38 results on '"Mottaghy, Felix"'
Search Results
2. [18F]FDG whole-body PET-MR including an integrated breast MR protocol for locoregional and distant staging in breast cancer patients—a feasibility study.
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van Nijnatten, Thiemo J. A., de Mooij, Cornelis M., Mitea, Cristina, Houwers, Janneke, de Boer, Maaike, Smidt, Marjolein L., Mottaghy, Felix M., and Wildberger, Joachim E.
- Abstract
Purpose: To investigate in a feasibility study the combination of [
18 F]FDG whole-body (WB) positron emission tomography-magnetic resonance (PET-MR), including an integrated breast MR within a single protocol for locoregional and distant staging in breast cancer patients. Methods: Consecutive patients with breast cancer diagnoses according to conventional imaging modalities (full-field digital mammography (FFDM) and ultrasound (US)) were prospectively included. All patients underwent [18 F]FDG WB PET-MR, including an integrated dedicated breast MR (prone position) and WB PET-MR (supine position) protocol. Results of [18 F]FDG WB PET-MR, including integrated breast MR, versus conventional imaging modalities were compared. Results: From April 2021–April 2022, 28 patients were included. On conventional imaging, cT1-2 breast cancer was present in 22 (FFDM) and 23 (US) out of 28 patients. With regard to clinical nodal status, eight patients were considered cN0, eighteen cN1 (1-3 suspicious lymph nodes), and two patients were cN2 (four suspicious axillary lymph nodes/internal mammary lymph node metastasis). [18 F]FDG WB PET-MR, including an integrated breast MR protocol, upstaged clinical tumor status in two patients and clinical nodal status in nine patients according to both [18 F]FDG WB PET-MR and breast MR findings. In addition, distant metastases were detected in three patients (liver/bone), and another patient was diagnosed with a synchronous primary tumor (lung cancer). Conclusion: [18 F]FDG WB PET-MR, including an integrated breast MR within a single protocol in breast cancer patients, is feasible and provides a promising new approach in breast cancer patients with regard to locoregional and distant staging. Critical relevance statement: [18 F]FDG whole-body PET-MR, including an integrated breast MR protocol, is feasible and allows locoregional and distant staging within a single imaging exam in breast cancer patients. Key Points: [18 F]FDG PET-MR allows the combination of breast MR and whole-body staging. Therefore, a single protocol of whole-body [18 F]FDG PET-MR, including an integrated breast MRI, is investigated. [18 F]FDG PET-MR, including an integrated breast MR is feasible and can be considered in daily clinical practice. [ABSTRACT FROM AUTHOR]- Published
- 2024
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3. The Use of 18 F-Fluoride Positron Emission Tomography/Computed Tomography Scanning to Identify Sources of Pain after Posterior Lumbar Interbody Fusion—An Analysis in Patients with and without Symptoms.
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Peters, Marloes J. M., Brans, Boudewijn T., Broos, Wouter A. M., Jutten, Elisabeth M. C., Mottaghy, Felix M., Schijns, Olaf, Weijers, René E., and Willems, Paul C.
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SPINAL fusion ,POSITRON emission tomography ,COMPUTED tomography ,BONE growth ,PATIENT reported outcome measures ,ZYGAPOPHYSEAL joint - Abstract
Background: Identifying the cause of recurrent or persisting pain after posterior lumbar interbody fusion (PLIF) is essential for establishing optimal treatment. In this study, we evaluate patients after PLIF surgery by
18 F-fluoride PET/CT scans and patient-reported outcome measures (PROMs). Methods: A total of 36 PLIF patients were included. Sixty minutes after intravenous injection of18 F-fluoride, PET/CT scanning was performed. Bone graft ingrowth, subsidence, screw loosening and damage of facet joints were scored by quantifying the level of bone metabolism of the vertebral endplates in the disc spaces, around screws and around the facet joints on the PET scans. Results: In contrast to asymptomatic patients, symptomatic patients showed abnormal PET values around pedicle screws and/or facet joints and at the lower endplates of the disc spaces, identifying a possible source of pain. On CT, no significant differences between these two groups were found. Conclusion: The PET/CT findings appeared to correlate better with symptoms on PROMs compared to CT findings alone. When interpreting18 F-fluoride PET/CT findings after PLIF surgery, one should realize bone metabolism in the disc spaces of the operated segments and around pedicle screws or facet joint changes during follow-up, reflecting natural recovery. [ABSTRACT FROM AUTHOR]- Published
- 2024
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4. Limited Additional Value of a Chest CT in Whole-Body Staging with PET-MRI: A Retrospective Cohort Study.
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Weijer, Tineke van de, van der Meer, Wilhelmina L., Moonen, Rik P. M., van Nijnatten, Thiemo J. A., Gietema, Hester A., Mitea, Cristina, van der Pol, Jochem A. J., Wildberger, Joachim E., and Mottaghy, Felix M.
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COMPUTED tomography ,POSITRON emission tomography ,MAGNETIC resonance imaging ,RETROSPECTIVE studies ,METASTASIS ,LONGITUDINAL method ,LUNG tumors ,SENSITIVITY & specificity (Statistics) - Abstract
Simple Summary: PET/MRI systems are being installed world-wide for the staging of cancer. As this combines MRI and PET in one system, the application of these systems offers a one-stop-shop for staging in Oncology. However, one of the pitfalls of these systems is that the MRI of the PET/MRI systems is not very adequate for detecting lung nodules. In this study, we show that the most relevant long-nodules suspected of metastasis can be detected with PET; it remains questionable if missing the indeterminate lung nodules are of clinical relevance. Hybrid PET-MRI systems are being used more frequently. One of the drawbacks of PET-MRI imaging is its inferiority in detecting lung nodules, so it is often combined with a computed tomography (CT) of the chest. However, chest CT often detects additional, indeterminate lung nodules. The objective of this study was to assess the sensitivity of detecting metastatic versus indeterminate nodules with PET-MRI compared to chest CT. A total of 328 patients were included. All patients had a PET/MRI whole-body scan for (re)staging of cancer combined with an unenhanced chest CT performed at our center between 2014 and 2020. Patients had at least a two-year follow-up. Six percent of the patients had lung metastases at initial staging. The sensitivity and specificity of PET-MRI for detecting lung metastases were 85% and 100%, respectively. The incidence of indeterminate lung nodules on chest CT was 30%. The sensitivity of PET-MRI to detect indeterminate lung nodules was poor (23.0%). The average size of the indeterminate lung nodules detected on PET-MRI was 7 ± 4 mm, and the missed indeterminate nodules on PET-MRI were 4 ± 1 mm (p < 0.001). The detection of metastatic lung nodules is fairly good with PET-MRI, whereas the sensitivity of PET-MRI for detecting indeterminate lung nodules is size-dependent. This may be an advantage, limiting unnecessary follow-up of small, indeterminate lung nodules while adequately detecting metastases. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Comparison of [99mTc]Tc-tilmanocept with [99mTc]Tc-sulphur colloids and [99mTc]Tc-albumin colloids for sentinel lymph node detection in patients with cutaneous malignancies of the head.
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Ooms, Mark, von Mallek, Dirk, Kaiser, Hans-Jürgen, Hölzle, Frank, Mottaghy, Felix M., and Modabber, Ali
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SENTINEL lymph node biopsy ,EMISSION-computed tomography ,COMPUTED tomography ,RADIOPHARMACEUTICALS ,ALBUMINS - Abstract
Purpose: Sentinel lymph node (SLN) biopsy is a staging procedure in the management of cutaneous malignancies of the head. The ideal radiopharmaceutical is controversial. This study aimed to compare [
99m Tc]Tc-tilmanocept (TcTM) with [99m Tc]Tc-sulphur colloid (TcSC) and [99m Tc]Tc-albumin colloid (TcAC) for SLN detection in the head and neck region. Methods: Data from 62 patients with cutaneous malignancies of the head who were injected with TcTM, TcSC, or TcAC before SLN imaging (SLN-I) and SLN excision (SLN-E) between 2012 and 2021 were retrospectively analysed. SLN-I was performed using planar lymphoscintigraphy and SPECT/CT, and a gamma probe was used for SLN-E. The SLN-I localisation rate (patients with SLNs) and degree (SLN number) and SLN-E relocalisation rate (patients with SLNs) and ratio (SLN number in SLN-E/SLN number in SLN-I) were compared between TcTM, TcSC, and TcAC. Results: TcTM showed similar SLN-I localisation rates for primaries in the anterior and posterior head region compared with TcSC (84.6% vs. 72.4%, p=0.680; both 100.0%) and TcAC (84.6% vs. 75.0%, p=1.000; both 100.0%). The SLN-I localisation degree for TcTM was higher for primaries in the anterior head region and similar for primaries in the posterior head region compared with TcSC (3.2 vs. 2.3, p=0.034; and 1.8 vs. 2.2, p=0.506) and TcAC (3.2 vs. 2.0, p=0.038; and 1.8 vs. 2.7, p=0.329). The SLN-E relocalisation rates and ratios were similar for all. Conclusion: On the basis of a limited study design that compared three different tracers in three different patient groups, TcTM showed comparable overall performance to TcSC and TcAC. [ABSTRACT FROM AUTHOR]- Published
- 2023
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6. PARP targeted Auger emitter therapy with [125I]PARPi-01 for triple-negative breast cancer.
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Ambur Sankaranarayana, Ramya, Florea, Alexandru, Allekotte, Susanne, Vogg, Andreas T. J., Maurer, Jochen, Schäfer, Laura, Bolm, Carsten, Terhorst, Steven, Classen, Arno, Bauwens, Matthias, Morgenroth, Agnieszka, and Mottaghy, Felix M.
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TRIPLE-negative breast cancer ,POLY(ADP-ribose) polymerase ,POLY ADP ribose ,ADP-ribosylation ,NUCLEAR proteins ,AUGERS ,COMPUTED tomography - Abstract
Background: Triple-negative breast cancer (TNBC) lacks biomarkers for targeted therapy. Auger emitters display the best therapeutic effect, if delivered directly into the nucleus proximal to DNA. The nuclear protein Poly (ADP-ribose)-Polymerase 1 (PARP1) is a suitable target against which few inhibitors (PARPi) are clinically approved for treatment of breast cancer with germline BRCA mutation (BRCA
mut ). In this study, a theranostic approach was investigated in a TNBC xenografted mouse model by radiolabelling a close derivative of a PARPi Olaparib (termed PARPi-01) with the Auger emitters123/125 I. Methods: TNBC cell line MDA-MB-231 was subcutaneously implanted in female NOD/SCID mice. At a tumour size of ~ 500mm3 , [123 I]PARPi-01 was administered intravenously, and SPECT/CT images were obtained at 4 h or 24 h post injection (p.i). A therapy study was performed with [125 I]PARPi-01 in 4 doses (10 MBq/dose, 10 days apart). Tumour growth was monitored by CT scans longitudinally once per week. Upon reaching study endpoint, tissues were harvested and stained with TUNEL assay for detection of apoptosis induction. Results: SPECT/CT images showed rapid hepatobiliary tracer clearance at 4 h post injection (p.i.). Retention in thyroid at 24 h p.i. suggested tracer deiodination in vivo. The tumour and liver uptake were 0.2%ID/g and 2.5%ID/g, respectively. The tumour: blood ratio was 1.3. Endogenous therapy induced a significant delay in tumour growth (doubling time increased from 8.3 to 14.2 days), but no significant survival advantage. Significantly higher apoptosis ratio was observed in [125 I]PARPi-01 treated tumour tissues. No radiotoxicity was detected in the liver and thyroid. Conclusion: Considering the radio-cytotoxic effect in the tumour tissue and a delay on tumour doubling time, [125 I]PARPi-01 presents a potential radiotherapeutics for treatment of TNBC. Improvements to overcome the suboptimal pharmacokinetics are necessary for its potential clinical application. [ABSTRACT FROM AUTHOR]- Published
- 2022
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7. MaasPenn Radiomics Reproducibility Score: A Novel Quantitative Measure for Evaluating the Reproducibility of CT-Based Handcrafted Radiomic Features.
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Ibrahim, Abdalla, Barufaldi, Bruno, Refaee, Turkey, Silva Filho, Telmo M., Acciavatti, Raymond J., Salahuddin, Zohaib, Hustinx, Roland, Mottaghy, Felix M., Maidment, Andrew D. A., and Lambin, Philippe
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COMPUTERS in medicine ,RESEARCH evaluation ,DIAGNOSTIC imaging ,COMPUTED tomography ,MEDICAL research - Abstract
Simple Summary: The reproducibility of handcrafted radiomic features (HRFs) has been reported to be affected by variations in imaging acquisition and reconstruction parameters. However, to date, these effects have not been understood or quantified. In this study, we analyzed a significantly large number of scenarios in an effort to quantify the effects of variations on the reproducibility of HRFs. In addition, we assessed the performance of ComBat harmonization in each of the 31,375 investigated scenarios. We developed a novel score that can be considered the first attempt to objectively assess the number of reproducible HRFs in different scenario. Following further validation, the score could be used to decide on the inclusion of data acquired differently, as well as the assessment of the generalizability of developed radiomic signatures. The reproducibility of handcrafted radiomic features (HRFs) has been reported to be affected by variations in imaging parameters, which significantly affect the generalizability of developed signatures and translation to clinical practice. However, the collective effect of the variations in imaging parameters on the reproducibility of HRFs remains unclear, with no objective measure to assess it in the absence of reproducibility analysis. We assessed these effects of variations in a large number of scenarios and developed the first quantitative score to assess the reproducibility of CT-based HRFs without the need for phantom or reproducibility studies. We further assessed the potential of image resampling and ComBat harmonization for removing these effects. Our findings suggest a need for radiomics-specific harmonization methods. Our developed score should be considered as a first attempt to introduce comprehensive metrics to quantify the reproducibility of CT-based handcrafted radiomic features. More research is warranted to demonstrate its validity in clinical contexts and to further improve it, possibly by the incorporation of more realistic situations, which better reflect real patients' situations. [ABSTRACT FROM AUTHOR]
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- 2022
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8. Hybrid total-body pet scanners—current status and future perspectives.
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Nadig, Vanessa, Herrmann, Ken, Mottaghy, Felix M., and Schulz, Volkmar
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TUBERCULOSIS ,SCANNING systems ,POSITRON emission tomography ,VISION ,EMISSION tomography equipment ,DIGITAL image processing ,MEDICAL technology ,MAGNETIC resonance imaging ,PRODUCT design ,COMPUTED tomography ,SENSITIVITY & specificity (Statistics) - Abstract
Purpose Since the 1990s, PET has been successfully combined with MR or CT systems. In the past years, especially PET systems have seen a trend towards an enlarged axial field of view (FOV), up to a factor of ten. Methods Conducting a thorough literature research, we summarize the status quo of contemporary total-body (TB) PET/CT scanners and give an outlook on possible future developments. Results Currently, three human TB PET/CT systems have been developed: The PennPET Explorer, the uExplorer, and the Biograph Vision Quadra realize aFOVs between 1 and 2 m and show a tremendous increase in system sensitivity related to their longer gantries. Conclusion The increased system sensitivity paves the way for short-term, low-dose, and dynamic TB imaging as well as new examination methods in almost all areas of imaging. [ABSTRACT FROM AUTHOR]
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- 2022
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9. Value of 18F-FDG PET/CT for predicting axillary pathologic complete response following neoadjuvant systemic therapy in breast cancer patients: emphasis on breast cancer subtype.
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de Mooij, Cornelis M., Mitea, Cristina, Mottaghy, Felix M., Smidt, Marjolein L., and van Nijnatten, Thiemo J. A.
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BREAST cancer ,NEOADJUVANT chemotherapy ,HER2 positive breast cancer ,POSITRON emission tomography computed tomography ,COMPUTED tomography ,CANCER patients - Abstract
Background: Neoadjuvant systemic therapy (NST) is a widely accepted initial treatment modality that can lead to pathologic downstaging of the axillary disease burden in breast cancer patients. Axillary response as well as baseline
18 F-fluorodeoxyglucose (18 F-FDG) uptake on positron emission tomography with computed tomography (PET/CT) differ between breast cancer subtypes. The value of baseline18 F-FDG PET/CT in predicting axillary response to NST is not yet established, possibly since breast cancer subtype was not taken into account. The purpose of this study was to investigate the value of baseline18 F-FDG PET/CT in predicting axillary response to NST with a specific emphasis on subtype. Methods: PET-parameters derived from the primary tumor as well as the most FDG-avid axillary lymph node were measured on baseline18 F-FDG PET/CT. Overall imaging findings were compared with the gold standard of histopathology of the axillary surgery specimen. Analyses for ER-positive/HER2-negative were performed separately from HER2-positive and TN patients. In addition, separate analyses for clinically node-positive patients were performed. Results: Sixty-six patients with 69 primary tumors were included in this study. Thirty-three axillae contained ER-positive/HER2-negative, 16 HER2-positive, and 20 TN breast cancer. No significant difference in PET-parameters between patients with axillary residual disease and axillary pathologic complete response were found for ER-positive/HER2-negative breast cancer. In the combined HER2-positive/TN subgroup, the SUVmax was significantly lower in patients without residual axillary disease in both the entire cohort and in patients with clinically node-positive disease. In this combined subgroup, a cut-off of 4.89 SUVmax measured on the most FDG-avid axillary lymph node could predict residual axillary disease with a sensitivity, specificity, PPV, and NPV of 90%, 69%, 53%, and 95%, respectively. Conclusions: Predicting axillary response following NST with baseline18 F-FDG PET/CT can be performed when focusing on breast cancer subtypes. The easily computed PET-parameter SUVmax can predict axillary response in HER2-positive and TN breast cancer. This study adds to the accumulating evidence that studies investigating the value of18 F-FDG PET/CT in breast cancer should always take subtypes into account. [ABSTRACT FROM AUTHOR]- Published
- 2021
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10. Positron emission tomography/computed tomography in the management of Hodgkin and B‐cell non‐Hodgkin lymphoma: An update.
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Juweid, Malik E., Mueller, Marguerite, Alhouri, Abdullah, A‐Risheq, M. Ziad, and Mottaghy, Felix M.
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COMPUTED tomography ,POSITRON emission tomography computed tomography ,NON-Hodgkin's lymphoma ,DIFFUSE large B-cell lymphomas ,PROGNOSIS - Abstract
18F‐fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) is now an integral part of lymphoma staging and management. Because of its greater accuracy compared with CT alone, PET/CT is currently routinely performed for staging and for response assessment at the end of treatment in the vast majority of FDG‐avid lymphomas and is the cornerstone of response classification for these lymphomas according to the Lugano classification. Interim PET/CT, typically performed after 2 to 4 of 6 to 8 chemotherapy/chemoimmunotherapy cycles with or without radiation, is commonly performed for prognostication and potential treatment escalation or de‐escalation early in the course of therapy, a concept known as response‐adapted or risk‐adapted treatment. Quantitative PET is an area of growing interest. Metrics, such as the standardized uptake value, changes (Δ) in the standardized uptake value, metabolic tumor volume, and total lesion glycolysis, are being investigated as more reproducible and potentially more accurate predictors of response and prognosis. Despite the progress made in standardizing the use of PET/CT in lymphoma, challenges remain, particularly with respect to its limited positive predictive value, emphasizing the need for more specific molecular probes. This review highlights the most relevant applications of PET/CT in Hodgkin and B‐cell non‐Hodgkin lymphoma, its strengths and limitations, as well as recent efforts at implementing PET/CT‐based metrics as promising tools for precision medicine. This review highlights the most relevant applications of positron emission tomography/computed tomography in lymphoma, their strengths and limitations, and recent efforts at implementing positron emission tomography‐based and computed tomography‐based metrics as potential tools of precision medicine in lymphoma. [ABSTRACT FROM AUTHOR]
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- 2021
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11. Use of full-dose contrast-enhanced CT for extrahepatic staging using Gallium-68-DOTATATE PET/CT in patients with neuroendocrine tumors.
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Apitzsch, Jonas, Verburg, Frederik Anton, Mottaghy, Felix, and Heinzel, Alexander
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NEUROENDOCRINE tumors ,COMPUTED tomography ,POSITRON emission tomography computed tomography ,LYMPHATIC metastasis ,LUNG diseases - Abstract
Purpose: Studies have demonstrated that positron emission tomography/computed tomography (PET/CT) with Gallium-68 (68Ga)-labeled somatostatin analogues are effective at detecting metastatic disease in neuroendocrine tumors (NET), especially extrahepatic metastases. However, PET in combination with full-dose contrast-enhanced CT (ceCT) exposes patients to higher radiation (~25 mSv). The use of non-contrast-enhanced low-dose CT (ldCT) can reduce radiation to about 10 mSv and may avoid contrast-induced side effects. This study seeks to determine whether ceCT could be omitted from NET assessments.Methods: We retrospectively compared the performance of PET/ldCT versus PET/ceCT in 54 patients (26 male, 28 female) who had undergone a 68Ga-DOTATATE PET/CT. The selection criteria were as follows: available ldCT and ceCT, histologically confirmed NET, and follow-up of at least 6 months (median, 12.6 months; range, 6.1-23.2 months). The PET/ldCT and PET/ceCT images were analyzed separately. We reviewed metastases in the lungs, bones, and lymph nodes. The results were compared with the reference standard (clinical follow-up data).Results: The PET/ceCT scans detected 139 true-positive bone lesions compared with 140 lesions detected by the PET/ldCT scans, 106 true-positive lymph node metastases (PET/ceCT) compared with 90 metastases detected by the PET/ldCT scans, and 26 true-positive lung lesions (PET/ceCT) compared with 6 lesions detected by the PET/ldCT scans. The overall lesion-based sensitivity for full-dose PET/ceCT was 97%, specificity 86%, negative predictive value (NPV) 93%, and positive predictive value (PPV) 93%. The overall lesion-based sensitivity for PET/ldCT was 85%, specificity 73%, NPV 72%, and PPV 85%.Conclusion: This study presents the first evidence that ceCT should not be omitted from extrahepatic staging using 68Ga-DOTATATE PET/CT in patients with NET. ceCT alone can be used as a follow-up to reduce radiation exposure when the patient has already undergone PET/ceCT and suffers from non-DOTATATE-avid NET. [ABSTRACT FROM AUTHOR]- Published
- 2021
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12. Assessment of Chemotherapy-Induced Organ Damage with Ga-68 Labeled Duramycin.
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Rix, Anne, Drude, Natascha Ingrid, Mrugalla, Anna, Baskaya, Ferhan, Pak, Koon Yan, Gray, Brian, Kaiser, Hans-Jürgen, Tolba, René Hany, Fiegle, Eva, Lederle, Wiltrud, Mottaghy, Felix Manuel, and Kiessling, Fabian
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ORGANS (Anatomy) ,FLUORODEOXYGLUCOSE F18 ,POSITRON emission tomography ,INTRAVENOUS injections ,BUSULFAN ,COMPUTED tomography ,BLOOD testing - Abstract
Purpose: Evaluation of [68Ga]NODAGA-duramycin as a positron emission tomography (PET) tracer of cell death for whole-body detection of chemotherapy-induced organ toxicity.Procedures: Tracer specificity of Ga-68 labeled NODAGA-duramycin was determined in vitro using competitive binding experiments. Organ uptake was analyzed in untreated and doxorubicin, busulfan, and cisplatin-treated mice 2 h after intravenous injection of [68Ga]NODAGA-duramycin. In vivo data were validated by immunohistology and blood parameters.Results: In vitro experiments confirmed specific binding of [68Ga]NODAGA-duramycin. Organ toxicities were detected successfully using [68Ga]NODAGA-duramycin PET/X-ray computed tomography (CT) and confirmed by immunohistochemistry and blood parameter analysis. Organ toxicities in livers and kidneys showed similar trends in PET/CT and immunohistology. Busulfan and cisplatin-related organ toxicities in heart, liver, and lungs were detected earlier by PET/CT than by blood parameters and immunohistology.Conclusion: [68Ga]NODAGA-duramycin PET/CT was successfully applied to non-invasively detect chemotherapy-induced organ toxicity with high sensitivity in mice. It, therefore, represents a promising alternative to standard toxicological analyses with a high translational potential. [ABSTRACT FROM AUTHOR]- Published
- 2020
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13. TSH suppression aggravates arterial inflammation — an 18F-FDG PET study in thyroid carcinoma patients.
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Boswijk, Ellen, Sanders, Karin J. C., Broeders, Evie P. M., de Ligt, Marlies, Vijgen, Guy H. E. J., Havekes, Bas, Mingels, Alma M. A., Wierts, Roel, van Marken Lichtenbelt, Wouter D., Schrauwen, Patrick, Mottaghy, Felix M., Wildberger, Joachim E., and Bucerius, Jan
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ARTERIAL disease treatment ,POSITRON emission tomography ,COMPUTED tomography ,THYROTROPIN releasing factor ,FLUORODEOXYGLUCOSE F18 ,THORACIC aorta - Abstract
Purpose: We aimed to investigate the influence of both hypothyroidism and thyroid-stimulating hormone (TSH) suppression on vascular inflammation, as assessed with
18 F-fluorodeoxyglucose (18 F-FDG) positron emission tomography (PET)/computed tomography (CT). Methods: Ten thyroid carcinoma patients underwent an18 F-FDG PET/CT during post-thyroidectomy hypothyroidism and during thyrotropin (TSH) suppression after131 I (radioiodine) ablation therapy. We analysed the18 F-FDG uptake in the carotids, aortic arch, ascending, descending, and abdominal aorta to investigate the effects of thyroid hormone status on arterial inflammation. Target-to-background ratios (TBRs) corrected for blood pool activity were established for all arterial territories. Results were further compared to euthyroid historic control subjects. Results: In general, there was a trend towards higher vascular TBRs during TSH suppression than during hypothyroidism (TBRmax all vessels = 1.6 and 1.8, respectively, p = 0.058), suggesting a higher degree of arterial inflammation. In concurrence with this, we found increased C-reactive protein (CRP) levels after levothyroxine treatment (CRP = 2.9 mg/l and 4.8 mg/l, p = 0.005). An exploratory comparison with euthyroid controls showed significant higher TBRs during TSH suppression for the carotids, aortic arch, thoracic descending aorta, and when all vascular territories were combined (TBRmax p = 0.013, p = 0.016, p = 0.030 and p = 0.018 respectively). Conclusions: Arterial inflammation is increased during TSH suppression. This finding sheds new light on the underlying mechanism of the suspected increased risk of cardiovascular disease in patients with TSH suppression. [ABSTRACT FROM AUTHOR]- Published
- 2019
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14. Predicting tumor hypoxia in non-small cell lung cancer by combining CT, FDG PET and dynamic contrast-enhanced CT.
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Even, Aniek J. G., Reymen, Bart, La Fontaine, Matthew D., Das, Marco, Jochems, Arthur, Mottaghy, Felix M., Belderbos, José S. A., De Ruysscher, Dirk, Lambin, Philippe, and van Elmpt, Wouter
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TUMOR classification ,HYPOXEMIA ,BLOOD circulation ,BLOOD volume ,CLINICAL trials ,COMPUTED tomography ,DEOXY sugars ,DYNAMICS ,LUNG cancer ,RADIOPHARMACEUTICALS ,SPACE perception ,POSITRON emission tomography ,STATISTICAL models ,DESCRIPTIVE statistics - Abstract
Background:Most solid tumors contain inadequately oxygenated (i.e., hypoxic) regions, which tend to be more aggressive and treatment resistant. Hypoxia PET allows visualization of hypoxia and may enable treatment adaptation. However, hypoxia PET imaging is expensive, time-consuming and not widely available. We aimed to predict hypoxia levels in non-small cell lung cancer (NSCLC) using more easily available imaging modalities: FDG-PET/CT and dynamic contrast-enhanced CT (DCE-CT). Material and methods:For 34 NSCLC patients, included in two clinical trials, hypoxia HX4-PET/CT, planning FDG-PET/CT and DCE-CT scans were acquired before radiotherapy. Scans were non-rigidly registered to the planning CT. Tumor blood flow (BF) and blood volume (BV) were calculated by kinetic analysis of DCE-CT images. Within the gross tumor volume, independent clusters, i.e., supervoxels, were created based on FDG-PET/CT. For each supervoxel, tumor-to-background ratios (TBR) were calculated (median SUV/aorta SUVmean) for HX4-PET/CT and supervoxel features (median, SD, entropy) for the other modalities. Two random forest models (cross-validated: 10 folds, five repeats) were trained to predict the hypoxia TBR; one based on CT, FDG, BF and BV, and one with only CT and FDG features. Patients were split in a training (trial NCT01024829) and independent test set (trial NCT01210378). For each patient, predicted, and observed hypoxic volumes (HV) (TBR > 1.2) were compared. Results:Fifteen patients (3291 supervoxels) were used for training and 19 patients (1502 supervoxels) for testing. The model with all features (RMSE training: 0.19 ± 0.01, test: 0.27) outperformed the model with only CT and FDG-PET features (RMSE training: 0.20 ± 0.01, test: 0.29). All tumors of the test set were correctly classified as normoxic or hypoxic (HV > 1 cm3) by the best performing model. Conclusions:We created a data-driven methodology to predict hypoxia levels and hypoxia spatial patterns using CT, FDG-PET and DCE-CT features in NSCLC. The model correctly classifies all tumors, and could therefore, aid tumor hypoxia classification and patient stratification. [ABSTRACT FROM AUTHOR]
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- 2017
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15. Ga-PSMA PET/CT: Joint EANM and SNMMI procedure guideline for prostate cancer imaging: version 1.0.
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Fendler, Wolfgang, Eiber, Matthias, Beheshti, Mohsen, Bomanji, Jamshed, Ceci, Francesco, Cho, Steven, Giesel, Frederik, Haberkorn, Uwe, Hope, Thomas, Kopka, Klaus, Krause, Bernd, Mottaghy, Felix, Schöder, Heiko, Sunderland, John, Wan, Simon, Wester, Hans-Jürgen, Fanti, Stefano, and Herrmann, Ken
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PROSTATE cancer ,DIAGNOSIS ,POSITRON emission tomography ,COMPUTED tomography ,PROSTATE-specific antigen ,MEDICAL protocols ,ACCURACY - Abstract
The aim of this guideline is to provide standards for the recommendation, performance, interpretation and reporting of Ga-PSMA PET/CT for prostate cancer imaging. These recommendations will help to improve accuracy, precision, and repeatability of Ga-PSMA PET/CT for prostate cancer essentially needed for implementation of this modality in science and routine clinical practice. [ABSTRACT FROM AUTHOR]
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- 2017
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16. The reconstruction algorithm used for [Ga]PSMA-HBED-CC PET/CT reconstruction significantly influences the number of detected lymph node metastases and coeliac ganglia.
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Krohn, Thomas, Birmes, Anita, Winz, Oliver, Drude, Natascha, Mottaghy, Felix, Behrendt, Florian, and Verburg, Frederik
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PROSTATE cancer ,POSITRON emission tomography ,COMPUTED tomography ,GANGLIA ,LYMPH nodes - Abstract
Purpose: To investigate whether the numbers of lymph node metastases and coeliac ganglia delineated on [Ga]PSMA-HBED-CC PET/CT scans differ among datasets generated using different reconstruction algorithms. Methods: Data were constructed using the BLOB-OS-TF, BLOB-OS and 3D-RAMLA algorithms. All reconstructions were assessed by two nuclear medicine physicians for the number of pelvic/paraaortal lymph node metastases as well the number of coeliac ganglia. Standardized uptake values (SUV) were also calculated in different regions. Results: At least one [Ga]PSMA-HBED-CC PET/CT-positive pelvic or paraaortal lymph node metastasis was found in 49 and 35 patients using the BLOB-OS-TF algorithm, in 42 and 33 patients using the BLOB-OS algorithm, and in 41 and 31 patients using the 3D-RAMLA algorithm, respectively, and a positive ganglion was found in 92, 59 and 24 of 100 patients using the three algorithms, respectively. Quantitatively, the SUVmean and SUVmax were significantly higher with the BLOB-OS algorithm than with either the BLOB-OS-TF or the 3D-RAMLA algorithm in all measured regions ( p < 0.001 for all comparisons). The differences between the SUVs with the BLOB-OS-TF- and 3D-RAMLA algorithms were not significant in the aorta (SUVmean, p = 0.93; SUVmax, p = 0.97) but were significant in all other regions ( p < 0.001 in all cases). The SUVmean ganglion/gluteus ratio was significantly higher with the BLOB-OS-TF algorithm than with either the BLOB-OS or the 3D-RAMLA algorithm and was significantly higher with the BLOB-OS than with the 3D-RAMLA algorithm ( p < 0.001 in all cases). Conclusion: The results of [Ga]PSMA-HBED-CC PET/CT are affected by the reconstruction algorithm used. The highest number of lesions and physiological structures will be visualized using a modern algorithm employing time-of-flight information. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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17. Intensity-modulated radiotherapy for prostate cancer implementing molecular imaging with 18F-choline PET-CT to define a simultaneous integrated boost.
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Pinkawa, Michael, Holy, Richard, Piroth, Marc, Klotz, Jens, Nussen, Sandra, Krohn, Thomas, Mottaghy, Felix, Weibrecht, Martin, Eble, Michael, Piroth, Marc D, Mottaghy, Felix M, and Eble, Michael J
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ANTINEOPLASTIC agents ,BIOPSY ,CHOLINE ,COMBINED modality therapy ,COMPARATIVE studies ,COMPUTED tomography ,DIAGNOSTIC imaging ,RESEARCH methodology ,MEDICAL cooperation ,COMPUTERS in medicine ,MOLECULAR diagnosis ,PROGNOSIS ,PROSTATE ,PROSTATE tumors ,RADIATION doses ,RADIOTHERAPY ,RESEARCH ,POSITRON emission tomography ,TUMOR classification ,EVALUATION research - Abstract
Copyright of Strahlentherapie und Onkologie is the property of Springer Nature and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2010
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18. No clinically relevant differences between positron emission tomography (PET) reconstructions based on low-dose or contrast-enhanced CT in combined integrated multiphase (18) F-Fluorethylcholine PET/CT for prostate cancer.
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Behrendt, Florian F, Lensing, Carina, Keil, Sebastian, Mottaghy, Felix M, and Verburg, Frederik A
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PROSTATE cancer treatment ,PROSTATE cancer patients ,POSITRON emission tomography ,COMPUTED tomography ,IMAGE quality analysis - Abstract
Objectives: To qualitatively and quantitatively compare the reconstructions of (18) F-Fluorethylcholine (FCH) positron emission tomography (PET) based on the non-enhanced X-ray computed tomography (neCT) and contrast-enhanced CT (ceCT) acquired in integrated PET/CT in prostate cancer (PCA) patients.Methods: We retrospectively analysed FCH-PET/CTs of 63 PCA patients. PET images were reconstructed using either neCT or ceCT for attenuation correction. Contrast-enhancement (HU) and mean and maximum standardised FDG uptake (SUVmean and SUVmax) were measured at eight anatomical sites, and PET images were evaluated for image quality and patient staging by two independent observers.Results: At all anatomical sites the HU values were significantly higher in the ceCT than in the neCT. This in turn led to increases in SUVmean and SUVmax that, although small in both absolute and relative terms, were highly consistent and thus statistically highly significant. However, assessment of the FCH-PET images reconstructed using either neCT or ceCT revealed no differences between observers or reconstructions with regard to patient staging (all κ = 1.0: excellent agreement; P = 1.0). Minor visual differences without clinical relevance were seen in 21 scans by observer 1 and in 22 scans by observer 2 (κ = 0.68, P < 0.001).Conclusions: There is no clinically relevant difference between reconstruction of PET images based on ceCT or neCT in FCH-PET/CT in patients with prostate cancer. Small quantitative differences exist, but do not lead to clinically relevant differences in visual quality or clinical assessment of patients. Therefore, CT scan may be used for attenuation correction. [ABSTRACT FROM AUTHOR]- Published
- 2016
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19. Multiparametric imaging of patient and tumour heterogeneity in non-small-cell lung cancer: quantification of tumour hypoxia, metabolism and perfusion.
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van Elmpt, Wouter, Zegers, Catharina, Reymen, Bart, Even, Aniek, Dingemans, Anne-Marie, Oellers, Michel, Wildberger, Joachim, Mottaghy, Felix, Das, Marco, Troost, Esther, and Lambin, Philippe
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NON-small-cell lung carcinoma ,IMAGING of cancer ,COMPUTED tomography ,POSITRON emission tomography ,IN vivo studies ,PATIENTS - Abstract
Purpose: Multiple imaging techniques are nowadays available for clinical in-vivo visualization of tumour biology. FDG PET/CT identifies increased tumour metabolism, hypoxia PET visualizes tumour oxygenation and dynamic contrast-enhanced (DCE) CT characterizes vasculature and morphology. We explored the relationships among these biological features in patients with non-small-cell lung cancer (NSCLC) at both the patient level and the tumour subvolume level. Methods: A group of 14 NSCLC patients from two ongoing clinical trials (NCT01024829 and NCT01210378) were scanned using FDG PET/CT, HX4 PET/CT and DCE CT prior to chemoradiotherapy. Standardized uptake values (SUV) in the primary tumour were calculated for the FDG and hypoxia HX4 PET/CT scans. For hypoxia imaging, the hypoxic volume, fraction and tumour-to-blood ratio (TBR) were also defined. Blood flow and blood volume were obtained from DCE CT imaging. A tumour subvolume analysis was used to quantify the spatial overlap between subvolumes. Results: At the patient level, negative correlations were observed between blood flow and the hypoxia parameters (TBR >1.2): hypoxic volume (−0.65, p = 0.014), hypoxic fraction (−0.60, p = 0.025) and TBR (−0.56, p = 0.042). At the tumour subvolume level, hypoxic and metabolically active subvolumes showed an overlap of 53 ± 36 %. Overlap between hypoxic sub-volumes and those with high blood flow and blood volume was smaller: 15 ± 17 % and 28 ± 28 %, respectively. Half of the patients showed a spatial mismatch (overlap <5 %) between increased blood flow and hypoxia. Conclusion: The biological imaging features defined in NSCLC tumours showed large interpatient and intratumour variability. There was overlap between hypoxic and metabolically active subvolumes in the majority of tumours, there was spatial mismatch between regions with high blood flow and those with increased hypoxia. [ABSTRACT FROM AUTHOR]
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- 2016
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20. Reliability of sentinel node procedure for lymph node staging in prostate cancer patients at high risk for lymph node involvement.
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Van den Bergh, Laura, Joniau, Steven, Haustermans, Karin, Deroose, Christophe M., Isebaert, Sofie, Oyen, Raymond, Mottaghy, Felix M., Ameye, Filip, Berkers, Joost, Van Poppel, Hendrik, and Lerut, Evelyne
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LYMPH node surgery ,RISK of metastasis ,ADENOCARCINOMA ,COMPUTED tomography ,LONGITUDINAL method ,MAGNETIC resonance imaging ,PROSTATE tumors ,PROSTATECTOMY ,RADIONUCLIDE imaging ,RELIABILITY (Personality trait) ,RESEARCH funding ,DATA analysis software ,DESCRIPTIVE statistics ,SENTINEL lymph node biopsy ,DISEASE complications - Abstract
Aim. To investigate the reliability of a sentinel node (SN) procedure for nodal staging in prostate cancer (PCa) patients at high risk for lymph node (LN) involvement. Material and methods. Seventy-four patients with localized prostate adenocarcinoma, who were clinically node-negative and had a risk of LN involvement of ≥ 10% (Partin tables), were prospectively enrolled. Upon intraprostatic 99mTc-nanocolloid injection, they underwent planar scintigraphy and SPECT imaging. Surgical removal of the SN, located by means of a gamma probe, was completed with a superextended LN dissection (seLND) as a reference and followed by radical prostatectomy. Results. In total, 470 SN (median 6, IQR 3-9) were scintigraphically detected of which 371 (median 4, IQR 2-6) were located by gamma probe and selectively removed during surgery (79%). Histopathology confirmed LN metastases in 37 patients (50%) having 106 affected LN in total (median number per patient 2, IQR 1-4). Twenty-eight patients were node positive (N+) based on the analysis of the resected SN. However, the seLND that was performed as a reference revealed nine additional N+ patients resulting in a sensitivity of 76% (28/37). In total, 15 of 37 patients (41%) had metastases in SN only and could have been spared seLND to remove all affected nodes. Conclusion. We found a relatively low sensitivity when addressing the SN procedure for nodal staging in PCa patients at high risk for LN involvement. Importantly, only less than half of the N+ patients could have been spared a seLND to remove all affected lymphoid tissue. [ABSTRACT FROM AUTHOR]
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- 2015
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21. Retrospective quality control review of FDG scans in the imaging sub-study of PALETTE EORTC 62072/VEG110727: a randomized, double-blind, placebo-controlled phase III trial.
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Hristova, Ivalina, Boellaard, Ronald, Vogel, Wouter, Mottaghy, Felix, Marreaud, Sandrine, Collette, Sandra, Schöffski, Patrick, Sanfilippo, Roberta, Dewji, Raz, Graaf, Winette, and Oyen, Wim
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DISEASE progression ,BIOMARKERS ,DIAGNOSTIC imaging ,PLACEBOS ,CLINICAL trials ,POSITRON emission tomography ,COMPUTED tomography - Abstract
Purpose: F-Labelled fluorodeoxyglucose (FDG) can detect early changes in tumour metabolism and may be a useful quantitative imaging biomarker (QIB) for prediction of disease stabilization, response and duration of progression-free survival (PFS). Standardization of imaging procedures is a prerequisite, especially in multicentre clinical trials. In this study we reviewed the quality of FDG scans and compliance with the imaging guideline (IG) in a phase III clinical trial. Methods: Forty-four cancer patients were enroled in an imaging sub-study of a randomized international multicentre trial. FDG scan had to be performed at baseline and 10-14 days after treatment start. The image transmittal forms (ITFs) and Digital Imaging and Communications in Medicine (DICOM) [] standard headers were analysed for compliance with the IG. Mean liver standardized uptake values (LSUV) were measured as recommended by positron emission tomography (PET) Response Criteria in Solid Tumors 1.0 (PERCIST) []. Results: Of 88 scans, 81 were received (44 patients); 36 were properly anonymized; 77/81 serum glucose values submitted, all but one within the IG. In 35/44 patients both scans were of sufficient visual quality. In 22/70 ITFs the reported UT differed by >1 min from the DICOM headers (max. difference 1 h 4 min). Based on the DICOM, UT compliance for both scans was 31.4 %. LSUV was fairly constant for the 11 patients with UT compliance: 2.30 ± 0.33 at baseline and 2.27 ± 0.48 at follow-up (FU). Variability substantially increased for the subjects with unacceptable UT (11 patients): 2.27 ± 1.04 at baseline and 2.18 ± 0.83 at FU. Conclusion: The high attrition number of patients due to low compliance with the IG compromised the quantitative assessment of the predictive value for early response monitoring. This emphasizes the need for better regulated procedures in imaging departments, which may be achieved by education of involved personnel or efforts towards regulations. LSUV could be monitored to assess quality and compliance in an FDG PET/CT study. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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22. 99mTc Radiolabeling and Biological Evaluation of Nanoparticles Functionalized with a Versatile Coating Ligand.
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Felber, Michael, Bauwens, Matthias, Mateos, José M., Imstepf, Sebastian, Mottaghy, Felix M., and Alberto, Roger
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RADIOLABELING ,PHOTON emission ,COMPUTED tomography ,LIGANDS (Chemistry) ,GOLD nanoparticles - Abstract
Radiolabeling allows noninvasive imaging by single photon emission computed tomography (SPECT) or positron emission tomography (PET) for assessing the biodistribution of nanostructures. Herein, the synthesis of a new coating ligand for gold nanoparticles (AuNPs) and quantum dots (QDs) is reported. This ligand is multifunctional; it combines the metal chelate with conjugating functions to biological vectors. The concept allows the coupling of any targeting function to the chelator; an example for the prostate specific membrane antigen is given. Derivatized NPs can directly be labeled in one step with [
99m Tc(OH2 )3 (CO)3 ]+ . AuNPs in particular are highly stable, a prerequisite for in vivo studies excluding misinterpretation of the biodistribution data. AuNPs with differing sizes (7 and 14 nm core diameter) were administered intravenously into nude NMRI mice bearing LNCaP xenografts. MicroSPECT images show for both probes rapid clearance from the blood pool through the hepatobiliary pathway. The 7 nm AuNPs revealed a significantly higher bone uptake than the 14 nm AuNPs. The high affinity towards bone mineral is further confirmed in vitro with hydroxyapatite. [ABSTRACT FROM AUTHOR]- Published
- 2015
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23. Diagnosis of Brachiocephalic Thrombophlebitis as the Cause of Fever of Unknown Origin by 18F-FDG-PET/CT.
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Demirev, Anastas, Brans, Boudewijn, Vanmolkot, Floris, De Graaf, Rick, Mottaghy, Felix, and Bucerius, Jan
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BRACHIOCEPHALIC veins ,DIAGNOSIS of fever ,THROMBOPHLEBITIS ,FLUORODEOXYGLUCOSE F18 ,COMPUTED tomography ,PATIENTS - Abstract
Copyright of Molecular Imaging & Radionuclide Therapy is the property of Galenos Yayinevi Tic. LTD. STI and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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- 2015
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24. Diagnosis of Pulmonary Embolism: Conventional Ventilation/Perfusion SPECT Is Superior to the Combination of Perfusion SPECT and Nonenhanced CT.
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Palmowski, Karin, Oltmanns, Ute, Kreuter, Michael, Mottaghy, Felix M., Palmowski, Moritz, and Behrendt, Florian F.
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PULMONARY embolism ,COMPARATIVE studies ,COMPUTED tomography ,NONPARAMETRIC statistics ,PERFUSION ,STATISTICS ,VENTILATION ,DATA analysis ,SINGLE-photon emission computed tomography ,DATA analysis software ,DIAGNOSIS - Abstract
Background: Ventilation/perfusion single-emission photon CT (V/P-SPECT) is widely used to detect pulmonary embolism (PE). Any pathological deficit on P-SPECT with a corresponding unremarkable V-SPECT is considered an embolism. This means that a deficit on P-SPECT with a corresponding deficit on the ventilation scan correlates with other lung pathologies such as pneumonia, bullous emphysema or tumor. In principle, it is possible to identify any of these lung pathologies on nonenhanced chest CT and so this technique has the potential to replace V-SPECT in the diagnosis of PE. Today, SPECT/CT hybrid imaging systems are increasingly applied in clinical routines. Objectives: We investigated whether embolism can be diagnosed using a combined P-SPECT/CT hybrid imaging approach without V-SPECT. Methods: Ninety-three patients with clinically suspected embolism were investigated with standard V/P-SPECT and a nonenhanced CT scan on a combined SPECT/CT system. A diagnosis of embolism was based on V/P-SPECT (gold standard). P-SPECT/CT datasets were blinded and analyzed without any knowledge of the V-SPECT data. The accuracy of P-SPECT/CT was compared to the gold standard. Results: Embolism was diagnosed in 24/93 patients using V/P-SPECT. In total, 57 lung lobes were affected. P-SPECT/CT significantly (p < 0.01) overdiagnosed embolism in nonaffected patients. In total, 36 cases with 88 affected lung lobes were shown. The sensitivity was 95.8%, the specificity 82.6%, the false-negative rate 4.2% and the false-positive rate 17.3%. Conclusions: Our results demonstrate that a nonenhanced CT scan in a novel hybrid imaging system cannot replace V-SPECT in the scintigraphy-based diagnosis of PE. V-SPECT increases specificity and reduces the number of false-positive results when compared to 'perfusion-only' SPECT/CT. © 2014 S. Karger AG, Basel [ABSTRACT FROM AUTHOR]
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- 2014
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25. I PET/CT in the pretherapeutic staging of differentiated thyroid carcinoma: comparison with posttherapy I SPECT/CT.
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Pont, Cecile, Halders, Servais, Bucerius, Jan, Mottaghy, Felix, and Brans, Boudewijn
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THYROID cancer ,POSITRON emission tomography ,COMPUTED tomography ,NUCLEAR medicine ,PHOTON emission - Abstract
Purpose: To compare pretherapy I PET/CT and posttherapy I SPECT/CT in the identification of pathological lesions and the staging of patients with differentiated thyroid carcinoma. Methods: I SPECT with low-dose CT in addition to a standard whole-body scan was performed 5 days following I therapy with the administration of 1,110-7,728 MBq. Pretherapy I PET/CT was done 24 h and 96 h after oral ingestion of 20-28 MBq, including a noncontrast high-dose CT scan. Scans were evaluated by two independent experienced nuclear physicians. In addition to the total number of lesions found, patient-based analyses and lesion-based analyses were performed to ascertain the discrepancies between the findings of the two scanning techniques, as well as to evaluate the clinical impact of the findings. Results: A group of 20 consecutive patients were analysed. In the lesion-based analysis, a total of 62 foci were found with all modalities together. Of these, I PET/CT found 57 (92 %), I SPECT/CT 50 (81 %) and planar imaging 39 (63 %). In the patient-based analysis, in 50 % of patients complete concordance between the findings of I PET and I SPECT was seen, in 5 % complete discordance and in the remaining 45 % partial discordance, i.e. a focus or some foci seen with both modalities but another or others seen more or less with one or other modality. In 5 of the 20 patients (25 %), tumour stage was changed according to the findings of one of the modalities. In 60 % of these patients this was only with the findings of I PET/CT. Conclusion: This study showed that I PET/CT is preferred over I imaging for staging differentiated thyroid carcinoma. [ABSTRACT FROM AUTHOR]
- Published
- 2013
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26. Study-Parameter Impact in Quantitative 90-Yttrium PET Imaging for Radioembolization Treatment Monitoring and Dosimetry.
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Goedicke, Andreas, Berker, Yannick, Verburg, Frederik Anton, Behrendt, Florian Friedrich, Winz, Oliver, and Mottaghy, Felix Manuel
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YTTRIUM-90 radioembolization ,RADIATION dosimetry ,POSITRON emission tomography ,LIVER cancer ,TOMOGRAPHY ,IMAGE reconstruction ,CALIBRATION ,IMAGING phantoms - Abstract
A small positron-generating branch in 90-Yttrium (^90Y) decay enables post-therapy dose assessment in liver cancer radioembolization treatment. The aim of this study was to validate clinical ^90Y positron emission tomography (PET) quantification, focusing on scanner linearity as well as acquisition and reconstruction parameter impact on scanner calibration. Data from three dedicated phantom studies (activity range: 55.2 MBq–2.1 GBq) carried out on a Philips Gemini TF 16 PET/CT scanner were analyzed after reconstruction with up to 361 parameter configurations. For activities above 200 MBq, scanner linearity could be confirmed with relative error margins <4%. An acquisition-time-normalized calibration factor of 1.04 MBq\cdots/CNTS was determined for the employed scanner. Stable activity convergence was found in hot phantom regions with relative differences in summed image intensities between -3.6% and +2.4%. Absolute differences in background noise artifacts between -79.9% and +350% were observed. Quantitative accuracy was dominated by subset size selection in the reconstruction. Using adequate segmentation and optimized acquisition parameters, the average activity recovery error induced by the axial scanner sensitivity profile was reduced to +2.4\%\pm 3.4\% (mean \pm standard deviation). We conclude that post-therapy dose assessment in ^90Y PET can be improved using adapted parameter setups. [ABSTRACT FROM AUTHOR]
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- 2013
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27. Reproducibility of CT-Based Hepatocellular Carcinoma Radiomic Features across Different Contrast Imaging Phases: A Proof of Concept on SORAMIC Trial Data.
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Ibrahim, Abdalla, Widaatalla, Yousif, Refaee, Turkey, Primakov, Sergey, Miclea, Razvan L., Öcal, Osman, Fabritius, Matthias P., Ingrisch, Michael, Ricke, Jens, Hustinx, Roland, Mottaghy, Felix M., Woodruff, Henry C., Seidensticker, Max, and Lambin, Philippe
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DIGITAL image processing ,RESEARCH evaluation ,GENE expression ,DESCRIPTIVE statistics ,COMPUTED tomography ,STATISTICAL models ,OLIGONUCLEOTIDE arrays ,HEPATOCELLULAR carcinoma - Abstract
Simple Summary: Radiomics has been reported to have potential for correlating with clinical outcomes. However, handcrafted radiomic features (HRFs)—the quantitative features extracted from medical images—are limited by their sensitivity to variations in scanning parameters. Furthermore, radiomics analyses require big data with good quality to achieve desirable performances. In this study, we investigated the reproducibility of HRFs between scans acquired with the same scanning parameters except for the imaging phase (arterial and portal venous phases) to assess the possibilities of merging scans from different phases or replacing missing scans from a phase with other phases to increase data entries. Additionally, we assessed the potential of ComBat harmonization to remove batch effects attributed to this variation. Our results show that the majority of HRFs were not reproducible between the arterial and portal venous phases before or after ComBat harmonization. We provide a guide for analyzing scans of different imaging phases. Handcrafted radiomic features (HRFs) are quantitative imaging features extracted from regions of interest on medical images which can be correlated with clinical outcomes and biologic characteristics. While HRFs have been used to train predictive and prognostic models, their reproducibility has been reported to be affected by variations in scan acquisition and reconstruction parameters, even within the same imaging vendor. In this work, we evaluated the reproducibility of HRFs across the arterial and portal venous phases of contrast-enhanced computed tomography images depicting hepatocellular carcinomas, as well as the potential of ComBat harmonization to correct for this difference. ComBat harmonization is a method based on Bayesian estimates that was developed for gene expression arrays, and has been investigated as a potential method for harmonizing HRFs. Our results show that the majority of HRFs are not reproducible between the arterial and portal venous imaging phases, yet a number of HRFs could be used interchangeably between those phases. Furthermore, ComBat harmonization increased the number of reproducible HRFs across both phases by 1%. Our results guide the pooling of arterial and venous phases from different patients in an effort to increase cohort size, as well as joint analysis of the phases. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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28. Reply to Orlhac, F.; Buvat, I. Comment on "Ibrahim et al. The Effects of In-Plane Spatial Resolution on CT-Based Radiomic Features' Stability with and without ComBat Harmonization. Cancers 2021, 13 , 1848".
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Ibrahim, Abdalla, Refaee, Turkey, Primakov, Sergey, Barufaldi, Bruno, Acciavatti, Raymond J., Granzier, Renée W. Y., Hustinx, Roland, Mottaghy, Felix M., Woodruff, Henry C., Wildberger, Joachim E., Lambin, Philippe, and Maidment, Andrew D. A.
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DIGITAL image processing ,BIOMARKERS ,COMPUTED tomography ,IMAGING phantoms - Published
- 2021
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29. The Effects of In-Plane Spatial Resolution on CT-Based Radiomic Features' Stability with and without ComBat Harmonization.
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Ibrahim, Abdalla, Refaee, Turkey, Primakov, Sergey, Barufaldi, Bruno, Acciavatti, Raymond J., Granzier, Renée W. Y., Hustinx, Roland, Mottaghy, Felix M., Woodruff, Henry C., Wildberger, Joachim E., Lambin, Philippe, Maidment, Andrew D. A., Stadlbauer, Andreas, Meyer-Baese, Anke, and Zimmermann, Max
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DIGITAL image processing ,BIOMARKERS ,CONCEPTUAL structures ,DESCRIPTIVE statistics ,COMPUTED tomography ,IMAGING phantoms ,STATISTICAL correlation - Abstract
Simple Summary: Handcrafted radiomic features (HRFs) are quantitative features extracted from medical images, and they are mined for associations with different clinical endpoints. While many studies reported on the potential of HRFs to unravel clinical endpoints, the sensitivity of HRFs to variations in scanning parameters is affecting the inclusion of radiomic signatures in clinical decision-making. In this study, we investigated the effects of variations in the in-plane resolution of scans, while all other scanning parameters were fixed. Moreover, we investigated the effects of ten different image resampling methods and ComBat harmonization on the reproducibility of HRFs. Our results show that the majority of HRFs are significantly and variably affected by the differences in in-plane resolution. The majority of image resampling methods resulted in a higher number of reproducible HRFs compared to ComBat harmonization. Our developed framework guides identifying the reproducible and harmonizable HRFs in different scenarios. While handcrafted radiomic features (HRFs) have shown promise in the field of personalized medicine, many hurdles hinder its incorporation into clinical practice, including but not limited to their sensitivity to differences in acquisition and reconstruction parameters. In this study, we evaluated the effects of differences in in-plane spatial resolution (IPR) on HRFs, using a phantom dataset (n = 14) acquired on two scanner models. Furthermore, we assessed the effects of interpolation methods (IMs), the choice of a new unified in-plane resolution (NUIR), and ComBat harmonization on the reproducibility of HRFs. The reproducibility of HRFs was significantly affected by variations in IPR, with pairwise concordant HRFs, as measured by the concordance correlation coefficient (CCC), ranging from 42% to 95%. The number of concordant HRFs (CCC > 0.9) after resampling varied depending on (i) the scanner model, (ii) the IM, and (iii) the NUIR. The number of concordant HRFs after ComBat harmonization depended on the variations between the batches harmonized. The majority of IMs resulted in a higher number of concordant HRFs compared to ComBat harmonization, and the combination of IMs and ComBat harmonization did not yield a significant benefit. Our developed framework can be used to assess the reproducibility and harmonizability of RFs. [ABSTRACT FROM AUTHOR]
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- 2021
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30. Special Issue: Emerging Technologies for Medical Imaging Diagnostics, Monitoring and Therapy of Cancers.
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Beheshti, Mohsen and Mottaghy, Felix M.
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MEDICAL technology , *DIAGNOSTIC imaging , *CANCER treatment , *MEDICAL specialties & specialists , *COMPUTED tomography - Abstract
By reviewing the current data, Lang et al. [3] showed the promising impact of biomarkers derived from PET/CT for the development of personalized treatment strategies, especially concerning the choice of therapy, longitudinal management of the disease and prognostic aspects. In line with the diagnostic potentials of PET/CT imaging, Paymani et al. [7] evaluated the diagnostic performance of 18F-Fluorocholine and 68Ga-PSMA PET/CT in prostate cancer, two potential radiotracers that have been presented in recent years. In another review article, Yordanova et al. [2] showed the promising new agents in the molecular imaging and therapy of neuroendocrine tumors (NETs), novel combination therapies and new applications of existing molecular imaging modalities in nuclear medicine. Additional Value of 2-[ 18 F]FDG PET/CT Comparing to MRI in Treatment Approach of Anal Cancer Patients. [Extracted from the article]
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- 2021
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31. Use of integrated FDG-PET/CT in sarcoidosis
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Krüger, Stefan, Buck, Andreas Konrad, Mottaghy, Felix Manuel, Pauls, Sandra, Schelzig, Hubert, Hombach, Vinzenz, and Reske, Sven Norbert
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SARCOIDOSIS , *LUNG cancer , *METASTASIS , *POSITRON emission tomography - Abstract
Abstract: We studied five patients with mediastinal lymph node enlargement suggestive of malignant lymphoma, lung cancer, or sarcoidosis. Integrated [18F]fluorodeoxyglucose (FDG)-positron emission tomography (PET)/computed tomography (CT) was performed on all patients. Sarcoidosis can be a pitfall in PET/CT imaging, which may lead to false-positive results of malignancy. Increased FDG uptake in mediastinal lymph nodes is often comparable with malignant lymphoma or lymph node metastases. Histological confirmation of the lesions should be mandatory, except for patients in whom sarcoidosis can be accurately confirmed by other diagnostic methods. [Copyright &y& Elsevier]
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- 2008
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32. 2-[18F]FDG PET/CT radiomics in lung cancer: An overview of the technical aspect and its emerging role in management of the disease.
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Manafi-Farid, Reyhaneh, Karamzade-Ziarati, Najme, Vali, Reza, Mottaghy, Felix M., and Beheshti, Mohsen
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RADIOMICS , *POSITRON emission tomography computed tomography , *LUNG cancer , *NON-small-cell lung carcinoma , *COMPUTED tomography , *DISEASE management , *OCCUPATIONAL mortality - Abstract
• 18FDG PET/CT-derived radiomics seems promising in non-invasive tracking of tumor biology in lung cancer and predicting tumor characteristics. It also provides valuable prognostic information. • The standardization of the technical, teaching and validation methods is essential for implementing radiomics analysis in clinical practice. Lung cancer is the most common cancer, worldwide, and a major health issue with a remarkable mortality rate. 2-[18F]fluoro-2-deoxy-D-glucose positron emission tomography/computed tomography (2-[18F]FDG PET/CT) plays an indispensable role in the management of lung cancer patients. Long-established quantitative parameters such as size, density, and metabolic activity have been and are being employed in the current practice to enhance interpretation and improve diagnostic and prognostic value. The introduction of radiomics analysis revolutionized the quantitative evaluation of medical imaging, revealing data within images beyond visual interpretation. The "big data" are extracted from high-quality images and are converted into information that correlates to relevant genetic, pathologic, clinical, or prognostic features. Technically advanced, diverse methods have been implemented in different studies. The standardization of image acquisition, segmentation and features analysis is still a debated issue. Importantly, a body of features has been extracted and employed for diagnosis, staging, risk stratification, prognostication, and therapeutic response. 2-[18F]FDG PET/CT-derived features show promising value in non-invasively diagnosing the malignant nature of pulmonary nodules, differentiating lung cancer subtypes, and predicting response to different therapies as well as survival. In this review article, we aimed to provide an overview of the technical aspects used in radiomics analysis in non-small cell lung cancer (NSCLC) and elucidate the role of 2-[18F]FDG PET/CT-derived radiomics in the diagnosis, prognostication, and therapeutic response. [ABSTRACT FROM AUTHOR]
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- 2021
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33. Clustering of multi-parametric functional imaging to identify high-risk subvolumes in non-small cell lung cancer.
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Even, Aniek J.G., Reymen, Bart, La Fontaine, Matthew D., Das, Marco, Mottaghy, Felix M., Belderbos, José S.A., De Ruysscher, Dirk, Lambin, Philippe, and van Elmpt, Wouter
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NON-small-cell lung carcinoma , *CANCER treatment , *CANCER radiotherapy , *BLOOD flow , *PHENOTYPES , *COMPUTED tomography , *DIAGNOSIS - Abstract
Background and purpose We aimed to identify tumour subregions with characteristic phenotypes based on pre-treatment multi-parametric functional imaging and correlate these subregions to treatment outcome. The subregions were created using imaging of metabolic activity (FDG-PET/CT), hypoxia (HX4-PET/CT) and tumour vasculature (DCE-CT). Materials and methods 36 non-small cell lung cancer (NSCLC) patients underwent functional imaging prior to radical radiotherapy. Kinetic analysis was performed on DCE-CT scans to acquire blood flow (BF) and volume (BV) maps. HX4-PET/CT and DCE-CT scans were non-rigidly co-registered to the planning FDG-PET/CT. Two clustering steps were performed on multi-parametric images: first to segment each tumour into homogeneous subregions (i.e. supervoxels) and second to group the supervoxels of all tumours into phenotypic clusters. Patients were split based on the absolute or relative volume of supervoxels in each cluster; overall survival was compared using a log-rank test. Results Unsupervised clustering of supervoxels yielded four independent clusters. One cluster (high hypoxia, high FDG, intermediate BF/BV) related to a high-risk tumour type: patients assigned to this cluster had significantly worse survival compared to patients not in this cluster ( p = 0.035). Conclusions We designed a subregional analysis for multi-parametric imaging in NSCLC, and showed the potential of subregion classification as a biomarker for prognosis. This methodology allows for a comprehensive data-driven analysis of multi-parametric functional images. [ABSTRACT FROM AUTHOR]
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- 2017
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34. Metabolic tumour volume of anal carcinoma on (18)FDG PET/CT before combined radiochemotherapy is the only independant determinant of recurrence free survival.
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Mohammadkhani Shali, Siamak, Schmitt, Vanessa, Behrendt, Florian F., Winz, Oliver H., Heinzel, Alexander, Mottaghy, Felix M., Eble, Michael J., and Verburg, Frederik A.
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ANAL cancer , *CHEMORADIOTHERAPY , *COMPUTED tomography , *TUMORS , *DIAGNOSIS , *PATIENTS - Abstract
Aim: to determine whether [(18)F]2-fluoro-2-deoxyglucose (FDG) positron emission tomography and X-ray computed tomography (PET/CT) findings and metabolic parameters before combined chemo- and radiotherapy (CRT) have a prognostic value in patients with anal carcinoma.Materials and Methods: 45 patients with anal cancer who underwent pre-treatment FDG-PET/CT were included. Metabolic parameters, recurrence and anal carcinoma specific survival were analyzed.Results: SUV max and metabolic volume of the primary tumour were significantly higher in patients with lymph node or distant metastases than in those with locally confined disease (p=0.020 and p=0.015, respectively). The extent of disease (local tumour only, lymph node or distant metastases) was highly predictive of both for recurrence free and disease specific survival (p=0.010 and p<0.001, respectively). Recurrence free (p=0.010) and anal carcinoma specific survival (p=0.006) differed significantly between patients with a metabolic volume ≤45ml and >45ml. Multivariate analysis revealed that a metabolic volume >45ml was the only significant independent determinant (p=0.19) for recurrence free survival whereas for anal carcinoma specific survival the extent of disease was identified as the only significant independent determinant (p=0.002).Conclusions: the extent of disease on FDG PET/CT before combined radio-chemotherapy is strongly predictive of prognosis in anal cancer. Furthermore, patients with a large metabolic volume of the primary tumour (>45ml) are at significantly higher risk of recurrence. [ABSTRACT FROM AUTHOR]- Published
- 2016
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35. Negative 18F-2-fluorodeoxyglucose PET/CT predicts good cancer specific survival in patients with a suspicion of recurrent ovarian cancer.
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Hebel, Carolin B., Behrendt, Florian F., Heinzel, Alexander, Krohn, Thomas, Mottaghy, Felix M., Bauerschlag, Dirk O., and Verburg, Frederik A.
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POSITRON emission tomography , *COMPUTED tomography , *CANCER tomography , *OVARIAN cancer diagnosis , *CANCER relapse , *FOLLOW-up studies (Medicine) - Abstract
Abstract: Aim: The aim of the present study was to investigate the diagnostic and prognostic value of combined 18F-2-fluorodeoxyglucose positron emission tomography and contrast enhanced X-ray computed tomography (FDG-PET/CT) in women with a suspicion of recurrent ovarian cancer. Patients and methods: We retrospectively reviewed 48 patients with a suspicion of recurrent ovarian cancer who were referred to our department for combined FDG-PET/CT. Results: Median follow-up was 25 months. 38/48 (79%) patients showed pathological findings on PET/CT. 17/48 (35%) of patients died of ovarian cancer. One FDG-PET/CT was false positive and one was false negative, leading to a sensitivity and positive predictive value of 97% and a specificity and negative predictive value of 90%. 33/48 (69%) underwent a change in therapy following FDG-PET/CT. There was a significantly better survival in FDG-PET/CT negative than in positive patients (p =0.04). In the FDG-PET/CT negative group no patients had died of ovarian cancer during follow-up. Remarkably, there was no difference in survival between patients who only had peritoneal metastases on FDG-PET/CT and those who also had extraperitoneal metastases (p =0.71). Conclusion: A negative FDG-PET/CT has a high negative predictive value for the presence of disease and, more importantly, is associated with a very good disease-specific survival rate. [Copyright &y& Elsevier]
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- 2014
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36. Body surface area adapted iopromide 300mg/ml versus 370mg/ml contrast medium injection protocol: Influence on quantitative and clinical assessment in combined PET/CT.
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Verburg, Frederik A., Apitzsch, Jonas, Lensing, Carina, Kuhl, Christiane K., Pietsch, Hubertus, Mottaghy, Felix M., and Behrendt, Florian F.
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BODY surface area , *IOHEXOL , *VENA cava inferior , *INTRAVENOUS injections , *POSITRON emission tomography , *COMPUTED tomography - Abstract
Abstract: Purpose: To investigate the quantitative and qualitative differences between combined positron emission tomography and computed X-ray tomography (PET/CT) enhanced with contrast medium with either an iodine concentration 300mg/ml or 370mg/ml. Materials and methods: 120 consecutive patients scheduled for F-18-Fluorodeoxyglucose (FDG) PET/CT were included. The first (second) 60 patients received contrast medium with 300 (370) mg iodine/ml. Intravenous injection protocols were adapted for an identical iodine delivery rate (1.3mg/s) and body surface area (BSA) adapted iodine dose (22.26gI/m2). Maximum and mean standardized uptake values (SUVmax; SUVmean) and contrast enhancement (HU) were determined in the ascending aorta, the abdominal aorta, the inferior vena cava, the portal vein, the liver and the right kidney in the venous contrast medium phase. PET data were evaluated visually for the presence of malignancy and image quality. Results: Both media caused significantly higher values for HU, SUVmean and SUVmax for the enhanced PET/CT than the non-enhanced one (all p <0.01). There were no significant differences in the degree of increase of HU, SUVmean and SUVmax between the two contrast media at any anatomic site (all p >0.05). Visual evaluation of lesions showed no differences between contrast and non-contrast PET/CT or between the two different contrast media (p =0.77). Conclusion: When using a constant iodine delivery rate and total iodine dose in a BSA adapted injection protocol, there are no quantitative or qualitative differences in either CT or PET between contrast media with an iodine concentration of 300mg/ml and 370mg/ml, respectively. [Copyright &y& Elsevier]
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- 2013
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37. Accuracy of a clinical PET/CT vs. a preclinical μPET system for monitoring treatment effects in tumour xenografts.
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Palmowski, Karin, Winz, Oliver, Rix, Anne, Bzyl, Jessica, Behrendt, Florian F., Verburg, Frederic A., Mottaghy, Felix M., and Palmowski, Moritz
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DIAGNOSTIC imaging , *COMPUTED tomography , *POSITRON emission tomography , *IMAGING systems , *XENOGRAFTS , *DRUG development , *CANCER treatment - Abstract
Abstract: Purpose: Small animal imaging is of growing importance for preclinical research and drug development. Tumour xenografts implanted in mice can be visualized with a clinical PET/CT (cPET); however, it is unclear whether early treatment effects can be monitored. Thus, we investigated the accuracy of a cPET versus a preclinical μPET using 18F-FDG for assessing early treatment effects. Materials and methods: The spatial resolution and the quantitative accuracy of a clinical and preclinical PET were evaluated in phantom experiments. To investigate the sensitivity for assessing treatment response, A431 tumour xenografts were implanted in nude mice. Glucose metabolism was measured in untreated controls and in two therapy groups (either one or four days of antiangiogenic treatment). Data was validated by γ-counting of explanted tissues. Results: In phantom experiments, cPET enabled reliable separation of boreholes≥5mm whereas μPET visualized boreholes≥2mm. In animal studies, μPET provided significantly higher tumour-to-muscle ratios for untreated control tumours than cPET (3.41±0.87 vs. 1.60±.0.28, respectively; p <0.01). During treatment, cPET detected significant therapy effects at day 4 (p <0.05) whereas μPET revealed highly significant therapy effects even at day one (p <0.01). Correspondingly, γ-counting of explanted tumours indicated significant therapy effects at day one and highly significant treatment response at day 4. Correlation with γ-counting was good for cPET (r =0.74; p <0.01) and excellent for μPET (r =0.85; p <0.01). Conclusion: Clinical PET is suited to investigate tumour xenografts≥5mm at an advanced time-point of treatment. For imaging smaller tumours or for the sensitive assessment of very early therapy effects, μPET should be preferred. [Copyright &y& Elsevier]
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- 2013
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38. The influence of different contrast medium concentrations and injection protocols on quantitative and clinical assessment of FDG–PET/CT in lung cancer.
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Verburg, Frederik A., Kuhl, Christiane K., Pietsch, Hubertus, Palmowski, Moritz, Mottaghy, Felix M., and Behrendt, Florian F.
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COMPUTED tomography , *CONTRAST media , *POSITRON emission tomography , *LUNG cancer , *SUBCLAVIAN veins , *MAGNETIC resonance imaging - Abstract
Abstract: Objectives: To compare the effects of two different contrast medium concentrations for use in computed X-ray tomography (CT) employing two different injection protocols on positron emission tomography (PET) reconstruction in combined 2-18F-desoxyglucose (FDG) PET/CT in patients with a suspicion of lung cancer. Methods: 120 patients with a suspicion of lung cancer were enrolled prospectively. PET images were reconstructed with the non-enhanced and venous phase contrast CT obtained after injection of iopromide 300mg/ml or 370mg/ml using either a fixed-dose or a body surface area adapted injection protocol. Maximum and mean standardized uptake values (SUVmax and SUVmean) and contrast enhancement (HU) were determined in the subclavian vein, ascending aorta, abdominal aorta, inferior vena cava, portal vein, liver and kidney and in the suspicious lung lesion. PET data were evaluated visually for the presence of malignancy and image quality. Results: At none of the sites a significant difference in the extent of the contrast enhancement between the four different protocols was found. However, the variability of the contrast enhancement at several anatomical sites was significantly greater in the fixed dose groups than in the BSA groups for both contrast medium concentrations. At none of the sites a significant difference was found in the extent of the SUVmax and SUVmean increase as a result of the use of the venous phase contrast enhanced CT for attenuation. Visual clinical evaluation of lesions showed no differences between contrast and non-contrast PET/CT (P =0.32). Conclusions: Contrast enhanced CT for attenuation correction in combined PET/CT in lung cancer affects neither the clinical assessment nor image quality of the PET-images. A body surface adapted contrast medium protocol reduces the interpatient variability in contrast enhancement. [ABSTRACT FROM AUTHOR]
- Published
- 2013
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