This report describes a multimodal whole-body 3′-deoxy-3′[(18)F]-fluorothymidine positron emission tomography (FLT-PET) and dual-energy computed tomography (DECT) method to identify leukemia distribution within the bone marrow environment (BME) and to develop disease- and/or BME-specific radiation strategies. A control participant and a newly diagnosed patient with acute myeloid leukemia prior to induction chemotherapy were scanned with FLT-PET and DECT. The red marrow (RM) and yellow marrow (YM) of the BME were segmented from DECT using a basis material decomposition method. Functional total marrow irradiation (fTMI) treatment planning simulations were performed combining FLT-PET and DECT imaging to differentially target irradiation to the leukemia niche and the rest of the skeleton. Leukemia colonized both RM and YM regions, adheres to the cortical bone in the spine, and has enhanced activity in the proximal/distal femur, suggesting a potential association of leukemia with the BME. The planning target volume was reduced significantly in fTMI compared with conventional TMI. The dose to active disease (standardized uptake value >4) was increased by 2-fold, while maintaining doses to critical organs similar to those in conventional TMI. In conclusion, a hybrid system of functional–anatomical–physiological imaging can identify the spatial distribution of leukemia and will be useful to both help understand the leukemia niche and develop targeted radiation strategies.
Adjuvant radiosurgery to the cavities of surgically resected brain metastases provides excellent local tumor control while reducing the risk of deleterious cognitive decline associated with whole brain radiotherapy. A subset of these patients, however, will develop disease recurrence following radiosurgery. In this study, we sought to assess the predictive capability of radiomic-based models, as compared with standard clinical features, in predicting local tumor control. Methods: We performed a retrospective chart review of patients treated with adjuvant radiosurgery for resected brain metastases at the ''Institution" from 2009 to 2019. Shape, intensity and texture based radiomics features of the cavities were extracted from the pre-radiosurgery treatment planning MRI scans and trained using a gradient boosting technique with K-fold cross validation. Results: In total, 71 cavities from 67 treated patients were included for analysis. The 6 and 12 month local control estimates were 86% and 76%, respectively. The 6 and 12 month overall survival was 78% and 55%, respectively. Thirty-six patients developed intracranial failures outside of the surgical cavity. The predictive model for local control trained on imaging features from the whole cavity achieved an area-underthe-curve (AUC) of 0.73 on the validation set versus an AUC of 0.40 for the clinical features. Conclusions: Here we report a single institutional experience using radiomic-based predictive modeling of local tumor control following adjuvant Gamma Knife radiosurgery for resected brain metastases. We found the radiomics features to provide more robust predictive models of local control rates versus clinical features alone. Such techniques could potentially prove useful in the clinical setting and warrant further investigation.
Objective Bevacizumab for hearing preservation in patients with neurofibromatosis type 2 (NF2) is an emerging practice. We set out to characterize the effectiveness and toxicity of bevacizumab in our patient group. Study Design Case series with chart review. Setting Tertiary referral center. Subjects and Methods Seventeen consecutive patients with NF2 received bevacizumab treatment for vestibular schwannomas, including 2 patients treated to maintain cochlear implant performance. Volumetric analysis of serial magnetic resonance imaging scans was used to evaluate radiographic response, and hearing response was evaluated with serial audiograms. Patient-reported outcomes were also assessed, including subjective hearing improvement, changes in tinnitus, vertigo, headaches, ear pain, and improvement in ability to communicate via telephone. Results A positive radiographic response occurred in 8 of 17 (47%) patients and the median tumor volume change was a tumor decrease of 19%. A positive hearing response was recorded in 5 of 9 (56%) patients. Two patients had a word recognition score improvement over 40%. There was an approximately 40% improvement in patient-reported outcomes. Primary toxicities included hypertension, proteinuria, dysgeusia, and amenorrhea. Conclusion Bevacizumab treatment was followed by hearing improvement in 56% of patients, while decreased tumor volume was noted in 47%. These outcomes agree favorably with prior reported series. There were significant improvements in patient-reported outcomes that have not been described previously.
Treatment options for refractory AML are usually ineffective. Previously, we tested adoptive transfer of haploidentical peripheral blood (PB) derived NK cells without transplantation and demonstrated correlation between in vivo NK cell expansion and those who achieved a complete remission. This therapy is limited by: the inability to expand NK cells in most patients, prolonged neutropenia in some patients and inconsistent efficacy. UCB, in contrast to adult PB, is rich in NK precursors with CD34+/CD7−, CD34+/CD7+ and CD34−/CD7+ phenotypes. We hypothesized that UCB-derived NK cells may show better in vivo expansion than adult derived NK cells after cytoreduction. Therefore, we tested our triple UCBT strategy in patients with refractory relapsed AML who were <45 years old, without active infection and eligible for myeloablative conditioning. The UCB NK product (unit 1) was CD3 depleted (using a CliniMacs system) and activated with IL-2 (1000U/ml for 16–20 hours). The UCB-derived NK cells (matched at 3 HLA loci and KIR-ligand mismatched when possible) were infused on day -12 after conditioning with cyclophosphamide 120 mg/kg, fludarabine 125 mg/m2 and TBI 1320 cGy on days -19 to -13. Subcutaneous IL-2 (10 MU) was was given on days -12, -10, -8, -6, -4 and -2 to facilitate in vivo NK cell expansion. On day 0, two UCB units (≥4/6 match) were transplanted for hematopoietic rescue and followed by mycophenolate mofetil and cyclosporine for GVHD prophylaxis. Compared to pre-treatment levels, endogenous IL-15 was markedly increased after the preparative regimen at the time of the NK UCB unit. The NK UCB units contained both precursor and mature NK cells. Three product samples were cultured for 28 days in limiting dilution on a murine stromal feeder, demonstrating cloning frequencies of 1:5, 1:9 and 1:12 infused UCB cells giving rise to NK progeny. Two of the 3 patients had partial chimerism derived from the NK product on day -1. Unexpectedly, these same two patients demonstrated prompt neutrophil engraftment on days 3 and 7 after hematopoietic stem cell rescue. In both instances, chimerism was achieved from the NK product. Of the non-NK and non-T cells in the NK UCB units from these 2 patients there were 9.6% and 5.3% CD34+/CD7− cells. In the third patient, the NK UCB unit had only 2% CD34+/CD7− cells and they did not contribute to neutrophil engraftment which occurred on day 36 after UCBT. Of note, 3/3 tolerated the NK infusion without toxicity and were leukemia-free at the time of engraftment. Two remain alive (one died of TRM) with one relapse before day 100. These data suggest UCB NK cells may be administered safely and, despite CD3 depletion and IL-2 activation (ex vivo and in vivo), provide long term engraftment potential that may dominate over unmanipulated UCB infused subsequently. In summary, UCB is a rich source of NK precursors capable of in vivo expansion which are potentially better suited than adult NK cells for use in treatment of patients with refractory AML.
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