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基于正电子发射断层显像(PET)成像的放射基因组学

Radiogenomics Based on PET Imaging.

作者信息

Park Yong-Jin, Shin Mu Heon, Moon Seung Hwan

机构信息

Department of Nuclear Medicine and Molecular Imaging, Samsung Medical Center, Seoul, Republic of Korea.

出版信息

Nucl Med Mol Imaging. 2020 Jun;54(3):128-138. doi: 10.1007/s13139-020-00642-x. Epub 2020 May 9.

DOI:10.1007/s13139-020-00642-x
PMID:32582396
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7295928/
Abstract

Radiogenomics or imaging genomics is a novel omics strategy of associating imaging data with genetic information, which has the potential to advance personalized medicine. Imaging features extracted from PET or PET/CT enable assessment of in vivo functional and physiological activity and provide comprehensive tumor information non-invasively. However, PET features are considered secondary to features on conventional imaging, and there has not yet been a review of the radiogenomic approach using PET features. This review article summarizes the current state of PET-based radiogenomic research for cancer, which discusses some of its limitations and directions for future study.

摘要

放射基因组学或影像基因组学是一种将影像数据与遗传信息相关联的新型组学策略,具有推动个性化医疗发展的潜力。从PET或PET/CT中提取的影像特征能够评估体内的功能和生理活动,并以非侵入性方式提供全面的肿瘤信息。然而,PET特征被认为相对于传统影像上的特征是次要的,并且尚未有对使用PET特征的放射基因组学方法的综述。这篇综述文章总结了基于PET的癌症放射基因组学研究的现状,讨论了其一些局限性和未来研究方向。

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2
Gene Selection for the Discrimination of Colorectal Cancer.用于鉴别结直肠癌的基因选择
Curr Mol Med. 2020;20(6):415-428. doi: 10.2174/1566524019666191119105209.
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Assessing EGFR gene mutation status in non-small cell lung cancer with imaging features from PET/CT.利用PET/CT的影像特征评估非小细胞肺癌中的表皮生长因子受体(EGFR)基因突变状态。
Nucl Med Commun. 2019 Aug;40(8):842-849. doi: 10.1097/MNM.0000000000001043.
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Radiogenomics: bridging imaging and genomics.放射组学:连接影像学与基因组学
Abdom Radiol (NY). 2019 Jun;44(6):1960-1984. doi: 10.1007/s00261-019-02028-w.
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A Review of the Challenges of Using Biomedical Big Data for Economic Evaluations of Precision Medicine.利用生物医学大数据进行精准医学经济评估面临的挑战综述。
Appl Health Econ Health Policy. 2019 Aug;17(4):443-452. doi: 10.1007/s40258-019-00474-7.
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Radiogenomic Analysis of F-18-Fluorodeoxyglucose Positron Emission Tomography and Gene Expression Data Elucidates the Epidemiological Complexity of Colorectal Cancer Landscape.F-18-氟脱氧葡萄糖正电子发射断层扫描与基因表达数据的放射基因组学分析揭示了结直肠癌格局的流行病学复杂性。
Comput Struct Biotechnol J. 2019 Jan 25;17:177-185. doi: 10.1016/j.csbj.2019.01.007. eCollection 2019.
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RaCaT: An open source and easy to use radiomics calculator tool.RaCaT:一款开源且易于使用的放射组学计算器工具。
PLoS One. 2019 Feb 20;14(2):e0212223. doi: 10.1371/journal.pone.0212223. eCollection 2019.
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PIK3CA Mutational Status Is Associated with High Glycolytic Activity in ER+/HER2- Early Invasive Breast Cancer: a Molecular Imaging Study Using [F]FDG PET/CT.PIK3CA 突变状态与 ER+/HER2-早期浸润性乳腺癌的高糖酵解活性相关:使用[F]FDG PET/CT 的分子影像学研究。
Mol Imaging Biol. 2019 Oct;21(5):991-1002. doi: 10.1007/s11307-018-01308-z.
9
Repeatability of F-FDG PET radiomic features: A phantom study to explore sensitivity to image reconstruction settings, noise, and delineation method.重复 F-FDG PET 放射组学特征:一项旨在探索对图像重建设置、噪声和勾画方法的敏感性的体模研究。
Med Phys. 2019 Feb;46(2):665-678. doi: 10.1002/mp.13322. Epub 2018 Dec 28.
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