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Dive into the research topics where M.G. Sabini is active.

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Featured researches published by M.G. Sabini.


ieee nuclear science symposium | 2003

A 62 MeV proton beam for the treatment of ocular melanoma at Laboratori Nazionali del Sud-INFN (CATANIA)

G.A.P. Cirrone; G. Cuttone; P.A. Lojacono; S. Lo Nigro; V. Mongelli; I.V. Patti; Giuseppe Privitera; L. Raffaele; D. Rifuggiato; M.G. Sabini; V. Salamone; C. Spatola; Lucia M. Valastro

At the INFN Laboratori Nazionali del Sud in Catania (Italy) the first Italian protontherapy facility, named CATANA (Centre di AdroTerapia e Applicazioni Nucleari Avanzate) has been realized in collaboration with the University of Catania. It is based on the use of the 62 MeV proton beam delivered by the K = 800 superconducting cyclotron installed and working at LNS since 1995. The facility is mainly devoted to the treatment of ocular diseases like uveal melanoma. A beam treatment line in air has been realized together with a dedicated positioning patient system. The facility is in operation since the beginning of 2002 and 52 patients have been successfully treated up to now. The main features of CATANA together with the clinical and dosimetric features will be extensively reported; particularly, will be described the proton beam line, that has been entirely realized at LNS, with all its elements, the experimental transversal and depth dose distributions of the 62 MeV proton beam obtained for a final collimator of 25 mm diameter and the experimental depth dose distributions of a modulated proton beam obtained for the same final collimator. Finally, the clinical results over one year of treatments, describing the features of the treated diseases will be reported.


Apoptosis | 2006

Cellular and molecular effects of protons: Apoptosis induction and potential implications for cancer therapy

C. Di Pietro; Salvatore Piro; G. Tabbì; Maria Alessandra Ragusa; V. Di Pietro; V. Zimmitti; F. Cuda; Marcello Anello; U. Consoli; E. T. Salinaro; M. Caruso; C. Vancheri; N. Crimi; M.G. Sabini; G.A.P. Cirrone; L. Raffaele; Giuseppe Privitera; Alfredo Pulvirenti; Rosalba Giugno; Alfredo Ferro; G. Cuttone; S. Lo Nigro; R. Purrello; Francesco Purrello; Michele Purrello

Due to their ballistic precision, apoptosis induction by protons could be a strategy to specifically eliminate neoplastic cells. To characterize the cellular and molecular effects of these hadrons, we performed dose-response and time-course experiments by exposing different cell lines (PC3, Ca301D, MCF7) to increasing doses of protons and examining them with FACS, RT-PCR, and electron spin resonance (ESR). Irradiation with a dose of 10 Gy of a 26,7 Mev proton beam altered cell structures such as membranes, caused DNA double strand breaks, and significantly increased intracellular levels of hydroxyl ions, are active oxygen species (ROS). This modified the transcriptome of irradiated cells, activated the mitochondrial (intrinsic) pathway of apoptosis, and resulted in cycle arrest at the G2/M boundary. The number of necrotic cells within the irradiated cell population did not significantly increase with respect to the controls. The effects of irradiation with 20 Gy were qualitatively as well as quantitatively similar, but exposure to 40 Gy caused massive necrosis. Similar experiments with photons demonstrated that they induce apoptosis in a significantly lower number of cells and in a temporally delayed manner. These data advance our knowledge on the cellular and molecular effects of proton irradiation and could be useful for improving current hadrontherapy protocols.


Medical Physics | 2000

Radiochromic film dosimetry of a low energy proton beam.

Angelo Piermattei; R Miceli; L. Azario; Andrea Fidanzio; S. delle Canne; C. De Angelis; S. Onori; M. Pacilio; E. Petetti; L. Raffaele; M.G. Sabini

In this work some dosimetric characteristics of MD-55-2 GafChromic films were studied in a low energy proton beam (21.5 MeV) directly in a water phantom. The nonlinearity of the optical density was quantified by a factor P(lin). A correction factor P(en), that accounts for optical density dependence on the energy, was empirically determined. The effects of detector thickness in depth dose measurements and of the film orientation with respect to beam direction were investigated. The results show that the MD-55-2 films provide dose measurements with the films positioned perpendicularly to the proton beam. A dosimetric formalizm is proposed to determine the dose to water at depth d, with films oriented perpendicularly to the beam axis. This formalism uses a calibration factor of the radiochromic film determined directly on the proton beam at a reference depth in water, and the P(lin) factor, that takes into account the nonlinearity of the calibration curve and the P(en) factor that, in turn takes into account the change of proton beam energy in water. The MD-55-2 films with their high spatial resolution and the quasiwater equivalent material are attractive, positioned perpendicularly along the beam axis, for the absolute dose determination of very small beam sizes and modulated proton beams.


Tumori | 2003

Clinical application of proton beams in the treatment of uveal melanoma: the first therapies carried out in Italy and preliminary results (CATANA Project).

C. Spatola; Giuseppe Privitera; L. Raffaele; Salamone; G. Cuttone; Pablo Cirrone; M.G. Sabini; Lo Nigro S

Background The first Italian proton therapy facility was realized in Catania, at the INFN-LNS. With its energy (62 MeV proton beam), it is ideal for the treatment of shallow tumors like those of the ocular region: uveal melanoma, first of all (the most common primary intraocular malignancy of adults) and other less frequent lesions like choroidal hemangioma, conjunctiva melanoma, and eyelid tumors. Material and methods The first patient was enrolled in February 2002, and to date 30 patients have been treated. All patients had a localized uveal melanoma, with no systemic metastases, and had specific indications for proton beam radiation therapy: lesions between 5–25 mm basal diameter, not exceeding 15 mm thickness, absence of total retinal detachment or glaucoma. According to the tumor dimensions, 2 patients had a small lesion or T1 (6%), 3 had a medium-sized lesion or T2 (10%), 14 had a large lesion or T3 (47%), and 11 had an extra-large lesion or T3 (37%); no patient had extrascleral invasion or T4 of the TNM-AJCC Staging System. In most cases, the tumor infiltrated only the choroid (14 patients, 47%) or the choroid plus the ciliary body (14 patients, 47%). We also treated a primitive iris melanoma, without diffusion to the ciliary body. The target volume was defined as the tumor plus a safety margin of 2.5 mm, laterally and antero-posteriorly; this margin was increased to 3 mm if ciliary body involvement was present. The treatment was carried out in 4 fractions on 4 consecutive days to a total dose of 54.5 Gy (single fraction 13.6 Gy), which corresponds to 60 CGE (Cobalt Gray Equivalent; single fraction 15 CGE), because the relative biological effectiveness is 1.1. Results The first follow-up is planned at 6–8 months after the end of the treatment, and our clinical end points are local control (defined as cessation of growth or tumor shrinkage), eye retention, and maintenance of a good visual function. At the time of this writing, we had preliminary results from 13 patients. Nine patients showed tumor shrinkage (69%), 3 a substantially stable dimension (23%), but almost all patients presented an increased ultrasound reflectivity (a surrogate for tumor control). Discussion and conclusions The literature data show that charged particle therapy has allowed an optimal local control in the treatment of uveal melanomas (about 96% in the different series, superior to that obtained with plaquetherapy [between 83% and 92%]), a metastatic rate slightly better than enucleation reports, and a survival rate of almost 90% at 5 years. Our preliminary results show a tumor response in almost all cases, with no major acute or subacute side effects. We thus plan to continue with our treatment procedures and our dose prescription.


Nuclear Physics B - Proceedings Supplements | 2003

Natural and CVD type diamond detectors as dosimeters in hadrontherapy applications

G.A.P. Cirrone; G. Cuttone; L. Rafaele; M.G. Sabini; C. De Angelis; S. Onori; Massimiliano Pacilio; M. Bucciolini; M. Bruzzi; S. Sciortino

Abstract Diamond is potentially a suitable material for use as radiation dosimeter; the wide band gap results in low dark currents and low sensitivity to visible light, the high carrier mobility can give rapid response, the very high density of strong bonds in the crystal structure make diamond very resistent to radiation damage; moreover it is tissue equivalent. The more recent advances in the synthesis of polycrystalline diamond by chemical vapour deposition (CVD) techniques have allowed the synthesis of material with electronic properties suitable for dosimetric application. In this paper we will report the results obtained in the study of the response of a natural diamond dosimeter and a CVD one irradiated with 62 AMeV proton beams to demonstrate their possible application in protontherapy.


Computer Methods and Programs in Biomedicine | 2017

A fully automatic approach for multimodal PET and MR image segmentation in gamma knife treatment planning

Leonardo Rundo; Alessandro Stefano; Carmelo Militello; Giorgio Ivan Russo; M.G. Sabini; Corrado D'arrigo; Francesco Marletta; Massimo Ippolito; Giancarlo Mauri; Salvatore Vitabile; Maria Carla Gilardi

BACKGROUND AND OBJECTIVES Nowadays, clinical practice in Gamma Knife treatments is generally based on MRI anatomical information alone. However, the joint use of MRI and PET images can be useful for considering both anatomical and metabolic information about the lesion to be treated. In this paper we present a co-segmentation method to integrate the segmented Biological Target Volume (BTV), using [11C]-Methionine-PET (MET-PET) images, and the segmented Gross Target Volume (GTV), on the respective co-registered MR images. The resulting volume gives enhanced brain tumor information to be used in stereotactic neuro-radiosurgery treatment planning. GTV often does not match entirely with BTV, which provides metabolic information about brain lesions. For this reason, PET imaging is valuable and it could be used to provide complementary information useful for treatment planning. In this way, BTV can be used to modify GTV, enhancing Clinical Target Volume (CTV) delineation. METHODS A novel fully automatic multimodal PET/MRI segmentation method for Leksell Gamma Knife® treatments is proposed. This approach improves and combines two computer-assisted and operator-independent single modality methods, previously developed and validated, to segment BTV and GTV from PET and MR images, respectively. In addition, the GTV is utilized to combine the superior contrast of PET images with the higher spatial resolution of MRI, obtaining a new BTV, called BTVMRI. A total of 19 brain metastatic tumors, undergone stereotactic neuro-radiosurgery, were retrospectively analyzed. A framework for the evaluation of multimodal PET/MRI segmentation is also presented. Overlap-based and spatial distance-based metrics were considered to quantify similarity concerning PET and MRI segmentation approaches. Statistics was also included to measure correlation among the different segmentation processes. Since it is not possible to define a gold-standard CTV according to both MRI and PET images without treatment response assessment, the feasibility and the clinical value of BTV integration in Gamma Knife treatment planning were considered. Therefore, a qualitative evaluation was carried out by three experienced clinicians. RESULTS The achieved experimental results showed that GTV and BTV segmentations are statistically correlated (Spearmans rank correlation coefficient: 0.898) but they have low similarity degree (average Dice Similarity Coefficient: 61.87 ± 14.64). Therefore, volume measurements as well as evaluation metrics values demonstrated that MRI and PET convey different but complementary imaging information. GTV and BTV could be combined to enhance treatment planning. In more than 50% of cases the CTV was strongly or moderately conditioned by metabolic imaging. Especially, BTVMRI enhanced the CTV more accurately than BTV in 25% of cases. CONCLUSIONS The proposed fully automatic multimodal PET/MRI segmentation method is a valid operator-independent methodology helping the clinicians to define a CTV that includes both metabolic and morphologic information. BTVMRI and GTV should be considered for a comprehensive treatment planning.


international conference on image analysis and processing | 2013

A Graph-Based Method for PET Image Segmentation in Radiotherapy Planning: A Pilot Study

Alessandro Stefano; Salvatore Vitabile; Giorgio Ivan Russo; Massimo Ippolito; Daniele Sardina; M.G. Sabini; Francesca Gallivanone; Isabella Castiglioni; Maria Carla Gilardi

Target volume delineation of Positron Emission Tomography (PET) images in radiation treatment planning is challenging because of the low spatial resolution and high noise level in PET data. The aim of this work is the development of an accurate and fast method for semi-automatic segmentation of metabolic regions on PET images. For this purpose, an algorithm for the biological tumor volume delineation based on random walks on graphs has been used. Validation was first performed on phantoms containing spheres and irregular inserts of different and known volumes, then tumors from a patient with head and neck cancer were segmented to discuss the clinical applicability of this algorithm. Experimental results show that the segmentation algorithm is accurate and fast and meets the physician requirements in a radiotherapy environment.


Physica Medica | 2006

Preliminary investigation on the use of the MOSFET dosimeter in proton beams

G.A. Pablo Cirrone; G. Cuttone; P.A. Lojacono; Salvatore Lo Nigro; I.V. Patti; S. Pittera; L. Raffaele; M.G. Sabini; V. Salamone; Lucia M. Valastro

Metal Oxide Semiconductor (MOS) device structures can be used to measure ionizing radiation through the mechanism of hole trapping in the oxide layer leading to changing of electrical characteristic of the device. They are a new type of direct reading semiconductor dosimeters. Due to their extremely small physical size, ability to permanently store the accumulated dose, dose-rate independence and their ease of use make them very promising for in vivo dosimetry. They are attractive for dosimetry in small radiation fields used in modern radiation oncology modalities, as conformal radiotherapy, IMRT, stereotactic radiotherapy/radiosurgery and proton therapy. Preliminary results on the use of commercial MOSFET dosimeters (TN-502RD, Thomson & Nielsen Electronics Ltd, Canada) irradiated on therapeutic 62 MeV proton beams are presented. Linearity with absorbed dose, sensibility and energy dependence were investigated. Moreover, the possibility to use of MOSFET dosimeters in order to measure the Output Factors (OF) for very small irradiation fields was verified. The comparison of OF obtained using MOSFETs and other dosimetry systems is reported.


Medical & Biological Engineering & Computing | 2017

An enhanced random walk algorithm for delineation of head and neck cancers in PET studies.

Alessandro Stefano; Salvatore Vitabile; Giorgio Ivan Russo; Massimo Ippolito; M.G. Sabini; Daniele Sardina; Orazio Gambino; Edoardo Ardizzone; Maria Carla Gilardi

An algorithm for delineating complex head and neck cancers in positron emission tomography (PET) images is presented in this article. An enhanced random walk (RW) algorithm with automatic seed detection is proposed and used to make the segmentation process feasible in the event of inhomogeneous lesions with bifurcations. In addition, an adaptive probability threshold and a k-means based clustering technique have been integrated in the proposed enhanced RW algorithm. The new threshold is capable of following the intensity changes between adjacent slices along the whole cancer volume, leading to an operator-independent algorithm. Validation experiments were first conducted on phantom studies: High Dice similarity coefficients, high true positive volume fractions, and low Hausdorff distance confirm the accuracy of the proposed method. Subsequently, forty head and neck lesions were segmented in order to evaluate the clinical feasibility of the proposed approach against the most common segmentation algorithms. Experimental results show that the proposed algorithm is more accurate and robust than the most common algorithms in the literature. Finally, the proposed method also shows real-time performance, addressing the physician’s requirements in a radiotherapy environment.


nuclear science symposium and medical imaging conference | 1999

Characterization of CVD diamond films as radiation detectors for dosimetric applications

M. Bruzzi; M. Bucciolini; G.A.P. Cirrone; G. Cuttone; A. Guasti; S. Mazzocchi; S. Pirollo; M.G. Sabini; S. Sciortino

The possibility of using CVD diamond films as dosimeters in radiotherapy applications has been tested in both off-line and on-line configurations. The thermoluminescent and thermally stimulated current responses after 20 MeV electron and 22 MeV proton irradiation have been studied as a function of the dose up to 10 Gy. CVD diamond compares favourably with standard off-line LiF dosimeters. In the on-line configuration, detector-grade high-purity CVD diamond shows a sensitivity almost four order of magnitude higher than that of ionisation chambers.

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G. Cuttone

Istituto Nazionale di Fisica Nucleare

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G.A.P. Cirrone

Istituto Nazionale di Fisica Nucleare

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Lucia M. Valastro

Istituto Nazionale di Fisica Nucleare

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G. Russo

University of Catania

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