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Allogeneic Mesenchymal Stromal Cells Transplantation Induces Arrest of External Apical Inflammatory Resorption in a Mature Nonvital Traumatized Tooth. 同种异体间充质细胞移植诱导成熟非生命损伤牙的外根尖炎症吸收阻滞。
IF 3.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2026-02-02 DOI: 10.1016/j.joen.2026.01.019
Jose Francisco Gomez-Sosa, Olga Wittig, Dylana Diaz-Solano, Jose E Cardier

Introduction: Mesenchymal stromal cells (MSCs) have been proposed for tissue regeneration based on their paracrine and immunomodulatory effects. Based on these features, MSCs may regulate inflammation and tissue repair. This case report assessed whether allogeneic bone marrow MSCs (BM-MSCs) can arrest external apical inflammatory resorption (EAIR) in a mature, nonvital traumatized tooth.

Methods: A healthy 14-year-old male with intermittent edema and a sinus tract associated with tooth #9 was referred for endodontic evaluation. Radiographically, tooth #9 showed EAIR with a vertical/diagonal mesial pattern and a 3-mm periapical lesion with widened periodontal ligament space. The root canal was cleaned and shaped; calcium hydroxide was used as interappointment medication, and cryopreserved allogeneic BM-MSCs were thawed, expanded, incorporated into preclotted platelet-rich plasma, and implanted into the pulp cavity. The cervical third was sealed with bioceramic cement and composite.

Results: Cryopreserved BM-MSCs retained fibroblast-like morphology, expressed CD73/CD90/CD105, and showed osteogenic, adipogenic, and chondrogenic differentiation. A BM-MSC/PRP clot was transplanted without complications or adverse events. At 3 months, radiographs showed reduction of the periapical radiolucency with initial bone formation and positive cold and electric pulp test responses. Between 12 and 24 months, reappearance of lamina dura, remodeling of the resorbed surface, and complete radiographic healing with arrest of EAIR were observed. At 48 months, tooth #9 was asymptomatic, responsive to cold and electric pulp test, and showed normal periapical architecture and mineralized tissue within the canal with an apical constriction.

Conclusions: BM-MSC transplantation may arrest EAIR and promote pulp-like and periapical tissue regeneration.

间充质基质细胞(Mesenchymal stromal cells, MSCs)由于其旁分泌和免疫调节作用而被提出用于组织再生。基于这些特征,MSCs可能调节炎症和组织修复。本病例报告评估了同种异体骨髓间充质干细胞(BM-MSCs)是否可以阻止成熟的非重要创伤牙齿的外根尖炎症吸收(EAIR)。方法:一名健康的14岁男性,间歇性水肿和与9号牙相关的窦道,被转介进行根管检查。x线片显示9号牙EAIR为垂直/对角线内侧型,根尖周病变3mm,牙周韧带间隙增宽。根管清洁成形,氢氧化钙作为预约间用药,冷冻保存的同种异体骨髓间充质干细胞解冻、膨胀,合并到富含血小板的预凝血浆中,植入牙髓腔。颈椎第三节用生物陶瓷水泥和复合材料密封。结果:冷冻保存的BM-MSCs保留成纤维细胞样形态,表达CD73/CD90/CD105,并表现出成骨、脂肪和软骨分化。移植BM-MSC/PRP血块无并发症或不良事件。3个月时,x线片显示根尖周放射率降低,伴有初始骨形成和冷电髓试验(EPT)阳性反应。在12至24个月之间,观察到硬膜板的重新出现,吸收表面的重塑,以及EAIR停止的完全影像学愈合。48个月时,9号牙无症状,对寒冷和EPT有反应,根尖周结构正常,根管内组织矿化,根尖狭窄。结论:骨髓间充质干细胞移植可抑制EAIR,促进髓样组织和根尖周组织再生。
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引用次数: 0
Root Canal Microbiome in Patients Undergoing Antineoplastic Therapy: A Next-generation Sequencing Study. 抗肿瘤治疗患者的根管微生物组:新一代测序研究
IF 3.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2026-01-31 DOI: 10.1016/j.joen.2026.01.020
Kaline Romeiro, José F Siqueira, Isabela N Rôças, Luciana F Gominho, Livia B Villela, Karen Brisson-Suárez, Flávia L Carmo

Introduction: This study compared the intracanal microbiome of teeth with apical periodontitis in oncologic and healthy patients using 16S rRNA gene-based next generation sequencing.

Methods: Root canal samples were taken from 46 teeth with pulp necrosis and primary apical periodontitis (23 from oncologic patients and 23 from healthy controls). DNA was extracted and sequenced using the Illumina MiSeq platform targeting the V3-V4 region of the 16S rRNA gene. Bioinformatics processing was conducted using QIIME2 and DADA2. Alpha and beta diversity analyses, genus-level abundance comparisons, and indicator species analyses were performed.

Results: After quality filtering, 3,307,822 sequence reads were retained, averaging 68,912.96 reads/sample, and resulting in 3,241 unique amplicon sequence variants. Oncologic patients exhibited significantly higher bacterial richness (P = .01), while Shannon diversity showed no significant difference between groups. Beta diversity analysis (Bray-Curtis, MDS stress = 0.14) did not reveal significant differences between groups. Indicator species analysis identified some specific taxa more associated with oncologic patients, including the candidate endodontic pathogens Prevotella, Selenomonas, Alloprevotella, Rothia, and Fretibacterium.

Conclusions: The root canal microbiome of oncologic patients with apical periodontitis was broadly similar to that of healthy controls. The oncologic group showed higher species richness, but no significant differences in the overall bacterial diversity or community structure.

摘要:本研究采用基于16S rRNA基因的下一代测序技术,比较了肿瘤患者和健康患者根尖牙周炎患者的牙管内微生物组。方法:对46颗牙髓坏死合并原发性根尖牙炎患者(肿瘤患者23颗,健康对照23颗)进行根管标本采集。提取DNA并使用Illumina MiSeq平台对16S rRNA基因的V3-V4区域进行测序。采用QIIME2和DADA2进行生物信息学处理。进行了α和β多样性分析、属级丰度比较和指示种分析。结果:经过质量过滤,保留序列reads 3,307,822条,平均68,912.96条/个样本,得到3241个独特的扩增子序列变异。肿瘤组细菌丰富度显著高于肿瘤组(p = 0.01), Shannon多样性组间差异无统计学意义。Beta多样性分析(Bray-Curtis, MDS压力= 0.14)显示各组间差异不显著。指示种分析确定了一些与肿瘤患者更相关的特定分类群,包括候选牙髓病原体Prevotella, Selenomonas, Alloprevotella, Rothia和Fretibacterium。结论:根尖牙周炎肿瘤患者的根管微生物群与健康对照大体相似。肿瘤组表现出更高的物种丰富度,但总体细菌多样性和群落结构没有显著差异。
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引用次数: 0
Effects of Instrumentation and NaOCl Concentration on Microbial DNA Load Employing a Sonic Activation Device. 仪器和NaOCl浓度对声波激活装置微生物DNA负荷的影响。
IF 3.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2026-01-29 DOI: 10.1016/j.joen.2026.01.017
Matthew Ellis, Ronald Ordinola-Zapata, Marco A Versiani, W Craig Noblett

Objective: To evaluate the bacterial DNA load reduction in mesial root canals of mandibular molars using quantitative polymerase chain reaction, examining the effects of instrumentation, irrigant type, and their interaction after the use of sonic activation.

Methods: Twenty-one extracted human mandibular molars were sterilized and contaminated with human supragingival plaque under anaerobic conditions for 14 days. After sealing the apices and coating external surfaces to simulate a closed canal system, the teeth were randomly assigned to 3 irrigant groups (n = 7): 7.55% sodium hypochlorite, 1.88% sodium hypochlorite, or sterile saline. Microbiologic sampling was performed at baseline (S1), after preparation to size 25/.04 with sonic activation (S2), and after enlargement to size 30/.04 with sonic activation (S3). Bacterial DNA was quantified by quantitative polymerase chain reaction (Log10 molecules/μL). Data were analyzed using two-way repeated-measures ANOVA with Geisser-Greenhouse correction and Tukey's honest significant difference tests.

Results: The interaction between irrigant type and instrumentation was not significant (P = .852), and irrigant type alone showed no significant effect (P = .502). In contrast, instrumentation significantly reduced bacterial load (P < .0001), accounting for 68.44% of variance. Significant reductions occurred from S1 to both S2 and S3, with no difference between S2 and S3, indicating that most of the decrease in bacterial DNA load occurred during initial enlargement to size 25/.04 with sonic-activated irrigation.

Conclusion: Root canal instrumentation combined with sonic activation was the most significant factor associated with reduction in bacterial DNA load, while irrigant type and concentration provided minimal additional effect.

目的:应用定量聚合酶链反应(qPCR)评价超声激活对下颌磨牙近中根管细菌DNA负荷的降低,考察超声激活后器械、灌洗方式及其相互作用的影响。方法:对抽取的21颗人下颌磨牙进行消毒,并在厌氧条件下用人龈上菌斑污染14 d。在封闭根尖并涂覆外表面以模拟封闭根管系统后,将牙齿随机分为三个冲洗组(n = 7): 7.55% NaOCl、1.88% NaOCl和无菌生理盐水。在基线(S1)、制备至25/ 0.04尺寸(S2)和放大至30/ 0.04尺寸(S3)后进行微生物取样。采用qPCR定量细菌DNA (Log10分子/μL)。数据分析采用Geisser-Greenhouse校正和Tukey’s HSD检验的双向重复测量方差分析。结果:灌洗剂类型与器械的交互作用不显著(P = 0.852),单独灌洗剂类型无显著影响(P = 0.502)。相比之下,仪器显著降低了细菌负荷(P < 0.0001),占方差的68.44%。从S1到S2和S3都有显著的减少,S2和S3之间没有差异,这表明大多数细菌DNA负荷的减少发生在声波激活灌溉最初扩大到25/ 0.04的时候。结论:根管内固定联合超声激活是减少细菌DNA负荷的主要因素,而冲洗剂的类型和浓度在联合超声激活时提供了最小的额外效果。
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引用次数: 0
Authors' Reply to the Commentary on "Comparing the Effectiveness of a Robotic and Dynamic Navigation System in Fiber Post Removal: An In Vitro Study". 作者对“比较机器人和动态导航系统在纤维桩去除中的有效性:一项体外研究”评论的回复。
IF 3.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2026-01-27 DOI: 10.1016/j.joen.2025.12.004
Duo Zhou, Fulu Xu, Jiayun Dai, Xingyang Wang, Yifan Ping, Juan Wang
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引用次数: 0
Fracture Resistance and Biomechanical Behavior of Retreated Teeth Obturated with Different Sealers: Combined Laboratory Testing and Finite Element Analysis. 不同封闭剂封闭后牙的抗折性和生物力学行为:实验室试验和有限元分析。
IF 3.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2026-01-24 DOI: 10.1016/j.joen.2026.01.016
Hümeyra Çapkın, Fatma Begüm Peker, Mehmet Burak Güneşer

Introduction: This study evaluated the effect of different sealers on fracture resistance of retreated mandibular premolars and characterized their biomechanical behavior using three-dimensional finite element analysis (FEA).

Methods: One hundred twenty-four single-rooted premolars were instrumented and initially obturated with AH Plus. Twelve teeth with intact fillings served as positive controls, and 12 retreated but unfilled teeth served as negative controls. The remaining samples were retreated and randomly assigned to 5 sealer groups (n = 20): AH Plus, GuttaFlow Bioseal, TotalFill BC, BioRoot RCS, and NeoSealer Flo. After thermocycling, fracture resistance was tested under 45° oblique loading. Corresponding micro-computed tomography-based FEA models were generated to compare von Mises stress distributions with and without a simulated periapical lesion.

Results: Fracture resistance differed significantly among groups (P < .001). The negative control showed the lowest resistance, whereas the positive control exhibited the highest values (P < .05). No statistically significant differences were observed among the experimental sealer groups (P > .05). FEA demonstrated distinct stiffness-dependent patterns: NeoSealer Flo and TotalFill BC concentrated stresses within the sealer, whereas limiting dentinal stress; GuttaFlow Bioseal transmitted greater stresses to dentin; AH Plus and BioRoot RCS showed intermediate responses.

Conclusions: In retreatment conditions, sealer type influences internal stress distribution even when fracture resistance values are comparable. Bioceramic sealers with higher elastic modulus may reduce dentinal stress and enhance biomechanical compatibility. Clinicians should consider not only biological performance but also mechanical compatibility when selecting sealers to support long-term structural preservation of retreated teeth.

摘要:本研究通过三维有限元分析(FEA),评价了不同封闭剂对下颌前磨牙后移抗骨折性的影响,并对其生物力学行为进行了表征。方法:用AH Plus对124颗单根前磨牙进行固定和初步封闭。12颗补牙完好的牙齿作为阳性对照,12颗退牙但未补牙作为阴性对照。剩余的样本被退回并随机分配到五个密封剂组(n = 20): AH Plus, GuttaFlow Bioseal, TotalFill BC, BioRoot RCS和NeoSealer Flo。热循环后,测试了45°斜载荷下的抗断裂能力。生成相应的基于微ct的有限元模型,比较有和没有模拟根尖周病变的von Mises应力分布。结果:组间抗骨折性差异有统计学意义(p < 0.001)。阴性对照的抗性最低,阳性对照的抗性最高(p < 0.05)。各试验组间差异无统计学意义(p < 0.05)。有限元分析显示出明显的刚度依赖模式:NeoSealer Flo和TotalFill BC将应力集中在密封件内,而限制牙本质应力;GuttaFlow Bioseal向牙本质传递更大的应力;AH Plus和BioRoot RCS表现为中等反应。结论:在再处理条件下,即使断裂阻力值相当,密封剂类型也会影响内应力分布。具有较高弹性模量的生物陶瓷密封剂可以降低牙本质应力,提高生物力学相容性。临床医生在选择封口剂以支持退牙的长期结构保存时,不仅要考虑生物性能,还要考虑机械相容性。
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引用次数: 0
Insights Into the February 2026 Issue of the JOE 洞察《JOE》2026年2月刊
IF 3.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2026-01-24 DOI: 10.1016/j.joen.2025.12.007
Anita Aminoshariae DDS, MS, Amir Azarpazhooh DDS, MSc, PhD, FRCD(C), Gerald N. Glickman DDS, MS, MBA, JD, Jianing He DMD, PhD, Sahng G. Kim DDS, MS, Anil Kishen BDS, MDS, PhD, Ariadne M. Letra DDS, MS, PhD, Linda Levin DDS, PhD, Ronald Ordinola-Zapata, Frank C. Setzer DMD, PhD, MS, Franklin R. Tay BDSc(Hons), PhD, Kenneth M. Hargreaves DDS, PhD
{"title":"Insights Into the February 2026 Issue of the JOE","authors":"Anita Aminoshariae DDS, MS,&nbsp;Amir Azarpazhooh DDS, MSc, PhD, FRCD(C),&nbsp;Gerald N. Glickman DDS, MS, MBA, JD,&nbsp;Jianing He DMD, PhD,&nbsp;Sahng G. Kim DDS, MS,&nbsp;Anil Kishen BDS, MDS, PhD,&nbsp;Ariadne M. Letra DDS, MS, PhD,&nbsp;Linda Levin DDS, PhD,&nbsp;Ronald Ordinola-Zapata,&nbsp;Frank C. Setzer DMD, PhD, MS,&nbsp;Franklin R. Tay BDSc(Hons), PhD,&nbsp;Kenneth M. Hargreaves DDS, PhD","doi":"10.1016/j.joen.2025.12.007","DOIUrl":"10.1016/j.joen.2025.12.007","url":null,"abstract":"","PeriodicalId":15703,"journal":{"name":"Journal of endodontics","volume":"52 2","pages":"Pages 163-165"},"PeriodicalIF":3.6,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146037294","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
Guidelines for Authors 作者指南
IF 3.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2026-01-24 DOI: 10.1016/S0099-2399(25)00817-9
{"title":"Guidelines for Authors","authors":"","doi":"10.1016/S0099-2399(25)00817-9","DOIUrl":"10.1016/S0099-2399(25)00817-9","url":null,"abstract":"","PeriodicalId":15703,"journal":{"name":"Journal of endodontics","volume":"52 2","pages":"Pages A9-A16"},"PeriodicalIF":3.6,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146037152","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
Associate Registry 将注册表
IF 3.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2026-01-24 DOI: 10.1016/S0099-2399(25)00833-7
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引用次数: 0
Bioengineered Gelatin Hydrogels Functionalized with VEGF/BMP2 Mimetic Peptides for Advancing Regenerative Endodontics. 用VEGF/BMP2模拟肽功能化的生物工程明胶水凝胶推进再生牙髓学。
IF 3.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2026-01-22 DOI: 10.1016/j.joen.2026.01.015
Yuanyuan Han, Hitesh Chopra, Dineshi Sewvandi Thalakiriyawa, Hong Wang, Waruna Lakmal Dissanayaka

Introduction: Regenerating the pulp-dentin complex is challenging due to its distinct biological, anatomical, and mechanical properties. To address this, we explored gelatin-based hydrogels modified by covalently binding vascular endothelial growth factor (VEGF) and bone morphogenetic protein 2 (BMP2) mimetic peptides to target pulp and dentin regeneration.

Methods: Three distinct hydrogels: GelMA (gelatin methacrylate, 5% w/v), GelNB (norbornene-modified gelatin, 5% w/v), and GelMN (5% GelMA: 5% GelNB = 1:1) were prepared and characterized by scanning electron microscopy (SEM, n = 3), Fourier transform infrared spectroscopy (FTIR, n = 3), and swelling ratio analysis (n = 3). Human dental pulp stem cells (DPSCs) were encapsulated to assess viability (live/dead staining, n = 3) and spreading (n = 3). DPSCs and human umbilical vein endothelial cells were cocultured in a VEGF mimetic peptide (200 μg/ml) functionalized GelMN hydrogel to evaluate vascular structure formation (n = 3). Conversely, DPSCs were encapsulated in a BMP2 mimetic peptide (20 μM) functionalized GelMA hydrogel to investigate the odontogenic differentiation (n = 3).

Results: SEM analysis showed GelMA exhibited a denser, more tightly crosslinked network and smaller pore size compared to GelNB/GelMN. FTIR confirmed the chemical composition of all 3 hydrogels, and the swelling ratio demonstrated no significant difference among them. All hydrogels exhibited excellent biocompatibility and supported cell viability after culturing with DPSCs. VEGF mimetic peptide in GelMN enhanced vascular tube formation by human umbilical vein endothelial cells supported by DPSCs. In parallel, BMP2 mimetic peptide in GelMA significantly boosted the odonto-/osteogenic differentiation of DPSCs, as indicated by the expression of dentin sialophosphoprotein, alkaline phosphatase, and mineralization levels.

Conclusion: VEGF and BMP2 mimetic peptide-functionalized gelatin hydrogels is a promising approach to enhance pulp-dentin complex regeneration.

牙髓-牙本质复合体由于其独特的生物学、解剖学和力学特性而具有挑战性。为了解决这个问题,我们探索了通过共价结合VEGF和BMP2模拟肽修饰的明胶基水凝胶,以实现牙髓和牙本质的再生。方法:制备三种不同的水凝胶GelMA(甲基丙烯酸明胶,5% w/v)、GelNB(降冰片烯改性明胶,5% w/v)和GelMN (5% GelMA: 5% GelNB = 1:1),并通过扫描电镜(SEM, n=3)、傅里叶变换红外光谱(FTIR, n=3)和膨胀比分析(n=3)对其进行表征。将人牙髓干细胞(DPSCs)包封以评估其活力(活/死染色,n=3)和扩散(n=3)。将DPSCs与人脐静脉内皮细胞(HUVECs)在VEGF模拟肽(200μg/ml)功能化的GelMN水凝胶中共培养,观察血管结构形成情况(n=3)。相反,将DPSCs包裹在模拟BMP2肽(20μM)功能化的GelMA水凝胶中,以研究成牙分化(n=3)。结果:SEM分析表明GelMA比GelNB/GelMN具有更致密、更紧密的交联网络和更小的孔径。FTIR证实了三种水凝胶的化学成分,其溶胀率无显著差异。所有水凝胶在与DPSCs培养后均表现出良好的生物相容性和细胞活力。GelMN中的VEGF模拟肽促进了DPSCs支持的HUVECs血管的形成。同时,通过牙本质唾液磷酸蛋白、碱性磷酸酶和矿化水平的表达,GelMA中BMP2模拟肽显著促进DPSCs向牙本质/成骨分化。结论:VEGF和BMP2模拟肽功能化明胶是促进牙本质复合体再生的有效途径。
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引用次数: 0
From Evidence-based Endodontics to Generative AI: A Comparative Study of 11 Large Language Models. 从循证牙髓学到生成式人工智能:11种大型语言模型的比较研究。
IF 3.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2026-01-21 DOI: 10.1016/j.joen.2026.01.009
Lucas Peixoto de Araújo, Laura Barreto Moreno, Bruna Cavalcante Chaves de Araújo, Eduardo Trota Chaves, Tatiana M Botero, Vitor Henrique Digmayer Romero

Introduction: Generative large language models (LLMs) are increasingly used in dentistry, yet their guideline-based diagnostic accuracy and reproducibility remain uncertain. Position statements from the American Association of Endodontists and the European Society of Endodontology provide rigorous, evidence-based standards, making them an ideal benchmark to assess alignment of LLM outputs with endodontic best practices.

Methods: This study was conducted according to Transparent Reporting of a Multivariable Model for Individual Prognosis or Diagnosis-Large Language Models guidelines, evaluated 11 LLMs: ChatGPT 5, ChatGPT 4o, ChatGPT o3, Gemini 2.5 Flash, Gemini 2.5 Pro, Claude Sonnet 4, Claude Opus 4, Perplexity R1 1776, Perplexity Sonar, DeepSeek, and DeepSeek DeepThink R1. Sixty multiple-choice questions derived from American Association of Endodontists and European Society of Endodontology position statements were administered to each model in 5 rounds, generating 3300 responses. The primary outcome was all-correct accuracy and the secondary outcome was intra-model consistency. Comparisons were performed with chi-square tests and Bonferroni adjustment.

Results: All-correct accuracy varied significantly (χ2 = 50.56, df = 10, P < .001). ChatGPT 4o and Claude Opus 4 achieved 95.0% accuracy, followed by ChatGPT 5, Claude Sonnet 4, Gemini 2.5 Flash, and Gemini 2.5 Pro (93.3%), and ChatGPT o3 (90.0%). DeepSeek DeepThink R1 scored 86.7%, Perplexity R1 1776 83.3%, Perplexity Sonar 81.7%, and DeepSeek 63.3%. Consistency exceeded 90% for most models, peaking at 98.3% for top performers but falling to 75.0% for DeepSeek.

Conclusions: Most LLMs demonstrated high accuracy and reproducibility when benchmarked against authoritative endodontic guidelines. Despite notable progress over earlier generations, performance variability and confidently incorrect outputs highlight the need for rigorous validation and expert oversight before clinical integration.

生成式大语言模型(llm)越来越多地用于牙科,但其基于指南的诊断准确性和可重复性仍然不确定。来自美国牙髓医师协会(AAE)和欧洲牙髓学会(ESE)的立场声明提供了严格的,基于证据的标准,使其成为评估LLM输出与牙髓最佳实践一致性的理想基准。方法:本研究根据TRIPOD-LLM指南进行,评估了11个llm: ChatGPT 5、ChatGPT 40、ChatGPT o3、Gemini 2.5 Flash、Gemini 2.5 Pro、Claude Sonnet 4、Claude Opus 4、Perplexity R1 1776、Perplexity Sonar、DeepSeek和DeepSeek DeepThink R1。从AAE和ESE的立场陈述中衍生出60道选择题,分五轮对每个模型进行了测试,产生了3300个回答。主要结果是全正确的准确性,次要结果是模型内一致性。采用卡方检验和Bonferroni校正进行比较。结果:全正确率差异有统计学意义(χ2 = 50.56, df = 10, p < 0.001)。ChatGPT 40和Claude Opus 4的准确率达到95.0%,其次是ChatGPT 5、Claude Sonnet 4、Gemini 2.5 Flash和Gemini 2.5 Pro(93.3%)和ChatGPT o3(90.0%)。DeepSeek DeepThink R1得分86.7%,Perplexity R1 1776得分83.3%,Perplexity Sonar得分81.7%,DeepSeek得分63.3%。大多数模型的一致性超过90%,表现最好的模型的一致性最高达到98.3%,但DeepSeek的一致性降至75.0%。结论:大多数llm在权威牙髓指南的基准下表现出较高的准确性和可重复性。尽管与前几代相比取得了显著进展,但性能变化和自信错误的输出突出了在临床整合之前需要严格验证和专家监督。
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引用次数: 0
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Journal of endodontics
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