G Makrigiorgos
Brigham and Women's Hospital
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Featured researches published by G Makrigiorgos.
Nano Letters | 2016
Sijumon Kunjachan; Alexandre Detappe; Rajiv Kumar; Srinivas Sridhar; G Makrigiorgos; R Berbeco
More than 50% of all cancer patients receive radiation therapy. The clinical delivery of curative radiation dose is strictly restricted by the proximal healthy tissues. We propose a dual-targeting strategy using vessel-targeted-radiosensitizing gold nanoparticles and conformal-image guided radiation therapy to specifically amplify damage in the tumor neoendothelium. The resulting tumor vascular disruption substantially improved the therapeutic outcome and subsidized the radiation/nanoparticle toxicity, extending its utility to intransigent or nonresectable tumors that barely respond to standard therapies.
Medical Physics | 2015
Davide Brivio; Piotr Zygmanski; Erno Sajo; G Makrigiorgos; Wilfred Ngwa
Purpose: To evaluate the benefit of gold nanoparticles (AuNP) in radiosurgery of Age related Macular Degeneration (AMD) using Monte Carlo (MC) simulation. AMD disease causes vision loss due to a leaky vasculature of the endothelial cells. Radiosurgical therapy aims to destroy this vasculature while minimizing the delivered dose to healthy tissues of the eye. AuNP known to enhance local dose have been targeted to the macular choroidal endothelial cells to increase the therapeutic efficacy. Methods: Dose enhancement ratio (DER) in macula endothelial cells due to a thin layer of AuNP has been calculated by a MC radiation transport simulation. AuNP layer (10–100nm) has been placed on the bottom of the macula at 2.4cm depth in a water parallelepiped 3×3×6cm3. This layer has been modeled considering various concentrations of AuNP ranging from 5.5–200mg per gram of endothelial cell (volume 10×10×2um3). The x-ray source is 100kVp 4mm diameter beam tilted 0°-30° with respect to the lens. Results: DER in endothelial cell for AuNP concentration of 31mg/g (shown experimentally feasible) and 10–100nm sizes is about 1.8. Tilting 4mm-beam does not reduce the enhancement but allows to avoid the surrounding tissues. Dose distribution in the AuNP vicinity has a significant increase within 30um, peaked at AuNP interface. DER inside and outside of the irradiation 4mm-field are the same while the actual delivered dose is more than one order of magnitude lower outside the field. Compared to 100kVp, usage of filtered spectra with enhanced flux in the region 20keV-40keV shows further increase of DER by about 20%. Dose to the neighboring organs such as retina/optic nerve are reduced accordingly. Conclusion: The results of this MC simulation provide further confirmation of the potential to enhance DER with AuNP from previous analytical calculations. This study provides impetus to improve treatment effectiveness of AMD disease with radiotherapy.
Medical Physics | 2015
Y Hao; G Cifter; Y Altundal; Neeharika Sinha; Michele Moreau; Erno Sajo; G Makrigiorgos; Wilfred Ngwa
Purpose: Studies show that stereotactic body radiation therapy (SBRT) of a primary tumor in combination with immune checkpoint inhibitors (ICI) could Result in an immune-mediated regression of metastasis outside the radiation field, a phenomenon known as abscopal effect. However toxicities due to repeated systematic administration of ICI have been shown to be a major obstacle in clinical trials. Towards overcoming these toxicity limitations, we investigate a potential new approach whereby the ICI are administered via sustained in-situ release from radiotherapy (RT) biomaterials (e.g. fiducials) coated with a polymer containing the ICI. Methods: New design RT biomaterials were prepared by coating commercially available spacers/fiducials with a biocompatible polymer (PLGA) film containing fluorescent nanoparticles of size needed to load the ICI. The release of the nanoparticles was investigated in-vitro. Meanwhile, an experimentally determined in- vivo nanoparticle diffusion coefficient was employed in analytic calculations based on Fick’s second law to estimate the time for achieving the concentrations of ICI in the tumor draining lymph node (TDLN) that are needed to engender the abscopal effect during SBRT. The ICI investigated here was anti-CTLA-4 antibody (ipilimumab) at approved FDA concentrations. Results: Our in -vitro study results showed that RT biomaterials could be designed to achieve burst release of nanoparticles within one day. Meanwhile, our calculations indicate that for a 2 to 4 cm tumor it would take 4–22 days, respectively, following burst release, for the required concentration of ICI nanoparticles to accumulate in the TDLN during SBRT. Conclusion: Current investigations combining RT and immunotherapy involve repeated intravenous administration of ICI leading to significant systemic toxicities. Our preliminary results highlight a potential new approach for sustained in-situ release of the ICI from new design RT biomaterials. These results provide impetus for more studies to leverage the powerful abscopal effect, while minimizing systemic toxicities through the new approach.
Medical Physics | 2014
Robert A. Cormack; Wilfred Ngwa; Shifalika Tangutoori; K Rajiv; Srinivas Sridhar; G Makrigiorgos
PURPOSE Permanent prostate brachytherapy spacers can be used to deliver sustained doses of radiosentitizing drug directly to the target, in order to enhance the radiation effect. Implantable nanoplatforms for chemo-radiation therapy (INCeRTs) have a maximum drug capacity and can be engineered to control the drug release schedule. The optimal schedule for sensitization during continuous low dose rate irradiation is unknown. This work studies the optimal release schedule of drug for both traditional sensitizers, and those that work by suppressing DNA repair processes. METHODS Six brachytherapy treatment plans were used to model the anatomy, implant geometry and calculate the spatial distribution of radiation dose and drug concentrations for a range of drug diffusion parameters. Three state partial differential equations (cells healthy, damaged or dead) modeled the effect of continuous radiation (radiosensitivities α,β) and cellular repair (time tr) on a cell population. Radiosensitization was modeled as concentration dependent change in α,β or tr which with variable duration under the constraint of fixed total drug release. Average cell kill was used to measure effectiveness. Sensitization by means of both enhanced damage and reduced repair were studied. RESULTS Optimal release duration is dependent on the concentration of radiosensitizer compared to the saturation concentration (csat) above which additional sensitization does not occur. Long duration drug release when enhancing α or β maximizes cell death when drug concentrations are generally over csat. Short term release is optimal for concentrations below saturation. Sensitization by suppressing repair has a similar though less distinct trend that is more affected by the radiation dose distribution. CONCLUSION Models of sustained local radiosensitization show potential to increase the effectiveness of radiation in permanent prostate brachytherapy. INCeRTs with high drug capacity produce the greatest benefit with drug release over weeks. If in-vivo drug concentrations are not able to approach saturation concentration, durations of days is optimal. DOD 1R21CA16977501; A. David Mazzone Awards Program 2012PD164.
Medical Physics | 2014
Alexandre Detappe; Houari Korideck; G Makrigiorgos; R Berbeco
PURPOSE Clonogenic cell survival is a common assay for quantifying the effect of drugs and radiation. Manual counting of surviving colonies can take 30-90seconds per plate, a major limitation for large studies. Currently available automatic counting tools are not easily modified for radiation oncology research. Our goal is to provide an open-source toolkit for precise, accurate and fast analysis of biological assays in radiation oncology. METHODS As an example analysis, we used HeLa cells incubated with gadolinium nanoparticles prior to irradiation. After treatment, the cells are grown for 14days to allow for colony formation. To analyze the colony growth, we capture images of each dish for archiving and automatic computer-based analysis. A FujifilmX20 camera is placed at the top of a box setup, 20cm above the sample, which is backlit by a LED lamp placed at the bottom of the box. We use a Gaussian filter (width=1.3mm) and color threshold (19-255). The minimum size for a colony to be counted is 1mm. For this example, 20 dishes with a large range of colonies were analyzed. Each dish was counted 3 times manually by 3 different users and then compared to our counter. RESULTS Automatic counting of cell colonies takes an average of 7seconds, enabling the analysis process to be accelerated 4-12 times. The average precision of the automatic counter was 1.7%. The Student t-test demonstrated the non-significant differences between the two counting methods (p=0.64). The ICC demonstrated the reliability of each method with ICC>0.999 (automatic) and ICC=0.95 (manual). CONCLUSION We developed an open-source automatic toolkit for the analysis of biological assays in radiation oncology and demonstrated the accuracy, precision and effort savings for clonogenic cell survival quantification. This toolkit is currently being used in two laboratories for routine experimental analysis and will be made freely available on our departmental website.
Medical Physics | 2013
Wilfred Ngwa; Y Altundal; Erno Sajo; G Makrigiorgos; R Berbeco
PURPOSE Recent studies have cogently demonstrated major dose enhancement to tumor endothelial cells (EC) when targeted with gold nanoparticles (GNPs) during external beam radiotherapy (EBR). This study investigates the endothelial dose enhancement for FDA approved concentrations of platinum-based nanoparticles: cisplatin nanoparticles (CNPs), Oxaliplatin nanoparticles (ONPs) and carboplatin nanoparticles (CBNPs) as potential alternative to GNPs. METHODS As in previous work for GNPs, analytic calculations were carried out to estimate the dose to the EC caused by radiation-induced photoelectrons from platinum nanoparticles during EBR. Here, Monte Carlo generated 6 MVp energy spectra at depth of 20 cm (10 × 10 cm2 field) was employed. The endothelial dose enhancement factor (EDEF), representing the ratio of the dose to the EC with and without the presence of nanoparticles was calculated. The Result was then appropriately scaled to reflect the percentage of platinum in CNPs, ONPs, and CBNPs. For the first time, the investigated concentration range took into account a potential clinical scenario where the nanoparticles are released in situ from routinely used fiducials loaded with the nanoparticles. RESULTS As expected, the results showed increase in EDEF with increased concentration of the nanoparticles for both GNPs and platinum NPs, with the highest contribution to the EDEF coming from the lower kV-energy part of the EBR beam spectrum. At FDA concentration limits of in situ released nanoparticles results revealed EDEF values of up to ca. 1.8 for 60 mg/g CNPs, 1.6 for 50 mg/g ONPs and 2.2 for 120 mg/g CBNPs. CONCLUSIONS The results predict that substantial photon-induced dose boost to tumor endothelial cells can be achieved by applying tumor vasculature-targeted CNPs, ONPs or CBNPs during external beam radiotherapy. Such radiation boosting or vasculature dose painting could be customized to work complementarily with the chemotherapy effect of these nanoparticles for more effective treatment outcomes.
Medical Physics | 2018
Christian V. Guthier; Anthony V. D'Amico; Martin T. King; Paul L. Nguyen; Peter F. Orio; Srinivas Sridhar; G Makrigiorgos; Robert A. Cormack
Archive | 2017
Rajiv Kumar; Srinivas Sridhar; Wilfred Ngwa; Robert A. Cormack; G Makrigiorgos
Brachytherapy | 2016
Robert A. Cormack; Paul N. Nguyen; Anthony V. D'Amico; Srinivas Sridhar; G Makrigiorgos
International Journal of Radiation Oncology Biology Physics | 2015
Joseph D. Mancias; D.E. Biancur; Houari Korideck; R Berbeco; G Makrigiorgos; Alec C. Kimmelman