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13 pages, 678 KB  
Article
Association of Vitamin D Receptor (VDR) Gene Polymorphisms with Osteoporotic Vertebral Fracture Risk: A Case–Control Study
by Nimetullah Alper Durmuş, Merdan Orunoglu, Sukru Oral, Rahmi Kemal Koç, Munis Dundar and Mehmet Meral
Genes 2026, 17(4), 410; https://doi.org/10.3390/genes17040410 - 31 Mar 2026
Viewed by 346
Abstract
Background/Objectives: Osteoporosis is a systemic skeletal disorder characterized by reduced bone mass and microarchitectural deterioration, resulting in an increased risk of fragility fractures, particularly vertebral fractures. Genetic factors are considered important in osteoporotic fracture susceptibility, and polymorphisms of the vitamin D receptor (VDR) [...] Read more.
Background/Objectives: Osteoporosis is a systemic skeletal disorder characterized by reduced bone mass and microarchitectural deterioration, resulting in an increased risk of fragility fractures, particularly vertebral fractures. Genetic factors are considered important in osteoporotic fracture susceptibility, and polymorphisms of the vitamin D receptor (VDR) gene have been widely studied because of their role in bone metabolism. To evaluate the distribution of VDR gene polymorphisms (FokI, BsmI, ApaI, and TaqI) in patients with osteoporotic vertebral fractures and to assess their association with fracture susceptibility. Methods: This case–control study included 86 individuals: 43 patients who underwent vertebroplasty for osteoporotic vertebral fractures and 43 osteoporotic individuals without vertebral fractures serving as controls. VDR gene polymorphisms ApaI, TaqI, BsmI and FokI were analyzed using real-time polymerase chain reaction. Genotype distributions were compared using Fisher’s exact test, and Hardy–Weinberg equilibrium was evaluated. Results: A significant difference between groups was observed only for the ApaI polymorphism (p = 0.002). The GG genotype was more frequent in patients, whereas the variant genotypes (GT and TT) were more prevalent in controls. The GG genotype was associated with an increased risk of vertebral fractures, while the presence of variant genotypes may be associated with reduced fracture susceptibility. No significant associations were found for TaqI, BsmI, or FokI polymorphisms. Conclusions: The ApaI polymorphism of the VDR gene may represent a protective genetic factor against osteoporotic vertebral fractures. In contrast, no associations were identified for the TaqI, BsmI, or FokI polymorphisms in this cohort. Larger studies in diverse populations are required to confirm these findings and to clarify the role of VDR gene variants in fracture susceptibility. Full article
(This article belongs to the Special Issue Advances in Genetics of Skeletal Development)
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17 pages, 463 KB  
Article
Vitamin D Receptor (VDR) Polymorphisms and Cardiometabolic Profiles in Orthopedic Patients: A Cluster-Based Analysis
by Dariusz Larysz, Remigiusz Recław, Aleksandra Suchanecka, Wojciech Dziurawiec, Rafał Tkacz, Aleksandra Strońska-Pluta, Krzysztof Chmielowiec, Anna Grzywacz and Jolanta Chmielowiec
Int. J. Mol. Sci. 2026, 27(4), 1958; https://doi.org/10.3390/ijms27041958 - 18 Feb 2026
Viewed by 367
Abstract
Genetic polymorphisms contribute to inter-individual variability in cardiometabolic risk and quality-of-life outcomes, yet their clinical relevance often remains unclear due to population heterogeneity and reliance on single-variant analyses. Integrative approaches combining genetic and phenotypic data may improve the characterization of complex disease profiles, [...] Read more.
Genetic polymorphisms contribute to inter-individual variability in cardiometabolic risk and quality-of-life outcomes, yet their clinical relevance often remains unclear due to population heterogeneity and reliance on single-variant analyses. Integrative approaches combining genetic and phenotypic data may improve the characterization of complex disease profiles, particularly in orthopedic populations burdened by cardiometabolic comorbidities. This study included 289 patients scheduled for orthopedic surgery. Polymorphisms in the vitamin D receptor (VDR; ApaI, FokI, BsmI), catechol-O-methyltransferase (COMT rs4680), and opioid receptor mu 1 (OPRM1 rs510769) genes were genotyped. Clinical, anthropometric, hematological, biochemical, and quality-of-life (SF-36) data were collected. Unsupervised k-means clustering was applied to standardized phenotypic variables to identify homogeneous patient subgroups. Inter-cluster differences were assessed using analysis of variance and chi-squared tests. Three distinct patient clusters were identified, characterized by specific combinations of cardiometabolic, inflammatory, and quality-of-life features. VDR polymorphisms were differentially distributed across clusters associated with differences in body mass index, hypertension prevalence, and inflammatory status. COMT and OPRM1 variants were primarily associated with variability in physical and mental quality-of-life dimensions. The cluster-based approach revealed multidimensional clinical heterogeneity not captured by conventional univariate analyses. Integrating genetic polymorphisms with clinical and quality-of-life data may support the identification and interpretation of distinct cardiometabolic profiles among orthopedic patients. Cluster-based stratification represents a valuable framework for capturing complex patient heterogeneity and supports future precision-oriented research in orthopedic and cardiometabolic populations. Full article
(This article belongs to the Special Issue Role of Mutations and Polymorphisms in Various Diseases: 2nd Edition)
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16 pages, 1057 KB  
Review
From Bench to Bedside: Personalized Genomics in the Diagnosis and Treatment of Osteomyelitis
by Amir Human Hoveidaei, Arian Rahimzadeh, Sara Mohammadi, Pranav Thota, Kimia Vakili, Parsa Yazdanpanahi, Ali Homaei, Seyed Arad Mosalamiaghili, Jakob Adolf and Janet D. Conway
Antibiotics 2026, 15(2), 210; https://doi.org/10.3390/antibiotics15020210 - 14 Feb 2026
Viewed by 681
Abstract
Osteomyelitis (OM), an inflammatory condition of the bone tissue, is a complex orthopedic condition marked by chronic inflammation, diagnostic uncertainty, and recurrent infections. Despite standard treatments—including surgical debridement, antimicrobial therapy, and bone reconstruction—many patients continue to experience recurrence and treatment failure. Growing molecular [...] Read more.
Osteomyelitis (OM), an inflammatory condition of the bone tissue, is a complex orthopedic condition marked by chronic inflammation, diagnostic uncertainty, and recurrent infections. Despite standard treatments—including surgical debridement, antimicrobial therapy, and bone reconstruction—many patients continue to experience recurrence and treatment failure. Growing molecular evidence indicates that host genetic factors play a crucial role in shaping immune responses and influencing disease progression in OM. This narrative review synthesizes current knowledge from candidate gene single-nucleotide polymorphism (SNP) association studies to illustrate how specific genetic variations contribute to OM pathogenesis, diagnostic refinement, and treatment outcomes. We examined key immunogenetic variants within genes involved in inflammatory signaling, pathogen recognition, and neutrophil regulation. Our synthesis identifies a landscape of pro-inflammatory SNPs, such as IL-1β rs16944 and NLRP3 rs10754558, that are associated with increased susceptibility to chronic or post-traumatic OM, as well as SNPs that are associated with protective effects that may favor infection resolution, such as within the NOS2 and VDR genes. These SNP-driven differences in inflammasome activity, cytokine pathways, and oxidative stress responses highlight emerging opportunities for individualized therapeutic strategies. This review consolidates these variants, providing a genetic framework to analyze host susceptibility and differentiating high risk from protective genetic profiles. Integrating genomic insights into OM management represents a promising shift toward personalized medicine, enhancing diagnostic precision, informing targeted interventions, and improving prognostic assessment. Continued large-scale validation of candidate SNPs and translational genomic models will be essential to support their future clinical application. Full article
(This article belongs to the Section Antibiotic Therapy in Infectious Diseases)
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15 pages, 108518 KB  
Review
From Sunlight to Signaling: Evolutionary Integration of Vitamin D and Sterol Metabolism
by Marianna Raczyk and Carsten Carlberg
Metabolites 2026, 16(1), 74; https://doi.org/10.3390/metabo16010074 - 14 Jan 2026
Viewed by 1008
Abstract
Background/Objectives: This review integrates evolutionary, metabolic, genetic, and nutritional perspectives to explain how sterol-derived vitamin D pathways shape human physiology and inter-individual variability in vitamin D status. Methods: The literature on sterol and vitamin D metabolism across animals, plants, fungi, and algae was [...] Read more.
Background/Objectives: This review integrates evolutionary, metabolic, genetic, and nutritional perspectives to explain how sterol-derived vitamin D pathways shape human physiology and inter-individual variability in vitamin D status. Methods: The literature on sterol and vitamin D metabolism across animals, plants, fungi, and algae was synthesized with data from metabolomics databases, genome-wide association studies, RNA-seq resources (including GTEx), structural biology, and functional genomics. Results: Vitamin D2 and vitamin D3 likely emerged early in evolution as non-enzymatic photochemical sterol derivatives and were later co-opted into a tightly regulated endocrine system in vertebrates. In humans, cytochrome P450 enzymes coordinate vitamin D activation and degradation and intersect with oxysterol production, thereby linking vitamin D signaling to cholesterol and bile acid metabolism. Tissue-specific gene expression and regulatory genetic variants, particularly in the genes DHCR7, CYP2R1, CYP27B1, and CYP27A1, contribute to population-level differences in vitamin D status and metabolic outcomes. Structural analyses reveal selective, high-affinity binding of 1,25-dihydroxyvitamin D3 to VDR, contrasted with broader, lower-affinity ligand recognition by LXRs. Dietary patterns modulate nuclear receptor signaling through distinct yet convergent ligand sources, including cholesterol-derived oxysterols, oxidized phytosterols, and vitamin D2 versus vitamin D3. Conclusions: Sterol and vitamin D metabolism constitute an evolutionarily conserved, adaptable network shaped by UV exposure, enzymatic control, genetic variation, and diet. This framework explains inter-individual variability in vitamin D biology and illustrates how evolutionary and dietary modulation of sterol-derived ligands confers functional flexibility to nuclear receptor signaling in human health. Full article
(This article belongs to the Special Issue Vitamin D Metabolism and Human Health)
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41 pages, 1522 KB  
Review
Socceromics: A Systematic Review of Omics Technologies to Optimize Performance and Health in Soccer
by Adam Owen, Halil İbrahim Ceylan, Piotr Zmijewski, Carlo Biz, Giovanni Sciarretta, Alessandro Rossin, Pietro Ruggieri, Andrea De Giorgio, Carlo Trompetto, Nicola Luigi Bragazzi and Luca Puce
Int. J. Mol. Sci. 2026, 27(2), 749; https://doi.org/10.3390/ijms27020749 - 12 Jan 2026
Cited by 1 | Viewed by 1479
Abstract
The integration of omics technologies, including genomics, proteomics, metabolomics, and microbiomics, has transformed sports science, particularly soccer, by providing new opportunities to optimize player performance, reduce injury risk, and enhance recovery. This systematic literature review was conducted in accordance with PRISMA 2020 guidelines [...] Read more.
The integration of omics technologies, including genomics, proteomics, metabolomics, and microbiomics, has transformed sports science, particularly soccer, by providing new opportunities to optimize player performance, reduce injury risk, and enhance recovery. This systematic literature review was conducted in accordance with PRISMA 2020 guidelines and structured using the PICOS/PECOS framework. Comprehensive searches were performed in PubMed, Scopus, and Web of Science up to August 2025. Eligible studies were peer-reviewed original research involving professional or elite soccer players that applied at least one omics approach to outcomes related to performance, health, recovery, or injury prevention. Reviews, conference abstracts, editorials, and studies not involving soccer or omics technologies were excluded. A total of 139 studies met the inclusion criteria. Across the included studies, a total of 19,449 participants were analyzed. Genomic investigations identified numerous single-nucleotide polymorphisms (SNPs) spanning key biological pathways. Cardiovascular and vascular genes (e.g., ACE, AGT, NOS3, VEGF, ADRA2A, ADRB1–3) were associated with endurance, cardiovascular regulation, and recovery. Genes related to muscle structure, metabolism, and hypertrophy (e.g., ACTN3, CKM, MLCK, TRIM63, TTN-AS1, HIF1A, MSTN, MCT1, AMPD1) were linked to sprint performance, metabolic efficiency, and muscle injury susceptibility. Neurotransmission-related genes (BDNF, COMT, DRD1–3, DBH, SLC6A4, HTR2A, APOE) influenced motivation, fatigue, cognitive performance, and brain injury recovery. Connective tissue and extracellular matrix genes (COL1A1, COL1A2, COL2A1, COL5A1, COL12A1, COL22A1, ELN, EMILIN1, TNC, MMP3, GEFT, LIF, HGF) were implicated in ligament, tendon, and muscle injury risk. Energy metabolism and mitochondrial function genes (PPARA, PPARG, PPARD, PPARGC1A, UCP1–3, FTO, TFAM) shaped endurance capacity, substrate utilization, and body composition. Oxidative stress and detoxification pathways (GSTM1, GSTP1, GSTT1, NRF2) influenced recovery and resilience, while bone-related variants (VDR, P2RX7, RANK/RANKL/OPG) were associated with bone density and remodeling. Beyond genomics, proteomics identified markers of muscle damage and repair, metabolomics characterized fatigue- and energy-related signatures, and microbiomics revealed links between gut microbial diversity, recovery, and physiological resilience. Evidence from omics research in soccer supports the potential for individualized approaches to training, nutrition, recovery, and injury prevention. By integrating genomics, proteomics, metabolomics, and microbiomics data, clubs and sports practitioners may design precision strategies tailored to each player’s biological profile. Future research should expand on multi-omics integration, explore gene–environment interactions, and improve representation across sexes, age groups, and competitive levels to advance precision sports medicine in soccer. Full article
(This article belongs to the Special Issue Molecular and Physiological Mechanisms of Exercise)
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14 pages, 814 KB  
Article
Serum PTH ≥ 40 pg/mL as a Marker of Bone Fragility and Vitamin D Deficiency in Periodontitis Patients: Biochemical, Densitometric and Genetic Evidence
by Giada Marroncini, Serena Martinelli, Francesco Petrelli, Francesco Bombardiere, Antonio Sarnataro and Francesco Saverio Martelli
Biomolecules 2025, 15(11), 1600; https://doi.org/10.3390/biom15111600 - 14 Nov 2025
Cited by 1 | Viewed by 1090
Abstract
(1) Background: this study aimed to determine whether a serum parathyroid hormone (PTH) threshold of 40 pg/mL represents a clinically relevant risk factor for vitamin D (VitD) deficiency and reduced bone mineral density (BMD). It also investigated potential genetic interactions influencing PTH regulation [...] Read more.
(1) Background: this study aimed to determine whether a serum parathyroid hormone (PTH) threshold of 40 pg/mL represents a clinically relevant risk factor for vitamin D (VitD) deficiency and reduced bone mineral density (BMD). It also investigated potential genetic interactions influencing PTH regulation and skeletal health in patients with periodontitis. (2) Methods: a cross-sectional analysis was conducted on 1038 periodontitis patients (35–75 years). Serum PTH, VitD, calcium (Ca), phosphate (P), and urinary parameters were assessed. Dual-energy X-ray absorptiometry (DXA) was used to evaluate BMD in 261 subjects. Vitamin D Receptor (VDR) and estrogen receptor alpha (ERα) polymorphisms were genotyped, and composite genetic risk scores were calculated. Statistical analyses included correlation tests, subgroup comparisons, and regression models. (3) Results: sixty-two percent of individuals had PTH > 40 pg/mL, which was associated with significantly lower 25(OH)D and Ca levels and reduced T-scores (p < 0.05). PTH levels negatively correlated with BMD (Pearson’s r = –0.159, p = 0.0105). Patients with higher ERα polymorphism scores showed increased PTH values (p < 0.05), while VDR variants demonstrated a positive but no significant trend. (4) Conclusions: a PTH threshold of 40 pg/mL identifies individuals at higher risk of VitD deficiency and skeletal fragility, even without overt hypercalcemia. Genetic factors, particularly ERα variants, may contribute to elevated PTH levels, suggesting value in integrating biochemical, densitometric, and genetic screening for early bone health risk stratification. Full article
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16 pages, 453 KB  
Article
Vitamin D Receptor rs7975232 (ApaI) Variant, Inflammatory Markers, and Patient-Reported Outcomes in Orthopedic Surgery
by Dariusz Larysz, Remigiusz Recław, Aleksandra Suchanecka, Wojciech Dziurawiec, Rafał Tkacz, Aleksandra Strońska-Pluta, Krzysztof Chmielowiec, Anna Grzywacz and Jolanta Chmielowiec
J. Clin. Med. 2025, 14(21), 7675; https://doi.org/10.3390/jcm14217675 - 29 Oct 2025
Cited by 1 | Viewed by 753
Abstract
Background: Genetic variability in the vitamin D receptor (VDR) may influence immune regulation and systemic inflammation, factors potentially relevant for outcomes in orthopedic surgery. This study explored the association of the VDR rs7975232 (ApaI) single nucleotide variation (SNV) with inflammatory biomarkers [...] Read more.
Background: Genetic variability in the vitamin D receptor (VDR) may influence immune regulation and systemic inflammation, factors potentially relevant for outcomes in orthopedic surgery. This study explored the association of the VDR rs7975232 (ApaI) single nucleotide variation (SNV) with inflammatory biomarkers and health-related quality of life (HRQoL). Methods: The study included 292 orthopedic patients and 90 controls. Genotyping was performed using real-time PCR. Laboratory analyses comprised hematological parameters, C-reactive protein (CRP), and serum 25-hydroxyvitamin D3 [25(OH)D3]. HRQoL was assessed with the SF-36 questionnaire. Associations between genotype, inflammation, and HRQoL were examined using regression models adjusted for age and body mass index (BMI). Results: Genotype (p = 0.023) and allele (p = 0.007) distributions differed between patients and controls. In multivariable models, the CC genotype was associated with higher neutrophil counts (p = 0.029), whereas the AA genotype was associated with elevated CRP levels (p = 0.025). Genotypic variation was further associated with SF-36 scores, independently of age and BMI. Conclusions: The VDR rs7975232 SNV may be associated with baseline systemic inflammation and patient-reported quality of life in orthopedic surgery. Genotyping of this variant may complement conventional biomarkers in future research aimed at improving diagnostic precision. Moreover, it could contribute to innovation in laboratory diagnostics aimed at improving perioperative outcomes. Full article
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14 pages, 1350 KB  
Article
Whole Exome Sequencing for the Identification of Mutations in Bone Marrow CD34+Cells in Hodgkin Lymphoma
by Phan Thi Hoai Trang, Do Thi Trang, Pham Thi Huong, Pham Viet Nhat, Mentor Sopjani, Nguyen Hoang Giang, Nguyen Xuan Canh, Nguyen Van Giang, Nguyen Trung Nam, Nguyen Ba Vuong, Vu Duc Binh and Nguyen Thi Xuan
Curr. Issues Mol. Biol. 2025, 47(11), 880; https://doi.org/10.3390/cimb47110880 - 23 Oct 2025
Viewed by 1167
Abstract
Background: Classical Hodgkin lymphoma (cHL) is a rare B-cell malignant neoplasm, characterized by the presence of rare mononucleated Hodgkin and multinucleated Reed–Sternberg cells (HRS). CD34+ cells are highly expressed on lymphoma stem cells in bone marrow (BM). Little is known about gene mutations [...] Read more.
Background: Classical Hodgkin lymphoma (cHL) is a rare B-cell malignant neoplasm, characterized by the presence of rare mononucleated Hodgkin and multinucleated Reed–Sternberg cells (HRS). CD34+ cells are highly expressed on lymphoma stem cells in bone marrow (BM). Little is known about gene mutations in BM CD34+ cells of cHL. In this study, whole exome sequencing (WES) was performed and high-frequency mutation genes were examined through their expression levels. Materials and Methods: The influence of the variants on protein function was predicted with in silico tools or public databases. Gene expression levels were determined by quantitative real-time PCR. Results: WES assay from BM CD34+ cells in thirty cHL patients revealed that three variants were detected in known cHL-associated genes, including NCF1 (13.33%), MMP9 (3.33%), and VDR (3.33%). We also observed other candidate genes including CNN2 rs77830704 (76.67%), CNN2 rs78386506 (63.33%), MUC4 p.Y3278_Q3209Del (66.67%), MUC4 p.P1076_P1124Del (33.33%), MUC4 rs748236754 (26.67%), MUC4 p.P1609Ins (23.33%), MUC4 rs748705487 (20%), MUC4 p.P4121_P4137Del (16.67%), MTSS2 rs531163149 (13.33%), KMT2C rs201834857 (20%), HAVCR2 rs184868814 (16.67%), and TCF19 rs541001159 (13.33%). Moreover, the low levels of MUC4 were associated with an increase in neutrophil-to-lymphocyte ratio and the low CNN2 expression group had higher levels of LDH, suggesting that the low expressions of CNN2 and MUC4 might be important risk factors for poor prognosis in cHL. Conclusions: WES revealed significantly mutated genes, most of which were associated with the physiological activation of lymphoma cells. This finding contributed to the identification of novel gene variants that might impact on the function of BM CD34+ cells in cHL patients. Full article
(This article belongs to the Section Molecular Medicine)
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18 pages, 615 KB  
Article
FokI Polymorphism of the VDR Gene Is Associated with Vitamin D Insufficiency in Elite Male Power Athletes of Kazakhstan
by Aidana Gabdulkayum, Saya Amangeldikyzy, Adil Yerezhepov, Sayipzhamal Khassanova, Kenes R. Akilzhanov, Ulan Kozhamkulov, Saule Rakhimova, Ulykbek Kairov, Ainur Akilzhanova and Dauren Yerezhepov
Nutrients 2025, 17(20), 3195; https://doi.org/10.3390/nu17203195 - 11 Oct 2025
Cited by 1 | Viewed by 1980
Abstract
Background/Objectives: We aimed to investigate the association between VDR gene variants and vitamin D levels in elite male power athletes of Kazakhstan. Methods: We recruited 92 elite male power athletes of Kazakhstan. Concentrations of serum 25(OH)D were measured with the Access [...] Read more.
Background/Objectives: We aimed to investigate the association between VDR gene variants and vitamin D levels in elite male power athletes of Kazakhstan. Methods: We recruited 92 elite male power athletes of Kazakhstan. Concentrations of serum 25(OH)D were measured with the Access 25(OH) Vitamin D Total Assay on the Unicel Dxl 800 Access Immunoassay System. Gene polymorphisms were determined by a real-time polymerase chain reaction (RT-PCR) allelic discrimination assay using TaqMan™ probes. Results: Vitamin D insufficiency was registered in 63% of athletes. Age (χ2 = 6.83, p < 0.01), BMI (χ2 = 6.83, p < 0.01), and sport experience (χ2 = 4.44, p < 0.04) showed a statistically significant association with vitamin D insufficiency and deficiency (age, χ2 = 7.93, p < 0.01; BMI, χ2 = 5.11, p < 0.03; sport experience, χ2 = 6.19, p = 0.01). The A/A genotype of the VDR FokI polymorphism (rs2228570) showed a strong correlation with vitamin D insufficiency (G/G-G/A vs. A/A, OR = 9.25, 95% CI = 2.01–42.51, p < 0.01) but not deficiency. Conclusions: Our study reveals a significant prevalence of vitamin D insufficiency and deficiency among elite male power athletes of Kazakhstan. Age, BMI, and sport experience are essential factors in developing personalized strategies to address vitamin D insufficiency. The A/A genotype of the VDR FokI polymorphism can be used as a potential biomarker for vitamin D inadequacy in elite male power athletes of Kazakhstan. Full article
(This article belongs to the Section Micronutrients and Human Health)
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12 pages, 278 KB  
Article
Vitamin D Genetics Beyond Serum 25(OH)D: VDR rs2228570 (FokI) Polymorphism, Inflammation, and Quality of Life in Orthopedic Patients
by Dariusz Larysz, Remigiusz Recław, Aleksandra Suchanecka, Wojciech Dziurawiec, Rafał Tkacz, Aleksandra Strońska-Pluta, Krzysztof Chmielowiec, Anna Grzywacz and Jolanta Chmielowiec
Nutrients 2025, 17(18), 2926; https://doi.org/10.3390/nu17182926 - 11 Sep 2025
Cited by 2 | Viewed by 1715
Abstract
Background: Vitamin D receptor (VDR) polymorphisms may influence immune regulation and musculoskeletal health, but their perioperative role is not well understood. This study investigated the rs2228570 (FokI) variant in relation to inflammatory, hematologic, and patient-reported outcomes in orthopedic patients. Methods: We [...] Read more.
Background: Vitamin D receptor (VDR) polymorphisms may influence immune regulation and musculoskeletal health, but their perioperative role is not well understood. This study investigated the rs2228570 (FokI) variant in relation to inflammatory, hematologic, and patient-reported outcomes in orthopedic patients. Methods: We genotyped 300 orthopedic patients and 200 healthy controls using real-time PCR. Regression models in patients adjusted for age and body mass index (BMI) examined associations between rs2228570 genotypes and laboratory as well as clinical outcomes. Results: The CC genotype (homozygous cytosine) was associated with higher white blood cell count (β = 0.52, p = 0.0435), higher lymphocyte count (β = 0.26, p = 0.00025), higher hemoglobin (β = 0.57, p = 0.00197), and higher hematocrit (β = 1.42, p = 0.01102). The TT genotype (homozygous thymine) was associated with higher C-reactive protein (β = 10.90, p = 0.00329), lower mean corpuscular volume (β = −1.63, p = 0.04909), and higher health-related quality of life assessed by the 36-Item Short-Form Health Survey (SF-36) (β = 6.31, p = 0.00009). Conclusions: The rs2228570 polymorphism in the VDR gene is associated with distinct perioperative inflammatory, hematologic, and patient-reported profiles. These findings support the potential clinical utility of VDR genotyping, in combination with routine laboratory tests, to refine perioperative risk stratification and guide personalized rehabilitation in orthopedic patients. Full article
15 pages, 2389 KB  
Article
A Machine Learning Approach to Understanding the Genetic Role in COVID-19 Prognosis: The Influence of Gene Polymorphisms Related to Inflammation, Vitamin D, and ACE2
by Sofía Jaurrieta-Largo, José Pablo Miramontes-González, Luis Corral-Gudino, Miriam Gabella-Martín, Sofía Pérez-Arroyo, Ana M. Torres, Jorge Mateo, José Luis Pérez-Castrillón and Ricardo Usategui-Martín
Int. J. Mol. Sci. 2025, 26(16), 7975; https://doi.org/10.3390/ijms26167975 - 18 Aug 2025
Viewed by 1215
Abstract
The genetic background influences the outcomes of COVID-19. This study aimed to evaluate the incidence of polymorphisms in genes linked to the RAAS system, cytokine production, and vitamin D on COVID-19 severity, with the goal of gaining a deeper understanding of the genetic [...] Read more.
The genetic background influences the outcomes of COVID-19. This study aimed to evaluate the incidence of polymorphisms in genes linked to the RAAS system, cytokine production, and vitamin D on COVID-19 severity, with the goal of gaining a deeper understanding of the genetic etiology related to COVID-19. This study involved 338 COVID-19 patients and employed machine learning methods to identify the genetic variants that most significantly affect COVID-19 severity. The results revealed that polymorphisms in the IL6, IL6R, IL1α, IL1R, IFNγ, TNFα, CRP, VDR, VDBP, and ACE2 genes are the most significant genetic factors influencing COVID-19 prognosis, particularly in terms of the risks of COVID-19 pneumonia, mortality, rehospitalization, and associated mortality. The machine learning methods achieved an AUC of 0.86 for predicting COVID-19 pneumonia, mortality, and mortality related to rehospitalization, as well as an AUC of 0.85 for rehospitalization within the first year. These results confirm the crucial role of genetic background in COVID-19 prognosis, facilitating the identification of patients at increased risk. In summary, this research demonstrates that genetics-driven machine learning models can pinpoint patients at heightened risk by primarily focusing on genetic variants associated with ACE2, inflammation, and vitamin D. Full article
(This article belongs to the Special Issue Molecular Progression of Genome-Related Diseases: 2nd Edition)
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14 pages, 569 KB  
Article
Interaction Between Vitamin D Metabolism Genetic Variants: Association with Hypovitaminosis D, Rheumatoid Arthritis, and Its Clinical Disease Activity
by Bertha Campos-López, Melissa Rivera-Escoto, Adolfo I. Ruiz-Ballesteros, Karen Pesqueda-Cendejas, Paulina E. Mora-García, Mónica R. Meza-Meza, Isela Parra-Rojas, José M. Moreno-Ortíz, Eneida Turiján-Espinoza, Juan M. Vargas-Morales, Sergio Cerpa-Cruz and Ulises De la Cruz-Mosso
Genes 2025, 16(8), 967; https://doi.org/10.3390/genes16080967 - 18 Aug 2025
Cited by 1 | Viewed by 1456
Abstract
Background: Hypovitaminosis D has been associated with worse rheumatoid arthritis (RA) manifestations. Notably, different genetic studies have reported that approximately 65% of hypovitaminosis D can be partially explained using the presence of single-nucleotide variants (SNVs) in key genes involved in its metabolism. This [...] Read more.
Background: Hypovitaminosis D has been associated with worse rheumatoid arthritis (RA) manifestations. Notably, different genetic studies have reported that approximately 65% of hypovitaminosis D can be partially explained using the presence of single-nucleotide variants (SNVs) in key genes involved in its metabolism. This study aimed to investigate the association and gene–gene interactions of four SNVs in vitamin D metabolism genes, rs10741657 (CYP2R1), rs10877012 (CYP27B1), rs4809959 (CYP24A1), and rs731236 TaqI (VDR), with hypovitaminosis D, RA, and its clinical disease activity in a Mexican mestizo population. Methods: This study was conducted among females: 204 RA patients and 204 control subjects (CS). Vitamin D serum levels (calcidiol) were analyzed using ELISA, SNVs through allelic discrimination with TaqMan® probes, and were analyzed using a multifactor dimensionality reduction (MDR) method. Results: MDR analysis suggested that GG and TT genotypes of rs10877012 (CYP27B1) were linked to lower calcidiol levels, while the CT and CC genotypes of rs731236 TaqI (VDR) were associated with increased RA susceptibility and higher disease activity. Logistic regression confirmed that the GG genotype of rs10877012 (CYP27B1) was associated with hypovitaminosis D (OR = 1.8; CI: 1.1–3.0; p = 0.01), and the CT genotype of rs731236 TaqI (VDR) with RA (OR = 1.9; CI: 1.2–2.9; p < 0.01) and high DAS28-ESR (OR = 3.6; CI: 1.3–10.7; p < 0.01). Conclusions: The GG genotype of rs10877012 CYP27B1 was associated with susceptibility to hypovitaminosis D, whereas the CT genotype of rs731236 TaqI VDR confers susceptibility to RA and high clinical disease activity in the Mexican mestizo population. Full article
(This article belongs to the Special Issue Genetic and Epigenetic Factors for Autoimmune Diseases)
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20 pages, 2523 KB  
Article
The Association of VDR, CYP2R1, and GC Gene Polymorphisms, Dietary Intake, and BMI in Regulating Vitamin D Status
by Carmina Mariana Stroia, Annamaria Pallag, Maria Vrânceanu, David de Lorenzo, Keith Anthony Grimaldi, Csaba Robert Pallag, Kinga Vindis, Diana Bei, Cristina Burlou-Nagy (Fati) and Timea Claudia Ghitea
Diseases 2025, 13(7), 219; https://doi.org/10.3390/diseases13070219 - 14 Jul 2025
Cited by 3 | Viewed by 3449
Abstract
Vitamin D plays a crucial role in bone health and immune function, with serum 25(OH)D levels influenced by genetic, dietary, and metabolic factors. Background/Objectives: This study investigated the impact of VDR rs731236, CYP2R1 rs10741657, and GC rs2282679 polymorphisms, body mass index (BMI), and [...] Read more.
Vitamin D plays a crucial role in bone health and immune function, with serum 25(OH)D levels influenced by genetic, dietary, and metabolic factors. Background/Objectives: This study investigated the impact of VDR rs731236, CYP2R1 rs10741657, and GC rs2282679 polymorphisms, body mass index (BMI), and dietary vitamin D intake on vitamin D status. Methods: A total of 230 adults were classified into four BMI categories: normal weight (NW), overweight (OW), obesity class I (OB), and obesity class II/III (OP). Participants completed a Food Frequency Questionnaire (FFQ) and a 7-day Food Frequency Diary (FFD). Genotyping was performed using TaqMan assays, and serum 25(OH)D was quantified via spectrophotometry. Statistical analyses included ANOVA and multiple linear regression. Results: The VDR rs731236 CC genotype, CYP2R1 rs10741657 AG/GG, and GC rs2282679 AC/CC were associated with lower serum vitamin D levels. A higher BMI was significantly correlated with reduced serum 25(OH)D (p < 0.001), with BMI emerging as the strongest predictor of vitamin D status. FFQ-based dietary intake showed a modest positive correlation with 25(OH)D (r = 0.47, p < 0.001). Conclusions: BMI and genetic variants in VDR, CYP2R1, and GC significantly influence vitamin D metabolism. Personalized interventions addressing genetic predispositions and weight management may improve vitamin D status. Full article
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12 pages, 1044 KB  
Article
Endplate Lesions of the Lumbar Spine: Biochemistry and Genetics
by Alessandra Colombini, Vincenzo Raffo, Angela Elvira Covone, Tito Bassani, Domenico Coviello, Sabina Cauci, Ludovica Pallotta and Marco Brayda-Bruno
Genes 2025, 16(7), 738; https://doi.org/10.3390/genes16070738 - 26 Jun 2025
Viewed by 1633
Abstract
Background/Objectives: Endplate lesions of the lumbar spine are often asymptomatic and frequently observed incidentally by radiological assessment. Variants in the vitamin D receptor gene (VDR) and an increase in some biochemical markers related to the osteo-cartilaginous metabolism were found in patients [...] Read more.
Background/Objectives: Endplate lesions of the lumbar spine are often asymptomatic and frequently observed incidentally by radiological assessment. Variants in the vitamin D receptor gene (VDR) and an increase in some biochemical markers related to the osteo-cartilaginous metabolism were found in patients with endplate lesions. The aim of this study was to identify biochemical and genetic markers putatively associated with the presence of endplate lesions of the lumbar spine. Methods: Quantification of circulating bone remodeling proteins was obtained from 10 patients with endplate lesions and compared with age- and sex-matched controls. Whole exome sequencing (WES) was performed on patient genomic DNA using the Novaseq 6000 platform (Illumina, San Diego, CA, USA), obtaining a median read depth of 117×–200×, with ≥98% of regions covering at least 20×. The sequencing product was aligned to the reference genome (GRCh38.p13-hg38) and analyzed with Geneyx software. Results: We observed modifications in the levels of circulating proteins involved in bone remodeling and angiogenesis. We identified variants of interest in aggrecan (ACAN), bone morphogenetic protein 4 (BMP4), cytochrome P450 family 3 subfamily A member 4 (CYP3A4), GLI family zinc finger 2 (GLI2), heparan sulfate proteoglycan 2 (HSPG2), and mesoderm posterior bHLH transcription factor 2 (MESP2). VDR polymorphism (rs2228570) was present in nine patients, with the homozygotic ones having more severe endplate lesions and higher levels of the analyzed circulating markers in comparison with heterozygotic patients. Conclusions: These data represent interesting evidence of genetic variants, particularly in VDR, and altered levels of circulating markers of bone remodeling associated with endplate lesions, which should be confirmed in a larger population. The hypothesis suggested by our results is that the endplate lesions could be the consequence of an altered ossification mechanism at the vertebral level. Full article
(This article belongs to the Special Issue Genes and Gene Polymorphisms Associated with Complex Diseases)
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19 pages, 476 KB  
Review
Genetics and Epigenetics of Chemoinduced Oral Mucositis in Paediatric Patients with Haematological Malignancies—A Review
by Juliana Ramalho Guimarães, José Maria Chagas Viana Filho and Naila Francis Paulo de Oliveira
Epigenomes 2025, 9(2), 16; https://doi.org/10.3390/epigenomes9020016 - 30 May 2025
Cited by 2 | Viewed by 1506
Abstract
Background: Oral mucositis (OM) is a painful inflammation resulting from chemotherapy. It is dependent on factors such as age, gender, chemotherapy regimen, oral health, immunological and nutritional status, and genetics. Objectives: The aim of the study was to conduct a narrative review to [...] Read more.
Background: Oral mucositis (OM) is a painful inflammation resulting from chemotherapy. It is dependent on factors such as age, gender, chemotherapy regimen, oral health, immunological and nutritional status, and genetics. Objectives: The aim of the study was to conduct a narrative review to compile studies on the contribution of genetic and epigenetic aspects to the pathogenesis of OM in children with haematological malignancies undergoing chemotherapy treatment. Methods: The literature search was performed in Pubmed, Scopus, Web of Science, Cochrane, Lilacs, and grey literature databases covering articles published since 2010. Results: Twenty-two studies investigating polymorphisms and four studies investigating DNA methylation were included. Polymorphisms in the MTHFR, ABCB1, ABCC2, ABCG2, SLCO1B, miR-1206, miR-3683, CAT, and VDR genes were associated as risk factors for OM and polymorphisms in the TYMS and miR-4268 genes were associated as protective factors. With regard to DNA methylation, associations such as protection or susceptibility to OM have not yet been proven. However, studies have shown that DNMT1 methylation and hypomethylation in total DNA and in the TNF-α gene are associated with recovery of the oral mucosa. Conclusions: Genetic variants are associated with OM in various biological pathways, such as folate metabolism, transport proteins, epigenetic machinery, oxidative stress, and vitamin D metabolism. The DNA methylation profile, which is still poorly understood in the pathogenesis of OM, is associated with mucosal recovery (inflammation and epigenetic machinery). Genetic and epigenetic markers may be tools to indicate a patient’s susceptibility to developing OM, and epigenetic markers may be a target for therapies. Full article
(This article belongs to the Special Issue Epigenetic Mechanisms of Hematologic Malignancies)
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