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Basic Science Investigations |
1 Department of Radiation Oncology, University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, Alabama
2 Department of Medicine, University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, Alabama
| ABSTRACT |
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Key Words: radioimmunotherapy bone marrow dosimetry toxicity cancer
| INTRODUCTION |
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Two possible factors may account for the poor prediction of myelotoxicity using marrow dose estimated from 90Y in the blood. First, an unpredictable fraction of administered 111In/90Y can be recycled into marrow/trabecular bone space after 111In/ 90Y-antibodies have been metabolized, mainly in the liver. Second, a 1-size-fits-all model using the marrow mass of Reference Man for individual patients can introduce substantial error due to the large variation of actual marrow mass.
The purpose of this study was to address these 2 problems. Image quantification of lumbar vertebrae was used to determine recycled 111In/90Y in marrow/trabecular bone space after 111In/90Y-antibody was metabolized. Patient-specific marrow mass in the lumbar vertebrae was estimated by scaling the red marrow (RM) mass of Reference Man in lumbar vertebrae with trabecular bone volume of lumbar vertebrae determined from CT scans. We evaluated this image-based patient-specific marrow dosimetry method in patients with advanced non-small cell lung cancer, whose previous chemotherapies were less myelosuppressive than that commonly prescribed for patients with lymphoma.
| MATERIALS AND METHODS |
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All 33 patients had planar imaging that allowed marrow dose to be estimated from lumbar vertebrae uptake. Twenty-seven patients had adequate blood samples for marrow dose to be estimated from blood. Twenty patients had thoracic CT scans available for measuring trabecular bone volume of lumbar vertebrae.
Radiopharmaceutical
TAG-72 is often expressed in epithelium-derived tumors, including most colonic adenocarcinomas (2) and non-small cell lung carcinomas but not in normal marrow. The monoclonal antibody CC49, a high-affinity murine product that reacts against tumor-associated glycoprotein TAG-72, was radiolabeled using the (4-aminophenyl)ethyl-dodecanetetraacetic acid (PA-DOTA) chelator. Radiolabeling and quality control procedures were performed on the day of administration as described (3). Briefly, CC49 PA-DOTA was labeled to a specific activity of 0.190.56 GBq/mg (515 mCi/mg) for 90Y and 0.190.37 GBq/mg (510 mCi/mg) for 111In, respectively. High-performance liquid chromatographic analysis demonstrated no aggregates.
Pharmacokinetics and Marrow Dose Using Standard Method Based on Blood
For pharmacokinetics, serial blood samples (5 mL) were drawn immediately after infusion and at 2, 12, 24, 48, 72, and 168 h. Samples were allowed to clot and were spun; the serum was then separated. 111In concentration in the serum was assayed using a well counter. The data were fitted with a monoexponential clearance curve to determine cumulated radioactivity. Assuming identical cumulated 90Y and 111In in the plasma, 90Y-radiation dose to the RM was calculated using MIRD Pamphlet No. 11 data for the marrow mass of Reference Man (4). The cumulated 90Y in the RM, Ã RM, was determined as:
![]() | (Eq. 1) |
![]() | (Eq. 2) |
RM) is the S value for RM to RM.
Quantitative Imaging of Lumbar Vertebrae and Marrow Dose with Reference Mans Mass
The method for image data collection was similar to that reported previously (6). Whole-body images were acquired at 2, 20, 44, 68, and 144 h after 111In/ 90Y-CC49 injection. Images were acquired with a medium-energy collimator and 15% energy windows centered on the 171- and 243-keV photopeaks of 111In. The posterior view of the whole-body images was used to quantify lumbar vertebrae uptake because lumbar vertebrae were not clearly visualized on the anterior view of the images. 111In in the lumbar vertebrae was quantified using methods described by DeNardo et al. (7), Macey et al. (8), and Lim et al. (9). Because part of L1 and L5 often had tissue overlapping or significant scatter from adjacent organs with a relatively high 111In uptake, only L2L4 were included in the marrow region of interest. An effective point source method (10,11) was used to determine 111In in lumbar vertebrae with a measured linear attenuation coefficient of 0.109 cm-1. The depth of the lumbar vertebrae from the posterior body surface was determined from CT images.
Cumulated radioactivity in L2L4, ÃRM(L2L4), was obtained by fitting the serial uptake data to a monoexponential clearance curve if uptake did not increase over time. If uptake increased over time, ÃRM(L2L4) was determined by adding the area under the curve between 0 and 144 h and a tail assuming a constant uptake after 144 h. Assuming the RM in L2L4 is equal to 6.7% of the total RM (9), the RM dose was determined as:
![]() | (Eq. 3) |
RM) is the S value of Reference Man obtained from MIRD Pamphlet No. 11 (4).
Patient-Specific Marrow Dose
Patient-specific marrow mass was estimated by measuring the trabecular volume of lumbar vertebrae from CT images acquired 13 wk before administration of 90Y-CC49. Assuming RM mass in lumbar vertebrae is proportional to the trabecular bone volume, RM mass in L2L4 was determined by scaling the RM mass of Reference Man with the trabecular bone volume:
![]() | (Eq. 4) |
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RM)patient was determined by:
![]() | (Eq. 5) |
RM)ref man was obtained from MIRD Pamphlet No. 11 (4), which is very close to the S value from the MIRDOSE3 program (13,14). Radiation dose to L2L4 RM was determined by:
![]() | (Eq. 6) |
Correlation of Marrow Dose to Myelotoxicity
Because thrombocytopenia is often the dose-limiting factor for radionuclide therapy, platelet nadir expressed as percentage of the initial baseline (%) was selected as an indicator for myelotoxicity. Linear correlation was evaluated between the platelet nadir (%) and the marrow dose estimate using 1 of the following methods:
RM) of Reference Man (Eq. 3),
RM) of Reference Man adjusted by body weight (Eq. 3):
![]() | (Eq. 7) |
RM) of Reference Man adjusted by body height (Eq. 3):
![]() | (Eq. 8) |
RM) of Reference Man adjusted by body surface area (BSA) (Eq. 3):
![]() | (Eq. 9) |
RM) of Reference Man adjusted by lean body mass (Eq. 3):
![]() | (Eq. 10) |
| RESULTS |
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Using the standard method based on blood radioactivity and the RM mass of Reference Man, the cumulated radioactivity in marrow contributed from blood ranged from 4,428 to 48,197 GBq·s/GBq (1,23013,388 µ Ci·h/mCi) with a mean value of 22,270 GBq·s/GBq (6,186 µCi·h/mCi) (n = 27). The radiation dose per unit radioactivity ranged from 0.30 to 3.11 Gy/GBq (1.111.5 rad/mCi) with a mean value of 1.44 Gy/GBq (5.32 rad/mCi). For treatment doses of 0.461.65 GBq (12.544.5 mCi) 90Y-CC49, radiation doses to marrow ranged from 16 to 453 cGy.
Using the lumbar vertebrae imaging method and the RM mass of Reference Man, the distances between the center of trabecular bone in L2L4 and the posterior body surface were measured in 20 patients who had thoracic CT images (Table 1). The derived attenuation correction factor for these 20 patients ranged from 2.02 to 3.20 with a mean value of 2.46. This mean attenuation correction factor of 2.46 was used for the remaining 13 patients whose CT images were not available. The cumulated radioactivity determined in the L2L4 ranged from 1,681 to 4,878 GBq·s/GBq (4671,355 µCi·h/mCi) with a mean value of 2,866 GBq·s/GBq (796 µCi·h/mCi) (n = 33). The marrow dose ranged from 1.6 to 4.7 Gy/GBq (6.017.4 rad/mCi) with a mean value of 2.8 Gy/GBq (10.2 rad/mCi) (n = 33). For treatment doses of 0.461.65 GBq (12.544.5 mCi) 90Y-CC49, the radiation dose to the marrow ranged from 156 to 378 cGy.
For calculating patient-specific radiation doses to the RM in L2L4, the trabecular bone volumes of L1L3 were measured in 20 patients with CT images (Table 1). The difference in L1L3 trabecular bone volume among 20 patients was as large as 2.2-fold. The mean trabecular bone volume of L1L3 was 67 mL, corresponding to a mean trabecular bone volume of 70.3 mL for L2L4 (Table 1). Patient-specific radiation doses to the RM ranged from 1.3 to 5.3 Gy/GBq (4.919.8 rad/mCi) with a mean value of 2.7 Gy/GBq (10.2 rad/mCi) (n = 20). For the treatment dose of 0.461.65 GBq (12.544.5 mCi) 90Y-CC49, the radiation dose estimate ranged from 146 to 370 cGy.
The mean radiation dose from the standard method based on blood was substantially lower than that of the other 6 methods based on lumbar vertebrae imaging. (Table 2). Many dose estimates from the standard method based on blood were relatively low considering the observed thrombocytopenia (Fig. 1B). The mean and range of marrow dose were similar between the total group of 33 patients and the subgroup of 20 patients who had CT images (Table 2).
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(D-D0) according to radiobiologic models (Fig. 3A). The predicted platelet nadir (kcts/µL) was obtained using the initial baseline counts and fitting to the percentage platelet decline. Good correlation was found between the predicted nadir and the actual nadir or predicted toxicity grade and the actual toxicity grade (Figs. 3B and 3C; Table 4).
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| DISCUSSION |
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This study focused on 2 factors that may influence the poor prediction of myelotoxicity from 90Y-antibody therapy using the standard method based on blood. First, free 111In/90Y or 111In/90Y-cheletor can be recycled into marrow/ trabecular bone space after 111In/90Y-antibodies have been metabolized in the liver. This was reflected by the fact that the lumbar vertebrae were clearly visualized after 111In-CC49 in lung cancer patients but not after 131I-CC49 in prostate cancer patients (6). This was also reflected by the observation that 17 of the 33 patients in this study had increasing 111In uptake in lumbar vertebrae over time. In the remaining 16 patients, the effective half-life of 111In uptake in lumbar vertebrae was close to that of the physical half-life of 111In. Although it is possible to have small deposits of tumor cells in the marrow that are undetected by biopsy and radiographic imaging, it is unlikely that such a large uptake of 111In as was often observed was due to these small deposits of tumor cells. Because radioactivity in the blood of the marrow was only a part of the total activity in the marrow, the assumption of nonspecific marrow uptake implied by the standard blood method (1) may be invalid for the 111In/ 90Y-antibodies. The key is whether radiopharmaceuticals have localization that affects marrow radiation. In most 111In/ 90Y-antibodies studies, 111In was visualized in marrow even when the antibodies were non-marrow binding. In pretargeted NR-Lu-10/ streptavidin, where 111In was not visible in marrow, the standard blood method worked well for predicting 90Y-induced toxicity (r = 0.77) (22).
The second factor assessed in this study was individualized marrow mass. One of the major challenges in developing patient-specific marrow dosimetry has been the determination of RM mass for individual patients. For radiopharmaceuticals that do not show specific uptake in marrow or bone, patient-specific marrow dosimetry can be practically determined without knowledge of the actual marrow mass (23). However, for radiopharmaceuticals that are clearly visualized in marrow/trabecular bone, determination of the actual marrow mass of individual patients becomes necessary (24). Although MRI combined with spectroscopy has potential as a method to determine RM mass, it is not routinely used. One practical approach for patient-specific marrow mass is to adjust the reference RM mass by some patient-specific parameter(s). In our analysis, prediction of platelet toxicity became worse if the marrow mass of Reference Man was adjusted by patient body weight (Table 3; Figs. 1 and 2). The correlation consistently improved if the reference RM mass was adjusted by height or trabecular bone volume. The best correlation (r = 0.85) was obtained with trabecular bone volume adjustment, suggesting trabecular bone volume could be a more relevant parameter. The variation in trabecular bone volume measured among 20 patients was as large as a factor of 2.2.
The underlying assumptions of using L2L4 trabecular bone volume to scale Reference Mans RM mass are (a) that the marrow mass is proportional to the trabecular bone volume and (b) that a scaling factor of 0.067 can be used to convert S(RM
RM)total to S(RM
RM)L2L4, assuming regional activity concentration in L2L4 marrow represents mean activity concentration in total marrow. These assumptions could be problematic if patients have marrow involved with cancer. This is because (a) " healthy" RM mass may not correlate with trabecular bone volume and (b) radioactivity concentration in L2L4 may not correlate with mean radioactivity concentration in the total RM depending on distribution of the diseases. Nevertheless, these particular patients can only be dealt with on a case-by-case basis. To minimize these problems in this study, we chose a patient population with no clinical or radiographic evidence of bone marrow involvement. In this study, lumbar vertebrae were quantified because they were visualized in all patients and these sites represent a rich source of marrow. Marrow uptake can also be estimated using other sites such as the sacral vertebrae (25). A constant scaling factor (such as 0.067) can be avoided if the total skeleton can be quantified. However, clinical application of this can be limited by intensive labor in quantifying the total skeleton and its accuracy in skeletal areas with a small amount of marrow. Nevertheless, further research is needed to address these concerns.
Compared with counting blood activity, imaging quantification has its own challenges: accuracy in image quantification and accuracy in extrapolation of 90Y in marrow from imaging of 111In. Using the proper calibration for camera sensitivity, attenuation correction, and background subtraction, image quantification error can be controlled within 15% for clearly visualized source objects (26,27). By comparing biodistribution and PET imaging in mice, the difference in bone uptake of 86Y-antibody and 111In-antibody was <10% at 2 d after injection and 20% at 4 d after injection (28). The difference in cumulated 90Y and 111In in bone could be <15% on the basis of these murine data and the effective half-life observed in our patients. The improved prediction by imaging in this analysis suggested that these errors introduced by imaging methods have less uncertainty than that of using the blood method.
By selecting a patient population without a significant impact of marrow involvement and previous myelosuppressive chemotherapies, this study was able to focus on 2 major factors associated with the poor prediction of myelotoxicity from 90Y-antibody therapy using the standard method based on blood radioactivity. The improved prediction may not be obtained if this imaging method is simply applied to other patient populations, especially lymphoma patients with marrow involvement and patients heavily pretreated with myelosuppressive chemotherapies. Previous external beam radiation can also suppress functional marrow in treatment fields. This may not be a problem in this study because uniform marrow uptakes were observed in all 8 patients who had prior external beam radiation. Although problems such as marrow involvement and previous chemotherapy are beyond the scope of imaging and radiation physics, further research is needed to address these biologic problems, such as use of plasma FLT3-L levels as a marker for progenitor cell recovery, as reported recently by Blumenthal et al. (29).
| CONCLUSION |
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| ACKNOWLEDGMENTS |
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| FOOTNOTES |
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For correspondence or reprints contact: Sui Shen, PhD, Department of Radiation Oncology, University of Alabama at Birmingham, 619 19th St. S., WTI 124, Birmingham, AL 35249.
E-mail: sshen{at}uabmc.edu
| REFERENCES |
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