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1.
In Vitro Cell Dev Biol Anim ; 40(8-9): 262-7, 2004.
Article in English | MEDLINE | ID: mdl-15723561

ABSTRACT

Neoplastic cells acquire multidrug resistance as they assemble into multicellular spheroids. Image analysis and Monte Carlo simulation provided an insight into the adhesion and motility events during spheroid restructuring in liquid-overlay culture of DU 145 and LNCaP human prostate cancer cells. Irregularly shaped, two-dimensional aggregates restructured through incremental cell movements into three-dimensional spheroids. Of the two cultures examined, restructuring was more pronounced for DU 145 aggregates. Motile DU 145 cells formed spheroids with a minimum cell overlay of 30% for 25-mers as estimated by simulation versus 5% for adhesive LNCaP cells in aggregates of the same size. Over 72 h, the texture ratio increased from 0.55 +/- 0.05 for DU 145 aggregates with projected areas exceeding 2000 microm2 to a value approaching 0.75 +/- 0.02 (P < 0.05). For LNCaP aggregates of comparable size, the increase in texture ratio was more modest, less than 15% during the same time period (P < 0.05). Combined, these data suggest that motility events govern the overall rate of spheroid restructuring. This information has application to the chemosensitization of solid tumors and kinetic modeling of spheroid production.


Subject(s)
Cell Aggregation , Prostatic Neoplasms , Spheroids, Cellular/cytology , Spheroids, Cellular/metabolism , Tumor Cells, Cultured , Cell Culture Techniques , Cell Movement , Humans , Male , Monte Carlo Method
2.
Biotechnol Prog ; 19(6): 1742-9, 2003.
Article in English | MEDLINE | ID: mdl-14656150

ABSTRACT

Neoplastic cells self-assemble in liquid-overlay cultures into multicellular spheroids that resemble micrometastases and avascular regions of larger tumors. A Monte Carlo simulation based on Meakin's cluster-cluster aggregation model resolved the physical mechanisms by which LNCaP human prostate cancer cells aggregate in this environment. The best-fit solution suggests that LNCaP cells aggregate with an adhesion probability of 0.5% when they migrate within a radius of influence between cell centers of 180 microm, 10 times the cell diameter. The sweeping radius of influence is indicative of cell tethering and/or chemotaxis and results in an intrinsic rate of self-aggregation that increases from k(11) = 1.5 h(-1) for single cells to k(1010) = 17.5 h(-1) for 10-mers. Similar rates are predicted by Smoluchowski's collision theory (1), suggesting that they are inherent properties of LNCaP liquid-overlay culture. Aggregates form more compact structures in culture than during simulation as measured by the fractal dimension: D(F) = 1.74 +/- 0.04 for 10-mers in culture vs D(F) = 1.25 +/- 0.10 for simulated 10-mers. Additional restructuring would further extend the radius of influence and diminish adhesion. Applications of this work include the production of highly viable spheroids for drug testing and basic oncological research.


Subject(s)
Cell Aggregation , Cell Culture Techniques/methods , Cell Movement , Models, Biological , Models, Statistical , Prostatic Neoplasms/physiopathology , Cell Adhesion , Cell Line, Tumor , Computer Simulation , Humans , Male , Monte Carlo Method , Prostatic Neoplasms/pathology , Reproducibility of Results , Sensitivity and Specificity , Solutions
3.
J Nucl Med ; 44(7): 1148-55, 2003 Jul.
Article in English | MEDLINE | ID: mdl-12843231

ABSTRACT

UNLABELLED: Preclinical biodistribution and pharmacokinetics of investigational radiopharmaceuticals are typically obtained by longitudinal animal studies. These have required the sacrifice of multiple animals at each time point. Advances in small-animal imaging have made it possible to evaluate the biodistribution of radiopharmaceuticals across time in individual animals, in vivo. MicroPET and MRI-based preclinical biodistribution and localization data were obtained and used to assess the therapeutic potential of (90)Y-trastuzumab monoclonal antibody (mAb) (anti-HER2/neu) against ovarian carcinoma. METHODS: Female nude mice were inoculated intraperitoneally with 5.10(6) ovarian carcinoma cells (SKOV3). Fourteen days after inoculation, 12-18 MBq (86)Y-labeled trastuzumab mAb was injected intraperitoneally. Tumor-free mice, injected with (86)Y-trastuzumab, and tumor-bearing mice injected with labeled, irrelevant mAb or (86)Y-trastuzumab + 100-fold excess unlabeled trastuzumab were used as controls. Eight microPET studies per animal were collected over 72 h. Standard and background images were collected for calibration. MicroPET images were registered with MR images acquired on a 1.5-T whole-body MR scanner. For selected time points, 4.7-T small-animal MR images were also obtained. Images were analyzed and registered using software developed in-house. At completion of imaging, suspected tumor lesions were dissected for histopathologic confirmation. Blood, excised normal organs, and tumor nodules were measured by gamma-counting. Tissue uptake was expressed relative to the blood concentration (percentage of injected activity per gram of tissue [%IA/g]/%IA/g blood). (86)Y-Trastuzumab pharmacokinetics were used to perform (90)Y-trastuzumab dosimetry. RESULTS: Intraperitoneal injection of mAb led to rapid blood-pool uptake (5-9 h) followed by tumor localization (26-32 h), as confirmed by registered MR images. Tumor uptake was greatest for (86)Y-trastuzumab (7 +/- 1); excess unlabeled trastuzumab yielded a 70% reduction. Tumor uptake for the irrelevant mAb was 0.4 +/- 0.1. The concentration in normal organs relative to blood ranged from 0 to 1.4 across all studies, with maximum uptake in spleen. The absorbed dose to the kidneys was 0.31 Gy/MBq (90)Y-trastuzumab. The liver received 0.48 Gy/MBq, and the spleen received 0.56 Gy/MBq. Absorbed dose to tumors varied from 0.10 Gy/MBq for radius = 0.1 mm to 3.7 Gy/MBq for radius = 5 mm. CONCLUSION: For all injected compounds, the relative microPET image intensity of the tumor matched the subsequently determined (86)Y uptake. Coregistration with MR images confirmed the position of (86)Y uptake relative to various organs. Radiolabeled trastuzumab mAb was shown to localize to sites of disease with minimal normal organ uptake. Dosimetry calculations showed a strong dependence on tumor size. These results demonstrate the usefulness of combined microPET and MRI for the evaluation of novel therapeutics.


Subject(s)
Antibodies, Monoclonal/metabolism , Antibodies, Monoclonal/pharmacokinetics , Magnetic Resonance Imaging/methods , Ovarian Neoplasms/metabolism , Tomography, Emission-Computed/methods , Animals , Antibodies, Monoclonal, Humanized , Female , Humans , Mice , Mice, Nude , Neoplasm Transplantation , Organ Specificity , Ovarian Neoplasms/diagnostic imaging , Radiometry/methods , Radiopharmaceuticals/pharmacokinetics , Subtraction Technique , Tissue Distribution , Trastuzumab , Whole-Body Counting , Yttrium Radioisotopes/pharmacokinetics
4.
Biotechnol Bioeng ; 80(5): 580-8, 2002 Dec 05.
Article in English | MEDLINE | ID: mdl-12355469

ABSTRACT

Aggregation of attachment-dependent animal cells represents a series of motility, collision, and adhesion events applicable to such diverse fields as tissue engineering, bioseparations, and drug testing. Aggregation of human prostate cancer cells in liquid-overlay culture was modeled using Smoluchowski's collision theory. Using well (LNCaP) and poorly differentiated (DU 145 and PC 3) cell lines, the biological relevance of the model was assessed by comparing aggregation rates with diffusive and adhesive properties. Diffusion coefficients ranged from 5 to 90 microm(2)/min for single LNCaP and PC 3 cells, respectively. Similar diffusivities were predicted by the persistent random walk model and Einstein relation, indicating random motion. LNCaP cells were the most adhesive in our study with reduced cell shedding, 100% adhesion probability, and enhanced expression of E-cadherin. There was an increase in DU 145 cells staining positive for E-cadherin from nearly 20% of single cells to uniform staining across the surface of all aggregates; under 30% of PC 3 aggregates stained positive. Aggregation rates were more consistent with adhesive properties than with motilities, suggesting that aggregation in our study was reaction-controlled. Relative to other assays employed here, aggregation rates were more sensitive to phenotypic differences in cell lines and described size-dependent changes in aggregation at a finer resolution. In particular, model results suggest similar aggregation rates for two-dimensional DU 145 and PC 3 aggregates and upwards of 4-fold higher rates for larger three-dimensional DU 145 spheroids, consistent with expression of E-cadherin. The kinetic model has application to spheroid production, to cell flocculation and as an adhesion assay.


Subject(s)
Computer Simulation , Models, Biological , Prostatic Neoplasms/pathology , Prostatic Neoplasms/physiopathology , Cell Adhesion/physiology , Cell Aggregation/physiology , Cell Count , Cell Movement/physiology , Cell Transformation, Neoplastic/pathology , Humans , Kinetics , Male , Prostatic Neoplasms/classification , Sensitivity and Specificity , Species Specificity , Spheroids, Cellular/physiology , Tumor Cells, Cultured
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