Search Results (167)

Background: Early detection of dental caries is essential for effective oral health management. Current diagnostic workflows rely heavily on radiographic imaging, which involves infrastructure requirements, workflow coordination, and resource considerations that may limit frequent use in high-throughput or resource-constrained settings. These contextual factors motivate exploration of adjunct screening concepts that could support front-end triage decisions within existing care pathways. This study evaluates, in simulation, whether modeled tooth-percussion response signals contain sufficient discriminative information to justify further translational and managerial investigation. Implementation costs, workflow optimization, and economic outcomes are not evaluated directly; rather, the objective is to assess whether the technical preconditions for a potentially scalable screening concept are satisfied under controlled in silico conditions. Methods: An in silico model of tooth percussion was developed in which enamel, dentin, and pulp/root structures were represented as a simplified layered mechanical system. Impulse responses generated from simulated tapping were used to compute the modeled surface-vibration response (enamel-layer displacement), which served as a proxy for a measurable percussion-related signal (e.g., contact vibration), rather than a recorded acoustic waveform. Carious conditions were simulated through depth-dependent reductions in stiffness and effective mass and increases in damping to represent enamel and dentin demineralization. A synthetic dataset of labeled simulated signals was generated under varying structural parameters and measurement-noise assumptions. Machine-learning models using Mel-frequency cepstral coefficient (MFCC) features were trained to classify healthy teeth, enamel caries, and dentin caries at a screening (triage) level. Results: Under baseline simulation conditions, the classifier achieved an overall accuracy of 0.97 with balanced macro-averaged F1-score (0.97). Misclassifications occurred primarily between healthy and enamel-caries categories, whereas dentin-caries cases were most consistently identified. When measurement noise and structural variability were increased, performance declined gradually, reaching approximately 0.90 accuracy under the most challenging simulated scenario. These results indicate that discriminative information is present within the modeled signals at a screening (triage) level, meaning that higher-risk categories can be distinguished probabilistically rather than with definitive diagnostic certainty. Sensitivity and specificity trade-offs were not optimized in this study, as the objective was to assess separability rather than to define clinical decision thresholds. Conclusions: Within the constraints of the in silico model, simulated tooth-percussion response signals demonstrated discriminative patterns between healthy, enamel caries, and dentin caries categories at a screening (triage) level. These findings establish technical plausibility under controlled simulation conditions and support further investigation of percussion-based screening as a potential adjunct to clinical assessment. From a healthcare management perspective, the present results address a prerequisite question—whether such signals contain sufficient information to justify translational research, rather than demonstrating workflow optimization, cost reduction, or system-level impact. Clinical validation, threshold optimization, and implementation studies are required before managerial or operational benefits can be evaluated. Full article

Background/Objective: Root resective procedures are well established tooth-preserving techniques used when pathology is confined to one root of a multirooted tooth or in the furcation area. Although in recent years implant therapy has become a standard approach in many cases, the rising incidence of peri-implantitis has renewed interest in classical conservative treatment alternatives, such as hemisection, root resection and bicuspidization. The aim of this study is to present clinical cases in which hemisection and bicuspidization were performed to maintain compromised molars in function and achieve long-term outcomes. Methods: This retrospective case series study was conducted in a private dental practice and included three patients treated between 2009 and 2017. The presented cases involved molar teeth exhibiting a vertical fracture or extensive subgingival carries in one root while the remaining root(s) demonstrated favourable periodontal, endodontic and restorative prognosis. An interdisciplinary approach was followed in each case, involving comprehensive clinical and radiographic evaluation including cone beam computed tomography when indicated. The clinical treatment included an endodontic approach (primary treatment or retreatment if required) followed by hemisection or bicuspidization and placement of a permanent prosthetic rehabilitation with full-coverage restoration designed to optimize proper load distribution. Clinical and radiographic follow-up examination was done up to six years in case one, after six months in case two and up to six years in case three. Results: The teeth remained in function through their respective follow-up periods. Clinical and radiographic assessments, according to predefined success criteria, demonstrated periodontal stability (probing depth ≤ 4 mm), no evidence of secondary caries or root fracture, absence of clinical symptoms, normal tooth mobility and masticatory function, absence or reduction in periradicular radiolucency, and stable bone levels. Conclusions: Resective techniques require an interdisciplinary approach, namely, careful case selection, lege artis endodontic treatment, precise surgical technique, and appropriate prosthetic rehabilitation, in order to provide predictable and long-term outcomes. Within the limitations of this case series, resective techniques appeared to be a reliable and predictable alternative to extraction and implant placement in carefully selected clinical cases. Full article

Background/Objectives: It is essential to test the accuracy of artificial intelligence-assisted tools that detect dental pathologies from radiographs. This study aimed to evaluate the test characteristics of an artificial intelligence-assisted convolutional neural network-based prototype used for automated radiographic detection. Methods: A total of 300 panoramic and 100 intraoral periapical radiographs were collected between January 2020 and 2024 and then analyzed by two trained, independent specialist evaluators. The diagnostic consensus, “ground truth”, was labeled as follows: BL: bone loss; C: caries; F: filling; I: implants; IT: impacted teeth; P: prosthesis; PC: post-core; PR: periapical radiolucency; RF: root fillings; and RR: retained roots. The radiographs were uploaded to the prototype, and the results were compared. Sensitivity, specificity, positive predictive value, and negative predictive value were calculated using Stata version 15.0 (StataCorp). Results: Overall, most of the outcomes demonstrated sensitivity greater than 82%, with values ranging from 66.41% (65.47,67.36) for BL to 100% (100.00,100.00) for I. For all outcomes, specificity was greater than 93%, with values ranging from 93.61% (93.12,94.10) for BL to 100% for I. The overall values for all the test characteristics for the periapical radiographs were above 85%. The key errors identified in the qualitative analysis were errors in tooth identification, failure to detect recurrent caries under fillings and crowns, impacted canines, and inaccurate identification of extensive fillings as crowns. Conclusions: The prototype demonstrated high sensitivity and specificity in identifying dental pathologies. Accuracy in identifying bone loss, teeth that have migrated, including impacted canines, secondary caries, and differentiating extensive fillings from crowns requires further improvement. Full article

Objective: This retrospective study was conducted to evaluate long-term outcomes lcomplication rates of crown restorations supported by different types of endodontic posts and to determine the influence of post material on biological and technical outcomes. Materials and Methods: Clinical and radiographic data from 437 crowned teeth retained by fiber, metallic, or custom-made posts were collected at Qassim University Dental Hospital between August and November 2025. Biological (secondary caries, periapical lesions) and technical (debonding, fracture, chipping) complications were recorded. Kaplan–Meier and life-table analyses were used to estimate complication-free survival, and Cox regression was employed to identify significant predictors (α = 0.05). Results: The mean observation period was 6.76 ± 4.88 years. The overall complication rate was 56.8%. Crowns restored with fiber posts exhibited the lowest complication rate (40.0%) and the highest 15-year cumulative survival (52%), followed by custom-made (38%) and metallic posts (15%). Fiber posts demonstrated a significantly lower hazard of complications than metal posts (HR = 1.70, p = 0.009). Female sex (HR = 1.69, p = 0.001) and mandibular location (HR = 1.36, p = 0.048) were associated with increased risk. Metal–ceramic crowns showed a protective effect compared to ceramic crowns (HR = 0.56, p = 0.001). Conclusions: The type of post significantly affected long-term prognosis of crowned endodontically treated teeth. Fiber posts provided the most favorable outcomes by minimizing catastrophic root fractures, while metallic and custom-made posts demonstrated higher complication hazards. Crown material, arch location, and patient factors further influenced survival outcomes. Full article

Background and Objectives: Recent advances in dentistry include microbiological and metabolomic analyses, which have the potential to improve the understanding of oral microbiome–host imbalances during orthodontic treatment. Fixed appliances, functional devices and, more recently, clear aligners have been associated with several oral health conditions, including enamel demineralization, dental caries, gingivitis, periodontitis and root and bone resorption. In this context, metabolomic approaches may enable the identification of metabolites in biological samples that could potentially serve as biomarkers and reflect functional biological changes within the oral ecosystem. Investigating orthodontic appliances and associated metabolomic alterations may therefore contribute to advancing current knowledge in orthodontics. This systematic review aimed to describe the available evidence on oral metabolomic changes during orthodontic treatment. Materials and Methods: A systematic literature search was conducted in PubMed, Web of Science, Scopus and the Cochrane Library. A total of 1632 records were identified. After duplicate removal and screening, 18 full-text articles were assessed for eligibility. Of these, 15 studies were excluded, and three studies met the inclusion criteria. Risk of bias was assessed using the ROBINS-I and RoB 2 tools, and the GRADE approach was applied to evaluate the certainty of evidence. The review protocol was registered in PROSPERO (CRD420251141544). Results: Three studies met the inclusion criteria. Overall, the available evidence was limited and heterogeneous. The included studies suggested potential differences in oral microbiome composition and metabolomic profiles between patients treated with fixed appliances and those treated with clear aligners. Reported metabolomic findings were exploratory and involved amino acid-related, immune-associated, and acidic metabolic pathways. Limitations: Only three studies were included, all conducted in a single country. The small sample size and methodological heterogeneity limit the generalizability of the findings. In addition, potential confounding variables highlight the need for further standardized longitudinal studies. Full article

Vital pulp therapy (VPT) is increasingly recognised as a biologically driven alternative to root canal treatment in teeth with deep caries and a vital pulp diagnosis. Resin-modified calcium silicate-based materials (RM-CSMs) were introduced to combine the bioactivity of traditional cements with improved handling and immediate light-curing, but their biological performance remains debated. Objectives: This systematic review and meta-analysis aimed to evaluate the clinical and radiographic outcomes of VPT performed with RM-CSMs compared with conventional non-resin-modified calcium silicate-based materials (NRM-CSMs) Methods: PRISMA Guidelines were followed to carry out this systematic review. Electronic databases (Medline, Embase, Scopus, and Web of Science) were searched up to October 2025 for randomised clinical trials evaluating indirect pulp capping, direct pulp capping, or pulpotomy. Nine trials met the inclusion criteria. Meta-analyses were performed for TheraCal LC, the only RM-CSM with sufficient clinical evidence. The risk of bias was assessed using the RoB 2 Tool. The certainty of evidence was assessed using GRADE. Results: Pooled results showed no significant differences in overall clinical–radiographic success between RM-CSMs and NRM-CSMs at 90 or 180 days. At 360 days, a trend favouring NRM-CSMs emerged, though not statistically significant. Dentine bridge formation at 360 days was significantly lower with TheraCal LC. Conclusions: Current RM-CSMs demonstrate comparable short-term success to conventional materials but still present biological limitations, particularly regarding long-term reparative outcomes. NRM-CSMs remain the preferred option when maximal bioactivity and predictable dentinogenesis are required Full article

This preliminary clinical study investigated the microbial composition of dental biofilms on healthy root surfaces and cavitated root caries lesions in two age cohorts: adults under 65 years and those aged 65 and older. The goal was to assess how aging and caries status influence root surface biofilm diversity and structure. For that, forty adults (23 women, 17 men) were enrolled. Biofilm samples were collected directly from clinically healthy and cavitated root surfaces. Microbial profiling was performed using 16S rRNA gene sequencing to evaluate diversity metrics and community composition. The results show that cavitated root surfaces harbored significantly higher microbial diversity compared to healthy root surfaces, as indicated by the Shannon diversity index. In contrast, healthy surfaces exhibited lower diversity and greater species dominance, confirmed by Simpson’s index. Age-related differences in biofilm composition were also evident, with older adults showing distinct microbial communities compared to younger participants. In conclusion, both age and cavitation presence significantly influence biofilm composition on root surfaces. These differences in microbial diversity and dominance may inform future clinical strategies for managing root caries, particularly in older adults. Further research is needed to assess the implications of these microbial patterns on treatment outcomes. Full article

Background: X-linked hypophosphatemic rickets (XLH) is a rare hereditary disorder characterized by renal phosphate wasting and impaired bone mineralization. Oral manifestations such as spontaneous periapical lesions and dental abscesses in the absence of caries or trauma may precede systemic features in XLH due to underlying dentin hypomineralization and enamel–dentin junction defects, and could serve as early diagnostic indicators. Case Report: We report on the case of a 4-year-old boy referred to our pediatric dental unit with recurrent intraoral fistulas persisting over the past year. Clinical examinations and an orthopantomogram revealed extensive root resorption and periapical pathology affecting multiple primary molars without evident caries or trauma. Laboratory investigations showed hypophosphatemia, elevated renal phosphate loss, and raised inflammatory markers (CRP (C-reactive protein) and granulocytes). Genetic testing of the child and his mother confirmed a diagnosis of X-linked hypophosphatemic rickets. Management: Due to behavioral challenges, treatment proceeded with difficulty over multiple visits. Endodontic treatment was initiated using a formalin–resorcinol technique; however, several primary molars developed progressive necrosis and required extraction. Orthodontic space maintainers were placed to preserve arch integrity and support future eruption. The patient remains under follow-up and is currently awaiting Burosumab therapy. Despite systemic management, spontaneous necroses of the primary molars persist, highlighting the refractory nature of dental involvement in XLH. Conclusions: This case underscores the pivotal role of pediatric dentists in recognizing systemic diseases through oral findings and demonstrates the challenges of managing XLH-related dental pathology, even under targeted systemic therapy. Early interdisciplinary collaboration is essential to optimize both dental and systemic outcomes in affected children. Full article

Background and Objectives: Sjögren’s syndrome (SS) causes destructive salivary gland dysfunction with substantial oral morbidity. To synthesize practical, evidence-based approaches for early recognition, initial oral management, and timely referral to dental care. Materials and Methods: Narrative review of English-language literature from the Web of Science Core Collection and PubMed, prioritizing systematic reviews, randomized trials, and consensus guidelines. Results: Early oral signs include rapid multifocal root and cervical caries, burning sensations, and rising dental treatment needs. Unstimulated whole saliva ≤ 0.1 mL/min supports significant hypofunction and complements the 2016 ACR/EULAR criteria. Preventive care should combine dietary counseling, salivary stimulation, and topical remineralization. Adjuncts include high-fluoride toothpaste, biomimetic hydroxyapatite dentifrices, and casein phosphopeptide–amorphous calcium phosphate (CPP-ACP). However, evidence for fluoride varnish in SS remains mixed. Pharmacologic sialogogues require screening for contraindications. Conclusions: Embedding oral screening, simple salivary metrics, and a structured referral pathway into rheumatology visits can reduce preventable tooth loss and improve comfort, function, and treatment adherence. Full article

Background/Objectives: Root canal treatment (RCT) is a common dental procedure performed to preserve teeth by removing infected or at-risk pulp tissue caused by caries, trauma, or other pulpal conditions. A successful outcome, among others, depends on accurate identification of the root canal anatomy, planning a suitable therapeutic strategy, and ensuring a bacteria-tight root canal filling. Despite advances in dental techniques, there remains limited integration of computational methods to support key stages of treatment. This review aims to provide a comprehensive overview of computational methods applied throughout the full workflow of RCT, examining their potential to support clinical decision-making, improve treatment planning and outcome assessment, and help bridge the interdisciplinary gap between dentistry and computational research. Methods: A comprehensive literature review was conducted to identify and analyze computational methods applied to different stages of RCT, including root canal segmentation, morphological analysis, treatment planning, quality evaluation, follow-up, and prognosis prediction. In addition, a taxonomy based on application was developed to categorize these methods based on their function within the treatment process. Insights from the authors’ own research experience were also incorporated to highlight implementation challenges and practical considerations. Results: The review identified a wide range of computational methods aimed at enhancing the consistency and efficiency of RCT. Key findings include the use of advanced image processing for segmentation, image analysis for diagnosis and treatment planning, machine learning for morphological classification, and predictive modeling for outcome estimation. While some methods demonstrate high sensitivity and specificity in diagnostic and planning tasks, many remain in experimental stages and lack clinical integration. There is also a noticeable absence of advanced computational techniques for micro-computed tomography and morphological analysis. Conclusions: Computational methods offer significant potential to improve decision-making and outcomes in RCT. However, greater focus on clinical translation and development of cross-modality methodology is needed. The proposed taxonomy provides a structured framework for organizing existing methods and identifying future research directions tailored to specific phases of treatment. This review serves as a resource for both dental professionals, computer scientists and researchers seeking to bridge the gap between clinical practice and computational innovation. Full article

Background/Objectives: Important goals of endodontic treatment procedures are to effectively eliminate microorganisms from the root canal system and prevent reinfection. Despite advances in techniques, these goals continue to be difficult to achieve due to the complex anatomy of the root canal system and bacterial invasion into the dentinal tubules of the surrounding root dentin. This pilot study aimed to refine a confocal laser scanning microscopy (CLSM) model with LIVE/DEAD staining to quantitatively assess the depth of effective disinfection by endodontic disinfection measures. Methods: Thirty caries-free human teeth underwent standardized chemo-mechanical root canal preparation and were inoculated with Enterococcus faecalis. Following treatment, CLSM-guided imaging with LIVE/DEAD staining allowed for differentiation between vital and dead bacteria and quantification of the depth of effective disinfection. Results: An average depth of bacterial eradication of 450 µm for conventional and 520 µm for sonically activated irrigation (EDDY) could be observed with significant differences (p < 0.05) in the coronal and medial positions. Conclusions: The results indicated that sonically activated irrigation (EDDY) provided a more homogeneous (omnidirectional) irrigation pattern compared to conventional irrigation. The study highlights the importance of effective disinfection strategies in endodontics, emphasizing the need for further research on the depth of effective disinfection of endodontic disinfection measures and the optimization of disinfection protocols. Full article

Background/Objective: Diabetes mellitus type 2 (T2DM) is a significant global public health concern. This analytical cross-sectional study aimed to evaluate the impact of T2DM on the severity of dental caries and salivary properties. Methods: A total of 182 participants (n = 91 per group) were recruited into the T2DM and non-diabetes (ND) groups. Unstimulated whole saliva (UWS) and blood samples for HbA1c were collected. Clinical assessments included plaque index, SoproLIFE, ICDAS, and severity index for root caries. Results: A total of 92 male and 89 female participants were recruited in this study. The results showed that the mean of UWS pH was slightly lower in the T2DM (6.65 ± 1.12) than the ND group (6.88 ± 0.49), however the difference was statistically insignificant (p = 0.065). The mean saliva buffer capacity was almost identical between the two groups, with values of 7.38 ± 3.2 in T2DM and 7.37 ± 2.83 in the ND groups (p = 0.973), indicating an insignificant difference. The mean saliva spinnbarkeit was slightly high and insignificant in the T2DM (4.57 ± 4.34) compared to the ND group (3.69 ± 3.6) (p = 0.141). The T2DM group had a significantly high proportion of participants with very low saliva flow rate (<0.1 mL/min) in comparison to ND (20.9% vs. 5.5%) (p = 0.004). ICDAS scores were significantly higher in T2DM (0.67 ± 0.32) when compared to the ND group (0.57 ± 0.24) (p = 0.014). ICDAS scores 3 and 6 were significantly higher in T2DM (2.76 ± 2.66; 0.86 ± 2.61) in comparison to ND (2.10 ± 2.00, 0.26 ± 0.96). Conclusions: Within the limitations of this analytical cross-sectional study, participants with T2DM demonstrated a higher risk of developing severe carious lesions and exhibited low salivary pH and flow rate when compared with non-diabetic individuals, supporting a possible association between glycemic status, salivary alterations, and caries severity. Full article

Background: Depression is a prevalent mental health condition among older adults and may be linked to multiple systemic and functional factors. Emerging evidence suggests a bidirectional relationship between depressive symptoms and poor oral health, but data from European populations remain scarce. Methods: A cross-sectional study was conducted in 181 community-dwelling adults aged over 66 years in Madrid, Spain. Depressive symptoms were assessed using the Geriatric Depression Scale (GDS-15), and functional dependence using the Barthel Index. Oral examinations included the number of caries, root remnants, and gingivitis. Additional variables included the Body Mass Index (BMI), smoking and alcohol consumption, and medication use. Data were analysed using descriptive and non-parametric statistics. Results: Overall, 49.2% of participants exhibited depressive symptoms (34.8% moderate, 14.4% severe). Old age and excess weight were significantly associated with depression (p < 0.05). Depressed participants showed higher functional dependence scores on the Barthel Index (p < 0.001). Oral health indicators, including higher number of caries, root remnants, and gingivitis, were significantly worse among those with depression (p < 0.005). Oral hygiene practices such as toothbrushing were slightly more frequent in the non-depressed group, while oral irrigator use was low across all groups. Conclusions: Depressive symptoms in older Spanish adults were associated with poorer oral health, greater functional dependence, and certain clinical factors such as BMI and antidepressant use. These findings highlight the importance of integrated, multidisciplinary approaches to promote both mental and oral health in ageing populations. Longitudinal studies are warranted to clarify the causal pathways underlying these associations. Full article

Root cementum is a specialized connective tissue with a critical role in tooth function and periodontal health. This narrative review aims to consolidate current knowledge regarding the influence of cementum on the pathophysiology of periodontitis and root caries, its remodeling during orthodontic tooth movement, its significance in regenerative strategies and implantology, along with the effect of selected stimulants. A comprehensive literature search was conducted across PubMed, Embase, and Scopus databases for articles fulfilling the inclusion criteria. The analysis revealed that cementum’s unique biological characteristics are fundamental to the success of periodontal regeneration, with biomimetic approaches showing promise for enhancing osseointegration of dental implants. Furthermore, the tissue is highly susceptible to mechanical forces, leading to adverse effects such as root resorption during orthodontic treatment. Its composition also renders it vulnerable to demineralization from root caries and damage from external stimulants. In conclusion, a profound understanding of the intricate biology of root cementum is essential for developing safer and more effective treatment modalities. The findings strongly support the development of targeted, cementum-oriented interventions and preventive strategies, thereby improving long-term success in restorative, periodontal, and orthodontic treatment. Full article

Background/Objectives: Gingival recession (GR), characterized by the apical displacement of the gingival margin leading to root exposure, risk of root caries, dentine hypersensitivity (DH), and plaque accumulation. This study aimed to evaluate the awareness, causes, and consequences of gingival recession among adults in Saudi Arabia. Methods: A cross-sectional self-reported survey was conducted from September 2023 to December 2024, involving 619 participants (51.53% male). Participants were recruited through dental clinics, community centers, and online platforms across multiple regions in Saudi Arabia to ensure diverse demographic and socioeconomic representation. A validated 27-question survey collected data on demographics, oral hygiene practices, and GR awareness and related factors. Statistical analysis was performed using SAS 9.4, with significance set at p < 0.05. Results: The prevalence of GR was 26.66%, dental plaque was the most frequently reported causing factor, followed by medical conditions (45.4%). Aesthetic concerns were the most recognized consequence (78.4%) followed by periodontitis and tooth mobility and tooth loss (58.5%). Medical disease (Odds Ratio OR = 2.149, p < 0.0001), trauma (OR = 1.515, p = 0.0078), and rough brushing (OR = 1.431, p = 0.0233) were identified as significant risk factors for gingival recession. The association between gingival recession (GR) and its perceived consequences was generally not statistically significant. However, a significant relationship was observed with dental caries (p = 0.0472). Conclusions: Gingival recession awareness among Saudi adults was influenced by age, gender, smoking, and oral hygiene factors. The findings emphasize the importance of raising awareness and promoting preventive strategies targeting modifiable risk factors to reduce GR prevalence and clinical impact. Full article