I-131 radioimmunotherapy (RIT) is showing great promise in treating non-Hodgkin's lymphoma (NHL), but there is much room for improving efficacy through effective individualized treatment planning in this and other targeted radionuclide therapies. To make advances towards this objective it is imperative that methods be developed for highly accurate tumor and critical organ (bone marrow) dosimetry. In the present application we will greatly expand the utility and effectiveness of patient specific dosimetry by developing new methods based on integrated SPECT/CT imaging coupled to Monte Carlo radiation transport calculation. The recent clinical availability of such systems combining functional imaging with high resolution anatomical imaging has opened avenues for approaching patient specific dosimetry that were not feasible with previous technology. Integrated imaging minimizes registration error and permits incorporation of CTmeasured tumor regression into dosimetry calculations. Both of these effects have been demonstrated in our previous studies to have a large impact on tumor dosimetry. The proposed methods make full use of 4D data sets to accurately calculate spatial distributions of absorbed dose. Specifically, we will 1) implement quantitative 1-131 SPECT methods for the integrated system utilizing CT anatomical information to improve reconstruction;2) develop a voxel-based approach to tumor dosimetry incorporating tumor regression into the Monte Carlo radiation transport calculation including deformable image registration to map the changing tumor voxels;3) develop SPECT/CT image based bone marrow dosimetry accounting for regional variations in the marrow composition as determined by quantitative CT;4) apply these new methods to data from NHL patients undergoing 1-131 RIT imaged on the integrated system, to determine the correlation between tracer and therapy pharmacokinetics and the correlations between dose-response for tumor and dose-toxicity for bone marrow. Correlations obtained with the new methodology will be compared with those obtained from conventional mean dose calculations. With the new methods, other measures that more accurately reflect the response characteristics of absorbed dose, such as dose-volume histogram analysis and equivalent uniform dose, will also be used in the dose-response evaluations. In addition to the significance with regard to treatment planning in RIT, this research will advance the field of dosimetry in general.

Agency
National Institute of Health (NIH)
Institute
National Institute of Biomedical Imaging and Bioengineering (NIBIB)
Type
Research Project (R01)
Project #
5R01EB001994-10
Application #
7612741
Study Section
Biomedical Imaging Technology Study Section (BMIT)
Program Officer
Haller, John W
Project Start
1999-04-01
Project End
2011-04-30
Budget Start
2009-05-01
Budget End
2010-04-30
Support Year
10
Fiscal Year
2009
Total Cost
$340,393
Indirect Cost
Name
University of Michigan Ann Arbor
Department
Radiation-Diagnostic/Oncology
Type
Schools of Medicine
DUNS #
073133571
City
Ann Arbor
State
MI
Country
United States
Zip Code
48109
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Roberson, Peter L; Wilderman, Scott J; Avram, Anca M et al. (2014) Biological-effect modeling of radioimmunotherapy for non-hodgkins lymphoma: determination of model parameters. Cancer Biother Radiopharm 29:26-33
Chun, Se Young; Dewaraja, Yuni K; Fessler, Jeffrey A (2014) Alternating direction method of multiplier for tomography with nonlocal regularizers. IEEE Trans Med Imaging 33:1960-8
Dewaraja, Yuni K; Schipper, Matthew J; Shen, Jincheng et al. (2014) Tumor-Absorbed Dose Predicts Progression-Free Survival Following (131)I-Tositumomab Radioimmunotherapy. J Nucl Med 55:1047-53
Goodsitt, Mitchell M; Shenoy, Apeksha; Shen, Jincheng et al. (2014) Evaluation of dual energy quantitative CT for determining the spatial distributions of red marrow and bone for dosimetry in internal emitter radiation therapy. Med Phys 41:051901
Wilderman, S J; Roberson, P L; Bolch, W E et al. (2013) Investigation of effect of variations in bone fraction and red marrow cellularity on bone marrow dosimetry in radio-immunotherapy. Phys Med Biol 58:4717-31
Chun, Se Young; Fessler, Jeffrey A; Dewaraja, Yuni K (2013) Correction for collimator-detector response in SPECT using point spread function template. IEEE Trans Med Imaging 32:295-305
Dewaraja, Yuni K; Ljungberg, Michael; Green, Alan J et al. (2013) MIRD pamphlet No. 24: Guidelines for quantitative 131I SPECT in dosimetry applications. J Nucl Med 54:2182-8
Chun, Se Young; Fessler, Jeffrey A; Dewaraja, Yuni K (2013) Post-reconstruction non-local means filtering methods using CT side information for quantitative SPECT. Phys Med Biol 58:6225-40
Dewaraja, Yuni K; Frey, Eric C; Sgouros, George et al. (2012) MIRD pamphlet No. 23: quantitative SPECT for patient-specific 3-dimensional dosimetry in internal radionuclide therapy. J Nucl Med 53:1310-25

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