OPMD

OPMD
  • 文章类型: Journal Article
    目的突变素是导致口牙疾病的变异链球菌毒力的有效毒力因子。和口腔潜在恶性疾病(OPMD)被认为是口腔内口粘膜层的恶变前状况。这项研究的目的是从OPMD患者的临床样本中表型表征变形链球菌,并与健康个体进行比较,以评估mutacin基因的频率。方法从三个不同的组中收集唾液样品(n=60),并将样品在37°C下在Mutans-Sanguis琼脂中孵育48小时。孵化后,对这些分离株进行了变异链球菌表型鉴定,并通过聚合酶链反应(PCR)评估了变异链球菌基因及其类型的频率.结果发现变形链球菌在OPMD病例中更为普遍(45%),其次是患有龋齿的健康个体(15%)。除第3组(健康个体)无龋齿外,所有组均表达了Mutacin基因。MutacinI在第1组和第2组中的表达最高,分别为88%和62.5,在所有表达为0%的组中,mutacinIII的表达最少。结论该研究结果表明,在与OPMD和龋齿相关的变异链球菌临床菌株中存在变异星基因类型。可能需要进一步的实验证据来评估频率并设计靶向该频率的新型药物。
    Objectives Mutacins are potent virulent factors attributing to the virulence in Streptococcus mutans leading to oro-dental diseases, and oral potentially malignant disorders (OPMDs) are considered a premalignant condition of the oro-mucosal layers in the oral cavity. The purpose of this study was to phenotypically characterize S. mutans from the clinical samples of patients with OPMD and to assess the frequency of mutacin genes in comparison with healthy individuals. Methods Saliva samples (n=60) were collected from three different groups and the samples were incubated at 37°C for 48 hours in Mutans-Sanguis agar. After incubation, the isolates were identified phenotypically for S. mutans and the frequency of mutacin genes and its types were assessed by polymerase chain reaction (PCR). Results S. mutans was found to be more prevalent in the OPMD cases (45%) followed by healthy individuals with caries (15%). Mutacin genes were expressed in all the groups except Group 3 (healthy individuals) without caries. Mutacin I was expressed the highest in Group 1 and Group 2 with 88% and 62.5, respectively, and mutacin III was expressed the least in all groups with 0% expression. Conclusion The findings of the study show the presence of mutacin gene types in the clinical strains of S. mutans in association with OPMD and caries. Further experimental evidence may be required to assess the frequency and to design a novel drug targeting the same.
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  • 文章类型: Journal Article
    背景:健康人群和口腔鳞状细胞癌(OSCC)等口腔疾病患者中口腔人乳头瘤病毒(HPV)的患病率,口腔潜在恶性疾病(OPMD),和口腔良性病变(BL),文献中没有一致的描述,具有稀缺且通常是异构的数据。此外,HPV预防性疫苗在预防HPV相关口腔疾病中的功效几乎没有研究.
    方法:在1,415个口腔冲洗样本中分析了HPV的患病率和疫苗的潜在影响,收集超过10年,并根据组织学/临床诊断分为四类。
    结果:OSCC中的HPV患病率,OPMD,BL患者和可能暴露于HPV(HPE)的健康个体具有可比性(12.7vs.27.2%与13.5vs.9%)。疫苗影响的统计分析涉及计算高和低估计值,并且仅对低效应显示显着差异。在OSCC和HPE患者中,非价疫苗的估计值比二价疫苗低(29.6vs.51.9%,p<0.05;18.2vs.42.4%,p<0.05),而对于OPMD和BL,二价低估计值的频率低于四价和非价估计值(48.6vs.68.6%,p<0.05和48.6vs.77.1%,p<0.05;23.9vs.50.7%,p<0.05,23.9vs.63.4%,p<0.05)。
    结论:这项研究为口腔HPV的流行提供了新的见解,并表明在存在OSCC诊断的情况下,非单价疫苗可能比其他疫苗提供更好的保护。相反,四价疫苗可能足以预防OPMD和BL。
    BACKGROUND: The prevalence of oral human papillomavirus (HPV) in the healthy population and patients with oral diseases such as oral squamous cell carcinoma (OSCC), oral potentially malignant disorders (OPMDs), and oral benign lesions (BL), is not consistently described in the literature, with scarce and often heterogeneous data. In addition, the efficacy of HPV prophylactic vaccines in preventing HPV-related oral disorders has been scarcely investigated.
    METHODS: The prevalence of HPV and the potential impact of vaccines were analyzed in 1,415 oral rinse specimens, collected over 10 years and grouped into four categories based on histological/clinical diagnosis.
    RESULTS: HPV prevalence in OSCC, OPMD, and BL patients and in healthy individuals potentially exposed to HPV (HPE) was comparable (12.7 vs. 27.2% vs. 13.5 vs. 9%). Statistical analysis of the vaccine impact involved calculating high and low estimates and showed a significant difference only for the low effect. The nonavalent vaccine had higher low estimates than the bivalent vaccine in OSCC and HPE patients (29.6 vs. 51.9%, p < 0.05; 18.2 vs. 42.4%, p < 0.05), while for OPMD and BL, the frequency of bivalent low estimates was lower than that of quadrivalent and nonavalent (48.6 vs. 68.6%, p < 0.05 and 48.6 vs. 77.1%, p < 0.05; 23.9 vs. 50.7%, p < 0.05, and 23.9 vs. 63.4%, p < 0.05).
    CONCLUSIONS: This study provided new insights into the prevalence of oral HPV and showed that the nonavalent vaccine may provide better protection than the other vaccines in the presence of an OSCC diagnosis. Conversely, the quadrivalent vaccine may be sufficient to prevent OPMD and BL.
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  • 文章类型: Journal Article
    牙医,特别是那些不是口腔病变专家,生活在农村地区的人,需要一个人工智能(AI)系统来准确地帮助他们筛查可能出现在智能手机图像中的口腔癌。没有多少文献提出了解决需求的可行模型,特别是在智能手机图像中的口腔病变分割的背景下。这项研究展示了使用基于深度学习的人工智能来同时识别口腔癌病变的类型,并首次精确地勾勒出图像中病变的边界。感兴趣的病变是口腔潜在恶性疾病(OPMD)和口腔鳞状细胞癌(OSCC)病变。该模型可以成功地(1)检测图像是否包含口腔病变,(2)确定病变的类型,和(3)精确地勾勒出病变的边界。随着我们项目的未来成功,在癌前病变发展为致命的癌变之前,患者将得到早期诊断和治疗。
    Dentists, especially those who are not oral lesion specialists and live in rural areas, need an artificial intelligence (AI) system for accurately assisting them in screening for oral cancer that may appear in smartphone images. Not many literatures present a viable model that addresses the needs, especially in the context of oral lesion segmentation in smartphone images. This study demonstrates the use of a deep learning-based AI for simultaneously identifying types of oral cancer lesions as well as precisely outlining the boundary of the lesions in the images for the first time. The lesions of interest were oral potentially malignant disorders (OPMDs) and oral squamous cell carcinoma (OSCC) lesions. The model could successfully (1) detect if the images contained the oral lesions, (2) determine types of the lesions, and (3) precisely outline the boundary of the lesions. With future success of our project, patients will be diagnosed and treated early before the pre-cancer lesions can progress into deadly cancerous ones.
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  • 文章类型: Journal Article
    背景:槟榔及其主要成分,槟榔,IARC认为是口腔癌发展的主要危险因素。槟榔提取物(ANE)暴露与OPMD进展和恶性转化为OSCC有关。然而,ANE作用于口腔微环境中其他细胞类型以促进口腔癌变的详细机制仍然难以捉摸。
    方法:通过免疫组织化学和免疫荧光染色对与OPMD和OSCC相关的巨噬细胞进行免疫谱分析。进行磷酸激酶和细胞因子阵列和蛋白质印迹以确定潜在的机制。使用Transwell测定来评估ANE的迁移促进作用。最后应用仓鼠模型来证实ANE的体内作用。
    结果:我们报道M2巨噬细胞与口腔癌进展呈正相关。ANE诱导M2巨噬细胞分化,CREB磷酸化和VCAM-1分泌和增加线粒体代谢。来自经ANE处理的巨噬细胞的条件培养基和VCAM-1促进口腔癌前体细胞的迁移和间充质表型。体内研究表明,ANE增强了仓鼠口腔颊组织中的M2极化和相关信号通路。
    结论:我们的研究为槟榔诱导的口腔癌变提供了新的机制,证明槟榔促进M2巨噬细胞分化和致癌细胞因子的分泌,这些细胞因子严重激活口腔癌前细胞的恶性转化。
    BACKGROUND: Betel quid and its major ingredient, areca nut, are recognized by IARC as major risk factors in oral cancer development. Areca nut extract (ANE) exposure has been linked to OPMD progression and malignant transformation to OSCC. However, the detailed mechanism through which ANE acts on other cell types in the oral microenvironment to promote oral carcinogenesis remains elusive.
    METHODS: Immunoprofiling of macrophages associated with OPMD and OSCC was carried out by immunohistochemical and immunofluorescence staining. Phosphokinase and cytokine arrays and western blotting were performed to determine the underlying mechanisms. Transwell assays were used to evaluate the migration-promoting effect of ANE. Hamster model was finally applied to confirm the in vivo effect of ANE.
    RESULTS: We reported that M2 macrophages positively correlated with oral cancer progression. ANE induced M2 macrophage differentiation, CREB phosphorylation and VCAM-1 secretion and increased mitochondrial metabolism. Conditioned medium and VCAM-1 from ANE-treated macrophages promoted migration and mesenchymal phenotypes in oral precancer cells. In vivo studies showed that ANE enhanced M2 polarization and related signaling pathways in the oral buccal tissues of hamsters.
    CONCLUSIONS: Our study provides novel mechanisms for areca nut-induced oral carcinogenesis, demonstrating that areca nut promotes M2 macrophage differentiation and secretion of oncogenic cytokines that critically activate malignant transformation of oral premalignant cells.
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  • 文章类型: Journal Article
    高水平的血管内皮生长因子(VEGF),成纤维细胞生长因子(FGF)-2和血管生成素(ANG)-2存在于口腔鳞状细胞癌(OSCC)和口腔潜在恶性疾病(OPMD)的组织中。正如预期的那样,VEGF,FGF-2和ANG-2过表达与滋养生长的OPMD或OSCC并为后者提供转移途径的新血液和淋巴管的发育平行。值得注意的是,VEGF,FGF-2和ANG-2也与上皮-间质转化(EMT)有关,转分化过程,分别促进或加剧正常和肿瘤性口腔上皮细胞的侵袭性。这里,我们总结了已发表的关于VEGF之间相互作用的影响的工作,FGF-2,ANG-2,血管生成,EMT对口腔癌有影响。审查的研究结果表明,VEGF,FGF-2和ANG-2激发蛋白激酶B(AKT)或丝裂原活化蛋白激酶(MAPK),两种信号通路可以促进OPMDs和OSCC中的EMT和新血管形成。由于EMT和血管生成是OSCC发生和进展的关键,以及它的放射和化学抗性,这些数据鼓励在该恶性肿瘤的治疗中包括AKT或MAPK抑制剂和/或抗血管生成药物.
    High levels of vascular endothelial growth factor (VEGF), fibroblast growth factor (FGF)-2 and angiopoietin (ANG)-2 are found in tissues from oral squamous cell carcinoma (OSCC) and oral potentially malignant disorders (OPMDs). As might be expected, VEGF, FGF-2, and ANG-2 overexpression parallels the development of new blood and lymphatic vessels that nourish the growing OPMDs or OSCCs and provide the latter with metastatic routes. Notably, VEGF, FGF-2, and ANG-2 are also linked to the epithelial-to-mesenchymal transition (EMT), a trans-differentiation process that respectively promotes or exasperates the invasiveness of normal and neoplastic oral epithelial cells. Here, we have summarized published work regarding the impact that the interplay among VEGF, FGF-2, ANG-2, vessel generation, and EMT has on oral carcinogenesis. Results from the reviewed studies indicate that VEGF, FGF-2, and ANG-2 spark either protein kinase B (AKT) or mitogen-activated protein kinases (MAPK), two signaling pathways that can promote both EMT and new vessels\' formation in OPMDs and OSCCs. Since EMT and vessel generation are key to the onset and progression of OSCC, as well as to its radio- and chemo-resistance, these data encourage including AKT or MAPK inhibitors and/or antiangiogenic drugs in the treatment of this malignancy.
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  • 文章类型: Journal Article
    背景:运动被广泛认为对骨骼肌衰老具有有益的影响。此外,也有一些研究表明运动对肌营养不良有积极作用。耳咽肌营养不良症(OPMD)是一种由PAPBN1基因突变引起的迟发性常染色体显性遗传性神经肌肉疾病。这些突变包括在其编码区中的短(1-8)和减数分裂稳定的GCN三核苷酸重复扩增,其负责PAPBN1核内聚集体的形成。这项研究旨在描述两种类型的慢性运动的影响,抵抗力和耐力,使用OPMD的相关鼠模型对OPMD骨骼肌表型进行研究。
    方法:在本研究中,我们测试了两种锻炼方案。在第一,基于耐力锻炼,FvB(野生型)和A17(OPMD)小鼠接受了为期6周的电动跑步机方案,包括每周3次20cm/s的跑步20分钟。在第二个协议中,基于慢性机械过载(OVL)产生的阻力运动,手术切除腓肠肌和比目鱼肌,诱导膈肌肥大。在这两种运动中,将A17和FvB小鼠的肌肉与久坐小鼠的肌肉进行比较。对于所有的团体,力测量,肌肉组织学,并进行了分子分析。
    结果:遵循耐力锻炼方案,我们没有观察到肌肉生理参数的任何重大变化,但是胫骨前肌PABPN1核内聚集体的数量增加(+24%,**P=0.0026)和腓肠肌(+18%,****P<0.0001)以及增强的胶原蛋白沉积(+20%,**胫骨前肌P=0.0064;+35%,**在腓肠肌中P=0.0042)在锻炼的A17OPMD小鼠中。在超生理抗性过载方案中,我们还观察到A17OPMD小鼠的plant肌中胶原蛋白沉积增加(×2,*****P<0.0001),这与较大的肌肉质量(×2,*****P<0.0001)和纤维横截面积(×2,****P<0.0001)。
    结论:跑步运动和机械超负荷导致A17小鼠骨骼肌的结果非常不同。两种类型的运动都增强了胶原蛋白的沉积,但是跑步方案增加了聚集体,OVL减少了他们。更重要的是,OVL逆转了A17小鼠的肌肉萎缩和最大力。我们在相关模型中进行的研究表明了不同类型的运动对OPMD肌肉的影响,应在人类中进一步评估,以作为OPMD个体生活方式的一部分。
    BACKGROUND: Exercise is widely considered to have beneficial impact on skeletal muscle aging. In addition, there are also several studies demonstrating a positive effect of exercise on muscular dystrophies. Oculopharyngeal muscular dystrophy (OPMD) is a late-onset autosomal dominant inherited neuromuscular disorder caused by mutations in the PAPBN1 gene. These mutations consist in short (1-8) and meiotically stable GCN trinucleotide repeat expansions in its coding region responsible for the formation of PAPBN1 intranuclear aggregates. This study aims to characterize the effects of two types of chronic exercise, resistance and endurance, on the OPMD skeletal muscle phenotype using a relevant murine model of OPMD.
    METHODS: In this study, we tested two protocols of exercise. In the first, based on endurance exercise, FvB (wild-type) and A17 (OPMD) mice underwent a 6-week-long motorized treadmill protocol consisting in three sessions per week of running 20 cm/s for 20 min. In the second protocol, based on resistance exercise generated by chronic mechanical overload (OVL), surgical removal of gastrocnemius and soleus muscles was performed, inducing hypertrophy of the plantaris muscle. In both types of exercise, muscles of A17 and FvB mice were compared with those of respective sedentary mice. For all the groups, force measurement, muscle histology, and molecular analyses were conducted.
    RESULTS: Following the endurance exercise protocol, we did not observe any major changes in the muscle physiological parameters, but an increase in the number of PABPN1 intranuclear aggregates in both tibialis anterior (+24%, **P = 0.0026) and gastrocnemius (+18%, ****P < 0.0001) as well as enhanced collagen deposition (+20%, **P = 0.0064 in the tibialis anterior; +35%, **P = 0.0042 in the gastrocnemius) in the exercised A17 OPMD mice. In the supraphysiological resistance overload protocol, we also observed an increased collagen deposition (×2, ****P < 0.0001) in the plantaris muscle of A17 OPMD mice which was associated with larger muscle mass (×2, ****P < 0.0001) and fibre cross sectional area (×2, ***P = 0.0007) and increased absolute maximal force (×2, ****P < 0.0001) as well as a reduction in PABPN1 aggregate number (-16%, ****P < 0.0001).
    CONCLUSIONS: Running exercise and mechanical overload led to very different outcome in skeletal muscles of A17 mice. Both types of exercise enhanced collagen deposition but while the running protocol increased aggregates, the OVL reduced them. More importantly OVL reversed muscle atrophy and maximal force in the A17 mice. Our study performed in a relevant model gives an indication of the effect of different types of exercise on OPMD muscle which should be further evaluated in humans for future recommendations as a part of the lifestyle of individuals with OPMD.
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  • 文章类型: Journal Article
    这份手稿严格审查了口腔潜在恶性疾病的当前分类,质疑将如此庞大的人口标记为癌前病变的实用性和含义,鉴于大多数疾病的口腔癌的实际进展明显较低。该论文主张修订的分类系统,以准确反映与不同疾病相关的不同恶性肿瘤风险。建议重新评估诊断和管理方法,以减轻过度诊断并减轻患者负担。我们建议将具有口腔恶性潜能的疾病分类如下:口腔癌前疾病,包括高危病变和红斑等疾病,非均质白斑,增殖性白斑,和光化性角化病;口腔潜在的癌前病变,覆盖病变,条件,和具有不同口腔表现的系统性疾病,具有有限或未定义的转化风险,如均匀的白斑,口腔粘膜下纤维化,口腔苔藓样疾病,慢性增生性念珠菌病,已知病因的角化病(无烟烟草,khat),反向吸烟者的腭病变,和先天性角化障碍;以及具有口腔恶性潜能的系统性疾病,包括范可尼贫血,着色性干皮病,和慢性免疫抑制(包括骨髓移植后的患者),这与没有前兆病变的口腔癌风险增加有关。我们提供了说明性的例子来展示这个框架如何为研究提供实用的指导,决策,和临床实践。
    This manuscript critically examines the current classification of oral potentially malignant disorders, questioning the practicality and implications of labeling such a large population as precancerous, given that the actual progression to oral cancer is significantly low for most disorders. The paper advocates for a revised classification system that accurately reflects the varying malignancy risks associated with different disorders. It suggests a reassessment of the diagnostic and management approaches to mitigate overdiagnosis and alleviate patient burdens. We propose categorizing diseases with oral malignant potential as follows: Oral Precancerous Diseases, encompassing high-risk lesions and conditions like erythroplakia, non-homogeneous leukoplakia, proliferative leukoplakia, and actinic keratosis; Oral Potentially Premalignant Diseases, covering lesions, conditions, and systemic diseases with distinct oral manifestations harboring a limited or undefined risk of transformation, such as homogeneous leukoplakia, oral submucous fibrosis, oral lichenoid diseases, chronic hyperplastic candidosis, keratosis of known aetiology (smokeless tobacco, khat), palatal lesions in reverse smokers, and dyskeratosis congenita; and Systemic Conditions with Oral Malignant Potential including Fanconi\'s anemia, xeroderma pigmentosum, and chronic immunosuppression (including patients post-bone marrow transplantation), which are associated with an increased risk of oral cancer without preceding precursor lesions. We provide illustrative examples to demonstrate how this framework offers practical guidance for research, policy-making, and clinical practice.
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  • 文章类型: Case Reports
    造血干细胞移植是治疗骨髓增生异常综合征的唯一治疗方法,移植物抗宿主病(GVHD)是经常遇到的后果。GVHD分为急性(aGVHD)或慢性(cGVHD)。口腔受慢性影响最大。cGVHD的口腔表现是可变的,包括斑块,韦翰条纹,和苔藓样片。为了防止恶性误诊,2014年NIH共识报告决定排除白色斑块作为口服cGVHD的诊断指标.然而,通过组织学确认,仍有可能将白色斑块病变分类为cGVHD.活检的性能应在仔细考虑和彻底评估相关的风险和益处后进行。对口腔癌风险评估的深入审查至关重要,需要仔细审查多种因素,以准确估计口服cGVHD患者恶性转化的可能性。该报告描述了一个口服cGVHD的病例,该病例经组织病理学证实为角化过度斑块病变,该病例在十年前接受了异基因造血干细胞移植。
    Hematopoietic stem cell transplantation is the only curative intervention for myelodysplastic syndrome, with graft-versus-host disease (GVHD) being a frequently encountered consequence. GVHD is classified as acute (aGVHD) or chronic (cGVHD). The oral cavity is the most impacted by chronic. Oral manifestations of cGVHD are variable and include plaque, Wickham striae, and lichenoid patches. In order to prevent malignant misdiagnosis, the 2014 NIH consensus report decided to exclude white plaque as a diagnostic indicator for oral cGVHD. Nevertheless, it is still possible to classify a white plaque lesion as cGVHD through histological confirmation. The performance of a biopsy should be undertaken following meticulous consideration and a thorough evaluation of the associated risks and benefits. The in-depth review of oral cancer risk assessment is crucial, necessitating a careful review of multiple factors to accurately estimate the likelihood of malignant transformation in individuals with oral cGVHD. This report describes a case of oral cGVHD manifesting as hyperkeratotic plaque lesions confirmed by histopathology in a 62-year-old man who received an allogeneic hematopoietic stem cell transplant over a decade ago.
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  • 文章类型: Journal Article
    背景:口腔潜在恶性疾病(OPMDs)的显著恶性转化率要求早期诊断和正确管理OPMDs,不仅要减轻症状,还要防止其侵袭性结果。这项回顾性研究旨在通过定量评估OPMD病例的转诊类型之间的关联来量化识别OPMD的患者相关意识的需求。本研究还旨在分析性别与OPMD转诊类型之间的关联。
    方法:样本量n=1577(500-白斑,500-口腔粘膜下纤维化(OSMF),500扁平苔藓,77-地衣类反应)在本回顾性研究中被考虑。有关样本病例的数据是从2019年6月至2024年2月的Saveetha牙科学院和医院的普通患者数据库中提取的。采用随机抽样的方法,根据主诉将OPMD分为两组,分别为自我转诊和专科转诊。分离的数据在MicrosoftExcel中制表(Microsoft®Corp.,雷德蒙德,WA),然后导出到IBMSPSSStatisticsforWindows,版本23(2015年发布;IBMCorp.,Armonk,纽约,美国)进行统计分析。采用Pearson卡方检验分析转诊类型的关联,OPMD,和性别。
    结果:在1577例OPMD病例中,929例(58.9%)为专家转诊病例,648例(41.1%)为自我转诊病例。在OPMD中,扁平苔藓是最多的自我转诊的310(62%),白斑是最多的专家转诊的470(78.6%)类别。这项研究发现,转诊类型与OPMD类型之间存在统计学上的显着相关性(p=0.000)。在女性(23.3%)比男性(17.8%)以及除苔藓样反应外的所有OPMD类别中,自我转诊更为普遍。该观察结果也是统计学上显著的(p=0.000)。结论:在本研究中选择的OPMD中,扁平苔藓和OSMF更多是自我转诊,白斑病例大多是专科医生转诊。这项研究强调需要检测症状较少的病变,如白斑,恶性转化的风险很高。缺乏对患者OPMD识别的认识可能导致延误诊断和治疗,这可能进一步导致进展为积极的结果。
    BACKGROUND: The significant malignant transformation rates of oral potentially malignant disorders (OPMDs) demand early diagnosis and proper management of OPMDs not only to reduce symptoms but also to prevent their aggressive outcomes. This retrospective study aimed to quantify the need for patient-related awareness in identifying OPMDs by quantitatively evaluating the association between the type of referral in OPMD cases. This study also aims to analyze the association between gender and types of referral in OPMDs.
    METHODS: The sample size of n=1577 (500-leukoplakia, 500-oral submucous fibrosis (OSMF), 500-lichen planus, 77-lichenoid reaction) was considered in the present retrospective study. Data regarding the sample cases were extracted from the common patient database of the Saveetha Dental College and Hospitals from June 2019 to February 2024. Random sampling method was used, and the OPMDs were categorized into two groups based on the chief complaint as self-referred and specialist-referred cases. The segregated data were tabulated in Microsoft Excel (Microsoft® Corp., Redmond, WA) and then exported to IBM SPSS Statistics for Windows, Version 23 (Released 2015; IBM Corp., Armonk, New York, United States) for statistical analysis. Pearson\'s chi-square test was conducted to analyze the association of referral type, OPMDs, and gender.
    RESULTS: Out of 1577 OPMD cases, 929 (58.9%) were specialist-referral cases and 648 (41.1%) were self-referral cases. Among OPMDs, lichen planus was the most self-referred 310 (62%) and leukoplakia was the most specialist-referred 470 (78.6%) category. This study found a statistically significant correlation between the type of referrals and the type of OPMDs (p=0.000). Self-referral was more commonly observed in females (23.3%) than males (17.8%) in general and among all categories of OPMDs except lichenoid reactions. This observation was also statistically significant (p=0.000).  Conclusion: Among OPMDs selected in the present study, lichen planus and OSMF were more self-referred and leukoplakia cases were mostly specialist-referred. This study highlights the need of detecting less symptomatic lesions, such as leukoplakia, which has a high risk of malignant transformation. The lack of awareness about the identification of OPMDs among patients can result in delayed diagnosis and treatment, which may further result in progression to aggressive outcomes.
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  • 文章类型: Systematic Review
    背景:口腔潜在恶性疾病(OPMD)是指一组异质性的临床表现,恶性转化率升高。OPMDs的风险水平的识别对于确定对高风险患者进行积极干预和对低风险患者进行常规随访的必要性至关重要。机器学习模型在牙科的几个领域显示出巨大的潜力,强烈表明其应用于估计癌前病变的恶性转化率。
    方法:对Pubmed/MEDLINE进行了全面的文献检索,WebofScience,Scopus,Embase,CochraneLibrary数据库用于识别文章,包括机器学习模型和算法,以预测OPMD中的恶性转化。相关书目数据,研究特点,并为符合条件的研究提取结局.通过IJMEDI检查表评估纳入研究的质量。
    结果:根据PECOS标准,有15篇文章适合本综述。在所有研究中,U网架构的灵敏度最高(100%),峰值随机森林模型,和偏最小二乘判别分析(PLSDA)。对于PLSDA注意到最高特异性(100%)。风险预测的总体准确度范围在95.4%至74%之间。
    结论:机器学习被证明是风险预测的可行工具,表现出更高的灵敏度,自动化,提高了预测OPMD转化的准确性。它提出了一种有效的方法来结合多个变量来监测OPMD的进展并预测其恶性潜力。然而,它对数据集特征的敏感性需要优化输入参数以最大化分类器的效率。
    BACKGROUND: Oral Potentially Malignant Disorders (OPMDs) refer to a heterogenous group of clinical presentations with heightened rate of malignant transformation. Identification of risk levels in OPMDs is crucial to determine the need for active intervention in high-risk patients and routine follow-up in low-risk ones. Machine learning models has shown tremendous potential in several areas of dentistry that strongly suggest its application to estimate rate of malignant transformation of precancerous lesions.
    METHODS: A comprehensive literature search was performed on Pubmed/MEDLINE, Web of Science, Scopus, Embase, Cochrane Library database to identify articles including machine learning models and algorithms to predict malignant transformation in OPMDs. Relevant bibliographic data, study characteristics, and outcomes were extracted for eligible studies. Quality of the included studies was assessed through the IJMEDI checklist.
    RESULTS: Fifteen articles were found suitable for the review as per the PECOS criteria. Amongst all studies, highest sensitivity (100%) was recorded for U-net architecture, Peaks Random forest model, and Partial least squares discriminant analysis (PLSDA). Highest specificity (100%) was noted for PLSDA. Range of overall accuracy in risk prediction was between 95.4% and 74%.
    CONCLUSIONS: Machine learning proved to be a viable tool in risk prediction, demonstrating heightened sensitivity, automation, and improved accuracy for predicting transformation of OPMDs. It presents an effective approach for incorporating multiple variables to monitor the progression of OPMDs and predict their malignant potential. However, its sensitivity to dataset characteristics necessitates the optimization of input parameters to maximize the efficiency of the classifiers.
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