Deformable image registration for dose mapping between external beam radiotherapy and brachytherapy images of cervical cancer

For locally advanced cervical cancer (LACC), anatomy correspondence with and without BT applicator needs to be quantified to merge the delivered doses of external beam radiation therapy (EBRT) and brachytherapy (BT). This study proposed and evaluated different deformable image registration (DIR) methods for this application. Twenty patients who underwent EBRT and BT for LACC were retrospectively analyzed. Each patient had a pre-BT CT at EBRT boost (without applicator) and a CT and MRI at BT (with applicator). The evaluated DIR methods were the diffeomorphic Demons, commercial intensity and hybrid methods, and three different biomechanical models. The biomechanical models considered different boundary conditions (BCs). The impact of the BT devices insertion on the anatomy was quantified. DIR method performances were quantified using geometric criteria between the original and deformed contours. The BT dose was deformed toward the pre-CT BT by each DIR method. The impact of boundary conditions to drive the biomechanical model was evaluated based on the deformation vector field and dose differences. The GEC-ESTRO guideline dose indices were reported. Large organ displacements, deformations, and volume variations were observed between the pre-BT and BT anatomies. Rigid registration and intensity-based DIR resulted in poor geometric accuracy with mean Dice similarity coefficient (DSC) inferior to 0.57, 0.63, 0.42, 0.32, and 0.43 for the rectum, bladder, vagina, cervix and uterus, respectively. Biomechanical models provided a mean DSC of 0.96 for all the organs. By considering the cervix-uterus as one single structure, biomechanical models provided a mean DSC of 0.88 and 0.94 for the cervix and uterus, respectively. The deformed doses were represented for each DIR method. Caution should be used when performing DIR for this application as standard techniques may have unacceptable results. The biomechanical model with the cervix-uterus as one structure provided the most realistic deformations to propagate the BT dose toward the EBRT boost anatomy.

Abstract P1-06-05: Expansion of tumor initiating cells is mediated by tumor microenvironment in breast cancer metastasis

Background: Breast cancer metastasis which ultimately results in breast cancer death, is an event believed to be initiated by the migration of tumor initiating cells (TIC) from the primary tumor to niches for micrometastatic disease. Recent data suggests the tumor microenvironment promotes TIC. The clinical relevance of secreted factors from the microenvironment on TIC surrogate, mammosphere (MS) formation and MS sensitivity to drug therapy was investigated using breast cancer patient fluids inherently conditioned by the tumor microenvironment: post-operative seromas and malignant pleural effusions.

Methods: Fluids from 48 patients with breast cancer (15 seromas and 33 pleural effusions) and mesenchymal stem cells (MSC) from healthy donors were collected on IRB approved protocols. Cellular components were eliminated from patient-derived fluids using density-gradient centrifugation. MSC conditioned media (MSC-CM) was collected from 3D cultures of primary MSC. Luminex multiplex array platform was used to characterize 79 cytokine and growth factor components of all fluids. In addition, MSC-CM and patient-derived fluids were added to cultures of breast cancer cell lines: MCF-7, an estrogen receptor (ER)-positive cell line; SUM149, a triple-negative inflammatory breast cancer cell line; and SUM159, a triple-negative metaplastic breast cancer cell line and MS forming efficiency was examined.

Results: Our results show that pleural effusions and seromas are enriched for factors also secreted by MSC such as MCP-1, GRO, IL-6, and VEGF-A. We found remarkable similarities regarding the cytokines and growth factors profile in pleural effusions and seromas. Both patient-derived fluids have comparable amount of Angiopoetin-2, Leptin, TNF-beta, VEGF, IL-2, IL-3, IL-4 and IL-10. EGF, TNF-alpha, IL-1, IL-6, IL-8 and IL-16 were significantly different between pleural effusions and seromas. Seroma fluid from bilateral drains in a patient with an invasive cancer and a contralateral benign mastectomy had very similar cytokine concentrations. Moreover, MSC-CM and pleural fluids from ER-positive and ER-negative patients increased the MS formation efficiency of both triple-negative cell lines while seroma fluids from ER-positive and ER-negative patients increased the MS formation efficiency of ER-positive cell line MCF-7. Finally, we evaluated the impact of a panel of drugs (simvastatin, pravastatin and erlotinib) on cell cultures grown with MSC-CM and patient-derived fluids. We found that the effect of chemotherapies on MS formation can be attenuated by patient-derived fluids.

Conclusions: Seroma and pleural effusion fluids from breast cancer patients have similar cytokine profiles, change MS formation efficiency of standard breast cancer cell models, and mediate sensitivity to therapy. Here we demonstrate that host and microenvironmental factors are critical for determining resistance to therapy and may be independent of obvious tumor related factors. Future studies will investigate the prognostic implications of factors that promote TIC survival in the fluid tumor microenvironment.

Citation Information: Cancer Res 2013;73(24 Suppl): Abstract nr P1-06-05.

P2-01-13: Impact of Erlotinib on MSC-Mediated TIC Expansion and EMT

Background: Recently, we have demonstrated that mesenchymal stem cells (MSC) and MSC secreted factors (MSC-CM) have a profound effect on tumor initiating cells (TIC) enriched mammosphere formation and latency of tumor xenografts formation from breast cancer cell lines. Furthermore these interactions increased the expression of epithelial mesenchymal transition (EMT)-associated proteins which are associated with tumor cell invasion and metastasis as well as the TIC phenotype. (Klopp, A. H. et al., 2010, PLoS One. 5, e12180). Our data suggest that the presence of MSC in the tumor microenvironment may increase metastases by conferring stem progenitor cell biology on more differentiated non-metastatic cells. In addition, preliminary data suggested MSC-CM upregulated EGFR signaling in breast cancer cells. Therefore, we hypothesized that inhibiting EGFR signaling with erlotinib (tyrosin kinase inhibitor) can suppress MSC-mediated TIC expansion and EMT.

Methods & Results: In order to demonstrate that erlotinib inhibits MSC-CM promoted expansion of TIC, we cultured breast cancer cells lines (SUM149, SUM159, SUM190, MDA-IBC3 and MCF-7) in anchorage independent conditions with MSC-CM and treated them with increasing concentrations of erlotinib. The efficiency of mammosphere formation was examined after 5 days. We found that erlotinib inhibited MSC mediated increase in mammosphere formation in triple negative cell lines SUM149 and SUM159, and HER2−positive cell lines SUM190 and MDA-IBC3, but not in ER-positive, erlotinib resistant MCF-7 cells. Furthermore, we evaluated the impact of erlotinib on cell cultures grown with breast cancer patient-derived fluids, such as seroma and malignant pleural effusions. We observed that the effect of erlotinib on mammospheres formation was attenuated by both types of patient fluids.

Discussion: Patients with triple negative breast cancer have the highest rates of metastases and no available targeted therapies for treatment. EGFR is expressed in a significant proportion of triple negative breast cancers, and recent clinical and preclinical studies suggest that EGFR may contribute to the metastasis or aggressiveness of triple negative breast cancer. Here we demonstrate that host and environmentally-derived factors are critical for determining resistance to erlotinib. In vivo studies regarding the ability of erlotininb to prevent MSC-enhanced TIC survival and metastases are underway.

Citation Information: Cancer Res 2011;71(24 Suppl):Abstract nr P2-01-13.

The (in) auspicious role of mesenchymal stromal cells in cancer: be it friend or foe

Recent progress in the research of mesenchymal stromal cells/multipotent stromal cells (MSC) has revealed numerous beneficial innate characteristics, suggesting potential value in an array of cellular therapies. MSC are easily isolated from bone marrow (BM), fat and other tissues, and are readily propagated in vitro. Transplanted/injected MSC have been shown to migrate to a variety of organs and tissues; however, sites of inflammation and pathology elicit enhanced MSC homing for tissue remodeling and repair. Tumors utilize many of the same inflammatory mediators uncovered in wound healing and likewise provide a site for preferential MSC homing. Although incorporation into the tumor microenvironment is apparent, the role of recruited MSC in the tumor microenvironment remains unclear. Some published studies have shown enhancement of tumor growth and development, perhaps through immunomodulatory and pro-angiogenic properties, while others have shown no apparent effect or have demonstrated inhibition of tumor growth and extended survival. This controversy remains at the forefront as clinical applications of MSC commence in anti-tumor therapies as well as as adjuncts to stem cell transplantation and in ameliorating graft-versus-host disease. Careful analysis of past studies and thoughtful design of future experiments will help to resolve the discrepancies in the field and lead to clinical utility of MSC in disease treatment. This review highlights the current theories of the role of MSC in tumors and explores current controversies.

Mesenchymal stem cells selectively engraft into tumor stroma and produce potent antitumor proteins in situ

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Background: The formation of stroma is essential for tumor growth and involves complex interactions between malignant cells and non-tumor stromal cells. We have previously demonstrated that IV injected bone marrow derived mesenchymal stem cells (MSC) integrate into solid tumors as stromal elements (Cancer Res 62:3603, 2002; JNCI 96:1593, 2004). Methods: MSC were labeled by a fiber modified Ad vector expressing firefly luciferase (AdLux-F/RGD), injected into normal or tumor-bearing SCID mice, and biodistributed MSC-Lux were imaged utilizing the Xenogen IVIS system. Results: After IP injection, no hMSC-LUX were detected in normal animals after 7 days, while strong punctate regions of LUX-activity were observed in ovarian tumors. Tumor cells transduced with renilla luciferase constructs co- localized with firefly luciferase MSC. Next, we examined whether hMSC-producing interferon-beta (IFNβ-MSC) could inhibit the growth of metastatic tumors in the lungs of SCID mice. When injected IV (4 doses of 106 MSC/week) into SCID mice with pulmonary metastases of carcinomas or melanomas, tumor growth was significantly inhibited as compared with untreated or vector-control MSC controls (p= 0.007). IV injected IFNb-MSC prolonged the survival of mice bearing metastatic breast carcinomas (p=0.001). In an orthotopic, chemoresistant breast cancer model in syngeneic immunocompetent mice, MSC producing IFN-β completely abrograted tumor growth. Localized low-dose XRT to tumors significantly increased the number of tumor-resident MSC. Conclusions: The data suggest that systemically administered gene-modified MSC selectively engraft into the tumor microenvironment and remain resident as part of the tumor architecture. MSC-expressing IFN-β inhibit the growth of melanomas, gliomas, metastatic breast and ovarian cancers in vivo and prolong the survival of mice bearing established tumors. Clinical trials are in preparation.

No significant financial relationships to disclose.

Improving certified nurse aide retention. A long-term care management challenge

In the long-term care industry, the turnover rate among nurse aides is extremely high. This adversely affects resident satisfaction, resident care, morale, and finances. It presents a challenge to long-term care administration. Refusing to accept high turnover as an impossible situation allows changes to be made. The authors describe how the staff at one intermediate care facility identified its problems, assessed the causes, and implemented corrective action.