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1.
Phys Med ; 123: 103410, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38878630

ABSTRACT

AIMS: To assess the robustness and to define the dosimetric and NTCP advantages of pencil-beam-scanning proton therapy (PBSPT) compared with VMAT for unresectable Stage III non-small lung cancer (NSCLC) in the immunotherapy era. MATERIAL AND METHODS: 10 patients were re-planned with VMAT and PBSPT using: 1) ITV-based robust optimization with 0.5 cm setup uncertainties and (for PBSPT) 3.5 % range uncertainties on free-breathing CT 2) CTV-based RO including all 4DCTs anatomies. Target coverage (TC), organs at risk dose and TC robustness (TCR), set at V95%, were compared. The NTCP risk for radiation pneumonitis (RP), 24-month mortality (24MM), G2 + acute esophageal toxicity (ET), the dose to the immune system (EDIC) and the left anterior descending (LAD) coronary artery V15 < 10 % were registered. Wilcoxon test was used. RESULTS: Both PBSPT methods improved TC and TCR (p < 0.01). The mean lung dose and lung V20 were lower with PBSPT (p < 0.01). Median mean heart dose reduction with PBSPT was 8 Gy (p < 0.001). PT lowered median LAD V15 (p = 0.004). ΔNTCP > 5 % with PBSPT was observed for two patients for RP and for five patients for 24 MM. ΔNTCP for ≥ G2 ET was not in favor of PBSPT for all patients. PBSPT halved median EDIC (4.9/5.1 Gy for ITV/CTV-based VMAT vs 2.3 Gy for both ITV/CTV-based PBSPT, p < 0.01). CONCLUSIONS: PBSPT is a robust approach with significant dosimetric and NTCP advantages over VMAT; the EDIC reduction could allow for a better integration with immunotherapy. A clinical benefit for a subset of NSCLC patients is expected.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Immunotherapy , Lung Neoplasms , Proton Therapy , Radiometry , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted , Radiotherapy, Intensity-Modulated , Humans , Carcinoma, Non-Small-Cell Lung/radiotherapy , Proton Therapy/methods , Lung Neoplasms/radiotherapy , Radiotherapy, Intensity-Modulated/methods , Radiotherapy, Intensity-Modulated/adverse effects , Radiotherapy Planning, Computer-Assisted/methods , Organs at Risk/radiation effects , Male , Neoplasm Staging , Female , Aged , Middle Aged
2.
Strahlenther Onkol ; 198(6): 558-565, 2022 06.
Article in English | MEDLINE | ID: mdl-35394144

ABSTRACT

AIMS: Proton therapy (PT) represents an advanced form of radiotherapy with unique physical properties which could be of great advantage in reducing long-term radiation morbidity for cancer survivors. Here, we aim to describe the whole process leading to the clinical implementation of consolidative active scanning proton therapy treatment (PT) for mediastinal lymphoma. METHODS: The process included administrative, technical and clinical issues. Authorization of PT is required in all cases as mediastinal lymphoma is currently not on the list of diseases reimbursable by the Italian National Health Service. Technically, active scanning PT treatment for mediastinal lymphoma is complex, due to the interaction between actively scanned protons and the usually irregular and large volumes to be irradiated, the nearby healthy tissues and the target motion caused by breathing. A road map to implement the technical procedures was prepared. The clinical selection of patients was of utmost importance and took into account both patient and tumor characteristics. RESULTS: The first mediastinal lymphoma was treated at our PT center in 2018, four years after the start of the clinical activities. The treatment technique implementation included mechanical deep inspiration breath-hold simulation computed tomography (CT), clinical target volume (CTV)-based multifield optimization planning and plan robustness analysis. The ultimate authorization rate was 93%. In 4 cases a proton-photon plan comparison was required. Between May 2018 and February, 2021, 14 patients were treated with consolidative PT. The main clinical reasons for choosing PT over photons was a bulky disease in 8 patients (57%), patient's age in 11 patients (78%) and the proximity of the lymphoma to cardiac structures in 10 patients (71%). With a median follow-up of 15 months (range, 1-33 months) all patients but one (out-of-field relapse) are without evidence of disease, all are alive and no late toxicities were observed during the follow-up period. CONCLUSIONS: The clinical implementation of consolidative active scanning PT for mediastinal lymphoma required specific technical procedures and a prolonged experience with PT treatments. An accurate selection of patients for which PT could be of advantage in comparison with photons is mandatory.


Subject(s)
Hodgkin Disease , Lymphoma , Mediastinal Neoplasms , Proton Therapy , Radiotherapy, Intensity-Modulated , Feasibility Studies , Hodgkin Disease/pathology , Humans , Lymphoma/radiotherapy , Mediastinal Neoplasms/diagnostic imaging , Mediastinal Neoplasms/radiotherapy , Organs at Risk/pathology , Patient Selection , Proton Therapy/methods , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted/methods , Radiotherapy, Intensity-Modulated/methods , State Medicine
3.
Acta Oncol ; 58(9): 1238-1245, 2019 Sep.
Article in English | MEDLINE | ID: mdl-31155998

ABSTRACT

Background and purpose: Recurrent nasopharyngeal carcinoma (NPC) has limited curative treatment options. Reirradiation is the only potential definitive treatment in advanced stages at a cost of substantial severe and often life-threatening toxicity. Proton therapy (PT) reduces irradiated volume compared with X-ray radiotherapy and could be advantageous in terms of safety and efficacy in a population of heavily pretreated patients. We report the retrospective results of PT reirradiation in recurrent NPC patients treated at our Institution Methods: All recurrent NPC patients treated since the beginning of clinical activity entered the present analysis. Clinical target volume consisted of Gross Tumor volume plus a patient-specific margin depending on disease behavior, tumor location, proximity of organs at risk, previous radiation dose. No elective nodal irradiation was performed. Active scanning technique with the use of Single Field Optimization (SFO) or Multifield Optimization (MFO) was adopted. Cumulative X-ray -PT doses were calculated for all patients using a dose accumulation tool since 2016. Treatment toxicity was retrospectively collected. Results: Between February 2015, and October 2018, 17 recurrent NPC patients were treated. Median follow-up (FUP) was 10 months (range 2-41). Median PT reirradiation dose was 60 Gy RBE (range 30.6-66). The majority of patients (53%) underwent concomitant chemotherapy. Acute toxicity was low with no ≥ G3 adverse events. Late events ≥ G3 occurred in 23.5% of patients. Most frequent late toxicity was hearing impairment (17,6%). G2 soft tissue necrosis occurred in two patients. Fatal bleeding of uncertain cause (either tumor recurrence or G5 carotid blowout) occurred in one patient. Kaplan-Meier 18 months Overall Survival (OS) and Local control (LC) rates were 54.4% and 66.6%, respectively. Conclusions: Our initial results with the use of modern PT for reirradiation of recurrent NPC patients are encouraging. Favorable LC and OS rates were obtained at the cost of acceptable severe late toxicity.


Subject(s)
Nasopharyngeal Carcinoma/radiotherapy , Nasopharyngeal Neoplasms/radiotherapy , Neoplasm Recurrence, Local/radiotherapy , Proton Therapy/methods , Re-Irradiation/methods , Adult , Aged , Chemotherapy, Adjuvant , Female , Hearing/radiation effects , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Nasopharyngeal Carcinoma/drug therapy , Nasopharyngeal Carcinoma/pathology , Nasopharyngeal Neoplasms/drug therapy , Nasopharyngeal Neoplasms/pathology , Neoplasm Recurrence, Local/drug therapy , Neoplasm Recurrence, Local/pathology , Organs at Risk , Proton Therapy/adverse effects , Radiotherapy Dosage , Re-Irradiation/adverse effects , Retrospective Studies , Tumor Burden
4.
Br J Radiol ; 88(1054): 20150274, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26153903

ABSTRACT

The recent EORTC 10981-22023 AMAROS trial showed that axillary radiotherapy and axillary lymph node dissection provide comparable local control and reduced lymphoedema in the irradiated group. However, no significant differences between the two groups in range of motion and quality of life were reported. It has been acknowledged that axillary irradiation could have induced some toxicity, particularly shoulder function impairment. In fact, conventional breast irradiation by tangential beams has to be modified to achieve full-dose coverage of the axillary nodes, including in the treatment field a larger portion of the shoulder structures. In this scenario, alternative irradiation techniques were discussed. Compared with modern photon techniques, axillary irradiation by proton therapy has the potential for sparing the shoulder without detrimental increase of the medium-to-low doses to the other normal tissues.


Subject(s)
Breast Neoplasms/radiotherapy , Lymph Node Excision , Proton Therapy/methods , Shoulder/physiopathology , Shoulder/radiation effects , Axilla , Female , Humans , Quality of Life , Range of Motion, Articular
5.
Strahlenther Onkol ; 189(11): 967-71, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24104869

ABSTRACT

BACKGROUND AND PURPOSE: A bi-tangential technique is proposed to reduce undesired doses to the shoulder produced by standard tangential irradiation. PATIENTS AND METHODS: A total of 6 patients affected by shoulder pain and reduced functional capacity after whole-breast irradiation were retrospectively analysed. The standard tangential plan used for treatment was compared with (1) a single bi-tangential plan where, to spare the shoulder, the lateral open tangent was split into two half-beams at isocentre, with the superior portion rotated by 10-20° medially with respect to the standard lateral beam; (2) a double bi-tangential plan, where both the tangential open beams were split. The planning target volume (PTV) coverage and the dose to the portion of muscles and axilla included in the standard tangential beams were compared. RESULTS: PTV95 % of standard plan (91.9 ± 3.8) was not significantly different from single bi-tangential plan (91.8 ± 3.4); a small but significant (p < 0.01) decrease was observed with the double bi-tangential plan (90.1 ± 3.7). A marked dose reduction to the muscle was produced by the single bi-tangential plan around 30-40 Gy. The application of the double bi-tangential technique further reduced the volume receiving around 20 Gy, but did not markedly affect the higher doses. The dose to the axilla was reduced both in the single and the double bi-tangential plans. CONCLUSION: The single bi-tangential technique would have been able to reduce the dose to shoulder and axilla, without compromising target coverage. This simple technique is valuable for irradiation after axillary lymph node dissection or in patients without dissection due to negative or low-volume sentinel lymph node disease.


Subject(s)
Breast Neoplasms/radiotherapy , Joint Diseases/etiology , Joint Diseases/prevention & control , Organ Sparing Treatments/methods , Radiation Injuries/etiology , Radiation Injuries/prevention & control , Radiotherapy, Conformal/methods , Female , Humans , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted/methods , Shoulder Joint/radiation effects , Treatment Outcome
6.
Strahlenther Onkol ; 189(5): 367-71, 2013 May.
Article in English | MEDLINE | ID: mdl-23549780

ABSTRACT

PURPOSE: To compare a quasi-volumetric modulated arc therapy (qVMAT) with three-dimensional conformal radiation therapy (3D-CRT) and intensity-modulated radiation therapy (IMRT) for the treatment of high-grade gliomas. The qVMAT technique is a fast method of radiation therapy in which multiple equispaced beams analogous to those in rotation therapy are radiated in succession. PATIENTS AND METHODS: This study included 12 patients with a planning target volume (PTV) that overlapped at least one organ at risk (OAR). 3D-CRT was planned using 2-3 non-coplanar beams, whereby the field-in-field technique (FIF) was used to divide each field into 1-3 subfields to shield the OAR. The qVMAT strategy was planned with 15 equispaced beams and IMRT was planned using 9 beams with a total of 80 segments. Inverse planning for qVMAT and IMRT was performed by direct machine parameter optimization (DMPO) to deliver a homogenous dose distribution of 60 Gy within the PTV and simultaneously limit the dose received by the OARs to the recommended values. Finally, the effect of introducing a maximum dose objective (max. dose < 54 Gy) for a virtual OAR in the form of a 0.5 cm ring around the PTV was investigated. RESULTS: The qVMAT method gave rise to significantly improved PTV95% and conformity index (CI) values in comparison to 3D-CRT (PTV95% = 90.7 % vs. 82.0 %; CI = 0.79 vs. 0.74, respectively). A further improvement was achieved by IMRT (PTV95% = 94.4 %, CI = 0.78). In qVMAT and IMRT, the addition of a 0.5 cm ring around the PTV produced a significant increase in CI (0.87 and 0.88, respectively), but dosage homogeneity within the PTV was considerably reduced (PTV95% = 88.5 % and 92.3 %, respectively). The time required for qVMAT dose delivery was similar to that required using 3D-CRT. CONCLUSION: These findings suggest that qVMAT should be preferred to 3D-CRT for the treatment of high-grade gliomas. The qVMAT method could be applied in hospitals, for example, which have limited departmental resources and are not equipped with systems capable of VMAT delivery.


Subject(s)
Brain Neoplasms/radiotherapy , Glioma/radiotherapy , Radiotherapy, Intensity-Modulated/methods , Adult , Aged , Brain Neoplasms/diagnosis , Female , Glioma/diagnosis , Humans , Male , Middle Aged , Treatment Outcome
7.
Br J Radiol ; 84(999): 271-8, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21045069

ABSTRACT

OBJECTIVES: Delineation of clinical target volume (CTV) is still controversial in glioblastomas. In order to assess the differences in volume and shape of the radiotherapy target, the use of pre-operative vs post-operative/pre-radiotherapy T(1) and T(2) weighted MRI was compared. METHODS: 4 CTVs were delineated in 24 patients pre-operatively and post-operatively using T(1) contrast-enhanced (T1(PRE)CTV and T1(POST)CTV) and T(2) weighted images (T2(PRE)CTV and T2(POST)CTV). Pre-operative MRI examinations were performed the day before surgery, whereas post-operative examinations were acquired 1 month after surgery and before chemoradiation. A concordance index (CI) was defined as the ratio between the overlapping and composite volumes. RESULTS: The volumes of T1(PRE)CTV and T1(POST)CTV were not statistically different (248 ± 88 vs 254 ± 101), although volume differences >100 cm(3) were observed in 6 out of 24 patients. A marked increase due to tumour progression was shown in three patients. Three patients showed a decrease because of a reduced mass effect. A significant reduction occurred between pre-operative and post-operative T(2) volumes (139 ± 68 vs 78 ± 59). Lack of concordance was observed between T1(PRE)CTV and T1(POST)CTV (CI = 0.67 ± 0.09), T2(PRE)CTV and T2(POST)CTV (CI = 0.39 ± 0.20) and comparing the portion of the T1(PRE)CTV and T1(POST)CTV not covered by that defined on T2(PRE)CTV images (CI = 0.45 ± 0.16 and 0.44 ± 0.17, respectively). CONCLUSION: Using T(2) MRI, huge variations can be observed in peritumoural oedema, which are probably due to steroid treatment. Using T(1) MRI, brain shifts after surgery and possible progressive enhancing lesions produce substantial differences in CTVs. Our data support the use of post-operative/pre-radiotherapy T(1) weighted MRI for planning purposes.


Subject(s)
Brain Neoplasms/diagnosis , Glioblastoma/diagnosis , Magnetic Resonance Imaging/methods , Radiotherapy Planning, Computer-Assisted/methods , Tomography, X-Ray Computed/methods , Brain Neoplasms/pathology , Brain Neoplasms/surgery , Female , Glioblastoma/pathology , Glioblastoma/surgery , Humans , Male , Observer Variation , Postoperative Period , Preoperative Period , Radiation Injuries/prevention & control , Reproducibility of Results , Tumor Burden
8.
Methods Inf Med ; 48(3): 248-53, 2009.
Article in English | MEDLINE | ID: mdl-19387513

ABSTRACT

OBJECTIVES: The paper aims at improving the support of medical researchers in the context of in-vivo cancer imaging. Morphological and functional parameters obtained by dynamic contrast-enhanced MRI (DCE-MRI) techniques are analyzed, which aim at investigating the development of tumor microvessels. The main contribution consists in proposing a machine learning methodology to segment automatically these MRI data, by isolating tumor areas with different meaning, in a histological sense. METHODS: The proposed approach is based on a three-step procedure: i) robust feature extraction from raw time-intensity curves, ii) voxel segmentation, and iii) voxel classification based on a learning-by-example approach. In the first step, few robust features that compactly represent the response of the tissue to the DCE-MRI analysis are computed. The second step provides a segmentation based on the mean shift (MS) paradigm, which has recently shown to be robust and useful for different and heterogeneous clustering tasks. Finally, in the third step, a support vector machine (SVM) is trained to classify voxels according to the labels obtained by the clustering phase (i.e., each class corresponds to a cluster). Indeed, the SVM is able to classify new unseen subjects with the same kind of tumor. RESULTS: Experiments on different subjects affected by the same kind of tumor evidence that the extracted regions by both the MS clustering and the SVM classifier exhibit a precise medical meaning, as carefully validated by the medical researchers. Moreover, our approach is more stable and robust than methods based on quantification of DCE-MRI data by means of pharmacokinetic models. CONCLUSIONS: The proposed method allows to analyze the DCE-MRI data more precisely and faster than previous automated or manual approaches.


Subject(s)
Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Neoplasms/classification , Cluster Analysis , Humans
9.
Br J Cancer ; 100(10): 1575-80, 2009 May 19.
Article in English | MEDLINE | ID: mdl-19384298

ABSTRACT

Dynamic contrast-enhanced (albumin-Gd-DTPA) magnetic resonance imaging, performed during 2 weeks of daily administration of an inhibitor of tyrosine kinase receptors (SU6668) in an HT-29 colon carcinoma model, revealed the onset of a hyper-enhancing rim, not observed in untreated tumours. To account for tissue heterogeneity in the quantitative analysis, we segmented tumours into three subunits automatically identified by cluster analysis of the enhancement curves using a k-means algorithm. Transendothelial permeability (Kps) and fractional plasma volume (fPV) were calculated in each subunit. An avascular and necrotic region, an intermediate zone and a well-vascularised periphery were reliably identified. During untreated tumour growth, the identified sub-regions did not substantially change their enhancement pattern. Treatment with SU6668 induced major changes at tumour periphery where a significant increase of Kps and fPV was observed with respect to control tumours. Histology revealed a sub-capsular layer composed of hyper-dense viable tumour cells in the periphery of untreated tumours. The rim of viable neoplastic cells was reduced in treated tumours, and replaced by loose connective tissue characterised by numerous vessels, which explains the observed hyper-enhancement. The present data show a peripheral abnormal development of cancer-associated stroma, indicative of an adaptive response to anti-angiogenic treatment.


Subject(s)
Carcinoma/pathology , Cell Proliferation/drug effects , Colonic Neoplasms/pathology , Indoles/pharmacology , Pyrroles/pharmacology , Receptor Protein-Tyrosine Kinases/antagonists & inhibitors , Stromal Cells/drug effects , Animals , Disease Progression , HT29 Cells , Humans , Magnetic Resonance Imaging , Mice , Mice, Nude , Neovascularization, Pathologic/pathology , Oxindoles , Propionates , Stromal Cells/physiology , Up-Regulation/drug effects , Xenograft Model Antitumor Assays
10.
Oncogene ; 27(18): 2542-51, 2008 Apr 17.
Article in English | MEDLINE | ID: mdl-17998939

ABSTRACT

Tumor microenvironment in carcinomas recruits mesenchymal cells with an abnormal proangiogenic and invasive phenotype. It is not clear whether mesenchymal tumor cells (MTCs) derive from the activation of mature fibroblasts or from their stem cell precursors. However, stromal cell activation in tumors resembles in several aspects the mesenchymal rearrangement which normally occurs during reparative processes such as wound healing. Mesenchymal stem cells (MSCs) play a crucial role in developmental and reparative processes and have extraordinary proangiogenic potential, on the basis of which they are thought to show great promise for the treatment of ischemic disorders. Here, we show that MTCs have proangiogenic potential and that they share the transcriptional expression of the best-known proangiogenic factors with MSCs. We also found that MTCs and MSCs have the same molecular signature for stemness-related genes, and that when co-implanted with cancer cells in syngeneic animals MSCs determine early tumor appearance, probably by favoring the angiogenic switch. Our data (1) reveal crucial aspects of the proangiogenic phenotype of MTCs, (2) strongly suggest their stem origin and (3) signal the risk of therapeutic use of MSCs in tumor-promoting conditions.


Subject(s)
Angiogenic Proteins/biosynthesis , Gene Expression Regulation, Neoplastic , Mammary Neoplasms, Animal/metabolism , Mesenchymal Stem Cell Transplantation/adverse effects , Mesenchymal Stem Cells/metabolism , Neovascularization, Pathologic/metabolism , Animals , Cell Line, Tumor , Fibroblasts/metabolism , Fibroblasts/pathology , Ischemia/metabolism , Ischemia/pathology , Ischemia/therapy , Mammary Neoplasms, Animal/pathology , Mesenchymal Stem Cells/pathology , Mice , Neoplasm Transplantation , Neoplastic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , Neovascularization, Pathologic/pathology , Rats , Stromal Cells/metabolism , Stromal Cells/pathology , Transcription, Genetic , Transplantation, Isogeneic
11.
Magn Reson Med ; 46(5): 879-83, 2001 Nov.
Article in English | MEDLINE | ID: mdl-11675638

ABSTRACT

Parametric mapping of polyunsaturated fatty acids (PUFA) distribution in adipose tissues was obtained by (1)H chemical shift imaging (CSI). A matrix of spectra, acquired with a CSI sequence having two spatial and one spectroscopic dimension, was processed with ad hoc algorithms. The protocol was applied to phantoms containing different lipids in which the degree of polyunsaturation was determined by high-resolution nuclear magnetic resonance (NMR). High correlation (R(2) = 0.998) between degrees of polyunsaturation given by our protocol and that measured by high-resolution NMR was found. The thoracic region of rats was also examined. Parametric maps of the polyunsaturation degree were obtained for the brown adipose tissue and the white axillary fat: the first deposit was found more polyunsaturated than the second. Finally, in vivo mapping of the inguinal region of the rat was produced that allowed us to individuate PUFA-rich areas in adipose tissue. This work demonstrates the feasibility of PUFA imaging in vivo.


Subject(s)
Adipose Tissue/metabolism , Fatty Acids, Unsaturated/metabolism , Magnetic Resonance Imaging/methods , Adipose Tissue, Brown/metabolism , Algorithms , Animals , Humans , Phantoms, Imaging , Rats , Rats, Sprague-Dawley
12.
Radiology ; 220(2): 413-9, 2001 Aug.
Article in English | MEDLINE | ID: mdl-11477245

ABSTRACT

PURPOSE: To evaluate whether the vascular system resulting from an arterial lesion shows differences in permeability to a tracer with respect to the normal vascular system and whether eventual differences are maintained for long periods. MATERIALS AND METHODS: Permanent ischemia was induced in rats with femoral arterial removal, and magnetic resonance (MR) imaging was performed after 1, 7, 14, and 90 days. Gadopentetate dimeglumine was injected, and the kinetics of its penetration in the leg were studied. Phosphorus 31 spectroscopy was performed to determine the bioenergetic characteristics of the gastrocnemius muscle at rest and stimulation. Ischemic muscles were then processed for electron microscopy. RESULTS: After ischemia induction, a hyperintense area that progressively decreased was present on T2-weighted images. Gadopentetate dimeglumine improved the signal intensity of the area. Three months after arterial occlusion, the contrast-enhanced images still showed microvessels highly permeable to the tracers. Spectroscopic data revealed that 3 months after arterial removal, the bioenergetic reserve of the gastrocnemius muscle was reduced, suggesting that the contrast-enhanced MR imaging-visible area is functionally relevant. Ultrastructural examination revealed persistent muscle damage and signs of chronic microangiopathy. CONCLUSION: After ischemia induction, the restitutio ad integrum is not complete, and delayed muscle injuries can result from arterial insufficiency.


Subject(s)
Arteries/pathology , Ischemia/diagnosis , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Muscles/blood supply , Animals , Contrast Media , Gadolinium DTPA , Ischemia/pathology , Leg/blood supply , Male , Muscle, Skeletal/blood supply , Muscles/pathology , Phosphorus Radioisotopes , Rats , Rats, Wistar
13.
Phys Med Biol ; 42(11): 2159-74, 1997 Nov.
Article in English | MEDLINE | ID: mdl-9394404

ABSTRACT

This paper presents an automatic method to obtain tissue complex permittivity values to be used as input data in the computer modelling for hyperthermia treatment planning. Magnetic resonance (MR) images were acquired and the tissue water content was calculated from the signal intensity of the image pixels. The tissue water content was converted into complex permittivity values by monotonic functions based on mixture theory. To obtain a water content map by MR imaging a gradient-echo pulse sequence was used and an experimental procedure was set up to correct for relaxation and radiofrequency field inhomogeneity effects on signal intensity. Two approaches were followed to assign the permittivity values to fat-rich tissues: (i) fat-rich tissue localization by a segmentation procedure followed by assignment of tabulated permittivity values; (ii) water content evaluation by chemical shift imaging followed by permittivity calculation. Tests were performed on phantoms of known water content to establish the reliability of the proposed method. MRI data were acquired and processed pixel-by-pixel according to the outlined procedure. The signal intensity in the phantom images correlated well with water content. Experiments were performed on volunteers' healthy tissue. In particular two anatomical structures were chosen to calculate permittivity maps: the head and the thigh. The water content and electric permittivity values were obtained from the MRI data and compared to others in the literature. A good agreement was found for muscle, cerebrospinal fluid (CSF) and white and grey matter. The advantages of the reported method are discussed in the light of possible application in hyperthermia treatment planning.


Subject(s)
Hyperthermia, Induced/methods , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Brain/diagnostic imaging , Brain/metabolism , Fats/metabolism , Female , Humans , Models, Biological , Organ Specificity , Phantoms, Imaging , Radionuclide Imaging , Thigh/diagnostic imaging , Water/metabolism
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