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1.
Cancer Radiother ; 24(6-7): 628-634, 2020 Oct.
Article in French | MEDLINE | ID: mdl-32861609

ABSTRACT

Multimodal imaging has become a standard for planning radiation therapy via magnetic resonance imaging (MRI) or positron emission tomography (PET) in many cancers. However, its use is now old, and its impact has not been much discussed in light of technological improvements in imaging and advances in radiotherapy. However, in 20 years, the exclusive functional imaging has been replaced by hybrid imaging (functional and anatomical) with successive improvements (flight time, detector modifications, digitisation, etc.) have enabled us to go from centimetric resolution to the current 3 to 4mm resolution. This article will specifically review PET technology, its latest advances and the potential impact on radiotherapy, particularly head and neck cancers.


Subject(s)
Neoplasms/radiotherapy , Positron-Emission Tomography/methods , Radiotherapy, Computer-Assisted , Head and Neck Neoplasms/radiotherapy , Humans
2.
Cancer Radiother ; 24(5): 358-361, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32278652

ABSTRACT

Among the available imaging techniques, functional imaging provided by nuclear medicine departments represents a tool of choice for the oncoradiotherapist for targeting tumour activity, with positron emission tomography as the main modality. Before, during or after radiotherapy, functional imaging helps guide the oncoradiotherapist in making decisions and in the strategic choice of pathology management. Setting up a working group to ensure perfect coordination at all levels is the first step. Key points for a common and coordinated management between the two departments are the definition of an organizational logistic, training of personnel at every levels, standardization of nomenclatures, the choice of adapted and common equipment, implementation of regulatory controls, and research/clinical routine continuum. The availability of functional examinations dedicated to radiotherapy in clinical routine is possible and requires a convergence of teams and a pooling of tools and techniques.


Subject(s)
Neoplasms/radiotherapy , Nuclear Medicine/organization & administration , Positron Emission Tomography Computed Tomography , Radiation Oncology/organization & administration , Radiology Department, Hospital/organization & administration , Radiotherapy, Image-Guided/methods , Appointments and Schedules , Humans , Interdisciplinary Communication , Neoplasms/diagnostic imaging , Radiation Oncology/instrumentation , Staff Development , Terminology as Topic
3.
Mol Imaging Biol ; 22(3): 764-771, 2020 06.
Article in English | MEDLINE | ID: mdl-31432388

ABSTRACT

PURPOSE: The high rates of failure in the radiotherapy target volume suggest that patients with stage II or III non-small-cell lung cancer (NSCLC) should receive an increased total dose of radiotherapy. 2-Deoxy-2-[18F]fluoro-D-glucose ([18F]FDG) and [18F]fluoromisonidazole ([18F]FMISO) (hypoxia) uptake on pre-radiotherapy positron emission tomography (PET)/X-ray computed tomography (CT) have been independently reported to identify intratumor subvolumes at higher risk of relapse after radiotherapy. We have compared the [18F]FDG and [18F]FMISO volumes defined by PET/CT in NSCLC patients included in a prospective study. PROCEDURES: Thirty-four patients with non-resectable lung cancer underwent [18F]FDG and [18F]FMISO PET/CT before (pre-RT) and during radiotherapy (around 42 Gy, per-RT). The criteria were to delineate 40 % and 90 % SUVmax thresholds on [18F]FDG PET/CT (metabolic volumes), and SUV > 1.4 on pre-RT [18F]FMISO PET/CT (hypoxic volume). The functional volumes were delineated within the tumor volume as defined on co-registered CTs. RESULTS: The mean pre-RT and per-RT [18F]FDG volumes were not statistically different (30.4 cc vs 22.2; P = 0.12). The mean pre-RT SUVmax [18F]FDG was higher than per-RT SUVmax (12.7 vs 6.5; P < 0.0001). The mean [18F]FMISO SUVmax and volumes were 2.7 and 1.37 cc, respectively. Volume-based analysis showed good overlap between [18F]FDG and [18F]FMISO for all methods of segmentation but a poor correlation for Jaccard or Dice Indices (DI). The DI maximum was 0.45 for a threshold at 40 or 50 %. CONCLUSION: The correlation between [18F]FDG and [18F]FMISO uptake is low in NSCLC, making it possible to envisage different management strategies as the studies in progress show.


Subject(s)
Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Cell Hypoxia/physiology , Lung Neoplasms/diagnostic imaging , Positron Emission Tomography Computed Tomography/methods , Adult , Aged , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/radiotherapy , Female , Fluorodeoxyglucose F18/chemistry , Fluorodeoxyglucose F18/pharmacokinetics , Humans , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Lung Neoplasms/radiotherapy , Male , Middle Aged , Misonidazole/analogs & derivatives , Misonidazole/chemistry , Misonidazole/pharmacokinetics , Prospective Studies , Radiopharmaceuticals/chemistry , Radiopharmaceuticals/pharmacokinetics , Tumor Burden
4.
Cancer Radiother ; 23(6-7): 745-752, 2019 Oct.
Article in French | MEDLINE | ID: mdl-31439430

ABSTRACT

PET/CT has become a standard examination in oncology but is probably still underused for radiotherapy planning. However, except for the clinical research data that shows the interest of this examination in considering personalized and adaptive radiotherapy, it is also important in defining target volumes. However, before using it in clinical practice, a few prerequisites are required to know the acquisition and segmentation methods. Ideally, PET/CT should become a standard examination for radiotherapy departments in the same way as planning CT and tomorrow as MRI.


Subject(s)
Neoplasms/diagnostic imaging , Neoplasms/radiotherapy , Positron Emission Tomography Computed Tomography/methods , Radiation Oncologists , Radiotherapy Planning, Computer-Assisted/methods , Humans , Patient Selection , Precision Medicine , Treatment Outcome
5.
Radiat Oncol ; 13(1): 219, 2018 Nov 12.
Article in English | MEDLINE | ID: mdl-30419929

ABSTRACT

OBJECTIVES: To propose an easily applicable segmentation method (perPET-RT) for delineation of tumour volume during radiotherapy on interim fluorine 18 fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) in patients with non-small cell lung cancer (NSCLC). MATERIAL AND METHODS: Sixty-seven patients (51 primary tumours, 60 lymph nodes), from 4 prospective studies, underwent an FDG PET/CT scan during the fifth week of radiation therapy, using different generations of PET/CT. Per-therapeutic PET/CT scans were delineated in consensus by two experienced physicians leading to the gold standard threshold to be applied. The mathematical expression of Thopt, the optimal threshold to be applied as a function of the maximum standard uptake value (SUVmax), was determined. The performance of this method (perPET-RT) was assessed by computing the DICE similarity coefficient (DSC) and was compared with 8 fixed threshold values and 3 adaptive thresholding methods. RESULTS: Thopt verified the following expression: Thopt = A.ln(1/SUVmax) + B where A and B were 2 constants. A and B were independent from the generation of PET/CT, but depended on the type of lesions (primary lung tumours vs. lymph nodes). PerPET-RT showed good to very good agreement in comparison to the gold standard. The mean and standard deviation of DSC value was 0.81 ± 0.13 for lung lesions and 0.78 ± 0.15 for lymph nodes. PerPET-RT showed a significant better agreement than the other segmentation methods (p < 0.001), except for one of the adaptive thresholding method ADT (p = 0.11). CONCLUSION: On the database used, perPET-RT has proven its reliability and accuracy for tumour delineation on per-therapeutic FDG PET/CT using only SUVmax measurement. This method may be used to delineate tumour volume for dose-escalation planning. TRIAL REGISTRATION: NCT01261598 , NCT01261585 , NCT01576796 .


Subject(s)
Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Lung Neoplasms/diagnostic imaging , Positron Emission Tomography Computed Tomography/methods , Radiotherapy Planning, Computer-Assisted/methods , Adult , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/radiotherapy , Clinical Trials as Topic , Female , Fluorodeoxyglucose F18 , Humans , Image Interpretation, Computer-Assisted/methods , Lung Neoplasms/radiotherapy , Male , Middle Aged
6.
Cancer Radiother ; 20(6-7): 699-704, 2016 Oct.
Article in French | MEDLINE | ID: mdl-27614514

ABSTRACT

Functional imaging with positron emission tomography (PET) is interesting to optimize lung radiotherapy planning, and probably to deliver a heterogeneous dose or adapt the radiation dose during treatment. Only fluorodeoxyglucose (FDG) PET-computed tomography (CT) is validated for staging lung cancer and planning radiotherapy. The optimal segmentation methods remain to be defined as well as the interest of "dose painting" from pre-treatment PET (metabolism: FDG) or hypoxia (fluoromisonidazole: FMISO) and the interest of replanning based on pertherapeutic PET.


Subject(s)
Lung Neoplasms/radiotherapy , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted , Fluorodeoxyglucose F18 , Humans , Multimodal Imaging , Positron-Emission Tomography , Radiopharmaceuticals , Tomography, X-Ray Computed
7.
Comput Methods Programs Biomed ; 118(1): 84-93, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25459525

ABSTRACT

In PET/CT thoracic imaging, respiratory motion reduces image quality. A solution consists in performing respiratory gated PET acquisitions. The aim of this study was to generate clinically realistic Monte-Carlo respiratory PET data, obtained using the 4D-NCAT numerical phantom and the GATE simulation tool, to assess the impact of respiratory motion and respiratory-motion compensation in PET on lesion detection and volume measurement. To obtain reconstructed images as close as possible to those obtained in clinical conditions, a particular attention was paid to apply to the simulated data the same correction and reconstruction processes as those applied to real clinical data. The simulations required 140,000h (CPU) generating 1.5 To of data (98 respiratory gated and 49 ungated scans). Calibration phantom and patient reconstructed images from the simulated data were visually and quantitatively very similar to those obtained in clinical studies. The lesion detectability was higher when the better trade-off between lesion movement limitation (compared to ungated acquisitions) and image statistic preservation is considered (respiratory cycle sampling in 3 frames). We then compared the lesion volumes measured on conventional PET acquisitions versus respiratory gated acquisitions, using an automatic segmentation method and a 40%-threshold approach. A time consuming initial manual exclusion of noisy structures needed with the 40%-threshold was not necessary when the automatic method was used. The lesion detectability along with the accuracy of tumor volume estimates was largely improved with the gated compared to ungated PET images.


Subject(s)
Lung Neoplasms/diagnostic imaging , Positron-Emission Tomography/methods , Algorithms , Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Carcinoma, Non-Small-Cell Lung/radiotherapy , Computer Simulation , Fluorodeoxyglucose F18 , Humans , Image Interpretation, Computer-Assisted , Imaging, Three-Dimensional , Lung Neoplasms/radiotherapy , Monte Carlo Method , Phantoms, Imaging , Positron-Emission Tomography/statistics & numerical data , Radiopharmaceuticals , Radiotherapy Planning, Computer-Assisted , Respiratory Mechanics
8.
Q J Nucl Med Mol Imaging ; 55(3): 324-33, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21532544

ABSTRACT

AIM: We assessed in this study the influence of contrast-enhanced CT (ceCT) on PET/CT interpretation and PET/CT on ceCT interpretation in patients with lymphoma, before and after chemotherapy. METHODS: Fifty patients with Hodgkin disease (N.=17) or non-Hodgkin lymphomas (N.=33) were assessed before and after chemotherapy. PET/CT were performed 60 minutes after injection of FDG. Iopamidol was then injected and followed, 50 seconds later, by another CT. PET images were successively reconstructed using non-enhanced CT (PET-) and ceCT (PET+). Four nuclear physicians rated PET- and PET+ in random order. Three radiologists initially rated ceCT alone and then ceCT along with PET+. RESULTS: Before chemotherapy, global agreement (GA) was 99% (k=0.96) when PET- was compared to PET+. Nine (5%) lesions were discordant, 5 according to PET- and 4 to PET+. After chemotherapy, GA was 99% (k=0.91). Eight (15%) lesions were discordant, 3 according to PET- and 5 to PET+. Before chemotherapy, GA was 97% (k=0.91) when ceCT was compared to ceCT with PET+. Twenty-one (12%) lesions were discordant, 16 when ceCT were analyzed alone and 5 when ceCT was analyzed with PET+. After chemotherapy, GA was 95% (k=0.76). All 30 (35%) discordant lesions were positive according to ceCT alone. A significant difference between the 2 procedures was found in the pelvis and in the groin (P<0.05). CONCLUSION: PET+ did not differ from PET-, before and after chemotherapy. Fewer abnormalities were observed, when ceCT was analyzed with PET+, particularly after chemotherapy, due to residual masses that are better analyzed with functional imaging.


Subject(s)
Lymphoma/diagnostic imaging , Adult , Aged , Contrast Media , Female , Hodgkin Disease/diagnostic imaging , Hodgkin Disease/drug therapy , Humans , Lymphoma/drug therapy , Lymphoma, Non-Hodgkin/diagnostic imaging , Lymphoma, Non-Hodgkin/drug therapy , Male , Middle Aged , Nuclear Medicine , Observer Variation , Positron-Emission Tomography , Radiographic Image Interpretation, Computer-Assisted , Radiology , Tomography, X-Ray Computed
9.
Phys Med Biol ; 54(22): 6901-16, 2009 Nov 21.
Article in English | MEDLINE | ID: mdl-19864698

ABSTRACT

An iterative generic algorithm has been developed to compare three thresholding models used to delineate gross tumour volume on (18)F-FDG PET images. 3D volume was extracted and characteristic parameters were measured. Three fitting models using different parameters were studied: model 1 (volume, contrast), model 2 (contrast) and model 3 (SUV). The calibration was performed using a cylindrical phantom filled with hot spheres. To validate the models, two other phantoms were used. The calibration procedure showed a better fitting model for model 1 (R(2) from 0.94 to 1.00) than for model 3 (0.95) and model 2 (0.69). The validation study shows that model 3 yielded large volume measurement errors. Models 1 and 2 gave close results with no significant differences. Model 2 was preferred because it presents less error dispersion and needs fewer characteristic parameters, making it easier to implement. Our results show the importance of developing a generic algorithm to compare the performances of fitting models objectively and to validate results on other phantoms than the ones used during the calibration process to avoid methodological biases.


Subject(s)
Algorithms , Fluorodeoxyglucose F18 , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Models, Biological , Neoplasms/diagnostic imaging , Positron-Emission Tomography/methods , Artificial Intelligence , Computer Simulation , Differential Threshold , Humans , Pattern Recognition, Automated/methods , Phantoms, Imaging , Radiopharmaceuticals , Reproducibility of Results , Sensitivity and Specificity
10.
Med Phys ; 35(9): 3922-34, 2008 Sep.
Article in English | MEDLINE | ID: mdl-18841843

ABSTRACT

The authors have developed a simple phantom and dedicated software for the quality assessment of positron emission tomography (PET) scanners. The phantom is a parallelepiped box filled with a relatively low activity 18FDG solution and in which simple test objects are placed. Various image quality parameters are checked, including signal-to-noise ratio, image uniformity, slice thickness, slice sensitivity profile, spatial resolution, and dose calibration accuracy. Automatic image analysis consists in detecting surfaces and objects, defining regions of interest, acquiring reference point coordinates, and establishing gray-scale profiles. The total time needed for quality assessment (preparation and image acquisition) is less than 15 min with 37 MBq (1 mCi) 18FDG. The system's ease of use encourages frequent image quality assessment-for example, the comparison of PET scanners in interdepartment studies and the monitoring and evaluation of possible drifts over time. By way of an example, the authors present weekly quality assessment results obtained over up to 7 months at four PET facilities.


Subject(s)
Phantoms, Imaging , Fluorodeoxyglucose F18 , Image Processing, Computer-Assisted , Positron-Emission Tomography/methods , Radiopharmaceuticals
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