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9 pages, 1717 KiB  
Article
New Imaging Method of Mobile Phone-Based Colorimetric Sensor for Iron Quantification
by Ngan Anh Nguyen, Asher Hendricks, Emily Montoya, Amber Mayers, Diwitha Rajmohan, Aoife Morrin, Margaret McCaul, Nicholas Dunne, Noel O’Connor, Andreas Spanias, Gregory Raupp and Erica Forzani
Sensors 2025, 25(15), 4693; https://doi.org/10.3390/s25154693 (registering DOI) - 29 Jul 2025
Viewed by 127
Abstract
Blood iron levels are related to many health conditions, affecting hundreds of millions of individuals worldwide. To aid in the prevention and treatment of iron-related disorders, previous research has developed a low-cost, accurate, point-of-care method for measuring iron from a single finger-prick blood [...] Read more.
Blood iron levels are related to many health conditions, affecting hundreds of millions of individuals worldwide. To aid in the prevention and treatment of iron-related disorders, previous research has developed a low-cost, accurate, point-of-care method for measuring iron from a single finger-prick blood sample. This study builds upon that work by introducing an improved imaging method that accurately reads sensor images irrespective of variations in environmental illumination and camera quality. Smartphone cameras were used as analytical tools, demonstrating an average coefficient of variation of 5.13% across different phone models, and absorbance results were found to be improved by 8.80% compared to the method in a previous study. The proposed method successfully enhances iron detection accuracy under diverse lighting conditions, paving the way for smartphone-based sensing of other colorimetric reactions involving various analytes. Full article
(This article belongs to the Special Issue Colorimetric Sensors: Methods and Applications (2nd Edition))
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12 pages, 245 KiB  
Article
Implementation of Neonatal Screening Program for Congenital Hypothyroidism in Eastern Morocco
by Fatima Wahoud, Samia Essadki, Khadija Zirar, Rajae Lamsyah, Wissam Hajjaji and Rim Amrani
Int. J. Neonatal Screen. 2025, 11(3), 55; https://doi.org/10.3390/ijns11030055 - 17 Jul 2025
Viewed by 386
Abstract
Congenital hypothyroidism (CH) is one of the major preventable causes of intellectual disability. This study evaluates the incidence of CH through a newborn screening (NBS) program in eastern Morocco. A descriptive cross-sectional design was used and heel prick blood samples were collected on [...] Read more.
Congenital hypothyroidism (CH) is one of the major preventable causes of intellectual disability. This study evaluates the incidence of CH through a newborn screening (NBS) program in eastern Morocco. A descriptive cross-sectional design was used and heel prick blood samples were collected on blotting paper to measure Thyroid-Stimulating Hormone (TSH) using an immunofluorimetric assay. 4062 newborns were screened (51.3% male, 48.7% female). TSH levels significantly varied by age: newborns sampled before 24 h had a higher median TSH (3.7 µU/mL [0.10–28.90]) compared to those sampled at 24 h or more (2.1 µU/mL [0.10–32.30]; p < 0.001). Using age-specific cut-off values, 18 suspected CH cases were recalled (recall rate: 0.44%). Among the 16 cases who completed confirmatory testing, 4 had transient hyperthyrotropinemia (HTT), characterized by mildly abnormal serum TSH and T4 levels that normalized spontaneously after few months without treatment. Three cases were diagnosed with CH confirmed at birth with markedly elevated serum TSH concentrations and significantly reduced T4 levels. Consequently, the birth prevalence of CH confirmed at birth was 1:1354 live births. The median preanalytical delay was 6 days (IQR: 3–12) and the TSH result turnaround was 8 days (IQR: 5–15), potentially affecting timely intervention. This first report from eastern Morocco confirms the relevance of neonatal screening but highlights delays that must be addressed to enhance early diagnosis and management. Full article
(This article belongs to the Special Issue Newborn Screening for Congenital Hypothyroidism)
15 pages, 671 KiB  
Article
The Hypoglycaemic Effects of the New Zealand Pine Bark Extract on Sucrose Uptake and Glycaemic Responses in Healthy Adults—A Single-Blind, Randomised, Placebo-Controlled, Crossover Trial
by Wen Xin Janice Lim, Rachel A. Page, Cheryl S. Gammon and Paul J. Moughan
Nutrients 2025, 17(14), 2277; https://doi.org/10.3390/nu17142277 - 9 Jul 2025
Viewed by 274
Abstract
Background: The New Zealand pine bark has been demonstrated in vitro to inhibit digestive enzymes involved in carbohydrate digestion (alpha-amylase, alpha-glucosidase, and dipeptidyl-peptidase 4 (DPP-4)). Objective: This study aims to investigate the inhibitory effects of the New Zealand pine bark on sucrose uptake [...] Read more.
Background: The New Zealand pine bark has been demonstrated in vitro to inhibit digestive enzymes involved in carbohydrate digestion (alpha-amylase, alpha-glucosidase, and dipeptidyl-peptidase 4 (DPP-4)). Objective: This study aims to investigate the inhibitory effects of the New Zealand pine bark on sucrose uptake and glycaemic responses in humans. Methods: A single-blind, randomised, placebo-controlled, crossover trial was carried out involving healthy adults (n = 40 (M: 12, F: 28), 30.1 ± 1.3 years, BMI 23.4 ± 0.5 kg/m2, HbA1c 32.5 ± 0.6 mmol/mol, FBG 4.7 ± 0.1 mmol/L). A control (75 g of sucrose powder only), and two doses of the pine bark extract (50 and 400 mg) were provided on separate occasions, with 75 g of sucrose mixed in 250 mL of water. Blood samples were collected at −10, 0, 15, 30, 45, 60, 90, and 120 min via a finger prick test. A linear mixed model for repeated measures (SPSS v30, IBM) was applied, and data presented as model-adjusted mean ± SEM. Results: Compared to control (247.5 ± 14.0 mmol/L⋅min), the iAUCglucose was significantly reduced with the 400 mg dose (211.8 ± 13.9 mmol/L⋅min, 14.4% reduction, and p = 0.037), but not with 50 mg dose (220.8 ± 14.2 mmol/L⋅min, 10.8% reduction, and p = 0.184). Compared to control (9.1 ± 0.2 mmol/L), glucose peak value was significantly reduced with the 50 mg dose (8.6 ± 0.2 mmol/L, 5.5% reduction, and p = 0.016) but not with the 400 mg dose (8.7 ± 0.2 mmol/L, 4.4% reduction, and p = 0.093). There were no statistically significant changes in postprandial insulin levels with the pine bark extract compared to control. Conclusions: The New Zealand pine bark extract attenuated sucrose uptake with improved glycaemic responses, and may therefore be useful as a hypoglycaemic adjunct to the diet. Full article
(This article belongs to the Special Issue Effects of Plant Extracts on Human Health—2nd Edition)
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11 pages, 207 KiB  
Article
High User Satisfaction Rates with DEXCOM Continuous Glucose Monitoring Device in People with Type 1 Diabetes—A Pilot Cross-Sectional Study
by Benái Paponette, Laura Keaver, Peter Lynch, Elias Eltoum, Liam Clarke, Jordan Carty, Siobhan Bacon and Catherine McHugh
Diabetology 2025, 6(7), 64; https://doi.org/10.3390/diabetology6070064 - 2 Jul 2025
Viewed by 325
Abstract
Background/Objectives: DEXCOM™ continuous glucose monitoring devices (DCGMs) have been shown to improve glycaemic control and complication rates in people with Type 1 diabetes (T1DM). However, little qualitative data exists regarding user satisfaction, useful features and the overall lived experience of using a [...] Read more.
Background/Objectives: DEXCOM™ continuous glucose monitoring devices (DCGMs) have been shown to improve glycaemic control and complication rates in people with Type 1 diabetes (T1DM). However, little qualitative data exists regarding user satisfaction, useful features and the overall lived experience of using a DCGM which will strongly impact one’s quality of life (QOL), compliance and the self-management of diabetes. This study aimed to assess DCGM users’ satisfaction rates and experiences with device features in patients with T1DM in Ireland. Methods: A questionnaire consisting of open- and closed-ended questions together with a glucose monitoring satisfaction survey (GMSS) was offered to all patients attending Sligo University Hospital (SUH) diabetes clinic who used a DCGM for at least six months. Results: Data was analysed for 73 participants. Self-reported QOL improved in 88% of participants and 52% of participants reported fewer hypoglycaemic events. The features most liked by participants were alerts given when the glycaemic target was not in range, improved quality of life, improved hypoglycaemia awareness and the need for reduced finger pricking. However, concerns were also identified about redundant alarms and sensor failures, phone incompatibility and skin reactions. DCGM was associated with good levels of glucose monitoring satisfaction with an overall satisfaction score of 3.67 ± 1.24 out of 5. Participants reported high openness (4.01 ± 0.91), increased trust (3.77 ± 1.16) and low emotional (1.70 ± 0.97) and behavioural burden (2.38 ± 1.10) with DCGM usage. Male participants who had diabetes for a mean duration of 20.06 ± 0.89 years and used DEXCOMTM for approximately 2 years demonstrated significantly higher levels of satisfaction (p < 0.05). Conclusions: The findings of this study provide a first exploration of patients’ perspectives on DCGM devices in an Irish setting. Results suggest that DCGM users are highly satisfied with the device with an increase in self-reported QOL. Adaptations to features based on patient feedback should be considered to further enhance user satisfaction and maximise QOL benefits. Full article
14 pages, 448 KiB  
Case Report
Allergy to Lipid Transfer Protein or Hypersensitivity to Non-Steroidal Anti-Inflammatory Drugs?
by Magdalena Rydzyńska, Kinga Lis, Zbigniew Bartuzi, Tomasz Rosada, Magdalena Grześk-Kaczyńska and Natalia Ukleja-Sokołowska
Int. J. Mol. Sci. 2025, 26(13), 5988; https://doi.org/10.3390/ijms26135988 - 22 Jun 2025
Viewed by 507
Abstract
Non-steroidal anti-inflammatory drugs (NSAIDs) can cause hypersensitivity reactions and lead to anaphylactic shock. These drugs also act as cofactors in allergic reactions. Lipid transfer proteins (LTPs), found in plants, represent a unique group of allergens in which cofactors play a crucial role. This [...] Read more.
Non-steroidal anti-inflammatory drugs (NSAIDs) can cause hypersensitivity reactions and lead to anaphylactic shock. These drugs also act as cofactors in allergic reactions. Lipid transfer proteins (LTPs), found in plants, represent a unique group of allergens in which cofactors play a crucial role. This case report describes a 26-year-old female who developed anaphylactic symptoms after ingesting grapes and taking ketoprofen. The patient experienced swelling of the lips, tongue, and throat, as well as shortness of breath, dizziness, and loss of consciousness, after consuming grapes and taking ketoprofen. She had previously used ketoprofen and acetylsalicylic acid without issues but had developed urticaria on several occasions after consuming multi-ingredient dishes. Skin prick tests showed positive results for peanut and orange allergens. Further testing using the ALEX multiparametric test detected antibodies to several LTP allergens. Intradermal tests with ketoprofen yielded a positive result, although irritant reactions could not be ruled out. A provocation test with acetylsalicylic acid (ASA) showed no adverse reactions. Skin tests with ibuprofen were negative, and provocation tests confirmed its tolerance. A diagnosis of LTP allergy and selective ketoprofen allergy was made, with the recommendation to avoid ketoprofen and follow a diet excluding foods from the LTP group. Full article
(This article belongs to the Special Issue Molecular Therapeutic Strategies in Allergic Diseases)
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19 pages, 2450 KiB  
Article
ω9 Monounsaturated and Saturated Colostrum Fatty Acids May Benefit Newborns in General and Subtle Hypothyroid Stages
by Meric A. Altinoz, Muhittin A. Serdar, Selim M. Altinoz, Mustafa Eroglu, Murat Muhcu, Pinar Kumru and Aysel Ozpinar
Nutrients 2025, 17(12), 2017; https://doi.org/10.3390/nu17122017 - 17 Jun 2025
Viewed by 425
Abstract
Objectives: This study analyzed correlations of colostrum fatty acids (FAs), newborns’ and mothers’ thyroid hormones (THs), and birth weight, all crucially important in neonatal health. Methods: LC-MS/MS was used to measure 22 FAs in the colostrum of 78 healthy mothers who delivered term [...] Read more.
Objectives: This study analyzed correlations of colostrum fatty acids (FAs), newborns’ and mothers’ thyroid hormones (THs), and birth weight, all crucially important in neonatal health. Methods: LC-MS/MS was used to measure 22 FAs in the colostrum of 78 healthy mothers who delivered term babies. FT3, FT4, and TSH levels were determined in the mothers’ serum, and newborns’ TSH was measured in heel-pricked specimens. Correlations were defined in the whole cohort and the subsets, which were separated according to ranges of birth weight, thyroid hormones, and mothers’ body mass index. Phyton Software was used for statistics. Results: The colostrum’s total FA content was highly variable and correlated positively with the percentage values of arachidic, gondoic, and nervonic acids. Five FAs all positively correlated with birth weight for the entire cohort—including ω9 gondoic, erucic, and nervonic acids as well as saturated behenic and lignoceric acids—all produced with the same elongases. These correlations were relevant to gondoic, nervonic, behenic, and lignoceric acids when mothers with low FT4 levels were evaluated separately and to erucic acid in the subset comprising mothers with high TSH values. Conclusions: The priming of breast epithelia to adjust the colostrum quality starts prenatally, whose regulatory mechanisms partially overlap with fetal fat accretion. Thus, colostrum content may undergo modifications to compensate for the harm of subtle TH deficiencies on neonates’ thermoregulation and development. Considering the previous findings showing that milk ω9 FAs are highest in colostrum, and even higher when mothers deliver preterm, our current results indicate their possible protective functions. Full article
(This article belongs to the Section Lipids)
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10 pages, 869 KiB  
Article
Uncovering the Distinct Role of Phleum p 4 in Grass Pollen Allergy: Sensitization Patterns in 1963 Swiss Patients
by Patrick Frey, Phil Cheng, Peter Schmid-Grendelmeier and Carole Guillet
Int. J. Mol. Sci. 2025, 26(12), 5616; https://doi.org/10.3390/ijms26125616 - 11 Jun 2025
Viewed by 410
Abstract
Grass pollen allergies significantly contribute to atopic diseases such as asthma and allergic rhinitis, resulting in considerable healthcare burdens. Objective: In this study, molecular sensitization patterns to grass pollen in Swiss patients were addressed. The research utilized a retrospective cohort approach using ImmunoCAP™ [...] Read more.
Grass pollen allergies significantly contribute to atopic diseases such as asthma and allergic rhinitis, resulting in considerable healthcare burdens. Objective: In this study, molecular sensitization patterns to grass pollen in Swiss patients were addressed. The research utilized a retrospective cohort approach using ImmunoCAP™ ISAC testing from October 2015 to July 2020. Clinical histories, demographics, and skin prick test results were collected for analysis. The minimum patient age was 18 years and the average patient age was 41.3 years, with a female predominance (68.5%). In total, 4814 measurements were analyzed. Allergic rhinitis was the most common clinical symptom, followed by asthma and urticaria. A total of 1963 patients (40.8%) revealed sensitization to grass pollen. The most common sensitizations were found to the major allergens Phl p 1 (86%) and Phl p 5 (65%), but also to Phl p 4 (62%). Monosensitization was mostly found to allergens Phl p 1 (266/13.5%) and Phl p 4 (157/7.9%), and less so to Phl p 5 (33/1.7%). Notably, the Phl p 4-monosensitized subgroup showed only an 18% positivity rate in skin prick tests and presented mostly with urticaria. This study gives insights into the spectrum of grass pollen allergies in a Central European setting and underscores the possibly underestimated role of Phl p 4 among grass pollen allergens, especially in a subgroup that suffers mainly from seasonal urticaria. Monovalent sensitization to Phl p 4 can also cause seasonal rhinitis and might therefore be missed if only Phl p 1/p 5 are tested. A better understanding of sensitization patterns will further improve diagnosis and treatment options. Full article
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16 pages, 1805 KiB  
Article
Integrated Diagnostic Approach Using Basophil Activation Test and IgE Assays for Shrimp and Prawn Allergy
by Nhu N. Q. Nguyen, Thao H. Nguyen, Minh K. Le, Tram B. Duong, Duy L. Pham, Tai T. Tran and Tu H. K. Trinh
Medicina 2025, 61(6), 1040; https://doi.org/10.3390/medicina61061040 - 5 Jun 2025
Viewed by 606
Abstract
Background and Objectives: Shellfish allergies are common in Vietnam. The basophil activation test (BAT) is a powerful tool in the diagnosis of food allergies. We aimed to evaluate the application of BAT to distinguish shrimp allergy in comparison with skin prick test [...] Read more.
Background and Objectives: Shellfish allergies are common in Vietnam. The basophil activation test (BAT) is a powerful tool in the diagnosis of food allergies. We aimed to evaluate the application of BAT to distinguish shrimp allergy in comparison with skin prick test and specific IgE measurement. Materials and Methods: We recruited adult shrimp- or prawn-allergic subjects from the University Medical Center (Vietnam). BAT was performed using the in-house crude extracts for two allergens: black tiger shrimp Penaeus monodon (shrimp) and giant freshwater prawn Macrobrachium rosenbergii (prawn). The percentages of CD63 in response to shrimp and prawn were recorded. The results of skin prick tests (SPT) and the specific IgE (sIgE) levels in response to commercial shrimp/prawn were noted. Receiver operating characteristic (ROC) analysis and area under the curve (AUC) were calculated. Results: Of 43 recruited subjects, 9 (26.5%) subjects had a specific allergy to shrimp, 2 (5.9%) subjects had a specific allergy to prawn, and 23 (67.6%) subjects had both shrimp and prawn allergy. Basophil CD63% was significantly increased in subjects with allergy to shrimp and prawn (p < 0.05% for all). Compared with SPT and sIgE, CD63 expression-based BAT was better in discriminating subjects with allergies to these species from their non-allergic counterparts (AUC/sensitivity/specificity = 0.88/77%/89% for shrimp, and 0.74/88%/77% for prawn, p < 0.05 for all). The addition of SPT and BAT improved the diagnostic power. A positive BAT could help identify shrimp/prawn allergy among cases with negative SPT/sIgE to shrimp/prawn. BAT facilitated the diagnosis of shrimp allergy among prawn-allergic subjects (100% accurate). Conclusions: The BAT test can help predict clinical reactions to shrimp and prawn in allergic patients, and enhance diagnostic accuracy in cases where SPT or specific IgE tests yield negative results. Full article
(This article belongs to the Special Issue Research on Allergy, Asthma, and Clinical Immunology)
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9 pages, 227 KiB  
Article
Waste Collection and Viral Hepatitis: Assessing the Occupational Risk of HBV and HCV
by Lorenzo Ippoliti, Federica Crivaro, Luca Coppeta, Giuseppina Somma, Filippo Lecciso, Gianmarco Manili, Viola Giovinazzo, Margherita Iarossi, Cristiana Ferrari, Antonio Pietroiusti and Andrea Magrini
Acta Microbiol. Hell. 2025, 70(2), 22; https://doi.org/10.3390/amh70020022 - 4 Jun 2025
Viewed by 472
Abstract
Hepatitis B and C (HBV and HCV) infections persist as significant public health concerns. Specific occupational groups, such as waste collectors, continue to face elevated risk due to exposure to contaminated materials. Research studies have underscored heightened infection rates, notably from needle prick [...] Read more.
Hepatitis B and C (HBV and HCV) infections persist as significant public health concerns. Specific occupational groups, such as waste collectors, continue to face elevated risk due to exposure to contaminated materials. Research studies have underscored heightened infection rates, notably from needle prick injuries. The present study aspires to re-evaluate the prevalence of HBV and HCV among waste collectors and to scrutinize associated risk factors, thereby contributing to the development of effective public health and occupational safety strategies. The study analyzed data from 116 Italian waste collectors who were undergoing regular occupational visits, examining demographics, health conditions, HBV immunization, and annual blood tests for the HBsAg, HBsAb, and HCVAb. The HBsAb was detected in 66 individuals (56.9%), while the HCVAb was found in 4 (3.4%). Logistic regression showed HBV immunization and longer job experience to be significant factors associated with HBsAb presence. Waste collection may increase HBV infection risk due to occupational exposure, unlike HCV, which requires blood-to-blood contact. Preventive strategies, including education, protective equipment, and HBV vaccination, are essential. Ensuring vaccination coverage among waste collectors could reduce infection risk. Further research should assess the occupational risks and the effectiveness of preventive measures. Full article
8 pages, 939 KiB  
Article
Evaluation of Different Forms of Topical Anesthesia Agents in Dental Practice
by Kenan Cantekin
Children 2025, 12(5), 610; https://doi.org/10.3390/children12050610 - 7 May 2025
Viewed by 805
Abstract
Purpose: The objective of this research was to compare the pain-reducing effects of two topical anesthetic agents, 10% atomized lidocaine spray and an EMLA, cream before needle injection applied at different time intervals using parameters of visual analog scale (VAS) score and heart [...] Read more.
Purpose: The objective of this research was to compare the pain-reducing effects of two topical anesthetic agents, 10% atomized lidocaine spray and an EMLA, cream before needle injection applied at different time intervals using parameters of visual analog scale (VAS) score and heart rate (HR). Methods: The randomized split-mouth study included 30 patients (17 boys, 13 girls) aged 8.22 ± 1.8 years. The application of atomized lidocaine spray or cream was randomly used in the maxillary second premolar region. The parameters were measured prior to and following each needle insertion after being applied for 10, 30, 60, and 120 sec. Paired t-test and independent t-test were used for statistic analyses. Results: Compared with the first applications (10 s), atomized lidocaine and EMLA cream applications significantly decreased scores of VAS at the 30 and 120 s applications, respectively. Despite atomized lidocaine showing an early effect compared with EMLA, there were no significant differences in VAS scores between the atomized lidocaine and EMLA cream at the 60 and 120 s measurements. Although HR significantly increased at first anesthetic administration with the atomized lidocaine spray, HR significantly decreased at 30 and 120 s administrations. Conclusions: Atomized 10% lidocaine-based topical anesthetics significantly reduced pain more rapidly and better than EMLA from needle pricks in the buccal mucosa. Therefore, atomized lidocaine topical anesthesia could be used as a substitute for EMLA cream prior to buccal anesthetic administration. On the other hand, further comprehensive studies are required to explore the effects of several doses of atomized lidocaine in various areas of the oral cavity. Full article
(This article belongs to the Section Pediatric Dentistry & Oral Medicine)
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15 pages, 9198 KiB  
Article
Microwave Antenna Sensing for Glucose Monitoring in a Vein Model Mimicking Human Physiology
by Youness Zaarour, Fatimazahrae El Arroud, Tomas Fernandez, Juan Luis Cano, Rafiq El Alami, Otman El Mrabet, Abdelouheb Benani, Abdessamad Faik and Hafid Griguer
Biosensors 2025, 15(5), 282; https://doi.org/10.3390/bios15050282 - 30 Apr 2025
Viewed by 978
Abstract
Non-invasive glucose monitoring has become a critical area of research for diabetes management, offering a less intrusive and more patient-friendly alternative to traditional methods such as finger-prick tests. This study presents a novel approach using a semi-solid tissue-mimicking phantom designed to replicate the [...] Read more.
Non-invasive glucose monitoring has become a critical area of research for diabetes management, offering a less intrusive and more patient-friendly alternative to traditional methods such as finger-prick tests. This study presents a novel approach using a semi-solid tissue-mimicking phantom designed to replicate the dielectric properties of human skin and blood vessels. The phantom was simplified to focus solely on the skin layer, with embedded channels representing veins to achieve realistic glucose monitoring conditions. These channels were filled with D-(+)-Glucose solutions at varying concentrations (60 mg/dL to 200 mg/dL) to simulate physiological changes in blood glucose levels. A miniature patch antenna optimized to operate at 14 GHz with a penetration depth of approximately 1.5 mm was designed and fabricated. The antenna was tested in direct contact with the skin phantom, allowing for precise measurements of the changes in glucose concentration without interference from deeper tissue layers. Simulations and experiments demonstrated the antenna’s sensitivity to variations in glucose concentration, as evidenced by measurable shifts in the dielectric properties of the phantom. Importantly, the system enabled stationary measurements by injecting glucose solutions into the same blood vessels, eliminating the need to reposition the sensor while ensuring reliable and repeatable results. This work highlights the importance of shallow penetration depth in targeting close vessels for noninvasive glucose monitoring, and emphasizes the potential of microwave-based sensing systems as a practical solution for continuous glucose management. Full article
(This article belongs to the Section Biosensors and Healthcare)
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27 pages, 7099 KiB  
Article
Diabetes: Non-Invasive Blood Glucose Monitoring Using Federated Learning with Biosensor Signals
by Narmatha Chellamani, Saleh Ali Albelwi, Manimurugan Shanmuganathan, Palanisamy Amirthalingam and Anand Paul
Biosensors 2025, 15(4), 255; https://doi.org/10.3390/bios15040255 - 16 Apr 2025
Cited by 1 | Viewed by 1624
Abstract
Diabetes is a growing global health concern, affecting millions and leading to severe complications if not properly managed. The primary challenge in diabetes management is maintaining blood glucose levels (BGLs) within a safe range to prevent complications such as renal failure, cardiovascular disease, [...] Read more.
Diabetes is a growing global health concern, affecting millions and leading to severe complications if not properly managed. The primary challenge in diabetes management is maintaining blood glucose levels (BGLs) within a safe range to prevent complications such as renal failure, cardiovascular disease, and neuropathy. Traditional methods, such as finger-prick testing, often result in low patient adherence due to discomfort, invasiveness, and inconvenience. Consequently, there is an increasing need for non-invasive techniques that provide accurate BGL measurements. Photoplethysmography (PPG), a photosensitive method that detects blood volume variations, has shown promise for non-invasive glucose monitoring. Deep neural networks (DNNs) applied to PPG signals can predict BGLs with high accuracy. However, training DNN models requires large and diverse datasets, which are typically distributed across multiple healthcare institutions. Privacy concerns and regulatory restrictions further limit data sharing, making conventional centralized machine learning (ML) approaches less effective. To address these challenges, this study proposes a federated learning (FL)-based solution that enables multiple healthcare organizations to collaboratively train a global model without sharing raw patient data, thereby enhancing model performance while ensuring data privacy and security. In the data preprocessing stage, continuous wavelet transform (CWT) is applied to smooth PPG signals and remove baseline drift. Adaptive cycle-based segmentation (ACBS) is then used for signal segmentation, followed by particle swarm optimization (PSO) for feature selection, optimizing classification accuracy. The proposed system was evaluated on diverse datasets, including VitalDB and MUST, under various conditions with data collected during surgery and anesthesia. The model achieved a root mean square error (RMSE) of 19.1 mg/dL, demonstrating superior predictive accuracy. Clarke error grid analysis (CEGA) confirmed the model’s clinical reliability, with 99.31% of predictions falling within clinically acceptable limits. The FL-based approach outperformed conventional deep learning models, making it a promising method for non-invasive, privacy-preserving glucose monitoring. Full article
(This article belongs to the Section Biosensors and Healthcare)
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18 pages, 525 KiB  
Article
The Overlap of Allergic Disorders and Upper Gastrointestinal Symptoms: Beyond Eosinophilic Esophagitis
by Oksana Wojas, Edyta Krzych-Fałta, Paulina Żybul, Marta Żalikowska-Gardocka, Tomasz Ilczuk, Konrad Furmańczyk, Bolesław Samoliński and Adam Przybyłkowski
Nutrients 2025, 17(8), 1355; https://doi.org/10.3390/nu17081355 - 16 Apr 2025
Viewed by 1317
Abstract
Eosinophilic esophagitis (EoE) is a chronic disease which clinically presents with symptoms related to esophageal dysfunction, while pathologically it is characterized by eosinophilic infiltration of esophageal epithelium. Most patients with EoE present with food and/or inhalant allergy symptoms. The results of animal model [...] Read more.
Eosinophilic esophagitis (EoE) is a chronic disease which clinically presents with symptoms related to esophageal dysfunction, while pathologically it is characterized by eosinophilic infiltration of esophageal epithelium. Most patients with EoE present with food and/or inhalant allergy symptoms. The results of animal model studies and genetic studies, as well as the efficacy of elimination diets in managing the symptoms, suggest an atopic background of the disease. The aim of this study was to evaluate the prevalence of EoE in a group of patients with upper gastrointestinal symptoms and food and/or inhalant allergies and to assess the influence of drugs used in type I allergies on the results of endoscopic, histopathological, and immunohistochemical tests. Methods: This was a prospective observational study. Patients with inhalant/food allergies and upper esophageal symptoms constituted the study group while patients without allergies who were diagnosed with dyspepsia or irritable bowel syndrome constituted the control group. All study group subjects underwent allergy testing, including prick testing and blood tests. All participants underwent a gastroscopy with specimen collection. Esophageal specimens were stained for eotaxin-1 and desmoglein-1. Results: Based on histopathology results, eosinophilic esophagitis was found in 9 of the 73 patients from the study group. All patients with EoE presented with multimorbidity and were diagnosed with at least one allergic disease in addition to EoE. Positive staining for CCL-11 was found in 56 (78%) patients in the study group, including all patients with EoE while only 3 (17%) individuals from the control group showed positive staining. The presence of DSG-1 in esophageal specimens was detected in 6 (7%) subjects from the study group in contrast to 14 (78%) subjects from the control group. DSG-1 was not found in any of the specimens of patients diagnosed with EoE. Conclusions: EoE is a rare disease, usually accompanied by allergic multimorbidity. Positive staining for eotaxin-1 and negative staining for desmoglein-1 in patients with esophageal symptoms and allergies but who did not meet EoE diagnostic criteria could be indicative of subclinical course of the disease or a masking effect of corticosteroids. It is now vitally important for both researchers and practicing clinicians to recognize that eosinophilic esophagitis (EoE) is not a homogeneous disease but rather consists of multiple subtypes (phenotypes). The so-called “classic” form of EoE—defined by current diagnostic criteria as the presence of more than 15 eosinophils per high power field on histopathological examination—appears to represent only the tip of the iceberg. There is an urgent need for further research in order to refine endoscopic techniques, expand the scope of histopathological assessments, and identify novel biomarkers to better define the distinct phenotypes of eosinophilic esophagitis. Full article
(This article belongs to the Section Nutritional Immunology)
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13 pages, 1237 KiB  
Brief Report
An Assessment of the Currently Available Molecular Assay for the Diagnosis of Anisakis Sensitization
by Maria Barrale, Walter Mazzucco, Santo Fruscione, Maurizio Zarcone, Vincenzo Cantisano, Gaetano Cammilleri, Antonella Costa, Vincenzo Ferrantelli, Rosa Onida, Enrico Scala, Danilo Villalta, Carina Gabriela Uasuf and Ignazio Brusca
Int. J. Mol. Sci. 2025, 26(7), 3033; https://doi.org/10.3390/ijms26073033 - 26 Mar 2025
Viewed by 620
Abstract
The diagnosis of allergic reactions to Anisakis remains challenging due to the lack of specific allergens available for routine clinical use. However, the latest version of the multiplex macroarray ALEX-2 now allows the detection of specific IgE against Ani s 1, the major [...] Read more.
The diagnosis of allergic reactions to Anisakis remains challenging due to the lack of specific allergens available for routine clinical use. However, the latest version of the multiplex macroarray ALEX-2 now allows the detection of specific IgE against Ani s 1, the major species-specific allergen, as well as Ani s 3 (tropomyosin), a highly cross-reactive molecule with homologs in other allergenic sources. This study aimed to evaluate the potential role of ALEX-2 in diagnosing Anisakis sensitization by comparing it with a previously validated diagnostic algorithm. Serum samples from patients with suspected Anisakis sensitization were consecutively collected at an Italian allergy centre. Diagnosis was based on a history of allergic reactions following seafood consumption, along with negative test results for fish allergy. All patients underwent skin prick testing and specific IgE measurement for Anisakis (p4), Ascaris (p1), shrimp (f24), and Dermatophagoides pteronyssinus (d1), as well as tropomyosins from house dust mites (d205) and shrimp (f351). Additionally, the basophil activation test (BAT) using crude Anisakis extract was performed. Patients were also tested using the ALEX-2 allergy macroarray. Correlation analyses and multiple logistic regression models were applied to assess associations between conventional singleplex tests and the severity of clinical manifestations. A total of 33 eligible subjects were recruited, including 20 females (60.6%). Seven (21.2%) were aged 0–29 years, eleven (33.3%) were 30–60 years old, and fifteen (45.5%) were over 60 years old. ALEX-2 showed positivity for Ani s 1 or Ani s 3 in 39.39% (95% CI: 22.90–57.86%) of subjects with confirmed Anisakis sensitization. A significant correlation was observed between Ani s 3 (r = 0.31 [95% CI: 0.04–0.56], p = 0.01) and Ascaris (r = 0.35 [95% CI: 0.129–0.55], p = 0.004) levels and the severity of clinical reactions. Despite the limitations of this cross-sectional study, including a small sample size, our preliminary findings suggest that the ALEX-2 macroarray may not be sufficiently sensitive for the first-line diagnosis of Anisakis allergy. However, it could provide valuable additional information, as Ani s 1 positivity indicates primary sensitization to the nematode, while Ani s 3 positivity appears to correlate with clinical severity. Larger prospective longitudinal studies are needed to confirm these findings and further assess the predictive value of ALEX-2 in diagnosing Anisakis allergy. Full article
(This article belongs to the Section Molecular Pathology, Diagnostics, and Therapeutics)
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Article
Assessing Nasal Nitric Oxide in Allergic Rhinitis: A Controversial Biomarker
by Natalia Louca, Despina Damianou, Nektaria Kostea, Panayiotis Kouis, Panayiotis Yiallouros and Constantinos Pitsios
Medicina 2025, 61(3), 516; https://doi.org/10.3390/medicina61030516 - 17 Mar 2025
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Abstract
Background and objectives: Increased levels of nitric oxide (NO) are produced in various inflammatory diseases like allergic asthma. Fractional exhaled NO has been studied as a biomarker of type 2 inflammation in asthma, while the use of nasal NO (nNO) as a diagnostic [...] Read more.
Background and objectives: Increased levels of nitric oxide (NO) are produced in various inflammatory diseases like allergic asthma. Fractional exhaled NO has been studied as a biomarker of type 2 inflammation in asthma, while the use of nasal NO (nNO) as a diagnostic tool for allergic rhinitis (AR) is less established. In the present study, we investigated nNO as a potential biomarker for differentiating AR from nonallergic rhinitis (NAR). Materials and methods: Medical students were invited to complete a questionnaire on rhinitis symptoms. Individuals who reported nasal symptoms were invited to participate in the clinical phase of the study, which included considering the patient’s medical history, clinical examination, skin-prick tests (SPTs) for the 14 most relevant allergens in the region, and nNO measurement using the NIOX VERO portable nitric oxide analyzer. Informed consent was obtained at each stage of recruitment and clinical assessment. Results: Overall, 62 out of 122 volunteers recruited reported rhinitis symptoms and were investigated further with nNO measurements and SPTs. In total, 39 had SPT-confirmed AR, while 23 were classified as NAR subjects. Both nNO measurements and SPTs were performed on the same day, during the pollen season. The comparison of mean nNO concentrations (830 ± 247 ppb and 851 ± 373 in AR and NAR groups, respectively) showed no statistically significant difference. Conclusions: we concluded that nNO is not a reliable independent biomarker in the diagnosis of AR. Full article
(This article belongs to the Special Issue Research on Allergy, Asthma, and Clinical Immunology)
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