Nasopharyngeal carcinoma (NPC)

鼻咽癌 ( NPC )
  • 文章类型: Journal Article
    鼻咽癌是一项重大的健康挑战,在东南亚和北非尤为普遍。由于其优越的软组织对比度,MRI是鼻咽癌的首选诊断工具。MRI中NPC的准确分割对于有效的治疗计划和预后至关重要。我们在PubMed进行了一次搜索,Embase,和WebofScience从成立到2024年3月20日,坚持PRISMA2020指南。资格标准侧重于通过MRI利用DL进行成人NPC分割的研究。进行了数据提取和荟萃分析,以评估DL模型的性能,主要由骰子得分衡量。我们使用CLAIM和QUADAS-2工具评估了方法学质量,并使用随机效应模型进行统计分析。该分析纳入了17项研究,显示DL模型的合并骰子得分为78%(95%置信区间:74%至83%),表明DL模型具有中等到高的分割精度。在纳入的研究中观察到显著的异质性和发表偏倚。我们的研究结果表明,DL模型,特别是卷积神经网络,在MRI中提供适度准确的NPC分割。这一进步具有加强人大管理的潜力,需要进一步研究以融入临床实践。
    Nasopharyngeal carcinoma is a significant health challenge that is particularly prevalent in Southeast Asia and North Africa. MRI is the preferred diagnostic tool for NPC due to its superior soft tissue contrast. The accurate segmentation of NPC in MRI is crucial for effective treatment planning and prognosis. We conducted a search across PubMed, Embase, and Web of Science from inception up to 20 March 2024, adhering to the PRISMA 2020 guidelines. Eligibility criteria focused on studies utilizing DL for NPC segmentation in adults via MRI. Data extraction and meta-analysis were conducted to evaluate the performance of DL models, primarily measured by Dice scores. We assessed methodological quality using the CLAIM and QUADAS-2 tools, and statistical analysis was performed using random effects models. The analysis incorporated 17 studies, demonstrating a pooled Dice score of 78% for DL models (95% confidence interval: 74% to 83%), indicating a moderate to high segmentation accuracy by DL models. Significant heterogeneity and publication bias were observed among the included studies. Our findings reveal that DL models, particularly convolutional neural networks, offer moderately accurate NPC segmentation in MRI. This advancement holds the potential for enhancing NPC management, necessitating further research toward integration into clinical practice.
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  • 文章类型: Journal Article
    放射治疗是鼻咽癌(NPC)的常用治疗方法,但可引起放射性颞叶损伤(RTLI),造成不可逆的损害。在早期阶段预测RTLI可以通过基于预测的风险对辐射剂量进行个性化调整来帮助解决该问题。机器学习(ML)模型最近已用于预测RTLI,但其预测准确性仍不清楚,因为报告的一致性指数(C指数)从0.31到0.97差异很大。因此,需要进行荟萃分析.
    PubMed,WebofScience,Embase,从开始到2022年11月,搜索了Cochrane图书馆数据库。纳入了在NPC放疗后完全开发一种或多种RTLIML风险模型的研究。采用预测模型偏倚风险评估工具(PROBAST)对纳入研究的偏倚风险进行评估。这篇综述的主要结果是C指数,特异性(Spe),和灵敏度(森)。
    荟萃分析包括14项研究,包括15,573名NPC患者,报告了总共72个预测模型。总的来说,94.44%的模型被发现有很高的偏倚风险。影像组学包含在57个模型中,剂量预测因子28例,临床数据27例。预测RTLI的ML模型的合并C指数在训练集中为0.77[95%置信区间(CI):0.75-0.79],在验证集中为0.78(95%CI:0.75-0.81)。训练集中的Sen为0.75(95%CI:0.69-0.80),验证集中为0.70(95%CI:0.66-0.73),训练集中的Spe为0.78(95%CI:0.73-0.82),验证集中为0.79(95%CI:0.75-0.82)。具有影像组学和临床数据的模型取得了最优秀的辨别性能,合并C指数为0.895。
    ML模型可以在早期阶段准确预测RTLI,允许及时干预以防止进一步的损害。ML方法的种类和预测因子的选择可能会影响预测准确性。
    UNASSIGNED: Radiotherapy is a common treatment for nasopharyngeal carcinoma (NPC) but can cause radiation-induced temporal lobe injury (RTLI), resulting in irreversible damage. Predicting RTLI at the early stage may help with that issue by personalized adjustment of radiation dose based on the predicted risk. Machine learning (ML) models have recently been used to predict RTLI but their predictive accuracy remains unclear because the reported concordance index (C-index) varied widely from around 0.31 to 0.97. Therefore, a meta-analysis was needed.
    UNASSIGNED: The PubMed, Web of Science, Embase, and Cochrane Library databases were searched from inception to November 2022. Studies that fully develop one or more ML risk models of RTLI after radiotherapy for NPC were included. The Prediction model Risk Of Bias Assessment Tool (PROBAST) was used to assess the risk of bias in the included research. The primary outcome of this review was the C-index, specificity (Spe), and sensitivity (Sen).
    UNASSIGNED: The meta-analysis included 14 studies with 15,573 NPC patients reporting a total of 72 prediction models. Overall, 94.44% of models were found to have a high risk of bias. Radiomics was included in 57 models, dosimetric predictors in 28, and clinical data in 27. The pooled C-index for ML models predicting RTLI was 0.77 [95% confidence interval (CI): 0.75-0.79] in the training set and 0.78 (95% CI: 0.75-0.81) in the validation set. The pooled Sen was 0.75 (95% CI: 0.69-0.80) in the training set and 0.70 (95% CI: 0.66-0.73) in the validation set and the pooled Spe was 0.78 (95% CI: 0.73-0.82) in the training set and 0.79 (95% CI: 0.75-0.82) in the validation set. Models with radiomics and clinical data achieved the most excellent discriminative performance, with a pooled C-index of 0.895.
    UNASSIGNED: ML models can accurately predict RTLI at an early stage, allowing for timely interventions to prevent further damage. The kind of ML methods and the selection of predictors may influence the predictive accuracy.
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  • 文章类型: Journal Article
    鼻咽癌(NPC)是由鼻咽粘膜上皮引起的头颈部肿瘤。EB病毒(EBV)是人类疱疹病毒,是引起NPC的必要原因。当在疾病的早期阶段诊断时,NPC患者的5年生存率更高。因此,NPC筛查应优先考虑早期发现。这篇叙述性综述的目的是综合过去十年的现有文献,描述基于EBV的血清学标记物用于NPC筛查的评估。
    我们在PubMed中对2010年至2020年发表的研究进行了文献检索。研究必须是英语文章。12篇文章符合所有纳入标准,包括在中国东南部普通人群中进行的八项研究,三项针对台湾遗传高风险家庭的研究,一项比较EBV血清学和循环EBVDNA预测NPC的研究。
    研究表明,基于EBV的血清学有可能成为帮助早期发现NPC的有效工具。合成的研究还共同表明,抗体的掺入针对多个EBV靶标,以及优化测定输出的努力,可以提高EBV血清学标志物检测NPC的能力。最后,唯一一项随机试验的最新数据提供了初步证据,表明使用抗EBV免疫球蛋白A(IgA)抗体进行筛查可能达到降低NPC死亡率的目的.
    晚期诊断是NPC诊断后生存不良的原因之一。在高风险地区,因此,EBV抗体辅助的早期诊断可以提高生存率.
    UNASSIGNED: Nasopharyngeal carcinoma (NPC) is a tumor of the head and neck that arises from the mucosal epithelium of the nasopharynx. Epstein-Barr virus (EBV) is a human herpes virus and the necessary cause for NPC. The 5-year survival rate for NPC patients is higher when diagnosed at an earlier stage of disease. Therefore, NPC screening should be prioritized for early detection. The objective of this narrative review is to synthesize the existing literature from the past decade describing evaluations of EBV-based serological markers for NPC screening.
    UNASSIGNED: We performed a literature search in PubMed for studies published from 2010 to 2020. Studies were required to be English-language articles. Twelve articles fulfilled all inclusion criteria, including eight studies conducted among the general population in southeastern China, three studies in genetically high-risk Taiwanese families, and one study comparing EBV serology versus circulating EBV DNA for NPC prediction.
    UNASSIGNED: Studies suggest that EBV-based serology has the potential to be an effective tool to aid in early detection of NPC. The synthesized research also collectively suggests that incorporation of antibody against multiple EBV targets, as well as efforts to optimize assay output, can improve the ability of EBV serological markers to detect NPC. Finally, recent data from the only randomized trial provide preliminary evidence that screening using anti-EBV immunoglobulin A (IgA) antibody may achieve the goal of reducing mortality from NPC.
    UNASSIGNED: Late diagnosis is one of the reasons for poor survival after an NPC diagnosis. In high-risk areas, early diagnosis aided by EBV antibody could therefore improve survival.
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  • 文章类型: Journal Article
    未经证实:食用加工食品与鼻咽癌(NPC)有关,但结果不一致。因此,我们进行了系统评价和荟萃分析,以计算有关加工食品与纳入研究的NPC风险之间关联的结果.
    UNASSIGNED:本研究包括探索加工食品消费与NPC风险之间关系的研究。所有纳入的研究均为病例对照或队列设计。PubMed,WebofScience,EMBASE,搜索了Medline和GoogleScholar数据库,以查找2021年7月之前发表的文章。我们记录了以下数据:作者,出版年份,样本量,研究类型,研究地点,多年的诊断,食物项目和比较,考虑的协变量是多变量调整后的比值比(ORs)或相对风险(RRs),相应的95%置信区间(CI)为最高vs.加工食品摄入量的最低类别。使用STATA12.0软件计算关联的多变量OR或RR和95%CI。使用Cochrane偏差风险工具进行质量评估。
    UNASSIGNED:对29项病例对照研究(包括14,378例鼻咽癌患者和17,928例对照)进行了荟萃分析。荟萃分析显示,与随机效应模型中最低类别相比,最高类别的加工食品摄入量与NPC风险增加65%相关(OR=1.67;95%CI:1.56-1.79;Q检验的P值<0.001;I2=86.9%)。亚组研究显示,在亚洲人和白种人中,加工食品的消费与NPC风险之间存在显着正相关(亚洲人:OR=1.68,95%CI:1.56-1.81;高加索人:OR=1.36,95%CI:1.09-1.71)。
    未经评估:加工食品与NPC风险的关联可能是显著的。需要进一步的前瞻性研究和实验研究来探索这种关系。
    UNASSIGNED: Consumption of processed foods has been associated with nasopharyngeal carcinoma (NPC), but with inconsistent results. Therefore, we conducted a systematic review and meta-analysis to compute results regarding the association between processed foods and risk of NPC in included studies.
    UNASSIGNED: Studies exploring the association between consumption of processed food and risk of NPC were included in the present study. All included studies were case-control or cohort designed. PubMed, Web of Science, EMBASE, Medline and Google Scholar databases were searched for articles published before July 2021. We recorded the following data: author, publication year, sample size, study type, study location, years of diagnosis, food item and comparison, and the covariates considered were multivariate adjusted odds ratios (ORs) or relative risks (RRs) with corresponding 95% confidence intervals (CIs) for the highest vs. lowest categories of processed food intake. STATA 12.0 software was used to compute the multivariate ORs or RRs and 95% CIs of the association. Quality appraisal was made using the Cochrane Risk of Bias Tool.
    UNASSIGNED: A meta-analysis was made for 29 case-control studies (including 14,378 NPC patients and 17,928 controls). The meta-analysis showed that the highest categories of processed food intake were associated with a 65% increase in NPC risk compared with the lowest categories in a random effects model (OR =1.67; 95% CI: 1.56-1.79; P value for Q test <0.001; I2=86.9%). Subgroup study showed significant positive associations regarding consumption of processed food and risk of NPC in both Asians and Caucasians (Asian: OR =1.68, 95% CI: 1.56-1.81; Caucasian: OR =1.36, 95% CI: 1.09-1.71).
    UNASSIGNED: The association of processed foods with NPC risk might be significant. Further prospective studies and experimental research are needed to explore this relationship.
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  • 文章类型: Journal Article
    关于茶消费和癌症发病率的激烈辩论一直在进行,尤其是头颈部癌症类型。本研究旨在回顾饮茶习惯与鼻咽癌(NPC)之间的关系。方法:本综述按照PRISMA-P方案进行。通过数据库对发表有关茶消费与NPC之间关系的研究的期刊文章进行文献搜索,比如Elsevier,PubMed,科学直接,SpringerLink,Google,和谷歌学者,从2008年到2018年的10年。通过应用预先确定的关键词获得了相关研究,比如鼻咽癌,茶叶消费和NPC,鼻咽癌的危险因素和饮茶的好处。结果:共检索到126篇文献。对这些文章进行了资格评估。在应用纳入标准后,仍有六篇文章。结果表明,习惯性饮用茶可以减少NPC。茶消费显著减少NPC,所有研究的p值≤0.05。荟萃分析显示,饮茶量与NPC风险之间存在统计学关联,在95%CI(0.806-0.929)时OR=0.865。结论:本研究表明习惯性饮茶可能与预防NPC发展有关。需要进一步的研究来进一步了解生物活性化合物的分子作用和茶消费在预防NPC中的潜在健康益处。
    Heated debates have been on-going about tea consumption and the incidence of cancer, especially in head and neck cancer types. This study aimed to review the association between tea consumption habits and nasopharyngeal cancer (NPC). Methods: This review was carried out in accordance with the PRISMA-P protocol. Literature search for journal articles that published studies on the relationship between tea consumption and NPC was performed via databases, such as Elsevier, PubMed, Science Direct, Springer Link, Google, and Google Scholar, for 10 years from 2008 to 2018. Relevant studies were obtained by applying the pre-determined keywords, such as nasopharyngeal cancer, tea consumption and NPC, risk factors of NPC and benefits of tea consumption. Results: A total of 126 articles was retrieved. These articles were subjected to eligibility assessment. Six articles remained after applying the inclusion criteria. Results suggest that habitual tea consumption reduces NPC. Tea consumption significantly reduces NPC with all the studies having a p-value ≤0.05. Meta-analysis showed statistical association between tea consumption and NPC risk with OR=0.865 at 95% CI (0.806-0.929). Conclusion: This study suggests that habitual tea consumption could be associated with prevention of NPC development. Additional studies are needed to further understand the molecular role of bioactive compound and potential health benefit of tea consumption in NPC prevention.
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  • 文章类型: Journal Article
    最近的前沿研究发现,长链非编码RNA(lncRNAs)在癌症的发生和发展中起着重要作用。在东南亚和北非,鼻咽癌(NPC)是最常见的侵袭性鳞状细胞癌。鼻咽癌最常见于男性。然而,鼻咽癌是由病毒等多种因素共同引起的,环境因素,和遗传。到现在为止,NPC的潜在途径或机制尚不清楚。在我们目前的审查中,我们特别强调长链非编码RNA(lncRNA)及其在鼻咽癌中的重要作用.研究表明,lncRNAs调节不同类型癌症的发展和进展,包括NPC。此外,已经发现染色质组织,转录和转录后事件受lncRNAs调控。我们的综述总结了lncRNAs在鼻咽癌中的作用,并概述了lncRNAs作为诊断的可行性。NPC患者的预后和潜在治疗。
    Recent development of cutting edge research found that long noncoding RNAs (lncRNAs) plays important roles in carcinogenesis and progression. In Southeast Asia and North Africa, nasopharyngeal carcinoma (NPC) is the most common aggressive squamous cell carcinoma. Nasopharyngeal carcinoma is most frequently occurring in males. However, nasopharyngeal carcinoma is caused by a combination of several factors as viral, environmental factors, and heredity. Till now, the potential pathway or mechanism of NPC is not well known. In our present review, we strongly emphasized on long noncoding RNAs (lncRNAs) and its significant role in nasopharyngeal carcinoma. It has been showed that lncRNAs regulate the development and progression of different types of cancers, including NPC. In addition, it has been found that chromatin organization, transcriptional and post-transcriptional events are regulated by lncRNAs. Our present review summarizes the roles of lncRNAs in nasopharyngeal carcinoma and provides an overview of the feasibility of lncRNAs as diagnosis, prognosis and potential treatment for NPC patients.
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  • 文章类型: Journal Article
    Current management of nasopharyngeal carcinoma (NPC) uses radiotherapy (RT) as the curative treatment modality. Radiation delivery techniques for NPC can be achieved using 2D conventional RT or intensity-modulated radiotherapy (IMRT).
    A systematic review and meta-analysis of the literature was undertaken to assess the effectiveness of IMRT versus 2D conventional RT in primary treatment of NPC.
    IMRT showed better results than 2D conventional RT in terms of local control, regional control, and overall survival, but when stratified, only in T4, N2, and stage III were the differences that were seen. Objective saliva measurements and physician-graded xerostomia were better in IMRT. However, patient-reported xerostomia showed minimal improvement only in IMRT. The evidence of superiority of IMRT over 2D conventional RT is not clear.
    In the absence of more clinical data demonstrating the superiority of IMRT in the treatment of nasopharyngeal carcinoma, 2D conventional RT seems to be a reasonable treatment option, especially in limited resource settings. © 2015 Wiley Periodicals, Inc. Head Neck 38: E2130-E2142, 2016.
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