Pub Date : 2026-08-25DOI: 10.1186/s12903-026-09695-4
Jonathan Bertram, Henry Leonhardt, Fred Podmelle, Thomas Teltzrow, Adrian Franke
Background: This retrospective cohort study, adhering to STROBE guidelines, compared the accuracy of maxillary positioning achieved with a patient-specific implant (PSI)-based hybrid workflow, which utilised a temporary intermediate splint to identify and remove posterior bony interferences before definitive splintless PSI fixation, to conventional splint-based positioning using stock titanium osteosynthesis plates in orthognathic surgery. Translational and rotational movement deviations from the virtual surgical plan were assessed.
Methods: Twenty-six patients who underwent non-segmental Le Fort I osteotomy between January 2020 and June 2023 were included. Eleven patients received the PSI-based hybrid workflow, while 15 patients underwent conventional splint-based positioning. Group allocation was based on the logistical feasibility of PSI planning and manufacturing rather than randomisation. Pre- and postoperative 3D images were superimposed using IPS® Case Designer software (KLS Martin) to quantify deviations in three translational and three rotational axes. Between-group comparisons were conducted using unpaired t-tests and two-way ANOVA, and correlations were assessed using Pearson's coefficient.
Results: The mean translational deviation was significantly lower in the PSI group compared to the control group (0.46 ± 0.33 mm vs 0.79 ± 0.58 mm; p = .0044), as was the mean rotational deviation (0.82° ± 0.91° vs 1.24° ± 0.85°; p = .0397). Significant differences were identified for vertical translation (p = .0162) and yaw rotation (p = .0205). Operating time did not differ significantly between groups (p = . 1739). In the PSI group, greater planned displacement showed a weak correlation with larger deviations, a relationship not observed in the control group.
Conclusions: The PSI-based hybrid workflow resulted in statistically greater positioning accuracy compared to conventional splint-based fixation. However, the absolute improvements (approximately 0.3 mm and 0.5°) were small, likely of limited clinical relevance, and were not associated with reduced operating times. Due to the retrospective, non-randomised design, small sample size, and use of a PSI-based hybrid protocol, these findings should be considered hypothesis-generating. Larger prospective studies evaluating fully splintless PSI workflows and patient-centred outcomes are recommended.
Clinical trial number: Not applicable.
背景:本回顾性队列研究遵循STROBE指南,比较了基于患者特异性种植体(PSI)的混合工作流程实现的上颌定位的准确性,该工作流程在确定无夹板PSI固定之前使用临时中间夹板识别和去除后侧骨干扰,与传统的在正颌手术中使用固定钛骨接骨板的基于夹板的定位。评估虚拟手术计划的平移和旋转运动偏差。方法:纳入2020年1月至2023年6月期间接受Le Fort I非节段性截骨术的26例患者。11名患者接受了基于psi的混合工作流程,而15名患者接受了传统的基于夹板的定位。分组分配基于PSI计划和制造的后勤可行性,而不是随机分配。使用IPS®病例设计软件(KLS Martin)对术前和术后3D图像进行叠加,以量化三个平动轴和三个旋转轴的偏差。组间比较采用非配对t检验和双向方差分析,相关性采用皮尔逊系数评估。结果:PSI组的平均平移偏差明显低于对照组(0.46±0.33 mm vs 0.79±0.58 mm; p =。0044),平均旋转偏差(0.82°±0.91°vs 1.24°±0.85°;p = 0.0397)。垂直平移(p = 0.0162)和偏航旋转(p = 0.0205)存在显著差异。两组间手术时间差异无统计学意义(p =。1739)。在PSI组中,较大的计划位移与较大的偏差呈弱相关性,而在对照组中没有观察到这种关系。结论:与传统的夹板固定相比,基于psi的混合工作流程在统计学上具有更高的定位精度。然而,绝对改善(大约0.3 mm和0.5°)很小,可能有限的临床相关性,并且与减少手术时间无关。由于回顾性、非随机设计、小样本量和使用基于psi的混合方案,这些发现应被视为假设生成。建议进行更大规模的前瞻性研究,评估完全无夹板PSI的工作流程和以患者为中心的结果。临床试验号:不适用。
{"title":"Accuracy of PSI-based hybrid workflow using a temporary intermediate splint versus conventional splint-based maxillary positioning in orthognathic surgery: a retrospective cohort study.","authors":"Jonathan Bertram, Henry Leonhardt, Fred Podmelle, Thomas Teltzrow, Adrian Franke","doi":"10.1186/s12903-026-09695-4","DOIUrl":"10.1186/s12903-026-09695-4","url":null,"abstract":"<p><strong>Background: </strong>This retrospective cohort study, adhering to STROBE guidelines, compared the accuracy of maxillary positioning achieved with a patient-specific implant (PSI)-based hybrid workflow, which utilised a temporary intermediate splint to identify and remove posterior bony interferences before definitive splintless PSI fixation, to conventional splint-based positioning using stock titanium osteosynthesis plates in orthognathic surgery. Translational and rotational movement deviations from the virtual surgical plan were assessed.</p><p><strong>Methods: </strong>Twenty-six patients who underwent non-segmental Le Fort I osteotomy between January 2020 and June 2023 were included. Eleven patients received the PSI-based hybrid workflow, while 15 patients underwent conventional splint-based positioning. Group allocation was based on the logistical feasibility of PSI planning and manufacturing rather than randomisation. Pre- and postoperative 3D images were superimposed using IPS® Case Designer software (KLS Martin) to quantify deviations in three translational and three rotational axes. Between-group comparisons were conducted using unpaired t-tests and two-way ANOVA, and correlations were assessed using Pearson's coefficient.</p><p><strong>Results: </strong>The mean translational deviation was significantly lower in the PSI group compared to the control group (0.46 ± 0.33 mm vs 0.79 ± 0.58 mm; p = .0044), as was the mean rotational deviation (0.82° ± 0.91° vs 1.24° ± 0.85°; p = .0397). Significant differences were identified for vertical translation (p = .0162) and yaw rotation (p = .0205). Operating time did not differ significantly between groups (p = . 1739). In the PSI group, greater planned displacement showed a weak correlation with larger deviations, a relationship not observed in the control group.</p><p><strong>Conclusions: </strong>The PSI-based hybrid workflow resulted in statistically greater positioning accuracy compared to conventional splint-based fixation. However, the absolute improvements (approximately 0.3 mm and 0.5°) were small, likely of limited clinical relevance, and were not associated with reduced operating times. Due to the retrospective, non-randomised design, small sample size, and use of a PSI-based hybrid protocol, these findings should be considered hypothesis-generating. Larger prospective studies evaluating fully splintless PSI workflows and patient-centred outcomes are recommended.</p><p><strong>Clinical trial number: </strong>Not applicable.</p>","PeriodicalId":9072,"journal":{"name":"BMC Oral Health","volume":"26 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2026-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13505116/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148811813","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Accurate preoperative assessment of the spatial relationship between mandibular third molars (M3Ms) and the inferior alveolar canal (IAC) is essential to minimize the risk of nerve injury. While panoramic radiographs (PRs) are routinely used as a first-line modality, their two-dimensional nature limits diagnostic reliability, often necessitating confirmatory cone-beam computed tomography (CBCT).
Methods: We developed a dual-stream, transformer-enhanced multimodal (panoramic radiography + selected CBCT slices) deep learning framework designed as a clinician-in-the-loop system. The model jointly processes paired panoramic radiographs and operator-selected CBCT slices to simulate a realistic specialist consultation. Four widely used high-performance backbones (ConvNeXt, Swin Transformer, ResNet-50, and VGG16) were systematically evaluated on a dataset of 250 paired PR-CBCT cases. Model performance was assessed using F1-score, precision, recall, and area under the ROC curve (AUC). Model interpretability was explored using SHAP-based explainability analysis.
Results: Among the evaluated architectures, the ConvNeXt-based model achieved the highest overall performance, with a macro F1-score of 0.9478, precision of 0.9515, and recall of 0.9468. The learned embeddings showed good class separability, and explainability analyses highlighted anatomically meaningful regions consistent with established radiographic risk signs.
Conclusion: The proposed multimodal 2D framework demonstrates competitive and robust classification performance. By integrating expert slice selection with automated feature extraction, the model functions as a standardized decision-support tool, aimed at reducing diagnostic variability in complex boundary cases where visual interpretation alone may be subjective.
{"title":"Multimodal transformer-enhanced deep learning for accurate assessment of mandibular third molar-inferior alveolar canal contact using panoramic radiography and CBCT slices.","authors":"Rasool Esmaeilyfard, Nika Shahbeyk, Setare Sanchooli, Naeimeh NikfarjamNouri","doi":"10.1186/s12903-026-09012-z","DOIUrl":"10.1186/s12903-026-09012-z","url":null,"abstract":"<p><strong>Background: </strong>Accurate preoperative assessment of the spatial relationship between mandibular third molars (M3Ms) and the inferior alveolar canal (IAC) is essential to minimize the risk of nerve injury. While panoramic radiographs (PRs) are routinely used as a first-line modality, their two-dimensional nature limits diagnostic reliability, often necessitating confirmatory cone-beam computed tomography (CBCT).</p><p><strong>Methods: </strong>We developed a dual-stream, transformer-enhanced multimodal (panoramic radiography + selected CBCT slices) deep learning framework designed as a clinician-in-the-loop system. The model jointly processes paired panoramic radiographs and operator-selected CBCT slices to simulate a realistic specialist consultation. Four widely used high-performance backbones (ConvNeXt, Swin Transformer, ResNet-50, and VGG16) were systematically evaluated on a dataset of 250 paired PR-CBCT cases. Model performance was assessed using F<sub>1</sub>-score, precision, recall, and area under the ROC curve (AUC). Model interpretability was explored using SHAP-based explainability analysis.</p><p><strong>Results: </strong>Among the evaluated architectures, the ConvNeXt-based model achieved the highest overall performance, with a macro F<sub>1</sub>-score of 0.9478, precision of 0.9515, and recall of 0.9468. The learned embeddings showed good class separability, and explainability analyses highlighted anatomically meaningful regions consistent with established radiographic risk signs.</p><p><strong>Conclusion: </strong>The proposed multimodal 2D framework demonstrates competitive and robust classification performance. By integrating expert slice selection with automated feature extraction, the model functions as a standardized decision-support tool, aimed at reducing diagnostic variability in complex boundary cases where visual interpretation alone may be subjective.</p>","PeriodicalId":9072,"journal":{"name":"BMC Oral Health","volume":"26 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2026-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13525682/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148857136","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-08-22DOI: 10.1186/s12903-026-09566-y
Bedia Gökten Uçar, Özlem Çölgeçen
Ti-base abutments with angulated screw channel (ASC) designs have been developed to address the esthetic challenges associated with labial screw access in anterior implant-supported single crowns, as well as the ergonomic limitations caused by restricted mouth opening in posterior crowns. Despite their increasing clinical use, there is limited research evaluating the impact of this design on the fracture resistance of various monolithic restorative materials across different anatomical regions, particularly after aging. This study aims to investigate the effect of angled screw channel design on the fracture resistance of implant-supported single crown restorations made of different materials in different anatomical regions after long-term thermal aging. In the study, a total of 80 implant-supported single crown restorations were prepared and then divided into subgroups (n = 10) considering anatomical region (anterior/posterior), restoration material (monolithic zirconia/lithium disilicate), and screw channel design (straight 0°/angled 20°). Monolithic zirconia and lithium disilicate crowns were fabricated in the form of maxillary central incisors for anterior, and mandibular first molars for posterior specimens. After cementation on Ti-base abutments, the specimens were aged with 40,000 thermal cycles (5°C/55°C), and the fracture resistance of the crowns was subsequently determined using a universal testing machine under compressive loading. Fracture patterns were examined under a stereomicroscope. Three-way analysis of variance followed by a Bonferroni post hoc test was used in data analysis (α = 0.05). According to the results, anatomical region, restorative material, screw channel design, and the interactions between these variables had a significant effect on the fracture resistance of implant-supported single crown restorations (p < 0.001). The use of ASC design reduced the fracture resistance of the restoration material in all groups, regardless of anatomical region and material type (p < 0.001). In the anterior region, using the ASC design resulted in a statistically significant strength loss, which was similar across all materials. In the posterior region, although zirconia material showed significantly higher fracture strength than lithium disilicate, the strength loss was more pronounced. The fracture loads observed in all specimens remained within reported physiological bite force ranges under the present experimental conditions. In conclusion, although the ASC design offers clinical advantages for implant-supported restorations, its effect on reducing the mechanical strength of the restorative material should be taken into account in clinical practice. While the fracture loads observed in this study remained within physiological limits, further investigations under long-term and in vivo conditions are warranted.
{"title":"Effect of Angulated Screw Channel (ASC) design on the fracture resistance of implant-supported monolithic zirconia and lithium disilicate crowns: an in vitro study.","authors":"Bedia Gökten Uçar, Özlem Çölgeçen","doi":"10.1186/s12903-026-09566-y","DOIUrl":"https://doi.org/10.1186/s12903-026-09566-y","url":null,"abstract":"<p><p>Ti-base abutments with angulated screw channel (ASC) designs have been developed to address the esthetic challenges associated with labial screw access in anterior implant-supported single crowns, as well as the ergonomic limitations caused by restricted mouth opening in posterior crowns. Despite their increasing clinical use, there is limited research evaluating the impact of this design on the fracture resistance of various monolithic restorative materials across different anatomical regions, particularly after aging. This study aims to investigate the effect of angled screw channel design on the fracture resistance of implant-supported single crown restorations made of different materials in different anatomical regions after long-term thermal aging. In the study, a total of 80 implant-supported single crown restorations were prepared and then divided into subgroups (n = 10) considering anatomical region (anterior/posterior), restoration material (monolithic zirconia/lithium disilicate), and screw channel design (straight 0<sup>°</sup>/angled 20<sup>°</sup>). Monolithic zirconia and lithium disilicate crowns were fabricated in the form of maxillary central incisors for anterior, and mandibular first molars for posterior specimens. After cementation on Ti-base abutments, the specimens were aged with 40,000 thermal cycles (5<sup>°</sup>C/55<sup>°</sup>C), and the fracture resistance of the crowns was subsequently determined using a universal testing machine under compressive loading. Fracture patterns were examined under a stereomicroscope. Three-way analysis of variance followed by a Bonferroni post hoc test was used in data analysis (α = 0.05). According to the results, anatomical region, restorative material, screw channel design, and the interactions between these variables had a significant effect on the fracture resistance of implant-supported single crown restorations (p < 0.001). The use of ASC design reduced the fracture resistance of the restoration material in all groups, regardless of anatomical region and material type (p < 0.001). In the anterior region, using the ASC design resulted in a statistically significant strength loss, which was similar across all materials. In the posterior region, although zirconia material showed significantly higher fracture strength than lithium disilicate, the strength loss was more pronounced. The fracture loads observed in all specimens remained within reported physiological bite force ranges under the present experimental conditions. In conclusion, although the ASC design offers clinical advantages for implant-supported restorations, its effect on reducing the mechanical strength of the restorative material should be taken into account in clinical practice. While the fracture loads observed in this study remained within physiological limits, further investigations under long-term and in vivo conditions are warranted.</p>","PeriodicalId":9072,"journal":{"name":"BMC Oral Health","volume":"26 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2026-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148891027","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-08-22DOI: 10.1186/s12903-026-09638-z
Inas Karawia, Aya Mahmoud, Rewan Ali, Marie Kamal, Aya Gaber, Mohamed Ashraf Hall
Introduction: Dental caries is a common oral health problem globally, necessitating accurate and accessible diagnostic approaches. This study aimed to evaluate and compare the diagnostic accuracy of ChatGPT (AI-based assessment) and teledentistry with the clinical dental examination as the clinical reference standard for detecting dental caries.
Methodology: A diagnostic accuracy study was conducted on a sample of 40 tooth images, determined through power analysis. Standardized smartphone images were obtained and assessed independently using two approaches: ChatGPT-based analysis and teledentistry evaluation by dental professionals. The findings from both methods were compared to clinical examination results. Diagnostic performance was evaluated using sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), accuracy, and area under the curve (AUC). Agreement with the clinical reference standard was assessed using Cohen's kappa coefficient, while the McNemar test was used to assess systematic differences between paired classifications.
Results: Teledentistry showed numerically higher diagnostic performance than ChatGPT across all evaluated parameters. It achieved higher sensitivity (89.5% vs. 78.9%), specificity (85.7% vs. 66.7%), PPV (85% vs. 68.2%), NPV (90% vs. 77.8%), and overall accuracy (87.5% vs. 72.5%). Additionally, teledentistry showed a higher AUC (0.876) compared to ChatGPT (0.728), suggesting better discriminative ability. Both methods showed no statistically significant differences from the clinical reference standard; however, ChatGPT exhibited greater inconsistency.
Conclusion: Teledentistry demonstrated higher diagnostic accuracy and agreement with the clinical reference standard than ChatGPT in this preliminary study and may serve as a reliable diagnostic adjunct, particularly in remote settings. However, further refinement and validation of AI-based tools such as ChatGPT are necessary to improve diagnostic performance, with future research focusing on optimizing image quality and expanding datasets to enhance AI reliability.
{"title":"Diagnostic accuracy of ChatGPT and teledentistry compared with dentist examination in detecting dental caries: preliminary diagnostic accuracy study.","authors":"Inas Karawia, Aya Mahmoud, Rewan Ali, Marie Kamal, Aya Gaber, Mohamed Ashraf Hall","doi":"10.1186/s12903-026-09638-z","DOIUrl":"10.1186/s12903-026-09638-z","url":null,"abstract":"<p><strong>Introduction: </strong>Dental caries is a common oral health problem globally, necessitating accurate and accessible diagnostic approaches. This study aimed to evaluate and compare the diagnostic accuracy of ChatGPT (AI-based assessment) and teledentistry with the clinical dental examination as the clinical reference standard for detecting dental caries.</p><p><strong>Methodology: </strong>A diagnostic accuracy study was conducted on a sample of 40 tooth images, determined through power analysis. Standardized smartphone images were obtained and assessed independently using two approaches: ChatGPT-based analysis and teledentistry evaluation by dental professionals. The findings from both methods were compared to clinical examination results. Diagnostic performance was evaluated using sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), accuracy, and area under the curve (AUC). Agreement with the clinical reference standard was assessed using Cohen's kappa coefficient, while the McNemar test was used to assess systematic differences between paired classifications.</p><p><strong>Results: </strong>Teledentistry showed numerically higher diagnostic performance than ChatGPT across all evaluated parameters. It achieved higher sensitivity (89.5% vs. 78.9%), specificity (85.7% vs. 66.7%), PPV (85% vs. 68.2%), NPV (90% vs. 77.8%), and overall accuracy (87.5% vs. 72.5%). Additionally, teledentistry showed a higher AUC (0.876) compared to ChatGPT (0.728), suggesting better discriminative ability. Both methods showed no statistically significant differences from the clinical reference standard; however, ChatGPT exhibited greater inconsistency.</p><p><strong>Conclusion: </strong>Teledentistry demonstrated higher diagnostic accuracy and agreement with the clinical reference standard than ChatGPT in this preliminary study and may serve as a reliable diagnostic adjunct, particularly in remote settings. However, further refinement and validation of AI-based tools such as ChatGPT are necessary to improve diagnostic performance, with future research focusing on optimizing image quality and expanding datasets to enhance AI reliability.</p>","PeriodicalId":9072,"journal":{"name":"BMC Oral Health","volume":"26 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2026-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13499293/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148787935","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-08-20DOI: 10.1186/s12903-026-09589-5
Ahmed Mohamed Elhadidy, Hala H Hazzaa, Ahmed Mohamed Ali Elgendy, Enas Ahmed Elgendy
Background: Adequate peri-implant soft tissue thickness and keratinized mucosa width are crucial for implant health and aesthetics. Autogenous subepithelial connective tissue grafts (CTG) are the gold-standard for augmenting thin biotypes, but they require a second surgical site. This trial evaluated whether a human fascia lata allograft (FLA) or platelet-rich fibrin (PRF) membrane could comparably enhance peri-implant soft tissue phenotype and serve as less invasive alternatives of CTG.
Methods: Forty-five patients with a thin gingival phenotype (≤ 1 mm thickness) requiring upper anterior implant were randomly assigned to receive soft tissue augmentation with either (1) FLA allograft, (2) PRF membrane, or (3) CTG (control). Interventions were applied concurrently with implant placement in a standardized manner. Gingival thickness (GT) and keratinized tissue width (KTW) were measured at baseline and 6 months using transgingival probing and clinical indices. Labial bone thickness was assessed by cone-beam CT at implant placement and 6 months.
Results: Forty-five enrolled patients completed the study. All treatment modalities showed improvements in gingival and bone parameters, with the connective tissue graft consistently demonstrating the greatest gains. The median keratinized tissue width increased to 4.00 mm in the Connective Tissue Graft group, slightly higher than the Fascial Lata Allograft and Platelet-Rich Fibrin groups (3.75 mm). Gingival thickness showed significant increases in all groups, with the Connective Tissue Graft reaching 2.15 mm, followed by Fascia Lata Allograft (1.80 mm) and Platelet-Rich Fibrin (1.55 mm). Labial bone thickness also increased, with the Connective Tissue Graft achieving the highest mean value of 2.300 mm, and after 6 months, significant gains were observed in both this group (p = 0.032) and in the Platelet-Rich Fibrin group (p = 0.044), while Fascia Lata Allograft showed a smaller, non-significant increase.
Conclusions: Both fascia lata allograft (FLA) and PRF improved peri-implant soft tissue parameters, however the connective tissue graft (CTG) remains the gold standard for achieving the greatest thickness and best aesthetic results. FLA is a promising alternative that avoids a second surgical site with comparable outcomes, whereas PRF offers faster healing but lacks the volume necessary for significant tissue modification.
{"title":"Comparative efficacy of fascia lata allograft, platelet-rich fibrin, and connective tissue graft for peri-implant soft tissue augmentation: a randomized controlled clinical trial.","authors":"Ahmed Mohamed Elhadidy, Hala H Hazzaa, Ahmed Mohamed Ali Elgendy, Enas Ahmed Elgendy","doi":"10.1186/s12903-026-09589-5","DOIUrl":"10.1186/s12903-026-09589-5","url":null,"abstract":"<p><strong>Background: </strong>Adequate peri-implant soft tissue thickness and keratinized mucosa width are crucial for implant health and aesthetics. Autogenous subepithelial connective tissue grafts (CTG) are the gold-standard for augmenting thin biotypes, but they require a second surgical site. This trial evaluated whether a human fascia lata allograft (FLA) or platelet-rich fibrin (PRF) membrane could comparably enhance peri-implant soft tissue phenotype and serve as less invasive alternatives of CTG.</p><p><strong>Methods: </strong>Forty-five patients with a thin gingival phenotype (≤ 1 mm thickness) requiring upper anterior implant were randomly assigned to receive soft tissue augmentation with either (1) FLA allograft, (2) PRF membrane, or (3) CTG (control). Interventions were applied concurrently with implant placement in a standardized manner. Gingival thickness (GT) and keratinized tissue width (KTW) were measured at baseline and 6 months using transgingival probing and clinical indices. Labial bone thickness was assessed by cone-beam CT at implant placement and 6 months.</p><p><strong>Results: </strong>Forty-five enrolled patients completed the study. All treatment modalities showed improvements in gingival and bone parameters, with the connective tissue graft consistently demonstrating the greatest gains. The median keratinized tissue width increased to 4.00 mm in the Connective Tissue Graft group, slightly higher than the Fascial Lata Allograft and Platelet-Rich Fibrin groups (3.75 mm). Gingival thickness showed significant increases in all groups, with the Connective Tissue Graft reaching 2.15 mm, followed by Fascia Lata Allograft (1.80 mm) and Platelet-Rich Fibrin (1.55 mm). Labial bone thickness also increased, with the Connective Tissue Graft achieving the highest mean value of 2.300 mm, and after 6 months, significant gains were observed in both this group (p = 0.032) and in the Platelet-Rich Fibrin group (p = 0.044), while Fascia Lata Allograft showed a smaller, non-significant increase.</p><p><strong>Conclusions: </strong>Both fascia lata allograft (FLA) and PRF improved peri-implant soft tissue parameters, however the connective tissue graft (CTG) remains the gold standard for achieving the greatest thickness and best aesthetic results. FLA is a promising alternative that avoids a second surgical site with comparable outcomes, whereas PRF offers faster healing but lacks the volume necessary for significant tissue modification.</p>","PeriodicalId":9072,"journal":{"name":"BMC Oral Health","volume":"26 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2026-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13491690/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148787964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-08-20DOI: 10.1186/s12903-026-09571-1
Khadijah Ahmed Sadek, Sybel Mokhtar Mahmoud Moussa, Ahmed Mostafa Mobarak
Background: The aim of the study was to compare the time required for complete removal of overextended root canal filling in lower premolar teeth using two different rotary file systems; ProTaper Universal Retreatment (PTUR) system, XP-endo Retreatment (XPER) system versus manual Hedstrom (H-Files).
Methods: Thirty-six extracted permanent mandibular premolars with single canal were set to a standard length of 19 mm and prepared beyond the apical foramen by 3 mm up to F2 file of the ProTaper Gold system. Overextended obturation was performed by a size (25/08) gutta-percha and AH-Plus sealer using cold lateral condensation technique. Teeth were left for 7 days to ensure complete setting of sealer, then divided into 3 groups (n = 12) according to the gutta-percha removal method (Group Ι: H-Files, Group ΙΙ: PTUR, Group ΙΙΙ: XPER (XP-endo Shaper (XPES) + XP-endo Finisher R (XPEF-R)). Time taken was recorded and statistically analyzed.
Results: The XPER technique showed a statistically significant reduction in the time taken to remove the overextended gutta-percha compared to H-files and PTUR groups (P < .05), with the XPER group showing the shortest time, followed by PTUR, and then H-files.
Conclusions: XPER technique was significantly faster in removing the experimentally overextended gutta-percha than H-files and PTUR files, demonstrating superior procedural time efficiency.
{"title":"Removal of overextended root canal filling beyond the apex in lower premolar teeth using two different retreatment rotary files versus manual files: a comparative in vitro study.","authors":"Khadijah Ahmed Sadek, Sybel Mokhtar Mahmoud Moussa, Ahmed Mostafa Mobarak","doi":"10.1186/s12903-026-09571-1","DOIUrl":"10.1186/s12903-026-09571-1","url":null,"abstract":"<p><strong>Background: </strong>The aim of the study was to compare the time required for complete removal of overextended root canal filling in lower premolar teeth using two different rotary file systems; ProTaper Universal Retreatment (PTUR) system, XP-endo Retreatment (XPER) system versus manual Hedstrom (H-Files).</p><p><strong>Methods: </strong>Thirty-six extracted permanent mandibular premolars with single canal were set to a standard length of 19 mm and prepared beyond the apical foramen by 3 mm up to F2 file of the ProTaper Gold system. Overextended obturation was performed by a size (25/08) gutta-percha and AH-Plus sealer using cold lateral condensation technique. Teeth were left for 7 days to ensure complete setting of sealer, then divided into 3 groups (n = 12) according to the gutta-percha removal method (Group Ι: H-Files, Group ΙΙ: PTUR, Group ΙΙΙ: XPER (XP-endo Shaper (XPES) + XP-endo Finisher R (XPEF-R)). Time taken was recorded and statistically analyzed.</p><p><strong>Results: </strong>The XPER technique showed a statistically significant reduction in the time taken to remove the overextended gutta-percha compared to H-files and PTUR groups (P < .05), with the XPER group showing the shortest time, followed by PTUR, and then H-files.</p><p><strong>Conclusions: </strong>XPER technique was significantly faster in removing the experimentally overextended gutta-percha than H-files and PTUR files, demonstrating superior procedural time efficiency.</p>","PeriodicalId":9072,"journal":{"name":"BMC Oral Health","volume":"26 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2026-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13491752/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148788078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-08-20DOI: 10.1186/s12903-026-09539-1
Philipp Schnegelsberg, Nikola Sophie Ortner, Peter Proff, Svenja Beisel-Memmert, Theodosia Bartzela, Eva Paddenberg-Schubert, Erika Calvano Küchler, Christian Kirschneck
Background: Previous studies have reported differences in the prevalence of tooth agenesis according to sagittal skeletal discrepancies, while third molars have often not been considered. The aim of the present study was to investigate the association between third molar agenesis and sagittal skeletal discrepancies.
Methods: This cross-sectional study comprised 484 orthodontic patients. Pre-orthodontic lateral cephalometric radiographs were digitally analyzed using OnyxCeph³. SNA, SNB, and ANB angles were determined, and the skeletal classification based on ANB was performed as Class I, Class II, and Class III. In addition, sagittal jaw positions were classified as retrognathic, orthognathic, or prognathic. Third molar agenesis was evaluated on panoramic radiographs. The control group consisted exclusively of individuals with a complete permanent dentition of 32 teeth. Statistical analysis was performed at α = 0.05.
Results: A total 244 females and 240 males were included: 216 patients had skeletal Class I malocclusion, 201 had skeletal Class II malocclusion, and 67 had skeletal Class III malocclusion. A total of 117 patients had third molar agenesis. Patients with skeletal Class III malocclusion showed a higher prevalence of third molar agenesis (total) (p = 0.0086) and a higher prevalence of maxillary third molar agenesis (p = 0.0003). The number of missing third molars ranged from 1 to 4, and a statistically significant difference was observed, with patients with skeletal Class III malocclusion showing a higher number of missing third molars compared with patients with skeletal Class II malocclusion (p = 0.0309) and skeletal Class I malocclusion (p = 0.0432). Logistic regression analysis was performed, in which gender and age were included in the model as covariates showed that Skeletal class III malocclusion remained associated with third molar agenesis (p < 0.05).
Conclusion: Third molar agenesis was significantly more prevalent in patients with skeletal Class III malocclusion.
{"title":"Association between third molar agenesis and sagittal skeletal discrepancies in an orthodontic patient population.","authors":"Philipp Schnegelsberg, Nikola Sophie Ortner, Peter Proff, Svenja Beisel-Memmert, Theodosia Bartzela, Eva Paddenberg-Schubert, Erika Calvano Küchler, Christian Kirschneck","doi":"10.1186/s12903-026-09539-1","DOIUrl":"10.1186/s12903-026-09539-1","url":null,"abstract":"<p><strong>Background: </strong>Previous studies have reported differences in the prevalence of tooth agenesis according to sagittal skeletal discrepancies, while third molars have often not been considered. The aim of the present study was to investigate the association between third molar agenesis and sagittal skeletal discrepancies.</p><p><strong>Methods: </strong>This cross-sectional study comprised 484 orthodontic patients. Pre-orthodontic lateral cephalometric radiographs were digitally analyzed using OnyxCeph³. SNA, SNB, and ANB angles were determined, and the skeletal classification based on ANB was performed as Class I, Class II, and Class III. In addition, sagittal jaw positions were classified as retrognathic, orthognathic, or prognathic. Third molar agenesis was evaluated on panoramic radiographs. The control group consisted exclusively of individuals with a complete permanent dentition of 32 teeth. Statistical analysis was performed at α = 0.05.</p><p><strong>Results: </strong>A total 244 females and 240 males were included: 216 patients had skeletal Class I malocclusion, 201 had skeletal Class II malocclusion, and 67 had skeletal Class III malocclusion. A total of 117 patients had third molar agenesis. Patients with skeletal Class III malocclusion showed a higher prevalence of third molar agenesis (total) (p = 0.0086) and a higher prevalence of maxillary third molar agenesis (p = 0.0003). The number of missing third molars ranged from 1 to 4, and a statistically significant difference was observed, with patients with skeletal Class III malocclusion showing a higher number of missing third molars compared with patients with skeletal Class II malocclusion (p = 0.0309) and skeletal Class I malocclusion (p = 0.0432). Logistic regression analysis was performed, in which gender and age were included in the model as covariates showed that Skeletal class III malocclusion remained associated with third molar agenesis (p < 0.05).</p><p><strong>Conclusion: </strong>Third molar agenesis was significantly more prevalent in patients with skeletal Class III malocclusion.</p>","PeriodicalId":9072,"journal":{"name":"BMC Oral Health","volume":"26 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2026-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13495442/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148787948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-08-20DOI: 10.1186/s12903-026-09530-w
Alaa Mostafa AboRas, Ahmed Ismail Taha, Nourhan Ahmed Ragheb
Background: Screw loosening and implant-abutment interface (IAI) are critical for the long-term success of implant-supported restorations. This study aimed to evaluate the effect of abutment manufacturing technique on reverse torque values and micro-gap measurements at the implant-abutment interface.
Methods: Thirty dental implant-abutment-crown complexes (Implance, Verdent, Turkey) were randomly allocated into three groups (n = 10 each) based on the abutment manufacturing technique: Group I-prefabricated titanium abutments (manufacturer-supplied, Implance, Verdent, Turkey; titanium grade 5); Group II-CAD-CAM-milled titanium abutments; Group III-3D-printed titanium abutments (Selective Laser Melting, SLM). All abutments featured an internal hexagonal connection with platform switching. All crown abutments were tightened to 25 Ncm and subjected to cyclic loading (100 N, 1.6 Hz, 250,000 cycles). Removal torque was measured before and after loading. Micro-gaps at the implant-abutment and abutment-screw interfaces were evaluated using scanning electron microscopy (SEM). Statistical analysis was performed using One-Way ANOVA with Tukey's Post Hoc test for reverse torque and the Kruskal-Wallis test for gap measurements (α = 0.05).
Results: After cyclic loading, the 3D-printed (SLM) abutments exhibited significantly higher reverse torque values (11.08 ± 0.11 Ncm) compared to CAD-CAM-milled abutments (6.40 ± 0.79 Ncm) (P < 0.001). Prefabricated abutments demonstrated the highest post-loading torque values (13.31 ± 0.31 Ncm). All intragroup comparisons showed statistically significant reductions from baseline (P < 0.0001). No significant difference was found in implant-abutment interface gaps among groups (P = 0.105).
Conclusion: Within the limitations of this study, prefabricated abutments demonstrated the highest reverse torque values after cyclic loading. 3D-printed abutments showed significantly greater resistance to torque loss compared to CAD-CAM-milled abutments, approaching the performance of prefabricated abutments. The implant-abutment fit was comparable across groups, suggesting that connection design may be more influential than manufacturing method for macroscopic fit. 3D-printed titanium abutments demonstrated significantly greater mechanical stability than CAD-CAM-milled abutments, approaching the performance of the gold-standard prefabricated abutments. This suggests that additive manufacturing may offer a clinically viable alternative to milling when both customization and mechanical integrity are required. However, clinical studies are needed to confirm these in vitro findings.
{"title":"The impact of abutment manufacturing techniques on reverse torque after cyclic loading and implant-abutment interface fitting: an in vitro study.","authors":"Alaa Mostafa AboRas, Ahmed Ismail Taha, Nourhan Ahmed Ragheb","doi":"10.1186/s12903-026-09530-w","DOIUrl":"10.1186/s12903-026-09530-w","url":null,"abstract":"<p><strong>Background: </strong>Screw loosening and implant-abutment interface (IAI) are critical for the long-term success of implant-supported restorations. This study aimed to evaluate the effect of abutment manufacturing technique on reverse torque values and micro-gap measurements at the implant-abutment interface.</p><p><strong>Methods: </strong>Thirty dental implant-abutment-crown complexes (Implance, Verdent, Turkey) were randomly allocated into three groups (n = 10 each) based on the abutment manufacturing technique: Group I-prefabricated titanium abutments (manufacturer-supplied, Implance, Verdent, Turkey; titanium grade 5); Group II-CAD-CAM-milled titanium abutments; Group III-3D-printed titanium abutments (Selective Laser Melting, SLM). All abutments featured an internal hexagonal connection with platform switching. All crown abutments were tightened to 25 Ncm and subjected to cyclic loading (100 N, 1.6 Hz, 250,000 cycles). Removal torque was measured before and after loading. Micro-gaps at the implant-abutment and abutment-screw interfaces were evaluated using scanning electron microscopy (SEM). Statistical analysis was performed using One-Way ANOVA with Tukey's Post Hoc test for reverse torque and the Kruskal-Wallis test for gap measurements (α = 0.05).</p><p><strong>Results: </strong>After cyclic loading, the 3D-printed (SLM) abutments exhibited significantly higher reverse torque values (11.08 ± 0.11 Ncm) compared to CAD-CAM-milled abutments (6.40 ± 0.79 Ncm) (P < 0.001). Prefabricated abutments demonstrated the highest post-loading torque values (13.31 ± 0.31 Ncm). All intragroup comparisons showed statistically significant reductions from baseline (P < 0.0001). No significant difference was found in implant-abutment interface gaps among groups (P = 0.105).</p><p><strong>Conclusion: </strong>Within the limitations of this study, prefabricated abutments demonstrated the highest reverse torque values after cyclic loading. 3D-printed abutments showed significantly greater resistance to torque loss compared to CAD-CAM-milled abutments, approaching the performance of prefabricated abutments. The implant-abutment fit was comparable across groups, suggesting that connection design may be more influential than manufacturing method for macroscopic fit. 3D-printed titanium abutments demonstrated significantly greater mechanical stability than CAD-CAM-milled abutments, approaching the performance of the gold-standard prefabricated abutments. This suggests that additive manufacturing may offer a clinically viable alternative to milling when both customization and mechanical integrity are required. However, clinical studies are needed to confirm these in vitro findings.</p>","PeriodicalId":9072,"journal":{"name":"BMC Oral Health","volume":"26 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2026-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13491918/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148788050","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-08-19DOI: 10.1186/s12903-026-09605-8
Rui Dong, Han Wu, Feifei Jin, Qiqi Yang, Tongzhuo Chu, Hui Song
<p><strong>Background: </strong>Attention-deficit/hyperactivity disorder (ADHD) is the second most prevalent chronic pediatric condition worldwide. Its core ADHD symptoms-inattention, hyperactivity, and impulsivity-impair oral hygiene behaviors, and first-line medications such as methylphenidate may further increase oral disease risk. However, systematic epidemiological data on oral health status of children with ADHD remain limited in China. This study aimed to investigate oral health status of children with ADHD and identify factors associated with adverse oral health outcomes in this population.</p><p><strong>Methods: </strong>This case-control study included 130 children with ADHD and 143 age-matched healthy controls (6-12 years old) recruited from Dezhou Maternal and Child Health Hospital, Shandong Province, China, between July and December 2025. Oral examinations assessed dental caries (using the DMFT index for permanent teeth and dmft index for primary teeth, collectively reflecting the mixed-dentition caries burden), caries activity (Cariostat), periodontal status (Plaque Index [PI], Modified Gingival Index [MGI]), malocclusion, and dental trauma. Parent-reported questionnaires collected data on oral health behaviors, socioeconomic characteristics, and medication use. Between-group differences were analyzed using the Mann-Whitney U test, chi-square test, and Fisher exact test. Multivariate logistic regression with backward likelihood ratio selection was used to examine factors associated with adverse oral outcomes after adjusting for confounders. The English versions of the questionnaires are provided in Supplementary Files 1 and 2.</p><p><strong>Results: </strong>The ADHD group had significantly higher overall dental caries prevalence (80.77% vs. 52.45%, P < 0.001), higher median DMFT+dmft scores (3 vs. 1, P < 0.001), higher plaque index (PI) scores (2 vs. 1, P < 0.001), higher modified gingival index (MGI) scores (2 vs. 1, P < 0.001), and higher Cariostat values (P < 0.0001) than the control group. In contrast, the fissure sealant rate was significantly lower in the ADHD group (6.15% vs. 47.29%, P < 0.001). Multivariate analysis showed that methylphenidate use (adjusted odds ratios [aOR] = 39.65, 95% CI: 15.79-271, P < 0.001) and frequent candy consumption (aOR = 84.54, 95% CI: 12.2-584, P < 0.001) were associated with higher odds of dental caries in the adjusted model. In contrast, a higher parental education level (college degree or above) was associated with lower odds of dental caries (aOR = 0.10, 95% CI: 0.014-0.684, P = 0.019). Perfunctory toothbrushing (aOR = 8.78, 95% CI: 3.12-24.71, P < 0.001) was associated with higher odds of poor oral hygiene (PI ≥ 2), whereas higher household income (aOR = 0.29, 95% CI: 0.12-0.74, P = 0.009) and twice-daily toothbrushing (aOR = 0.14, 95% CI: 0.05-0.43, P = 0.001) were associated with lower odds of poor oral hygiene (PI ≥ 2). For gingivitis (MGI ≥ 2), higher household income (aOR = 0.33, 95%
背景:注意缺陷/多动障碍(ADHD)是全球第二常见的慢性儿科疾病。ADHD的核心症状——注意力不集中、多动和冲动——会损害口腔卫生行为,而哌醋甲酯等一线药物可能进一步增加口腔疾病的风险。然而,关于ADHD儿童口腔健康状况的系统流行病学数据在中国仍然有限。本研究旨在调查ADHD儿童的口腔健康状况,并确定与该人群口腔健康不良结果相关的因素。方法:本病例对照研究纳入了2025年7月至12月在中国山东省德州市妇幼保健院招募的130例ADHD儿童和143例年龄匹配的健康对照(6-12岁)。口腔检查评估了龋齿(使用恒牙DMFT指数和乳牙DMFT指数,共同反映了混合牙列的龋齿负担)、龋齿活动(Cariostat)、牙周状况(菌斑指数[PI]、改良牙龈指数[MGI])、错牙合和牙外伤。父母报告的问卷收集了有关口腔健康行为、社会经济特征和药物使用的数据。组间差异分析采用Mann-Whitney U检验、卡方检验和Fisher精确检验。在调整混杂因素后,使用反向似然比选择的多因素logistic回归来检查与不良口腔结局相关的因素。问卷的英文本载于补充文件1和2。结果:ADHD组整体龋患病率明显高于ADHD组(80.77% vs. 52.45%, P
{"title":"Oral health status and associated influencing factors in children with attention-deficit/hyperactivity disorder: a case-control study.","authors":"Rui Dong, Han Wu, Feifei Jin, Qiqi Yang, Tongzhuo Chu, Hui Song","doi":"10.1186/s12903-026-09605-8","DOIUrl":"10.1186/s12903-026-09605-8","url":null,"abstract":"<p><strong>Background: </strong>Attention-deficit/hyperactivity disorder (ADHD) is the second most prevalent chronic pediatric condition worldwide. Its core ADHD symptoms-inattention, hyperactivity, and impulsivity-impair oral hygiene behaviors, and first-line medications such as methylphenidate may further increase oral disease risk. However, systematic epidemiological data on oral health status of children with ADHD remain limited in China. This study aimed to investigate oral health status of children with ADHD and identify factors associated with adverse oral health outcomes in this population.</p><p><strong>Methods: </strong>This case-control study included 130 children with ADHD and 143 age-matched healthy controls (6-12 years old) recruited from Dezhou Maternal and Child Health Hospital, Shandong Province, China, between July and December 2025. Oral examinations assessed dental caries (using the DMFT index for permanent teeth and dmft index for primary teeth, collectively reflecting the mixed-dentition caries burden), caries activity (Cariostat), periodontal status (Plaque Index [PI], Modified Gingival Index [MGI]), malocclusion, and dental trauma. Parent-reported questionnaires collected data on oral health behaviors, socioeconomic characteristics, and medication use. Between-group differences were analyzed using the Mann-Whitney U test, chi-square test, and Fisher exact test. Multivariate logistic regression with backward likelihood ratio selection was used to examine factors associated with adverse oral outcomes after adjusting for confounders. The English versions of the questionnaires are provided in Supplementary Files 1 and 2.</p><p><strong>Results: </strong>The ADHD group had significantly higher overall dental caries prevalence (80.77% vs. 52.45%, P < 0.001), higher median DMFT+dmft scores (3 vs. 1, P < 0.001), higher plaque index (PI) scores (2 vs. 1, P < 0.001), higher modified gingival index (MGI) scores (2 vs. 1, P < 0.001), and higher Cariostat values (P < 0.0001) than the control group. In contrast, the fissure sealant rate was significantly lower in the ADHD group (6.15% vs. 47.29%, P < 0.001). Multivariate analysis showed that methylphenidate use (adjusted odds ratios [aOR] = 39.65, 95% CI: 15.79-271, P < 0.001) and frequent candy consumption (aOR = 84.54, 95% CI: 12.2-584, P < 0.001) were associated with higher odds of dental caries in the adjusted model. In contrast, a higher parental education level (college degree or above) was associated with lower odds of dental caries (aOR = 0.10, 95% CI: 0.014-0.684, P = 0.019). Perfunctory toothbrushing (aOR = 8.78, 95% CI: 3.12-24.71, P < 0.001) was associated with higher odds of poor oral hygiene (PI ≥ 2), whereas higher household income (aOR = 0.29, 95% CI: 0.12-0.74, P = 0.009) and twice-daily toothbrushing (aOR = 0.14, 95% CI: 0.05-0.43, P = 0.001) were associated with lower odds of poor oral hygiene (PI ≥ 2). For gingivitis (MGI ≥ 2), higher household income (aOR = 0.33, 95%","PeriodicalId":9072,"journal":{"name":"BMC Oral Health","volume":"26 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2026-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13526303/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148857074","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-08-18DOI: 10.1186/s12903-026-09623-6
Mehmet Özsan, İsa Temur, Katibe Tuğçe Temur, Andaç Batur Çolak
Background: Preterm prelabor rupture of membranes (PPROM) is a multifactorial obstetric complication that contributes significantly to neonatal morbidity and mortality. Recent evidence suggests that systemic inflammation and periodontal health are critical determinants in the etiology of PPROM. However, conventional predictive methods often fail to integrate multidomain data for early risk assessment. This study aimed to develop an ANN-based model to classify PPROM status by integrating hematological inflammatory markers, periodontal indices, and maternal behavioral factors.
Methods: A multilayer perceptron (MLP)-based artificial neural network (ANN) model was developed using data from 149 women (70 PPROM, 79 controls) and 24 input variables. Hematological parameters were derived from routine clinical blood tests obtained during late pregnancy or at hospital admission prior to delivery, while oral and periodontal indices were assessed within 24 h postpartum. Discriminative performance was evaluated using receiver operating characteristic (ROC) analysis (AUC, sensitivity, specificity), and mean squared error (MSE) was used as the training loss function.
Results: The ANN model demonstrated high predictive performance with an MSE of 0.049, an R2 value of 0.82, and an average deviation rate of -0.003%. These results indicate strong internal accuracy and suggest potential for generalizability. The model successfully captured complex, nonlinear relationships among biological and behavioral variables influencing PPROM risk.
Conclusions: This study presents an interdisciplinary ANN framework integrating hematological, periodontal, and behavioral variables for delivery-period PPROM classification. The findings established in this study are characterized as associative given the postpartum collection of periodontal data, necessitating future prospective validation for clinical translation.
{"title":"Classification model of preterm prelabor rupture of membranes risk using an artificial neural network model based on hematological, dental, and periodontal markers.","authors":"Mehmet Özsan, İsa Temur, Katibe Tuğçe Temur, Andaç Batur Çolak","doi":"10.1186/s12903-026-09623-6","DOIUrl":"10.1186/s12903-026-09623-6","url":null,"abstract":"<p><strong>Background: </strong>Preterm prelabor rupture of membranes (PPROM) is a multifactorial obstetric complication that contributes significantly to neonatal morbidity and mortality. Recent evidence suggests that systemic inflammation and periodontal health are critical determinants in the etiology of PPROM. However, conventional predictive methods often fail to integrate multidomain data for early risk assessment. This study aimed to develop an ANN-based model to classify PPROM status by integrating hematological inflammatory markers, periodontal indices, and maternal behavioral factors.</p><p><strong>Methods: </strong>A multilayer perceptron (MLP)-based artificial neural network (ANN) model was developed using data from 149 women (70 PPROM, 79 controls) and 24 input variables. Hematological parameters were derived from routine clinical blood tests obtained during late pregnancy or at hospital admission prior to delivery, while oral and periodontal indices were assessed within 24 h postpartum. Discriminative performance was evaluated using receiver operating characteristic (ROC) analysis (AUC, sensitivity, specificity), and mean squared error (MSE) was used as the training loss function.</p><p><strong>Results: </strong>The ANN model demonstrated high predictive performance with an MSE of 0.049, an R<sup>2</sup> value of 0.82, and an average deviation rate of -0.003%. These results indicate strong internal accuracy and suggest potential for generalizability. The model successfully captured complex, nonlinear relationships among biological and behavioral variables influencing PPROM risk.</p><p><strong>Conclusions: </strong>This study presents an interdisciplinary ANN framework integrating hematological, periodontal, and behavioral variables for delivery-period PPROM classification. The findings established in this study are characterized as associative given the postpartum collection of periodontal data, necessitating future prospective validation for clinical translation.</p>","PeriodicalId":9072,"journal":{"name":"BMC Oral Health","volume":"26 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2026-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13531878/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148863599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}