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10 pages, 224 KB  
Brief Report
Hypothyroidism and Mandibular Cortical Alterations Evaluated on Panoramic Radiography: A Cross-Sectional Study in Women
by Vicente Vera-Rodríguez, María Pedrera-Canal, Olga Leal-Hernández, Juan Fabregat-Fernández, María Luz Canal-Macías, Fidel López-Espuela, Francisco M. García-Blazquez, Jose M. Moran and Raúl Roncero-Martín
Healthcare 2025, 13(19), 2529; https://doi.org/10.3390/healthcare13192529 (registering DOI) - 7 Oct 2025
Abstract
Background/Objectives: Thyroid hormone deficiency may impair bone metabolism, but its mandibular impact remains uncertain. We aimed to compare the prevalence of altered Mandibular Cortical Index (MCI; C2–C3) and Panoramic Mandibular Index (PMI) on digital panoramic radiographs in adult women with primary hypothyroidism versus [...] Read more.
Background/Objectives: Thyroid hormone deficiency may impair bone metabolism, but its mandibular impact remains uncertain. We aimed to compare the prevalence of altered Mandibular Cortical Index (MCI; C2–C3) and Panoramic Mandibular Index (PMI) on digital panoramic radiographs in adult women with primary hypothyroidism versus euthyroid controls, considering age and key clinical covariates. To our knowledge, this is the first study out of Spain addressing this question. Methods: This is a cross-sectional study (September 2021–June 2024) of 179 white women recruited at a university clinic. Cases were on L-thyroxine for ≥6 months, with TSH > 4.5 mIU/L and normal FT4; controls were euthyroid and untreated. Demographics, reproductive history, and BMI were recorded. Panoramic radiographs (Ratograph EVO 3D; 72 kV, 6 mA, 14.4 s) were analysed; MCI was graded (Klemetti C1–C3) distal to the mental foramen; PMI and mandibular cortical width (MCW) were measured bilaterally. Results: Women with hypothyroidism showed higher BMI and a greater number of years since menopause; age was slightly higher, but the difference was not significant. MCI distribution did not differ between groups (C3 and C2–C3, both p > 0.45). PMI (left/right) was similar (p = 0.253/0.160). Left MCW was higher in hypothyroidism in a crude analysis (4.86 ± 0.98 vs. 4.46 ± 0.94 mm; p = 0.039), but lost significance after age adjustment (adjusted p = 0.191); right MCW showed no differences. Total tooth loss tended to be higher (p = 0.055) without conclusive evidence. Conclusions: In this cohort, primary hypothyroidism was not associated with a differential mandibular cortical pattern by MCI or PMI; the crude MCW difference was explained by age. These Spain-based data refine heterogeneous prior findings and indicate that, in women treated for hypothyroidism, mandibular cortical metrics largely resemble those of their euthyroid peers. Longitudinal and multicentre studies are warranted to clarify trajectories and enhance generalisability. Full article
16 pages, 321 KB  
Article
Effects of HDL Structure and Function in Peripheral Artery Disease
by Yu-Huang Liao, Semon Wu, Yu-Lin Ko and Ming-Sheng Teng
Biomolecules 2025, 15(10), 1419; https://doi.org/10.3390/biom15101419 - 6 Oct 2025
Abstract
The structure and function of high-density lipoprotein (HDL), rather than its concentration, are more important factors in determining HDL activity. HDL particles (HDL-P) are heterogeneous in their composition, size, and antioxidative function. We investigated the levels of HDL subfractions and oxidized high-density lipoprotein [...] Read more.
The structure and function of high-density lipoprotein (HDL), rather than its concentration, are more important factors in determining HDL activity. HDL particles (HDL-P) are heterogeneous in their composition, size, and antioxidative function. We investigated the levels of HDL subfractions and oxidized high-density lipoprotein (Ox-HDL) and validated their correlation with genetic determinants underlying peripheral artery disease (PAD). We recruited a PAD population stratified by claudication severity (group I) and critical limb ischemia (group II) according to the Rutherford classification. We found that the level of Ox-HDL was significantly increased with Rutherford classification (group II; p = 0.001). Conversely, the levels of high-density lipoprotein cholesterol (HDL-C), HDL-P, and small high-density lipoprotein particles (S-HDL-P) were significantly reduced in group II. Three single nucleotide polymorphisms (SNPs) were differentially associated with HDL particles and Ox-HDL. Briefly, rs117685211 and rs7934858 showed opposing effects, with rs117685211 and rs148877054 being associated with low levels of HDL subfractions; rs148877054 was significantly associated with M and S-HDL-P. Our study indicated the significance of HDL subfractions and Ox-HDL in the pathogenesis of PAD. Full article
(This article belongs to the Section Lipids)
15 pages, 1239 KB  
Article
Effects of Respiratory Muscle Training on Performance and Inspiratory Strength in Female CrossFit Athletes: A Randomized Controlled Trial
by Juliana Andrade Assis, Lúcio Marques Vieira-Souza, Diego Valenzuela Pérez, Cristiano Diniz da Silva, Carlos Fuentes Veliz, Naiara Ribeiro Almeida, Bianca Miarka, Otávio Toledo Nóbrega and Ciro José Brito
Physiologia 2025, 5(4), 39; https://doi.org/10.3390/physiologia5040039 - 6 Oct 2025
Abstract
Background: The high-intensity demands of CrossFit induce respiratory muscle fatigue, potentially impairing performance via the metaboreflex. Respiratory muscle training (RMT) may mitigate this effect, but evidence in female athletes remains limited. Objective: We aimed to investigate the effects of RMT on sport-specific performance [...] Read more.
Background: The high-intensity demands of CrossFit induce respiratory muscle fatigue, potentially impairing performance via the metaboreflex. Respiratory muscle training (RMT) may mitigate this effect, but evidence in female athletes remains limited. Objective: We aimed to investigate the effects of RMT on sport-specific performance and maximal inspiratory pressure (PIMAX) in recreational female CrossFit practitioners. Design: We conducted a parallel-group randomized controlled trial. Setting: The study was conducted in a CrossFit-affiliated gym. Participants: We recruited twenty-nine recreational female practitioners (age: 30.3 ± 7.9 years) with ≥1 year of uninterrupted training who were free from respiratory diseases. Interventions: Participants were randomized to a CrossFit-only group (n = 14) or CrossFit + RMT group (n = 15). Both trained 5 days/week for 6 weeks; the RMT group additionally performed 30 inspiratory efforts at 50% of PIMAX, 5 days/week, with weekly load adjustment. Main Outcome Measures: Primary: Sport-specific performance (total repetitions in a 10-min AMRAP [As Many Rounds As Possible] test). Secondary: PIMAX (cmH2O). Measurements were taken pre- and post-intervention. Results: Baseline performance and PIMAX were similar between groups. After 6 weeks, the CrossFit + RMT group improved in performance more (Δ = +10.5 ± 10.7 reps, p = 0.03, ηp2 = 0.168) than the CrossFit-only group (Δ = +2.3 ± 8.1). PIMAX gains were also greater with RMT (Δ = +19.6 ± 8.4 cmH2O, p = 0.043, ηp2 = 0.148) vs. control (Δ = +10.1 ± 9.7). No adverse events occurred. Conclusions: Adding RMT to CrossFit training enhanced sport-specific performance and inspiratory strength in recreational female practitioners more than CrossFit alone. RMT appears to be a safe and effective complementary strategy for high-intensity functional training. Full article
(This article belongs to the Special Issue Exercise Physiology and Biochemistry: 3rd Edition)
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10 pages, 2458 KB  
Article
Epidemiology and Risks Survey of Onchocerca volvulus Infection in Igbo-Eze North Local Government Area, Enugu State, Nigeria
by Ifeoma Esther Aniaku, Grace Chinenye Onyishi, Chigozie Godwin Nwosu, Godwin Ikechukwu Ngwu, Chioma Janefrances Okeke, Uche Boniface Oraneli, Chidiebere Agha Otuu, Nicholas Arome Akobe, Augustine Uchechukwu Nnama and Kyrian Ikenna Onah
Trop. Med. Infect. Dis. 2025, 10(10), 285; https://doi.org/10.3390/tropicalmed10100285 - 6 Oct 2025
Abstract
Background: An epidemiological survey of Onchocerca volvulus infection and onchocerciasis in Igbo-Eze North Local Government Area, Enugu State, Nigeria, was undertaken to assess its distribution and risks among individuals in the area. Methods: A total of 201 residents who have lived in the [...] Read more.
Background: An epidemiological survey of Onchocerca volvulus infection and onchocerciasis in Igbo-Eze North Local Government Area, Enugu State, Nigeria, was undertaken to assess its distribution and risks among individuals in the area. Methods: A total of 201 residents who have lived in the study area for at least one year were recruited. At recruitment, they were examined using a rapid assessment method. Their demographic information and risk factors were obtained using a structured questionnaire. Results: The overall prevalence for onchocerciasis was 3.5% (7/201). The prevalence of onchocerciasis was observed to be non-significantly (p = 0.689) different among the studied communities. The sex and age-related prevalence differences were non-significant (p > 0.05); however, onchocerciasis was more prevalent among males and those between 30 and 39 years of age. The prevalence of onchocerciasis was higher (p = 0.001) among farmers/fishermen. The significant risk associated with onchocerciasis is the proximity of the water body to houses (p = 0.034). Conclusions: The onchocerciasis prevalence was low and not dependent on sex or age but rather occupation. Risks to onchocerciasis are environmental and occupational, with chances of scaled up prevalence and burden overtime if unchecked. There is a need for awareness campaigning to enable proper education of the people about onchocerciasis in the area and neighboring communities. Full article
(This article belongs to the Special Issue Neglected Zoonotic Diseases in Sub-Saharan Africa)
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18 pages, 728 KB  
Article
Curriculum–Skill Gap in the AI Era: Assessing Alignment in Communication-Related Programs
by Burak Yaprak, Sertaç Ercan, Bilal Coşan and Mehmet Zahid Ecevit
Journal. Media 2025, 6(4), 171; https://doi.org/10.3390/journalmedia6040171 - 6 Oct 2025
Abstract
Artificial intelligence is rapidly reshaping skill expectations across media, marketing, and journalism, however, university curricula are not evolving at a comparable speed. To quantify the resulting curriculum–skill gap in communication-related programs, two synchronous corpora were assembled for the period July 2024–June 2025: 66 [...] Read more.
Artificial intelligence is rapidly reshaping skill expectations across media, marketing, and journalism, however, university curricula are not evolving at a comparable speed. To quantify the resulting curriculum–skill gap in communication-related programs, two synchronous corpora were assembled for the period July 2024–June 2025: 66 course descriptions from six leading UK universities and 107 graduate-to-mid-level job advertisements in communications, digital media, advertising, and public relations. Alignment around AI, datafication, and platform governance was assessed through a three-stage natural-language-processing workflow: a dual-tier AI-keyword index, comparative TF–IDF salience, and latent Dirichlet allocation topic modeling with bootstrap uncertainty. Curricula devoted 6.0% of their vocabulary to AI plus data/platform terms, whereas job ads allocated only 2.3% (χ2 = 314.4, p < 0.001), indicating a conceptual-critical emphasis on ethics, power, and societal impact in the academy versus an operational focus on SEO, multichannel analytics, and campaign performance in recruitment discourse. Topic modeling corroborated this divergence: universities foregrounded themes labelled “Politics, Power & Governance”, while advertisers concentrated on “Campaign Execution & Performance”. Environmental and social externalities of AI—central to the Special Issue theme—were foregrounded in curricula but remained virtually absent from job advertisements. The findings are interpreted as an extension of technology-biased-skill-change theory to communication disciplines, and it is suggested that studio-based micro-credentials in automation workflows, dashboard visualization, and sustainable AI practice be embedded without relinquishing critical reflexivity, thereby narrowing the curriculum–skill gap and fostering environmentally, socially, and economically responsible media innovation. With respect to the novelty of this research, it constitutes the first large-scale, data-driven corpus analysis that empirically assessed the AI-related curriculum–skill gap in communication disciplines, thereby extending technology-biased-skill-change theory into this field. Full article
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12 pages, 226 KB  
Article
Perceptions of Spectacle Use Among Undergraduate Students in Oman: Visual Symptoms, Convenience, and Disadvantages
by Janitha Plackal Ayyappan, Hilal Alrahbi, Gopi Vankudre, Zoelfigar Mohamed, Virgina Varghese and Sabitha Sadandan
Healthcare 2025, 13(19), 2525; https://doi.org/10.3390/healthcare13192525 - 6 Oct 2025
Abstract
Background: Globally, uncorrected refractive errors are recognized as the primary cause of visual impairment and blindness. According to a report by the World Health Organization (WHO), providing spectacle lenses at an affordable cost remains a significant challenge, particularly for underprivileged populations in developing [...] Read more.
Background: Globally, uncorrected refractive errors are recognized as the primary cause of visual impairment and blindness. According to a report by the World Health Organization (WHO), providing spectacle lenses at an affordable cost remains a significant challenge, particularly for underprivileged populations in developing countries. This challenge contributes to the low compliance with spectacle wear worldwide. However, the benefits of wearing spectacles are influenced by the perceptions of the population regarding spectacle use. Methods: A quantitative, cross-sectional survey-based study was conducted at a superior educative center in Oman, the University of Buraimi. Participants were recruited from the four major colleges, namely, the College of Health Sciences (COHS), College of Business (COB), College of Engineering (COE), and College of Law (COL), and the Center for Foundation Studies (CFS). This study was conducted over the period from 18 December 2022 to 18 December 2023. Essential data were collected using an electronic questionnaire facilitated by the Google platform. The initial section of the questionnaire outlines this study’s objectives and its benefits to the community. The digital survey comprises three sections: the first section addresses the sociodemographic profile of the participants; the second section explores perceptions related to spectacles; and the third section examines visual symptoms associated with spectacle wear. In this study, a pre-tested survey was administered following consultation with a panel of three subject matter experts who reviewed the clarity and content validity of the test items. Data analyses were performed using descriptive statistics, and linear regression was applied to assess the effect of socioeconomic profile on perceptions of spectacles. Additionally, data entry, processing, and analysis were conducted using SPSS 25 software. The overall mean score for spectacle-related visual symptoms was 2.51 ± 0.75, indicating a moderate level of symptom occurrence. Results: A total of 415 participants (N = 415) were included in this study, comprising 133 males (32.0%) and 282 females (68.0%). The most prominent symptoms related to spectacle perception were “light sensitivity” and “eye pain”, with mean values of 3.03 ± 1.30 and 3.04 ± 1.25, respectively. Additionally, 249 participants (60%) reported moderate concern regarding spectacle-related visual symptoms. Among female participants, 118 (41.8%) exhibited little concern about visual symptoms associated with spectacle wear, whereas this was observed in 25.6% of male participants. Descriptive statistics indicated the mean perceived spectacle-related disadvantages score measured on a scale of 0 to 4 was 2.88 ± 1.16 (57.69% ± 23.15% in percentages), reflecting a moderate perception of such disadvantages. The linear regression model demonstrated statistical significance, as indicated by the likelihood ratio chi-square = 199.194 (df = 15, p < 0.001). The most significant predictor was study major (χ2 = 72.922, p < 0.001). Conclusions: The present study indicates that undergraduate students generally exhibit a low perception of the disadvantages associated with wearing spectacles. Randomized sampling should be preferred in future studies to the convenience sampling technique. The most frequently reported visual symptoms include “light sensitivity and eye pain” among spectacle wearers. Therefore, it is imperative to implement health education programs and foundational studies across colleges to address these issues among undergraduate university students. Full article
(This article belongs to the Special Issue Advances in Primary Health Care and Community Health)
26 pages, 3172 KB  
Article
Influence of Extended Photoperiod Using Blue Light Masks on Hypertrichosis, Coat Condition and General Health Parameters in Horses with Pituitary Pars Intermedia Dysfunction
by Sinead Parmantier, Panoraia Kyriazopoulou, Margaret McClendon, Amanda Adams and Barbara A. Murphy
Animals 2025, 15(19), 2905; https://doi.org/10.3390/ani15192905 - 5 Oct 2025
Abstract
Fifty-two horses aged >15 years, diagnosed with pituitary pars intermedia dysfunction (PPID), and displaying hypertrichosis were recruited via an online survey of PPID horse owners. From mid-December, group T (n = 29) wore Equilume® light masks extending photoperiod to 15 h [...] Read more.
Fifty-two horses aged >15 years, diagnosed with pituitary pars intermedia dysfunction (PPID), and displaying hypertrichosis were recruited via an online survey of PPID horse owners. From mid-December, group T (n = 29) wore Equilume® light masks extending photoperiod to 15 h daily, while group C1 (n = 23) remained under natural photoperiod. As 85% (44/52) of recruited study horses received pergolide medication, a second unmedicated PPID research herd (C2; n = 17) was recruited and remained under natural photoperiod. Hair coat samples, shedding and body condition scores were collected monthly by owners for 13 months and analysed by the research team. Data related to management, coat condition and PPID clinical signs were collected using bimonthly questionnaires (BMQ). Time (p < 0.001), group (p = 0.025) and time-by-group interaction (p = 0.005) affected hair length. Group differences were attributable to shorter hair lengths in C2, and no differences in hair length occurred between T and C1 (p > 0.05). Time affected shedding scores (p < 0.001) which was advanced by one month in T (p < 0.05). In group T, BMQ responses showed improved coat condition in April (p = 0.035), decreased fat coverage in April and June (p < 0.05), and increased energy/alertness in February (p = 0.022). Improvements in coat condition (p = 0.043), clinical signs of PPID (p = 0.018), and general quality of life (p = 0.035) were reported in T only in a final study questionnaire. Blue light treatment merits further investigation as a complementary treatment for PPID. Full article
(This article belongs to the Section Animal Physiology)
11 pages, 1122 KB  
Article
Risk of Cognitive Decline in Women with Parkinson’s Disease Is Reduced by Early Age at Menarche
by Giuseppe Schirò, Carlo Fazio, Paolo Aridon, Cesare Gagliardo, Chiara Davì, Valentina Picciolo, Tiziana Colletti, Chiara Tumminia, Salvatore Iacono, Paolo Ragonese and Marco D’Amelio
Neurol. Int. 2025, 17(10), 161; https://doi.org/10.3390/neurolint17100161 - 5 Oct 2025
Abstract
Background: Parkinson’s disease (PD) is a neurodegenerative disorder affecting men more frequently than women, a difference that might be due to many factors, including sexual hormones. Estrogens seem to confer a protective effect on the nigrostriatal pathway in experimental studies but their effects [...] Read more.
Background: Parkinson’s disease (PD) is a neurodegenerative disorder affecting men more frequently than women, a difference that might be due to many factors, including sexual hormones. Estrogens seem to confer a protective effect on the nigrostriatal pathway in experimental studies but their effects on cognition in patients with PD are unknown. Aim: To investigate the impact of the exogenous and endogenous estrogens on cognitive impairment in women with PD. Methods and materials: We recruited and consecutively interviewed outpatient women affected by PD. Each patient underwent a cognitive assessment via the Montreal Cognitive Assessment scale (MoCA), an anamnestic collection of the reproductive lifespan variables and clinical features. We investigated if some of the reproductive lifespan variables investigated could predict cognition outcomes in post-menopausal women with PD. Results: A total of 90 women with PD were recruited. Women with MoCA ≥ 26 (n = 27) had a lower median age at menarche (11 [11,12] vs. 13 [12–14], p < 0.0001), lower disease duration in years (8.3 [6.1–12.7] vs. 9.4 [6–12.7], p = 0.6), and less advanced disease (1 [1,2] vs. 2 [1–3], p = 0.02). Among all the reproductive life-span variables, only earlier age at menarche significantly predicted higher scores on MoCA (aOR = 0.5 [0.3–0.8], p = 0.005). No other clinical and reproductive factors have been shown to have an influence on cognitive scores. Conclusions: Age at menarche correlated with cognitive outcomes. Our study suggests that earlier exposure to endogenous estrogens during a phase of development and plasticity of the brain might preserve women with PD from cognitive decline. Full article
(This article belongs to the Section Aging Neuroscience)
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25 pages, 440 KB  
Article
An Exhaustive Analysis of the OR-Product of Soft Sets: A Symmetry Perspective
by Keziban Orbay, Metin Orbay and Aslıhan Sezgin
Symmetry 2025, 17(10), 1661; https://doi.org/10.3390/sym17101661 - 5 Oct 2025
Abstract
This paper provides a theoretical investigation of the OR-product (∨-product) in soft set theory, an operation of central importance for handling uncertainty in decision-making. A comprehensive algebraic analysis is carried out with respect to various types of subsets and equalities, with particular emphasis [...] Read more.
This paper provides a theoretical investigation of the OR-product (∨-product) in soft set theory, an operation of central importance for handling uncertainty in decision-making. A comprehensive algebraic analysis is carried out with respect to various types of subsets and equalities, with particular emphasis on M-subset and M-equality, which represent the strictest forms of subsethood and equality. This framework reveals intrinsic algebraic symmetries, particularly in commutativity, associativity, and idempotency, which enrich the structural understanding of soft set theory. In addition, certain missing results on OR-products in the literature are completed, and our findings are systematically compared with existing ones, ensuring a more rigorous theoretical framework. A central contribution of this study is the demonstration that the collection of all soft sets over a universe, equipped with a restricted/extended intersection and the OR-product, forms a commutative hemiring with identity under soft L-equality. This structural result situates the OR-product within one of the most fundamental algebraic frameworks, connecting soft set theory with broader areas of algebra. To illustrate its practical relevance, the int-uni decision-making method on the OR-product is applied to a pilot recruitment case, showing how theoretical insights can support fair and transparent multi-criteria decision-making under uncertainty. From an applied perspective, these findings embody a form of symmetry in decision-making, ensuring fairness and balanced evaluation among multiple decision-makers. By bridging abstract algebraic development with concrete decision-making applications, the results affirm the dual significance of the OR-product—strengthening the theoretical framework of soft set theory while also providing a viable methodology for applied decision-making contexts. Full article
(This article belongs to the Topic Fuzzy Sets Theory and Its Applications)
13 pages, 264 KB  
Article
Prevalence and Predictors of Musculoskeletal Pain Among Pregnant Women: A Cross-Sectional Study
by Jalal Uddin, Shahida Sultana Shumi and Jason D. Flatt
Healthcare 2025, 13(19), 2524; https://doi.org/10.3390/healthcare13192524 - 5 Oct 2025
Abstract
Background: Musculoskeletal (MSK) pain is a frequent but under-addressed concern during pregnancy. In Bangladesh, challenges such as limited antenatal care (ANC) access and heavy maternal workloads make this issue particularly urgent for maternal health. This study aimed to determine the prevalence and [...] Read more.
Background: Musculoskeletal (MSK) pain is a frequent but under-addressed concern during pregnancy. In Bangladesh, challenges such as limited antenatal care (ANC) access and heavy maternal workloads make this issue particularly urgent for maternal health. This study aimed to determine the prevalence and predictors of MSK pain among pregnant women attending government ANC clinics in Bangladesh. Methods: A facility-based cross-sectional study was conducted among 300 pregnant women recruited from two government hospitals in Dhaka Division. Data were collected using structured interviewer-administered questionnaires covering patient characteristics, pain-related characteristics, and pregnancy-related characteristics. Pain was measured using the Numeric Pain Rating Scale (NPRS; mild <4, moderate 4–7, severe >7), and body mass index (BMI) was calculated based on self-reported height and weight. Descriptive statistics, chi-square tests, and multivariable logistic regression were employed to identify factors independently associated with MSK pain. Results: Overall, 67% of women reported MSK pain, most frequently in the lower back and lower abdomen. Women in later trimesters had about twice the odds of experiencing pain, while those with obesity had nearly six times higher odds compared to women with normal body mass index (BMI). Conclusions: MSK pain is common among pregnant women in Bangladesh and shows associations with later gestational stages and obesity. These findings suggest that integrating routine screening and non-pharmacological management into ANC may help support maternal health and reduce preventable complications in resource-limited settings. Full article
21 pages, 1753 KB  
Article
A Personality-Informed Candidate Recommendation Framework for Recruitment Using MBTI Typology
by Hamza Wazir Khan, Mian Usman Sattar, Samreen Noor and Muna I. Alyousef
Information 2025, 16(10), 863; https://doi.org/10.3390/info16100863 - 5 Oct 2025
Abstract
In many developing regions, recruitment still relies heavily on traditional methods that often ignore the importance of aligning a candidate’s personality with the job role. This mismatch can lead to poor performance, dissatisfaction, and high turnover. To address this, the study presents a [...] Read more.
In many developing regions, recruitment still relies heavily on traditional methods that often ignore the importance of aligning a candidate’s personality with the job role. This mismatch can lead to poor performance, dissatisfaction, and high turnover. To address this, the study presents a personality-aware recommendation system that combines the Myers–Briggs Type Indicator (MBTI) with machine learning to support smarter hiring decisions. The system is tailored for the South Asian job market and includes two main components: a web-based MBTI assessment for applicants and a dashboard for HR professionals powered by a XGBoost classifier. This model was trained on a dataset correlating applicant profiles and the flagged preferences of MBTI with the job. Experience and the number of skills, education level, and encoded MBTI types were the key features, and the SMOTE method was employed to balance the dataset. The model attained an accuracy of 74.30%, having balanced precision and recall measures. It was also discriminative, the ROC AUC was 0.84, and the precision–recall AUC was 0.85. One example of utilizing the Software Developer position in real life demonstrated the success of the system to filter and rank candidates at the same time according to both technical and personality-specific criteria. Overall, this study emphasizes the worth of combining insights from psychological profiling with machine learning in order to develop a more holistically, fair, and efficient hiring process. Full article
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15 pages, 692 KB  
Article
Evaluating the Divide Between Patients’ and Physicians’ Perceptions of Adult-Onset Still’s Disease Cases: Insights from the PRO-AOSD Survey
by Norbert Blank, Ioana Andreica, Jürgen Rech, Zekayi Sözen and Eugen Feist
J. Clin. Med. 2025, 14(19), 7034; https://doi.org/10.3390/jcm14197034 - 4 Oct 2025
Abstract
Background/Objectives: This study aims to report and compare data from the PRO-AOSD (patient-reported outcomes adult-onset Still’s disease) survey in patients with AOSD from the perspective of patients and their treating physicians. Methods: PRO-AOSD comprised blinded patient and physician surveys. The surveys [...] Read more.
Background/Objectives: This study aims to report and compare data from the PRO-AOSD (patient-reported outcomes adult-onset Still’s disease) survey in patients with AOSD from the perspective of patients and their treating physicians. Methods: PRO-AOSD comprised blinded patient and physician surveys. The surveys were designed to assess perceived symptoms and physical impairment. Outcomes reported here include patient demographics; physicians’ assessment of the patient’s health state; physician-reported laboratory findings; pain; disease activity; symptoms; physicians’ treatment goals; and the impact of lifestyle factors on disease improvement. Results: Adult patients with AOSD were recruited from 19 centers in Germany. A total of 124 patients were included, with 74 (59.7%) females; the mean age was 45.5 years. The mean time from first symptom to diagnosis was 2 years, and the mean time was 7 years from diagnosis to survey completion (N = 123). Of 107 patients, most (81.3%) had inactive disease defined by CRP levels. At the time of the survey, around two-thirds of patients were receiving biologic therapy, with 84.1% (69/82) reporting an improvement in symptoms. Many patients had previously received antibiotics (47.6% [n = 58] and 30.4% [n = 37], per patient and physician reports, respectively). Persistent symptoms were reported more frequently by patients than by physicians, including back pain (39.5%), fatigue and weakness (38.7%), and joint inflammation (27.4%). Physicians classified 35.5% of patients as symptom-free. Patients reported exercise as having a positive impact on symptoms (52.4%), while stress (74.2%) and sleep deprivation (62.9%) were reported to worsen symptoms. Targeting systemic manifestations, such as the absence of fever (58.1%, n = 72), was considered the most important treatment goal by physicians. Conclusions: Data from PRO-AOSD highlight distinct differences between patients’ and physicians’ interpretations of the same cases of AOSD. Prior presentation: These data were presented at the German Congress of Rheumatology (DGRh; 30 August–2 September 2023; Leipzig, Germany). Full article
9 pages, 627 KB  
Review
Role of Interferon-Gamma (IFN-γ) in Pathophysiology and Management of Deep Vein Thrombosis
by Kawaljit Kaur
Immuno 2025, 5(4), 46; https://doi.org/10.3390/immuno5040046 - 4 Oct 2025
Abstract
Immune cells like neutrophils, monocytes/macrophages, and lymphocytes play key roles in the development, progression, and resolution of deep vein thrombosis (DVT) by contributing to inflammation, coagulation, and fibrinolysis. IFN-γ, a cytokine mainly secreted by natural killer (NK) and T cells, is a critical [...] Read more.
Immune cells like neutrophils, monocytes/macrophages, and lymphocytes play key roles in the development, progression, and resolution of deep vein thrombosis (DVT) by contributing to inflammation, coagulation, and fibrinolysis. IFN-γ, a cytokine mainly secreted by natural killer (NK) and T cells, is a critical factor in DVT pathogenesis. It links immune responses to coagulation activation by promoting endothelial activation, leukocyte recruitment, cytokine release, and coagulation imbalance. Its strong pro-inflammatory and prothrombotic effects make IFN-γ a promising target for DVT treatment beyond standard anticoagulants. Exploring ways to block IFN-γ signaling or its downstream effects could open doors to novel therapies for DVT, aiding in resolution and preventing post-thrombotic complications. This review delves into DVT pathophysiology, diagnostics, and management, emphasizing the importance of targeting immune cells and IFN-γ to advance treatment options. Full article
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19 pages, 1561 KB  
Article
Integrating Genomics and Deep Phenotyping for Diagnosing Rare Pediatric Neurological Diseases: Potential for Sustainable Healthcare in Resource-Limited Settings
by Nigara Yerkhojayeva, Nazira Zharkinbekova, Sovet Azhayev, Ainash Oshibayeva, Gulnaz Nuskabayeva and Rauan Kaiyrzhanov
Int. J. Transl. Med. 2025, 5(4), 47; https://doi.org/10.3390/ijtm5040047 - 4 Oct 2025
Abstract
Background: Rare pediatric neurological diseases (RPND) often remain undiagnosed for years, creating prolonged and costly diagnostic odysseys. Combining Human Phenotype Ontology (HPO)-based deep phenotyping with exome sequencing (ES) and reverse phenotyping offers the potential to improve diagnostic yield, accelerate diagnosis, and support sustainable [...] Read more.
Background: Rare pediatric neurological diseases (RPND) often remain undiagnosed for years, creating prolonged and costly diagnostic odysseys. Combining Human Phenotype Ontology (HPO)-based deep phenotyping with exome sequencing (ES) and reverse phenotyping offers the potential to improve diagnostic yield, accelerate diagnosis, and support sustainable healthcare in resource-limited settings. Objectives: To evaluate the diagnostic yield and clinical impact of an integrated approach combining deep phenotyping, ES, and reverse phenotyping in children with suspected RPNDs. Methods: In this multicenter observational study, eighty-one children from eleven hospitals in South Kazakhstan were recruited via the Central Asian and Transcaucasian Rare Pediatric Neurological Diseases Consortium. All patients underwent standardized HPO-based phenotyping and ES, with variant interpretation following ACMG guidelines. Reverse phenotyping and interdisciplinary discussions were used to refine clinical interpretation. Results: A molecular diagnosis was established in 34 of 81 patients (42%) based on pathogenic or likely pathogenic variants. Variants of uncertain significance (VUS) were identified in an additional 9 patients (11%), but were reported separately and not included in the diagnostic yield. Reverse phenotyping clarified or expanded clinical features in one-third of genetically diagnosed cases and provided supportive evidence in most VUS cases, although their classification remained unchanged. Conclusions: Integrating deep phenotyping, ES, and reverse phenotyping substantially improved diagnostic outcomes and shortened the diagnostic odyssey. This model reduces unnecessary procedures, minimizes delays, and provides a scalable framework for advancing equitable access to genomic diagnostics in resource-constrained healthcare systems. Full article
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13 pages, 1767 KB  
Article
Assessing Plasma C-Peptide Levels and Their Relationship with Health-Related Quality of Life in Patients with Prediabetes and Type 1 and Type 2 Diabetes
by Sajid Iqbal, Silvia Reverté-Villarroya, Nayab Batool Rizvi, Hira Butt and Josep Lluís Clúa-Espuny
Biomedicines 2025, 13(10), 2423; https://doi.org/10.3390/biomedicines13102423 - 3 Oct 2025
Abstract
Background/Objectives: Understanding the relationship between plasma connecting peptide (C-peptide) levels and health-related quality of life (HRQoL) can inform diabetes management strategies. This study aimed to assess plasma C-peptide levels, HRQoL, and their association in patients with prediabetes, type 1 diabetes (T1D), and type [...] Read more.
Background/Objectives: Understanding the relationship between plasma connecting peptide (C-peptide) levels and health-related quality of life (HRQoL) can inform diabetes management strategies. This study aimed to assess plasma C-peptide levels, HRQoL, and their association in patients with prediabetes, type 1 diabetes (T1D), and type 2 diabetes (T2D) attending outpatient departments (OPDs) in tertiary care hospitals. Methods: A cross-sectional survey was conducted between 1 January and 30 June 2023, using the EuroQoL Five Dimensions (EQ-5D-5L) instrument. Participants with prediabetes, T1D, or T2D were recruited from OPDs in diabetology, endocrinology, general practice, and family medicine at Sheikh Zayed Hospital (SZH) and Mayo Hospital (MH) in Pakistan. Plasma C-peptide levels were measured and HRQoL was assessed using EQ-5D-5L and the EQ Visual Analog Scale (VAS). Results: A total of 301 patients were included: 42 with prediabetes (14%), 70 with T1D (23.2%), and 189 with T2D (62.8%). The median C-peptide level was 0.46 nmol/L (IQR 0.13–0.85), the HRQoL score was 78.5% (IQR 63.2–100%), and the EQ VAS score was 85% (IQR 70–90%). C-peptide levels were significantly correlated with HRQoL scores (r = 0.14, p < 0.02) and differed across mobility, daily activity, pain/discomfort, and anxiety/depression domains (all p < 0.02). HRQoL scores significantly varied among the three groups (p < 0.0001), particularly in the aforementioned domains. Conclusions: C-peptide levels and HRQoL differ significantly across diabetes types, with lower C-peptide associated with reduced mobility, increased pain, and mental health issues. These findings underscore the importance of targeting C-peptide regulation to enhance HRQOL in diabetic populations. Full article
(This article belongs to the Special Issue Gut–Brain Axis and Diabetes)
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