae (Neg); (ii) QFT positive and without radiological TB sequelae (Pos); (iii) radiological TB sequelae regardless of QFT result (Seq). In-hospital mortality and oro-tracheal intubation (OTI) showed significantly higher results in the Seq group (Seq 50% vs. Pos 13.3% vs. Neg 9.3%, p < 0.001; Seq 16.7% vs. Pos 6.7% vs. Neg 4.9%, p = 0.045). Considering the Pos and Seq groups’ patients as the population with defined LTBI, in-hospital mortality (20/51, 39.2%) and OTI risk (7/51, 13.7%) were statistically higher with respect to patients without LTBI (in-hospital mortality: 15/162, 9.3%, p < 0.001; OTI risk: 8/162, 4.9%, p = 0.023), respectively. Multivariate analysis showed that radiological sequelae and the Charlson Comorbidity Index (CCI) were significantly associated with higher mortality rate; despite the higher CCI of Seq population, we cannot exclude the correlation between COVID-19 in-hospital mortality and the presence of radiological TB sequelae. Full article
(This article belongs to the Section Tuberculosis and Mycobacteriosis)
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15 pages, 3489 KB  
Article
Source Apportionment of Atmospheric Aerosols in Kraków, Poland, before and during the COVID-19 Pandemic at a Traffic Monitoring Station
by Lucyna Samek, Anna Ryś, Jan Dudek, Zdzisław Stęgowski, Vânia Martins, Susana Marta Almeida and Katarzyna Styszko
Appl. Sci. 2023, 13(20), 11492; https://doi.org/10.3390/app132011492 - 20 Oct 2023
Cited by 4 | Viewed by 1649
Abstract
PM10 samples were collected at the Kraków air quality traffic monitoring station during two periods: February–May 2018 and February–June 2020. The PM10 concentrations dropped by 50% from 74 ± 29 µg/m3 to 37 ± 13 µg/m3 in 2018 and [...] Read more.
PM10 samples were collected at the Kraków air quality traffic monitoring station during two periods: February–May 2018 and February–June 2020. The PM10 concentrations dropped by 50% from 74 ± 29 µg/m3 to 37 ± 13 µg/m3 in 2018 and 2020, respectively. The elemental concentrations were determined by the energy-dispersive X-ray fluorescence (EDXRF) method, and the ion concentrations were determined by ion chromatography (IC). The concentration ratios in 2018 to 2020 were greater than 1.7 for the following elements: S, Cl, K, Zn, Br, and the ions SO42−, Na+, and NH4+. Similar concentrations were observed in 2018 and 2020 for the following chemical species: Ca, Ti, Mn, Ni, Rb, Sr, K+, Mg2+, Ca2+, and PO43−. The Cr concentration was higher in 2020 compared to 2018. Four source profiles were obtained from the PMF (Positive Matrix Factorization) modelling. The following sources were attributed to this: solid fuel combustion, secondary inorganic aerosols, traffic/industry/construction work, and soil. The contributions of solid fuel combustion and secondary inorganic aerosols (SIA) were significantly lower in February and March 2020 than in February and March 2018. The relative differences were in the range 70–98%. Traffic/industry/construction work contributions were 6% and 36% lower in March and May 2020 compared to the same months in 2018, respectively. Two factors affected the characteristics of PM10: one was the ban of using coal and wood for heating purposes introduced in Krakow in September 2019, observed mainly in February and March, and the COVID-19 pandemic that was observed mainly in April and May. Full article
(This article belongs to the Section Environmental Sciences)
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