Sign in to use this feature.

Years

Between: -

Subjects

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Journals

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Article Types

Countries / Regions

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Search Results (43,742)

Search Parameters:
Keywords = clinical presentation

Order results
Result details
Results per page
Select all
Export citation of selected articles as:
15 pages, 782 KB  
Review
Seizure and Status Epilepticus in Human Organophosphate Poisoning: A Narrative Review
by Giuseppe Magro, Oreste Marsico, Federico Tosto, Concetta Lobianco, Laura Rapisarda, Giovanni Mastroianni and Angelo Pascarella
Neurol. Int. 2026, 18(4), 65; https://doi.org/10.3390/neurolint18040065 - 30 Mar 2026
Abstract
Organophosphate (OP) exposure can trigger seizures within minutes and can rapidly evolve into status epilepticus (SE). Early seizure generation is plausibly driven by acetylcholinesterase inhibition, leading to central cholinergic overstimulation. With increasing seizure duration, experimental data are consistent with a time-dependent shift toward [...] Read more.
Organophosphate (OP) exposure can trigger seizures within minutes and can rapidly evolve into status epilepticus (SE). Early seizure generation is plausibly driven by acetylcholinesterase inhibition, leading to central cholinergic overstimulation. With increasing seizure duration, experimental data are consistent with a time-dependent shift toward glutamatergic maintenance (NMDA/AMPA), oxidative stress, neuroinflammation, and progressive failure of GABAergic inhibition. This framework predicts a narrow window in which benzodiazepine (BDZ) monotherapy is most effective and a rising probability of BDZ non-response when seizures are prolonged, while anti-glutamatergic strategies may retain relative efficacy later in the course. This narrative review integrates clinical phenomenology, diagnostic limitations, and mechanistic evidence to propose an operational approach for OP-related seizures and SE in emergency settings. We discuss a pragmatic “Stage 1 Plus” framing for patients presenting after prolonged seizures or in non-convulsive SE with coma. Human evidence remains limited and heterogeneous, and inference is constrained by confounding due to delayed recognition, variable decontamination/resuscitation pathways, sparse EEG confirmation, and selection bias in mass-casualty reporting. Full article
(This article belongs to the Special Issue Drug Treatment of Epilepsy)
17 pages, 924 KB  
Review
Design of a Predictive Recurrence Scoring System in Oral Squamous Cell Carcinoma
by Cristina Cárdenas-Serres, Fernando Almeida-Parra, Víctor Vega-Barreto, Miguel Ángel Ortega-Nuñez and Julio Acero-Sanz
J. Clin. Med. 2026, 15(7), 2637; https://doi.org/10.3390/jcm15072637 - 30 Mar 2026
Abstract
Introduction: Oral squamous cell carcinoma (OSCC) is a frequent head and neck malignancy with high morbidity and mortality. Locoregional recurrence is the main determinant of long-term prognosis, yet reliable predictive models remain limited. This study aimed to identify clinicopathological predictors of recurrence [...] Read more.
Introduction: Oral squamous cell carcinoma (OSCC) is a frequent head and neck malignancy with high morbidity and mortality. Locoregional recurrence is the main determinant of long-term prognosis, yet reliable predictive models remain limited. This study aimed to identify clinicopathological predictors of recurrence and to develop a nomogram-based recurrence risk score (RRS) for patient stratification. Materials and Methods: A retrospective study was conducted including 332 patients with histologically confirmed OSCC treated surgically between 2012 and 2022. Clinical and pathological variables were analyzed. Statistical analyses included Chi-squared tests, Cox regression, Kaplan–Meier survival analysis, and multivariate modeling to construct a predictive nomogram and derive the RRS. Results: Close or involved surgical margins were observed in 33.4% of patients, and 66.9% presented moderately or poorly differentiated tumors. Locoregional recurrence occurred in 34.6% of cases, mainly within 24 months. Close margins and poor differentiation were independent predictors of recurrence (p < 0.005). The RRS effectively stratified patients into low-, intermediate-, and high-risk groups, with recurrence rates of 21.6%, 50.6%, and 82.1%, respectively (p < 0.001). Conclusions: The RRS is a practical tool for predicting OSCC recurrence and may support personalized follow-up and adjuvant treatment strategies. Prospective validation is warranted. Full article
(This article belongs to the Section Dentistry, Oral Surgery and Oral Medicine)
22 pages, 4794 KB  
Review
Vulvar Vascular Malformations: Diagnosis, Imaging, and Management—A Review with an Illustrative Case
by Marija Batkoska, Kristina Drusany Starič, Jernej Mlakar and Marina Jakimovska
J. Vasc. Dis. 2026, 5(2), 16; https://doi.org/10.3390/jvd5020016 - 30 Mar 2026
Abstract
Background: Vascular malformations are congenital structural abnormalities of the blood vessels that may present at any age. In the vulvovaginal region, these lesions are uncommon and frequently misdiagnosed because their clinical appearance overlaps with common gynecologic conditions, particularly Bartholin’s gland cyst or abscess. [...] Read more.
Background: Vascular malformations are congenital structural abnormalities of the blood vessels that may present at any age. In the vulvovaginal region, these lesions are uncommon and frequently misdiagnosed because their clinical appearance overlaps with common gynecologic conditions, particularly Bartholin’s gland cyst or abscess. Inappropriate surgical intervention without prior vascular evaluation may result in hemorrhage, incomplete treatment, and recurrence. Methods: A structured narrative review of the literature was performed using PubMed/MEDLINE and EMBASE databases (January 2000–April 2024) to summarize the classification, pathophysiology, clinical presentation, imaging characteristics, differential diagnosis, and management of vulvovaginal vascular malformations. Publications addressing vascular anomalies in other anatomical locations were also included when clinically relevant. A representative clinical case confirmed by histopathologic and molecular analysis is presented to illustrate the diagnostic pitfalls. Results: Vulvovaginal vascular malformations are predominantly low-flow venous lesions but may include high-flow arteriovenous malformations. A clinical examination alone is insufficient for diagnosis. Doppler ultrasonography is the recommended initial imaging modality, followed by magnetic resonance imaging to define the lesion extent and flow characteristics. Misdiagnosis most commonly occurs when lesions are treated as Bartholin’s gland pathology without prior imaging. Low-flow lesions are generally managed with sclerotherapy or planned surgical excision, whereas high-flow lesions require embolization and multidisciplinary care. Hormonal and hemodynamic changes, including pregnancy, may precipitate enlargement or thrombosis. Conclusions: Vascular malformations should be considered in the differential diagnosis of atypical vulvar masses. Preoperative imaging is essential in order to avoid inappropriate surgical procedures. A structured diagnostic approach combining clinical assessment and imaging enables correct classification and guides treatment. The presented case demonstrates a typical diagnostic pitfall and emphasizes the importance of recognizing vascular lesions in gynecologic practice. Full article
(This article belongs to the Section Peripheral Vascular Diseases)
Show Figures

Graphical abstract

36 pages, 2518 KB  
Review
Current Management of Infective Endocarditis: A Narrative Review Focused on Unmet Clinical Needs and the Multidisciplinary Approach
by Luca Di Vito, Giuseppina D’Amato, Riccardo Pascucci, Antonella D’Antonio, Giancarla Scalone, Mariavirginia Boni, Brunella Rossi, Ilaria Cimaroli, Claudia Acciarri, Marida Andreucci, Andrea Romandini, Simona Silenzi, Procolo Marchese and Pierfrancesco Grossi
J. Cardiovasc. Dev. Dis. 2026, 13(4), 155; https://doi.org/10.3390/jcdd13040155 - 30 Mar 2026
Abstract
Infective endocarditis (IE) is a severe infectious disease affecting cardiac valves (either native or prosthetic) or implantable cardiac devices, and it is associated with high rates of morbidity and mortality. Recent data from the Global Burden of Disease study have shown a significant [...] Read more.
Infective endocarditis (IE) is a severe infectious disease affecting cardiac valves (either native or prosthetic) or implantable cardiac devices, and it is associated with high rates of morbidity and mortality. Recent data from the Global Burden of Disease study have shown a significant increase in both the incidence and mortality of IE. One-year mortality following diagnosis can reach up to 30%. IE can present with a wide range of clinical manifestations, and its course may be complicated by systemic embolic events or intracardiac complications such as abscess formation or prosthetic valve dehiscence. Echocardiography remains the first-line imaging modality; however, an integrated multimodality imaging approach is increasingly adopted in contemporary practice, incorporating both cardiac computed tomography and positron emission tomography. A multidisciplinary approach involving cardiologists, cardiac surgeons, internists, infectious disease specialists, and nuclear medicine physicians is often required to ensure accurate diagnosis and effective treatment of IE. The prognosis of infective endocarditis depends on early diagnosis, appropriate antimicrobial therapy, and timely surgical intervention when indicated. This review aims to summarize the current knowledge on IE, from pathophysiological insights to surgical strategies. It also focuses on practical recommendations to address the most pressing unmet clinical needs through a multidisciplinary approach. Full article
28 pages, 1007 KB  
Review
Local to Systemic Inflammation—From Generation to Prognosis in Acute Coronary Syndrome
by Mihai Melnic, Livia-Florentina Paduraru, Ioana-Antonia Lorent, Alina-Mihaela Potcoava and Serban-Mihai Balanescu
Biomedicines 2026, 14(4), 785; https://doi.org/10.3390/biomedicines14040785 - 30 Mar 2026
Abstract
Acute coronary syndromes (ACS) are a major cause of mortality worldwide, and although interventional treatment has significantly improved mortality and morbidity related to ischemic heart disease, there is constant concern about optimizing drug treatment. In this regard, multiple studies have been conducted on [...] Read more.
Acute coronary syndromes (ACS) are a major cause of mortality worldwide, and although interventional treatment has significantly improved mortality and morbidity related to ischemic heart disease, there is constant concern about optimizing drug treatment. In this regard, multiple studies have been conducted on inflammation in myocardial infarction (MI), starting from its implications in the atherosclerosis process. The aim of this review is to analyse the current evidence related to the subject and the correlation between the inflammatory state at presentation and the prognosis of patients with MI, identifying key points, possible therapeutic limitations, and future research directions. Both innate and acquired immune components are involved in the inflammatory cascade, with an increase in inflammatory cell and cytokine levels. To analyse the degree of inflammation and determine when it is excessive, numerous inflammatory markers have been studied, from acute phase proteins such as high-sensitivity C-reactive protein (hsCRP) and fibrinogen, to the ratios between inflammatory cells and interleukins involved in the main inflammatory pathways. Their association with post-infarction mortality and morbidity has been observed, but they must be integrated into the clinical context for the selection of patients who would benefit most from their reduction. New anti-inflammatory therapies are being studied in light of these findings, and progress is expected. Early trials with non-selective anti-inflammatory drugs have highlighted the importance of selective inhibition so as not to disrupt healing, and drugs are now being studied that target specific pathways that are exacerbated in infarction and lead to excessive remodelling. Several inflammatory pathways have been investigated but the results are inconclusive in terms of improving prognosis, requiring further studies to formulate future therapeutic indications. Full article
(This article belongs to the Section Molecular and Translational Medicine)
Show Figures

Figure 1

11 pages, 1533 KB  
Article
DNA from Slow-Growing Mycobacteria in Culture Negative Sputa Reveal Common Exposure to Mycobacteria
by Ramiro López-Medrano, Miriam Retuerto-Guerrero, Elizabeth de Freitas-González, Cristina Diez-Tascón, Carmen del Mar Pérez-López and Octavio Miguel Rivero-Lezcano
Biology 2026, 15(7), 553; https://doi.org/10.3390/biology15070553 - 30 Mar 2026
Abstract
Mycobacteria isolated only once in repeated sputum cultures are deemed colonizers that are not normally present in the lungs despite their ubiquitous presence in the environment. We have developed a sensitive and specific PCR assay to detect slow-growing mycobacteria in culture negative sputum [...] Read more.
Mycobacteria isolated only once in repeated sputum cultures are deemed colonizers that are not normally present in the lungs despite their ubiquitous presence in the environment. We have developed a sensitive and specific PCR assay to detect slow-growing mycobacteria in culture negative sputum and have found them in 30% of the samples obtained from individuals with clinical suspicion of tuberculosis or mycobacteriosis (n = 50) and in 45% of the samples from individuals with no suspicion (n = 49). As a negative control we have analyzed infections from an extra-pulmonary location, the urinary tract (n = 21), in which mycobacterioses are rare, and did not detect them. The load of bacteria in the lungs is kept low by the defense mechanisms of the host, and mycobacteria are not normally detected in sputum cultures. Their incidental isolation would not be a consequence of a new exposure to the microorganism but a sign of susceptibility to mycobacteriosis. Full article
(This article belongs to the Section Microbiology)
Show Figures

Figure 1

12 pages, 1575 KB  
Article
Comparison of Quantitative Evaluation and Conventional Scar Scale Analysis for Pediatric Pathological Scars
by Jin-Ye Guan, Xing Zou, Jun-Wen Ge, Rui-Cheng Tian, Wei Liu, Mei-Yun Li and Dan Deng
Biomedicines 2026, 14(4), 784; https://doi.org/10.3390/biomedicines14040784 - 30 Mar 2026
Abstract
Background/Objectives: The incidence of pediatric pathological scars (PPS) has been gradually increasing due to various causes, highlighting the need for accurate scar assessment to monitor disease progression and therapeutic efficacy. Vancouver Scar Scale (VSS) and other scar evaluation systems are relatively subjective [...] Read more.
Background/Objectives: The incidence of pediatric pathological scars (PPS) has been gradually increasing due to various causes, highlighting the need for accurate scar assessment to monitor disease progression and therapeutic efficacy. Vancouver Scar Scale (VSS) and other scar evaluation systems are relatively subjective evaluation methods that rely on physicians’ or patients’ own judgment. By contrast, when comparing different scar scale evaluation methods, a three-dimensional (3D) camera and dermoscopy may provide relatively objective measurable parameters to avoid possible subjective bias created by the observers. This study aimed to compare the utility of traditional VSS evaluation with that of 3D cameras and dermoscopy in PPS evaluation. Methods: A total of 35 pediatric patients (aged 0–18 years) with PPS were involved, and their scars were assessed via the VSS, dermoscopy, and the Antera 3D® system. In addition, a subset of 18 patients (36 scar regions) was also evaluated for therapeutic efficacy after 3–6 months of treatment. Briefly, VSS scores were blindly evaluated by two independent dermatologists under standardized conditions. Quantitative assessment was also performed using dermoscopy and the Antera 3D® system. The former quantified chromatic parameters (pigmentation: L*, vascularity: a*, green value); the latter captured multispectral 3D images to analyze volume, pigmentation, and erythema. Data are presented as means ± standard deviation and analyzed using paired-sample t tests (one-tailed), the Wilcoxon signed-rank test, and standardized response means (SRMs) to assess therapeutic sensitivity, while baseline variability was evaluated using the standard deviation and coefficient of variation (CV). Results: The results showed that Antera 3D® detected significant reductions in pigmentation (p < 0.01, SRM = −0.46), vascularity (p < 0.001, SRM = −0.59), and volume (p < 0.0001, SRM = −0.83), while dermoscopy indicated similar moderate improvements in vascularity (Green value: p < 0.001, SRM = 0.57; a*: p < 0.0001, SRM = −0.68) and pigmentation (L*: p < 0.0001, SRM = 0.48) after treatments. VSS showed significant gains in pliability (p < 0.0001, SRM = −1.13), height (p < 0.01, SRM = −0.54), and overall impression (p < 0.0001, SRM = −0.86), but minimal changes in pigmentation (p > 0.05, SRM = 0) or vascularity (p > 0.05, SRM = −0.21). At baseline, Antera 3D® showed the greatest variability in pigmentation (CV 43.41%) and volume (CV 91.21%), followed by VSS in vascularity (CV 52.95%), pliability (CV 34.05%), and overall impression (CV 31.76%). Dermoscopy presented the lowest variability, indicating limited discriminative power. Conclusions: In conclusion, Antera 3D® offers an objective, sensitive, and spatially precise approach for PPS assessment and may provide additional quantitative information for evaluating subtle and early changes alongside traditional scar assessment scales. Its integration into clinical practice will enhance treatment monitoring and support more accurate timing of therapeutic interventions. Full article
Show Figures

Graphical abstract

16 pages, 872 KB  
Article
Nutritional Knowledge, Dietary Habits, and Nutritional Status of Patients with Chronic Kidney Disease According to Disease Stage
by Filip Siódmiak and Sylwia Małgorzewicz
Nutrients 2026, 18(7), 1109; https://doi.org/10.3390/nu18071109 - 30 Mar 2026
Abstract
Background/Objectives: Appropriate nutritional management constitutes one of the key elements of conservative treatment and renal replacement therapy in patients with chronic kidney disease (CKD). The level of patients’ nutritional knowledge may significantly influence adherence to dietary recommendations, the rate of disease progression, [...] Read more.
Background/Objectives: Appropriate nutritional management constitutes one of the key elements of conservative treatment and renal replacement therapy in patients with chronic kidney disease (CKD). The level of patients’ nutritional knowledge may significantly influence adherence to dietary recommendations, the rate of disease progression, and the frequency of complications. The aim of this study was to assess the level of nutritional knowledge, dietary habits, adherence to dietary recommendations, and nutritional status of patients with CKD according to disease stage. Methods: This cross-sectional study was conducted among 98 adult patients diagnosed with CKD. A questionnaire assessing nutritional knowledge and dietary behaviors was administered. An overall nutritional knowledge score was calculated based on eight questionnaire items assessing nutritional knowledge. Nutritional status was evaluated using the Subjective Global Assessment (SGA) and the Simplified Nutritional Appetite Questionnaire (SNAQ). Anthropometric, clinical, and biochemical data were collected. Statistical analysis was performed using tests appropriate to the data distribution. Results: The level of nutritional knowledge varied and was dependent on CKD stage. Patients in more advanced stages of the disease demonstrated significantly higher awareness of dietary recommendations compared with those in earlier stages. The median nutritional knowledge score was 6 points, with 46.9% of participants demonstrating insufficient knowledge (<6 points) and 53.1% achieving adequate knowledge (≥6 points). The greatest knowledge deficits concerned the control of phosphorus, potassium, sodium, and fluid intake. Discrepancies were also observed between declared knowledge and actual dietary behaviors. Good nutritional status (SGA A) was identified in 73 patients, risk of malnutrition or moderate malnutrition (SGA B) in 22 individuals, and severe malnutrition (SGA C) in 3 patients. SNAQ indicated good appetite in the study population, with an average consumption of three meals per day, and identified a risk of weight loss in 6% of patients. Overweight and obesity were present in more than half of the study population, while underweight was observed in 4%. Conclusions: Nutritional knowledge among patients with CKD remains insufficient, particularly in the early stages of the disease. The findings highlight the necessity of early and systematic implementation of individualized nutritional education as an integral component of slowing disease progression. Full article
Show Figures

Figure 1

13 pages, 261 KB  
Article
Alexithymia and Psychological Profile in Systemic Lupus Erythematosus: Clinical and Immunological Correlates
by Samuele Rizzo, Stefania Nicola, Richard Borrelli, Luisa Brussino and Simone Negrini
J. Clin. Med. 2026, 15(7), 2632; https://doi.org/10.3390/jcm15072632 - 30 Mar 2026
Abstract
Background/Objectives: Systemic lupus erythematosus (SLE) is frequently accompanied by psychological distress. Alexithymia, an impairment in identifying and describing emotions, has been reported in SLE, but its clinical and serological correlates remain insufficiently characterized. We aimed to estimate the prevalence of clinically significant [...] Read more.
Background/Objectives: Systemic lupus erythematosus (SLE) is frequently accompanied by psychological distress. Alexithymia, an impairment in identifying and describing emotions, has been reported in SLE, but its clinical and serological correlates remain insufficiently characterized. We aimed to estimate the prevalence of clinically significant alexithymia in SLE and to explore its clinical, laboratory, and coping-related correlates. Methods: In this cross-sectional observational study, adult outpatients fulfilling the 2019 ACR/EULAR SLE classification criteria were assessed at a tertiary referral centre (2024–2025). Alexithymia was measured using the Toronto Alexithymia Scale-20 (TAS-20), and clinically significant alexithymia was defined as a total score >60. Coping strategies were assessed with the 60-item COPE inventory (Italian version). Clinical indices (SLEDAI-2K, Lupus Low Disease Activity State (LLDAS), and SLICC/ACR Damage Index (SDI)), organ involvement, antiphospholipid syndrome (APS), selected autoantibodies, complement levels, and treatments were recorded. Group comparisons and exploratory logistic regression were performed. Results: Sixty-eight patients were included (94.1% female). Clinically significant alexithymia was present in 23.5%. In univariate analysis, alexithymia was more frequent among patients with APS. Alexithymic participants reported higher use of emotional venting and lower use of positive reinterpretation. In an exploratory multivariable logistic regression model, APS (adjusted OR 35.79, 95% CI 3.74–341.7), emotional venting (adjusted OR 1.684, 95% CI 1.162–2.44), and positive reinterpretation (adjusted OR 0.514, 95% CI 0.349–0.755) remained associated with alexithymia. Conclusions: Alexithymia was frequent in this SLE cohort and, in exploratory analyses, was associated with APS and specific coping patterns. These findings suggest that assessment of emotional processing and coping may provide complementary clinical information, particularly in patients with APS, but should be interpreted as associative and hypothesis-generating. Full article
(This article belongs to the Section Mental Health)
22 pages, 1080 KB  
Article
Interpretable Machine Learning to Predict Metformin-Induced Vitamin B12 Deficiency: Association with Glycemic Control and Neuropathic Symptoms
by Yasmine Salhi, Meriem Yazidi, Amine Dhraief, Elyes Kamoun, Melika Chihaoui, Tamim Alsuliman and Layth Sliman
Metabolites 2026, 16(4), 227; https://doi.org/10.3390/metabo16040227 - 30 Mar 2026
Abstract
Background/Objectives: Vitamin B12 deficiency is a common but often underdiagnosed complication in patients with type 2 diabetes (T2D) undergoing long-term metformin therapy. Accurate early prediction could enable targeted screening and timely intervention. This study aimed to develop and interpret a machine learning model [...] Read more.
Background/Objectives: Vitamin B12 deficiency is a common but often underdiagnosed complication in patients with type 2 diabetes (T2D) undergoing long-term metformin therapy. Accurate early prediction could enable targeted screening and timely intervention. This study aimed to develop and interpret a machine learning model for predicting vitamin B12 deficiency in metformin-treated patients with T2D, using eXtreme Gradient Boosting (XGBoost). Methods: A retrospective cross-sectional study was conducted at a single endocrinology centre (La Rabta University Hospital, Tunis, Tunisia). Patients with T2D treated with metformin for at least three years were included (n = 257); those with conditions independently affecting vitamin B12 metabolism were excluded. Vitamin B12 deficiency was defined as a serum B12 level below 150 pmol/L or a borderline level (150–221 pmol/L) with concurrent hyperhomocysteinemia (>15 μmol/L). XGBoost was selected after comparison with Logistic Regression (L2), Random Forest, and Support Vector Machine on the same 5-fold stratified cross-validated pipeline. Hyperparameters were optimized via Bayesian search (100 iterations × 5-fold stratified cross-validation), with the Matthews correlation coefficient (MCC) as the primary optimization metric to account for class imbalance. Model interpretability was achieved using SHapley Additive exPlanations (SHAP). Discrimination and calibration were assessed on an independent test set using bootstrap 95% confidence intervals (2000 resamples). Results: Of 257 patients, 95 (37.0%) presented with vitamin B12 deficiency. On the independent test set (n = 52), the optimized XGBoost model achieved an ROC-AUC of 0.671 [95% CI: 0.514–0.818], sensitivity of 0.737 [95% CI: 0.533–0.938], specificity of 0.545 [95% CI: 0.375–0.710], MCC of 0.273 [95% CI: 0.018–0.517], and a Brier Score of 0.259. SHAP analysis identified HbA1c, microalbuminuria, autonomic neuropathy, BMI, DN4 score, and fasting glucose as the most influential predictors. Nonlinear SHAP interaction plots revealed an increased predicted risk in patients with low HbA1c combined with a high cumulative metformin dose. Conclusions: The XGBoost–SHAP framework provided interpretable predictions of vitamin B12 deficiency in patients with T2D on metformin, identifying key clinical profiles for targeted screening. External multi-centre validation is required before clinical deployment. Full article
(This article belongs to the Special Issue Metabolic Dysfunction in Diabetic Neuropathy)
Show Figures

Graphical abstract

32 pages, 1101 KB  
Review
Yellow Fever in Pregnancy: A Comprehensive Review of the Clinical Implications and Vaccination in the Context of the 2024–2026 Americas Outbreak
by Alfonso J. Rodríguez-Morales, Katherine Acevedo-Jimenez, María Eugenia Guevara, Alicia Chang-Cojulun, José Brea-Del Castillo, Melissa Palmieri, Maria L. Avila-Agüero, Francisco Javier Membrillo de Novales, Carlos Torres-Martínez, Sandra X. Olaya, Sergio David Angulo, Jaime A. Cardona-Ospina, Roberto Debbag, Carlos Espinal, Maritza Cabrera, Jaime David Acosta-España, Darío S. López-Delgado, Marco A. Solarte-Portilla, Oscar Fraile, Tatiana Drummond, Rodrigo Nogueira Angerami, Flor M. Muñoz, Irene Benítez, Kleber Luz, María Alejandra López-Zambrano, Cristina Hernán-García, Daniel Leonardo Sánchez-Carmona, Lisette Cortes, Hernán Vargas, Lysien Zambrano, Danna Lucía Calderón-Medina, Diana Alejandra Hernández-Ramírez, Abraham Katime, Álvaro A. Faccini-Martínez, Leidy J. Medina-Lozano, Beatriz Elena Porras-Pedroza, Cristian Biscayart, Ana Carvajal, Lily M. Soto-Ávila, Marbelys Hernández, Rolando Ulloa-Gutierrez, Laura Naranjo-Lara, José Alejandro Mojica, Matthew H. Collins, Herberth Maldonado, Marco A. P. Safadi, Enrique Chacon-Cruz and José A. Suárezadd Show full author list remove Hide full author list
Trop. Med. Infect. Dis. 2026, 11(4), 92; https://doi.org/10.3390/tropicalmed11040092 - 30 Mar 2026
Abstract
Yellow fever remains a major public health threat in endemic and re-emerging regions of Africa and South America, with recent outbreaks highlighting persistent gaps in prevention and surveillance. Pregnant women represent a particularly vulnerable population, yet the epidemiology, clinical impact, and preventive strategies [...] Read more.
Yellow fever remains a major public health threat in endemic and re-emerging regions of Africa and South America, with recent outbreaks highlighting persistent gaps in prevention and surveillance. Pregnant women represent a particularly vulnerable population, yet the epidemiology, clinical impact, and preventive strategies for yellow fever in pregnancy are insufficiently characterized. Physiological and immunological changes during gestation may influence host responses to infection; however, current evidence does not demonstrate increased susceptibility to or severity of yellow fever during pregnancy. Adverse materno-fetal outcomes, including miscarriage, stillbirth, preterm birth, and, in rare cases, perinatal transmission, have been reported but remain poorly characterized. Diagnostic challenges, overlapping clinical presentations with other arboviral and hepatic diseases, and limited access to specialized care further complicate clinical management in many endemic settings. This perspective provides a comprehensive overview of yellow fever in pregnancy during the 2024–2026 outbreak in the Americas, including a risk-stratification framework for prevention. We summarize current evidence on epidemiology, pathophysiology, diagnosis, and supportive care, and examine prevention strategies with particular emphasis on vaccination. Accumulated observational evidence and substantial real-world experience have not demonstrated an increased risk of serious adverse events and generally support the effectiveness of yellow fever vaccination during pregnancy when administered with appropriate clinical judgment. In high-risk settings, the benefits of maternal immunization clearly outweigh theoretical concerns, supporting a flexible, risk-based approach, despite relatively limited evidence. We also discuss national and international policies, post-pregnancy booster recommendations, and the importance of integrating vaccination assessment into antenatal care. Finally, we highlight critical knowledge gaps and research priorities, including the need for prospective registries and strengthened pharmacovigilance. Coordinated clinical and public health strategies are essential to protect maternal and neonatal health and to reduce the burden of yellow fever in endemic and re-emerging settings. Full article
(This article belongs to the Special Issue Arboviral Infections: Pathogenesis and Immunity)
17 pages, 2143 KB  
Article
LANTERN-XGB: An Interpretable Multi-Modal Machine Learning for Improving Clinical Decision-Making in Lung Cancer
by Davide Dalfovo, Carolina Sassorossi, Elisa De Paolis, Annalisa Campanella, Dania Nachira, Leonardo Petracca Ciavarella, Luca Boldrini, Esther G. C. Troost, Róza Ádány, Núria Farré, Ece Öztürk, Angelo Minucci, Rocco Trisolini, Emilio Bria, Steffen Löck, Stefano Margaritora and Filippo Lococo
Int. J. Mol. Sci. 2026, 27(7), 3128; https://doi.org/10.3390/ijms27073128 - 30 Mar 2026
Abstract
Non-small cell lung cancer (NSCLC) remains the leading cause of cancer-related mortality globally. While multi-modal artificial intelligence (AI) models offer significant predictive potential, their translation into routine clinical practice is delayed by the “black box” nature of complex algorithms and the fragmentation of [...] Read more.
Non-small cell lung cancer (NSCLC) remains the leading cause of cancer-related mortality globally. While multi-modal artificial intelligence (AI) models offer significant predictive potential, their translation into routine clinical practice is delayed by the “black box” nature of complex algorithms and the fragmentation of heterogeneous data. We present LANTERN-XGB, a hierarchical machine learning workflow designed to bridge this gap by generating interpretable “digital human avatars” for precision oncology. The methodology employs a multi-stage scalable tree boosting system (XGBoost) architecture utilizing shapley additive explanations (SHAP) for rigorous hierarchical feature selection, missing value management, and patient-specific decision support. The workflow was developed and benchmarked using a retrospective cohort of 437 patients with clinical N0 NSCLC, followed by validation on a prospective dataset (n = 100) and an independent external dataset (n = 100). The pipeline integrates diverse data modalities to predict occult lymph node metastasis (OLM). LANTERN-XGB identified a robust consensus signature driven by non-linear interactions among CT textural fragmentation, PET metabolic heterogeneity, tumor density distribution, and systemic clinical modulators. Exploratory transcriptomic pathway analysis (GSVA) revealed that high-risk predictions strongly correlate with systemic molecular dysregulation, such as the enrichment of immune-inflammatory signaling and metabolic stress pathways. The model achieved robust discrimination in external validation (AUC ≈ 0.77), performing comparably to state-of-the-art nomogram benchmarks. Crucially, the LANTERN-XGB framework demonstrated superior utility in handling diagnostic ambiguity; local force plots allowed for the correct reclassification of “borderline” prediction by visualizing feature interactions that standard linear models fail to capture. LANTERN-XGB provides a validated, open-source framework that successfully balances predictive power with clinical transparency. By empowering clinicians to visualize and verify the logic behind AI predictions, this workflow offers a pragmatic path for integrating reliable multi-modal avatars into daily medical decision-making. Full article
(This article belongs to the Special Issue Omics Science and Research in Human Health and Disease)
18 pages, 1217 KB  
Article
Development and Immunogenicity Evaluation of an RSV Recombinant Vaccine Displaying a Conserved Domain of RSV G
by Jingjing Ma, Xinjie Wang, Shijia Li, Zhibin Li, Fei Wang, Yu Zhang, Lingyun Li, Junli Jia and Huamin Tang
Vaccines 2026, 14(4), 311; https://doi.org/10.3390/vaccines14040311 (registering DOI) - 30 Mar 2026
Abstract
Background: Respiratory syncytial virus (RSV) causes severe lung infections in infants and the elderly. The conserved central domain (CCD) of the RSV G protein is a key antigenic fragment for inducing protective antibodies. In this study, we used the hepatitis B surface antigen [...] Read more.
Background: Respiratory syncytial virus (RSV) causes severe lung infections in infants and the elderly. The conserved central domain (CCD) of the RSV G protein is a key antigenic fragment for inducing protective antibodies. In this study, we used the hepatitis B surface antigen (HBsAg) as a platform to present this RSV G CCD fragment. Methods: We first sequenced and compared several HBsAg genotypes from clinical samples and selected one as an expression candidate for further development. The RSV G CCD was then inserted into the selected candidate to generate a recombinant expression construct. Subviral particles (SVPs) were produced using both CHO cells and yeast expression systems. Particle assembly was examined using electron microscopy. Finally, the safety and immunogenicity of the recombinant vaccine were evaluated in mice. Results: We successfully identified HBsAg38 as a potential recombinant vaccine expression candidate due to its abundant expression and secretion. The RSV G CCD fragment was inserted into the candidate and efficiently expressed in both CHO cells and yeast. The expressed protein was effectively secreted and formed uniform, spherical particles. The resulting vaccine candidate was safe for mice, causing no detectable weight loss or organ damage. Immunization with the recombinant SVPs elicited antibody responses against both HBsAg and the RSV G CCD. Upon intranasal RSV challenge, vaccinated mice exhibited markedly reduced RSV F protein and mRNA levels in lung tissues compared to PBS controls, with the yeast-derived SVP group showing the most pronounced reduction. Histopathological analysis further revealed that immunized mice had significantly less alveolar destruction and inflammatory cell infiltration than the control group, confirming that the vaccine conferred effective protection against RSV-induced lung pathology. Conclusions: We successfully developed a novel antigen-displaying HBsAg platform for generating vaccines targeting multiple pathogens. The RSV G CCD-expressing HBsAg induced a strong antibody response and provided effective protection against RSV infection. This platform offers a promising new approach for the development of next-generation vaccines. Full article
(This article belongs to the Section Vaccine Design, Development, and Delivery)
11 pages, 252 KB  
Article
Early Risk Stratification in Non-Classical Congenital Adrenal Hyperplasia Based on Newborn 17-OHP Screening Values, Hormonal Findings, and Genotype
by Jessica Munarin, Gerdi Tuli, Enza Pavanello and Luisa De Sanctis
J. Clin. Med. 2026, 15(7), 2631; https://doi.org/10.3390/jcm15072631 (registering DOI) - 30 Mar 2026
Abstract
Background/Objectives: Non-classical congenital adrenal hyperplasia (NCCAH) due to 21-hydroxylase deficiency represents the mildest form of congenital adrenal hyperplasia and is frequently diagnosed only after the onset of clinical signs in childhood. Newborn screening programs for CAH are primarily designed to detect classical [...] Read more.
Background/Objectives: Non-classical congenital adrenal hyperplasia (NCCAH) due to 21-hydroxylase deficiency represents the mildest form of congenital adrenal hyperplasia and is frequently diagnosed only after the onset of clinical signs in childhood. Newborn screening programs for CAH are primarily designed to detect classical forms and show limited sensitivity for NCCAH. The clinical significance of neonatal 17-hydroxyprogesterone (17-OHP) values below recall thresholds remains incompletely defined. Methods: We retrospectively analyzed clinical, auxological, hormonal, and genetic data from pediatric patients diagnosed with NCCAH between 2018 and 2023 at a tertiary referral center. Neonatal screening 17-OHP concentrations, basal and ACTH-stimulated 17-OHP levels at diagnosis, bone age advancement, pubertal status, and hydrocortisone treatment were evaluated. Correlations between hormonal parameters, age at onset, and treatment dose were assessed. Results: Thirty-five patients (30 females) were included, with a mean age at clinical onset of 7.52 ± 0.36 years for females and 6.25 ± 0.29 years for males. Premature pubarche was the most frequent presenting sign (94.3%), and central precocious puberty was diagnosed in 31.4% of cases. The mean neonatal screening 17-OHP level was 4.53 ± 0.7 ng/mL; only two patients exceeded the screening recall cut-off. At diagnosis, mean basal and ACTH-stimulated 17-OHP levels were 15.1 ± 3.35 and 55.2 ± 11.3 ng/mL, respectively. Age at clinical onset was inversely correlated with both basal and stimulated 17-OHP levels, while hydrocortisone dose correlated positively with biochemical severity. Bone age advancement was observed in all patients. Conclusions: Most children with NCCAH display mildly elevated neonatal 17-OHP values that do not trigger screening recall. Higher biochemical severity is associated with earlier clinical presentation and higher glucocorticoid requirements. Neonatal 17-OHP concentrations, even when below cut-off values, may represent an early indicator of disease severity and warrant further investigation. Full article
(This article belongs to the Special Issue New Advances and Clinical Outcomes of Pediatric Endocrinology)
20 pages, 5551 KB  
Article
AAV2.7m8-Mediated MicroRNA Expression Suppresses VEGF-Induced Angiogenic Responses in HUVEC
by Jin Young Yang, Jun-Sub Choi and Tae Kwann Park
Int. J. Mol. Sci. 2026, 27(7), 3123; https://doi.org/10.3390/ijms27073123 (registering DOI) - 30 Mar 2026
Abstract
Vascular endothelial growth factor (VEGF)-driven pathological angiogenesis constitutes a primary driver of neovascular diseases, including neovascular age-related macular degeneration (nAMD) and diabetic retinopathy (DR). Although anti-VEGF agents demonstrate clinical efficacy, their limited intraocular half-life mandates repeated intravitreal injections, thereby highlighting the imperative for [...] Read more.
Vascular endothelial growth factor (VEGF)-driven pathological angiogenesis constitutes a primary driver of neovascular diseases, including neovascular age-related macular degeneration (nAMD) and diabetic retinopathy (DR). Although anti-VEGF agents demonstrate clinical efficacy, their limited intraocular half-life mandates repeated intravitreal injections, thereby highlighting the imperative for long-term therapeutic strategies. In the present study, we assessed the anti-angiogenic potential of retinal organoid-derived microRNAs (miRNA) delivered via an engineered adeno-associated virus vector. Human umbilical vein endothelial cells (HUVEC) were transduced with AAV2.7m8 vectors to overexpress three candidate miRNA (miR-26a, miR-122, and let-7a), followed by VEGF stimulation to evaluate downstream signaling pathways and angiogenic responses. AAV2.7m8-mediated transduction of HUVEC demonstrated high efficiency without inducing detectable cytotoxicity. Overexpression of these miRNA markedly attenuated VEGF-induced phosphorylation of extracellular signal-regulated kinase (ERK), c-Jun N-terminal kinase (JNK), and p38 MAPK. Functional assays demonstrated suppression of endothelial cell proliferation and cell cycle progression, with miR-122-5p additionally inhibiting migration. All three miRNA substantially inhibited capillary-like tube formation. In aggregate, these results affirm that AAV2.7m8-mediated delivery of retinal organoid-derived miRNA —namely miR-26a-5p, miR-122-5p, and let-7a-5p—markedly suppresses VEGF-induced angiogenic signaling cascades and endothelial cell activation in vitro, thereby establishing their viability as a sustained therapeutic approach for pathological retinal neovascularization. Full article
(This article belongs to the Section Molecular Biology)
Show Figures

Figure 1

Back to TopTop