Multimodality Functional Imaging in Radiation Therapy Planning: Relationships between Dynamic Contrast-Enhanced MRI, Diffusion-Weighted MRI, and 18F-FDG PET

被引:3
作者
Mera Iglesias, Moises [1 ,2 ]
Aramburu Nunez, David [1 ,2 ]
del Olmo Claudio, Jose Luis [1 ,2 ]
Lopez Medina, Antonio [1 ,2 ]
Landesa-Vazquez, Iago [3 ]
Salvador Gomez, Francisco [1 ,2 ]
Driscoll, Brandon [4 ,5 ]
Coolens, Catherine [4 ,5 ]
Alba Castro, Jose L. [3 ]
Munoz, Victor [6 ]
机构
[1] Complexo Hosp Univ Vigo, Galaria Hosp Meixoeiro, Dept Med Phys, Vigo 36200, Spain
[2] Complexo Hosp Univ Vigo, Galaria Hosp Meixoeiro, Vigo 36200, Spain
[3] Univ Vigo, Signal Theory & Commun Dept, Vigo 36310, Spain
[4] Princess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5T 2M9, Canada
[5] Univ Hlth Network, Toronto, ON M5T 2M9, Canada
[6] Complexo Hosp Univ Vigo, Galaria Hosp Meixoeiro, Dept Radiat Oncol, Vigo 36200, Spain
关键词
SQUAMOUS-CELL CARCINOMA; TUMOR OXYGENATION; NECK-CANCER; MATHEMATICAL-MODELS; TREATMENT RESPONSE; POSITRON-EMISSION; BREAST-CANCER; F-18-FDG PET; HEAD; RADIOTHERAPY;
D O I
10.1155/2015/103843
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Objectives. Biologically guided radiotherapy needs an understanding of how different functional imaging techniques interact and link together. We analyse three functional imaging techniques that can be useful tools for achieving this objective. Materials and Methods. The three different imaging modalities from one selected patient are ADC maps, DCE-MRI, and 18F-FDG PET/CT, because they are widely used and give a great amount of complementary information. We show the relationship between these three datasets and evaluate them as markers for tumour response or hypoxia marker. Thus, vascularization measured using DCE-MRI parameters can determine tumour hypoxia, and ADC maps can be used for evaluating tumour response. Results. ADC and DCE-MRI include information from 18F-FDG, as glucose metabolism is associated with hypoxia and tumour cell density, although 18F-FDG includes more information about the malignancy of the tumour. The main disadvantage of ADC maps is the distortion, and we used only low distorted regions, and extracellular volume calculated from DCE-MRI can be considered equivalent to ADC in well-vascularized areas. Conclusion. A dataset for achieving the biologically guided radiotherapy must include a tumour density study and a hypoxia marker. This information can be achieved using only MRI data or only PET/CT studies or mixing both datasets.
引用
收藏
页数:10
相关论文
共 65 条
[1]  
[Anonymous], 1996, BRIT MED J, V313, P1448
[2]   The integration of quantitative multi-modality imaging data into mathematical models of tumors [J].
Atuegwu, Nkiruka C. ;
Gore, John C. ;
Yankeelov, Thomas E. .
PHYSICS IN MEDICINE AND BIOLOGY, 2010, 55 (09) :2429-2449
[3]   Diagnostic and Prognostic Value of Pretreatment SUV in 18F-FDG/PET in Breast Cancer: Comparison with Apparent Diffusion Coefficient from Diffusion-Weighted MR Imaging [J].
Baba, Shingo ;
Isoda, Takuro ;
Maruoka, Yasuhiro ;
Kitamura, Yoshiyuki ;
Sasaki, Masayuki ;
Yoshida, Tsuyoshi ;
Honda, Hiroshi .
JOURNAL OF NUCLEAR MEDICINE, 2014, 55 (05) :736-742
[4]   Dynamic contrast-enhanced magnetic resonance imaging biomarkers in head and neck cancer: Potential to guide treatment? A systematic review [J].
Bernstein, Jonathan M. ;
Homer, Jarrod J. ;
West, Catharine M. .
ORAL ONCOLOGY, 2014, 50 (10) :963-970
[5]   Aerobic glycolysis in cancers: Implications for the usability of oxygen-responsive genes and fluorodeoxyglucose-PET as markers of tissue hypoxia [J].
Busk, Morten ;
Horsman, Michael R. ;
Kristjansen, Paul E. G. ;
van der Kogel, Albert J. ;
Bussink, Johan ;
Overgaard, Jens .
INTERNATIONAL JOURNAL OF CANCER, 2008, 122 (12) :2726-2734
[6]   Can hypoxia-PET map hypoxic cell density heterogeneity accurately in an animal tumor model at a clinically obtainable image contrast? [J].
Busk, Morten ;
Horsman, Michael R. ;
Jakobsen, Steen ;
Hansen, Kim V. ;
Bussink, Johan ;
van der Kogel, Albert ;
Overgaard, Jens .
RADIOTHERAPY AND ONCOLOGY, 2009, 92 (03) :429-436
[7]   Clinical investigation survival prediction in high-grade gliomas by MRI perfusion before and during early stage of RT. (vol 64, pg 876, 2006) [J].
Cao, Y ;
Tsien, CI ;
Nagesh, V ;
Junck, L ;
Ten Haken, R ;
Ross, BD ;
Chenevert, TL ;
Lawrence, TS .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2006, 65 (03) :960-960
[8]   Diffusion-weighted imaging and FDG PET/CT: predicting the prognoses with apparent diffusion coefficient values and maximum standardized uptake values in patients with invasive ductal carcinoma [J].
Choi, Bo Bae ;
Kim, Sung Hun ;
Kang, Bong Joo ;
Lee, Ji Hye ;
Song, Byung Joo ;
Jeong, Seung Hee ;
Yim, Hyeon Woo .
WORLD JOURNAL OF SURGICAL ONCOLOGY, 2012, 10
[9]  
Coolens C., INT J RAD O IN PRESS
[10]   Tumour oxygenation levels correlate with dynamic contrast-enhanced magnetic resonance imaging parameters in carcinoma of the cervix [J].
Cooper, RA ;
Carrington, BM ;
Loncasters, JA ;
Todd, SM ;
Davidson, SE ;
Logue, JP ;
Luthra, AD ;
Jones, AP ;
Stratford, I ;
Hunter, RD ;
West, CML .
RADIOTHERAPY AND ONCOLOGY, 2000, 57 (01) :53-59