Abnormality Pattern of F-18 FDG PET Whole Body with Functional MRI Brain in Post-Acute COVID-19

Summary Aims: An explorative analysis of the diagnostic as well as therapeutic impact of 18F-FDG whole body PET on patients with various tumours in the setting of an university hospital radiation therapy was performed. Patients and methods: 222 FDG PET investigations (148 initial stagings, 74 restagings) in 176 patients with diverse tumour entities (37 lung carcinoma, 15 gastrointestinal tumours, 38 head and neck cancer, 30 lymphoma, 37 breast cancer, 19 sarcoma and 16 other carcinomas) were done. All PET scans were evaluated in an interdisciplinary approach and consecutively confirmed by other imaging modalities or biopsy. Unconfirmed PET findings were ignored. Proportions of verified PET findings, additional diagnostic information (diagnostic impact) and changes of the therapeutic concept intended and documented before PET with special emphasis on radiooncological decisions (therapeutic impact) were analysed. Results: 195/222 (88%) FDG-PET findings were verified, 104/222 (47%) FDG-PET scans yielded additional diagnostic information (38 distant, 30 additional metastasis, 11 local recurrencies, 10 primary tumours and 15 residual tumours after chemoptherapy). The results of 75/222 (34%) scans induced changes in cancer therapy and those of 58/222 (26%) scans induced modifications of radiotherapeutic treatment plan (esp. target volumes). Conclusion: 18F-FDG whole body PET is a valuable diagnostic tool for therapy planning in radiooncology with a high impact on therapeutic decisions in initial staging as well as in restaging. Especially in a curative setting it should be used for definition of target volumes.

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Brain Metabolic Correlates of Persistent Olfactory Dysfunction after SARS-Cov2 Infection

Biomedicines ◽

10.3390/biomedicines9030287 ◽

2021 ◽

Vol 9 (3) ◽

pp. 287

Author(s):

Maria Isabella Donegani ◽

Alberto Miceli ◽

Matteo Pardini ◽

Matteo Bauckneht ◽

Silvia Chiola ◽

...

Keyword(s):

Fdg Pet ◽

Structural Connectivity ◽

Statistical Parametric Mapping ◽

Brain Regions ◽

Olfactory Dysfunction ◽

Whole Body ◽

Mapping Software ◽

18F Fdg ◽

Left Insula

We aimed to evaluate the brain hypometabolic signature of persistent isolated olfactory dysfunction after SARS-CoV-2 infection. Twenty-two patients underwent whole-body [18F]-FDG PET, including a dedicated brain acquisition at our institution between May and December 2020 following their recovery after SARS-Cov2 infection. Fourteen of these patients presented isolated persistent hyposmia (smell diskettes olfaction test was used). A voxel-wise analysis (using Statistical Parametric Mapping software version 8 (SPM8)) was performed to identify brain regions of relative hypometabolism in patients with hyposmia with respect to controls. Structural connectivity of these regions was assessed (BCB toolkit). Relative hypometabolism was demonstrated in bilateral parahippocampal and fusiform gyri and in left insula in patients with respect to controls. Structural connectivity maps highlighted the involvement of bilateral longitudinal fasciculi. This study provides evidence of cortical hypometabolism in patients with isolated persistent hyposmia after SARS-Cov2 infection. [18F]-FDG PET may play a role in the identification of long-term brain functional sequelae of COVID-19.

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Multi-task weak supervision enables anatomically-resolved abnormality detection in whole-body FDG-PET/CT

Nature Communications ◽

10.1038/s41467-021-22018-1 ◽

2021 ◽

Vol 12 (1) ◽

Author(s):

Sabri Eyuboglu ◽

Geoffrey Angus ◽

Bhavik N. Patel ◽

Anuj Pareek ◽

Guido Davidzon ◽

...

Keyword(s):

Fdg Pet ◽

Location Estimation ◽

Supervised Machine Learning ◽

Whole Body ◽

Free Text ◽

Abnormality Detection ◽

Weak Supervision ◽

Radiology Reports ◽

Pet Ct ◽

Fdg Pet Ct

AbstractComputational decision support systems could provide clinical value in whole-body FDG-PET/CT workflows. However, limited availability of labeled data combined with the large size of PET/CT imaging exams make it challenging to apply existing supervised machine learning systems. Leveraging recent advancements in natural language processing, we describe a weak supervision framework that extracts imperfect, yet highly granular, regional abnormality labels from free-text radiology reports. Our framework automatically labels each region in a custom ontology of anatomical regions, providing a structured profile of the pathologies in each imaging exam. Using these generated labels, we then train an attention-based, multi-task CNN architecture to detect and estimate the location of abnormalities in whole-body scans. We demonstrate empirically that our multi-task representation is critical for strong performance on rare abnormalities with limited training data. The representation also contributes to more accurate mortality prediction from imaging data, suggesting the potential utility of our framework beyond abnormality detection and location estimation.

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Prospective comparison of the diagnostic accuracy of 18F-FDG PET/MRI, MRI, CT, and bone scintigraphy for the detection of bone metastases in the initial staging of primary breast cancer patients

European Radiology ◽

10.1007/s00330-021-07956-0 ◽

2021 ◽

Author(s):

Nils Martin Bruckmann ◽

Julian Kirchner ◽

Lale Umutlu ◽

Wolfgang Peter Fendler ◽

Robert Seifert ◽

...

Keyword(s):

Breast Cancer ◽

Bone Metastases ◽

Cancer Patients ◽

Bone Scintigraphy ◽

Fdg Pet ◽

Primary Breast Cancer ◽

Whole Body ◽

Newly Diagnosed ◽

Breast Cancer Patients ◽

Initial Staging

Abstract Objectives To compare the diagnostic performance of [18F]FDG PET/MRI, MRI, CT, and bone scintigraphy for the detection of bone metastases in the initial staging of primary breast cancer patients. Material and methods A cohort of 154 therapy-naive patients with newly diagnosed, histopathologically proven breast cancer was enrolled in this study prospectively. All patients underwent a whole-body [18F]FDG PET/MRI, computed tomography (CT) scan, and a bone scintigraphy prior to therapy. All datasets were evaluated regarding the presence of bone metastases. McNemar χ2 test was performed to compare sensitivity and specificity between the modalities. Results Forty-one bone metastases were present in 7/154 patients (4.5%). Both [18F]FDG PET/MRI and MRI alone were able to detect all of the patients with histopathologically proven bone metastases (sensitivity 100%; specificity 100%) and did not miss any of the 41 malignant lesions (sensitivity 100%). CT detected 5/7 patients (sensitivity 71.4%; specificity 98.6%) and 23/41 lesions (sensitivity 56.1%). Bone scintigraphy detected only 2/7 patients (sensitivity 28.6%) and 15/41 lesions (sensitivity 36.6%). Furthermore, CT and scintigraphy led to false-positive findings of bone metastases in 2 patients and in 1 patient, respectively. The sensitivity of PET/MRI and MRI alone was significantly better compared with CT (p < 0.01, difference 43.9%) and bone scintigraphy (p < 0.01, difference 63.4%). Conclusion [18F]FDG PET/MRI and MRI are significantly better than CT or bone scintigraphy for the detection of bone metastases in patients with newly diagnosed breast cancer. Both CT and bone scintigraphy show a substantially limited sensitivity in detection of bone metastases. Key Points • [18F]FDG PET/MRI and MRI alone are significantly superior to CT and bone scintigraphy for the detection of bone metastases in patients with newly diagnosed breast cancer. • Radiation-free whole-body MRI might serve as modality of choice in detection of bone metastases in breast cancer patients.

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Independent attenuation correction of whole body [18F]FDG-PET using a deep learning approach with Generative Adversarial Networks

EJNMMI Research ◽

10.1186/s13550-020-00644-y ◽

2020 ◽

Vol 10 (1) ◽

Cited By ~ 1

Author(s):

Karim Armanious ◽

Tobias Hepp ◽

Thomas Küstner ◽

Helmut Dittmann ◽

Konstantin Nikolaou ◽

...

Keyword(s):

Deep Learning ◽

Attenuation Correction ◽

Fdg Pet ◽

Whole Body ◽

Generative Adversarial Networks ◽

Learning Approach ◽

Adversarial Networks ◽

18F Fdg

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Evaluation of 18 F-FDG PET/MRI, 18 F-FDG PET/CT, MRI, and CT in whole-body staging of recurrent breast cancer

European Journal of Radiology ◽

10.1016/j.ejrad.2015.12.010 ◽

2016 ◽

Vol 85 (2) ◽

pp. 459-465 ◽

Cited By ~ 40

Author(s):

Lino M. Sawicki ◽

Johannes Grueneisen ◽

Benedikt M. Schaarschmidt ◽

Christian Buchbender ◽

James Nagarajah ◽

...

Keyword(s):

Breast Cancer ◽

Fdg Pet ◽

Recurrent Breast Cancer ◽

Whole Body ◽

Pet Ct ◽

Recurrent Breast ◽

Fdg Pet Ct

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Traumatic myositis ossificans: multifocal lesions suggesting malignancy on FDG-PET/CT—a case report

Skeletal Radiology ◽

10.1007/s00256-020-03521-w ◽

2020 ◽

Vol 50 (1) ◽

pp. 249-254

Author(s):

Miho Sasaki ◽

Yuka Hotokezaka ◽

Reiko Ideguchi ◽

Masataka Uetani ◽

Shuichi Fujita

Keyword(s):

Case Report ◽

Fdg Pet ◽

Myositis Ossificans ◽

Whole Body ◽

Left Cheek ◽

Multiple Fractures ◽

Fdg Uptake ◽

Pet Ct ◽

Multiple Regions ◽

Fdg Pet Ct

AbstractMyositis ossificans (MO) is a benign soft-tissue lesion characterized by the heterotopic formation of the bone in skeletal muscles, usually due to trauma. MO is occasionally difficult to diagnose because of its clinical and radiological similarities with malignancy. We report a case of traumatic MO (TMO) in the masseter and brachial muscles of a 37-year-old man who presented with painless swelling in the left cheek and severe trismus. Due to the absence of a traumatic history at the first consultation and identification of a tumorous lesion in the left masseter muscle by magnetic resonance imaging (MRI), the lesion was suspected to be a malignant tumor. Subsequently, 18F-fluorodeoxyglucose positron-emission tomography/computed tomography (FDG-PET/CT) showed multiple regions of high FDG uptake across the whole body, suggestive of multiple metastases or other systemic diseases. However, intramuscular calcifications were also observed in the left masseter and brachial muscles, overlapping the areas with high FDG uptake. Moreover, multiple fractures were seen in the rib and lumbar spine, also overlapping the areas with high FDG uptake. Based on these imaging findings, along with a history of jet-ski trauma, TMO was suspected. The left cheek mass was surgically excised and histologically diagnosed as TMO. In this case report, FDG-PET/CT could detect multiple TMOs across the whole body. To the best of our knowledge, cases of multiple TMOs located far apart in different muscles are rare, and this may be the first report.

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Low positive yield from routine inclusion of the brain in whole-body 18F-FDG PET/CT imaging for noncerebral malignancies

Nuclear Medicine Communications ◽

10.1097/mnm.0b013e32836066c0 ◽

2013 ◽

Vol 34 (6) ◽

pp. 540-543 ◽

Cited By ~ 8

Author(s):

Kuruva Manohar ◽

Anish Bhattacharya ◽

Bhagwant R. Mittal

Keyword(s):

Fdg Pet ◽

Ct Imaging ◽

Whole Body ◽

Pet Ct ◽

18F Fdg ◽

Fdg Pet Ct ◽

The Brain

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Comparison of the diagnostic performance and impact on management of 18F-FDG PET/CT and whole-body MRI in multiple myeloma

European Journal of Nuclear Medicine and Molecular Imaging ◽

10.1007/s00259-020-05182-2 ◽

2021 ◽

Author(s):

Olwen Westerland ◽

◽

Ashik Amlani ◽

Christian Kelly-Morland ◽

Michal Fraczek ◽

...

Keyword(s):

Multiple Myeloma ◽

Clinical Data ◽

Bone Disease ◽

Fdg Pet ◽

Diagnostic Performance ◽

Whole Body ◽

Bone Lesions ◽

Pet Ct ◽

18F Fdg ◽

Fdg Pet Ct

Abstract Purpose Comparative data on the impact of imaging on management is lacking for multiple myeloma. This study compared the diagnostic performance and impact on management of 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) and whole-body magnetic resonance imaging (WBMRI) in treatment-naive myeloma. Methods Forty-six patients undergoing 18F-FDG PET/CT and WBMRI were reviewed by a nuclear medicine physician and radiologist, respectively, for the presence of myeloma bone disease. Blinded clinical and imaging data were reviewed by two haematologists in consensus and management recorded following clinical data ± 18F-FDG PET/CT or WBMRI. Bone disease was defined using International Myeloma Working Group (IMWG) criteria and a clinical reference standard. Per-patient sensitivity for lesion detection was established. McNemar test compared management based on clinical assessment ± 18F-FDG PET/CT or WBMRI. Results Sensitivity for bone lesions was 69.6% (32/46) for 18F-FDG PET/CT (54.3% (25/46) for PET component alone) and 91.3% (42/46) for WBMRI. 27/46 (58.7%) of cases were concordant. In 19/46 patients (41.3%) WBMRI detected more focal bone lesions than 18F-FDG PET/CT. Based on clinical data alone, 32/46 (69.6%) patients would have been treated. Addition of 18F-FDG PET/CT to clinical data increased this to 40/46 (87.0%) patients (p = 0.02); and WBMRI to clinical data to 43/46 (93.5%) patients (p = 0.002). The difference in treatment decisions was not statistically significant between 18F-FDG PET/CT and WBMRI (p = 0.08). Conclusion Compared to 18F-FDG PET/CT, WBMRI had a higher per patient sensitivity for bone disease. However, treatment decisions were not statistically different and either modality would be appropriate in initial staging, depending on local availability and expertise.

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Diagnostic efficiency of whole-body 18F-FDG PET/MRI, MRI alone, and SUV and ADC values in staging of primary uterine cervical cancer

Cancer Imaging ◽

10.1186/s40644-020-00372-5 ◽

2021 ◽

Vol 21 (1) ◽

Author(s):

Aida Steiner ◽

Sara Narva ◽

Irina Rinta-Kiikka ◽

Sakari Hietanen ◽

Johanna Hynninen ◽

...

Keyword(s):

Cervical Cancer ◽

Fdg Pet ◽

Standardized Uptake Value ◽

Distant Metastases ◽

Added Value ◽

Whole Body ◽

Definitive Treatment ◽

Nodal Involvement ◽

Local Tumor ◽

Tumor Spread

Abstract Background The use of PET/MRI for gynecological cancers is emerging. The purpose of this study was to assess the additional diagnostic value of PET over MRI alone in local and whole-body staging of cervical cancer, and to evaluate the benefit of standardized uptake value (SUV) and apparent diffusion coefficient (ADC) in staging. Methods Patients with histopathologically-proven cervical cancer and whole-body 18F-FDG PET/MRI obtained before definitive treatment were retrospectively registered. Local tumor spread, nodal involvement, and distant metastases were evaluated using PET/MRI or MRI dataset alone. Histopathology or clinical consensus with follow-up imaging were used as reference standard. Tumor SUVmax and ADC were measured and SUVmax/ADC ratio calculated. Area under the curve (AUC) was determined to predict diagnostic performance and Mann-Whitney U test was applied for group comparisons. Results In total, 33 patients who underwent surgery (n = 23) or first-line chemoradiation (n = 10) were included. PET/MRI resulted in higher AUC compared with MRI alone in detecting parametrial (0.89 versus 0.73), vaginal (0.85 versus 0.74), and deep cervical stromal invasion (0.96 versus 0.74), respectively. PET/MRI had higher diagnostic confidence than MRI in identifying patients with radical cone biopsy and no residual at hysterectomy (sensitivity 89% versus 44%). PET/MRI and MRI showed equal AUC for pelvic nodal staging (both 0.73), whereas AUC for distant metastases was higher using PET/MRI (0.80 versus 0.67). Tumor SUVmax/ADC ratio, but not SUVmax or ADC alone, was significantly higher in the presence of metastatic pelvic lymph nodes (P < 0.05). Conclusions PET/MRI shows higher accuracy than MRI alone for determining local tumor spread and distant metastasis emphasizing the added value of PET over MRI alone in staging of cervical cancer. Tumor SUVmax/ADC ratio may predict pelvic nodal involvement.

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