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23 pages, 10508 KB  
Article
(E)-2-Hexenal Combats Rice Sheath Blight Through Direct Pathogen Inhibition and Host Defense Reprogramming
by Wenyan Fan, Wenjuan Wang, Xinyan Liang, Liting Feng, Xinyi Lv, Jitong Li, Yiping Wang and Jinglan Liu
Plants 2026, 15(10), 1581; https://doi.org/10.3390/plants15101581 - 21 May 2026
Viewed by 203
Abstract
Volatile organic compounds (VOCs) have garnered substantial research interest in recent years due to their biodegradability, low toxicity, and potent antimicrobial properties against various plant pathogens. As a typical herbivore-induced plant volatile (HIPV) elicited by Nilaparvata lugens (Brown planthopper, BPH), (E)-2-hexenal has been [...] Read more.
Volatile organic compounds (VOCs) have garnered substantial research interest in recent years due to their biodegradability, low toxicity, and potent antimicrobial properties against various plant pathogens. As a typical herbivore-induced plant volatile (HIPV) elicited by Nilaparvata lugens (Brown planthopper, BPH), (E)-2-hexenal has been identified as a promising natural antimicrobial agent. In this study, we investigated the protective potential of (E)-2-hexenal against Rhizoctonia solani (R. solani) in rice, focusing on both its direct antifungal activity and host-mediated defense mechanisms. In vitro antifungal assays demonstrated that treatment with 100 μL/mL (E)-2-hexenal resulted in a 91.07% inhibition of R. solani mycelial growth after 48 h. Scanning electron microscopy (SEM) observation and chitinase activity analysis revealed that (E)-2-hexenal suppressed fungal growth by disrupting the structural integrity of the pathogen cell wall. Furthermore, 100 μL/mL (E)-2-hexenal effectively conferred protection to detached rice leaves. Whole-plant inoculation assays confirmed that (E)-2-hexenal pretreatment significantly alleviated disease symptoms and triggered systemic resistance in rice plants. Physiological and biochemical analyses showed that (E)-2-hexenal treatment enhanced the activities of defense-related enzymes, elevated hydrogen peroxide (H2O2) levels, and promoted the accumulation of defensive metabolites in rice leaves. HPLC-MS quantification further revealed significant increases in the endogenous levels of jasmonic acid (JA) and salicylic acid (SA). Transcriptomic KEGG pathway enrichment analysis indicated that differentially expressed genes (DEGs) were mainly involved in alpha-linolenic acid metabolism, diterpenoid biosynthesis, phenylpropanoid biosynthesis, plant–pathogen interaction, and plant hormone signal transduction. Collectively, these results suggest that (E)-2-hexenal enhances rice resistance to sheath blight disease via a dual-action mechanism: direct inhibition of fungal development and activation of host immune responses. Our findings highlight the potential application of (E)-2-hexenal and other VOCs in developing eco-friendly strategies for sustainable rice disease management. Full article
(This article belongs to the Section Crop Physiology and Crop Production)
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5 pages, 4103 KB  
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Acute Esophageal Mucosal Lesion Mimicking Severe Reflux Esophagitis in Diabetic Ketoacidosis: A Diagnostic Pitfall
by Yohei Midori, Koji Hayashi, Maho Hayashi and Hidetaka Matsuda
Diagnostics 2026, 16(10), 1566; https://doi.org/10.3390/diagnostics16101566 - 21 May 2026
Viewed by 125
Abstract
A 65-year-old man with type 2 diabetes presented with abdominal pain. Although he had no typical reflux symptoms such as heartburn or acid regurgitation, esophagogastroduodenoscopy (EGD) showed findings suggestive of reflux esophagitis, and proton pump inhibitor therapy was initiated. Two months later, he [...] Read more.
A 65-year-old man with type 2 diabetes presented with abdominal pain. Although he had no typical reflux symptoms such as heartburn or acid regurgitation, esophagogastroduodenoscopy (EGD) showed findings suggestive of reflux esophagitis, and proton pump inhibitor therapy was initiated. Two months later, he was admitted with intractable vomiting. EGD demonstrated diffuse circumferential mucosal injury without black discoloration, predominantly in the distal esophagus. These findings were interpreted as severe reflux esophagitis (Los Angeles grade D; RE-D). Symptoms improved with supportive care, glycemic control, and continued PPI therapy; follow-up EGD showed marked improvement. Six months later, he re-presented with identical symptoms and endoscopic findings. Laboratory testing confirmed diabetic ketoacidosis (DKA), with ketonuria, elevated total ketone bodies (2469 µmol/L), and high-anion gap metabolic acidosis (anion gap 17.2 mEq/L). The diagnosis was revised to DKA-associated acute esophageal mucosal lesion (AEML). He improved with fluid resuscitation and insulin therapy, and medication adherence was reinforced. Follow-up EGD showed complete healing without recurrence. AEML has been proposed as a spectrum that includes acute esophageal necrosis (AEN; “black esophagus”) and esophagitis without black-appearing mucosa. This case highlights a diagnostic pitfall in which DKA-associated AEML without black discoloration may be misattributed to severe reflux esophagitis. When the clinical presentation or endoscopic appearance is severe or atypical, clinicians should consider AEML and evaluate for underlying systemic precipitants. Full article
(This article belongs to the Special Issue Advances in Endoscopy—A New Era in Gastrointestinal Diagnostics)
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16 pages, 370 KB  
Article
Psychobiological Correlates of Perceived Physical Activity Barriers: Insomnia, Chronotype, and Caffeine Consumption
by Mehmet Emre Eryücel and Mustafa Akil
Int. J. Environ. Res. Public Health 2026, 23(5), 666; https://doi.org/10.3390/ijerph23050666 - 19 May 2026
Viewed by 165
Abstract
Physical activity participation in young adulthood is typically explained by motivational and environmental determinants; however, regulatory models of daily behaviour suggest that transient fluctuations in sleep quality, circadian preference, and stimulant use may also be associated with how individuals appraise effort-related demands. Within [...] Read more.
Physical activity participation in young adulthood is typically explained by motivational and environmental determinants; however, regulatory models of daily behaviour suggest that transient fluctuations in sleep quality, circadian preference, and stimulant use may also be associated with how individuals appraise effort-related demands. Within this behavioural–temporal regulatory perspective, perceived barriers to physical activity may be related to variations in functional energy, alertness, and temporal alignment rather than solely stable contextual constraints. The present cross-sectional study examined whether insomnia symptoms (sleep initiation and awakening problems), chronotype, and daily caffeine intake were concurrently related to perceived personal, social, and environmental physical activity barriers in 788 university students (18–27 years). Standardized self-report measures were administered under controlled assessment conditions. Pearson correlations and theory-informed hierarchical regression models were applied. Sleep initiation problems demonstrated very weak positive correlations with total and domain-specific barriers (r = 0.12–0.17), whereas awakening problems showed very weak inverse correlations (r = −0.10 to −0.14, p ≤ 0.005). Chronotype was weakly associated only with personal barriers (β ≈ −0.09, p = 0.013). Daily caffeine intake showed a weak negative association with environmental barriers (β ≈ −0.15, p < 0.001). Across models, explained variance remained limited (adjusted R2 = 0.040–0.053), indicating that these variables explained only a very small proportion of variance in perceived physical activity barriers. These findings suggest that sleep-related and chronobiological characteristics are not meaningful independent predictors of perceived physical activity barriers in this population and demonstrate only weak, domain-specific, and non-directionally consistent associations. Accordingly, the findings should be interpreted cautiously as exploratory rather than practically predictive. Given the cross-sectional design and low explained variance, the results primarily highlight the limited explanatory utility of these psychobiological factors relative to broader unmeasured contextual determinants. Longitudinal and time-sensitive designs incorporating objective behavioural assessments are required to clarify temporal ordering and potential regulatory mechanisms. Full article
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19 pages, 16456 KB  
Article
Understanding of Microbial Causes, Clinicopathological Evaluation, Molecular Analysis, and Associated Risk Factors of Ear Infections in Dogs
by Gopakrishna Mohanty, Prasana Kumar Rath, Bidyut Prava Mishra, Annushree Mishra, Shanta Swarupa Mishra, Aditya Prasad Acharya, Susen Kumar Panda, Rajeev Ranjan and Manoj Kumar Jena
J. Mol. Pathol. 2026, 7(2), 20; https://doi.org/10.3390/jmp7020020 - 19 May 2026
Viewed by 201
Abstract
Objective: Dog ear infections can have a variety of multifactorial causes, some of which are regarded as zoonotic. Thus, the present study was aimed at understanding the microbial causes, clinical evaluation, molecular analysis and associated risk factors of ear infections in dogs for [...] Read more.
Objective: Dog ear infections can have a variety of multifactorial causes, some of which are regarded as zoonotic. Thus, the present study was aimed at understanding the microbial causes, clinical evaluation, molecular analysis and associated risk factors of ear infections in dogs for their management. Methods: A total of 167 dogs were screened for ear infections based on history and clinical signs. An auricular swab was collected and processed with standard methods. Head tilting to the afflicted side, ear pain when palpated, pawing at the ear and purulent discharges from the ear canal were typical clinical symptoms. Results: A total of 13.77% of dogs were positive for ear infection, and among these, 13.17% showed unilateral right-sided ear infections. Dogs with pendulous ears (56.52%), Labrador breeds (34.78%), males (56.52%), dogs older than 4 years (52.17%), and during the monsoon season (65.21%) had higher rates of ear infections among the total dogs screened (n = 167) for aural infections. Anaemia, leukocytosis, neutrophilia, and elevated levels of total protein, cholesterol, BUN, and AST were observed in dogs with ear infections. Cytological analyses showed the presence of yeast cells and bacteria, along with hyperkeratosis and degenerated neutrophils. Mammaliicoccus sciuri, Bacillus cereus, Klebsiella aerogenes, Pseudomonas aeruginosa, and Malassezia spp. were the organisms isolated. Bacterial isolates showed high sensitivity to gentamicin for the otitis treatment. Clinical Significance: This study highlights the need for preventive measures to curb the spread of potentially zoonotic pathogens such as Bacillus cereus and Klebsiella aerogenes, which can pose significant threats to both human and animal health. Full article
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10 pages, 3580 KB  
Review
Reduced CAG Repeats in the Androgen Receptor Gene May Independently Cause Polycystic Ovarian Syndrome
by Rhea Sharma and Daniel H. Shain
Curr. Issues Mol. Biol. 2026, 48(5), 526; https://doi.org/10.3390/cimb48050526 - 18 May 2026
Viewed by 135
Abstract
Polycystic ovarian syndrome (PCOS) affects over 116 million women globally and is typically linked with excess androgens such as testosterone. Many patients, however, display classic PCOS symptoms despite normal serum androgen. One proposed mechanism for these cases involves a shortened CAG (i.e., encodes [...] Read more.
Polycystic ovarian syndrome (PCOS) affects over 116 million women globally and is typically linked with excess androgens such as testosterone. Many patients, however, display classic PCOS symptoms despite normal serum androgen. One proposed mechanism for these cases involves a shortened CAG (i.e., encodes glutamine) repeat length in the androgen receptor (AR) gene, which increases AR activity without elevating testosterone. Fewer glutamine repeats alter the AR’s N-terminal domain and may contribute to strengthened interactions with co-activators and enhanced transcription of androgen-regulated genes. Heightened AR activity in hypothalamus neurons stimulates increased pulsatile release of gonadotropin-releasing hormone (GnRH), which disrupts pituitary secretion dynamics and favors luteinizing hormone (LH) over follicle-stimulating hormone (FSH). This altered LH/FSH ratio leads to impaired folliculogenesis, anovulation and other hallmark PCOS symptoms. Targeting AR activity directly, for example by using compounds that covalently modify the AR N-terminal domain to suppress activity, may therefore offer a more precise treatment strategy for PCOS. Full article
(This article belongs to the Section Biochemistry, Molecular and Cellular Biology)
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12 pages, 621 KB  
Article
Characteristics and Prognostic Analysis in Diving-Induced Ear Trauma and Sudden Hearing Loss
by Ting-Chun Yi, Tsu-Hsuan Weng and Hsin-Chien Chen
J. Clin. Med. 2026, 15(10), 3870; https://doi.org/10.3390/jcm15103870 - 18 May 2026
Viewed by 187
Abstract
Background/Objectives: Diving exposure can cause auditory injury involving both the middle and inner ear structures. Inner ear barotrauma (IEB) and inner ear decompression sickness (IEDCS) are the major inner ear disorders and frequently present with auditory and vestibular symptoms. This study examined [...] Read more.
Background/Objectives: Diving exposure can cause auditory injury involving both the middle and inner ear structures. Inner ear barotrauma (IEB) and inner ear decompression sickness (IEDCS) are the major inner ear disorders and frequently present with auditory and vestibular symptoms. This study examined how diving characteristics relate to patterns of auditory trauma. Methods: A retrospective chart review of 30 patients, with 36 affected ears, was performed. Diving depth, clinical manifestations, and treatment responses were analyzed to identify factors influencing related prognosis. Results: Diving depth was an important factor associated with symptom severity and the type of injury. Dives deeper than 30 m of seawater were linked to a higher incidence of sudden sensorineural hearing loss and vertigo. In contrast, transient symptoms with minimal objective abnormalities were typically observed in shallow dives. Patients with concomitant decompression sickness (DCS) showed poorer auditory and vestibular recovery following hyperbaric oxygen therapy, while those without DCS showed better hearing improvement. Vertigo was observed in 80% of IEB cases and 66.7% of IEDCS cases. Hearing recovery appeared to be more frequently observed in cases presenting with middle ear symptoms, suggesting a relatively favorable prognosis for IEB compared with IEDCS. Conclusions: The findings suggest potential associations between diving depth and DCS, and its involvement may play a role in the severity and prognosis of diving-related inner ear injury. IEB appeared to be associated with more favorable auditory outcomes compared with IEDCS; however, this observation should be interpreted with caution due to potential diagnostic uncertainty. Given the descriptive nature of the study, further studies with larger cohorts are needed to refine prognostic indicators and optimize management strategies. Full article
(This article belongs to the Section Otolaryngology)
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19 pages, 4824 KB  
Perspective
Clinical Trajectories of Neurodegenerative Diseases in Older Adults: A Three-Sphere Framework for Precision Geriatric Neurology
by Crescenzo Testa, Francesco Palmese, Stefano Boni, Marco Domenicali and Fulvio Lauretani
Life 2026, 16(5), 827; https://doi.org/10.3390/life16050827 - 16 May 2026
Viewed by 217
Abstract
Neurodegenerative diseases are among the most consequential disorders of later life, not only because of their increasing prevalence, rising from approximately 1–2% at age 65 to over 30% by age 85, but also because they develop within the broader clinical context of ageing, [...] Read more.
Neurodegenerative diseases are among the most consequential disorders of later life, not only because of their increasing prevalence, rising from approximately 1–2% at age 65 to over 30% by age 85, but also because they develop within the broader clinical context of ageing, multimorbidity, frailty, and polypharmacy. In older adults, these conditions rarely present as isolated and static diagnostic entities; rather, they unfold as dynamic clinical trajectories involving the progressive interaction of cognitive decline, behavioural-neuropsychiatric symptoms, and extrapyramidal-motor dysfunction. In this review, we propose a trajectory-based framework for the interpretation and management of major neurodegenerative disorders in later life, including Alzheimer’s disease, frontotemporal dementia, Parkinson’s disease and Parkinson’s disease dementia, dementia with Lewy bodies, and vascular cognitive impairment. Building on a conceptual model organized around three major symptom spheres: cognitive, behavioural-neuropsychiatric, and extrapyramidal-motor, we argue that each disorder can be understood according to the relative predominance and temporal evolution of these domains. Alzheimer’s disease is typically cognition-led, frontotemporal dementia behaviour-led, and Parkinsonian syndromes motor-led, whereas dementia with Lewy bodies shows early multidomain convergence across all three spheres simultaneously. Vascular and mixed dementias follow more heterogeneous trajectories shaped by lesion burden, network disruption, and copathology. This framework has direct implications for diagnosis, prognostic stratification, and treatment selection, because interventions targeting one sphere may destabilize another and generate prescription cascades, delirium, or functional decline. We further discuss how biomarker-based diagnosis, disease-modifying therapies, non-pharmacological interventions, multidisciplinary care, deprescribing strategies, and palliative planning can be integrated within a trajectory-based approach. Interpreting neurodegeneration through clinical trajectories rather than diagnostic labels alone offers a more realistic and therapeutically useful model for precision geriatric neurology across the full course of disease. Full article
(This article belongs to the Section Medical Research)
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10 pages, 1178 KB  
Article
Endoscopic-Assisted Excision of Frontal Bone Osteomas: A Case Series Study of Technical Considerations and Complications from a Single Surgeon
by Gabrielle Odoom, Lamorna Coyle, Ashley Howell, Sydney Barone and Neil Tanna
Medicina 2026, 62(5), 947; https://doi.org/10.3390/medicina62050947 - 13 May 2026
Viewed by 189
Abstract
Background and Objectives: Frontal bone osteomas are benign tumors characterized by the abnormal proliferation of bone. Though typically asymptomatic, these masses often produce visible forehead deformity and may cause localized discomfort. Endoscopic resection has emerged as an optimal technique for appropriately selected [...] Read more.
Background and Objectives: Frontal bone osteomas are benign tumors characterized by the abnormal proliferation of bone. Though typically asymptomatic, these masses often produce visible forehead deformity and may cause localized discomfort. Endoscopic resection has emerged as an optimal technique for appropriately selected frontal osteomas because it enables complete excision while minimizing visible scarring and risk of neurovascular injury. This case series reviews the senior author’s patient outcomes and complications using a scalp-based, endoscopic-assisted surgical approach for frontal bone osteoma excision. Materials and Methods: A review was conducted of all patients (n = 22) who underwent endoscopic-assisted frontal bone osteoma excision performed by a single surgeon between February 2019 and December 2025. All procedures involved endoscopic visualization through remote scalp incisions, osteoma excision, and frontal bone contouring. Patient demographics, presenting symptoms, CT imaging findings, operative details, histopathology results, and postoperative outcomes were recorded. Results: Twenty-two patients underwent endoscopic-assisted excision of frontal bone osteomas performed by the senior author (NT). The primary concern prompting surgical intervention was aesthetic deformity, with localized pain reported in some cases. For all patients, CT imaging was obtained preoperatively to evaluate lesion size and anatomical relationships to nearby facial structures. Histopathology confirmed cortical bone consistent with osteoma in all cases. Postoperative swelling and ecchymosis were common in the first week but resolved spontaneously. No contour irregularities, fluid collections, residual bone, or sensory deficits were observed. Some alopecia was noted in the first three patients, prompting the senior author to modify the technique. All patients healed with small, flat, well-concealed scars adjacent to the hairline. Conclusions: This single-surgeon experience demonstrates that endoscopic-assisted excision of frontal bone osteomas is a safe and effective technique that permits complete excision with excellent aesthetic outcomes and minimal morbidity. The operative framework presented in this study, including surgical planning, technique steps, and postoperative management, supports endoscopic resection as an ideal alternative to traditional direct approaches for frontal bone osteomas. Full article
(This article belongs to the Section Surgery)
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9 pages, 388 KB  
Review
Association Between Air Pollution and Childhood Asthma: A Systematic Review of Recent Evidence
by Maria Kyrmanidou, Ioannis Smaraidos and Asterios Kampouras
Adv. Respir. Med. 2026, 94(3), 31; https://doi.org/10.3390/arm94030031 - 12 May 2026
Viewed by 240
Abstract
Background: Air pollution is a major environmental determinant of respiratory health and a significant contributor to the global burden of childhood asthma. Although several recent narrative and systematic reviews have examined environmental triggers of asthma, highlighting air pollution as a consistent risk factor [...] Read more.
Background: Air pollution is a major environmental determinant of respiratory health and a significant contributor to the global burden of childhood asthma. Although several recent narrative and systematic reviews have examined environmental triggers of asthma, highlighting air pollution as a consistent risk factor across diverse populations and study designs, recent epidemiological evidence—including multicenter cohort studies and region-specific analyses from Europe and Greece—has not been systematically synthesized. Objective: To systematically review recent epidemiological evidence (2000–2025) on the association between ambient air pollution and childhood asthma incidence and exacerbations, with emphasis on European and Greek populations. Methods: Following PRISMA guidelines, we systematically reviewed observational studies published between 2000 and 2025 in PubMed, Scopus, Web of Science, BMC, and Google Scholar. Studies evaluating quantitative exposure to PM2.5, PM10, NO2, O3, or SO2 and asthma incidence, prevalence, or exacerbations in children (≤18 years) were included. Evidence was synthesized by pollutant type, exposure window, geographic region, and study design. Results: Twenty-four studies involving more than 3.5 million children were included. Consistent associations were observed across international and European cohorts between long-term exposure to PM2.5, PM10, and NO2 and increased asthma incidence. Risk estimates typically ranged from 15% to 30% increases in asthma incidence per 10 μg/m3 increase in long-term exposure to PM2.5 or NO2, as reported across multiple cohort analyses. Early-life exposure showed the strongest effects on asthma development and lung function decline. European and Greek studies demonstrated comparable trends, highlighting increased hospitalizations and symptom burden in urban populations despite pollutant concentrations often below current regulatory thresholds. Short-term pollution peaks were additionally associated with increased asthma exacerbations and hospital admissions, particularly during seasonal episodes of elevated particulate matter and ozone concentrations. Conclusions: This review provides an updated synthesis of 21st-century evidence demonstrating that ambient air pollution is a major and modifiable determinant of childhood asthma. The consistency of findings across regions, combined with limited longitudinal evidence from Greece, highlight the importance of improved air-quality management and continued public-health efforts to reduce exposure and the need for enhanced epidemiological monitoring. Full article
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17 pages, 444 KB  
Review
Restless Legs Syndrome and Neurological Comorbidities: A Narrative Review
by Kyrillos Ghattas, Helen Hernandez, Yongwoon Huh, Zhanna Fast and Zhikui Wei
J. Clin. Med. 2026, 15(10), 3725; https://doi.org/10.3390/jcm15103725 - 12 May 2026
Viewed by 322
Abstract
Restless legs syndrome (RLS) is a common yet underrecognized neurological disorder characterized by uncomfortable sensations and an irresistible urge to move he legs, typically following a circadian pattern. RLS frequently co-occurs with various other neurological diseases, raising questions about shared mechanisms and clinical [...] Read more.
Restless legs syndrome (RLS) is a common yet underrecognized neurological disorder characterized by uncomfortable sensations and an irresistible urge to move he legs, typically following a circadian pattern. RLS frequently co-occurs with various other neurological diseases, raising questions about shared mechanisms and clinical consequences. This review synthesizes evidence on the prevalence, outcomes, and pathophysiology of RLS in various neurological disorders, including Parkinson’s disease, multiple sclerosis, migraine, dementia, stroke, epilepsy, and peripheral neuropathy. In Parkinson’s disease, RLS is linked to disease progression and dopaminergic therapy. In stroke and multiple sclerosis, RLS is associated with structural lesions at specific locations, such as the pons or spinal cord. In epilepsy, RLS is associated with refractory or nocturnal seizures. In neuropathies, disruption of small sensory fibers may contribute to RLS symptoms. In dementia, RLS adds diagnostic complexity. Overlapping mechanisms between RLS and its neurological comorbidities include altered sensorimotor processing, brainstem and spinal circuitry, and sleep/arousal regulation. RLS in neurological conditions often worsens sleep quality, mood, and fatigue, and contributes to reduced quality of life and worse outcomes. Future research should prioritize longitudinal designs, standardized diagnostic approaches, and mechanistically driven studies to clarify relationships between RLS and these neurological comorbidities. Full article
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18 pages, 969 KB  
Article
Ecological Momentary Assessment of Fatigue in Adults with Cerebral Palsy: Feasibility, Reliability, and Validity
by Frederik Have Dornonville de la Cour, Sun-Hee Skovgaard Christensen, Stine Flensburg Hansen and Anne Norup
Brain Sci. 2026, 16(5), 515; https://doi.org/10.3390/brainsci16050515 - 12 May 2026
Viewed by 241
Abstract
Background/Objectives: Fatigue is a common symptom in adults with cerebral palsy (CP), characterized by fluctuations across the day. This pilot study aimed to evaluate the feasibility, reliability, and validity of ecological momentary assessment (EMA) for capturing these temporal dynamics in adults with [...] Read more.
Background/Objectives: Fatigue is a common symptom in adults with cerebral palsy (CP), characterized by fluctuations across the day. This pilot study aimed to evaluate the feasibility, reliability, and validity of ecological momentary assessment (EMA) for capturing these temporal dynamics in adults with CP. Methods: Ten adults with CP (60% female, mean age = 44 years, Gross Motor Function Classification System levels I–III) and eight typically developed controls (62% female, mean age = 39 years) completed a 20-item EMA survey ten times daily for seven days using the SEMA3 smartphone application. Feasibility was evaluated through retention rates, response rates, and qualitative interviews. Intraindividual variability, within-person reliability, measurement reactivity, and convergent validity with the Fatigue Severity Scale (FSS) were examined using mixed-effects regression and multilevel measurement error autoregressive (MEAR) models. Results: No participants dropped out. Average response rates were 76% (CP) and 75% (control). The protocol was perceived as acceptable overall, though demanding by some participants. In the CP group, 61% of total variability in momentary fatigue was attributable to within-person fluctuations, and within-person reliability was 0.73 (SEM = 1.13). No evidence of reactivity to self-monitoring was found in fatigue ratings or qualitative interviews. FSS scores were positively associated with person-level average momentary fatigue, β = 0.51, p = 0.048. Conclusions: EMA is feasible in adults with CP and reveals substantial within-person fluctuations in fatigue. These findings provide initial proof-of-concept and inform methodological amendments for a future large-scale study of fatigue dynamics aiming to advance symptom management in this population. Full article
(This article belongs to the Special Issue At the Frontiers of Neurorehabilitation: 3rd Edition)
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24 pages, 3864 KB  
Article
Machine Learning Approaches to Early Detection of Parkinson’s Disease Using Speech Analysis Technique
by Mohammad Amran Hossain, Enea Traini and Francesco Amenta
Neurol. Int. 2026, 18(5), 88; https://doi.org/10.3390/neurolint18050088 - 10 May 2026
Viewed by 183
Abstract
Background: Parkinson’s disease (PD) is a progressive neurodegenerative disorder that affects millions globally, particularly those in the elderly population. Several occupational exposures typical of maritime environments are recognized or suspected risk factors for PD, warranting attention within occupational health frameworks. The disease is [...] Read more.
Background: Parkinson’s disease (PD) is a progressive neurodegenerative disorder that affects millions globally, particularly those in the elderly population. Several occupational exposures typical of maritime environments are recognized or suspected risk factors for PD, warranting attention within occupational health frameworks. The disease is characterized by motor symptoms such as tremor, rigidity, and bradykinesia, as well as non-motor impairments including speech abnormalities. Objective: Early diagnosis is crucial for effective disease management but remains challenging due to symptoms overlapping with normal aging and other neurological conditions. This study presents a machine learning (ML)-based approach for the early diagnosis of PD using speech signal analysis. Methods: We employed six supervised ML classifiers to differentiate between PD patients and healthy controls based on vocal features. The experimental dataset, MDVR-KCL, consists of speech recordings from both reading tasks and spontaneous dialogs, collected via mobile devices. From these recordings, we extracted Mel-Frequency Cepstral Coefficients (MFCCs), Gammatone Frequency Cepstral Coefficients (GTCCs), and acoustic features such as jitter, shimmer, and harmonic-to-noise ratio. These features capture a broad range of prosodic, spectral, and articulatory characteristics associated with PD-related speech impairments. Speaker diarization was applied in spontaneous dialog recordings to separate participant speech. Hyperparameter tuning was performed using GridSearchCV with 10-fold cross-validation, while final model evaluation was conducted using Leave-One-Subject-Out Cross-Validation (LOSOCV) to ensure subject-independent performance assessment. Results: In the read-text task, the SVM model performed exceptionally, yielding 95.45% accuracy, 94.62% sensitivity, 95.97% specificity, an F1-score of 94.12%, and an AUC of 0.98 with an MCC value of 0.90, for GTCCs with the acoustic features. In the spontaneous dialog task, the XGB model demonstrated the highest overall performance across all metrics, with a test accuracy of 83.7%, a sensitivity of 76.3.9%, a specificity of 88.9%, an F1-score of 79.5%, an AUC value of 0.88, and an MCC value of 0.66. Conclusions: Comparable results were obtained on both spontaneous dialog and reading speech subsets, demonstrating the robustness of the approach across different speaking contexts. These results demonstrate the effectiveness of integrating cepstral and acoustic features with machine learning models for non-invasive PD classification. The findings support the use of speech-based digital biomarkers in early PD detection and highlight the potential for developing scalable tools. This work highlights the potential of speech-based digital diagnostics to support clinical decision-making and improve patient outcomes. Full article
(This article belongs to the Collection Advances in Neurodegenerative Diseases)
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10 pages, 2669 KB  
Case Report
One-Stage Surgical Management of Adult Native Coarctation and Severe Aortic Stenosis: A Case Report
by Dejan M. Lazovic, Milica Karadzic Kocica, Stefan Juricic, Dragan Ivanisevic, Vojkan Aleksic, Mladen J. Kocica, Danko Grujic, Jovana Klac, Jovana M. Mihajlovic, Vladimir Jovicic and Dragan Cvetkovic
J. Cardiovasc. Dev. Dis. 2026, 13(5), 203; https://doi.org/10.3390/jcdd13050203 - 9 May 2026
Viewed by 225
Abstract
The coarctation of the aorta is a congenital anomaly characterized by a local narrowing of the aortic lumen localized near the ductus arteriosus. Typically diagnosed in childhood, but it can remain until symptoms become evident. This aortic anomaly can also coexist with aortic [...] Read more.
The coarctation of the aorta is a congenital anomaly characterized by a local narrowing of the aortic lumen localized near the ductus arteriosus. Typically diagnosed in childhood, but it can remain until symptoms become evident. This aortic anomaly can also coexist with aortic valve stenosis. In our case report, we present a 46-year-old male with chest pain, dyspnea, and a significant blood pressure gradient between upper and lower extremities. Diagnostic examination included transthoracic echocardiography and computerized tomography. This diagnostic imaging showed narrowing of the aortic lumen with a residual lumen dimension of 3 mm and severe aortic stenosis. The patient underwent a complex surgical procedure, replacement of the aortic valve and reconstruction of the aorta. An extra-anatomic ascending-to-descending aortic bypass was constructed using a 20 mm Dacron graft, combined with mechanical aortic valve replacement. The operation was performed through median sternotomy with two arterial canula in the femoral artery and in the aorta, and one venous canula in the right atrium. Two canulae are placed for the safe performance of cardiopulmonary bypass. The patient was discharged at home without complication. This case highlights that a single surgical procedure may represent a definitive treatment of a complex problem with good short-term results. Full article
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17 pages, 10399 KB  
Article
Postoperative Hypoglossal Nerve Palsy in Breast Reconstruction Surgery
by Gil Joon Lee, Woosung Jang, Joon Suk Moon, Byeongju Kang, Jeeyeon Lee, Ho Yong Park, Jeong Yeop Ryu, Kang Young Choi, Jung Dug Yang, Ho Yun Chung and Joon Seok Lee
Medicina 2026, 62(5), 912; https://doi.org/10.3390/medicina62050912 - 8 May 2026
Viewed by 244
Abstract
Background/Objectives: Hypoglossal nerve palsy is a rare but disabling complication of general anesthesia, typically associated with tracheal intubation and head and neck surgery. This study evaluated the incidence, clinical characteristics, and potential mechanisms of postoperative tongue deviation after breast reconstruction and other surgeries [...] Read more.
Background/Objectives: Hypoglossal nerve palsy is a rare but disabling complication of general anesthesia, typically associated with tracheal intubation and head and neck surgery. This study evaluated the incidence, clinical characteristics, and potential mechanisms of postoperative tongue deviation after breast reconstruction and other surgeries performed under general anesthesia with orotracheal intubation. Methods: We retrospectively reviewed 240,646 consecutive general anesthetic procedures with orotracheal intubation performed at two tertiary hospitals between September 2011 and October 2025. Eighteen patients who developed new-onset postoperative tongue deviation were identified, and demographic features, surgical department, breast reconstruction status, anesthetic details, patient positioning, laterality of deviation, symptom duration, and recovery outcomes were analyzed. Results: Postoperative tongue deviation was documented in 18 patients, corresponding to an overall incidence of approximately 0.01%, most frequently after breast reconstruction (7/18, 38.9%), followed by vascular (27.8%), head and neck tumor (16.7%), neurosurgical (11.1%), and hepatobiliary–pancreatic surgery (5.6%). All seven breast-reconstruction cases occurred at the breast-cancer center hospital, corresponding to 0.31% of 2256 breast reconstructions. The median age was 58.0 years; 66.7% patients were female. Most patients (77.8%) achieved complete recovery, whereas 16.7% had residual deviation. Conclusions: Postoperative hypoglossal nerve palsy with tongue deviation is an exceptionally rare event after general anesthesia. In our two-center cohort, it was observed most frequently among patients undergoing breast reconstruction at one participating center; this pattern is confounded by institution-specific anesthetic and positioning practices and should not be interpreted as evidence that the procedure itself carries inherent risk. The findings are hypothesis-generating and suggest that prolonged operating time, repeated intraoperative position changes, and specific head-fixation and tube-fixation practices warrant prospective investigation. Meticulous head–neck alignment, careful tube fixation, and a structured postoperative cranial-nerve check (tongue-protrusion and voice-quality assessment in the recovery room and on postoperative day 1) may aid the early detection of this complication. Full article
(This article belongs to the Section Surgery)
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Case Report
Skeletal Muscle Metastases from Colorectal Adenocarcinoma: A Rare Case Report with Literature Review
by Maria-Mirabela Mihailescu-Marin and Maria-Daniela Chindris
Reports 2026, 9(2), 146; https://doi.org/10.3390/reports9020146 - 6 May 2026
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Abstract
Background and Clinical Significance: Colorectal cancer (CRC) is the third most common cancer worldwide and the second leading cause of cancer-related death. Skeletal muscle metastases are extremely rare and typically occur in advanced or poorly differentiated tumors. In selected oligometastatic cases, surgical excision [...] Read more.
Background and Clinical Significance: Colorectal cancer (CRC) is the third most common cancer worldwide and the second leading cause of cancer-related death. Skeletal muscle metastases are extremely rare and typically occur in advanced or poorly differentiated tumors. In selected oligometastatic cases, surgical excision can provide symptom relief and requires a multidisciplinary approach. Case Presentation: We report a 73-year-old female patient with colonic adenocarcinoma treated with right hemicolectomy and side-to-side mechanical anastomosis, followed by adjuvant CAPOX chemotherapy. The tumor was characterized by MSI-H (microsatellite instability-high) status. During adjuvant treatment (less than 6 months after surgery), she developed progressive right thigh pain, later diagnosed as an intramuscular skeletal muscle metastasis measuring approximately 16 × 13 × 8 cm. The patient underwent en bloc resection of the tumor, followed by adjuvant chemotherapy after metastasectomy. Upon disease progression, first-line chemotherapy in combination with targeted therapy (bevacizumab) was administered. Conclusions: Skeletal muscle metastases from colorectal adenocarcinoma are rare. This case emphasizes the importance of recognizing atypical metastatic patterns and suggests that, in selected oligometastatic cases, surgical excision combined with a multidisciplinary approach may improve symptom control and clinical outcomes. Full article
(This article belongs to the Special Issue Skeletal Imaging Case Collection)
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