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基于增强 MRI 放射组学的模型预测接受同期放化疗的鼻咽癌(NC)复发或转移的回顾性研究。

Enhanced MRI Radiomics Based Model for Predicting Recurrence or Metastasis of Nasopharyngeal Cancer (NC) Undergoing Concurrent Chemoradiotherapy: A Retrospective Study.

机构信息

Department of Radiology, Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, China.

Department of Surgery and Oncology, Xiangyang Key Laboratory of Maternal-fetal Medicine on Fetal Congenital Heart Disease, Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, China.

出版信息

Cancer Control. 2024 Jan-Dec;31:10732748241250208. doi: 10.1177/10732748241250208.

DOI:10.1177/10732748241250208
PMID:38716756
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11080767/
Abstract

Nasopharyngeal Carcinoma (NC) refers to the malignant tumor that occurs at the top and side walls of the nasopharyngeal cavity. The NC incidence rate always dominates the first among the malignant tumors of the ear, nose and throat, and mainly occurs in Asia. NC cases are mainly concentrated in southern provinces in China, with about 4 million existing NC. With the pollution of environment and pickled diet, and the increase of life pressure, the domestic NC incidence rate has reached 4.5-6.5/100000 and is increasing year by year. It was reported that the known main causes of NC include hereditary factor, genetic mutations, and EB virus infection, common clinical symptoms of NC include nasal congestion, bloody mucus, etc. About 90% of NC is highly sensitive to radiotherapy which is regard as the preferred treatment method; However, for NC with lower differentiation, larger volume, and recurrence after treatment, surgical resection and local protons and heavy ions therapy are also indispensable means. According to reports, the subtle heterogeneity and diversity exists in some NC, with about 80% of NC undergone radiotherapy and about 25% experienced recurrence and death within five years after radiotherapy in China. Therefore, screening the NC population with suspected recurrence after concurrent chemoradiotherapy may improve survival rates in current clinical decision-making.

摘要

鼻咽癌(NC)是指发生在鼻咽腔顶部和侧壁的恶性肿瘤。NC 的发病率在耳鼻喉恶性肿瘤中一直位居首位,主要发生在亚洲。NC 病例主要集中在中国南方省份,约有 400 万例 NC 患者。随着环境污染和腌制饮食的增加,以及生活压力的增大,国内 NC 的发病率已达到 4.5-6.5/100000,并呈逐年上升趋势。据报道,NC 的已知主要病因包括遗传因素、基因突变和 EB 病毒感染,NC 的常见临床症状包括鼻塞、血性黏液等。约 90%的 NC 对放疗高度敏感,放疗被视为首选治疗方法;然而,对于低分化、体积较大以及治疗后复发的 NC,手术切除和局部质子和重离子治疗也是不可或缺的手段。据报道,一些 NC 存在细微的异质性和多样性,在中国,约 80%的 NC 患者接受了放疗,约 25%的患者在放疗后 5 年内复发和死亡。因此,对同步放化疗后有疑似复发的 NC 人群进行筛查,可能会改善目前临床决策中的生存率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c534/11080767/173fd85c4a65/10.1177_10732748241250208-fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c534/11080767/cffcb3ff6cc6/10.1177_10732748241250208-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c534/11080767/eb2d74c846c5/10.1177_10732748241250208-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c534/11080767/ea86f25b3bca/10.1177_10732748241250208-fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c534/11080767/12e208e12732/10.1177_10732748241250208-fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c534/11080767/a673be8037e8/10.1177_10732748241250208-fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c534/11080767/173fd85c4a65/10.1177_10732748241250208-fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c534/11080767/cffcb3ff6cc6/10.1177_10732748241250208-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c534/11080767/eb2d74c846c5/10.1177_10732748241250208-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c534/11080767/ea86f25b3bca/10.1177_10732748241250208-fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c534/11080767/12e208e12732/10.1177_10732748241250208-fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c534/11080767/a673be8037e8/10.1177_10732748241250208-fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c534/11080767/173fd85c4a65/10.1177_10732748241250208-fig6.jpg

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J Natl Cancer Inst. 2024 Aug 1;116(8):1294-1302. doi: 10.1093/jnci/djae081.
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Nomograms based on multiparametric MRI radiomics integrated with clinical-radiological features for predicting the response to induction chemotherapy in nasopharyngeal carcinoma.基于多参数 MRI 放射组学与临床-放射学特征相结合的列线图预测鼻咽癌诱导化疗反应。
Eur J Radiol. 2024 Jun;175:111438. doi: 10.1016/j.ejrad.2024.111438. Epub 2024 Mar 26.
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Pretreatment multiparametric MRI radiomics-integrated clinical hematological biomarkers can predict early rapid metastasis in patients with nasopharyngeal carcinoma.
治疗前多参数 MRI 放射组学整合临床血液学生物标志物可预测鼻咽癌患者的早期快速转移。
BMC Cancer. 2024 Apr 8;24(1):435. doi: 10.1186/s12885-024-12209-6.
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Radiomics-based nomogram guides adaptive de-intensification in locoregionally advanced nasopharyngeal carcinoma following induction chemotherapy.基于放射组学的列线图指导诱导化疗后局部晚期鼻咽癌的适应性减量化治疗。
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Predictive value of delta radiomics in xerostomia after chemoradiotherapy in patients with stage III-IV nasopharyngeal carcinoma.Delta 放射组学在 III-IV 期鼻咽癌放化疗后口干症中的预测价值。
Radiat Oncol. 2024 Feb 28;19(1):26. doi: 10.1186/s13014-024-02417-6.
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Magnetic resonance imaging based on radiomics for differentiating T1-category nasopharyngeal carcinoma from nasopharyngeal lymphoid hyperplasia: a multicenter study.基于放射组学的磁共振成像鉴别 T1 期鼻咽癌与鼻咽淋巴组织增生:一项多中心研究。
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