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Search Results (848)

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Keywords = post-COVID-19 condition

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12 pages, 229 KB  
Article
Impact of the COVID-19 Pandemic on Children with ASD and ADHD in Northern Greece: A Pilot Study
by Efterpi Pavlidou, Anna Samara, Sofia Michailidou, Maria Kinali, Martha Spilioti and Nafsika Ziavra
Brain Sci. 2025, 15(11), 1212; https://doi.org/10.3390/brainsci15111212 - 10 Nov 2025
Abstract
Background/Objectives: The COVID-19 pandemic profoundly disrupted the daily lives of children with neurodevelopmental disorders, particularly Autism Spectrum Disorder (ASD) and Attention-Deficit/Hyperactivity Disorder (ADHD). Lockdowns, therapy interruptions, and reduced access to educational and healthcare services significantly affected developmental progress and family functioning. This pilot [...] Read more.
Background/Objectives: The COVID-19 pandemic profoundly disrupted the daily lives of children with neurodevelopmental disorders, particularly Autism Spectrum Disorder (ASD) and Attention-Deficit/Hyperactivity Disorder (ADHD). Lockdowns, therapy interruptions, and reduced access to educational and healthcare services significantly affected developmental progress and family functioning. This pilot study aimed to assess the long-term impact of the pandemic on children with ASD and ADHD in Northern Greece and to explore consequences for their families in the post-pandemic period. Methods: Parents or legal guardians of 72 children (ages 2–17 years) with confirmed diagnoses of ASD (n = 57) or ADHD (n = 15) participated. A structured 25-item questionnaire captured information on developmental, psychological, and social functioning, family well-being, therapy disruption, screen use, and access to online support. Data were collected across urban, semi-urban, and rural areas of Northern Greece over six months. Descriptive and inferential analyses were performed. Results: Most participants were boys (77.8%) and in primary school (73.6%). Common co-occurring conditions included learning difficulties (33.3%), anxiety (8.3%), and epilepsy (6.9%). Nearly half of families (45.8%) reported therapy reductions exceeding 70%, while 29.2% accessed online therapy, often with limited perceived effectiveness. New behavioral symptoms emerged in 45.8% of children, including irritability, anxiety, and emotional instability. Parental psychological distress was reported by 29.2% of caregivers. Screen time increased in over 90% of cases, and 87.5% of parents perceived the pandemic as negatively affecting their child. Financial strain was noted by 37.5% of families. Conclusions: The findings highlight the significant developmental, psychological, and social consequences of the COVID-19 pandemic for children with ASD and ADHD and their families. Service disruptions, unmet therapeutic needs, and increased caregiver burden emphasize the urgency of sustainable, flexible care models. Strengthening telehealth, integrating community-based interventions, and enhancing educational accommodations are essential for resilience in the post-pandemic era. Full article
16 pages, 262 KB  
Article
Comprehensive Assessment of Autonomic Nervous System Profiles in Postural Orthostatic Tachycardia Syndrome Among Syncope, Chronic Fatigue, and Post-COVID-19 Patients
by Branislav Milovanovic, Nikola Markovic, Masa Petrovic, Vasko Zugic, Milijana Ostojic and Milovan Bojic
Diagnostics 2025, 15(22), 2824; https://doi.org/10.3390/diagnostics15222824 - 7 Nov 2025
Viewed by 191
Abstract
Background/Objectives: Postural orthostatic tachycardia syndrome (POTS) is a form of dysautonomia characterized by excessive tachycardia during orthostatic stress. It is frequently observed in patients with syncope, Chronic Fatigue Syndrome (CFS), and post-COVID-19 syndrome (PCS), yet the underlying mechanisms may differ across these [...] Read more.
Background/Objectives: Postural orthostatic tachycardia syndrome (POTS) is a form of dysautonomia characterized by excessive tachycardia during orthostatic stress. It is frequently observed in patients with syncope, Chronic Fatigue Syndrome (CFS), and post-COVID-19 syndrome (PCS), yet the underlying mechanisms may differ across these conditions. This study aimed to assess autonomic nervous system (ANS) function in patients with syncope, CFS of insidious onset, and CFS post-COVID-19 who presented with POTS, and to compare them with age- and sex-matched patients without POTS. Methods: In this retrospective cross-sectional study, 138 patients over 18 years of age were included following head-up tilt testing (HUTT). Patients were divided into six groups: syncope with and without POTS, CFS with insidious onset with and without POTS, and CFS post-COVID-19 with and without POTS. All participants underwent HUTT, cardiovascular reflex testing (CART) by Ewing, five-minute resting ECG with short-term Heart Rate Variability (HRV) analysis, and 24 h Holter ECG monitoring. Results: The prevalence of POTS across groups ranged from 5% to 7%. Female predominance was consistent across all subgroups. In syncope with POTS, hypertensive responses during HUTT, lower rates of normal Valsalva maneuver results, and reduced HF values in short-term HRV suggested baroreceptor dysfunction with sympathetic overdrive. In both CFS subgroups with POTS, CART revealed higher rates of definite parasympathetic dysfunction, along with more frequent extreme blood pressure variation during HUTT and reduced vagally mediated HRV parameters (rMSSD, pNN50). Across groups, no significant differences were observed with regard to long-term HRV across groups. Conclusions: Distinct autonomic profiles were identified in POTS patients depending on the underlying condition. Syncope-related POTS was associated with baroreceptor dysfunction and sympathetic predominance, whereas CFS-related POTS was characterized by parasympathetic impairment and impaired short-term baroreflex regulation. Evaluating dysautonomia patterns across disease contexts may inform tailored therapeutic strategies and improve management of patients with POTS. Full article
(This article belongs to the Section Clinical Diagnosis and Prognosis)
13 pages, 978 KB  
Article
Adverse Reactions to CT Contrast Agents: A 10-Year Study of Clinical and Environmental Risk Factors
by Min-gyu Kim, Hojin Kim, Kwangmin Lee, Wonseok Yang, Eun-ju Kang and Yongsu Yoon
Diagnostics 2025, 15(22), 2820; https://doi.org/10.3390/diagnostics15222820 - 7 Nov 2025
Viewed by 325
Abstract
Background: Iodinated contrast agents are widely used in computed tomography (CT) imaging; however, they can cause adverse drug reactions (ADRs) ranging from mild hypersensitivity to severe anaphylaxis. While several clinical risk factors have been identified, large–scale studies incorporating environmental variables remain limited. [...] Read more.
Background: Iodinated contrast agents are widely used in computed tomography (CT) imaging; however, they can cause adverse drug reactions (ADRs) ranging from mild hypersensitivity to severe anaphylaxis. While several clinical risk factors have been identified, large–scale studies incorporating environmental variables remain limited. This study aimed to assess the prevalence and predictors of contrast agent-related ADRs over a 10-year period. Methods: We retrospectively analyzed 221,962 adult outpatients who underwent contrast-enhanced CT between January 2014 and December 2023 at a single tertiary center: Patient characteristics, clinical conditions (e.g., hypertension, allergy history), contrast agent types, premedication status, seasonal trends, temperature, and humidity were examined. ADRs were categorized as mild, moderate, or severe based on American College of Radiology (ACR) guidelines. Logistic regression was used to identify independent predictors. Results: The overall prevalence of ADRs was 0.64% (1423 cases). ADRs were more frequent in females, younger patients, and those receiving premedication. Seasonal and environmental patterns were evident: higher ADR rates occurred in summer and autumn, with positive correlations to ambient temperature and humidity. Among contrast agents, Ioversol (1.4%) and Iomeprol (1.2%) showed the highest ADR rates. The prevalence of mild ADRs increased in the post–COVID-19 period, while that of moderate reactions declined. Conclusions: This real–world study identified multiple clinical and environmental factors associated with ADRs to iodinated contrast agents in CT imaging. The findings suggest the importance of individualized risk assessment and the consideration of environmental factors when planning contrast administration. Full article
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35 pages, 499 KB  
Article
A Mixed-Methods Evaluation of a Post-COVID-Condition Rehabilitation and Recovery Intervention Delivered in a Football Club Community Trust
by Steven Rimmer, Adam J. Herbert, Adam L. Kelly, Irfan Khawaja, Sam Lee and Lewis A. Gough
Int. J. Environ. Res. Public Health 2025, 22(11), 1672; https://doi.org/10.3390/ijerph22111672 - 4 Nov 2025
Viewed by 304
Abstract
Aim: Post-COVID condition (PCC) is largely considered the biggest public health emergency in recent times. The role of exercise therapy in PCC is currently unknown, and evaluative studies are currently lacking in this area. This study therefore aimed to evaluate the effects of [...] Read more.
Aim: Post-COVID condition (PCC) is largely considered the biggest public health emergency in recent times. The role of exercise therapy in PCC is currently unknown, and evaluative studies are currently lacking in this area. This study therefore aimed to evaluate the effects of a football club community trust exercise rehabilitation programme on physical function and quality of life in individuals with PCC. Method: A mixed-methods retrospective design was employed, utilising a framework to assess the programme’s reach, effectiveness, adoption, implementation, and maintenance (RE-AIM). Quantitative data (questionnaires and physiological assessments) were collected at baseline, 6 weeks, and 12 weeks during the programme, and at 6 months post-intervention (n = 7). Qualitative data were gathered through semi-structured focus groups at week 12 (n = 7) and 12 months (n = 5) post-intervention. Quantitative data and qualitative data were analysed using repeated measures ANOVAs and thematic analysis, respectively. Results: The programme led to significant improvements in physical function, including increased six-minute walking distance (6MWT, p < 0.001), one-minute sit-to-stand repetitions (1MSST, p < 0.035), and lung function (spirometry; MIP: p = 0.048, MEP: p = 0.024). Participants also reported enhanced QoL (HRQoL-14, p = 0.004), reduced anxiety (GAD-7, p = 0.008) and depression (PHQ-9, p = 0.008), and increased confidence and self-efficacy. The programme was well-received, with participants valuing the supportive environment and personalised approach. Conclusions: Football community trust exercise rehabilitation programmes can effectively improve physical function and quality of life in individuals with PCC, offering a promising model for community-based rehabilitation. Further studies are needed with larger sample sizes to assess the scalability of similar programmes. Full article
(This article belongs to the Section Exercise and Health-Related Quality of Life)
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18 pages, 267 KB  
Article
Can Project Team Members’ Willingness to Disclose Past Performance During Procurement Improve Organizational Business Process Success?
by Kenneth David Strang and Narasimha Rao Vajjhala
Information 2025, 16(11), 955; https://doi.org/10.3390/info16110955 - 4 Nov 2025
Viewed by 276
Abstract
Projects continue to fail approximately half the time, both before and after the COVID-19 pandemic. While prior studies highlight the influence of project leadership and individual competencies, little is known about whether team members’ willingness to disclose past performance can improve team allocation [...] Read more.
Projects continue to fail approximately half the time, both before and after the COVID-19 pandemic. While prior studies highlight the influence of project leadership and individual competencies, little is known about whether team members’ willingness to disclose past performance can improve team allocation decisions and enhance business process success. However, we do not know if team members’ willingness to disclose their past performance may improve teamwork allocation in projects, thereby increasing business process success while reducing the likelihood of the project failing. We applied a rigorous post-positivist research design using correlation, conditioned correlation, t-tests, and ordinary least squares (OLS) linear regression to test the hypotheses. Controlling established predictors including budget, end user community size, and certification, we found that team members’ willingness to share their past performance evaluations significantly improved project success, increasing explained variance from 9.6% to 18.8%. The results indicate that transparency factors—specifically, willingness to share past performance—outweigh traditional resource allocation variables in predicting Fintech project outcomes, explaining an additional 19% of the variance in project success. Full article
(This article belongs to the Section Information Processes)
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26 pages, 1392 KB  
Review
Long-Term Complications of Multisystem Inflammatory Syndrome in Children and Adults Post-COVID-19: A Systematic Review
by Sanish Varghese, Ibrahim Al-Hassani, Ubaida Al-Aani, Noor J. Rob, Sara Al-Mannai, Aayami Jaguri, Reel A. Yousif, Aisha Al-Mulla, Fathima F. Palayangal, Sa’ad Laws, Dana Al-Ali and Dalia Zakaria
Int. J. Mol. Sci. 2025, 26(21), 10695; https://doi.org/10.3390/ijms262110695 - 3 Nov 2025
Viewed by 386
Abstract
The SARS-CoV-2 pandemic has posed global medical challenges due to its ability to affect multiple organ systems. Among the post-COVID-19 complications, multisystem inflammatory syndrome has emerged as a severe condition affecting both children (MIS-C) and adults (MIS-A). This review aims to compile and [...] Read more.
The SARS-CoV-2 pandemic has posed global medical challenges due to its ability to affect multiple organ systems. Among the post-COVID-19 complications, multisystem inflammatory syndrome has emerged as a severe condition affecting both children (MIS-C) and adults (MIS-A). This review aims to compile and analyze published data to investigate clinical characteristics, laboratory findings, and outcomes of MIS post-COVID-19. A comprehensive search of various databases was conducted to identify studies reporting MIS-related complications in pediatric and adult populations post-COVID-19 infection. Screening, data extraction, and cross-checking were performed by two independent reviewers. Only 64 studies met our inclusion criteria, and compiled results revealed that cardiac complications were the predominant manifestation followed by gastrointestinal, hematologic, neurological, and mucocutaneous involvement. Laboratory findings consistently demonstrated elevated inflammatory markers including CRP, ferritin, D-dimer, and IL-6. Most patients required hospitalization, and many needed intensive care; treatment typically involved IVIG, corticosteroids, and biologic therapies. While most patients recovered, a subset experienced persistent complications. These findings highlight the importance of early recognition, multidisciplinary management, and structured follow-up for MIS. Future research is warranted to clarify the underlying mechanisms, risk factors, and long-term outcomes associated with MIS in post-COVID-19 patients. Full article
(This article belongs to the Special Issue Long-COVID and Its Complications)
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22 pages, 505 KB  
Article
Promising Concept, Challenging Implementation of a Minimally Invasive Intervention (MINI) to Identify Patients in Their Last Year of Life—A Multi-Methods Feasibility Study at a German University Hospital
by Alina Kasdorf, Belinda Werner, Jana Sophie Grimm, Gloria Dust, Steffen T. Simon, Raymond Voltz and Julia Strupp
Healthcare 2025, 13(21), 2784; https://doi.org/10.3390/healthcare13212784 - 3 Nov 2025
Viewed by 273
Abstract
Background/Objectives: Identifying patients with palliative care needs can be challenging in clinical practice. This study reports on the tailoring and evaluation of a minimally invasive intervention (MINI) to support early planning of palliative care in acute hospitals. The MINI includes the Surprise [...] Read more.
Background/Objectives: Identifying patients with palliative care needs can be challenging in clinical practice. This study reports on the tailoring and evaluation of a minimally invasive intervention (MINI) to support early planning of palliative care in acute hospitals. The MINI includes the Surprise Question (SQ) and the Supportive and Palliative Care Indicators Tool (SPICTTM) for health and social care professionals, as well as a patient Question Prompt Sheet. Methods: A multi-method intervention study was conducted, including interviews and a pre–post survey of professionals on the development, implementation, and experiences with MINI. Interview data were analyzed inductively and survey data descriptively. Results: Data from 44 participants were included. MINI was generally considered acceptable and relevant, particularly the SQ, which prompted reflection among staff. Following the intervention, a significant improvement was observed in the presentation of regional specialist palliative care services for patients, as well as in the identification of psychosocial problems and their discussion with patients and relatives. While physicians reported increased confidence in initiating end-of-life conversations, other hospital staff showed mixed responses. Reported barriers for implementing MINI included limited time, the COVID-19 pandemic, staff strikes, emotional burden, and unclear responsibilities, indicating a low level of commitment. SPICT use was inconsistent, suggesting low integration into workflows. Interprofessional collaboration improved, particularly with external palliative care providers. Sustainability was hindered by a lack of institutional support, ongoing training, and formal routines. Conclusions: MINI may have the potential to shift the focus away from purely curative approaches. However, to guarantee success, future studies should ensure better alignment between intervention design, implementation and framework conditions. Full article
(This article belongs to the Special Issue New Advances in Palliative Care)
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14 pages, 263 KB  
Article
Mental Health Outcomes Among Physicians Following the COVID-19 Pandemic
by Politimi Kellartzi, Constantine Anetakis, Anna-Bettina Haidich, Vasileios Papaliagkas, Stella Mitka, Maria Anna Kyriazidi, Maria Nitsa and Maria Chatzidimitriou
COVID 2025, 5(11), 187; https://doi.org/10.3390/covid5110187 - 1 Nov 2025
Viewed by 234
Abstract
The COVID-19 pandemic exposed the fragility of global health systems, as physicians faced extremely challenging conditions including excessive workloads, infection risk, and high patient mortality. We conducted a cross-sectional survey that aimed to assess the post-pandemic prevalence of anxiety, depression, and post-traumatic stress [...] Read more.
The COVID-19 pandemic exposed the fragility of global health systems, as physicians faced extremely challenging conditions including excessive workloads, infection risk, and high patient mortality. We conducted a cross-sectional survey that aimed to assess the post-pandemic prevalence of anxiety, depression, and post-traumatic stress disorder (PTSD) in a sample of Greek physicians who worked on the frontline during the SARS-CoV-2 (COVID-19) pandemic. An online survey was conducted between 1 March and 31 July 2023, in which 200 Greek physicians were invited via e-mail to voluntarily answer a confidential online questionnaire, and 58 of them responded. The survey included two clinically validated tools: the Patient Health Questionnaire-4 (PHQ-4) and the Impact of Event Scale—Revised (IES-R). Univariate correlations of 26 exposure variables with anxiety, depression, combined anxiety/depression, and PTSD were performed. In total, 58 eligible physicians (46.6% female) participated in this study. The rates of anxiety, depression, combined anxiety/depression, and PTSD were 27.5% (95% CI: 16.7–40.9), 31.0% (19.5–44.5), 22.4% (12.5–35.3), and 24.1% (13.9–37.2), respectively. Notably none of the physicians working in a laboratory developed any mental health symptoms. The following factors were found to be associated with the development of higher mental health symptoms: age ≤ 30, employment in healthcare ≤ 10 years, working in COVID-19 wards, working in intensive care units or COVID-19 wards, a history of mental health symptoms, a history of physical conditions, shortages of materials and equipment for diagnosing or treating patients, development of a disease other than COVID-19, and the development of a new mental health condition during the pandemic (p < 0.05 for all associations). Our findings highlight the need to better prepare physicians with adequate materials, infrastructure, and psychological support such that, in a potential future health crisis, they will not be at such high risk of mental health problems. Full article
(This article belongs to the Section COVID Public Health and Epidemiology)
25 pages, 1003 KB  
Article
School-Based Participatory Arts for Psychosocial Adjustment and Well-Being in Health Emergencies: An Embedded Mixed-Methods Study
by Konstantinos Mastrothanasis, Angelos Gkontelos, Emmanouil Pikoulis, Maria Kladaki, Aikaterini Vasiou, Avra Sidiropoulou, Despoina Papantoniou, Anastasia Pikouli and Evika Karamagioli
Healthcare 2025, 13(21), 2737; https://doi.org/10.3390/healthcare13212737 - 29 Oct 2025
Cited by 1 | Viewed by 697
Abstract
Background: The COVID-19 pandemic disrupted school life worldwide, heightening risks to students’ psychosocial well-being and mental health, and creating an urgent need for sustainable support strategies during crises. Drama-based interventions, as participatory arts-based approaches, are proposed as flexible interventions that can strengthen resilience, [...] Read more.
Background: The COVID-19 pandemic disrupted school life worldwide, heightening risks to students’ psychosocial well-being and mental health, and creating an urgent need for sustainable support strategies during crises. Drama-based interventions, as participatory arts-based approaches, are proposed as flexible interventions that can strengthen resilience, social interaction, and emotional expression in school communities. Objective: This study evaluated the impact of a large-scale, short-term, remote drama-based intervention on the psychosocial adjustment and well-being of primary school students during the pandemic. Methods: An embedded mixed methods design with a pre-post measurement was employed, involving 239 teachers and 719 students aged 9–13 years from schools across various regions of Greece. Psychosocial functioning was assessed using a standardized instrument measuring levels of social, school, and emotional competence, as well as behavioral difficulties. The intervention, totaling 700 min over seven weeks, followed a five-day weekly structure that combined health-focused and psychosocial activities. Results: Quantitative findings indicated improvements across several dimensions of psychosocial adaptation and well-being, while Reliable Change Index analysis revealed important individual-level changes. Qualitative data corroborated these results, highlighting enhanced peer collaboration, increased emotional expression, and stronger classroom cohesion, while also emphasizing the adaptability and scalability of the approach under restrictive conditions. Conclusions: The findings suggest that such artful interventions can make a meaningful contribution to promoting well-being and sustaining the educational and social life of school communities during public health emergencies, thereby adding to the applied psychology evidence based on effective school health interventions. Full article
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26 pages, 12785 KB  
Article
Altered DNA Methylation Pattern Contributes to Differential Epigenetic Immune Signaling in the Upper Respiratory Airway of Unvaccinated COVID-19 Patients
by Melissa Govender, Jyotirmoy Das, Francis R. Hopkins, Cecilia Svanberg, Johan Nordgren, Marie Hagbom, Jonas Klingström, Åsa Nilsdotter-Augustinsson, Yean K. Yong, Vijayakumar Velu, Sivadoss Raju, Johanna Sjöwall, Esaki M. Shankar, Sofia Nyström and Marie Larsson
Cells 2025, 14(21), 1673; https://doi.org/10.3390/cells14211673 - 27 Oct 2025
Viewed by 809
Abstract
SARS-CoV-2 infection remains a global health concern, with its impact on host immune responses not fully understood. In a case–control study, we examined how COVID-19 affects DNA methylation patterns in the upper respiratory airway of hospitalized individuals. DNA methylation arrays were performed on [...] Read more.
SARS-CoV-2 infection remains a global health concern, with its impact on host immune responses not fully understood. In a case–control study, we examined how COVID-19 affects DNA methylation patterns in the upper respiratory airway of hospitalized individuals. DNA methylation arrays were performed on nasopharyngeal samples at inclusion/hospitalization and 6 weeks post-inclusion. We found a distinct DNA methylation pattern in COVID-19 patients compared to healthy controls, identifying 510,099 differentially methylated CpGs. Within the transcription start sites (TSSs) and gene body, COVID-19 patients displayed a higher number of genes/CpGs with elevated methylation levels. Enrichment analysis of TSS-methylated genes revealed effects of SARS-CoV-2 on genes associated with type I interferons, anti-viral and inflammatory responses, and immune functions. Some CpG methylations were transient, and normalized at group level by 6 weeks post-inclusion. Several IFN-regulated genes, including OAS1, OAS3, IFIT3, and MX1, were identified. Among the top regulators were IL17A and ERK1/2, both involved in inflammatory processes. Networks nodes included IGF1 and EGF, associated with processes including tissue repair and activation of immune responses. Overall, our data suggests that COVID-19 can impact the upper airway by modifying gene methylation patterns. This could have implications for conditioning of the airways, how individuals respond to future airway infections, and therapeutic interventions. Full article
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21 pages, 3543 KB  
Article
Exploring New Horizons: fNIRS and Machine Learning in Understanding PostCOVID-19
by Antony Morales-Cervantes, Victor Herrera, Blanca Nohemí Zamora-Mendoza, Rogelio Flores-Ramírez, Aaron A. López-Cano and Edgar Guevara
Mach. Learn. Knowl. Extr. 2025, 7(4), 129; https://doi.org/10.3390/make7040129 - 24 Oct 2025
Viewed by 515
Abstract
PostCOVID-19 is a condition affecting approximately 10% of individuals infected with SARS-CoV-2, presenting significant challenges in diagnosis and clinical management. Portable neuroimaging techniques, such as functional near-infrared spectroscopy (fNIRS), offer real-time insights into cerebral hemodynamics and represent a promising tool for studying postCOVID-19 [...] Read more.
PostCOVID-19 is a condition affecting approximately 10% of individuals infected with SARS-CoV-2, presenting significant challenges in diagnosis and clinical management. Portable neuroimaging techniques, such as functional near-infrared spectroscopy (fNIRS), offer real-time insights into cerebral hemodynamics and represent a promising tool for studying postCOVID-19 in naturalistic settings. This study investigates the integration of fNIRS with machine learning to identify neural correlates of postCOVID-19. A total of six machine learning classifiers—Random Forest, Support Vector Machine (SVM), K-Nearest Neighbors (KNNs), XGBoost, Logistic Regression, and Multi-Layer Perceptron (MLP)—were evaluated using a stratified subject-aware cross-validation scheme on a dataset comprising 29,737 time-series samples from 37 participants (9 postCOVID-19, 28 controls). Four different feature representation strategies were compared: raw time-series, PCA-based dimensionality reduction, statistical feature extraction, and a hybrid approach that combines time-series and statistical descriptors. Among these, the hybrid representation demonstrated the highest discriminative performance. The SVM classifier trained on hybrid features achieved strong discrimination (ROC-AUC = 0.909) under subject-aware CV5; at the default threshold, Sensitivity was moderate and Specificity was high, outperforming all other methods. In contrast, models trained on statistical features alone exhibited limited Sensitivity despite high Specificity. These findings highlight the importance of temporal information in the fNIRS signal and support the potential of machine learning combined with portable neuroimaging for postCOVID-19 identification. This approach may contribute to the development of non-invasive diagnostic tools to support individualized treatment and longitudinal monitoring of patients with persistent neurological symptoms. Full article
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18 pages, 1064 KB  
Systematic Review
Patient and Professional Perspectives on Long COVID: A Systematic Literature Review and Meta-Synthesis
by Sophia X. Sui and Lei Yu
Int. J. Environ. Res. Public Health 2025, 22(11), 1620; https://doi.org/10.3390/ijerph22111620 - 24 Oct 2025
Viewed by 658
Abstract
Background: Post-COVID-19 condition (‘long COVID’) involves fluctuating symptoms across multiple organ systems and disability or functional loss, which may be episodic, continuous, or permanent. Qualitative research is essential to capture lived experiences and explain how social and health system contexts may influence improvement, [...] Read more.
Background: Post-COVID-19 condition (‘long COVID’) involves fluctuating symptoms across multiple organ systems and disability or functional loss, which may be episodic, continuous, or permanent. Qualitative research is essential to capture lived experiences and explain how social and health system contexts may influence improvement, recovery, and service use. We synthesised perspectives from people living with long COVID and healthcare professionals to inform service design and policy. Methods: We conducted a systematic review and qualitative meta-synthesis. MEDLINE, Embase, PsycINFO, CINAHL, Scopus, and Web of Science were searched for studies published between 1 January 2020 and 19 August 2025. Eligible studies reported qualitative data from adults with long COVID (≥12 weeks after acute infection) and/or healthcare professionals in any setting. We excluded non-qualitative, non-primary, or non-English reports. Two reviewers independently screened, extracted, and appraised studies using the Critical Appraisal Skills Programme checklist. Data were synthesised thematically. The protocol was registered with the Open Science Framework. Findings: Of 1544 records screened, 49 studies met the inclusion criteria: 41 involving patients, two involving professionals, and six involving both. Eight patient themes (including symptom burden, identity disruption and stigma) and four professional themes (including recognition, care coordination and holistic care models) were identified. Recognition emerged as a cross-cutting mechanism: validation and consistent pacing guidance facilitated engagement and safer activity, whereas invalidation and inconsistent advice were associated with distress, avoidance, and disengagement. Trajectories showed gradual expansion of multidisciplinary care models, but major capacity and equity gaps persisted. Most studies had low methodological concerns, although heterogeneity in populations and settings was substantial. Interpretation: Long COVID is a chronic, biological condition that also intersects with social and psychological dimensions, and may present with episodic, continuous, or progressive trajectories. Healthcare services must prioritise early validation, provide consistent pacing and relapse prevention guidance, expand access to multidisciplinary and peer-supported rehabilitation, integrate mental healthcare, strengthen coordinated pathways, and support graded return to work. Explicit attention to equity is required to avoid widening disparities. Full article
(This article belongs to the Special Issue Long COVID-19 and Its Impact on Public Health)
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11 pages, 484 KB  
Article
The Impact of Anosmia on Intimacy: A Linear Mixed-Effects Model Analysis of Sexual Wellbeing Following COVID-19
by Arianna Miclet, Daniele Mollaioli, Marco Lauriola, Giacomo Ciocca, Andrea Sansone, Emmanuele A. Jannini and Erika Limoncin
Int. J. Environ. Res. Public Health 2025, 22(10), 1597; https://doi.org/10.3390/ijerph22101597 - 21 Oct 2025
Viewed by 964
Abstract
Olfaction is thought to have a role in intimate relationships and sexuality, despite the major roles that other senses, like sight, might have for human beings. Moreover, one of the specific symptoms of the COVID-19 infection, a disease largely impacting human sexuality at [...] Read more.
Olfaction is thought to have a role in intimate relationships and sexuality, despite the major roles that other senses, like sight, might have for human beings. Moreover, one of the specific symptoms of the COVID-19 infection, a disease largely impacting human sexuality at various levels, has been the absence of smell. This study aimed to examine the impact of olfaction on partner selection and on different phases of sexual response. Moreover, we evaluated whether the absence of smell could influence aspects of sexual function, such as orgasmic intensity, by comparing subjects with and without COVID-19 olfactory dysfunction. A group of 259 participants has been initially enrolled through social media. Of the 138 sexually active subjects included in the final analysis, 61 (44.2%) reported olfactory dysfunction (anosmia group) and 77 (55.8%) did not (no-anosmia group). Perceived orgasmic intensity was evaluated retrospectively at two time points—during the COVID-19 infection and in the four weeks preceding the evaluation—using the male and female versions of the Orgasmometer. The results revealed a significant interaction between time and olfactory condition, indicating opposite recovery trajectories. Participants without anosmia showed a significant improvement in orgasmic intensity post-COVID-19 infection; in contrast, the anosmia group reported a significant decline over the same period. Although the presence of anosmia was not a direct predictor of orgasmic intensity per se, it critically determined the orgasmic intensity evolution over time. These findings suggest that, beyond its perceived importance, the actual absence of olfaction may have a specific and negative long-term impact on core components of the sexual experience, such as the intensity of orgasm. Full article
(This article belongs to the Special Issue Sexual Health and Sexual Behavior in the 21st Century)
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37 pages, 1680 KB  
Review
The Role of Probiotics and Their Postbiotic Metabolites in Post-COVID-19 Syndrome
by Monika E. Jach, Ewa Sajnaga, Marharyta Bumbul, Anna Serefko, Kinga K. Borowicz, Hieronim Golczyk, Marek Kieliszek and Adrian Wiater
Molecules 2025, 30(20), 4130; https://doi.org/10.3390/molecules30204130 - 20 Oct 2025
Viewed by 1043
Abstract
Post-COVID-19 syndrome, also known as long-COVID, is characterized by a wide spectrum of persistent symptoms involving multiple body organs and systems, including fatigue, gastrointestinal disorders, and neurocognitive dysfunction. Emerging evidence suggests that gut microbiota dysbiosis and disruption of the gut–brain axis play a [...] Read more.
Post-COVID-19 syndrome, also known as long-COVID, is characterized by a wide spectrum of persistent symptoms involving multiple body organs and systems, including fatigue, gastrointestinal disorders, and neurocognitive dysfunction. Emerging evidence suggests that gut microbiota dysbiosis and disruption of the gut–brain axis play a central role in the pathophysiology of this condition. Probiotics and their metabolites (postbiotics) have gained increasing attention as potential therapeutic agents given their immunomodulatory, anti-inflammatory, and antiviral properties. In this review, we discuss the current understanding of the antiviral mechanisms of probiotics, including reinforcement of intestinal epithelial barrier function, direct virus inhibition, receptor competition, and immune system modulation. Special emphasis is placed on short-chain fatty acids (SCFAs), lactic acid, hydrogen peroxide, and bacteriocins as key factors that contribute to these effects. SCFAs appear to be essential postbiotic compounds during post-COVID recovery. We also highlight recent clinical trials involving specific probiotic species, such as Lactiplantibacillus plantarum, Lacticaseibacillus rhamnosus, and Bifidobacterium longum, and their potential role in alleviating long-term COVID symptoms. Although the current results are promising, further research is needed to clarify the most effective strains, dosages, and mechanisms of action in post-COVID therapeutic strategies. Full article
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25 pages, 1246 KB  
Review
Mitochondrial Dysfunction in Aging, HIV, and Long COVID: Mechanisms and Therapeutic Opportunities
by María Victoria Delpino and Jorge Quarleri
Pathogens 2025, 14(10), 1045; https://doi.org/10.3390/pathogens14101045 - 16 Oct 2025
Viewed by 3716
Abstract
We hypothesize that a unified mitochondrial perspective on aging, HIV, and long COVID reveals shared pathogenic mechanisms and specific therapeutic vulnerabilities that are overlooked when these conditions are treated independently. Mitochondrial dysfunction is increasingly recognized as a common factor driving aging, HIV, and [...] Read more.
We hypothesize that a unified mitochondrial perspective on aging, HIV, and long COVID reveals shared pathogenic mechanisms and specific therapeutic vulnerabilities that are overlooked when these conditions are treated independently. Mitochondrial dysfunction is increasingly recognized as a common factor driving aging, HIV, and long COVID. Shared mechanisms—including oxidative stress, impaired mitophagy and dynamics, mtDNA damage, and metabolic reprogramming—contribute to ongoing energy failure and chronic inflammation. Recent advancements highlight new therapeutic strategies such as mitochondrial transfer, transplantation, and genome-level correction of mtDNA variants, with early preclinical and clinical studies providing proof-of-concept. This review summarizes current evidence on mitochondrial changes across aging and post-viral syndromes, examines emerging organelle-based therapies, and discusses key challenges related to safety, durability, and translation. Full article
(This article belongs to the Special Issue Pathogen–Host Interactions: Death, Defense, and Disease)
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