Math, magnets, and medicine: enabling personalized oncology

被引:20
作者
Hormuth, David A., II [1 ,2 ]
Jarrett, Angela M. [1 ,2 ]
Lorenzo, Guillermo [1 ,3 ]
Lima, Ernesto A. B. F. [1 ,4 ]
Wu, Chengyue [1 ]
Chung, Caroline [5 ]
Patt, Debra [6 ]
Yankeelov, Thomas E. [1 ,2 ,7 ,8 ,9 ,10 ]
机构
[1] Univ Texas Austin, Oden Inst Computat Engn & Sci, Austin, TX 78712 USA
[2] Univ Texas Austin, Livestrong Canc Inst, Austin, TX 78712 USA
[3] Univ Pavia, Dept ment Civil Engn & Architecture, Pavia, Italy
[4] Univ Texas Austin, Texas Adv Comp Ctr, Austin, TX 78712 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Radiat Oncol, Houston, TX 77030 USA
[6] Texas Oncol, Austin, TX USA
[7] Univ Texas Austin, Dept Biomed Engn, Austin, TX 78712 USA
[8] Univ Texas Austin, Dept Diagnost Med, Austin, TX 78712 USA
[9] Univ Texas Austin, Dept Oncol, Austin, TX 78712 USA
[10] Univ Texas MD Anderson Canc Ctr, Dept Imaging Phys, Houston, TX 77030 USA
关键词
Computational oncology; MRI; treatment response; optimal control theory; radiation therapy; chemotherapy; BREAST-CANCER; MODEL; TUMORS;
D O I
10.1080/23808993.2021.1878023
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
引用
收藏
页码:79 / 81
页数:3
相关论文
共 15 条
[1]   Parameterizing the Logistic Model of Tumor Growth by DW-MRI and DCE-MRI Data to Predict Treatment Response and Changes in Breast Cancer Cellularity during Neoadjuvant Chemotherapy [J].
Atuegwu, Nkiruka C. ;
Arlinghaus, Lori R. ;
Li, Xia ;
Chakravarthy, A. Bapsi ;
Abramson, Vandana G. ;
Sanders, Melinda E. ;
Yankeelov, Thomas E. .
TRANSLATIONAL ONCOLOGY, 2013, 6 (03) :256-264
[2]   Toward Patient-Specific, Biologically Optimized Radiation Therapy Plans for the Treatment of Glioblastoma [J].
Corwin, David ;
Holdsworth, Clay ;
Rockne, Russell C. ;
Trister, Andrew D. ;
Mrugala, Maciej M. ;
Rockhill, Jason K. ;
Stewart, Robert D. ;
Phillips, Mark ;
Swanson, Kristin R. .
PLOS ONE, 2013, 8 (11)
[3]  
Gillies Robert J., 1999, Neoplasia (New York), V1, P197, DOI 10.1038/sj.neo.7900037
[4]   Hallmarks of Cancer: The Next Generation [J].
Hanahan, Douglas ;
Weinberg, Robert A. .
CELL, 2011, 144 (05) :646-674
[5]   Translating preclinical MRI methods to clinical oncology [J].
Hormuth, David A. ;
Sorace, Anna G. ;
Virostko, John ;
Abramson, Richard G. ;
Bhujwalla, Zaver M. ;
Enriquez-Navas, Pedro ;
Gillies, Robert ;
Hazle, John D. ;
Mason, Ralph P. ;
Quarles, C. Chad ;
Weis, Jared A. ;
Whisenant, Jennifer G. ;
Xu, Junzhong ;
Yankeelov, Thomas E. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2019, 50 (05) :1377-1392
[6]   Forecasting tumor and vasculature response dynamics to radiation therapy via image based mathematical modeling [J].
Hormuth, David A., II ;
Jarrett, Angela M. ;
Yankeelov, Thomas E. .
RADIATION ONCOLOGY, 2020, 15 (01)
[7]   Mechanism-based Modeling of Tumor Growth and Treatment Response Constrained by Multiparametric Imaging Data [J].
Hormuth, David A., II ;
Jarrett, Angela M. ;
Lima, Ernesto A. B. F. ;
McKenna, Matthew T. ;
Fuentes, David T. ;
Yankeelov, Thomas E. .
JCO CLINICAL CANCER INFORMATICS, 2019, 3
[8]   Towards integration of 64Cu-DOTA-trastuzumab PET-CT and MRI with mathematical modeling to predict response to neoadjuvant therapy in HER2+breast cancer [J].
Jarrett, Angela M. ;
Hormuth, David A. ;
Adhikarla, Vikram ;
Sahoo, Prativa ;
Abler, Daniel ;
Tumyan, Lusine ;
Schmolze, Daniel ;
Mortimer, Joanne ;
Rockne, Russell C. ;
Yankeelov, Thomas E. .
SCIENTIFIC REPORTS, 2020, 10 (01)
[9]   Evaluating patient-specific neoadjuvant regimens for breast cancer via a mathematical model constrained by quantitative magnetic resonance imaging data [J].
Jarrett, Angela M. ;
Hormuth, David A., II ;
Wu, Chengyue ;
Kazerouni, Anum S. ;
Ekrut, David A. ;
Virostko, John ;
Sorace, Anna G. ;
DiCarlo, Julie C. ;
Kowalski, Jeanne ;
Patt, Debra ;
Goodgame, Boone ;
Avery, Sarah ;
Yankeelov, Thomas E. .
NEOPLASIA, 2020, 22 (12) :820-830
[10]   Incorporating drug delivery into an imaging-driven, mechanics-coupled reaction diffusion model for predicting the response of breast cancer to neoadjuvant chemotherapy: theory and preliminary clinical results [J].
Jarrett, Angela M. ;
Hormuth, David A. ;
Barnes, Stephanie L. ;
Feng, Xinzeng ;
Huang, Wei ;
Yankeelov, Thomas E. .
PHYSICS IN MEDICINE AND BIOLOGY, 2018, 63 (10)