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Search Results (1,785)

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10 pages, 224 KB  
Article
Evaluating the Clinical Validity of the Meal Rounds Observation Form for Assessing Safe Food Intake in Patients with Dysphagia: A Multicenter Prospective Study
by Mitsuko Shimizu, Junko Fujitani, Ichiro Fujishima, Takehiro Karaho, Takeshi Kikutani, Yutaka Watanabe, Seiko Shibata, Yasushi Fujimoto and Mitsuyoshi Yoshida
Nutrients 2026, 18(8), 1226; https://doi.org/10.3390/nu18081226 - 14 Apr 2026
Viewed by 61
Abstract
Background/Objectives: Providing an appropriate diet to older adults with dysphagia can prevent aspiration, choking, and nutritional deficiencies and help preserve their quality of life. Therefore, assessments for determining the appropriateness of food types are required. This multicenter study aimed to determine the reliability [...] Read more.
Background/Objectives: Providing an appropriate diet to older adults with dysphagia can prevent aspiration, choking, and nutritional deficiencies and help preserve their quality of life. Therefore, assessments for determining the appropriateness of food types are required. This multicenter study aimed to determine the reliability and validity of the Meal Rounds Observation Form (MROF), which was developed to identify food forms that can be safely consumed by older adults with dysphagia. Methods: We analyzed 532 food–texture observations obtained from 155 participants (114 men and 41 women). The reliability and validity of the MROF were compared with those of videofluoroscopic (VF) or videoendoscopic (VE) examinations of swallowing. Results: The food-form categories were water (108 pairs), 0j (54 pairs), 0t (118 pairs), 1j (20 pairs), 2-1 (28 pairs), 2-2 (37 pairs), 3 (68 pairs), 4 (67 pairs), and normal food (32 pairs) based on JDD 2021 codes. The AUC was lowest for the water (0.568) category and highest for food forms requiring chewing, such as those of the 4 and normal food (0.678) categories. The sensitivity and specificity of the Gugging Swallowing Screen were 60.1% and 69.1%, respectively (p < 0.001). The agreement between the Gugging Swallowing Screen and the MROF evaluation for food types requiring mastication was 73.2%. Logistic regression analysis revealed asymmetric movement of the corners of the mouth and coughing as important indicators when evaluating food types requiring mastication. Conclusions: The MROF is useful for determining food intake safety when VF or VE tests cannot be performed in medical and nursing care settings and can guide clinical decision-making. However, caution is required in applying it clinically because of its relatively low specificity. Full article
(This article belongs to the Section Nutrition Methodology & Assessment)
22 pages, 882 KB  
Review
Artificial Intelligence for Tuberculosis Screening and Detection: From Evidence to Policy and Implementation
by Hien Thi Thu Nguyen, Vang Le-Quy, Anh Tuan Dinh-Xuan and Linh Nhat Nguyen
Diagnostics 2026, 16(8), 1127; https://doi.org/10.3390/diagnostics16081127 - 9 Apr 2026
Viewed by 351
Abstract
Artificial intelligence (AI) is increasingly used to support tuberculosis (TB) screening and diagnosis, particularly through computer-aided detection (CAD) applied to chest radiography (CXR). However, the programmatic value of AI depends not only on diagnostic accuracy but also on implementation context, threshold calibration, and [...] Read more.
Artificial intelligence (AI) is increasingly used to support tuberculosis (TB) screening and diagnosis, particularly through computer-aided detection (CAD) applied to chest radiography (CXR). However, the programmatic value of AI depends not only on diagnostic accuracy but also on implementation context, threshold calibration, and integration into diagnostic pathways. We conducted a narrative, state-of-the-art review of AI applications across the TB diagnosis pathway. Evidence was synthesized from World Health Organization policy documents, independent validation initiatives, and peer-reviewed studies published between 2010 and 2026, with a structured selection process aligned with PRISMA principles. CAD for CXR is the most mature AI application and is recommended by WHO for TB screening and triage among individuals aged ≥15 years in specific contexts. Across studies, CAD-CXR demonstrates sensitivity comparable to human readers, although performance varies by product, population, and imaging conditions, necessitating local threshold calibration. Evidence from implementation studies suggests improvements in screening efficiency and potential cost-effectiveness in high-burden settings. Other AI modalities, including computed tomography (CT)-based imaging analysis, point-of-care ultrasound interpretation, cough or stethoscope sound analysis, clinical risk models, and genomic resistance prediction show promising but heterogeneous results, with most requiring further independent validation and prospective evaluation. AI has the potential to strengthen TB screening and diagnostic pathways, but its impact depends on integration into health systems and evaluated using patient- and program-level outcomes rather than accuracy alone. A differentiated approach is needed, with responsible scale-up of policy-endorsed tools alongside rigorous evaluation of emerging technologies to support effective and equitable TB care. Full article
(This article belongs to the Special Issue Innovative Approaches to Tuberculosis Screening and Diagnosis)
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10 pages, 1683 KB  
Case Report
A Novel Homozygous Truncating CD8A Variant (p.Arg107Ter) in a Patient with Recurrent Sinopulmonary Infections: A Case Report and Literature Review
by Ali A. Asseri, Ebtesam Elgezawy, Sarah Ibrahim Summan, Abdullah A. Alamoudi and Ashwag Asiri
Healthcare 2026, 14(7), 969; https://doi.org/10.3390/healthcare14070969 - 7 Apr 2026
Viewed by 216
Abstract
Background: CD8A-related CD8α deficiency (Immunodeficiency 116) is a rare autosomal recessive primary immunodeficiency disease characterized by absent CD8+ T cells and variable sinopulmonary disease. Case Presentation: A seven-year-old boy from a consanguineous family was referred for chronic wet cough [...] Read more.
Background: CD8A-related CD8α deficiency (Immunodeficiency 116) is a rare autosomal recessive primary immunodeficiency disease characterized by absent CD8+ T cells and variable sinopulmonary disease. Case Presentation: A seven-year-old boy from a consanguineous family was referred for chronic wet cough and “uncontrolled asthma” despite being prescribed high-dose inhaled corticosteroids and montelukast. He was hospitalized seven times over a two-year period for presumed asthma exacerbations complicated by pneumonia. An examination revealed bilateral crackles without wheezing. Throat culture tested positive for Haemophilus influenzae. CT imaging showed signs of chronic rhinosinusitis (maxillary mucosal thickening) and chronic airway disease with bronchiectatic changes. The patient’s immunoglobulin levels were within normal ranges for his age group. Flow cytometry revealed profound CD8+ T-cell lymphopenia (CD8+ 0.21%; 11 cells/µL; near-absent after excluding dual-positive cells) with expansion of CD3+CD4CD8 T cells (29.5%). CD8A gene sequencing identified a novel homozygous nonsense variant NM_001768.7:c.319C>T (p.Arg107Ter; GRCh38: chr2:86790412G>A), consistent with loss of CD8α and secondary loss of CD8β surface expression. A literature review identified three previously reported symptomatic patients (and two asymptomatic sisters in the first family), all with recurrent respiratory infections and variable structural lung disease. Conclusions: This case highlights CD8A deficiency as a rare mimic of pediatric asthma and expands the genotype spectrum with a truncating CD8A variant. Early lymphocyte immunophenotyping in children with recurrent sinopulmonary infections may prevent delayed diagnosis and progressive airway damage. Full article
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34 pages, 2111 KB  
Review
Chemical Compositions, Traditional Applications, and Biological Activities of Gnaphalium affine D. Don: A Comprehensive Review
by Chen Ding, Yimiao Zhou, Lin Yang, Liquan Zhou and Zuowei Xiao
Molecules 2026, 31(7), 1199; https://doi.org/10.3390/molecules31071199 - 4 Apr 2026
Viewed by 485
Abstract
Gnaphalium affine D. Don (G. affine), a genus within the genus Gnaphalium of the Asteraceae family, is recognized as a significant medicinal resource. Phytochemical investigations identified various bioactive compounds in G. affine, including flavonoids, terpenoids, phenolic acids, alkaloids, and amino [...] Read more.
Gnaphalium affine D. Don (G. affine), a genus within the genus Gnaphalium of the Asteraceae family, is recognized as a significant medicinal resource. Phytochemical investigations identified various bioactive compounds in G. affine, including flavonoids, terpenoids, phenolic acids, alkaloids, and amino acids. These compounds exhibit a range of pharmacological activities such as antimicrobial, cough expectorant, antioxidant, and anti-inflammatory properties, as well as the regulation of lipid and glucose metabolism, reduction of uric acid levels, hepatoprotective effects, and anti-tumor activities. However, research concerning the chemical composition, biological activities, and potential applications of synthesized G. affine remains limited. In light of the growing interest in this species, the present paper aims to provide a comprehensive overview of the current research advancements related to the traditional applications, chemical constituents, and biological effects of G. affine. Additionally, this study will discuss future prospects for the development and application of G. affine to enhance its utilization in various fields. Full article
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26 pages, 827 KB  
Article
Modeling and Simulation of Whooping Cough Transmission in Japan: A SEIRS Approach with LSTM and Latin Hypercube Sampling-Based Parameter Estimation
by Yinghui Chen and Chairat Modnak
Mathematics 2026, 14(7), 1207; https://doi.org/10.3390/math14071207 - 3 Apr 2026
Viewed by 285
Abstract
Whooping cough has re-emerged as a significant global public health concern. Hence, an SEIRS model for whooping cough transmission in Japan is proposed to capture the disease dynamics because of a strong resurgence of the epidemic. The model is analyzed mathematically, establishing the [...] Read more.
Whooping cough has re-emerged as a significant global public health concern. Hence, an SEIRS model for whooping cough transmission in Japan is proposed to capture the disease dynamics because of a strong resurgence of the epidemic. The model is analyzed mathematically, establishing the non-negativity and boundedness of its solutions and investigating both the disease-free and endemic equilibria with their local and global stability. The model is fitted to actual infection data by estimating the time-varying transmission rates using a Long Short-Term Memory (LSTM) network and calibrating vaccination and treatment rates via Latin Hypercube Sampling (LHS). Sensitivity analysis identifies the key parameters for optimal control, and results indicate that simultaneously enhancing the vaccination rate most effectively mitigates the epidemic, as supported by cost-effectiveness analysis. Full article
(This article belongs to the Section E1: Mathematics and Computer Science)
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32 pages, 1064 KB  
Systematic Review
Nonpharmacological Interventions for Pain Relief During Peripheral Venous Cannulation: Implications for Practice
by Damian Romańczuk, Aleksandra Maruszak, Sandra Lange, Wioletta Mędrzycka-Dąbrowska, Grzegorz Cichowlas and Anna Gąsior
J. Clin. Med. 2026, 15(7), 2662; https://doi.org/10.3390/jcm15072662 - 31 Mar 2026
Viewed by 1143
Abstract
Background: Peripheral venous cannulation is one of the most common clinical procedures, yet it often causes significant pain, anxiety, and discomfort for patients. While pharmacological methods exist, non-pharmacological interventions offer a low-cost, low-risk alternative that eliminates waiting times for anesthetic onset. The aim [...] Read more.
Background: Peripheral venous cannulation is one of the most common clinical procedures, yet it often causes significant pain, anxiety, and discomfort for patients. While pharmacological methods exist, non-pharmacological interventions offer a low-cost, low-risk alternative that eliminates waiting times for anesthetic onset. The aim of this review is to synthesize the various nonpharmacological interventions for procedural pain reduction during PIVC in adults, covering interventions ranging from psychological distraction to advanced procedural support technologies. Methods: A systematic review was conducted following PRISMA 2020 guidelines and the Joanna Briggs Institute (JBI) framework. Databases including PubMed, CINAHL, Web of Science, and Scopus were searched for studies published between 2015 and 2025. Inclusion criteria focused on randomized controlled trials (RCTs) and quasi-experimental studies involving adult patients undergoing PIVC. Results: Thirty studies (29 randomized controlled trials and one experimental study) were included in the final analysis. The interventions were categorized into three primary groups: distraction techniques, physical methods, and behavioral techniques. The application of virtual reality (VR), optical illusion cards, and music therapy significantly reduced pain scores and enhanced patient satisfaction. Similarly, physical methods, such as thermomechanical stimulation (e.g., the Buzzy® device), local heat application, and vibration, were found to be effective in lowering pain intensity compared to standard care. Behavioral techniques, including the “cough trick,” diaphragmatic breathing, and the Valsalva maneuver, consistently demonstrated efficacy in reducing both procedural pain and anxiety. Notably, while most interventions successfully reduced pain, certain methods—such as near-infrared (NIR) vein visualization—improved procedural success rates without significantly altering the subjective perception of pain. Conclusions: Findings from this review suggest that non-pharmacological interventions may serve as effective, safe, and feasible adjuncts for pain management during peripheral venous cannulation. Techniques such as the cough trick and vibration-based devices are particularly recommended due to their ease of integration into routine nursing practice, potentially improving patient comfort and clinical outcomes. Full article
(This article belongs to the Section Anesthesiology)
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45 pages, 1270 KB  
Review
Kalanchoe daigremontiana from Ornamental to Pharmaceutical Applications
by Cecilia Guadalupe de Loza-García, Ana Belem Rubio-García, Salvador Hernández-Estrada, Luis Alfonso Hernández-Villaseñor, Luis Antonio Ramirez-Contreras, Jorge Manuel Silva-Jara, Jorge L. Mejía-Méndez, Zuamí Villagrán, Eugenio Sánchez-Arreola, Napoleón González-Silva and Luis Miguel Anaya-Esparza
Sci. Pharm. 2026, 94(2), 27; https://doi.org/10.3390/scipharm94020027 - 31 Mar 2026
Viewed by 505
Abstract
Kalanchoe daigremontiana, a succulent herbaceous plant in the Crassulaceae family from Madagascar, has gained global popularity as an ornamental and medicinal species. This review examines the traditional uses, phytochemical composition, biological properties, toxicological aspects, and regulatory challenges of K. daigremontiana. The [...] Read more.
Kalanchoe daigremontiana, a succulent herbaceous plant in the Crassulaceae family from Madagascar, has gained global popularity as an ornamental and medicinal species. This review examines the traditional uses, phytochemical composition, biological properties, toxicological aspects, and regulatory challenges of K. daigremontiana. The traditional medicinal uses of its leaves and roots include treating burns, rheumatic disorders, hypertension, diabetes, kidney pain, diarrhea, cough, fever, gastric issues, anxiety, inflammation, and cancer. Chemical compounds identified include phenolic acids, flavonoids, tannins, alkaloids, glycosides, saponins, sterols, terpenes, and fatty acids, with phenolic compounds and bufadienolides being predominant. In vitro studies of the crude extracts, bufadienolide-rich fractions, and isolated compounds have shown antioxidant, antibacterial, antifungal, antiviral, antiparasitic, anthelmintic, anti-inflammatory, anticoagulant, anti-aging, cytotoxic, antitumoral, and antiproliferative properties. In vivo studies have demonstrated hepatoprotective, skincare, and cardiac-glycoside-like effects. While crude extracts and bufadienolide-rich fractions have shown toxic effects in 2-week-old chicks, guinea pigs, and Artemia salina, no toxicity has been reported in goats, broiler chickens, laying hens, or human erythrocytes. Although K. daigremontiana-based products are commercially available as dietary supplements with various health claims, these lack scientific validation. Despite the potential pharmaceutical applications of K. daigremontiana, further research is needed to determine its effects, dosage, mechanisms, long-term safety, and side effects, with clinical studies essential to validate its therapeutic potential. Full article
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8 pages, 195 KB  
Article
Benign Acute Childhood Myositis Before and After COVID-19: A Nine-Year Retrospective Study
by Helena Ferreira, Carolina Pinto da Costa, Sofia Silva Faria, Ana Luísa Correia and Sofia Aroso
Pediatr. Rep. 2026, 18(2), 47; https://doi.org/10.3390/pediatric18020047 - 31 Mar 2026
Viewed by 185
Abstract
Background/Objectives: This aim of this study was to describe the demographic, clinical, and laboratory characteristics of hospitalized children with benign acute childhood myositis (BACM) and to evaluate seasonal patterns, including changes observed during the COVID-19 pandemic. Methods: We conducted a retrospective [...] Read more.
Background/Objectives: This aim of this study was to describe the demographic, clinical, and laboratory characteristics of hospitalized children with benign acute childhood myositis (BACM) and to evaluate seasonal patterns, including changes observed during the COVID-19 pandemic. Methods: We conducted a retrospective single-center review of pediatric patients hospitalized with a diagnosis of BACM between January 2016 and December 2024. Clinical, laboratory, and epidemiological data were analyzed, including seasonal distribution before and after the COVID-19 pandemic. Results: We identified 47 cases of BACM, with a male predominance (66%) and a median age of 7 years. Most cases (72%) occurred during autumn and spring. The most common prodromal symptoms were fever, cough and rhinorrhea. Bilateral calf pain was the most frequent presenting symptom. The median creatine phosphokinase (CPK) level was 4986 U/L, with higher values in boys (p = 0.040). Higher CPK levels were associated with longer hospital stays in our cohort (p = 0.030). Influenza B was the most frequently identified pathogen (63%). No BACM cases were recorded during the COVID-19 pandemic period (2020–2022), followed by an increase in 2024. All patients fully recovered, with a median hospital stay of 3.2 days. Conclusions: BACM is a self-limiting condition with a characteristic clinical and laboratory profile. The absence of cases during the COVID-19 pandemic suggests a possible association between reduced viral circulation and BACM incidence. Awareness of its typical presentation may support early diagnosis, reduce unnecessary investigations, and facilitate appropriate clinical management. Full article
12 pages, 600 KB  
Article
Bone Turnover Markers as Biomarkers of Cough Dysfunction and Respiratory Risk in Subacute Ischemic Stroke
by Ki-Hyeok Ku, Seung Don Yoo, Dong Hwan Kim, Seung Ah Lee, Sung Joon Chung, Jinkyeong Park, Sae Rom Kim and Eo Jin Park
Diagnostics 2026, 16(7), 1008; https://doi.org/10.3390/diagnostics16071008 - 27 Mar 2026
Viewed by 334
Abstract
Background/Objectives: Peak cough flow (PCF) is an objective measure of cough effectiveness after stroke, but biomarkers reflecting physiological vulnerability related to reduced PCF are not well established. We investigated whether bone turnover markers (BTMs)—C-terminal telopeptide of type I collagen (CTX) and procollagen [...] Read more.
Background/Objectives: Peak cough flow (PCF) is an objective measure of cough effectiveness after stroke, but biomarkers reflecting physiological vulnerability related to reduced PCF are not well established. We investigated whether bone turnover markers (BTMs)—C-terminal telopeptide of type I collagen (CTX) and procollagen type 1 N-terminal propeptide (P1NP)—were associated with PCF in subacute ischemic stroke. Methods: In this retrospective study, 112 patients admitted within 21 days of stroke onset had fasting morning CTX and P1NP measured by electrochemiluminescence immunoassay, and PCF measured within 72 h of admission. Associations were assessed using Spearman correlation and multivariable linear regression with BTMs standardized (per 1 standard deviation increase), adjusting for age, sex, body mass index, onset-to-admission days, National Institutes of Health Stroke Scale score, Korean version of the Modified Barthel Index, estimated glomerular filtration rate, smoking status, and brainstem lesion. Results: CTX showed an inverse correlation with PCF (rho = −0.469; p < 0.001) and remained independently associated with lower PCF after multivariable adjustment (β = −42.32 L/min; 95% confidence interval, −56.12 to −28.52; p < 0.001), whereas P1NP showed weaker associations. In secondary outcome analyses, higher CTX was associated with low PCF (PCF < 160 L/min), aspiration pneumonia, and longer length of stay. Conclusions: Higher CTX levels were independently associated with lower peak cough flow and selected respiratory-related outcomes in this retrospective cohort. These findings are hypothesis-generating, do not imply prognostic validation, and warrant confirmation in prospective multicenter studies assessing incremental predictive value. Full article
(This article belongs to the Special Issue Clinical Diagnostics and Management of Stroke)
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15 pages, 748 KB  
Article
Urinary Outcomes Following a Novel Reconstructive Pelvic Organ Prolapse Surgery: Randomized Controlled Trial
by Kristians Šušpanovs, Igors Ivanovs, Vilnis Lietuvietis, Ronalds Mačuks, Ieva Siksaliete, Dmitrijs Aleksandrovs and Dainis Krieviņš
Medicina 2026, 62(4), 619; https://doi.org/10.3390/medicina62040619 - 25 Mar 2026
Viewed by 254
Abstract
Background and Objectives: The close anatomical relationship between pelvic support structures and the lower urinary tract contributes to high rates of urinary dysfunction among patients with pelvic organ prolapse (POP). POP reduction alone has been shown to alter urinary tract functioning. The aim [...] Read more.
Background and Objectives: The close anatomical relationship between pelvic support structures and the lower urinary tract contributes to high rates of urinary dysfunction among patients with pelvic organ prolapse (POP). POP reduction alone has been shown to alter urinary tract functioning. The aim of this study was to assess urinary functioning outcomes following a novel reconstructive surgical technique for POP. Materials and Methods: This randomized controlled trial was conducted between September 2024 and December 2025. The trial was registered in the German Clinical Trials Register (identifier: DRKS00038206), on 27 October 2025. Participants were randomly assigned to undergo either conventional laparoscopic sacrocervicopexy or the modified technique. Urinary outcomes were assessed using the International Consultation on Incontinence Questionnaire—Urinary Incontinence Short Form (ICIQ-UI), the Urogenital Distress Inventory Short Form (UDI-6), the cough test, and urodynamic testing. Assessments were performed prior to surgery and at a 6-month follow-up. Results: Both the classical and modified techniques resulted in significant improvements in ICIQ-UI and UDI-6 scores. However, no statistically significant differences were observed between groups. De novo SUI occurred in 14.3% of patients in the classical technique group and in no patients in the modified technique group. Conclusions: Urinary symptoms improved in both groups, with no statistically significant between-group differences. De novo SUI occurred only in the classical technique group, but this finding should be interpreted cautiously given the limited sample size. These results are exploratory and hypothesis-generating, and larger studies with longer follow-up are needed to clarify whether true between-group differences in postoperative continence outcomes exist. Full article
(This article belongs to the Special Issue Outcomes After Surgical Treatment of Pelvic Organ Prolapse)
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11 pages, 2502 KB  
Case Report
Median Sternotomy Closure Using an Ultra-High-Molecular-Weight Polyethylene Suture Following Thymectomy in a Dog: A Case Report
by Songju Park, Jun Suk Jo, Sangyul Lee, Min-Young Kim and Hwi-Yool Kim
Vet. Sci. 2026, 13(4), 311; https://doi.org/10.3390/vetsci13040311 - 25 Mar 2026
Viewed by 270
Abstract
A 10-year-old castrated male Chihuahua weighing 3.06 kg was presented with a chronic, progressively worsening cough of five months’ duration. Diagnostic imaging, including thoracic radiography and computed tomography, identified a well-defined cranial mediastinal mass consistent with a thymic tumor. Surgical excision was performed [...] Read more.
A 10-year-old castrated male Chihuahua weighing 3.06 kg was presented with a chronic, progressively worsening cough of five months’ duration. Diagnostic imaging, including thoracic radiography and computed tomography, identified a well-defined cranial mediastinal mass consistent with a thymic tumor. Surgical excision was performed via median sternotomy with complete thymectomy. Following tumor removal, sternal closure was achieved using a non-absorbable ultra-high-molecular-weight polyethylene (UHMWPE) suture material (FiberWire®, Arthrex, Naples, FL, USA). Histopathological examination confirmed the diagnosis of an epithelial-predominant thymoma with narrow but complete surgical margins. Postoperative recovery was uneventful, and the dog was discharged three days after surgery. Clinical signs, including coughing, progressively improved during follow-up. Radiographic evaluation performed up to postoperative day 57 demonstrated stable sternal alignment without evidence of dehiscence, implant-related complications, or disease recurrence. This report describes the first clinical case of FiberWire use for median sternotomy closure following thymectomy in a dog. The favorable clinical and radiographic outcomes observed during postoperative follow-up suggest that FiberWire may represent a viable alternative to traditional stainless-steel wire for sternal fixation in canine thoracic surgery. Full article
(This article belongs to the Section Veterinary Surgery)
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30 pages, 9811 KB  
Article
Audio-Based Screening of Respiratory Diseases Using Machine Learning: A Methodological Framework Evaluated on a Clinically Validated COVID-19 Cough Dataset
by Arley Magnolia Aquino-García, Humberto Pérez-Espinosa, Javier Andreu-Perez and Ansel Y. Rodríguez González
Mach. Learn. Knowl. Extr. 2026, 8(3), 80; https://doi.org/10.3390/make8030080 - 20 Mar 2026
Viewed by 393
Abstract
The development of AI-driven computational methods has enabled rapid and non-invasive analysis of respiratory sounds using acoustic data, particularly cough recordings. Although the COVID-19 pandemic accelerated research on cough-based acoustic analysis, many early studies were limited by insufficient data quality, lack of standardized [...] Read more.
The development of AI-driven computational methods has enabled rapid and non-invasive analysis of respiratory sounds using acoustic data, particularly cough recordings. Although the COVID-19 pandemic accelerated research on cough-based acoustic analysis, many early studies were limited by insufficient data quality, lack of standardized protocols, and limited reproducibility due to data scarcity. In this study, we propose an audio analysis framework for cough-based respiratory disease screening research using COVID-19 as a clinically validated case dataset. All analyses were conducted on a single clinically acquired multicentric dataset collected under standardized conditions in certified laboratories in Mexico and Spain, comprising cough recordings from 1105 individuals. Model training and testing were performed exclusively within this dataset. The framework incorporates signal preprocessing and a comparative evaluation of segmentation strategies, showing that segmented cough analysis significantly outperforms full-signal analysis. Class imbalance was addressed using the Synthetic Minority Over-sampling Technique (SMOTE) for CNN2D models and the supervised Resample filter implemented in WEKA for classical machine learning models, both applied exclusively to the training subset to generate balanced training sets and prevent data leakage. Feature extraction and classification were carried out using Random Forest, Support Vector Machine (SVM), XGBoost, and a 2D Convolutional Neural Network (CNN2D), with hyperparameter optimization via AutoML. The proposed framework achieved a best balanced screening performance of 85.58% sensitivity and 86.65% specificity (Random Forest with GeMAPSvB01), while the highest-specificity configuration reached 93.90% specificity with 18.14% sensitivity (CNN2D with SMOTE and AutoML). These results demonstrate the methodological feasibility of the proposed framework under the evaluated conditions. Full article
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13 pages, 564 KB  
Article
Evaluation of the Effects of an Immune-Boosting Food Supplement on the Severity and Frequency of Pediatric Respiratory Tract Infections: A Randomized, Double-Blind, Placebo-Controlled Clinical Trial
by Fabrizio Calapai, Ilaria Ammendolia, Carmen Mannucci, Giorgia Bulferi, Lara Pauletto, Heide De Togni, Rita La Paglia, Floriana Raso, Mariaconcetta Currò and Gioacchino Calapai
Children 2026, 13(3), 428; https://doi.org/10.3390/children13030428 - 20 Mar 2026
Viewed by 424
Abstract
Background: Respiratory tract infections (RTIs) are common in children and represent one of the main reasons for pediatric consultations. Although generally benign, pediatric RTIs can lead to medical complications and significant socioeconomic burden. The objective of this trial was to evaluate the [...] Read more.
Background: Respiratory tract infections (RTIs) are common in children and represent one of the main reasons for pediatric consultations. Although generally benign, pediatric RTIs can lead to medical complications and significant socioeconomic burden. The objective of this trial was to evaluate the efficacy of a food supplement intended to support the immune system in reducing the rate and severity of pediatric RTIs. Methods: A randomized, double-blind, placebo-controlled, parallel-group clinical trial was conducted to assess the efficacy and safety of a food supplement based on vitamins, minerals, herbal extracts, and Lactobacillus rhamnosus CRL1505 (Pegaso® Immuno Junior). A daily dose was administered for approximately 60 days within a three-month period to children aged 3–10 years with at least four RTI episodes in the previous year. RTI frequency, illness days, days with fever, cough, and rhinitis, and antipyretic and antibiotic use per episode were recorded over four months. Results: A total of 110 children completed the study. Compared with the placebo, the active supplement significantly reduced the mean number of RTI episodes per child (2.41 ± 0.84 vs. 4.13 ± 1.66; RR = 0.745, 95% CI 0.583–0.953) as well as the number of illness days, days with fever, cough, and rhinitis, and days with antipyretic or antibiotic use. The supplement was well-tolerated. Conclusions: The patented supplementation based on vitamins, minerals, herbal extracts, and Lactobacillus rhamnosus CRL1505 (Pegaso® Immuno Junior), taken over a three-month period, may reduce the frequency and severity of RTIs in children aged 3–10 years. Full article
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14 pages, 629 KB  
Article
Sarcopenia and Comorbidity Burden Independently Predict Cough Impairment in Hospitalized Patients: A Cross-Sectional Study
by Marco Casciaro, Sara Manti, Delia Mammano, Antonella Gambadauro, Giorgio Basile, Chiara Tombetti, Silvano Cincotti, Francesco Nucera, Sebastiano Gangemi and Paolo Ruggeri
J. Clin. Med. 2026, 15(6), 2332; https://doi.org/10.3390/jcm15062332 - 18 Mar 2026
Viewed by 281
Abstract
Background and Objectives: Peak Cough Flow (PCF) is an objective measure of cough effectiveness, traditionally used in patients with neuromuscular disorders. Sarcopenia may also impair respiratory muscles, but its relationship with cough efficacy in hospitalized patients with respiratory diseases is not well established. [...] Read more.
Background and Objectives: Peak Cough Flow (PCF) is an objective measure of cough effectiveness, traditionally used in patients with neuromuscular disorders. Sarcopenia may also impair respiratory muscles, but its relationship with cough efficacy in hospitalized patients with respiratory diseases is not well established. This study investigated the correlation between PCF and sarcopenia indicators and evaluated the influence of comorbidities, anthropometric variables, and body position on PCF. Methods: A cross-sectional observational study was performed. PCF was measured using a portable peak flow meter in seated and supine positions. Sarcopenia was assessed through handgrip strength and validated questionnaires. Comorbidity burden was quantified using the Charlson Comorbidity Index (CCI). Nutritional status and sleep apnea risk were evaluated with the Mini Nutritional Assessment–Short Form (MNA-SF) and STOP-BANG questionnaire. Correlation analyses and linear regression were performed. Results: 53 patients were enrolled (mean age 72.6 ± 15.2 years; 64% male). Men showed significantly higher PCF values than women in both seated (p < 0.001) and supine positions (p < 0.001). Sarcopenic patients exhibited reduced PCF compared to non-sarcopenic subjects (p = 0.037). Handgrip strength was strongly correlated with PCF in seated and supine positions (p < 0.0001). CCI was negatively correlated with PCF (seated r2 = 0.17, p = 0.0021; supine r2 = 0.16, p = 0.0027). No significant associations were observed with BMI, MNA-SF, or STOP-BANG. Postural change resulted in comparable PCF reduction in men and women (ΔPCF: 20 ± 37.9 vs. 17 ± 37.9 L/min). Conclusions: Sarcopenia and comorbidity burden are significantly associated with reduced cough efficacy. Handgrip strength is a strong predictor of PCF, supporting routine PCF assessment beyond neuromuscular populations. Full article
(This article belongs to the Section Respiratory Medicine)
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Case Report
A Fatal Case of Puumala Virus Infection with Pulmonary and Renal Syndrome in Moscow Region, Russia
by Ekaterina Blinova, Tamara Dzagurova, Galina Gopatsa, Natalya Pshenichnaya, Evgeny Morozkin and Vasiliy Akimkin
Pathogens 2026, 15(3), 321; https://doi.org/10.3390/pathogens15030321 - 17 Mar 2026
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Abstract
Hemorrhagic fever with renal syndrome (HFRS) is the most common zoonotic disease in Russia, with about a 98% abundance of Puumala virus in all HFRS cases. We report clinical manifestations and genomic characteristics of the Puumala virus strain that caused an unconventional course [...] Read more.
Hemorrhagic fever with renal syndrome (HFRS) is the most common zoonotic disease in Russia, with about a 98% abundance of Puumala virus in all HFRS cases. We report clinical manifestations and genomic characteristics of the Puumala virus strain that caused an unconventional course of HFRS with sudden death. The patient was admitted to the hospital on the third day from fever onset with hyperthermia, cough, shortness of breath, and severe weakness, and died 28 h after hospitalization despite intensive care. Further analyses of autopsy samples led to Puumala virus detection. The viral genome was sequenced, followed by phylogenetic and similarity plot analyses. The genomic sequences of three viral segments were identified as endemic for the Moscow region strain. Phylogenetic and similarity plot analysis revealed the reassortant origin of the strain via M segment exchange. This finding increases the explored molecular diversity of Puumala virus in the Central Federal District and underscores the need for heightened awareness of HFRS manifestations that deviate from regular clinical presentation. Full article
(This article belongs to the Section Viral Pathogens)
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