影像基因组学研究进展

被引：10

作者：

贾宇珊

吴慧

机构：

[1] 内蒙古医科大学附属医院

来源：

磁共振成像 | 2022年 / 13卷 / 03期

关键词：

影像基因组学; 胶质瘤; 肺癌; 乳腺癌; 结直肠癌; 肾癌; 前列腺癌;

D O I：

暂无

中图分类号：

R445 [影像诊断学]; R730.4 [肿瘤诊断学];

学科分类号：

100214 [肿瘤学]; 100231 [临床病理学];

摘要：

影像基因组学通过建立基因与非侵入性成像特征之间的联系，对基因的表达进行无创、实时及连续的监测，从而通过影像学检查对疾病的诊断、分级、治疗以及预后进行分子层面的预测、分析，实现精准医疗。近年来，越来越多的学者开始关注影像基因组学，并在不同的领域开展研究，取得了一定的进展。本文阐述了基于影像基因组学在胶质瘤、肺癌、乳腺癌、结直肠癌、肾癌、前列腺癌诊断、预后预测等方面的最新进展和潜力。

引用

页码：166 / 170

页数：5

共 42 条

[1]

AI-enhanced breast imaging: Where are we and where are we heading? [J].

Bitencourt, Almir ;

Naranjo, Isaac Daimiel ;

Lo Gullo, Roberto ;

Saccarelli, Carolina Rossi ;

Pinker, Katja .

EUROPEAN JOURNAL OF RADIOLOGY, 2021, 142

[2]

Deciphering Intratumoral Molecular Heterogeneity in Clear Cell Renal Cell Carcinoma with a Radiogenomics Platform [J].

Udayakumar, Durga ;

Zhang, Ze ;

Xi, Yin ;

Dwivedi, Durgesh K. ;

Fulkerson, Michael ;

Haldeman, Sydney ;

McKenzie, Tiffani ;

Yousuf, Qurratulain ;

Joyce, Allison ;

Hajibeigi, Asghar ;

Notgrass, Hollis ;

de Leon, Alberto Diaz ;

Yuan, Qing ;

Lewis, Matthew A. ;

Madhuranthakam, Ananth J. ;

Sibley, Robert C. ;

Elias, Roy ;

Guo, Junyu ;

Christie, Alana ;

McKay, Renee M. ;

Cadeddu, Jeffrey A. ;

Bagrodia, Aditya ;

Margulis, Vitaly ;

Brugarolas, James ;

Wang, Tao ;

Kapur, Payal ;

Pedrosa, Ivan .

CLINICAL CANCER RESEARCH, 2021, 27 (17) :4794-4806

[3]

Radiomic and radiogenomic modeling for radiotherapy: strategies, pitfalls, and challenges [J].

Coates, James T. T. ;

Pirovano, Giacomo ;

El Naqa, Issam .

JOURNAL OF MEDICAL IMAGING, 2021, 8 (03)

[4]

Robust radiogenomics approach to the identification of EGFR mutations among patients with NSCLC from three different countries using topologically invariant Betti numbers [J].

Ninomiya, Kenta ;

Arimura, Hidetaka ;

Chan, Wai Yee ;

Tanaka, Kentaro ;

Mizuno, Shinichi ;

Gowdh, Nadia Fareeda Muhammad ;

Yaakup, Nur Adura ;

Liam, Chong-Kin ;

Chai, Chee-Shee ;

Ng, Kwan Hoong .

PLOS ONE, 2021, 16 (01)

[5]

Integrative Radiogenomics Approach for Risk Assessment of Post-Operative Metastasis in Pathological T1 Renal Cell Carcinoma: A Pilot Retrospective Cohort Study [J].

Lee, Hye Won ;

Cho, Hwan-ho ;

Joung, Je-Gun ;

Jeon, Hwang Gyun ;

Jeong, Byong Chang ;

Jeon, Seong Soo ;

Lee, Hyun Moo ;

Nam, Do-Hyun ;

Park, Woong-Yang ;

Kim, Chan Kyo ;

Seo, Seong Il ;

Park, Hyunjin .

CANCERS, 2020, 12 (04)

[6]

Computed Tomography Imaging Characteristics of Non–Small-Cell Lung Cancer With Anaplastic Lymphoma Kinase Rearrangements: A Systematic Review and Meta-Analysis.[J].Dexter P. Mendoza;Justin Stowell;Alona Muzikansky;Jo-Anne O. Shepard;Alice T. Shaw;Subba R. Digumarthy.Clinical Lung Cancer.2019, 5

[7]

Extracapsular extension on MRI indicates a more aggressive cell cycle progression genotype of prostate cancer [J].

Wibmer, Andreas G. ;

Robertson, Nicola L. ;

Hricak, Hedvig ;

Zheng, Junting ;

Capanu, Marinela ;

Stone, Steven ;

Ehdaie, Behfar ;

Brawer, Michael K. ;

Vargas, Hebert Alberto .

ABDOMINAL RADIOLOGY, 2019, 44 (08) :2864-2873

[8]

Radiogenomics-based cancer prognosis in colorectal cancer [J].

Badic, Bogdan ;

Hatt, Mathieu ;

Durand, Stephanie ;

Le Jossic-Corcos, Catherine ;

Simon, Brigitte ;

Visvikis, Dimitris ;

Corcos, Laurent .

SCIENTIFIC REPORTS, 2019, 9 (1)

[9]

Machine learning reveals multimodal MRI patterns predictive of isocitrate dehydrogenase and 1p/19q status in diffuse low- and high-grade gliomas [J].

Zhou, Hao ;

Chang, Ken ;

Bai, Harrison X. ;

Xiao, Bo ;

Su, Chang ;

Bi, Wenya Linda ;

Zhang, Paul J. ;

Senders, Joeky T. ;

Vallieres, Martin ;

Kavouridis, Vasileios K. ;

Boaro, Alessandro ;

Arnaout, Omar ;

Yang, Li ;

Huang, Raymond Y. .

JOURNAL OF NEURO-ONCOLOGY, 2019, 142 (02) :299-307

[10]

Breast MRI background parenchymal enhancement as an imaging bridge to molecular cancer sub-type.[J].Giuseppe Dilorenzo;Michele Telegrafo;Daniele La Forgia;Amato Antonio Stabile Ianora;Marco Moschetta.European Journal of Radiology.2019,

← 1 2 3 4 5 →