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Transdentinal effects of flavonoid-based primers applied to caries-affected dentin on pulp cells. 黄酮类引物对龋病牙本质对牙髓细胞的影响。
IF 3.1 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-12-08 DOI: 10.1007/s00784-025-06693-8
Beatriz Ometto Sahadi, Igor Paulino Mendes Soares, Chloe Gifford, Caroline Anselmi, Josimeri Hebling, Marcelo Giannini, Marco C Bottino

Objective: To examine the transdentinal response of odontoblast-like cells (MDPC-23), dental pulp stem cells (DPSC), and macrophages to flavonoid-based primers applied to caries-affected dentin.

Materials and methods: Primers were prepared from 20 mM of Naringin, Kaempferol, or Baicalein in 20% ethanol. Caries-affected dentin discs (N = 56) were produced using a microcosm biofilm model and mounted in artificial pulp chambers with MDPC-23 cells seeded on the pulp side. Occlusal surfaces (n = 8) were etched with 35% phosphoric acid, rinsed, and blot-dried, followed by application of ultrapure water (negative control, NC), 20% ethanol (solvent control, SC), flavonoid primers, or 29% hydrogen peroxide (positive control, PC). After 24 h, cell viability and morphology (scanning electron microscopy, SEM) were evaluated. Extracts obtained by transdentinal diffusion were applied to DPSC and MDPC-23 cells for up to 7 days to assess cell viability and mineralization, and to macrophages (RAW 264.7) for reactive oxygen species (ROS) production. Data were analyzed using ANOVA and Sidak's test (α = 5%).

Results: None of the flavonoid primers reduced MDPC-23 viability, while PC and phosphoric acid showed significant differences from NC. SEM images revealed altered cell morphology in acid-etched groups. After 7 days, primers slightly increased DPSC viability, maintained MDPC-23 viability, promoted mineralization, and reduced ROS.

Conclusions: Flavonoid-based primers applied to caries-affected dentin were non-cytotoxic, stimulated mineralization in pulp cells, and lowered oxidative stress in macrophages.

Clinical relevance: Flavonoid primers could support pulp health during dentin pretreatment, providing a conservative strategy for managing caries-affected dentin and reducing the risk of pulp irritation.

目的:观察成牙细胞样细胞(MDPC-23)、牙髓干细胞(DPSC)和巨噬细胞对黄酮类引物对龋损牙本质的反应。材料与方法:以柚皮苷、山奈酚、黄芩苷为原料,用20%乙醇溶液分别制备20 mM引物。采用微型生物膜模型制作受龋影响的牙本质盘(N = 56),并在牙髓侧植入MDPC-23细胞,安装在人工牙髓腔内。咬合表面(n = 8)用35%磷酸蚀刻、冲洗、斑点干燥,然后应用超纯水(阴性对照,NC)、20%乙醇(溶剂对照,SC)、类黄酮引物或29%过氧化氢(阳性对照,PC)。24 h后,观察细胞活力和形态(扫描电镜)。经牙髓扩散获得的提取物应用于DPSC和MDPC-23细胞长达7天,以评估细胞活力和矿化,并应用于巨噬细胞(RAW 264.7)以产生活性氧(ROS)。数据分析采用方差分析和Sidak检验(α = 5%)。结果:所有类黄酮引物均未降低MDPC-23活性,而PC和磷酸与NC差异显著。扫描电镜图像显示酸蚀组细胞形态改变。7天后,引物略微提高DPSC活力,维持MDPC-23活力,促进矿化,降低ROS。结论:黄酮类引物对龋损牙本质无细胞毒性,可刺激牙髓细胞矿化,降低巨噬细胞氧化应激。临床意义:黄酮类引物可以在牙本质预处理过程中支持牙本质健康,为治疗龋齿影响的牙本质提供了一种保守的策略,降低了牙本质刺激的风险。
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引用次数: 0
Development of a cycling protocol for the in vitro assessment of enamel erosion and the effect of a fluoridated mouthrinse containing micrometric- and nano-sized trimetaphosphate on erosion prevention. 制定牙釉质侵蚀体外评估循环方案,以及含有微米和纳米尺寸三甲基磷酸盐的含氟漱口水对预防侵蚀的影响。
IF 3.1 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-12-06 DOI: 10.1007/s00784-025-06644-3
Jorge Orlando Francisco Cuéllar-Mansilla, Juliano Pelim Pessan, Diego Felipe Mardegan Gonçalves, Marcelle Danelon, Lucas Fernando de Oliveira Tomás Ferraresso, Thayse Yumi Hosida, Caio Sampaio, Alberto Carlos Botazzo Delbem

Objectives: To develop a cycling protocol for the evaluation of enamel erosion and to evaluate the effect of fluoride mouthrinses containing micrometric (TMPm) or nano-sized (TMPn) trimetaphosphate on enamel erosion using an artificial mouth apparatus.

Materials and methods: Fifty-three volunteers with high frequency of acid drink consumption were evaluated for duration and interval between sips, as well as the total drinking time. After standardizing the protocol, bovine enamel blocks (n = 120) were subjected to erosive cycles three times a day and treated with mouthrinses twice a day (1 min): placebo, 100 ppm F, 225 ppm F, 100 ppm F + 0.2% micrometric TMP (100F+TMPm) and 100 ppm F + 0.2% nano-sized TMP (100F+TMPn). The blocks were analyzed by profilometry (µm), surface hardness (KHN) and cross-sectional hardness (ΔKHN) after 1 or 3 days. Data were submitted to two-way ANOVA, followed by Student-Newman-Keuls' test, and Pearson correlation (p < 0.05).

Results: Most volunteers were women (74.4%) with a mean age of 21 years. Among all volunteers, 35.9% preferred to consume juices. Median sip time was 3.4 s, with a pause of 6.4 s and a total drinking time of 1 min and 10 s. Mouthrinses containing TMP maintained significantly higher SH (p < 0.001), with 100F+TMPn showing the lowest ΔKHN among all groups (p < 0.05). After 3 days, placebo produced the greatest enamel wear, SH loss, and ΔKHN, whereas 100F+TMPn achieved the lowest values (p < 0.05).

Conclusions: The protocol developed using an artificial mouth is informative and suitable for studying erosive tooth wear under in vitro conditions. Treatment with mouthrinses containing TMP significantly reduced enamel erosive wear and mineral loss.

Clinical relevance: TMP supplementation in mouthrinses significantly enhances their protective effect against erosive enamel wear.

目的:建立牙釉质侵蚀评估的循环方案,并利用人工口腔装置评估含微米(TMPm)或纳米(TMPn)三磷酸氟漱口水对牙釉质侵蚀的影响。材料与方法:对53名高频率饮用酸性饮料的志愿者进行了持续时间、饮用间隔以及总饮用时间的评估。标准化方案后,牛牙釉质块(n = 120)每天进行三次侵蚀循环,每天两次(1分钟)漱口:安慰剂,100 ppm F, 225 ppm F, 100 ppm F+ 0.2%微米TMP (100F+TMPm)和100 ppm F+ 0.2%纳米TMP (100F+TMPn)。在1天或3天后,用轮廓术(µm)、表面硬度(KHN)和截面硬度(ΔKHN)分析各组块。数据进行双向方差分析,然后进行Student-Newman-Keuls检验和Pearson相关性(p)。结果:大多数志愿者为女性(74.4%),平均年龄为21岁。在所有志愿者中,35.9%的人喜欢喝果汁。中位啜饮时间为3.4 s,停顿时间为6.4 s,总饮饮时间为1分10秒。结论:使用人工口腔开发的方案信息丰富,适用于体外条件下牙齿侵蚀磨损的研究。用含TMP的漱口水治疗可显著减少牙釉质侵蚀磨损和矿物质流失。临床意义:在漱口剂中补充TMP可显著增强其对牙釉质侵蚀磨损的保护作用。
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引用次数: 0
Liquid sodium fluoride versus its hydrogel form for managing postoperative root sensitivity following periodontal flap surgery. 液体氟化钠与水凝胶形式治疗牙周皮瓣术后牙根敏感性的比较
IF 3.1 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-12-05 DOI: 10.1007/s00784-025-06671-0
Vahedeh Sharifi, Ehsan Rafiei, Parisa Ranjbarian, Erfaneh Ghassami, Samin Foroughi Mobarakeh
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引用次数: 0
Marginal bone loss in single implant-retained mandibular overdentures using two different healing protocols and two different types of attachments: A 2-year follow-up of a randomized controlled trial. 采用两种不同愈合方案和两种不同附着体的单种植下颌覆盖义齿的边缘骨丢失:一项为期2年的随机对照试验随访。
IF 3.1 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-12-05 DOI: 10.1007/s00784-025-06617-6
Marwa Abdel Aal, Matthias Kern, Suzy N Naiem, Iman Abdel Wahab Radi, Nouran Abdel Nabi, Amr Ahmed Naguib, Mohamed Sad Chaar

Objectives: "The objective of this randomized control trial is to compare the marginal bone loss (MBL) in single implant-retained mandibular overdentures (SIRMO) retained by two different types of attachments using two healing protocols after a 2-year follow-up.

Materials & methods: SIRMOs were constructed for eighty completely edentulous patients. The latters were randomized based on the healing protocol and the used attachments into 4 equal groups: Submerged healing with ball attachment (BS), submerged with CM-LOC attachment (CS), non-submerged with ball attachment (BN), and non-submerged with CM-LOC (CN). Standardized peri-apical radiographs at baseline, 12 and 24 months were recorded to measure MBL. Comparisons for numerical data were performed using either Mann Whitney-U or Kruskal Wallis tests. Binary and categorical data were compared using chi square test. Significance level was set at p < .05.

Results: During the healing period, 6 implants failed, and 4 drop-outs were recorded. At the second year, 27/34 ball groups and 28/36 CM-LOC groups were recalled, no significant difference between B (0.28 ± 0.44) and C (0.38 ± 0.46) favoring B group (p = .3), and N (0.27 ± 0.39) and S (0.43 ± 0.51) favoring N group (P = .6). MBL revealed no significant difference neither between B and C groups nor between N and S groups.

Conclusion: Both attachments showed physiologically accepted limits of MBL, favoring the non-submerged healing protocol after a 2-year follow-up period.

Clinical relevance: Submerged (S) and Non-submerged (N) protocols could be used for a SIMOR, favoring the N protocol after a 2-year follow-up.

Trial registration number: PACTR20183003085193.

目的:“这项随机对照试验的目的是比较两种不同类型的附着体和两种愈合方案保留的单种植下颌覆盖假牙(SIRMO)在2年随访后的边缘骨丢失(MBL)。材料与方法:对80例全牙无牙患者构建simos。后者根据愈合方案和使用的附着体随机分为4组:浸没愈合的球附着体(BS)、浸没愈合的CM-LOC附着体(CS)、未浸没愈合的球附着体(BN)和未浸没愈合的CM-LOC附着体(CN)。记录基线、12个月和24个月的标准化根尖周x线片以测量MBL。数值数据的比较使用Mann Whitney-U或Kruskal Wallis检验进行。二元资料与分类资料采用卡方检验进行比较。结果:愈合期间种植体失败6例,脱落4例。在第二年,27/34球组和28/36 CM-LOC组被召回,B组(0.28±0.44)和C组(0.38±0.46)之间无显著差异(p =。3)和N(0.27±0.39)和S(0.43±0.51)支持N组(P = 0。6)。MBL在B组与C组、N组与S组之间均无显著差异。结论:经过2年的随访,两个附着体都显示出MBL的生理可接受限度,支持非淹没愈合方案。临床相关性:浸入式(S)和非浸入式(N)方案可用于SIMOR, 2年随访后首选N方案。试验注册号:PACTR20183003085193。
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引用次数: 0
Clinical efficacy of regenerative endodontic treatment in immature permanent teeth with trauma or dens evaginatus: a retrospective cohort study. 再生根管治疗创伤或外翻牙的不成熟恒牙的临床疗效:一项回顾性队列研究。
IF 3.1 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-12-05 DOI: 10.1007/s00784-025-06688-5
Huihui Gao, Hang Yang, Suman Tong, Shuyang Zhang, Le Lu, Shuli Deng
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引用次数: 0
3D intraoral scanner as an auxiliary tool for the diagnosis of dental hard-tissue conditions. 三维口腔内扫描仪作为牙硬组织疾病诊断的辅助工具。
IF 3.1 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-12-05 DOI: 10.1007/s00784-025-06683-w
Astrid C Valdivia Tapia, J Sebastian Lara, E Angeles Martinez-Mier, Giovanna C Denucci, Frank Lippert, George J Eckert, Anderson T Hara

Aim: This in vitro study aimed to compare the direct (visual exam) versus indirect (3D-colored digital images exam) assessments of ICDAS (dental caries), BEWE (erosive tooth wear), and TF (enamel fluorosis lesions) indices performed on the occlusal surfaces of extracted human teeth for the detection and severity differentiation of dental caries, erosive tooth wear, and enamel fluorosis lesions.

Materials and methods: A total of 453 occlusal surfaces from extracted human teeth were mounted on 28 typodont models. Surfaces were examined directly (visual) and indirectly using 3D-coloured intraoral scans (TRIOS 4, 3Shape). Three indices were assessed: International Caries Detection and Assessment System (ICDAS; caries), Basic Erosive Wear Examination (BEWE; erosive tooth wear), and Thylstrup-Fejerskov (TF; fluorosis). Agreement between methods was analysed using weighted kappa statistics and percentage agreement.

Results: Substantial agreement was observed between direct and indirect methods: ICDAS (κ = 0.72, 64%), BEWE (κ = 0.70, 73%), and TF (κ = 0.75, 86%). Early lesions (ICDAS 1-2, BEWE 1) were more frequently misclassified.

Conclusions: 3D-coloured intraoral scanner imaging shows substantial agreement with visual examination for detecting and grading caries, erosive tooth wear, and fluorosis.

Clinical significance: This study supports the use of intraoral scanners as a practical adjunct to visual examination for documentation, education, and potentially remote consultations. Further clinical validation is warranted.

目的:本体外研究旨在比较直接(视觉检查)与间接(3d彩色数字图像检查)对拔除的人牙齿咬合面进行ICDAS(龋齿)、BEWE(牙蚀性磨损)和TF(氟牙釉质病变)指数的评估,以检测龋齿、牙蚀性磨损和氟牙釉质病变并区分其严重程度。材料与方法:将提取的人牙齿共453个咬合面安装在28个牙型模型上。使用3d彩色口腔内扫描(TRIOS 4,3shape)直接(视觉)和间接检查表面。评估3项指标:国际龋齿检测与评估系统(ICDAS;龋齿)、基本蚀牙磨损检查(BEWE;蚀牙磨损)和Thylstrup-Fejerskov (TF;氟中毒)。采用加权kappa统计和一致性百分比分析方法间的一致性。结果:ICDAS法(κ = 0.72, 64%)、BEWE法(κ = 0.70, 73%)和TF法(κ = 0.75, 86%)的直接法和间接法结果基本一致。早期病变(ICDAS 1-2, BEWE 1)更容易被误诊。结论:3d彩色口腔内扫描成像与视觉检查在检测和分级龋齿、糜烂牙磨损和氟中毒方面有很大的一致性。临床意义:本研究支持使用口腔内扫描仪作为视觉检查的实用辅助手段,用于文献记录、教育和潜在的远程咨询。进一步的临床验证是必要的。
{"title":"3D intraoral scanner as an auxiliary tool for the diagnosis of dental hard-tissue conditions.","authors":"Astrid C Valdivia Tapia, J Sebastian Lara, E Angeles Martinez-Mier, Giovanna C Denucci, Frank Lippert, George J Eckert, Anderson T Hara","doi":"10.1007/s00784-025-06683-w","DOIUrl":"10.1007/s00784-025-06683-w","url":null,"abstract":"<p><strong>Aim: </strong>This in vitro study aimed to compare the direct (visual exam) versus indirect (3D-colored digital images exam) assessments of ICDAS (dental caries), BEWE (erosive tooth wear), and TF (enamel fluorosis lesions) indices performed on the occlusal surfaces of extracted human teeth for the detection and severity differentiation of dental caries, erosive tooth wear, and enamel fluorosis lesions.</p><p><strong>Materials and methods: </strong>A total of 453 occlusal surfaces from extracted human teeth were mounted on 28 typodont models. Surfaces were examined directly (visual) and indirectly using 3D-coloured intraoral scans (TRIOS 4, 3Shape). Three indices were assessed: International Caries Detection and Assessment System (ICDAS; caries), Basic Erosive Wear Examination (BEWE; erosive tooth wear), and Thylstrup-Fejerskov (TF; fluorosis). Agreement between methods was analysed using weighted kappa statistics and percentage agreement.</p><p><strong>Results: </strong>Substantial agreement was observed between direct and indirect methods: ICDAS (κ = 0.72, 64%), BEWE (κ = 0.70, 73%), and TF (κ = 0.75, 86%). Early lesions (ICDAS 1-2, BEWE 1) were more frequently misclassified.</p><p><strong>Conclusions: </strong>3D-coloured intraoral scanner imaging shows substantial agreement with visual examination for detecting and grading caries, erosive tooth wear, and fluorosis.</p><p><strong>Clinical significance: </strong>This study supports the use of intraoral scanners as a practical adjunct to visual examination for documentation, education, and potentially remote consultations. Further clinical validation is warranted.</p>","PeriodicalId":10461,"journal":{"name":"Clinical Oral Investigations","volume":"29 12","pages":"605"},"PeriodicalIF":3.1,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12678547/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145676612","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}
引用次数: 0
Dynamic biomechanical simulation of long-term tooth movement in clear aligners extraction treatment through iterative macro-micro cycles. 基于宏-微循环迭代的牙体长期运动动态生物力学模拟。
IF 3.1 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-12-04 DOI: 10.1007/s00784-025-06659-w
Xinwei Lyu, Luxian Chen, Huilin Li, Tian Yang, Siyuan Ma, Liping Liu, Cheng Hu, Wei Kuang, Jiali Tan

Objectives: This study aims to propose an iterative finite element method to simulate and analyze the long-term biomechanical responses during space closure in clear aligner therapy (CAT) extraction treatment.

Materials and methods: A patient-specific FE model was reconstructed from cone beam computed tomography and intraoral scanning. An innovative algorithm has been developed to automate the generation of CA model sequences for subsequent force loading and to enable dynamic simulation through real-time updates of teeth and periodontal ligament (PDL) positions. Each aligner was simulated in 10 iterations ("micro-cycle"), and the full treatment consisted of 30 aligners with 0.25 mm/step ("macro-cycle").

Results: The algorithm achieved complete space closure. In the macro-cycle, torque control gradually escalated as the extraction gap narrowed, leading to a reversal in the direction of root movement of anterior teeth in the 16th aligner. In the micro-cycle, the initial displacement of the anterior teeth accounts for 36% to 65% of the cumulative displacement, with the contact stress initially distributed evenly across the labial surface of the dental crown, gradually concentrating on the labial cervix and lingual incisal sites.

Conclusions: Changes in contact stress led to altered tooth movement, initially tipping and later torque movements during space closure. Cumulative displacements, rather than initial responses, should represent tooth movement tendency.

Clinical relevance: The proposed methods can be integrated into existing clinical software platforms and advance precision treatment planning through biomechanical simulation. Based on the biomechanical results, personalized staging strategies and overcorrection can be made to alleviate side effects.

目的:本研究旨在提出一种迭代有限元方法来模拟和分析清除对准器(clear aligner therapy, CAT)拔牙治疗中间隙闭合过程中的长期生物力学反应。材料和方法:通过锥形束计算机断层扫描和口腔内扫描重建患者特异性FE模型。一种创新的算法已经被开发出来,可以自动生成后续力加载的CA模型序列,并通过实时更新牙齿和牙周韧带(PDL)位置来实现动态模拟。每个矫直器模拟10次迭代(“微循环”),整个治疗包括30个0.25 mm/步的矫直器(“宏循环”)。结果:该算法实现了完全的空间闭合。在宏观周期中,随着拔牙间隙的缩小,扭矩控制逐渐升级,导致第16矫正器前牙牙根运动方向发生逆转。在微周期中,前牙的初始位移占累积位移的36% ~ 65%,接触应力最初均匀分布在牙冠唇面,逐渐集中在唇颈和舌切牙部位。结论:接触应力的改变导致齿的运动发生改变,在间隙闭合过程中出现最初的倾斜和后来的扭矩运动。累积位移,而不是初始反应,应该代表牙齿的运动趋势。临床意义:所提出的方法可以整合到现有的临床软件平台中,通过生物力学模拟推进精准治疗计划。根据生物力学结果,可以制定个性化的分期策略和过度矫正来减轻副作用。
{"title":"Dynamic biomechanical simulation of long-term tooth movement in clear aligners extraction treatment through iterative macro-micro cycles.","authors":"Xinwei Lyu, Luxian Chen, Huilin Li, Tian Yang, Siyuan Ma, Liping Liu, Cheng Hu, Wei Kuang, Jiali Tan","doi":"10.1007/s00784-025-06659-w","DOIUrl":"10.1007/s00784-025-06659-w","url":null,"abstract":"<p><strong>Objectives: </strong>This study aims to propose an iterative finite element method to simulate and analyze the long-term biomechanical responses during space closure in clear aligner therapy (CAT) extraction treatment.</p><p><strong>Materials and methods: </strong>A patient-specific FE model was reconstructed from cone beam computed tomography and intraoral scanning. An innovative algorithm has been developed to automate the generation of CA model sequences for subsequent force loading and to enable dynamic simulation through real-time updates of teeth and periodontal ligament (PDL) positions. Each aligner was simulated in 10 iterations (\"micro-cycle\"), and the full treatment consisted of 30 aligners with 0.25 mm/step (\"macro-cycle\").</p><p><strong>Results: </strong>The algorithm achieved complete space closure. In the macro-cycle, torque control gradually escalated as the extraction gap narrowed, leading to a reversal in the direction of root movement of anterior teeth in the 16th aligner. In the micro-cycle, the initial displacement of the anterior teeth accounts for 36% to 65% of the cumulative displacement, with the contact stress initially distributed evenly across the labial surface of the dental crown, gradually concentrating on the labial cervix and lingual incisal sites.</p><p><strong>Conclusions: </strong>Changes in contact stress led to altered tooth movement, initially tipping and later torque movements during space closure. Cumulative displacements, rather than initial responses, should represent tooth movement tendency.</p><p><strong>Clinical relevance: </strong>The proposed methods can be integrated into existing clinical software platforms and advance precision treatment planning through biomechanical simulation. Based on the biomechanical results, personalized staging strategies and overcorrection can be made to alleviate side effects.</p>","PeriodicalId":10461,"journal":{"name":"Clinical Oral Investigations","volume":"29 12","pages":"600"},"PeriodicalIF":3.1,"publicationDate":"2025-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145667312","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}
引用次数: 0
Accuracy of deep learning-based AI models for early caries lesion detection: the influence of annotation quality and reference choice. 基于深度学习的人工智能模型早期龋齿检测的准确性:注释质量和参考文献选择的影响
IF 3.1 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-12-04 DOI: 10.1007/s00784-025-06672-z
Ricardo E Gonzalez-Valenzuela, Pascal Mettes, Bruno G Loos, Henk Marquering, Erwin Berkhout

Objectives: The objective of this study is to assess how different annotation methods used during AI model training affect the accuracy of early caries lesion detection, and how the choice of the evaluation reference standard leads to significant differences in assessing AI models' outcomes.

Clinical relevance: AI-based tools for caries detection are becoming common in dentistry. This study shows that how these models are evaluated can significantly impact perceived performance. Clinicians and developers should ensure that evaluation standards are independent and clinically relevant to avoid overestimating AI's diagnostic abilities and to build trust for real-world use and regulatory approval.

Methods: Multiple AI caries lesion segmentation models were trained on the ACTA-DIRECT dataset using annotations from (1) single dentists, (2) aggregated strategies (majority vote, consensus meetings, STAPLE), and (3) micro-CT-based methods. Model accuracy was evaluated using two approaches: (1) comparison against micro-CT-based annotations and (2) comparison against the training-matched annotations. Statistical significance of differences in model diagnostic accuracy across annotation strategies was assessed using the McNemar test.

Results: There was no statistically significant difference in diagnostic accuracy among AI models when compared to micro-CT-based annotations. However, the diagnostic accuracy was considered statistically significantly higher when the results of the AI models were evaluated with the training-matched annotations.

Conclusion: Our findings indicate a strong influence of reference standards on AI model evaluation. While annotation strategies during training did not significantly affect AI accuracy in caries lesion segmentation, evaluation was subject to bias when models were tested against different reference standards. CLINICAL RELEVANCE : AI-based tools for caries detection are becoming common in dentistry. This study shows that how these models are evaluated can significantly impact perceived performance. Clinicians and developers should ensure that evaluation standards are independent and clinically relevant to avoid overestimating AI's diagnostic abilities and to build trust for real-world use and regulatory approval.

目的:本研究的目的是评估人工智能模型训练中使用的不同标注方法对早期龋病检测的准确性的影响,以及评估参考标准的选择如何导致评估人工智能模型结果的显着差异。临床相关性:基于人工智能的龋齿检测工具在牙科领域正变得越来越普遍。本研究表明,如何评估这些模型可以显著影响感知性能。临床医生和开发人员应确保评估标准的独立性和临床相关性,以避免高估人工智能的诊断能力,并为现实世界的使用和监管部门的批准建立信任。方法:在ACTA-DIRECT数据集上使用来自(1)单个牙医、(2)聚合策略(多数投票、共识会议、STAPLE)和(3)基于micro- ct的方法的注释来训练多个AI龋齿损伤分割模型。通过两种方法评估模型的准确性:(1)与基于微ct的注释进行比较;(2)与训练匹配的注释进行比较。使用McNemar检验评估不同注释策略的模型诊断准确性差异的统计显著性。结果:与基于micro- ct的注释相比,AI模型的诊断准确率无统计学差异。然而,当使用训练匹配的注释评估人工智能模型的结果时,诊断准确性被认为在统计学上显着提高。结论:我们的研究结果表明参考标准对人工智能模型评价有很大的影响。虽然训练过程中的标注策略对人工智能龋齿病灶分割的准确性没有显著影响,但在不同参考标准下对模型进行测试时,评估结果存在偏差。临床意义:基于人工智能的龋齿检测工具在牙科领域变得越来越普遍。本研究表明,如何评估这些模型可以显著影响感知性能。临床医生和开发人员应确保评估标准的独立性和临床相关性,以避免高估人工智能的诊断能力,并为现实世界的使用和监管部门的批准建立信任。
{"title":"Accuracy of deep learning-based AI models for early caries lesion detection: the influence of annotation quality and reference choice.","authors":"Ricardo E Gonzalez-Valenzuela, Pascal Mettes, Bruno G Loos, Henk Marquering, Erwin Berkhout","doi":"10.1007/s00784-025-06672-z","DOIUrl":"10.1007/s00784-025-06672-z","url":null,"abstract":"<p><strong>Objectives: </strong>The objective of this study is to assess how different annotation methods used during AI model training affect the accuracy of early caries lesion detection, and how the choice of the evaluation reference standard leads to significant differences in assessing AI models' outcomes.</p><p><strong>Clinical relevance: </strong>AI-based tools for caries detection are becoming common in dentistry. This study shows that how these models are evaluated can significantly impact perceived performance. Clinicians and developers should ensure that evaluation standards are independent and clinically relevant to avoid overestimating AI's diagnostic abilities and to build trust for real-world use and regulatory approval.</p><p><strong>Methods: </strong>Multiple AI caries lesion segmentation models were trained on the ACTA-DIRECT dataset using annotations from (1) single dentists, (2) aggregated strategies (majority vote, consensus meetings, STAPLE), and (3) micro-CT-based methods. Model accuracy was evaluated using two approaches: (1) comparison against micro-CT-based annotations and (2) comparison against the training-matched annotations. Statistical significance of differences in model diagnostic accuracy across annotation strategies was assessed using the McNemar test.</p><p><strong>Results: </strong>There was no statistically significant difference in diagnostic accuracy among AI models when compared to micro-CT-based annotations. However, the diagnostic accuracy was considered statistically significantly higher when the results of the AI models were evaluated with the training-matched annotations.</p><p><strong>Conclusion: </strong>Our findings indicate a strong influence of reference standards on AI model evaluation. While annotation strategies during training did not significantly affect AI accuracy in caries lesion segmentation, evaluation was subject to bias when models were tested against different reference standards. CLINICAL RELEVANCE : AI-based tools for caries detection are becoming common in dentistry. This study shows that how these models are evaluated can significantly impact perceived performance. Clinicians and developers should ensure that evaluation standards are independent and clinically relevant to avoid overestimating AI's diagnostic abilities and to build trust for real-world use and regulatory approval.</p>","PeriodicalId":10461,"journal":{"name":"Clinical Oral Investigations","volume":"29 12","pages":"598"},"PeriodicalIF":3.1,"publicationDate":"2025-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12675547/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145667317","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}
引用次数: 0
Drug interaction between non-steroidal anti-inflammatory drugs and warfarin: a cross-sectional study. 非甾体抗炎药与华法林之间的药物相互作用:一项横断面研究。
IF 3.1 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-12-04 DOI: 10.1007/s00784-025-06679-6
Widla Emanuella Pereira Barreto Garcez, Alex Junio Silva da Cruz, Jennifer Reis-Oliveira, Jacqueline Silva Santos, Maria Auxiliadora Parreiras Martins, Ana Cristina Borges-Oliveira, Mauro Henrique Nogueira Guimarães Abreu
{"title":"Drug interaction between non-steroidal anti-inflammatory drugs and warfarin: a cross-sectional study.","authors":"Widla Emanuella Pereira Barreto Garcez, Alex Junio Silva da Cruz, Jennifer Reis-Oliveira, Jacqueline Silva Santos, Maria Auxiliadora Parreiras Martins, Ana Cristina Borges-Oliveira, Mauro Henrique Nogueira Guimarães Abreu","doi":"10.1007/s00784-025-06679-6","DOIUrl":"10.1007/s00784-025-06679-6","url":null,"abstract":"","PeriodicalId":10461,"journal":{"name":"Clinical Oral Investigations","volume":"29 12","pages":"599"},"PeriodicalIF":3.1,"publicationDate":"2025-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145667331","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}
引用次数: 0
Prevalence of fungal infections in the oral and maxillofacial region: a 50-year experience from a dental school in Thailand. 口腔颌面部真菌感染的流行:泰国一所牙科学校50年的经验。
IF 3.1 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-12-04 DOI: 10.1007/s00784-025-06685-8
Theerachai Kosanwat, Sirada Choakdeewanitthumrong, Sopee Poomsawat

Objectives: Although superficial fungal infections of the oral and maxillofacial region are common, deep fungal infections remain unfamiliar. We investigated the prevalence of fungal infections in this location in Thailand from specimens examined in the Department of Oral and Maxillofacial Pathology over a 50-year period.

Materials and methods: Cases diagnosed as fungal infections in our archive were selected. Demographic data, risk factors, clinical and radiographic features, clinical differential diagnoses and treatments were analyzed.

Results: Of 22,070 biopsied specimens, 41 cases (0.19%) were fungal infections in this location. The prevalence increased in the last decade. Approximately 71% were candidiasis, while 29% constituted deep infections including mucormycosis, aspergillosis and histoplasmosis. Fungal infections predominantly affected elderly individuals (mean age: 62.1 years). Both superficial and deep types exhibited a female predominance with a ratio of 1:3.8 and 1:3, respectively. About 60% of patients were associated with risk factors, namely, betel quid chewing, diabetes mellitus and human immunodeficiency virus infection. Clinically misdiagnosed chronic hyperplastic candidiasis as erythroleukoplakia/lichen planus, and deep fungal infections as osteomyelitis/oral squamous cell carcinoma were frequently observed. All candidiasis were treated with topical antifungal drugs, while mucormycosis and histoplasmosis required systemic antifungal therapy.

Conclusions: Fungal infections constituted less than 1% among biopsied specimens. The majority of fungal infections were clinically misdiagnosed. Currently, histopathologic examinations using proper special stains play a vital role to achieve a definite diagnosis.

Clinical relevance: Unfamiliarity with deep fungal infections in the oral and maxillofacial region among oral healthcare personnel may lead to misdiagnosis and inappropriate treatment. Awareness of fungal infections in this area must be encouraged.

目的:虽然口腔颌面部浅表真菌感染很常见,但深部真菌感染仍然不常见。我们调查了泰国该地区真菌感染的流行情况,这些真菌感染来自口腔颌面病理科50年来检查的标本。材料和方法:选择我院档案中诊断为真菌感染的病例。分析患者的人口学资料、危险因素、临床及影像学特征、临床鉴别诊断及治疗方法。结果:22070例活检标本中,该部位真菌感染41例(0.19%)。在过去十年中,患病率有所上升。约71%为念珠菌病,29%为深部感染,包括毛霉病、曲霉病和组织浆菌病。真菌感染主要影响老年人(平均年龄:62.1岁)。浅型和深型均表现出雌性优势,比例分别为1:8 .8和1:3。约60%的患者与咀嚼槟榔液、糖尿病和人类免疫缺陷病毒感染等危险因素有关。慢性增生性念珠菌病临床常误诊为红白斑/扁平苔藓,深部真菌感染常误诊为骨髓炎/口腔鳞状细胞癌。所有念珠菌病均使用局部抗真菌药物治疗,而毛霉病和组织胞浆菌病则需要全身抗真菌治疗。结论:真菌感染在活检标本中占不到1%。大多数真菌感染在临床上被误诊。目前,使用适当的特殊染色进行组织病理学检查对明确诊断起着至关重要的作用。临床相关性:口腔卫生保健人员对口腔颌面部深部真菌感染的不熟悉可能导致误诊和治疗不当。必须鼓励对这一地区真菌感染的认识。
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引用次数: 0
期刊
Clinical Oral Investigations
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