Behind the Numbers: Decoding Molecular Phenotypes with Radiogenomics-Guiding Principles and Technical Considerations

被引:180
作者
Kuo, Michael D. [1 ]
Jamshidi, Neema [1 ]
机构
[1] Univ Calif Los Angeles, Dept Radiol Sci, Los Angeles, CA 90095 USA
关键词
GENE-EXPRESSION PROGRAMS; RENAL-CELL CARCINOMA; GLIOBLASTOMA-MULTIFORME; IMAGING BIOMARKERS; CANCER; BIOLOGY;
D O I
10.1148/radiol.13132195
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
引用
收藏
页码:320 / 325
页数:6
相关论文
共 28 条
[1]  
Anderson D., 2004, MODEL SELECTION MULT
[2]  
Armitage P., 2002, STAT METHODS MED RES
[3]   Network biology:: Understanding the cell's functional organization [J].
Barabási, AL ;
Oltvai, ZN .
NATURE REVIEWS GENETICS, 2004, 5 (02) :101-U15
[4]   Glioblastoma Multiforme Regional Genetic and Cellular Expression Patterns: Influence on Anatomic and Physiologic MR Imaging [J].
Barajas, Ramon F., Jr. ;
Hodgson, J. Graeme ;
Chang, Jamie S. ;
Vandenberg, Scott R. ;
Yeh, Ru-Fang ;
Parsa, Andrew T. ;
McDermott, Michael W. ;
Berger, Mitchel S. ;
Dillon, William P. ;
Cha, Soonmee .
RADIOLOGY, 2010, 254 (02) :564-576
[5]   Controlling the false discovery rate in behavior genetics research [J].
Benjamini, Y ;
Drai, D ;
Elmer, G ;
Kafkafi, N ;
Golani, I .
BEHAVIOURAL BRAIN RESEARCH, 2001, 125 (1-2) :279-284
[6]   Quantifying tumour heterogeneity in 18F-FDG PET/CT imaging by texture analysis [J].
Chicklore, Sugama ;
Goh, Vicky ;
Siddique, Musib ;
Roy, Arunabha ;
Marsden, Paul K. ;
Cook, Gary J. R. .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2013, 40 (01) :133-140
[7]   Identification of noninvasive imaging surrogates for brain tumor gene-expression modules [J].
Diehn, Maximilian ;
Nardini, Christine ;
Wang, David S. ;
McGovern, Susan ;
Jayaraman, Mahesh ;
Liang, Yu ;
Alclape, Kenneth ;
Cha, Soonmee ;
Kuo, Michael D. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (13) :5213-5218
[8]   Non-Small Cell Lung Cancer: Identifying Prognostic Imaging Biomarkers by Leveraging Public Gene Expression Microarray Data-Methods and Preliminary Results [J].
Gevaert, Olivier ;
Xu, Jiajing ;
Hoang, Chuong D. ;
Leung, Ann N. ;
Xu, Yue ;
Quon, Andrew ;
Rubin, Daniel L. ;
Napel, Sandy ;
Plevritis, Sylvia K. .
RADIOLOGY, 2012, 264 (02) :387-396
[9]   Alterations in VHL as potential biomarkers in renal-cell carcinoma [J].
Gossage, Lucy ;
Eisen, Tim .
NATURE REVIEWS CLINICAL ONCOLOGY, 2010, 7 (05) :277-288
[10]   MR Imaging Predictors of Molecular Profile and Survival: Multi-institutional Study of the TCGA Glioblastoma Data Set [J].
Gutman, David A. ;
Cooper, Lee A. D. ;
Hwang, Scott N. ;
Holder, Chad A. ;
Gao, JingJing ;
Aurora, Tarun D. ;
Dunn, William D., Jr. ;
Scarpace, Lisa ;
Mikkelsen, Tom ;
Jain, Rajan ;
Wintermark, Max ;
Jilwan, Manal ;
Raghavan, Prashant ;
Huang, Erich ;
Clifford, Robert J. ;
Mongkolwat, Pattanasak ;
Kleper, Vladimir ;
Freymann, John ;
Kirby, Justin ;
Zinn, Pascal O. ;
Moreno, Carlos S. ;
Jaffe, Carl ;
Colen, Rivka ;
Rubin, Daniel L. ;
Saltz, Joel ;
Flanders, Adam ;
Brat, Daniel J. .
RADIOLOGY, 2013, 267 (02) :560-569