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18 pages, 2265 KB  
Article
Retail-Level Microbiomes of Organic and Conventional Fresh Produce: A Multi-Kingdom Analysis of Amoeba-Associated Bacterial Viability
by Lara Soler, Laura Moreno-Mesonero, Jorge García-Hernández, Miguel García-Ferrús, Andrés Zornoza and Yolanda Moreno
Foods 2026, 15(12), 2230; https://doi.org/10.3390/foods15122230 (registering DOI) - 20 Jun 2026
Viewed by 142
Abstract
The increasing consumption of fresh organic produce has given rise to concerns regarding the microbiological safety of minimally processed foods. Organic cultivation may be associated with increased exposure to environmental microorganisms due to soil-based inputs and reduced chemical interventions, including both beneficial taxa [...] Read more.
The increasing consumption of fresh organic produce has given rise to concerns regarding the microbiological safety of minimally processed foods. Organic cultivation may be associated with increased exposure to environmental microorganisms due to soil-based inputs and reduced chemical interventions, including both beneficial taxa and potential foodborne pathogens. Fresh produce is known to harbour complex microbial ecosystems, which are shaped by farming practices, plant physiology, handling, packaging and storage, particularly in raw-consumed products such as leafy greens and strawberries. In this study, bacterial (16S rRNA) and eukaryotic (18S rRNA) communities were characterized by amplicon sequencing. In parallel, an amoeba-associated bacterial microbiome was analyzed and DVC-FISH was used to assess the viability and metabolic activity of pathogenic bacteria internalized within free-living amoebae (FLA). No significant differences in alpha or beta diversity were observed between organic and conventional products, suggesting microbiome convergence at the retail stage driven by post-harvest handling and processing. Potentially pathogenic genera, including Pseudomonas, Stenotrophomonas, and Acinetobacter (bacterial), as well as Tilletiopsis, Candida, and Naegleria (eukaryotic), were identified in both organic and non-organic microbiomes. The viability of FLA-internalized Pseudomonas spp. was confirmed by DVC-FISH, demonstrating that FLA act as reservoirs, enhancing pathogen persistence in fresh produce. This integrated assessment of organic and conventional fruits and vegetables at the retail stage highlights the importance of post-harvest handling and retail conditions in shaping microbiological safety. The integration of microbiome profiling with targeted viability analyses demonstrates that downstream stages are critical control points for food safety and consumer exposure, beyond the influence of the production system alone. Full article
(This article belongs to the Special Issue Emerging Trends in Food Microbiology and Food Safety)
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25 pages, 1381 KB  
Article
Effects of Caloric Restriction on DNA Damage: A Comparison of Very Low-Calorie and Standard Reduced-Calorie Diets in Obesity—Non-Randomised, Quasi-Experimental Clinical Intervention Study
by Mirta Milić, Ivan Ožvald, Alice Mannocci, Stefano Bonassi, Hrvoje Radašević, Maja Nikolić, Dragan Božičević, Lidija Duh, Martina Matovinović and Martina Bituh
Nutrients 2026, 18(12), 1985; https://doi.org/10.3390/nu18121985 - 19 Jun 2026
Viewed by 245
Abstract
Background: Obesity is a chronic endocrine–metabolic disorder. The risk of comorbidities increases with a higher body mass index (BMI), particularly when BMI ≥ 35.0 kg/m2. Common complications include insulin resistance, type 2 diabetes, dyslipidemia, and chronic low-grade inflammation, which collectively impair [...] Read more.
Background: Obesity is a chronic endocrine–metabolic disorder. The risk of comorbidities increases with a higher body mass index (BMI), particularly when BMI ≥ 35.0 kg/m2. Common complications include insulin resistance, type 2 diabetes, dyslipidemia, and chronic low-grade inflammation, which collectively impair DNA stability by promoting the formation of genotoxic species. Methods: This non-randomised, quasi-experimental clinical intervention study included 53 participants (both sexes) with a BMI ≥ 35.0 kg/m2, who were assigned to parallel experimental or control streams based on clinical needs and institutional eligibility. During a three-week intervention, the experimental group received a hospital-supervised very-low-calorie diet (VLCD; ~600 kcal/day) under continuous medical monitoring. Conversely, the control group followed a standard reduced-calorie diet (SRD) of 1500 kcal/day in a free-living home environment. Before and after the intervention, primary, oxidative, and permanent DNA damage were measured using alkaline, FPG-modified comet (peripheral blood mononuclear cells), and cytokinesis-block micronucleus cytome assays (phytohaemagglutinin-stimulated binucleated lymphocytes), alongside anthropometric and biochemical tracking. Results: Within-group evaluations revealed that both dietary regimens improved several metabolic health indicators, notably modulating insulin resistance, lipid profiles, and leukocyte counts. However, participants in the VLCD stream experienced significantly greater downward changes in body weight, BMI, and absolute lipid values. Crucially, the VLCD intervention was associated with a highly significant within-group reduction in parameters of permanent chromosomal damage, effectively halving the frequencies of micronuclei and nuclear buds, independent of baseline variations, in adjusted multivariate regression models. Conversely, the home-based SRD regimen demonstrated no measurable impact on permanent genomic damage. Neither diet induced a significant change in repairable primary or oxidative DNA lesions over this short timeframe. Conclusions: These exploratory findings suggest that strict calorie restriction can rapidly stabilise genome stability in advanced clinical settings, warranting future randomised controlled trials with long-term longitudinal follow-up to assess permanent risk reductions. Due to structural baseline variations in age, chronic comorbidities, and compliance environments between the cohorts, direct comparative superiority cannot be definitively established. Full article
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18 pages, 898 KB  
Article
The Effect of a Soya-Based Dietary Fibre Beverage on Adiposity and Systemic Inflammatory Markers Among Overweight Adults: A Cluster-Randomized Controlled Trial
by Nurraihana Hamzah, Hamid Jan Jan Mohamed, Divya Vanoh, Wan Mohd Izani Wan Mohamed, Dzulkiflee Ismail, Majid Khan Majahar Ali, Nur Amanina Zainuddin, Siti Azhani Amran and Wan Rosli Wan Ishak
Nutrients 2026, 18(12), 1965; https://doi.org/10.3390/nu18121965 - 18 Jun 2026
Viewed by 183
Abstract
Background: The increasing prevalence of overweight and obesity highlights the need for practical and sustainable dietary strategies for weight management. Although dietary fibre intake is associated with improved satiety and metabolic health, achieving recommended intake levels through whole foods alone remains challenging. Evidence [...] Read more.
Background: The increasing prevalence of overweight and obesity highlights the need for practical and sustainable dietary strategies for weight management. Although dietary fibre intake is associated with improved satiety and metabolic health, achieving recommended intake levels through whole foods alone remains challenging. Evidence supporting convenient, ready-to-consume fibre beverages in free-living overweight adults is also limited. Therefore, this study evaluated the effects of a soya-based dietary fibre beverage (SBB) on body composition and metabolic parameters in overweight adults. Methods: A 12-week parallel, cluster-randomized controlled trial was conducted on overweight university students and staff. An intervention group (IG) (n = 21) consumed the soya-based dietary fibre twice daily for 12 weeks, while the control group (CG) (n = 21) continued their habitual diet. Results: Significant group × time interactions were observed for body weight (p < 0.001), BMI (p = 0.021), waist circumference (p = 0.046), waist-to-hip ratio (p = 0.042), and body fat percentage (p = 0.004). The IG showed reductions in body weight (−1.12 kg), waist circumference (−4.29 cm), and body fat percentage (−0.73%), whereas the CG demonstrated minimal changes. No significant changes were observed in fasting glucose, lipid profile, CRP, or IL-6, suggesting no clinically significant adverse biochemical changes during the intervention period and supporting its short-term tolerability. Dietary analysis confirmed a marked increase in fibre intake in the IG (~50 g/day), indicating good adherence to the intervention. Conclusions: SBB supplementation improved body composition and central adiposity without affecting systemic inflammatory biomarkers and may represent a practical dietary approach for weight management in free-living overweight adults. Further studies are needed to confirm its long-term efficacy and safety. Full article
(This article belongs to the Section Nutrition and Obesity)
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17 pages, 2098 KB  
Article
Prediction of Nocturnal Hypoglycemia Following Exercise in Type 1 Diabetes Using Temporally Structured CGM-Derived Digital Biomarkers
by Agnese Piersanti, Gaia Maria Manes, Libera Lucia Del Giudice, Laura Burattini, Christian Göbl, Andrea Tura and Micaela Morettini
Sensors 2026, 26(12), 3842; https://doi.org/10.3390/s26123842 - 17 Jun 2026
Viewed by 137
Abstract
Nocturnal hypoglycemia (NH) following exercise represents a critical challenge in the management of type 1 diabetes (T1D), particularly in pediatric populations, where its occurrence is associated with severe adverse outcomes and increased caregiver burden. This study aimed to identify an interpretable early signature [...] Read more.
Nocturnal hypoglycemia (NH) following exercise represents a critical challenge in the management of type 1 diabetes (T1D), particularly in pediatric populations, where its occurrence is associated with severe adverse outcomes and increased caregiver burden. This study aimed to identify an interpretable early signature based on CGM-derived digital biomarkers of post-exercise NH risk in children and adolescents with T1D. CGM data from 49 pediatric subjects (DirecNet cohort) were used to extract several CGM metrics across two temporal configurations: (i) Exercise + Cumulative, where features were computed over the exercise window and over an extended window spanning from exercise onset through recovery (16:00–17:00 and 16:00–22:00); and (ii) Exercise + Post-exercise, where features were computed separately over two non-overlapping intervals, capturing the exercise phase and the subsequent recovery phase (16:00–17:00 and 17:00–22:00). A Random Forest classifier was trained within a Leave-One-Out Cross Validation framework, incorporating variance inflation factor (VIF)-based multicollinearity filtering, minimum redundancy–maximum relevance (mRMR) feature selection, and SMOTE-based class balancing. The Exercise + Post-exercise configuration achieved superior performance: balanced accuracy (BA) = 76.9%, F1-score = 0.71, Area Under Receiver Operating Characteristic Curve (ROC-AUC) = 0.75, outperforming the Exercise + Cumulative configuration; this result was achieved using only five features: CONGA-15_EX (short-term glucose variability during exercise) emerged as the most robust predictor, alongside below_54 and above_250 (time spent in hypoglycemic and hyperglycemic ranges), MAG (mean absolute glucose change), and GRADE_hypo (hypoglycemia risk score). The generalizability of the temporal framework was further supported by independent validation on the OhioT1DM free-living cohort, where the Exercise + Post-exercise configuration (BA = 76.3%, ROC-AUC = 0.804) again outperformed the cumulative approach. These results suggest that a small set of interpretable CGM-derived features, extracted from the exercise and recovery windows, can effectively discriminate pediatric T1D subjects at risk of NH, supporting the development of lightweight CGM-only decision support tools for safer exercise management. Full article
(This article belongs to the Special Issue Recent Innovations in Wearable Sensors for Biomedical Approaches)
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12 pages, 243 KB  
Article
Sustainable Production Potential of Indigenous Gerze Chickens Under Free-Range and Feed-Restriction Strategies
by Elif Cilavdaroğlu
Sustainability 2026, 18(12), 6192; https://doi.org/10.3390/su18126192 - 16 Jun 2026
Viewed by 215
Abstract
This study evaluated the effects of intensive indoor, free-range, and free-range feed-restricted rearing strategies on the growth performance, carcass traits, and meat quality of indigenous Gerze chickens. A total of 252 one-day-old chicks were allocated to three treatments: free-range (FR), free-range feed-restricted (FRR), [...] Read more.
This study evaluated the effects of intensive indoor, free-range, and free-range feed-restricted rearing strategies on the growth performance, carcass traits, and meat quality of indigenous Gerze chickens. A total of 252 one-day-old chicks were allocated to three treatments: free-range (FR), free-range feed-restricted (FRR), and intensive indoor-reared (IN) groups. Outdoor access and Skip-a-Day feed restriction began at 8 weeks of age, and birds were reared until 16 weeks. At slaughter, 16 chickens per group, balanced by sex, were selected for carcass and meat-quality analyses. Although the IN group showed higher live weights at several intermediate ages, final body weight did not differ significantly between the FR and IN groups, whereas FRR birds had lower final body weight. Feed conversion ratio and cumulative feed consumption did not differ among groups, but these pen-level results should be interpreted cautiously. The IN group had a higher dressing percentage and abdominal fat ratio, whereas edible giblet ratios were greater in the FR and FRR groups. Free-range rearing affected selected meat-quality traits, including lower leg L* and a* values and higher pH values. These findings provide production-oriented evidence that Gerze chickens may be suitable for local free-range systems, while Skip-a-Day feed restriction requires further evaluation. Full article
(This article belongs to the Special Issue Sustainable Animal Production and Livestock Practices)
20 pages, 7875 KB  
Article
The Effects of Trichoderma asperellum and Its Chitin on Water-Stable Aggregates in Black Soil
by Binbin Wang, Xue Zhang, Bing Zhang, Kaibo Wang, Sen Dou and Juntao Cui
Agriculture 2026, 16(12), 1319; https://doi.org/10.3390/agriculture16121319 - 15 Jun 2026
Viewed by 231
Abstract
Long-term intensive farming has degraded the structural stability of black soil in Northeast China. This study evaluated the effects of fermentation-derived materials and fungal-derived chitin on water-stable aggregates and microbial functional potential in this soil. Four treatments were established: sterile water control (CK), [...] Read more.
Long-term intensive farming has degraded the structural stability of black soil in Northeast China. This study evaluated the effects of fermentation-derived materials and fungal-derived chitin on water-stable aggregates and microbial functional potential in this soil. Four treatments were established: sterile water control (CK), uninoculated fermentation broth substrate (W), live Trichoderma asperellum fermentation broth (P), and cell-free fermentation filtrate (F). Aggregate stability was monitored during a 60-day incubation, and metagenomic sequencing was performed on the most responsive 0.5–0.25 mm dry-sieved fraction. An exogenous chitin addition experiment was also conducted to evaluate the potential contribution of fungal cell-wall-derived chitin to aggregate stabilisation. The W, P, and F treatments increased the proportion of water-stable aggregates >0.25 mm, mean weight diameter, and geometric mean diameter, while decreasing fractal dimension. Among the treatments, the uninoculated fermentation broth substrate showed the strongest effect, particularly in the 0.5–0.25 mm dry-sieved fraction. Metagenomic analysis showed that the uninoculated fermentation broth substrate altered microbial community composition, changed the relative abundances of taxa such as Sphingomonas sediminicola, Priestia megaterium, and Trichoderma asperellum, and increased the relative abundance of carbohydrate-active enzyme-related genes, including those encoding glycosyltransferases, carbohydrate esterases, and glycoside hydrolases. Chitin addition also improved aggregate stability and altered microbial community structure. These findings suggest that the uninoculated fermentation broth substrate and fungal-derived chitin improved black soil aggregate stability, potentially through shifts in microbial community composition and carbohydrate-related functional potential. This study provides a scientific basis for using fermentation-derived materials to improve the structure of degraded black soil. Full article
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18 pages, 4202 KB  
Article
Elucidation of the Antimycobacterial Activity of D-Form Human Lactoferricin 1–11 (D-Form hLF 1–11) Against Mycobacterium smegmatis Through Proteomics and Imaging Analysis
by Sorasak Intorasoot, Whichayanan Doung-Arpai, Amornrat Intorasoot, Khajornsak Tragoolpua, Sirikwan Sangboonruang, Bordin Butr-Indr, Usanee Wattananandkul, Ponrut Phunpae and Chayada Sitthidet Tharinjaroen
Antibiotics 2026, 15(6), 607; https://doi.org/10.3390/antibiotics15060607 - 15 Jun 2026
Viewed by 230
Abstract
Background/Objectives: Tuberculosis (TB), caused by Mycobacterium tuberculosis complex, remains a major global health challenge. Recently, D-enantiomer of human lactoferricin 1–11 (D-form hLF 1–11), a short peptide derived from the N-terminal region of lactoferrin, has demonstrated potent antimycobacterial activity. However, its direct mechanism [...] Read more.
Background/Objectives: Tuberculosis (TB), caused by Mycobacterium tuberculosis complex, remains a major global health challenge. Recently, D-enantiomer of human lactoferricin 1–11 (D-form hLF 1–11), a short peptide derived from the N-terminal region of lactoferrin, has demonstrated potent antimycobacterial activity. However, its direct mechanism of action has not yet been elucidated. Methods & Results: In the present study, M. smegmatis was employed as a model organism to investigate the mechanism underlying D-form hLF 1–11 activity. Initially, the minimum inhibitory concentration (MIC) was determined and the results revealed growth inhibition at 400 µg/mL. Live/dead fluorescence staining demonstrated mycobactericidal activity, as indicated by increased propidium iodide (PI) uptake relative to the untreated control. Scanning electron microscopy and high-resolution fluorescence microscopy revealed membrane disruption and substantial morphological deformation, along with a time-dependent accumulation of the peptide at the membrane and inside the cells. Furthermore, label-free quantitative proteomic analysis of peptide-treated cells revealed extensive metabolic alterations in carbon metabolism, acetyl-CoA-dependent lipid biosynthesis, oxidative stress defense, translational machinery, and energy production systems. Conclusions: Collectively, these findings provide mechanistic insights into the antimycobacterial activity of D-form hLF 1–11 against M. smegmatis. Full article
(This article belongs to the Section Antimicrobial Peptides)
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26 pages, 16839 KB  
Article
Effects of a Plant-Based Multi-Strain Limosilactobacillus fermentum Probiotic on Weight Loss Outcomes in Overweight and Obese Adults: A Preliminary Study
by Sarah Johnson, Broderick L. Dickerson, Jisun Chun, Olivia Haskell, Elena Chavez, Leah Kirkegaard, Kelly Elizabeth Hines, Choongsung Yoo, Joungbo Ko, Dante Xing, Martin Purpura, Ralf Jäger, Ryan J. Sowinski, Drew E. Gonzalez, Christopher J. Rasmussen and Richard B. Kreider
Nutrients 2026, 18(12), 1908; https://doi.org/10.3390/nu18121908 - 12 Jun 2026
Viewed by 423
Abstract
Background/Objectives: Multi-strain Limosilactobacillus fermentum supplementation has been reported to promote weight loss outcomes in free-living conditions, but limited evidence exists on these probiotic strains added to an energy-restricted diet and walking program in overweight adults. Methods: In a double-blind, placebo-controlled, parallel-arm randomized trial, [...] Read more.
Background/Objectives: Multi-strain Limosilactobacillus fermentum supplementation has been reported to promote weight loss outcomes in free-living conditions, but limited evidence exists on these probiotic strains added to an energy-restricted diet and walking program in overweight adults. Methods: In a double-blind, placebo-controlled, parallel-arm randomized trial, overweight adults (35.2 ± 13.2 years old, 167.6 ± 8.6 cm, 79.9 ± 11.8 kg, 28.4 ± 2.7 kg/m2 body mass index, 36.1 ± 6.6% body fat) completed a 12-week weight loss program that included a 500 kcal/day energy deficit and walking 10 k steps/d. Participants ingested one daily capsule containing a three-strain probiotic blend (L. fermentum K7-Lb1, L. fermentum K8-Lb1, L. fermentum K11-Lb3; 6 billion CFU/day) (PRO) or maltodextrin placebo (PLA). Assessments were performed at baseline, week 6, and week 12 and included body composition, resting energy expenditure, substrate utilization, peak oxygen uptake, dietary intake, step counts, blood biomarkers, quality of life, and side effects. Data were analyzed using multivariate and univariate repeated-measures general linear models (GLM), with mean changes from baseline presented alongside 95% confidence intervals. Results: All participants significantly reduced body weight, fat mass, body fat percentage, and waist circumference. At 12 weeks, PRO reduced fat mass more than PL (−2680.7 ± 1276.7 g; p = 0.039). In PRO, android and gynoid fat percentage decreased at 6 weeks (p < 0.001; p = 0.008) and 12 weeks (p = 0.004; p < 0.001), respectively. Visceral adipose tissue mass, volume, and area were lower at 6 weeks and trended lower at 12 weeks. In PRO, bone mineral content and bone mineral area decreased at 12 weeks, while bone mineral density paradoxically increased (0.007 ± 0.003 g/cm2; p = 0.024). Conclusions: During a 12-week weight loss program, supplementation of a multi-strain L. fermentum probiotic significantly reduced body fat and central adiposity. Full article
(This article belongs to the Section Prebiotics, Probiotics and Postbiotics)
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23 pages, 6088 KB  
Article
Intra-Rater and Test–Retest Reliability of Kinovea for the Kinematic Analysis of Squatting in Healthy Active Women
by Concepción Vicente-Loren, María Orosia Lucha-López, Sofía Monti-Ballano, Sergio Hijazo-Larrosa, Lucía Vicente-Pina, Loreto Ferrández-Laliena, José Miguel Tricás-Moreno and César Hidalgo-García
Sensors 2026, 26(12), 3749; https://doi.org/10.3390/s26123749 - 12 Jun 2026
Viewed by 253
Abstract
The squat is a critical component of numerous rehabilitation and functional assessment protocols, playing a significant role in enhancing athletic performance and activities of daily living. Although some of the characteristics gathered during the squat need additional confirmation, Kinovea provides a free two-dimensional [...] Read more.
The squat is a critical component of numerous rehabilitation and functional assessment protocols, playing a significant role in enhancing athletic performance and activities of daily living. Although some of the characteristics gathered during the squat need additional confirmation, Kinovea provides a free two-dimensional squat motion analysis tool that is simple to use in clinical practice. This analytical, cross-sectional reliability study aimed to evaluate the intra-rater and test–retest reliability (with a 20 min interval between performances) of loaded squat kinematics in a sample of women using Kinovea. Twenty women performed a loaded back squat; intra-rater reliability was assessed by re-analyzing the same video one week apart, and test–retest reliability was assessed across two performances separated by 20 min. The results showed good to excellent intra-rater reliability (ICC: 0.75–0.99; SEM: 0.16 cm to 5.14°; MDC: 0.44 cm to 14.24°), and moderate to excellent test–retest reliability (ICC: 0.64–0.98; SEM: 0.36 cm to 14.29°; MDC: 0.99 cm to 39.61°). Variables tracked in the sagittal plane showed high precision. Conversely, the head angle and knee angle in the frontal plane exhibited greater variability, reflected by higher SEM and MDC values. In conclusion, Kinovea is a reliable and accessible tool for clinical kinematic assessment of the squat, particularly in the sagittal plane parameters. However, due to the elevated measurement error observed in head angles and frontal-plane knee dynamics, the integration of 3D motion capture is recommended over 2D digital protocols for these variables. Full article
(This article belongs to the Special Issue State of the Art in Wearable Sensors for Health Monitoring)
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18 pages, 3217 KB  
Article
Bioactive Low-Molecular-Weight Fraction from Limosilactobacillus fermentum CECT5716 Attenuates Intestinal Inflammation and Dysbiosis in DSS-Treated Mice
by Luckman Gbati, María Jesús Rodríguez-Sojo, Jose Alberto Molina-Tijeras, Jorge García-García, Laura López-Escánez, Teresa Vezza, Antonio Jesús Ruiz-Malagon, Djeri Bouraïma, Federico García, Julio Gálvez, Alba Rodríguez-Nogales and María Elena Rodríguez-Cabezas
Nutrients 2026, 18(12), 1890; https://doi.org/10.3390/nu18121890 - 11 Jun 2026
Viewed by 275
Abstract
Background: Postbiotics, including cell-free supernatants and their fractions, have emerged as a safe and effective alternative to live probiotics for managing intestinal inflammation. This study investigated the protective effects of low-molecular-weight fractions (<3 kDa) of the probiotic Limosilactobacillus fermentum CECT5716 (LMW-LF) in a [...] Read more.
Background: Postbiotics, including cell-free supernatants and their fractions, have emerged as a safe and effective alternative to live probiotics for managing intestinal inflammation. This study investigated the protective effects of low-molecular-weight fractions (<3 kDa) of the probiotic Limosilactobacillus fermentum CECT5716 (LMW-LF) in a murine model of experimental colitis. Methods: Male C57BL/6J mice were orally administered LMW-LF for 10 days prior to colitis induction with 3% dextran sodium sulfate (DSS) for 5 days. Colonic damage was assessed via the Disease Activity Index (DAI), histology, and immunofluorescence (Ocln and Ki67). Immune cell populations were analyzed by flow cytometry, while mucosal gene expression and gut microbiota composition were evaluated using RT-qPCR and 16S rRNA sequencing, respectively. Results: LMW-LF administration significantly attenuated clinical symptoms and macroscopic colonic damage. Treatment restored epithelial barrier integrity by upregulating tight junction proteins (Tjp1) and mucin genes (Muc1-3) while normalizing DSS-induced epithelial hyperproliferation. Immunologically, LMW-LF reduced pro-inflammatory monocyte infiltration; downregulated Il6, Tnfa, and Ifng; and promoted an immunoregulatory phenotype by enhancing Ampk expression and partially restoring regulatory T cell (Treg) populations. Furthermore, LMW-LF reshaped the gut microbiota by increasing alpha diversity and promoting the enrichment of beneficial taxa, specifically Akkermansia muciniphila, which correlated with improved mucus layer preservation. Conclusions: LMW-LF is an active fraction acting across the host–microbiota axis. By integrating epithelial protection, immunomodulation, and microbial reshaping, it represents a promising dietary strategy for the management of Inflammatory Bowel Diseases. Full article
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17 pages, 3100 KB  
Article
Low-Iron Bovine Lactoferrin Affects Adhesion, Erythrophagocytosis, Cytotoxicity, and Proteolytic Activity in Entamoeba histolytica Trophozoites
by Magda Reyes-López, Christian Ávalos-Gómez, Gerardo Ramírez-Rico, Jesús Serrano-Luna and Mireya de la Garza
Int. J. Mol. Sci. 2026, 27(12), 5257; https://doi.org/10.3390/ijms27125257 - 10 Jun 2026
Viewed by 142
Abstract
For Entamoeba histolytica to establish an infection, it must employ several mechanisms of pathogenicity to produce and secrete virulence factors that allow the parasite to adhere to and finally colonize and invade the host. However, in the intestinal epithelium, trophozoites (amoebae) encounter lactoferrin [...] Read more.
For Entamoeba histolytica to establish an infection, it must employ several mechanisms of pathogenicity to produce and secrete virulence factors that allow the parasite to adhere to and finally colonize and invade the host. However, in the intestinal epithelium, trophozoites (amoebae) encounter lactoferrin (Lf), a glycoprotein of the first line of defense, together with immunoglobulins and other molecules. We previously reported that iron-free bovine Lf (bLf) could kill amoebae both in vitro and in animal models of intestinal and hepatic amoebiasis. In this work, selected pathogenic mechanisms were evaluated in trophozoites by exposing cultures to sublethal concentrations of bLf to determine which amoebic functions could be altered. At a sublethal bLf concentration, this glycoprotein was removed from the trophozoite. In the presence of erythrocytes, bLf colocalized with erythrocytes at the capping site; this was observed by confocal microscopy of living cells. In addition, the erythrophagocytosis rate, proteolytic activity, adhesion, and cytotoxic properties towards Caco2 colonic cancer cells were reduced in the presence of bLf. Lactoferrin could be a particularly important protein that naturally protects colonic epithelial cells from E. histolytica infection. Full article
(This article belongs to the Special Issue New Insights into Lactoferrin: 2nd Edition)
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22 pages, 4150 KB  
Article
Machine Learning Assessment of Parkinson’s Disease Using a Novel Free-Living Egg-Beating Motor Task
by Carlos Polvorinos-Fernández, Luis Sigcha, Mayca Marín Valero, Miriam Grande, Guillermo de Arcas and Ignacio Pavón
Technologies 2026, 14(6), 345; https://doi.org/10.3390/technologies14060345 - 9 Jun 2026
Viewed by 260
Abstract
Assessing motor symptoms in Parkinson’s disease (PD) is challenging due to the progressive evolution of the condition and the variability of symptoms, which are not fully captured by periodic clinical visits. In this context, wearable sensors and machine learning (ML) have emerged as [...] Read more.
Assessing motor symptoms in Parkinson’s disease (PD) is challenging due to the progressive evolution of the condition and the variability of symptoms, which are not fully captured by periodic clinical visits. In this context, wearable sensors and machine learning (ML) have emerged as a viable path toward objective and continuous monitoring, although achieving robust generalization to free-living conditions remains a challenge. This work explores the egg-beating task, a simple everyday activity, as a digital approach for PD motor assessment using smartwatch-based inertial measurements and ML techniques. Twenty-two individuals with PD and sixteen healthy controls (HC) completed a one-minute egg-beating task while wearing a smartwatch equipped with tri-axial accelerometer and gyroscope sensors. Data were recorded both under supervised clinical conditions and during unsupervised home sessions. Time- and frequency-domain features were extracted from the inertial signals, and models trained exclusively on supervised recordings were then tested on supervised, unsupervised, and combined data. PD participants showed systematically lower movement amplitude, slower oscillation frequency, and a progressive drop in signal energy over the course of the task, all of which align with the characteristic features of bradykinesia. The support vector machine achieved the best overall performance, reaching 90% accuracy in distinguishing PD from healthy controls under supervised conditions, with a reduction of less than 4% when applied to unsupervised data. These results support the egg-beating task as a practical and ecologically valid method for real-world motor assessment, with potential for future use in remote monitoring and longitudinal assessment. Full article
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20 pages, 1907 KB  
Systematic Review
The Implication of Horizontal Gene Transfer Between Acanthamoeba and Its Intracellular Microbes on Pathogenicity: A Systematic Review
by Yalewayker Asrat, Biruk Bayleyegn, Mark Willcox, Nicole Carnt and Binod Rayamajhee
Pathogens 2026, 15(6), 610; https://doi.org/10.3390/pathogens15060610 - 8 Jun 2026
Viewed by 1024
Abstract
Background: Acanthamoeba is a free-living protozoan widely distributed in the environment and causes Acanthamoeba keratitis, skin, and brain disease. Acanthamoeba can exchange genes, potentially increasing antimicrobial resistance and virulence. Therefore, this systematic review aimed to summarize published studies on horizontal gene transfer (HGT) [...] Read more.
Background: Acanthamoeba is a free-living protozoan widely distributed in the environment and causes Acanthamoeba keratitis, skin, and brain disease. Acanthamoeba can exchange genes, potentially increasing antimicrobial resistance and virulence. Therefore, this systematic review aimed to summarize published studies on horizontal gene transfer (HGT) between Acanthamoeba and its intracellular microorganisms and to evaluate the impact of HGTs on the pathogenicity of Acanthamoeba. Methods: This systematic review was conducted following the recommended reporting guidelines of the Preferred Reporting Items for Systematic Reviews and Meta-analysis (PRISMA) statement guideline. The electronic databases PubMed, Embase, and Web of Science were used to search for relevant published research articles. Results: Nineteen studies that fulfilled the inclusion criteria were included in this systematic review. A total of 14 (73.6%) studies reported evidence of HGT involving Acanthamoeba, and five studies of the nineteen (26.3%) analysed the presence of intracellular microorganisms on the pathological effects of the host Acanthamoeba. Horizontally transferred genes were predominantly reported from Pseudomonas species, Legionella pneumophila, and Chlamydia species. Conclusions: HGT can occur among intracellular microorganisms and their host Acanthamoeba. Acanthamoeba harbouring intracellular microbes showed enhanced pathogenic effects on human corneal epithelial cells and in a mouse model. However, heterogeneity among the included studies precluded meta-analysis. Studies using clinical and environmental samples are needed to characterize the horizontal transfer of virulence and antimicrobial resistance genes. Full article
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17 pages, 287 KB  
Article
Glycemic Risk Across Exercise Modalities in Adults with Type 1 Diabetes Using Continuous Glucose Monitoring and Wearable Sensors: A Prospective Cohort Study
by Dimna Zoila Alfaro Quezada, Paul César Velásquez Porras, Alicia Olinda Neyra Aranda, Henri Emmanuel López Gómez, Roberto Carlos Dávila-Morán, Vilma Luz Aparicio-Salas, Zoraida Loaiza-Ortiz, Lupe Marilu Huanca Rojas, Digmer Pablo Riquez Livia, Lindomira Castro Llaja and Liliana Inés Romero Núñez
J. Funct. Morphol. Kinesiol. 2026, 11(2), 231; https://doi.org/10.3390/jfmk11020231 - 8 Jun 2026
Viewed by 290
Abstract
Background: Exercise provides important health benefits for adults with type 1 diabetes; however, it remains associated with substantial glycemic instability that may vary according to exercise modality, intensity, duration, and clinical context. Continuous glucose monitoring (CGM) and wearable sensors offer an opportunity [...] Read more.
Background: Exercise provides important health benefits for adults with type 1 diabetes; however, it remains associated with substantial glycemic instability that may vary according to exercise modality, intensity, duration, and clinical context. Continuous glucose monitoring (CGM) and wearable sensors offer an opportunity to characterize exercise-related glycemic responses under real-world conditions, yet prospective free-living data remain limited. Objective: This study aimed to evaluate glycemic risk across exercise modalities in adults with type 1 diabetes using CGM and wearable sensors in a real-world prospective cohort. Methods: This prospective cohort study was conducted under free-living conditions in 120 adults with type 1 diabetes. Participants were followed during habitual exercise using CGM, wearable sensor data, and session-level exercise classification. A total of 1568 valid exercise sessions were analyzed and categorized as aerobic, resistance, interval-based, or mixed exercise. The primary outcomes were immediate glucose change and time below range during exercise and within 6 h post-exercise. Secondary outcomes included severe biochemical hypoglycemia, time in range, time above range, glycemic variability, delayed hypoglycemia, nocturnal hypoglycemia, and rescue carbohydrate intake. Results: Glycemic risk differed across exercise modalities. Aerobic exercise was associated with the greatest immediate glucose decline, the highest time below range, the highest frequency of delayed post-exercise hypoglycemia, and the greatest need for rescue carbohydrate intake. Resistance exercise showed the most favorable acute glycemic profile, whereas interval-based and mixed exercise showed intermediate patterns. The associations between exercise modality and glycemic risk were modified by pre-exercise glucose level, time of day, and insulin delivery modality. Sensitivity analyses were consistent with the primary findings. Conclusions: In adults with type 1 diabetes monitored under real-world conditions, glycemic risk varies meaningfully across exercise modalities and is further shaped by clinically relevant contextual factors. These findings support a more individualized interpretation of exercise-related glycemic responses using CGM and wearable-derived data. Full article
(This article belongs to the Special Issue Physical Activity and Exercise for the Management of Diabetes)
23 pages, 4565 KB  
Article
Application of G–L Fractional-Order Differentiation in Wood Veneer Defect Image Enhancement
by Jun Zhang, Wenqi Ma, Jiagui Wang and Guodong Wu
Fractal Fract. 2026, 10(6), 392; https://doi.org/10.3390/fractalfract10060392 - 6 Jun 2026
Viewed by 231
Abstract
Image enhancement is of pivotal importance in the detection of defects in wood veneers. However, acquired images frequently exhibit signs of blurring, uneven illumination, and insufficient contrast, which can lead to a reduction in the accuracy of defect recognition. In this study, an [...] Read more.
Image enhancement is of pivotal importance in the detection of defects in wood veneers. However, acquired images frequently exhibit signs of blurring, uneven illumination, and insufficient contrast, which can lead to a reduction in the accuracy of defect recognition. In this study, an algorithm based on Grünwald–Letnikov (G–L) fractional-order differentiation is proposed for the enhancement of wood veneer defect images. Initially, the gain characteristics of differential amplitude-frequency responses on high- and low-frequency image components are analyzed, and the feasibility of the method is demonstrated by linking these characteristics with the frequency-domain distributions of live knot, dead knot, and crack defects. Secondly, an eight-direction mask operator is constructed based on the G–L definition, and a DC component preservation factor is introduced to eliminate the luminance drift caused by mask truncation. The application of the mask is performed independently on the R, G, and B channels, and a dynamic blending mechanism is designed to achieve a balance between texture enhancement and structural fidelity. Finally, a set of six evaluation metrics (AG, E, PSNR, RMSE, SSIM, and VIF) is employed to assess the quality of enhanced images. The proposed algorithm is then compared with five existing algorithms (SSR, MSR, MSRCR, CLAHE, and AGC) under both noise-free and additive white Gaussian noise conditions. The findings indicate that the G–L fractional-order differentiation algorithm facilitates a more balanced representation of image features, thereby enhancing contrast, brightness, and textural contours. This approach results in more authentic color reproduction and superior visual quality. Full article
(This article belongs to the Special Issue Applications of Fractional-Order Grey Models, 2nd Edition)
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