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Search Results (832)

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Keywords = post COVID condition

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26 pages, 3041 KB  
Systematic Review
Impact of the COVID-19 Pandemic on Drug-Resistant Tuberculosis in Europe: A Meta-Analysis of Epidemiological Trends
by Christina Zouganeli, Dimitra K. Toubanaki, Ourania Karaoulani, Georgia Vrioni, Evdokia Karagouni and Antonia Efstathiou
Pharmaceuticals 2025, 18(10), 1535; https://doi.org/10.3390/ph18101535 (registering DOI) - 12 Oct 2025
Abstract
Background/Objectives: The COVID-19 pandemic has significantly intensified global concerns surrounding antimicrobial resistance (AMR), particularly in relation to tuberculosis (TB). In the European Union (EU), the reallocation of healthcare resources towards managing COVID-19 led to a de-prioritization of TB surveillance and control. This [...] Read more.
Background/Objectives: The COVID-19 pandemic has significantly intensified global concerns surrounding antimicrobial resistance (AMR), particularly in relation to tuberculosis (TB). In the European Union (EU), the reallocation of healthcare resources towards managing COVID-19 led to a de-prioritization of TB surveillance and control. This shift contributed to delays in TB diagnosis and treatment, creating conditions favorable for the emergence and spread of drug-resistant TB strains. This meta-analysis aims to assess epidemiological trends of drug-resistant TB across EU countries before, during, and after the pandemic and quantify the impact of COVID-19 on Mycobacterium tuberculosis resistance patterns. Methods: Data were obtained from the European Centre for Disease Prevention and Control (ECDC) covering 2015 to 2022. Following the TB incidence, the multidrug-resistant TB (MDR-TB) and rifampicin-resistant/MDR-TB (RR/MDR-TB) cases, as well as treatment success rates over 12- and 24-month periods, were analyzed. The analysis included 31 EU countries across three-time frames: pre-pandemic (2015–2019), pandemic onset (2020), and post-pandemic transition (2020–2022). Results: The pandemic was associated with a decrease in reported TB cases but a simultaneous increase in the proportion of MDR and RR/MDR cases. Treatment success rates showed a modest rise for 24-month regimens, while outcomes declined for 12-month therapies. Conclusions: These findings underscore the pandemic’s disruptive impact on TB control and highlight the need for renewed investment in diagnostic capacity, treatment access, and antimicrobial stewardship, in order to reduce antimicrobial resistance occurrence. Continued monitoring beyond 2022 is essential to fully understand long-term effects and inform future public health strategies. Full article
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15 pages, 872 KB  
Article
Incidence, Clinical Profile, and Cardiac Manifestations of MIS-C in Children in Kuwait
by Ozayr Mahomed, Adnan Alhadlaq, Khaled Alsaeid, Aisha Alsaqabi, Fouzeyah Othman, Saja Al-Shammari, Sarah Al-Yaqoub, Abdullah Al-Daihani, Abdulla Alfraij, Khalid Alafasy, Mafaza Al-Qallaf, Mariam Al-Hajeri, Nora Al-Mutairi, Alaa Alenezi, Shaimaa Mohammed, Adnan Al-Sarraf, Dalia Al-Abdulrazzaq and Hessa Al-Kandari
Diagnostics 2025, 15(19), 2545; https://doi.org/10.3390/diagnostics15192545 - 9 Oct 2025
Viewed by 176
Abstract
Background/Objectives: Multisystem inflammatory syndrome in children (MIS-C), a rare but serious post-acute hyperinflammatory condition that occurs in children 2–6 weeks after Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection or exposure, varies between countries. Despite its serious nature, most children recover without [...] Read more.
Background/Objectives: Multisystem inflammatory syndrome in children (MIS-C), a rare but serious post-acute hyperinflammatory condition that occurs in children 2–6 weeks after Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection or exposure, varies between countries. Despite its serious nature, most children recover without any sequelae. The most frequently reported long-term sequelae are coronary artery aneurysms. This study aimed to describe the epidemiological profile, clinical characteristics (including cardiac manifestations), treatment, and outcomes of multisystem inflammatory syndrome in children (MIS-C) under 14 years of age with SARS-CoV-2 between February 2020 and November 2021 in Kuwait. Methods: Data on sociodemographic factors, co-morbidities, presenting signs and symptoms, as well as laboratory and echocardiography findings were retrieved from the Pediatric COVID registry (PCR-Q8 registry). Results: Of the one hundred and two patients with a provisional diagnosis of MIS-C, eighty-three patients fulfilled the WHO criteria of MIS-C. Thirty-nine of the MIS-C patients were admitted to the intensive care unit, and only one child died due to cardiogenic shock. Sixteen patients from the pediatric MIS-C cohort were diagnosed with cardiac abnormalities. Sixteen patients from the pediatric MIS-C cohort were diagnosed with cardiac abnormalities. Most (63% (10/16)) of the patients had coronary abnormalities, nine patients (56%) had myocardial dysfunction, and six patients (38%) had dual pathologies. Pericarditis occurred in three patients only, whilst six patients (38%) had dual pathologies. Pericarditis occurred in three patients only. Conclusions: MIS-C appears to affect younger children in Kuwait than in other countries; however, the clinical pattern is consistent with other countries. Further studies of an analytical nature are recommended to identify the risk factors associated with MIS-C and its cardiac sequalae to allow for proactive risk reduction. Full article
(This article belongs to the Section Clinical Diagnosis and Prognosis)
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13 pages, 10889 KB  
Article
Transthyretin Amyloidosis—One of the Causes of Heart Failure in Patients with Severe Clinical Course of COVID-19
by Zarina Gioeva, Liudmila Mikhaleva, Nikita Gutyrchik, Nikolay Shakhpazyan, Valentina Pechnikova, Konstantin Midiber, Andrej Kontorshchikov, Elizaveta Zentsova and Lev Kakturskij
Int. J. Mol. Sci. 2025, 26(19), 9806; https://doi.org/10.3390/ijms26199806 - 9 Oct 2025
Viewed by 187
Abstract
Wild-type transthyretin amyloidosis is an underdiagnosed condition that significantly contributes to mortality in the elderly population. This histopathological study describes autopsy findings in patients with severe clinical course of COVID-19 and ATTR not identified during life. Autopsy findings in the myocardium were analyzed [...] Read more.
Wild-type transthyretin amyloidosis is an underdiagnosed condition that significantly contributes to mortality in the elderly population. This histopathological study describes autopsy findings in patients with severe clinical course of COVID-19 and ATTR not identified during life. Autopsy findings in the myocardium were analyzed in 19 patients with pre-existing ATTR who died from severe COVID-19. RT PCR was used for pre- and post-mortem detection of SARS-CoV-2 RNA. Immunohistochemical typing was performed with a broad panel of antibodies against different amyloid types. Autopsy specimens from the myocardium and lungs were positive for SARS-CoV-2 RNA in 10 (53%) cases. Microscopic examination of the myocardium revealed focal cardiosclerosis and cardiomyocyte dissociation in 15 (68%) cases, hypertrophy and atrophy of cardiomyocytes in 17 (77%) and 7 (32%), respectively, and myocarditis in 4 (18%) cases. Immunohistochemical analysis determined ATTR amyloidosis in all cases. In patients with rapidly progressive heart failure, the postmortem examination revealed multiple sites of interstitial amyloid deposits and focal cardiosclerosis in the myocardium. Pre-existing cardiac amyloidosis contributes to the aggressive clinical course of COVID-19. Coupled with the toxic effect of the SARS-CoV-2 virus on the myocardium, the disease may lead to progressive heart failure and poor outcomes. Full article
(This article belongs to the Special Issue Molecular Pathology and Treatment of Heart Failure)
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29 pages, 11047 KB  
Article
Spatial Reconfiguration of Housing Price Patterns and Submarkets in Shanghai Before and After COVID-19
by Yunjie Feng, Zihan Xu, Jiaxin Qi and Yao Shen
Land 2025, 14(10), 2008; https://doi.org/10.3390/land14102008 - 7 Oct 2025
Viewed by 120
Abstract
Housing markets worldwide have undergone major disruptions during the COVID-19 period, raising questions about how systemic shocks reshape housing preferences and spatial structures. This study develops an integrated spatial framework to examine multi-dimensional housing market restructuring, combining global and local modelling with network-based [...] Read more.
Housing markets worldwide have undergone major disruptions during the COVID-19 period, raising questions about how systemic shocks reshape housing preferences and spatial structures. This study develops an integrated spatial framework to examine multi-dimensional housing market restructuring, combining global and local modelling with network-based submarket delineation. Using Shanghai as a case study, we compare pre- and post-pandemic conditions (2019 and 2023) to explore fluctuations in housing prices, shifts in attribute effects, and reconfiguration of submarkets. The results reveal highly differentiated market responses across space. A dual restructuring is observed: decentralisation within the urban core and reinforced integration of outer-peripheral areas into the metropolitan centre, suggesting a gradual transition from a monocentric system towards a more polycentric and context-dependent housing landscape. Methodologically, the study proposes a transferable framework for analysing spatial restructuring under systemic shocks. Empirically, it provides fine-grained evidence of housing market reconfiguration across spatial scales, offering practical insights for spatially informed urban planning and housing market management. Full article
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16 pages, 1197 KB  
Article
Longitudinal Evaluation of Humoral and Cellular Immunity After BNT162b2 COVID-19 Vaccination: Influence of Booster Type, Infection and Chronic Health Conditions
by Chiara Orlandi, Ilaria Conti, Davide Torre, Simone Barocci, Mauro Magnani, Giuseppe Stefanetti and Anna Casabianca
Vaccines 2025, 13(10), 1031; https://doi.org/10.3390/vaccines13101031 - 2 Oct 2025
Viewed by 417
Abstract
Background/Objectives: Understanding the durability of immunity induced by mRNA COVID-19 vaccines, especially in individuals with chronic health conditions, remains essential for guiding booster strategies. We conducted a longitudinal study to evaluate humoral and cellular immune responses up to 21 months after a primary [...] Read more.
Background/Objectives: Understanding the durability of immunity induced by mRNA COVID-19 vaccines, especially in individuals with chronic health conditions, remains essential for guiding booster strategies. We conducted a longitudinal study to evaluate humoral and cellular immune responses up to 21 months after a primary two-dose BNT162b2 vaccination followed by a booster, either homologous (BNT162b2) or heterologous (mRNA-1273). Methods: Twenty-eight adults, mostly with chronic conditions, were assessed at approximately 9, 12 and 21 months post-primary vaccination. Serum anti-trimeric Spike IgG levels were quantified, and peripheral blood mononuclear cells were analyzed at 21 months for Spike-specific memory B-cell and T-cell responses by flow cytometry. Results: Participants were stratified by booster type, prior SARS-CoV-2 infection and health status. Anti-Spike IgG persisted in all participants but declined over time. The heterologous mRNA-1273 booster induced higher antibody titers at 9 months, while the homologous BNT162b2 booster led to more sustained antibody levels and higher frequencies of Spike-specific memory B cells at 21 months. Prior infection significantly enhanced antibody titers, particularly in homologous booster recipients. Surprisingly, individuals with chronic health conditions exhibited equal or higher antibody levels compared to healthy participants at all time points. At 21 months, robust Spike-specific class-switched memory B cells and polyfunctional CD4+ and CD8+ T-cell responses were detected. Conclusions: These findings demonstrate that BNT162b2 vaccination elicits durable, multi-layered immunity lasting nearly two years, even in individuals with chronic conditions, and support the use of both homologous and heterologous mRNA boosters to sustain protection in diverse populations. Full article
(This article belongs to the Special Issue 3rd Edition: Safety and Autoimmune Response to SARS-CoV-2 Vaccination)
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15 pages, 1496 KB  
Article
High Free IgE and Mast Cell Activation in Long COVID: Mechanisms of Persistent Immune Dysregulation
by Sylvia Genova, Mina Pencheva, Hasan Burnusuzov, Martina Bozhkova, Georgi Kulinski, Stefka Kostyaneva, Eduard Tilkiyan and Tsvetana Abadjieva
Life 2025, 15(10), 1538; https://doi.org/10.3390/life15101538 - 1 Oct 2025
Viewed by 474
Abstract
Background: Elevated serum IgE has been reported in severe COVID-19, suggesting that mast cell activation, allergic-like responses, and possible viral immune evasion occur. Objective: This study aimed to assess serum IgE, IgG, eosinophils, basophils, IL-10, and IL-33 in COVID-19 patients, and evaluate the [...] Read more.
Background: Elevated serum IgE has been reported in severe COVID-19, suggesting that mast cell activation, allergic-like responses, and possible viral immune evasion occur. Objective: This study aimed to assess serum IgE, IgG, eosinophils, basophils, IL-10, and IL-33 in COVID-19 patients, and evaluate the infiltration of mast cells, basophils, and plasma cells in fatal cases. Methods: This retrospective study included 21 patients with severe COVID-19 or related respiratory conditions hospitalized in Plovdiv, Bulgaria (February 2020–May 2022). Serum immunoglobulins were quantified via immunoassays; IL-10 and IL-33 were also measured. Lung tissues from 30 autopsies were examined histologically and immunohistochemically using CD117 (mast cells) and CD138 (plasma cells). Results: Elevated IgE (>100 IU/mL) occurred in 10/21 patients, with two patients exhibiting levels exceeding 1000 IU/mL. High IgE correlated with reduced eosinophils and basophils, except in post-COVID lobar pneumonia. IL-10 was significantly increased, while IL-33 was reduced in acute and long COVID. Lung histology showed the accumulation of mast cells and plasma cells (5–20/field) during the diffuse alveolar damage and acute respiratory distress syndrome (ARDS) phases, but not in later fibrotic stages. Basophils are located near capillary basement membranes and the endothelium. Conclusions: SARS-CoV-2 may induce IgE-driven allergic-like mechanisms that contribute to severity. Monitoring IgE and mast cell activity may provide prognostic and therapeutic value, while elevated IgG4 could mitigate the effects of IgE. Full article
(This article belongs to the Special Issue Research on Viral Infections and Immune Regulation Mechanisms)
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18 pages, 616 KB  
Systematic Review
Symptomatology of Long COVID Associated with Inherited and Acquired Thrombophilic Conditions: A Systematic Review
by Amelia Mae Heath and Dan Li
Viruses 2025, 17(10), 1315; https://doi.org/10.3390/v17101315 - 28 Sep 2025
Viewed by 305
Abstract
Thrombophilic conditions, conditions where blood has a tendency to form thrombi due to abnormal coagulatory processes, can affect the trajectory of diseases such as Post-Acute Sequelae of SARS-CoV-2 Infection, better known as Long COVID (LC), by worsening symptoms and complicating outlooks. As a [...] Read more.
Thrombophilic conditions, conditions where blood has a tendency to form thrombi due to abnormal coagulatory processes, can affect the trajectory of diseases such as Post-Acute Sequelae of SARS-CoV-2 Infection, better known as Long COVID (LC), by worsening symptoms and complicating outlooks. As a comorbidity in pro-coagulatory diseases such as COVID-19 and LC, patients with thrombophilic conditions may experience worse symptoms than their peers, due to this elevated level of hypercoagulation. A 15-week literature review through the public PubMed database was conducted to investigate the severity, mechanisms, and symptom profiles of thrombophilic patients with LC. Papers were only included if samples included participants with pre-existing tendencies for hypercoagulable states, and confirmation of SARS-CoV-2 infection via a Polymerase Chain Reaction test. Each paper included in this review was analyzed by topic and assessed for eligibility against the Joanna Briggs Institute’s Critical Appraisal tool. Each paper was also assessed for biases. Results from the 6 papers included in this review showed that LC could be predicted following COVID-19 illness by a hypercoagulable blood profile, indicating that LC may be linked to chronic hypercoagulation and inflammation post-infection. Additionally, symptoms linked to microthrombi formation, such as hair loss, arrhythmia, and dizziness, were exhibited more frequently in patients with thrombophilia and/or thrombophilic conditions, indicating that those with thrombophilic conditions may exhibit unique LC symptom profiles compared to healthy controls. This paper’s research is preliminary and thus is limited in the strength of its findings; However, further research into LC and its interactions with co-morbidities like thrombophilic conditions would aid in the development of better treatment plans for patients, such as the usage of anticoagulants or screening for hypercoagulable blood profiles post-COVID-19 to assess patient risk. 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, 5539 KB  
Article
Objective and Subjective Voice Outcomes in Post-COVID-19 Dysphonia: A High-Speed Videoendoscopy Pre–Post Study
by Joanna Jeleniewska, Jakub Malinowski, Ewa Niebudek-Bogusz and Wioletta Pietruszewska
J. Clin. Med. 2025, 14(19), 6861; https://doi.org/10.3390/jcm14196861 - 28 Sep 2025
Viewed by 307
Abstract
Background/Objectives: The post-COVID-19 condition frequently includes dysphonia. We aimed to assess objective and subjective voice disorders and short-term responses to multimodal therapy in patients with isolated post-COVID-19 dysphonia. Methods: This retrospective, single-center pre–post study screened 244 post-COVID-19 patients; a subset of [...] Read more.
Background/Objectives: The post-COVID-19 condition frequently includes dysphonia. We aimed to assess objective and subjective voice disorders and short-term responses to multimodal therapy in patients with isolated post-COVID-19 dysphonia. Methods: This retrospective, single-center pre–post study screened 244 post-COVID-19 patients; a subset of 14 with isolated dysphonia underwent standardized assessment at baseline and at 1-month follow-up. Patient-reported outcomes (Voice Handicap Index, VHI; Voice-Related Quality of Life, V-RQOL) and endoscopic evaluation were performed using videolaryngostroboscopy (LVS) and high-speed videoendoscopy (HSV) with kymographic analysis to quantify parameters describing vocal fold oscillations. The treatment included short-term systemic corticosteroids, inhaled corticosteroids, hyaluronic-acid inhalations, and structured voice therapy. Results: At baseline, HSV revealed signs of glottal insufficiency—irregular and asymmetric vocal fold motion, reduced amplitude and pliability, a disrupted mucosal wave, and an increased open quotient. At follow-up, HSV showed increased oscillation, amplitude, and cycle regularity with reduced left–right asymmetry and phase differences; phonovibrograms displayed clearer and more structured patterns. Perturbation indices decreased across jitter and shimmer measures, and the mean fundamental frequency was lower. Improvements in instrumental measures aligned with better VHI and V-RQOL scores. Conclusions: In patients with persistent dysphonia after acute SARS-CoV-2 infection, comprehensive ENT evaluation with instrumental laryngeal assessment is warranted. Short-term multimodal management was associated with improvements in both HSV-derived measures and patient-reported outcomes; confirmation in controlled studies is needed. Full article
(This article belongs to the Special Issue Sequelae of COVID-19: Clinical to Prognostic Follow-Up)
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12 pages, 1174 KB  
Article
Paediatric Emergency Injury Presentations During the COVID-19 Pandemic in Regional Victoria, Australia: A Silver Lining?
by Kate Kloot, Blake Peck and Daniel Terry
Emerg. Care Med. 2025, 2(4), 47; https://doi.org/10.3390/ecm2040047 - 27 Sep 2025
Viewed by 135
Abstract
Background/Objectives: The COVID-19 pandemic caused a widespread shift to remote work, significantly altering child supervision. In Australia, prolonged lockdowns created unique conditions where many parents were working from home while simultaneously caring for children. This study aimed to investigate potential changes in the [...] Read more.
Background/Objectives: The COVID-19 pandemic caused a widespread shift to remote work, significantly altering child supervision. In Australia, prolonged lockdowns created unique conditions where many parents were working from home while simultaneously caring for children. This study aimed to investigate potential changes in the epidemiology of paediatric injury-related presentations to emergency health services among children in Southwest Victoria, Australia, during the COVID-19 pandemic. Methods: A retrospective cross-sectional study was conducted using deidentified emergency presentation data from ten health services in regional Victoria for children aged 0–14 years between 2018 and 2023. Injury data were analysed across three timeframes (Pre-COVID, COVID, Post-COVID). Chi-squared tests assessed differences in injury presentations by age, gender, and service type. Significance was determined at p < 0.05. Results: A total of 21,072 child injury-related presentations occurred. Males accounted for 57.6% of presentations, with the 10–14 age group comprising 39.8% of cases. During lockdown, injury presentations increased among 0–4-year-old females (from 30.2% to 32.0%), likely reflecting reduced supervision as parents juggled work-from-home responsibilities. Conversely, rates declined among older children, particularly 10–14-year-olds, potentially due to reduced participation in sports and outdoor activities. More than half of all cases (59.1%) were presented to Victorian Emergency Minimum Dataset (VEMD)-reporting emergency departments. Conclusions: The shift to working from home during the pandemic had a measurable impact on childhood injury patterns, particularly among younger children. These findings highlight the importance of considering parental work and childcare arrangements in injury prevention strategies and highlight the benefits of additional regional data to provide a more accurate picture of regional health service use. Full article
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18 pages, 301 KB  
Article
An Empirical Comparative Analysis of the Gold Market Dynamics of the Indian and U.S. Commodity Markets
by Swaty Sharma, Munish Gupta, Simon Grima and Kiran Sood
J. Risk Financial Manag. 2025, 18(10), 543; https://doi.org/10.3390/jrfm18100543 - 25 Sep 2025
Viewed by 574
Abstract
This study examines the dynamic relationship between the gold markets of India and the United States from 2005 to 2025. Recognising gold’s role as a hedge and safe-haven during market uncertainty, we employ the Autoregressive Distributed Lag (ARDL) model to assess long-term co-integration [...] Read more.
This study examines the dynamic relationship between the gold markets of India and the United States from 2005 to 2025. Recognising gold’s role as a hedge and safe-haven during market uncertainty, we employ the Autoregressive Distributed Lag (ARDL) model to assess long-term co-integration and apply the Toda–Yamamoto causality test to evaluate directional influences. Additionally, the Generalised Autoregressive Conditional Heteroskedasticity (GARCH) (1, 1) model is applied to examine volatility spillovers. Results reveal no long-term co-integration between the two markets, suggesting they function independently over time. However, unidirectional causality is observed from the U.S. to the Indian gold market, and the GARCH model confirms bidirectional volatility transmission, indicating interconnected short-run dynamics. These findings imply that gold market shocks in one country may affect short-term pricing in the other, but not long-term trends. From a portfolio diversification and risk management perspective, investors may benefit from allocating assets across both markets. This study contributes a novel empirical framework by integrating ARDL, Toda–Yamamoto Granger causality, and GARCH(1, 1) models over a two-decade period (2005–2025), incorporating post-COVID market dynamics. The combination of these methods, applied to both an emerging (India) and developed (U.S.) economy, provides a comprehensive understanding of gold market interdependence. In doing this, the paper offers valuable insights into causality, volatility transmission, and diversification potential. The econometric rigour of the study is enhanced through residual diagnostic tests, including tests of normality, autocorrelation, and other heteroscedasticity tests, as well as VAR stability tests. These ensure strong inference and model validity; more specifically, they are pertinent to the analysis of financial time series. Full article
(This article belongs to the Section Financial Markets)
9 pages, 502 KB  
Brief Report
Serological Response After the Fourth Dose of COVID-19 Vaccine in Highly Immunosuppressed Patients
by Abelardo Claudio Fernández Chávez, Paula Navarro López, Ana De Andrés Martín, Daniel Leonardo Sánchez Carmona, Guillermo Yovany Ordoñez León and Jesús María Aranaz Andrés
Vaccines 2025, 13(10), 994; https://doi.org/10.3390/vaccines13100994 - 23 Sep 2025
Viewed by 389
Abstract
Introduction (Objectives): This study aimed to evaluate the serological response to a fourth dose of mRNA COVID-19 vaccine in patients with conditions that confer a high risk of severe disease, particularly those with high-level immunosuppression. Methods: An observational study was conducted at the [...] Read more.
Introduction (Objectives): This study aimed to evaluate the serological response to a fourth dose of mRNA COVID-19 vaccine in patients with conditions that confer a high risk of severe disease, particularly those with high-level immunosuppression. Methods: An observational study was conducted at the Ramón y Cajal University Hospital between February and August 2022. Adults (≥18 years) with high-risk conditions who had received four doses of either BNT162b2 or mRNA-1273 were included. Anti-spike IgG levels were measured ≥14 days post-vaccination. An adequate response was defined as an antibody concentration ≥260 BAU/mL. Results: A total of 943 patients were analyzed; 846 (89.7%) achieved an adequate response. In the bivariate analysis, patients aged 60–74 years had a higher risk of inadequate response compared to those aged 18–39 years (OR 1.824 vs. OR 0.257). Female sex was associated with a higher risk of inadequate response (OR 1.522; 95% CI: 0.974–2.371). In multivariable logistic regression, patients with high immunosuppression had a higher, though not statistically significant, risk of inadequate response compared with those without. Discussion: Our findings are consistent with international evidence suggesting that age and certain clinical factors reduce vaccine immunogenicity. The observed paradoxical effect of sex could reflect the higher prevalence of aggressive immunosuppressive therapies among women in the study cohort. Conclusions: Most immunosuppressed patients achieved seroconversion after the fourth dose. These results underscore the need for tailored vaccination strategies and additional measures in highly immunosuppressed subgroups. Full article
(This article belongs to the Special Issue Immunization of Immunosuppressed Patients)
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12 pages, 830 KB  
Article
Association Between Vitamin D Levels and Long COVID Signs and Symptoms
by Karn Matangkha, Vichit Punyahotara, Jarasphol Rintra and Phakkharawat Sittiprapaporn
Med. Sci. 2025, 13(3), 199; https://doi.org/10.3390/medsci13030199 - 18 Sep 2025
Viewed by 1472
Abstract
Background: “Long COVID” refers to a condition in which individuals continue to experience persistent signs and symptoms even after recovering from the initial COVID-19 infection. Signs and symptoms that persist can affect multiple organs in the body. Vitamin D is an essential nutrient [...] Read more.
Background: “Long COVID” refers to a condition in which individuals continue to experience persistent signs and symptoms even after recovering from the initial COVID-19 infection. Signs and symptoms that persist can affect multiple organs in the body. Vitamin D is an essential nutrient that plays a crucial role, particularly in the immune system, and may be linked to the development of long COVID. Objective: The study aimed to investigate the association between vitamin D levels and the prevalence of long COVID signs and symptoms in COVID-19 patients. Materials and Methods: The study enrolled 170 COVID-19 patients with mild signs and symptoms and confirmed COVID-Ag or RT-PCR tests. The subjects were aged 18–59 years. All patients had 25(OH)D levels measured within 60 days of COVID-19 diagnosis and had been followed for at least 3 months post-infection. Data collected included demographic characteristics, serum 25(OH)D levels, and self-reported long COVID signs and symptoms questionnaire responses. Results: The study results indicated a female-to-male ratio of 1.1:1 and a mean age of 45.87 ± 8.65 years; of these, 62.4% received three doses of the COVID-19 vaccine, and 64.7% developed long COVID. The most prevalent signs and symptoms were respiratory (55.3%), skin (50.6%), and general (39.4%). The median blood vitamin D level was 22.96 ng/mL, with 41.2% of subjects having insufficient levels, 30.6% having deficient levels, and 28.2% having sufficient levels. Patients with long COVID had significantly lower vitamin D levels compared with those without long COVID (21.52 ng/mL vs. 25.46 ng/mL; p < 0.05). Multivariable analysis found that vitamin D deficiency was significantly associated with overall long COVID signs and symptoms (Adj. OR, 5.80 [95% CI: 2.10, 16.13]). Additionally, vitamin D deficiency significantly increased the number of long COVID systemic signs and symptoms (Adj. IRR, 3.30 [2.12, 5.12]). Conclusion: Assessing and maintaining vitamin D levels, vitamin D supplementation, and sunlight exposure in COVID-19 patients can reduce the risk and severity of long-term COVID-19 signs and symptoms. Full article
(This article belongs to the Section Pneumology and Respiratory Diseases)
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20 pages, 2051 KB  
Article
A Study on the Evolution of Online Public Opinion During Major Public Health Emergencies Based on Deep Learning
by Yimin Yang, Julin Wang and Ming Liu
Mathematics 2025, 13(18), 3021; https://doi.org/10.3390/math13183021 - 18 Sep 2025
Viewed by 303
Abstract
This study investigates the evolution of online public opinion during the COVID-19 pandemic by integrating topic mining with sentiment analysis. To overcome the limitations of traditional short-text models and improve the accuracy of sentiment detection, we propose a novel hybrid framework that combines [...] Read more.
This study investigates the evolution of online public opinion during the COVID-19 pandemic by integrating topic mining with sentiment analysis. To overcome the limitations of traditional short-text models and improve the accuracy of sentiment detection, we propose a novel hybrid framework that combines a GloVe-enhanced Biterm Topic Model (BTM) for semantic-aware topic clustering with a RoBERTa-TextCNN architecture for deep, context-rich sentiment classification. The framework is specifically designed to capture both the global semantic relationships of words and the dynamic contextual nuances of social media discourse. Using a large-scale corpus of more than 550,000 Weibo posts, we conducted comprehensive experiments to evaluate the model’s effectiveness. The proposed approach achieved an accuracy of 92.45%, significantly outperforming baseline transformer-based baseline representative of advanced contextual embedding models across multiple evaluation metrics, including precision, recall, F1-score, and AUC. These results confirm the robustness and stability of the hybrid design and demonstrate its advantages in balancing precision and recall. Beyond methodological validation, the empirical analysis provides important insights into the dynamics of online public discourse. User engagement is found to be highest for the topics directly tied to daily life, with discussions about quarantine conditions alone accounting for 42.6% of total discourse. Moreover, public sentiment proves to be highly volatile and event-driven; for example, the announcement of Wuhan’s reopening produced an 11% surge in positive sentiment, reflecting a collective emotional uplift at a major turning point of the pandemic. Taken together, these findings demonstrate that online discourse evolves in close connection with both societal conditions and government interventions. The proposed topic–sentiment analysis framework not only advances methodological research in text mining and sentiment analysis, but also has the potential to serve as a practical tool for real-time monitoring online opinion. By capturing the fluctuations of public sentiment and identifying emerging themes, this study aims to provide insights that could inform policymaking by suggesting strategies to guide emotional contagion, strengthen crisis communication, and promote constructive public debate during health emergencies. Full article
(This article belongs to the Special Issue AI, Machine Learning and Optimization)
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16 pages, 495 KB  
Article
Slomads Rising: Structural Shifts in U.S. Airbnb Stay Lengths During and After the Pandemic (2019–2024)
by Harrison Katz and Erica Savage
Tour. Hosp. 2025, 6(4), 182; https://doi.org/10.3390/tourhosp6040182 - 17 Sep 2025
Viewed by 611
Abstract
Background. Length of stay, operationalized here as nights per booking (NPB), is a first-order driver of yield, labor planning, and environmental pressure. The COVID-19 pandemic and the rise of long-stay remote workers (often labeled “slomads”, a slow-travel subset of digital nomads) plausibly altered [...] Read more.
Background. Length of stay, operationalized here as nights per booking (NPB), is a first-order driver of yield, labor planning, and environmental pressure. The COVID-19 pandemic and the rise of long-stay remote workers (often labeled “slomads”, a slow-travel subset of digital nomads) plausibly altered stay-length distributions, yet national, booking-weighted evidence for the United States remains scarce. Purpose. This study quantifies COVID-19 pandemic-era and post-pandemic shifts in U.S. Airbnb stay lengths, and identifies whether higher averages reflect (i) more long stays or (ii) longer long stays. Methods. Using every U.S. Airbnb reservation created between 1 January 2019 and 31 December 2024 (collapsed to booking-count weights), the analysis combines: weighted descriptive statistics; parametric density fitting (Gamma, log-normal, Poisson–lognormal); weighted negative-binomial regression with month effects; a two-part (logit + NB) model for ≥28-night stays; and a monthly SARIMA(0,1,1)(0,1,1)12 with COVID-19 pandemic-phase indicators. Results. Mean NPB rose from 3.68 pre-COVID-19 to 4.36 during restrictions and then stabilized near 4.07 post-2021 (≈10% above 2019); the booking-weighted median shifted permanently from 2 to 3 nights. A two-parameter log-normal fits best by wide AIC/BIC margins, consistent with a heavy-tailed distribution. Negative-binomial estimates imply post-vaccine bookings are 6.5% shorter than restriction-era bookings, while pre-pandemic bookings are 16% shorter. In a two-part (threshold) model at 28 nights, the booking share of month-plus stays rose from 1.43% (pre) to 2.72% (restriction) and settled at 2.04% (post), whereas the conditional mean among long stays was in the mid-to-high 50 s (≈55–60 nights) and varied modestly across phases. Hence, a higher average NPB is driven primarily by a greater prevalence of month-plus bookings. A seasonal ARIMA model with pandemic-phase dummies improves fit over a dummy-free specification (likelihood-ratio = 8.39, df = 2, p = 0.015), indicating a structural level shift rather than higher-order dynamics. Contributions. The paper provides national-scale, booking-weighted evidence that U.S. short-term-rental stays became durably longer and more heavy-tailed after 2020, filling a gap in the tourism and revenue-management literature. Implications. Heavy-tailed pricing and inventory policies, and explicit regime indicators in forecasting, are recommended for practitioners; destination policy should reflect the larger month-plus segment. Full article
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Article
Vitamin D Status in Children: Romania’s National Vitamin D Screening Programme in Context of the COVID-19 Pandemic
by Mădălin-Marius Margan, Alexandru Alexandru, Cristiana-Smaranda Ivan, Estera Boeriu, Sonia Tanasescu, Ada Maria Cârstea, Norberth-Istvan Varga, Roxana Margan, Alexandru Cristian Cindrea and Rodica Anamaria Negrean
Med. Sci. 2025, 13(3), 193; https://doi.org/10.3390/medsci13030193 - 16 Sep 2025
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Abstract
Background and Objectives: Vitamin D deficiency affects bone health and immune function, especially in children. While universal screening is not cost-effective, targeted screening and supplementation strategies have proven effective. This study evaluates the effectiveness of Romania’s National Vitamin D Screening Programme in detecting [...] Read more.
Background and Objectives: Vitamin D deficiency affects bone health and immune function, especially in children. While universal screening is not cost-effective, targeted screening and supplementation strategies have proven effective. This study evaluates the effectiveness of Romania’s National Vitamin D Screening Programme in detecting vitamin D deficiency in paediatric patients, while also accounting for the impact of the COVID-19 pandemic. Materials and Methods: This retrospective observational study assessed the effectiveness of Romania’s National Vitamin D Screening Initiative in detecting vitamin D deficiency among children admitted to the Clinical Emergency Hospital for Children “Louis Țurcanu”, Timișoara, from January 2018 to December 2024. Serum 25-hydroxyvitamin D levels were analysed in 3596 tested patients out of 22,353 total admitted patients, to evaluate trends from before, during, and after the COVID-19 pandemic. Patients aged 0–18 with at least one admission were included, regardless of diagnosis. Patients in ICU, surgical departments, non-Romanian citizens, and those with life-threatening conditions were excluded. Logistic regression analysis was used to assess programme impact and risk factors for vitamin D insufficiency. Results: The study population had a mean age of 5.36 years, with 53.57% male patients. Patient admissions dropped significantly during pandemic years (mean of 2057 annually in 2020–2022 vs. 4045.5 in pre-/post-pandemic years). Vitamin D insufficiency (<20 ng/mL) peaked at 33.3% in 2020 and 32.5% in 2023, with lowest rates in 2019 (17.2%) and 2021 (16.5%). The National Screening Programme implementation resulted in 57.1% higher odds of vitamin D testing in 2023–2024 compared with 2018–2019 (adjusted OR = 1.571, 95% CI: 1.429–1.726, p < 0.001), with testing rates increasing from 12.6% to 17.5%. Age emerged as the strongest predictor of vitamin D insufficiency, with each additional year associated with 8–9% increased odds of deficiency. Conclusions: The National Vitamin D Screening Programme significantly enhanced detection of vitamin D insufficiency in paediatric populations, despite pandemic-related disruptions. An optimal testing rate of approximately 17% was identified for balancing detection efficiency with resource utilisation. These findings underscore the need for sustained risk-based screening programmes and public health education initiatives to address vitamin D insufficiency in children, particularly in developing countries with limited healthcare resources. Full article
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