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1.
Cancer Imaging ; 23(1): 12, 2023 Jan 25.
Article En | MEDLINE | ID: mdl-36698217

PURPOSE: Metastatic bone disease (MBD) is the most common form of metastases, most frequently deriving from prostate cancer. MBD is screened with bone scintigraphy (BS), which have high sensitivity but low specificity for the diagnosis of MBD, often requiring further investigations. Deep learning (DL) - a machine learning technique designed to mimic human neuronal interactions- has shown promise in the field of medical imaging analysis for different purposes, including segmentation and classification of lesions. In this study, we aim to develop a DL algorithm that can classify areas of increased uptake on bone scintigraphy scans. METHODS: We collected 2365 BS from three European medical centres. The model was trained and validated on 1203 and 164 BS scans respectively. Furthermore we evaluated its performance on an external testing set composed of 998 BS scans. We further aimed to enhance the explainability of our developed algorithm, using activation maps. We compared the performance of our algorithm to that of 6 nuclear medicine physicians. RESULTS: The developed DL based algorithm is able to detect MBD on BSs, with high specificity and sensitivity (0.80 and 0.82 respectively on the external test set), in a shorter time compared to the nuclear medicine physicians (2.5 min for AI and 30 min for nuclear medicine physicians to classify 134 BSs). Further prospective validation is required before the algorithm can be used in the clinic.


Bone Neoplasms , Deep Learning , Male , Humans , Bone Neoplasms/diagnostic imaging , Bone Neoplasms/secondary , Radionuclide Imaging , Machine Learning , Algorithms
2.
Mol Imaging Radionucl Ther ; 31(1): 7-15, 2022 Feb 02.
Article En | MEDLINE | ID: mdl-35114746

OBJECTIVES: This study aimed to introduce an improved deconvolution technique for Tc-99m-mercaptoacetyltriglycine renograms based on the combination of a sparse Legendre polynomial representation and the Moore-Penrose inversion matrix (LG). This method reduces the effect of noise on the measurement of renal retention function transit time (TT). METHODS: The stability and accuracy of the proposed method were tested using a renal database containing Monte Carlo-simulated studies and real adult patient data. Two clinical parameters, namely, split function (SF) and mean TT (meanTT), obtained with LG were compared with values calculated with the established method that combines matrix deconvolution and a three-point linear smoothing (F121) as recommended by the 2008 International Scientific Committee of Radionuclides in Nephrourology consensus on renal TT measurements. RESULTS: For simulated data, the root mean square error (RMSE) between the theoretical non-noisy renal retention curve (RRC) and the results of the deconvolution methods applied to the noisy RRC were up to two times lower with LG (p<0.001). The RMSE of the reconvoluted renogram and the theoretical one was also lower for LG (p<0.001) and showed better preservation of the original signal. The SF was neither improved nor degraded by the proposed method. For patient data, no statistically significant difference was found between the SF for the LG method compared with the database values, and the meanTT better agreed with the physician's diagnosis than the matrix or clinical software (Hermes) outputs. A visual improvement of the RRC was also observed. CONCLUSION: By combining the sparse Legendre representation of the renogram curves and the Moore-Penrose matrix inverse techniques, we obtained improved noise reduction in the deconvoluted data, leading to better elimination of non-physiological signals -as negative values- and the avoidance of the smear effect of conventional smoothing on the vascular peak, which both influenced the meanTT measurement.

3.
Int J Radiat Oncol Biol Phys ; 107(4): 652-661, 2020 07 15.
Article En | MEDLINE | ID: mdl-32294522

PURPOSE: This prospective, nonrandomized, interventional phase 1-2 study investigated the individualization of elective node irradiation in clinically N0 head and neck squamous cell carcinoma by sentinel lymph node (SLN) mapping with single-photon emission computed tomography/computed tomography (SPECT/CT) and its impact on tumor control and radiation-related toxicity. METHODS AND MATERIALS: Forty-four patients with clinically N0 head and neck squamous cell carcinoma treated with definitive (chemo-)radiation therapy were imaged with SPECT/CT after 99mTc nanocolloid injection around the tumor. The neck levels containing up to the 4 hottest SLNs were selected for prophylactic irradiation. A comparative virtual planning was performed with the selection of neck levels based on the current international guidelines. Regional control was monitored as a function of the selected volume. Dosimetric data for the organs at risk were compared between the plans. Normal tissue complication probability (NTCP) rates were derived for xerostomia, dysphagia, and hypothyroidism to predict the clinical benefit and correlated to quality-of-life (QoL) assessments at 6 months. RESULTS: Sixteen percent of patients presented unpredicted lymphatic drainage, and 48% drained unilaterally. The nodal clinical target volume based on lymphoscintigraphy was smaller than the nodal clinical target volume based on international guidelines by a factor of 2 (P < .0001). After a median follow-up of 46 months, only 1 patient experienced a regional relapse in a nonirradiated area. Significant median dose reductions to organs at risk were observed, particularly to contralateral salivary glands in patients with unilateral drainage (14.6-28.1 Gy) and to the thyroid gland in all patients (22.4-48.9 Gy). Median NTCP reductions were observed for xerostomia (0.3% to 13.7%), dysphagia (1.7% to 10.8%), and hypothyroidism (14.0% to 36.1%). QoL at 6 months was improved, particularly in patients irradiated unilaterally. CONCLUSIONS: Neck SLN mapping with SPECT/CT individualizes and reduces the elective nodal target volumes without compromising the regional control. The NTCP rates were reduced and favorable QoL were observed in all patients, particularly in the case of unilateral irradiation.


Head and Neck Neoplasms/radiotherapy , Neck/radiation effects , Sentinel Lymph Node/radiation effects , Adult , Aged , Aged, 80 and over , Endpoint Determination , Female , Head and Neck Neoplasms/pathology , Humans , Male , Middle Aged , Prospective Studies , Single Photon Emission Computed Tomography Computed Tomography
4.
Strahlenther Onkol ; 193(10): 812-822, 2017 Oct.
Article En | MEDLINE | ID: mdl-28733723

AIM: The aim of the study was to assess the feasibility of an individualized 18F fluorodeoxyglucose positron emission tomography (FDG-PET)-guided dose escalation boost in non-small cell lung cancer (NSCLC) patients and to assess its impact on local tumor control and toxicity. PATIENTS AND METHODS: A total of 13 patients with stage II-III NSCLC were enrolled to receive a dose of 62.5 Gy in 25 fractions to the CT-based planning target volume (PTV; primary turmor and affected lymph nodes). The fraction dose was increased within the individual PET-based PTV (PTVPET) using intensity modulated radiotherapy (IMRT) with a simultaneous integrated boost (SIB) until the predefined organ-at-risk (OAR) threshold was reached. Tumor response was assessed during follow-up by means of repeat FDG-PET/computed tomography. Acute and late toxicity were recorded and classified according to the CTCAE criteria (Version 4.0). Local progression-free survival was determined using the Kaplan-Meier method. RESULTS: The average dose to PTVPET reached 89.17 Gy for peripheral and 75 Gy for central tumors. After a median follow-up period of 29 months, seven patients were still alive, while six had died (four due to distant progression, two due to grade 5 toxicity). Local progression was seen in two patients in association with further recurrences. One and 2-year local progression free survival rates were 76.9% and 52.8%, respectively. Three cases of acute grade 3 esophagitis were seen. Two patients with central tumors developed late toxicity and died due to severe hemoptysis. CONCLUSION: These results suggest that a non-uniform and individualized dose escalation based on FDG-PET in IMRT delivery is feasible. The doses reached were higher in patients with peripheral compared to central tumors. This strategy enables good local control to be achieved at acceptable toxicity rates. However, dose escalation in centrally located tumors with direct invasion of mediastinal organs must be performed with great caution in order to avoid severe late toxicity.


Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Carcinoma, Non-Small-Cell Lung/radiotherapy , Fluorodeoxyglucose F18 , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/radiotherapy , Positron-Emission Tomography/methods , Aged , Dose Fractionation, Radiation , Dose-Response Relationship, Radiation , Feasibility Studies , Female , Humans , Male , Middle Aged , Patient-Centered Care/methods , Radiopharmaceuticals , Radiotherapy Planning, Computer-Assisted/methods , Radiotherapy, Image-Guided/methods , Treatment Outcome
5.
Acta Oncol ; 56(9): 1181-1188, 2017 Sep.
Article En | MEDLINE | ID: mdl-28537761

BACKGROUND: PET-guided dose painting (DP) aims to target radioresistant tumour regions in order to improve radiotherapy (RT) outcome. Besides the well-known [18F]fluorodeoxyglucose (FDG), the hypoxia positron emission tomography (PET) tracer [18F]fluoroazomycin arabinoside (FAZA) could provide further useful information to guide the radiation dose prescription. In this study, we compare the spatial distributions of FDG and FAZA PET uptakes in lung tumours. MATERIAL AND METHODS: Fourteen patients with unresectable lung cancer underwent FDG and FAZA 4D-PET/CT on consecutive days at three time-points: prior to RT (pre), and during the second (w2), and the third (w3) weeks of RT. All PET/CT were reconstructed in their time-averaged midposition (MidP). The metabolic tumour volume (MTV: FDG standardised uptake value (SUV) > 50% SUVmax), and the hypoxic volume (HV: FAZA SUV > 1.4) were delineated within the gross tumour volume (GTVCT). FDG and FAZA intratumoral PET uptake distributions were subsequently pairwise compared, using both volume-, and voxel-based analyses. RESULTS: Volume-based analysis showed large overlap between MTV and HV: median overlapping fraction was 0.90, 0.94 and 0.94, at the pre, w2 and w3 time-points, respectively. Voxel-wise analysis between FDG and FAZA intratumoral PET uptake distributions showed high correlation: median Spearman's rank correlation coefficient was 0.76, 0.77 and 0.76, at the pre, w2 and w3 time-points, respectively. Interestingly, tumours with high FAZA uptake tended to show more similarity between FDG and FAZA intratumoral uptake distributions than those with low FAZA uptake. CONCLUSIONS: In unresectable lung carcinomas, FDG and FAZA PET uptake distributions displayed unexpectedly strong similarity, despite the distinct pathways targeted by these tracers. Hypoxia PET with FAZA brought very little added value over FDG from the perspective of DP in this population.


Adenocarcinoma/metabolism , Carcinoma, Squamous Cell/metabolism , Fluorodeoxyglucose F18/metabolism , Lung Neoplasms/metabolism , Nitroimidazoles/metabolism , Radiopharmaceuticals/metabolism , Small Cell Lung Carcinoma/metabolism , Adenocarcinoma/diagnostic imaging , Adenocarcinoma/pathology , Adenocarcinoma/radiotherapy , Aged , Carcinoma, Squamous Cell/diagnostic imaging , Carcinoma, Squamous Cell/pathology , Carcinoma, Squamous Cell/radiotherapy , Female , Humans , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/pathology , Lung Neoplasms/radiotherapy , Male , Middle Aged , Positron Emission Tomography Computed Tomography , Prognosis , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted , Small Cell Lung Carcinoma/diagnostic imaging , Small Cell Lung Carcinoma/pathology , Small Cell Lung Carcinoma/radiotherapy
6.
Acta Oncol ; 56(4): 516-524, 2017 Apr.
Article En | MEDLINE | ID: mdl-28358668

BACKGROUND: Dose painting (DP) aims to improve radiation therapy (RT) outcome by targeting radioresistant tumour regions identified through functional imaging, e.g., positron emission tomography (PET). Importantly, the expected benefit of DP relies on the ability of PET imaging to identify tumour areas which could be consistently targeted throughout the treatment. In this study, we analysed the spatial stability of two potential DP targets in lung cancer patients undergoing RT: the tumour burden surrogate [18F]fluorodeoxyglucose (FDG) and the hypoxia surrogate [18F]fluoroazomycin arabinoside (FAZA). MATERIALS AND METHODS: Thirteen patients with unresectable lung tumours underwent FDG and FAZA 4D-PET/CT before (pre), and during the second (w2) and third (w3) weeks of RT. All PET/CT were reconstructed in their time-averaged midposition (MidP) for further analysis. The metabolic tumour volume (MTV: FDG standardised uptake value (SUV) > 50% SUVmax) and the hypoxic volume (HV: FAZA SUV >1.4) were delineated within the gross tumour volume (GTVCT). The stability of FDG and FAZA PET uptake distributions during RT was subsequently assessed through volume-overlap analysis and voxel-based correlation analysis. RESULTS: The volume-overlap analysis yielded median overlapping fraction (OF) of 0.86 between MTVpre and MTVw2 and 0.82 between MTVpre and MTVw3. In patients with a detectable HV, median OF was 0.82 between HVpre and HVw2 and 0.90 between HVpre and HVw3. The voxel-based correlation analysis yielded median Spearman's correlation coefficient (rS) of 0.87 between FDGpre and FDGw2 and 0.83 between FDGpre and FDGw3. Median rS was 0.78 between FAZApre and FAZAw2 and 0.79 between FAZApre and FAZAw3. CONCLUSIONS: FDG and FAZA PET uptake distributions were spatially stable during the 3 first weeks of RT in patients with unresectable lung cancer, both based on volume- and voxel-based indicators. This might allow for a consistent targeting of high FDG or FAZA PET uptake regions as part of a DP strategy.


Fluorodeoxyglucose F18/pharmacokinetics , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/radiotherapy , Nitroimidazoles/pharmacokinetics , Radiopharmaceuticals/pharmacokinetics , Aged , Female , Humans , Image Interpretation, Computer-Assisted , Male , Middle Aged , Positron Emission Tomography Computed Tomography , Radiotherapy/methods , Radiotherapy Dosage
7.
EJNMMI Res ; 6(1): 29, 2016 Dec.
Article En | MEDLINE | ID: mdl-27009066

BACKGROUND: αVß3-integrin is expressed by activated endothelial cells and macrophages in atherosclerotic plaques and may represent a valuable marker of high-risk plaques. We evaluated (99m)Tc-maraciclatide, an integrin-specific tracer, for imaging vascular inflammation in atherosclerotic lesions in mice. METHODS: Apolipoprotein E-negative (ApoE(-/-)) mice on a Western diet (n = 10) and normally fed adult C57BL/6 control mice (n = 4) were injected with (99m)Tc-maraciclatide (51.8 ± 3.7 MBq). A blocking peptide was infused in three ApoE(-/-) mice; this condition served as another control. After 90 min, the animals were imaged via single-photon emission computed tomography (SPECT). While maintained in the same position, the mice were transferred to computed tomography (CT) to obtain contrast-enhanced images of the aortic arch. Images from both modalities were fused, and signal was quantified in the aortic arch and in the vena cava for subtraction of blood-pool activity. The aorta was carefully dissected after imaging for gamma counting, autoradiography, and histology. RESULTS: Tracer uptake was significantly higher in ApoE(-/-) mice than in both groups of control mice (1.56 ± 0.33 vs. 0.82 ± 0.24 vs. 0.98 ± 0.11, respectively; P = 0.006). Furthermore, higher tracer activity was detected via gamma counting in the aorta of hypercholesterolemic mice than in both groups of control mice (1.52 ± 0.43 vs. 0.78 ± 0.19 vs. 0.47 ± 0.31 (99m)Tc-maraciclatide %ID/g, respectively; P = 0.018). Autoradiography showed significantly higher tracer uptake in the atherosclerotic aorta than in the control aorta (P = 0.026). Finally, in the atherosclerotic aorta, immunostaining indicated that the integrin signal came predominantly from macrophages and was correlated with the macrophage CD68 immunomarker (r = 0.73). CONCLUSIONS: (99m)Tc-maraciclatide allows in vivo detection of inflamed atherosclerotic plaques in mice and may represent a non-invasive approach for identifying high-risk plaques in patients.

8.
Acta Oncol ; 55(2): 217-25, 2016.
Article En | MEDLINE | ID: mdl-26079436

OBJECTIVE: To develop a methodology for using FDG PET/CT in adaptive dose painting by numbers (DPBN) in head and neck squamous cell carcinoma (HNSCC) patients. Issues related to noise in PET and treatment robustness against geometric errors are addressed. METHODS: Five patients with locally advanced HNSCC scheduled for chemo-radiotherapy were imaged with FDG-PET/CT at baseline and 2-3 times during radiotherapy (RT). The GTVPET was segmented with a gradient-based method. A double median filter reduces the impact of noise in the PET uptake-to-dose conversion. Filtered FDG uptake values were linearly converted into a voxel-by-voxel prescription from 70 (median uptake) to 86 Gy (highest uptake). A PTVPET was obtained by applying a dilation of 2.5 mm to the entire prescription. Seven iso-uptake thresholds led to seven sub-levels compatible with the Tomotherapy HiArt(®) Treatment Planning System. Planning aimed to deliver a median dose of 56 Gy and 70 Gy in 35 fractions on the elective and therapeutic PTVs, respectively. Plan quality was assessed with quality volume histogram (QVH). At each time point, plans were generated with a total of 3-4 plans for each patient. Deformable image registration was used for automatic contour propagation and dose summation of the 3 or 4 treatment plans (MIMvista(®)). RESULTS: GTVPET segmentations were performed successfully until week 2 of RT but failed in two patients at week 3. QVH analysis showed high conformity for all plans (mean VQ = 0.95 93%; mean VQ = 1.05 3.9%; mean QF 2.2%). Good OAR sparing was achieved while keeping high plan quality. CONCLUSION: Our results show that adaptive FDG-PET-based escalated dose painting in patients with locally advanced HNSCC is feasible while respecting strict dose constraints to organs at risk. Clinical studies must be conducted to evaluate toxicities and tumor response of such a strategy.


Carcinoma, Squamous Cell/pathology , Head and Neck Neoplasms/pathology , Positron-Emission Tomography/methods , Radiotherapy, Intensity-Modulated/methods , Aged , Carcinoma, Squamous Cell/radiotherapy , Fluorodeoxyglucose F18 , Head and Neck Neoplasms/radiotherapy , Humans , Imaging, Three-Dimensional , Middle Aged , Radiopharmaceuticals , Radiotherapy Dosage
9.
Radiol Oncol ; 49(1): 17-25, 2015 Mar.
Article En | MEDLINE | ID: mdl-25810697

BACKGROUND: Cetuximab, a monoclonal antibody targeting the Epidermal Growth Factor Receptor (EGFR), has demonstrated activity in various tumor types. Using dynamic contrast-enhanced computed tomography (DCE-CT), we investigated the early activity of cetuximab monotherapy in previously untreated patients with squamous cell carcinoma of the head and neck (SCCHN). METHODS: Treatment-naïve patients with SCCHN received cetuximab for 2 weeks before curative surgery. Treatment activity was evaluated by DCE-CT at baseline and before surgery. Tumor vascular and interstitial characteristics were evaluated using the Brix two-compartment kinetic model. Modifications of the perfusion parameters (blood flow Fp, extravascular space ve, vascular space vp, and transfer constant PS) were assessed between both time points. DCE data were compared to FDG-PET and histopathological examination obtained simultaneously. Plasmatic vascular markers were investigated at different time points. RESULTS: Fourteen patients had evaluable DCE-CT parameters at both time points. A significant increase in the extravascular extracellular space ve accessible to the tracer was observed but no significant differences were found for the other kinetic parameters (Fp, vp or PS). Significant correlations were found between DCE parameters and the other two modalities. Plasmatic VEGF, PDGF-BB and IL-8 decreased as early as 2 hours after cetuximab infusion. CONCLUSIONS: Early activity of cetuximab on tumor interstitial characteristics was detected by DCE-CT. Modifications of plasmatic vascular markers are not sufficient to confirm anti-angiogenic cetuximab activity in vivo. Further investigation is warranted to determine to what extent DCE-CT parameters are modified and to evaluate whether they are able to predict treatment outcome.

10.
Acta Oncol ; 54(7): 1008-16, 2015 Jul.
Article En | MEDLINE | ID: mdl-25562382

OBJECTIVE: To evaluate from a planning point of view the dose distribution of adaptive radiation dose escalation in head and neck squamous cell carcinoma (HNSCC) using (18)F-Fluoroazomycin arabinoside (FAZA) positron emission tomography/computed tomography (PET-CT). MATERIAL/METHODS: Twelve patients with locally advanced HNSCC underwent three FAZA PET-CT before treatment, after 7 fractions and after 17 fractions of a carboplatin-5FU chemo-radiotherapy regimen (70 Gy in 2 Gy per fraction over 7 weeks). The dose constraints were that every hypoxic voxel delineated before and during treatment (newborn hypoxic voxels) should receive a total dose of 86 Gy. A median dose of 2.47 Gy per fraction was prescribed on the hypoxic PTV defined on the pre-treatment FAZA PET-CT; a median dose of 2.57 Gy per fraction was prescribed on the newborn voxels identified on the first per-treatment FAZA PET-CT; a median dose of 2.89 Gy per fraction was prescribed on the newborn voxels identified on the second per-treatment FAZA PET-CT. RESULTS: Ten of 12 patients had hypoxic volumes. Six of 10 patients completed all the FAZA PET-CT during radiotherapy. For the hypoxic PTVs, the average D50% matched the prescribed dose within 2% and the homogeneity indices reached 0.10 and 0.12 for the nodal PTV 86 Gy and the primary PTV 86 Gy, respectively. Compared to a homogeneous 70 Gy mean dose to the PTVs, the dose escalation up to 86 Gy to the hypoxic volumes did not typically modify the dose metrics on the surrounding normal tissues. CONCLUSION: From a planning point of view, FAZA-PET-guided dose adaptive escalation is feasible without substantial dose increase to normal tissues above tolerance limits. Clinical prospective studies, however, need to be performed to validate hypoxia-guided adaptive radiation dose escalation in head and neck carcinoma.


Carcinoma, Squamous Cell/diagnostic imaging , Carcinoma, Squamous Cell/radiotherapy , Head and Neck Neoplasms/diagnostic imaging , Head and Neck Neoplasms/radiotherapy , Radiotherapy Planning, Computer-Assisted/methods , Aged , Dose Fractionation, Radiation , Female , Humans , Image Interpretation, Computer-Assisted , Male , Middle Aged , Multimodal Imaging/methods , Nitroimidazoles , Positron-Emission Tomography/methods , Radiopharmaceuticals , Squamous Cell Carcinoma of Head and Neck , Tomography, X-Ray Computed/methods
11.
Eur J Nucl Med Mol Imaging ; 42(4): 613-22, 2015 Apr.
Article En | MEDLINE | ID: mdl-25573630

In locally advanced head and neck squamous cell carcinoma (HNSCC), the role of imaging becomes more and more critical in the management process. In this framework, molecular imaging techniques such as PET allow noninvasive assessment of a range of tumour biomarkers such as metabolism, hypoxia and proliferation, which can serve different purposes. First, in a pretreatment setting they can influence therapy selection strategies and target delineation for radiation therapy. Second, their predictive and/or prognostic value could help enhance the therapeutic ratio in the management of HNSCC. Third, treatment modification can be performed through the generation of a molecular-based heterogeneous dose distribution with dose escalation to the most resistant parts of the tumour, a concept known as dose painting. Fourth, they are increasingly becoming a tool for monitoring response to therapy. In this review, PET imaging biomarkers used in the routine management of HNSCC or under investigation are discussed.


Biomarkers, Tumor/metabolism , Carcinoma, Squamous Cell/diagnostic imaging , Head and Neck Neoplasms/diagnostic imaging , Positron-Emission Tomography , Carcinoma, Squamous Cell/diagnosis , Carcinoma, Squamous Cell/radiotherapy , Head and Neck Neoplasms/diagnosis , Head and Neck Neoplasms/radiotherapy , Humans , Radiopharmaceuticals/therapeutic use
12.
Clin Nucl Med ; 40(5): 448-9, 2015 May.
Article En | MEDLINE | ID: mdl-25549346

A 21-year-old patient with a D-transposition of the great arteries and a single coronary ostium underwent an atrial switch operation as newborn (Senning correction at 6 days of life in 1992). For an unrelated oncological evaluation, she underwent a recent F-FDG PET/CT. The myocardial uptake was clearly more intense in the morphological right ventricle, as this ventricle has become the systemic ventricle. On the contrary, the morphological left ventricle showed a very faint FDG uptake. This case illustrates the physiological changes related to a previous cardiac surgery.


Cardiac Surgical Procedures/adverse effects , Fluorodeoxyglucose F18 , Heart Ventricles/diagnostic imaging , Neoplasms/diagnostic imaging , Radiopharmaceuticals , False Positive Reactions , Female , Heart Ventricles/surgery , Humans , Multimodal Imaging , Positron-Emission Tomography , Tomography, X-Ray Computed , Young Adult
13.
J Nucl Med ; 55(10): 1629-35, 2014 Oct.
Article En | MEDLINE | ID: mdl-25082852

UNLABELLED: (18)F-FDG PET/CT can be used to detect arterial atherosclerotic plaque inflammation. However, avid myocardial glucose uptake may preclude its use for visualizing coronary plaques. Fatty acid loading or calcium channel blockers could decrease myocardial (18)F-FDG uptake, thus assisting coronary plaque inflammation identification. The present prospective randomized trial compared the efficacies of different interventions for suppressing myocardial (18)F-FDG uptake. We also investigated whether circulating free fatty acid (cFFA) levels predicted the magnitude of myocardial (18)F-FDG uptake. METHODS: Thirty-six volunteers ate a high-fat low-carbohydrate meal, followed by a 12-h fasting period. They were then randomized to 1 of 4 intervention groups. Group 1 received no additional preparation and served as a reference. Groups 2 and 3, respectively, received a commercial high-fat solution containing 43.8 g of lipids or 50 mL of olive oil 1 h before (18)F-FDG injection to evaluate the impact of fatty acid loading on myocardial (18)F-FDG uptake. Group 4 received verapamil to evaluate the effect of calcium channel blockers. Cardiac PET/CT was performed after administration of 370 MBq of (18)F-FDG. Myocardial uptake suppression was assessed using a qualitative visual scale and by measuring the myocardial maximum standardized uptake value (SUV(max)). Insulin, glucose, and cFFA were serially measured. RESULTS: The qualitative visual scale showed good myocardial (18)F-FDG uptake suppression in 8 of 9, 5 of 9, 4 of 9, and 8 of 9 subjects of groups 1, 2, 3, and 4, respectively (P = 0.09). SUV(max) did not significantly differ between groups (P = 0.17). Interestingly, cFFA levels were higher in volunteers with good suppression (0.80 ± 0.31 mmol/L) than in those with poor suppression (0.53 ± 0.15 mmol/L; P = 0.011). We found an inverse correlation between cFFA level (measured at (18)F-FDG injection) and the SUV(max) (R = 0.61). Receiver-operating-characteristic curve analysis identified 0.65 mmol/L cFFA as the best cutoff value to predict adequate (18)F-FDG uptake suppression (positive predictive value, 89%). CONCLUSION: A high-fat low-carbohydrate meal followed by a 12-h fasting period effectively suppressed myocardial (18)F-FDG uptake in most subjects. Neither complementary fatty acid loading nor verapamil administered 1 h before (18)F-FDG injection conferred any additional benefit. Myocardial (18)F-FDG uptake was inversely correlated with cFFA level, representing an interesting way to predict myocardial (18)F-FDG uptake suppression.


Coronary Vessels/pathology , Fluorodeoxyglucose F18/pharmacokinetics , Plaque, Atherosclerotic/diagnostic imaging , Positron-Emission Tomography/methods , Adult , Diet , Fatty Acids, Nonesterified/blood , Female , Healthy Volunteers , Humans , Inflammation , Lipids/administration & dosage , Male , Olive Oil , Plant Oils/administration & dosage , Plant Oils/chemistry , Prospective Studies , Reproducibility of Results , Time Factors , Tomography, X-Ray Computed/methods , Verapamil/administration & dosage
14.
F1000Prime Rep ; 6: 44, 2014.
Article En | MEDLINE | ID: mdl-24991421

Squamous cell carcinoma of the head and neck (SCCHN) is the sixth most common cancer worldwide. The main risk factors for cancers of the oral cavity, larynx, oropharynx, and hypopharynx are alcohol and tobacco use. In addition, the human papillomavirus (HPV) is an established cause of oropharyngeal cancer. An experienced multidisciplinary team is necessary for adequate management and optimal outcome. The treatment of locally advanced disease generally requires various combinations of radiotherapy, surgery, and systemic therapy, but despite this aggressive multimodal treatment, 40% to 60% of the patients will relapse. In this report, we will discuss recent advances in the management of SCCHN, including new developments in molecular biology, imaging, and treatment.

15.
Eur J Nucl Med Mol Imaging ; 41(8): 1544-52, 2014 Aug.
Article En | MEDLINE | ID: mdl-24570097

PURPOSE: Hypoxia in head and neck squamous cell carcinoma (HNSCC) is associated with poor prognosis and outcome. (18) F-Fluoroazomycin arabinoside (FAZA) is a positron emission tomography (PET) tracer developed to enable identification of hypoxic regions within tumor. The aim of this study was to evaluate the use of (18) F-FAZA-PET for assessment of hypoxia before and during radiation therapy. METHODS: Twelve patients with locally advanced HNSCC underwent (18) F-FAZA-PET scans before and at fraction 7 and 17 of concomitant chemo-radiotherapy. A hypoxic voxel was defined as a voxel expressing a standardized uptake value (SUV) equal or above the SUVmean of the posterior contralateral neck muscles plus three standard deviations. The fractional hypoxic volume fraction (FHV) and the spatial move of hypoxic volumes during treatment were analyzed. RESULTS: A hypoxic volume could be identified in ten patients before treatment. FAZA-PET FHV varied from 0 to 54.3% and from 0 to 41.4% in the primary tumor and in the involved node, respectively. Six out of these ten patients completed all the FAZA-PET-computed tomography (CT) during the radiotherapy. In all patients, FHV and SUVmax values decreased. All patient presented a spatial move of hypoxic volume, but only three patients had newborn hypoxic voxels after 17 fractions. CONCLUSION: This study indicated that (18) F-FAZA-PET could be used to identify and quantify tumor hypoxia before and during concomitant radio-chemotherapy in patients with locally advanced HNSCC. In addition to the information on prognostic value, the use of (18) F-FAZA-PET allowed the delineation of hypoxic volumes for dose escalation protocols. However, due to fluctuation of hypoxia during treatment, repeated scan will have to be performed (i.e. adaptive radiotherapy).


Carcinoma, Squamous Cell/diagnostic imaging , Head and Neck Neoplasms/diagnostic imaging , Nitroimidazoles , Oxygen/metabolism , Positron-Emission Tomography , Radiopharmaceuticals , Aged , Carcinoma, Squamous Cell/metabolism , Carcinoma, Squamous Cell/radiotherapy , Cell Hypoxia , Female , Head and Neck Neoplasms/metabolism , Head and Neck Neoplasms/radiotherapy , Humans , Male , Middle Aged , Prospective Studies
16.
Phys Med Biol ; 57(13): 4263-75, 2012 Jul 07.
Article En | MEDLINE | ID: mdl-22705627

Clinical trials on (177)Lu-(90)Y therapy used empirical activity ratios. Radionuclides (RN) with larger beta maximal range could favourably replace (90)Y. Our aim is to provide RN dose-deposition kernels and to compare the tumour control probability (TCP) of RN combinations. Dose kernels were derived by integration of the mono-energetic beta-ray dose distributions (computed using Monte Carlo) weighted by their respective beta spectrum. Nine homogeneous spherical tumours (1-25 mm in diameter) and four spherical tumours including a lattice of cold, but alive, spheres (1, 3, 5, 7 mm in diameter) were modelled. The TCP for (93)Y, (90)Y and (125)Sn in combination with (177)Lu in variable proportions (that kept constant the renal cortex biological effective dose) were derived by 3D dose kernel convolution. For a mean tumour-absorbed dose of 180 Gy, 2 mm homogeneous tumours and tumours including 3 mm diameter cold alive spheres were both well controlled (TCP > 0.9) using a 75-25% combination of (177)Lu and (90)Y activity. However, (125)Sn-(177)Lu achieved a significantly better result by controlling 1 mm-homogeneous tumour simultaneously with tumours including 5 mm diameter cold alive spheres. Clinical trials using RN combinations should use RN proportions tuned to the patient dosimetry. (125)Sn production and its coupling to somatostatin analogue appear feasible. Assuming similar pharmacokinetics (125)Sn is the best RN for combination with (177)Lu in peptide receptor radiotherapy justifying pharmacokinetics studies in rodent of (125)Sn-labelled somatostatin analogues.


Models, Biological , Neoplasms/radiotherapy , Radiation Dosage , Radioisotopes/pharmacokinetics , Radioisotopes/therapeutic use , Humans , Probability , Radiotherapy Dosage , Treatment Outcome
18.
Oral Oncol ; 48(3): 203-10, 2012 Mar.
Article En | MEDLINE | ID: mdl-22104248

Concurrent chemotherapy and radiotherapy (CRT) has become standard treatment for many patients with advanced head and neck squamous cell carcinoma (HNSCC). This has led to controversy concerning the role of neck dissection (ND) in this setting. The current debate is focused on N2-N3 disease and the ability of a clinical complete response to predict the absence of viable cells in the ND specimen. Proponents of a systematic planned ND argue that it improves regional control and possibly disease-specific survival. They assert that a clinical response does not predict the pathologic response, and that in the event of recurrence in the neck, a surgical salvage procedure is unlikely to succeed. Conversely, there are many arguments in favor of performing ND only for patients who have evidence of residual neck disease because of the very low probability of isolated neck recurrence following a complete response. Proponents argue that for complete responders, planned ND is associated with no survival benefit. As planned surgery will only benefit patients with residual disease in the neck alone, there is a high rate of unnecessary ND with its associated morbidity. Another question concerns the appropriate type of ND to be performed. Even if required after chemoradiation, selective ND is oncologically feasible with minimal morbidity. Lastly, robust data from a randomized trial demonstrating the superiority of one approach vs. the other are lacking. After conducting a review of recent literature on the subject, the authors conclude that planned ND is not necessary for patients with complete response because of the availability of improved diagnostic follow up modalities, and the increased sensitivity to CRT of HNSCC, particularly HPV associated tumors.


Carcinoma, Squamous Cell/surgery , Head and Neck Neoplasms/surgery , Neck Dissection , Neoplasm Recurrence, Local/surgery , Biopsy, Fine-Needle , Carcinoma, Squamous Cell/therapy , Chemoradiotherapy , Fluorodeoxyglucose F18 , Head and Neck Neoplasms/therapy , Humans , Magnetic Resonance Imaging , Multimodal Imaging , Neoplasm, Residual , Positron-Emission Tomography , Radiopharmaceuticals , Tomography, X-Ray Computed , Treatment Outcome
19.
J Nucl Med ; 52(4): 580-5, 2011 Apr.
Article En | MEDLINE | ID: mdl-21421708

UNLABELLED: In peptide receptor radionuclide therapy of neuroendocrine tumors, improvements have been made by increasing the affinity for receptors and by protecting critical organs (e.g., kidneys). However, tumor parameters involved in radiopeptide uptake are still under investigation. Interferon-α (IFNα) is used as biotherapy for neuroendocrine tumors. Several mechanisms of action are described, but the potential effect of IFNα on tumor uptake of labeled peptide has not been studied in vivo yet. METHODS: Twenty-six male CA20948 tumor-bearing Lewis rats were imaged before and during IFNα treatment using quantitative small-animal PET with [(68)Ga-DOTA,Tyr(3),Thre(8)]octreotide. Imaging was performed at days 0, 3, and 7. Animals were divided into 3 groups according to the treatment: control (injected daily with saline), half (4 d of IFNα treatment from day 0 to day 3, then saline), and full (7 d of IFNα). A daily dose of IFNα (1.5 mIU) was administered subcutaneously. Quantitative PET results are expressed as percentage injected dose per cm(3) and normalized to baseline (day 0) values. Tumor size was monitored by PET and caliper measurements. RESULTS: Gross tumor uptake and tumor volumes increased in all groups over the 7-d period. On day 3, mean ± SD ratios to day 0 were 1.2 ± 0.2, 1.3 ± 0.5, and 1.2 ± 0.4, respectively, for control, half, and full groups. On day 7, respective values were 1.1 ± 0.2, 1.3 ± 0.6, and 1.5 ± 0.4. At day 3, a comparison among groups showed no statistically significant difference. At day 7, the full group showed a significantly higher ratio in activity concentration than the control group (P = 0.021). A good correlation was found between tumor volumes assessed by small-animal PET and caliper measurements (R = 0.89, P < 0.0001). CONCLUSION: As expected, over a period of 7 d, both tumor volumes and radiopeptide uptake increased in all animals. However, the activity concentration increased significantly more at day 7 in animals treated for 7 d with IFNα, compared with controls. This is the first, to our knowledge, in vivo indication that IFNα is able to increase tumor uptake of the labeled analog in a small-animal model of neuroendocrine tumors. The mechanisms underlying this effect (flow, vascular permeability, receptor upregulation) remain unknown and need to be further investigated.


Antineoplastic Agents/pharmacology , Interferon-alpha/pharmacology , Neoplasms, Experimental/diagnostic imaging , Organometallic Compounds , Positron-Emission Tomography/methods , Radiopharmaceuticals , Animals , Antineoplastic Agents/pharmacokinetics , Image Processing, Computer-Assisted , Interferon-alpha/pharmacokinetics , Male , Neoplasm Transplantation , Neoplasms, Experimental/metabolism , Nonlinear Dynamics , Rats , Rats, Inbred Lew , Tissue Distribution
20.
Nucl Med Biol ; 37(2): 157-65, 2010 Feb.
Article En | MEDLINE | ID: mdl-20152715

INTRODUCTION: Factors determining the in vivo uptake of radiolabeled somatostatin analogs by neuroendocrine tumors are poorly known. The aim is to evaluate in vivo tumor perfusion and regulation of somatostatin receptors (sstr) following acute exposure to octreotide, in an animal model of neuroendocrine tumor. METHODS: H(2)(15)O flow studies were performed in 8 CA20948 tumor-bearing rats and another 36 rats underwent three [(68)Ga]-DOTA-Tyr(3)-octreotate imaging sessions at 24-h intervals. After baseline (Day 0) imaging, scanning was repeated on Day 1 after octreotide injection (175 microg/kg), with a variable delay: no injection (controls, n=7), coinjection (n=6), and octreotide injection 20 min (n=7), 2 h (n=8) and 4 h (n=8) before imaging. Repeat images without octreotide was performed at Day 2 followed by sacrifice and tumor counting. RESULTS: H(2)(15)O studies failed to measure quantitative tumor perfusion in this model. On Day 1, ratio of tumor uptake to Day 0 was 1.2+/-0.3 in controls; 0.6+/-0.2 in the coinjection group; 0.9+/-0.2, 1.1+/-0.1 and 1.2+/-0.2 in the other groups, respectively. Uptake in the coinjection group showed a statistically significant reduction of tumor uptake (P<.0001). All groups showed increased uptake on Day 2, without statistical differences between groups. In vivo tumor counts showed good correlation with ex vivo countings (R(2)=0.946). CONCLUSION: Acute exposure to unlabeled octreotide in this neuroendocrine tumor model results in a rapid recycling or resynthesis of sstr. Positron emission tomography (PET) allowed to reliably assess quantitative uptake of [(68)Ga]-DOTA-Tyr(3)-octreotate over time in the same animal, but failed in this model to measure tumor perfusion.


Heterocyclic Compounds, 1-Ring/metabolism , Neoplasms/blood supply , Neoplasms/metabolism , Octreotide/analogs & derivatives , Positron-Emission Tomography , Receptors, Somatostatin/metabolism , Animals , Biological Transport/drug effects , Disease Models, Animal , Gallium Radioisotopes/chemistry , Half-Life , Heterocyclic Compounds, 1-Ring/chemistry , Humans , Male , Neoplasms/diagnostic imaging , Octreotide/chemistry , Octreotide/metabolism , Oxygen Radioisotopes/chemistry , Radioactive Tracers , Rats , Reproducibility of Results , Somatostatin/chemistry , Somatostatin/metabolism , Water/chemistry , Water/metabolism
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