首页 > 最新文献

Oral Oncology Reports最新文献

英文 中文
Does altered Ki67 expression in recurrent membranous basal cell adenoma point toward the need for reclassification? 复发性膜性基底细胞腺瘤中 Ki67 表达的改变是否表明需要重新分类?
Pub Date : 2024-08-16 DOI: 10.1016/j.oor.2024.100631

The pathogenesis of membranous BCA recurrence remains unclear, with only a few cases reported. The current study focuses on a case that exhibits a high Ki-67 proliferative index, which raises questions about its impact on the prognosis and treatment plan. We have conducted a literature review to gain insight into the altered ki67 expression pattern in membranous BCA. We have also proposed a hypothesis that suggests recurrent membranous BCA cases with Ki67 levels between 5 % and 10 % signify an intermediate grade and warrant reclassification. More research is needed to confirm this hypothesis and understand the prognosis for this variant.

膜性 BCA 复发的发病机制仍不清楚,仅有少数病例报道。本研究的重点是一例表现出高Ki-67增殖指数的病例,这引发了有关Ki-67对预后和治疗方案的影响的问题。我们进行了文献综述,以深入了解膜性 BCA 中 ki67 表达模式的改变。我们还提出了一个假设,认为Ki67水平在5%和10%之间的复发性膜性BCA病例属于中级,需要重新分类。要证实这一假设并了解这种变异的预后,还需要更多的研究。
{"title":"Does altered Ki67 expression in recurrent membranous basal cell adenoma point toward the need for reclassification?","authors":"","doi":"10.1016/j.oor.2024.100631","DOIUrl":"10.1016/j.oor.2024.100631","url":null,"abstract":"<div><p>The pathogenesis of membranous BCA recurrence remains unclear, with only a few cases reported. The current study focuses on a case that exhibits a high Ki-67 proliferative index, which raises questions about its impact on the prognosis and treatment plan. We have conducted a literature review to gain insight into the altered ki67 expression pattern in membranous BCA. We have also proposed a hypothesis that suggests recurrent membranous BCA cases with Ki67 levels between 5 % and 10 % signify an intermediate grade and warrant reclassification. More research is needed to confirm this hypothesis and understand the prognosis for this variant.</p></div>","PeriodicalId":94378,"journal":{"name":"Oral Oncology Reports","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772906024004771/pdfft?md5=4b84d5ce2885e710f048199ae20a4920&pid=1-s2.0-S2772906024004771-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142021228","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of single nucleotide polymorphism of p16 gene in cytological samples of patients with oral potentially malignant disorders (OPMD) and oral squamous cell carcinoma (OSCC) 口腔潜在恶性疾病(OPMD)和口腔鳞状细胞癌(OSCC)患者细胞学样本中 p16 基因的单核苷酸多态性分析
Pub Date : 2024-08-15 DOI: 10.1016/j.oor.2024.100632

Background

pl6 (CDKN2a) play a role in tumorigenesis in some head and neck squamous cell carcinomas. Frequent homozygous deletions of the pl6 gene have been reported in many tumor cell lines including the brain, breast, osteosarcomas, melanomas, kidney, bladder, and ovary.

Materials and methods

5 patients without any tobacco using habit were included in group I as controls. 10 clinically and histopathologically confirmed cases of oral potentially malignant disorders (OPMDs) [oral submucous fibrosis (OSMF) −7 & leukoplakia (moderate dysplasia) −3] were included in group II. 10 clinically and histopathologically confirmed cases of OSCC were categorized as group III. Buccal scrapings were taken and analyzed for exon 1, 2, 3 of p16 and homozygous deletion in exon 2 of p16 was also detected by PCR and gel electrophoresis.

Results

PCR amplification products of exon 1, 2, 3 of p16 were found in all 25 samples which include 10 cases of OSCC, 10 cases of OPMDs and 5 controls. Homozygous deletion in exon 2 was found only in 30 % of OSCC and 20 % of OPMD.

Conclusion

Our study showed that cytological samples yield sufficient amount of DNA, which showed 100 % positivity with exon 1, 2, 3 of p16 gene, but the percentage of genetic alteration of p16 gene seems to be less when compared with other related studies.

背景pl6(CDKN2a)在一些头颈部鳞状细胞癌的肿瘤发生中起作用。在许多肿瘤细胞系中,包括脑癌、乳腺癌、骨肉瘤、黑色素瘤、肾癌、膀胱癌和卵巢癌中,pl6 基因的同源缺失都被频繁报道。10 例经临床和组织病理学证实的口腔潜在恶性疾病(OPMDs)病例[口腔黏膜下纤维化(OSMF)-7 例;白斑病(中度发育不良)-3 例]被纳入 II 组。10 例经临床和组织病理学证实的 OSCC 病例被归入 III 组。采集口腔刮片,分析 p16 外显子 1、2、3,并通过 PCR 和凝胶电泳检测 p16 外显子 2 的同源染色体缺失。结论:我们的研究表明,细胞学样本可产生足够数量的 DNA,其 p16 基因 1、2、3 外显子的阳性率为 100%,但与其他相关研究相比,p16 基因发生基因改变的比例似乎较低。
{"title":"Analysis of single nucleotide polymorphism of p16 gene in cytological samples of patients with oral potentially malignant disorders (OPMD) and oral squamous cell carcinoma (OSCC)","authors":"","doi":"10.1016/j.oor.2024.100632","DOIUrl":"10.1016/j.oor.2024.100632","url":null,"abstract":"<div><h3>Background</h3><p>pl6 (CDKN2a) play a role in tumorigenesis in some head and neck squamous cell carcinomas. Frequent homozygous deletions of the pl6 gene have been reported in many tumor cell lines including the brain, breast, osteosarcomas, melanomas, kidney, bladder, and ovary.</p></div><div><h3>Materials and methods</h3><p>5 patients without any tobacco using habit were included in group I as controls. 10 clinically and histopathologically confirmed cases of oral potentially malignant disorders (OPMDs) [oral submucous fibrosis (OSMF) −7 &amp; leukoplakia (moderate dysplasia) −3] were included in group II. 10 clinically and histopathologically confirmed cases of OSCC were categorized as group III. Buccal scrapings were taken and analyzed for exon 1, 2, 3 of p16 and homozygous deletion in exon 2 of p16 was also detected by PCR and gel electrophoresis.</p></div><div><h3>Results</h3><p>PCR amplification products of exon 1, 2, 3 of p16 were found in all 25 samples which include 10 cases of OSCC, 10 cases of OPMDs and 5 controls. Homozygous deletion in exon 2 was found only in 30 % of OSCC and 20 % of OPMD.</p></div><div><h3>Conclusion</h3><p>Our study showed that cytological samples yield sufficient amount of DNA, which showed 100 % positivity with exon 1, 2, 3 of p16 gene, but the percentage of genetic alteration of p16 gene seems to be less when compared with other related studies.</p></div>","PeriodicalId":94378,"journal":{"name":"Oral Oncology Reports","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772906024004783/pdfft?md5=1abb5db1bf3ed21f7f5470bfc79d0195&pid=1-s2.0-S2772906024004783-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142012475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nivolumab (Opdivo) in PD-1 pathway inhibition: Enhancing immune response in recurrent oral squamous cell carcinoma 抑制 PD-1 通路的 Nivolumab (Opdivo):增强复发性口腔鳞状细胞癌的免疫反应
Pub Date : 2024-08-14 DOI: 10.1016/j.oor.2024.100630
{"title":"Nivolumab (Opdivo) in PD-1 pathway inhibition: Enhancing immune response in recurrent oral squamous cell carcinoma","authors":"","doi":"10.1016/j.oor.2024.100630","DOIUrl":"10.1016/j.oor.2024.100630","url":null,"abstract":"","PeriodicalId":94378,"journal":{"name":"Oral Oncology Reports","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S277290602400476X/pdfft?md5=4395debc01eb9459fda6417ac9290b74&pid=1-s2.0-S277290602400476X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141990430","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Preserving academic integrity in the age of AI: Ethical guidelines for medical manuscript preparation 在人工智能时代维护学术诚信:医学稿件撰写伦理指南
Pub Date : 2024-08-14 DOI: 10.1016/j.oor.2024.100627
{"title":"Preserving academic integrity in the age of AI: Ethical guidelines for medical manuscript preparation","authors":"","doi":"10.1016/j.oor.2024.100627","DOIUrl":"10.1016/j.oor.2024.100627","url":null,"abstract":"","PeriodicalId":94378,"journal":{"name":"Oral Oncology Reports","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772906024004734/pdfft?md5=4abe224268021f3b52faa61b17037595&pid=1-s2.0-S2772906024004734-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142012476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Perspective on enhancing quality of life in oral cancer patients: Integrative approaches and comprehensive care 提高口腔癌患者生活质量的视角:综合方法和全面护理
Pub Date : 2024-08-12 DOI: 10.1016/j.oor.2024.100633

Oral cancer poses a global health challenge with high morbidity and mortality rates. Treatments, including surgery, radiation, and chemotherapy, profoundly impact patients' quality of life (QoL). Enhancing QoL requires a comprehensive approach that integrates physical health management, psychological support, social support, and integrative and palliative care.

Effective pain management, nutritional support, and oral rehabilitation are crucial for maintaining physical health. Psychological support through counseling, psychotherapy, and mind-body interventions addresses emotional distress. Social support from family, caregivers, and community resources is essential for practical and emotional needs. Integrative care approaches and early palliative care provide holistic, patient-centered solutions.

This manuscript emphasizes the necessity of a holistic approach to improve the QoL for oral cancer patients, advocating for comprehensive, compassionate care plans that address physical, emotional, and social dimensions.

口腔癌是一项全球性的健康挑战,发病率和死亡率都很高。包括手术、放疗和化疗在内的治疗对患者的生活质量(QoL)影响深远。要提高生活质量,就必须采取综合方法,将身体健康管理、心理支持、社会支持以及综合和姑息治疗结合起来。有效的疼痛管理、营养支持和口腔康复对维持身体健康至关重要。通过心理咨询、心理治疗和身心干预提供心理支持,可以解决情绪困扰。来自家庭、护理人员和社区资源的社会支持对于满足实际和情感需求至关重要。综合护理方法和早期姑息治疗提供了以患者为中心的整体解决方案。本手稿强调了采用整体方法改善口腔癌患者 QoL 的必要性,提倡针对身体、情感和社会层面制定全面、富有同情心的护理计划。
{"title":"Perspective on enhancing quality of life in oral cancer patients: Integrative approaches and comprehensive care","authors":"","doi":"10.1016/j.oor.2024.100633","DOIUrl":"10.1016/j.oor.2024.100633","url":null,"abstract":"<div><p>Oral cancer poses a global health challenge with high morbidity and mortality rates. Treatments, including surgery, radiation, and chemotherapy, profoundly impact patients' quality of life (QoL). Enhancing QoL requires a comprehensive approach that integrates physical health management, psychological support, social support, and integrative and palliative care.</p><p>Effective pain management, nutritional support, and oral rehabilitation are crucial for maintaining physical health. Psychological support through counseling, psychotherapy, and mind-body interventions addresses emotional distress. Social support from family, caregivers, and community resources is essential for practical and emotional needs. Integrative care approaches and early palliative care provide holistic, patient-centered solutions.</p><p>This manuscript emphasizes the necessity of a holistic approach to improve the QoL for oral cancer patients, advocating for comprehensive, compassionate care plans that address physical, emotional, and social dimensions.</p></div>","PeriodicalId":94378,"journal":{"name":"Oral Oncology Reports","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772906024004795/pdfft?md5=16924daffca05fbee2ee0d909db84beb&pid=1-s2.0-S2772906024004795-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142021227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Genomic landscape of head and neck cancer in Asia: A comprehensive meta-analysis of 1016 samples 亚洲头颈癌的基因组状况:对 1016 个样本的综合荟萃分析
Pub Date : 2024-08-10 DOI: 10.1016/j.oor.2024.100628

Head and neck cancer (HNC) is a diverse group of malignancies arising in the mucosal linings of the oral cavity, pharynx, and larynx, influenced by factors such as tobacco use, alcohol consumption, and human papillomavirus (HPV) infection. This study conducts a comprehensive meta-analysis of the mutational landscape of HNC across Asian cohorts, encompassing India, Korea, Japan, China, Singapore, and Saudi Arabia. The analysis highlights distinct genetic profiles influenced by environmental exposures, lifestyle habits, and genetic predispositions. Notably, the RAF family proteins, enriched in both Indian and Chinese cohorts, present potential therapeutic targets for RAF inhibitors like Vemurafenib. Additionaly, specific mutations like MET in Singaporean patients can be effectively addressed with drugs like Crizotinib, leading to rapid responses in HNSCC. Smokers exhibited high frequencies of CASP8 and FAT1 mutations. Novel driver genes, including RYR2 and ANK2, emerged with significant mutational frequencies in smokers. The RAS signaling pathway was identified as a prominent driver in HNC, contrasting with the globally prevalent PIK3CA/MTOR pathway. This study also underscores the high prevalence of HRAS mutations in Indian and Saudi cohorts. The study emphasizes the necessity for region-specific data to understand the unique molecular differences and develop effective therapies. The identification of NBEA and ANK2 as potential novel driver genes in HNC highlights new avenues for research and targeted therapeutic interventions tailored to the genetic profiles of Asian HNC patients.

头颈部癌症(HNC)是一组发生在口腔、咽部和喉部粘膜的多种恶性肿瘤,受吸烟、饮酒和人类乳头瘤病毒(HPV)感染等因素的影响。本研究对包括印度、韩国、日本、中国、新加坡和沙特阿拉伯在内的亚洲队列中的 HNC 基因突变情况进行了全面的荟萃分析。该分析强调了受环境暴露、生活习惯和遗传倾向影响的独特遗传特征。值得注意的是,印度和中国队列中富含的 RAF 家族蛋白是 RAF 抑制剂(如维莫非尼)的潜在治疗靶点。此外,新加坡患者的MET等特定突变可通过克唑替尼等药物得到有效治疗,从而对HNSCC产生快速反应。吸烟者的 CASP8 和 FAT1 基因突变频率较高。包括RYR2和ANK2在内的新驱动基因在吸烟者中出现了显著的突变频率。RAS信号通路被确定为HNC的主要驱动基因,这与全球流行的PIK3CA/MTOR通路形成鲜明对比。这项研究还强调了印度和沙特队列中 HRAS 突变的高患病率。该研究强调,有必要获得特定地区的数据,以了解独特的分子差异并开发有效的疗法。NBEA和ANK2被鉴定为HNC潜在的新型驱动基因,这为针对亚洲HNC患者的遗传特征进行研究和有针对性的治疗干预开辟了新途径。
{"title":"Genomic landscape of head and neck cancer in Asia: A comprehensive meta-analysis of 1016 samples","authors":"","doi":"10.1016/j.oor.2024.100628","DOIUrl":"10.1016/j.oor.2024.100628","url":null,"abstract":"<div><p>Head and neck cancer (HNC) is a diverse group of malignancies arising in the mucosal linings of the oral cavity, pharynx, and larynx, influenced by factors such as tobacco use, alcohol consumption, and human papillomavirus (HPV) infection. This study conducts a comprehensive meta-analysis of the mutational landscape of HNC across Asian cohorts, encompassing India, Korea, Japan, China, Singapore, and Saudi Arabia. The analysis highlights distinct genetic profiles influenced by environmental exposures, lifestyle habits, and genetic predispositions. Notably, the RAF family proteins, enriched in both Indian and Chinese cohorts, present potential therapeutic targets for RAF inhibitors like Vemurafenib. Additionaly, specific mutations like MET in Singaporean patients can be effectively addressed with drugs like Crizotinib, leading to rapid responses in HNSCC. Smokers exhibited high frequencies of CASP8 and FAT1 mutations. Novel driver genes, including RYR2 and ANK2, emerged with significant mutational frequencies in smokers. The RAS signaling pathway was identified as a prominent driver in HNC, contrasting with the globally prevalent PIK3CA/MTOR pathway. This study also underscores the high prevalence of HRAS mutations in Indian and Saudi cohorts. The study emphasizes the necessity for region-specific data to understand the unique molecular differences and develop effective therapies. The identification of NBEA and ANK2 as potential novel driver genes in HNC highlights new avenues for research and targeted therapeutic interventions tailored to the genetic profiles of Asian HNC patients.</p></div>","PeriodicalId":94378,"journal":{"name":"Oral Oncology Reports","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772906024004746/pdfft?md5=6cbe8b6837cd60e62c63b42b459d39b0&pid=1-s2.0-S2772906024004746-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141990429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reevaluating clinical staging: Recent advances in AJCC/UICC criteria for nasopharyngeal carcinoma 重新评估临床分期:AJCC/UICC鼻咽癌标准的最新进展
Pub Date : 2024-08-08 DOI: 10.1016/j.oor.2024.100621
{"title":"Reevaluating clinical staging: Recent advances in AJCC/UICC criteria for nasopharyngeal carcinoma","authors":"","doi":"10.1016/j.oor.2024.100621","DOIUrl":"10.1016/j.oor.2024.100621","url":null,"abstract":"","PeriodicalId":94378,"journal":{"name":"Oral Oncology Reports","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772906024004679/pdfft?md5=c06518446f5d2f0fff2c08b5a0fc4081&pid=1-s2.0-S2772906024004679-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141985698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Circulating tumor DNA as a therapeutic approach for HPV (+) oropharyngeal squamous cell carcinoma 将循环肿瘤 DNA 作为治疗 HPV(+)口咽鳞状细胞癌的一种方法
Pub Date : 2024-08-08 DOI: 10.1016/j.oor.2024.100626
{"title":"Circulating tumor DNA as a therapeutic approach for HPV (+) oropharyngeal squamous cell carcinoma","authors":"","doi":"10.1016/j.oor.2024.100626","DOIUrl":"10.1016/j.oor.2024.100626","url":null,"abstract":"","PeriodicalId":94378,"journal":{"name":"Oral Oncology Reports","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772906024004722/pdfft?md5=1fe1180b58737504ee7b0a1827f8b7f0&pid=1-s2.0-S2772906024004722-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141990431","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine learning-driven insights into ctDNA for oral cancer: Applications, models, and future prospects 机器学习驱动的口腔癌ctDNA洞察力:应用、模型和未来展望
Pub Date : 2024-08-06 DOI: 10.1016/j.oor.2024.100629

Circulating tumor DNA (ctDNA) offers a promising non-invasive approach for early cancer detection, treatment monitoring, and personalized medicine, particularly in oral cancer. This review explores the clinical applications, challenges, and future prospects of ctDNA analysis. We highlight the integration of advanced machine learning (ML) models—Support Vector Machines (SVM), Random Forests (RF), Artificial Neural Networks (ANN), and Convolutional Neural Networks (CNN)—in ctDNA detection and analysis. These models significantly enhance the accuracy and reliability of ctDNA analysis, with accuracies reaching up to 93 %. SVM and RF models excel in classification and feature selection, while ANN and CNN models capture complex and spatial patterns, respectively. Despite challenges such as low ctDNA abundance and the need for standardized protocols, ML-driven ctDNA analysis holds immense potential for revolutionizing cancer diagnostics and treatment.

循环肿瘤 DNA(ctDNA)为早期癌症检测、治疗监测和个性化医疗(尤其是口腔癌)提供了一种前景广阔的非侵入性方法。本综述探讨了ctDNA分析的临床应用、挑战和未来前景。我们重点介绍了先进的机器学习(ML)模型--支持向量机(SVM)、随机森林(RF)、人工神经网络(ANN)和卷积神经网络(CNN)--在ctDNA检测和分析中的整合。这些模型大大提高了ctDNA分析的准确性和可靠性,准确率高达93%。SVM 和 RF 模型擅长分类和特征选择,而 ANN 和 CNN 模型则分别捕捉复杂和空间模式。尽管存在ctDNA丰度低和需要标准化方案等挑战,但ML驱动的ctDNA分析在革新癌症诊断和治疗方面具有巨大的潜力。
{"title":"Machine learning-driven insights into ctDNA for oral cancer: Applications, models, and future prospects","authors":"","doi":"10.1016/j.oor.2024.100629","DOIUrl":"10.1016/j.oor.2024.100629","url":null,"abstract":"<div><p>Circulating tumor DNA (ctDNA) offers a promising non-invasive approach for early cancer detection, treatment monitoring, and personalized medicine, particularly in oral cancer. This review explores the clinical applications, challenges, and future prospects of ctDNA analysis. We highlight the integration of advanced machine learning (ML) models—Support Vector Machines (SVM), Random Forests (RF), Artificial Neural Networks (ANN), and Convolutional Neural Networks (CNN)—in ctDNA detection and analysis. These models significantly enhance the accuracy and reliability of ctDNA analysis, with accuracies reaching up to 93 %. SVM and RF models excel in classification and feature selection, while ANN and CNN models capture complex and spatial patterns, respectively. Despite challenges such as low ctDNA abundance and the need for standardized protocols, ML-driven ctDNA analysis holds immense potential for revolutionizing cancer diagnostics and treatment.</p></div>","PeriodicalId":94378,"journal":{"name":"Oral Oncology Reports","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772906024004758/pdfft?md5=5c03a909e8b582307551d6ca8ee6dfa0&pid=1-s2.0-S2772906024004758-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141952529","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improving oral cancer diagnosis and management with artificial intelligence: A promising future for patient care 利用人工智能改进口腔癌诊断和管理:患者护理的美好未来
Pub Date : 2024-08-03 DOI: 10.1016/j.oor.2024.100624
{"title":"Improving oral cancer diagnosis and management with artificial intelligence: A promising future for patient care","authors":"","doi":"10.1016/j.oor.2024.100624","DOIUrl":"10.1016/j.oor.2024.100624","url":null,"abstract":"","PeriodicalId":94378,"journal":{"name":"Oral Oncology Reports","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772906024004709/pdfft?md5=1a82fb9943b69dcc7a4e65b646c638a1&pid=1-s2.0-S2772906024004709-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141952528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Oral Oncology Reports
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1