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Oral Health Associated With Sleep Quality Among Korean Adults: A Nationwide Cross-Sectional Data. 韩国成年人与睡眠质量相关的口腔健康:一项全国性的横断面数据。
IF 2.9 3区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-11-24 DOI: 10.1111/odi.70161
In Cheol Hwang, Hong Yup Ahn
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引用次数: 0
Evaluation of Major Salivary Gland Involvement in Patients Receiving Radioactive Iodine Treatment for Differentiated Thyroid Cancers Using Advanced Sonographic Techniques. 先进超声技术评价放射性碘治疗分化型甲状腺癌患者大涎腺受累情况。
IF 2.9 3区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-11-24 DOI: 10.1111/odi.70158
Nusret Seher, Hasan Önner, Abidin Kılınçer, Farise Yılmaz, Hakan Cebeci, Mehmet Sedat Durmaz, Gonca Kara Gedik, Mustafa Koplay

Background: Differentiated thyroid cancers (DTC) are common endocrine malignancies. Radioactive iodine (RAI) therapy is used for the ablation of residual tissue following thyroidectomy. Side effects such as dysphagia, xerostomia, and sialadenitis may occur. In this study, we aimed to identify differences in the parotid and submandibular glands between healthy individuals and patients with DTC who underwent RAI therapy, using both shear wave elastography and ultra-micro angiography.

Methods: A total of 52 DTC patients who had undergone RAI therapy and 60 healthy controls were included in the study. The submandibular and parotid glands were evaluated using ultra-microangiography (UMA) and shear wave elastography (SWE). Mean SWE and UMA values were obtained and compared between the groups.

Results: In the DTC group, the UMA and SWE values of the submandibular and parotid glands showed statistically significant differences (p < 0.05) compared to the control group. Additionally, the SWE and UMA values of the salivary glands in the DTC group varied significantly depending on the time elapsed after RAI therapy.

Conclusion: The combined use of UMA and SWE may be a valuable method for evaluating and monitoring salivary gland involvement after RAI therapy.

背景:分化型甲状腺癌(DTC)是常见的内分泌恶性肿瘤。放射性碘(RAI)治疗用于甲状腺切除术后残留组织的消融。可能出现吞咽困难、口干和涎腺炎等副作用。在这项研究中,我们旨在通过剪切波弹性成像和超微血管成像来确定健康人与接受RAI治疗的DTC患者腮腺和下颌下腺的差异。方法:选取52例接受RAI治疗的DTC患者和60例健康对照者进行研究。采用超微血管造影(UMA)和横波弹性成像(SWE)对颌下腺和腮腺进行评估。比较各组间的平均SWE和UMA值。结果:DTC组颌下腺和腮腺的UMA和SWE值差异有统计学意义(p)。结论:UMA和SWE联合应用可能是评估和监测RAI治疗后唾液腺受累情况的一种有价值的方法。
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引用次数: 0
English Longitudinal Study of Ageing: Associations Between Common Mental Disorder and Oral Health. 老龄化的英语纵向研究:常见精神障碍与口腔健康之间的关系。
IF 2.9 3区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-11-24 DOI: 10.1111/odi.70124
Afshan Mirza, Richard G Watt, Anja Heilmann

Aim: To assess the relationship between common mental disorder and oral health in a representative sample of older adults in England.

Methods: We analyzed cross-sectional data from 8620 individuals aged 50 years and over who participated in the English Longitudinal Study of Ageing, wave 3 (2006-2007). Common mental disorder (no/yes) was assessed using the 12-Item General Health Questionnaire (GHQ-12). Oral health outcomes were oral impact on daily performance (no impacts/at least one impact), self-rated oral health (excellent; very good; good/fair; poor), and edentulousness (dentate/edentate). Associations were assessed using Poisson regression with robust variance, controlling for demographic, socioeconomic, and health factors.

Results: Reporting at least one oral impact on daily performance was more prevalent among those with a common mental disorder than those without (PR = 1.60; 95% CI 1.32-1.96), as was reporting fair/poor self-rated oral health (PR = 1.23; 95% CI 1.09-1.40) in fully adjusted analyses. We found no association between common mental disorder and edentulousness.

Conclusion: In this sample of UK older adults, common mental disorder was associated with poorer oral health. To promote healthy ageing, older adults with a common mental disorder should be supported to maintain good oral health.

目的:评估英国老年人代表性样本中常见精神障碍与口腔健康之间的关系。方法:我们分析了8620名50岁及以上的人的横断面数据,这些人参加了英国老龄化纵向研究,第三波(2006-2007)。使用12项一般健康问卷(GHQ-12)评估常见精神障碍(否/是)。口腔健康结果包括口腔对日常表现的影响(无影响/至少一种影响)、自评口腔健康(极好;非常好;好/一般;差)和无牙性(有齿/无齿)。在控制人口统计学、社会经济和健康因素的情况下,使用具有稳健方差的泊松回归评估相关性。结果:在完全调整分析中,报告至少一次口腔影响日常表现的患者比无精神障碍的患者更普遍(PR = 1.60; 95% CI 1.32-1.96),报告一般/较差的自评口腔健康(PR = 1.23; 95% CI 1.09-1.40)。我们没有发现普通精神障碍和无牙之间的联系。结论:在这个英国老年人的样本中,常见的精神障碍与较差的口腔健康有关。为促进健康安老,应支持患有常见精神障碍的长者保持良好的口腔健康。
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引用次数: 0
Mandibular Schwannoma: A Systematic Review of 33 Case Reports. 下颌神经鞘瘤:33例报告的系统回顾。
IF 2.9 3区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-11-24 DOI: 10.1111/odi.70141
Ahmad Al Malak, Yasmina El Masri, Jad El Masri, Farah Sarmout, Mohammad Hassoun, Georges Aoun

Objective: This systematic review examines schwannomas of the mandibular nerve and its branches, focusing on clinical presentation, surgical management, and nerve preservation outcomes.

Methods: A PRISMA-guided literature search was conducted on PubMed and Web of Science, including case reports and case series. Data extraction covered demographics, tumor location, symptoms, treatment, and nerve preservation for studies published between 2000 and 2024.

Results: Forty-six English-published cases from 20 countries were analyzed, with China reporting the highest number (14). The female-to-male ratio was 1.36, with one unspecified gender. Age distribution showed a marked predilection for the fourth and fifth decades. The inferior alveolar nerve was the most affected (23 cases), followed by the lingual nerve (10 cases). Tumor sizes ranged from 0.5 to 12 cm. Swelling without pain (26 cases) was the most common symptom. Surgical approaches included enucleation, segmental resection, and en bloc resection. Nerve preservation was achieved in 34 cases, while 12 had nerve damage. Tumor location significantly affected nerve preservation (p = 0.000). Gender (p = 0.402) and clinical presentations (p = 0.291) were not significant factors.

Conclusion: Mandibular schwannomas present diagnostic and surgical challenges. The inferior alveolar nerve shows the highest preservation rate. Early diagnosis and meticulous surgical planning are essential for optimal functional outcomes.

目的:本系统综述了下颌神经及其分支神经鞘瘤的临床表现、手术处理和神经保存结果。方法:在PubMed和Web of Science上检索prisma引导下的文献,包括病例报告和病例系列。数据提取涵盖2000年至2024年间发表的研究的人口统计学、肿瘤位置、症状、治疗和神经保存。结果:分析了来自20个国家的46例英文发表病例,其中中国报告的病例最多(14例)。男女比例为1.36,性别不详。年龄分布在第40和第50年表现出明显的偏好。下牙槽神经受影响最大(23例),其次是舌神经(10例)。肿瘤大小为0.5 ~ 12cm。无疼痛的肿胀(26例)是最常见的症状。手术入路包括去核、节段性切除和整体切除。神经保存34例,神经损伤12例。肿瘤位置显著影响神经保存(p = 0.000)。性别(p = 0.402)和临床表现(p = 0.291)无显著影响。结论:下颌骨神经鞘瘤存在诊断和手术方面的挑战。肺泡下神经保存率最高。早期诊断和细致的手术计划对于最佳的功能预后至关重要。
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引用次数: 0
Association Between Oral Lichen Planus and Non-Oral Cancers: A Multicentre Case-Control SIPMO Study. 口腔扁平苔藓与非口腔癌之间的关系:一项多中心病例对照SIPMO研究。
IF 2.9 3区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-11-24 DOI: 10.1111/odi.70152
Gioele Gioco, Anna Schiavelli, Alessandra Majorana, Elena Bardellini, Silvio Abati, Andrea Sardella, Francesco Spadari, Matteo Pellegrini, Dorina Lauritano, Raffaele Borgia, Monica Pentenero, Samuele Sutera, Paolo Giacomo Arduino, Alessio Gambino, Roberto Broccoletti, Matteo Biasotto, Giulia Ottaviani, Lorenzo Azzi, Alessandro D'Aiuto, Davide Bartolomeo Gissi, Andrea Gabusi, Andrea Santarelli, Marco Mascitti, Paolo Vescovi, Gloria Bortolotti, Maddalena Manfredi, Marco Meleti, Grazia Zino, Umberto Romeo, Gianluca Tenore, Gianfranco Favia, Luisa Limongelli, Massimo Petruzzi, Francesca Dimilito, Lorenzo Lo Muzio, Maria Eleonora Bizzoca, Giuseppina Campisi, Vera Panzarella, Stefania Leuci, Rosario Serpico, Alberta Lucchese, Giuseppe Colella, Giacomo Oteri, Antonia Marcianò, Gaetano Isola, Alessandro Polizzi, Amerigo Giudice, Elena Calabria, Umberto Mariani, Daniela Adamo, Federica Canfora, Filippo Graziani, Marco Nisi, Michele Giuliani, Luisa Ritrovato, Federica De Micheli, Cosimo Rupe, Francesco Scilla, Romeo Patini, Massimo Cordaro, Michele Davide Mignogna, Carlo Lajolo

Objectives: This multicentre case-control study aimed to investigate the potential association between oral lichen planus (OLP) and extraoral cancers. The secondary objective included the identification of risk factors for this association.

Methods: The study was conducted between January 2023 and June 2024 and included 21 Italian Oral Medicine centres affiliated with the Italian Society of Oral Medicine (SIPMO). The study protocol was approved by the Ethics Committee of Università Cattolica del Sacro Cuore (Prot. ID 4073) and registered at clinicaltrials.gov (ID NCT06449248).

Results: In total, 1650 participants were enrolled (550 OLP and 1100 non-OLP patients) matched for age and sex. OLP patients showed a significantly higher prevalence of extra-oral cancers (19.8%) compared to controls (12.4%) with a 1.79 OR (1.34-2.39, p < 0.05). Moreover, erosive OLP (n = 32/120, 26.7%, p < 0.01) and plaque-like variants (n = 27/114, 23.7%, p < 0.04) seem to have a slightly increased risk of extra-oral cancer.

Conclusions: Patients with OLP had a higher risk of developing extraoral cancer; moreover, erosive and plaque-like forms could be considered at higher risk. Potential pathogenic mechanisms involve an interplay between chronic inflammation, immune dysregulation and carcinogenesis. Therefore, the directionality of such association remains unclear, underscoring the need for prospective studies to clarify causality and temporal dynamics.

目的:本多中心病例对照研究旨在探讨口腔扁平苔藓(OLP)与口外癌之间的潜在关联。次要目标包括确定这种关联的危险因素。方法:研究于2023年1月至2024年6月进行,纳入意大利口腔医学协会(SIPMO)下属的21家意大利口腔医学中心。本研究方案经天主教圣心大学伦理委员会(prof . Cattolica del Sacro Cuore)批准。ID 4073),并在clinicaltrials.gov注册(ID NCT06449248)。结果:共纳入1650名参与者(550名OLP患者和1100名非OLP患者),年龄和性别匹配。OLP患者的口外癌患病率(19.8%)明显高于对照组(12.4%),OR为1.79 (1.34-2.39,p)。结论:OLP患者发生口外癌的风险更高,而且糜烂和斑块样形式可能被认为是更高的风险。潜在的致病机制涉及慢性炎症、免疫失调和致癌之间的相互作用。因此,这种关联的方向性仍然不清楚,强调需要前瞻性研究来澄清因果关系和时间动态。
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引用次数: 0
Odontogenic Tumors in South America - A Multicenter Study of 4399 Cases From 20 Oral Pathology Centers. 南美牙源性肿瘤——来自20个口腔病理中心4399例的多中心研究
IF 2.9 3区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-11-24 DOI: 10.1111/odi.70156
Lauren Frenzel Schuch, Alini Cardoso Soares, Elismauro Francisco de Mendonça, Victor Hugo Lopes de Oliveira Moreira, Diego Antonio Costa Arantes, Katman Bear Toledo Sanchez, Wilson Delgado Azañero, Ana Cristina Tetzner, Marina Rocha Fonseca Souza, Maria Carmen Pereira, Laurindo M Sassi, Gleyson Kleber do Amaral-Silva, Daniella Moraes Antunes, Eduardo Ribeiro Ayach, Stephany Paladines, María Fernanda Torres Calle, Izadora Fernanda Veiga de Jesus Costa, Flávia Caló de Aquino Xavier, Jean Nunes Dos Santos, Sven Eric Niklander, René Martínez-Flores, Elena Riet Correa Rivero, Vivian Emanuelle de Araujo Assunção, José Miguel Amenábar, Juliana Lucena Schussel, Heliton Gustavo de Lima, Maria Luísa Paparella, Mariana Villarroel Dorrego, Roberto Anaximandro Garcia Rejas, Martinho Campolina Rebello Horta, Giovanna Ribeiro Souto, Paulo Eduardo Alencar Souza, Marcela Hernández Ríos, Constanza Morales, Thomas Villabobos, Maria Del Carmen Gonzalez-Galvan, Osvaldo Vera-González, Ana Paula Neutzling Gomes, Adriana Etges, Claudia Patricia Peña Vega, Juan Pablo Rodríguez-Mora, Carolina Menna-Barreto, Manoela Domingues Martins, Maria Natalia González Umpiérrez, Natalia Fernanda Tancredi Cueto, Felipe Martins Silveira, Lucas Guimarães Abreu, Wanninayake Mudiyanselage Tilakaratne, Keith David Hunter, Ricardo Santiago Gomez, Ronell Bologna-Molina

Objective: To describe the occurrence and clinicopathological features of odontogenic tumors (OTs) in a multicenter South American study.

Methods: This retrospective study reviewed 207,434 biopsies across 20 oral pathology centers in 10 South American countries. All cases were included according to the 2022 World Health Organization (WHO) criteria. Data were analyzed descriptively.

Results: A total of 4399 OTs were identified, representing 2.1% of all biopsies assessed in these centers. Most were benign (99.1%), mainly odontoma (38.5%) and ameloblastoma (34%). Malignant tumors were rare (0.9%). Patients had a mean age of 27.8 years, with peak incidence in the second decade, and a slight female predominance (male-to-female ratio 1:1.1). Most lesions were asymptomatic (87.8%), intraosseous (97.3%), and located in the mandible (62.5%), especially the posterior region. Radiographically, radiolucent lesions (49.9%) predominated. Tooth displacement (83.3%) and root resorption (82.8%) were frequently reported. Among cases with available data, surgical excision (41.2%) and enucleation (37.3%) were the most common treatments, and recurrence was observed in 20.1%.

Conclusions: This multicenter study provides the largest dataset on OTs in South America. The results confirm the predominance of benign lesions and highlight the importance of collaborative studies, offering a basis for future clinical and research initiatives.

目的:描述南美一项多中心研究中牙源性肿瘤(OTs)的发生和临床病理特征。方法:本回顾性研究回顾了10个南美国家20个口腔病理中心的207,434例活检。所有病例均按照世界卫生组织(世卫组织)2022年的标准纳入。对数据进行描述性分析。结果:共鉴定出4399例OTs,占这些中心评估的所有活检的2.1%。大多数为良性(99.1%),主要为牙瘤(38.5%)和成釉细胞瘤(34%)。恶性肿瘤少见(0.9%)。患者平均年龄27.8岁,发病率在第二个10年达到高峰,女性略占优势(男女比例为1:1.1)。大多数病变无症状(87.8%),骨内(97.3%),位于下颌骨(62.5%),尤其是后区。放射学上,放射性透光病变占多数(49.9%)。牙移位(83.3%)和牙根吸收(82.8%)是常见的。在有资料的病例中,手术切除(41.2%)和去核(37.3%)是最常见的治疗方法,20.1%观察到复发。结论:这项多中心研究提供了南美洲最大的OTs数据集。结果证实了良性病变的优势,并强调了合作研究的重要性,为未来的临床和研究计划提供了基础。
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引用次数: 0
Early Childhood Caries in Preschool Children: A Multidimensional Analysis From Biological Mechanisms to Socioecological Interventions. 学龄前儿童早期龋齿:从生物学机制到社会生态干预的多维分析。
IF 2.9 3区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-11-20 DOI: 10.1111/odi.70153
Wenxuan Zhao, Jiaxin Shi, Xin Li

Objective: To analyze the "technology-disease burden paradox" of early childhood caries (ECC)-its rising global prevalence despite preventive advances-by examining multidimensional factors from biological mechanisms to socioecological interventions.

Methods: This narrative review synthesized evidence from epidemiological, biological, behavioral, and policy studies (2010-2024) identified through systematic searches in PubMed, Web of Science, and Scopus. Inclusion criteria focused on children under 6 years of age and English-language studies reporting etiology, risk factors, or interventions.

Results: ECC prevalence exceeds 60% in many low- and middle-income countries, versus < 40% in high-income settings. Key findings include: synergistic enamel demineralization by S. mutans and Candida (OR = 1.67); behavioral risks such as nocturnal feeding (OR = 3.54) and screen time > 2 h/day (↑60% caries); and effective policy interventions like fluoride varnish (42% reduction in caries) and sugar taxes.

Conclusions: Controlling ECC requires integrating the Socioecological Model with Sustainable Development Goals, prioritizing equity-focused upstream policies and interdisciplinary collaboration (e.g., dentistry and data science). The "Zero-Caries Childhood" vision must shift from disease management to health promotion, incorporating emerging environmental considerations.

目的:通过研究从生物学机制到社会生态干预的多维因素,分析幼儿龋病(ECC)的“技术-疾病负担悖论”——尽管预防取得了进展,但其全球患病率仍在上升。方法:本文通过系统检索PubMed、Web of Science和Scopus,综合了流行病学、生物学、行为学和政策研究(2010-2024)的证据。纳入标准侧重于6岁以下儿童和报告病因、危险因素或干预措施的英语研究。结果:在许多低收入和中等收入国家,ECC患病率超过60%,而不是每天2小时(^ 60%龋齿);有效的政策干预,如氟化物清漆(减少42%的龋齿)和糖税。结论:控制ECC需要将社会生态模型与可持续发展目标相结合,优先考虑以公平为重点的上游政策和跨学科合作(例如牙科和数据科学)。“儿童零龋”愿景必须从疾病管理转向健康促进,并纳入新出现的环境考虑因素。
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引用次数: 0
The Role of the Mylohyoid Line in the Spread of Mandibular Odontogenic Deep Neck Infection. 髓舌骨线在下颌牙源性深颈感染扩散中的作用。
IF 2.9 3区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-11-19 DOI: 10.1111/odi.70149
Eiji Iwata, Kyoichi Obata, Shogo Kikuta, Naoki Kaneko, Kotaro Sato, Norio Kitagawa, Yohei Takeshita, Katsuhisa Matsuo, Junsei Sameshima, Akira Tachibana, Shintaro Kawano, Jingo Kusukawa, Masaya Akashi, Soichiro Ibaragi, Joe Iwanaga

Introduction: Although mandibular odontogenic deep neck infections are occasionally fatal, the transmission pathway has not been elucidated.

Materials and methods: This multicenter retrospective study was comprised of the patients of both sexes who were over 18 years of age and who had mandibular odontogenic deep neck abscesses. The patients' characteristics, laboratory tests, and radiographic findings were analyzed.

Results: One hundred eighteen patients with mandibular odontogenic deep neck abscesses were included. Bone resorption superior to the mylohyoid line and the related abscess formation in submandibular space or submental space were both significantly associated with the presence of sublingual space abscess. In addition, the type of causative tooth was not a risk factor for abscess formation in both the sublingual space and "submandibular or submental" space.

Conclusions: When an odontogenic lesion is located superior to the mylohyoid line, the abscess tends to initially form in the sublingual space and subsequently spread to the submandibular or submental space. Since any mandibular tooth can lead to abscess formation in these regions, oral and maxillofacial surgeons should carefully assess the anatomical position of the lesion and accurately identify the causative tooth.

虽然下颌牙源性深颈部感染有时是致命的,但其传播途径尚未阐明。材料与方法:本多中心回顾性研究纳入年龄在18岁以上的下颌牙源性深颈脓肿患者,男女皆可。分析患者的特点、实验室检查和影像学表现。结果:纳入118例下颌牙源性深颈脓肿患者。下颌舌骨线以上骨吸收及相关的下颌间隙或颏下间隙脓肿的形成与舌下间隙脓肿的存在有显著的相关性。此外,致病牙的类型不是舌下间隙和“下颌下或颏下”间隙脓肿形成的危险因素。结论:当牙源性病变位于下颌舌骨线上方时,脓肿倾向于最初在舌下空间形成,随后扩散到下颌下或颏下空间。由于任何下颌牙齿都可能导致这些区域形成脓肿,口腔颌面外科医生应仔细评估病变的解剖位置并准确识别致病牙齿。
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引用次数: 0
Machine Learning Classification of Palatal Salivary Gland Tumors Using Clinical and Demographic Descriptors. 使用临床和人口统计学描述符的腭唾液腺肿瘤的机器学习分类。
IF 2.9 3区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-11-18 DOI: 10.1111/odi.70104
Luís Arthur de Melo Tassinari, Anna Luíza Damaceno Araújo, Sebastião Silvério de Sousa-Neto, Felipe Paiva Fonseca, Bruno Augusto Linhares Almeida Mariz, Manoela Domingues Martins, Bruno Augusto Benevenuto de Andrade, Michelle Agostini, Hélder Antônio Rebelo Pontes, Ana Carolina Prado Ribeiro, Thaís Bianca Brandão, Andre Caroli Rocha, Marcio Ajudarte Lopes, Pablo Agustin Vargas, Luiz Paulo Kowalski, Alan Roger Santos-Silva, Matheus Cardoso Moraes

Objective: To investigate the potential of machine learning systems for the clinical classification of palatal salivary gland tumors into five diagnostic categories using only demographic and clinical data.

Methods: Four machine learning models-Multilayer Perceptron (MLP), Support Vector Machine (SVM), Random Forest (RF), and XGBoost-were implemented based on demographic and clinical attributes from 100 patients. The methodology involved a four-step process: Hyperparameter optimization using systematic search for combinations (Grid Search), fivefold cross-validation comprising training and testing, classifier training, and tests, followed by the acquisition of standardized performance metrics. The input attributes included age, sex, location, and symptoms. Performance was evaluated using accuracy, macro-average sensitivity, specificity, precision, and F1-score.

Results: According to the mean accuracy values, XGBoost and MLP achieved the highest performance (81%), followed by SVM (80%) and RF (79%). Nevertheless, for all models, both macro-averaged sensitivity and F1-score were relatively low, remaining below 75%. Specificity emerged as the most consistent metric, ranging from 85% to 90% across all classifiers. All models reached a perfect score (1.0) in the classification of PA, whereas performance declined for malignant tumors, particularly for the rarer subtypes.

Conclusions: Machine learning is a feasible approach for classifying palatal salivary gland tumors, demonstrating high specificity but limited sensitivity, primarily due to the uneven distribution of tumor subclasses, particularly the malignant ones, which are underrepresented owing to their rarity. XGBoost proved to be the most robust model with a low computational cost.

目的:探讨机器学习系统在腭唾液腺肿瘤临床分类中的潜力,仅使用人口统计学和临床数据将其分为五种诊断类别。方法:采用多层感知器(MLP)、支持向量机(SVM)、随机森林(RF)和xgboost四种机器学习模型,基于100例患者的人口学特征和临床特征。该方法包括四个步骤:使用系统搜索组合的超参数优化(网格搜索),包括训练和测试的五倍交叉验证,分类器训练和测试,然后获得标准化性能指标。输入属性包括年龄、性别、位置和症状。使用准确性、宏观平均灵敏度、特异性、精密度和f1评分来评估性能。结果:从平均准确率值来看,XGBoost和MLP的准确率最高(81%),其次是SVM(80%)和RF(79%)。然而,对于所有模型,宏观平均灵敏度和f1评分都相对较低,保持在75%以下。特异性是最一致的指标,在所有分类器中从85%到90%不等。所有模型在PA的分类中都达到了满分(1.0),而对于恶性肿瘤,特别是对于罕见的亚型,其表现有所下降。结论:机器学习是腭唾液腺肿瘤分类的一种可行方法,具有高特异性,但灵敏度有限,主要是由于肿瘤亚类分布不均匀,特别是恶性肿瘤,由于其罕见性而代表性不足。XGBoost被证明是最健壮的模型,计算成本低。
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引用次数: 0
YY1 Induced FOXD2-AS1 Drives Proliferation of Oral Squamous Cell Carcinoma Through EZH2/CDKN1A Axis. YY1诱导的FOXD2-AS1通过EZH2/CDKN1A轴驱动口腔鳞状细胞癌增殖
IF 2.9 3区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-11-18 DOI: 10.1111/odi.70147
Zhonglin Yu, Xiaohu Lin, Pengfei Zhao, Zhang Zhao, Yao Zeng, Wei Li, Wenkai Zhou, Liu Liu, Wei Cao

Introduction: Long non-coding RNAs (lncRNAs) have gained recognition as pivotal regulators in cancer biology. Among them, FOXD2-AS1 has been implicated in multiple cancer types; however, its functional significance and regulatory mechanisms in oral squamous cell carcinoma (OSCC) remain unclear. This study explores the mechanism of FOXD2-AS1 in OSCC progression, focusing on its interaction with the EZH2/CDKN1A axis.

Materials and methods: FOXD2-AS1 expression was analyzed in TCGA datasets and clinical OSCC samples, validated by qRT-PCR/FISH. Functional impacts on proliferation, cell cycle (flow cytometry) and apoptosis were assessed. Mechanistic studies employed ChIP/RIP/dual-luciferase assays for FOXD2-AS1/YY1/EZH2 interactions, with xenograft models evaluating tumorigenicity.

Results: FOXD2-AS1 was markedly upregulated in OSCC tissues and linked to poor prognosis. Its knockdown suppressed proliferation, induced G1 arrest, and promoted apoptosis, while overexpression reversed these effects. Mechanistically, YY1 transcriptionally activated FOXD2-AS1, which bound EZH2 to enhance H3K27me3 deposition, repressing CDKN1A expression.

Discussion: Our findings revealed that the YY1/FOXD2-AS1/EZH2 axis drives OSCC progression by epigenetically silencing CDKN1A. FOXD2-AS1 demonstrates potential as both a prognostic biomarker and therapeutic target, highlighting the need for further exploration of lncRNA-based therapeutic approaches in OSCC.

长链非编码rna (Long non-coding rna, lncRNAs)在癌症生物学中被认为是关键的调控因子。其中,FOXD2-AS1与多种癌症类型有关;然而,其在口腔鳞状细胞癌(OSCC)中的功能意义和调节机制尚不清楚。本研究探讨了FOXD2-AS1在OSCC进展中的机制,重点关注其与EZH2/CDKN1A轴的相互作用。材料和方法:分析TCGA数据集和临床OSCC样本中FOXD2-AS1的表达,并通过qRT-PCR/FISH验证。观察其对细胞增殖、细胞周期(流式细胞术)和细胞凋亡的影响。机制研究采用ChIP/RIP/双荧光素酶检测FOXD2-AS1/YY1/EZH2相互作用,异种移植模型评估致瘤性。结果:FOXD2-AS1在OSCC组织中表达明显上调,与预后不良有关。其敲低抑制增殖,诱导G1阻滞,促进细胞凋亡,而过表达逆转这些作用。从机制上讲,YY1转录激活FOXD2-AS1, FOXD2-AS1结合EZH2增强H3K27me3沉积,抑制CDKN1A表达。讨论:我们的研究结果表明,YY1/FOXD2-AS1/EZH2轴通过表观遗传沉默CDKN1A驱动OSCC进展。FOXD2-AS1显示出作为预后生物标志物和治疗靶点的潜力,强调了进一步探索基于lncrna的OSCC治疗方法的必要性。
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Oral diseases
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