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1.
Neuroimage ; 271: 120030, 2023 05 01.
Article in English | MEDLINE | ID: mdl-36925087

ABSTRACT

The nervous and circulatory system interconnects the various organs of the human body, building hierarchically organized subsystems, enabling fine-tuned, metabolically expensive brain-body and inter-organ crosstalk to appropriately adapt to internal and external demands. A deviation or failure in the function of a single organ or subsystem could trigger unforeseen biases or dysfunctions of the entire network, leading to maladaptive physiological or psychological responses. Therefore, quantifying these networks in healthy individuals and patients may help further our understanding of complex disorders involving body-brain crosstalk. Here we present a generalized framework to automatically estimate metabolic inter-organ connectivity utilizing whole-body functional positron emission tomography (fPET). The developed framework was applied to 16 healthy subjects (mean age ± SD, 25 ± 6 years; 13 female) that underwent one dynamic 18F-FDG PET/CT scan. Multiple procedures of organ segmentation (manual, automatic, circular volumes) and connectivity estimation (polynomial fitting, spatiotemporal filtering, covariance matrices) were compared to provide an optimized thorough overview of the workflow. The proposed approach was able to estimate the metabolic connectivity patterns within brain regions and organs as well as their interactions. Automated organ delineation, but not simplified circular volumes, showed high agreement with manual delineation. Polynomial fitting yielded similar connectivity as spatiotemporal filtering at the individual subject level. Furthermore, connectivity measures and group-level covariance matrices did not match. The strongest brain-body connectivity was observed for the liver and kidneys. The proposed framework offers novel opportunities towards analyzing metabolic function from a systemic, hierarchical perspective in a multitude of physiological pathological states.


Subject(s)
Fluorodeoxyglucose F18 , Positron Emission Tomography Computed Tomography , Female , Humans , Brain/metabolism , Fluorodeoxyglucose F18/metabolism , Human Body , Positron-Emission Tomography/methods , Male , Young Adult , Adult
2.
Eur J Nucl Med Mol Imaging ; 47(1): 51-60, 2020 01.
Article in English | MEDLINE | ID: mdl-31410538

ABSTRACT

PURPOSE: PET/MRI has recently been introduced into clinical practice. We prospectively investigated the clinical impact of PET/MRI compared with PET/CT, in a mixed population of cancer patients, and performed an economic evaluation of PET/MRI. METHODS: Cancer patients referred for routine staging or follow-up by PET/CT underwent consecutive PET/CT and PET/MRI, using single applications of [18F]FDG, [68Ga]Ga-DOTANOC, or [18F]FDOPA, depending on tumor histology. PET/MRI and PET/CT were rated separately, and lesions were assessed per anatomic region; based on regions, per-examination and per-patient accuracies were determined. A simulated, multidisciplinary team meeting served as reference standard and determined whether differences between PET/CT and PET/MRI affected patient management. The McNemar tests were used to compare accuracies, and incremental cost-effectiveness ratios (ICERs) for PET/MRI were calculated. RESULTS: Two hundred sixty-three patients (330 same-day PET/CT and PET/MRI examinations) were included. PET/MRI was accurate in 319/330 examinations and PET/CT in 277/330 examinations; the respective accuracies of 97.3% and 83.9% differed significantly (P < 0.001). The additional findings on PET/MRI-mainly liver and brain metastases-had implications for patient management in 21/263 patients (8.0%). The per-examination cost was 596.97 EUR for PET/MRI and 405.95 EUR for PET/CT. ICERs for PET/MRI were 14.26 EUR per percent of diagnostic accuracy and 23.88 EUR per percent of correctly managed patients. CONCLUSIONS: PET/MRI enables more appropriate management than PET/CT in a nonnegligible fraction of cancer patients. Since the per-examination cost is about 50% higher for PET/MRI than for PET/CT, a histology-based triage of patients to either PET/MRI or PET/CT may be meaningful.


Subject(s)
Positron Emission Tomography Computed Tomography , Tomography, X-Ray Computed , Fluorodeoxyglucose F18 , Humans , Magnetic Resonance Imaging , Positron-Emission Tomography , Prospective Studies
3.
Trop Med Int Health ; 24(6): 663-670, 2019 06.
Article in English | MEDLINE | ID: mdl-30851233

ABSTRACT

BACKGROUND: [18 F]-2-fluoro-2-deoxy-D-glucose (18F-FDG) positron emission tomography/computed tomography (FDG-PET/CT) imaging provides important information about the size and metabolic activity of lesions caused by Echinococcus multilocularis and is therefore recommended for the initial assessment and follow-up of human alveolar echinococcosis (AE). The introduction of positron emission tomography/magnetic resonance imaging (PET/MRI) into clinical practice in affluent health care systems provides an alternative dual imaging modality, which has not yet been evaluated for AE. OBJECTIVE: Here, we describe the initial clinical experience with comparative PET/CT and PET/MR imaging in four human AE patients at an Austrian reference centre. RESULTS: PET/MR imaging showed comparable diagnostic capacity for liver lesions attributable to E. multilocularis infection, with a discrepancy only in the assessment of calcifications in one patient. Effective doses of radiation were 30.4-31 mSV for PET/CT, which were reduced in PET/MRI to the exposure of 18 F-FDG only (4.9-5.5 mSv). CONCLUSIONS: PET/MRI provides comparable diagnostic information for AE management. The reduction in radiation exposure compared to PET/CT may be of particular importance for children and young patients not amenable for curative surgery requiring repeated long-term follow-up with dual imaging modalities. Further studies are warranted to prospectively evaluate the potential of PET/MRI in the management of AE.


DONNÉES DE BASE: L'imagerie par la tomographie par émission de positrons au [18F]-2-fluoro-2-désoxy-D-glucose (18F-FDG)/tomodensitométrie (TEP/TDM) fournit des informations importantes sur la taille et l'activité métabolique des lésions causées par Echinococcus multilocularis et est donc recommandée pour l'évaluation initiale et le suivi de l'échinococcose alvéolaire (EA) humaine. L'introduction de la tomographie par émission de positons/imagerie par résonance magnétique (TEP/IRM) dans la pratique clinique des systèmes de soins de santé aisés offre une alternative de modalité d'imagerie double, qui n'a pas encore été évaluée pour l'EA. OBJECTIF: Nous décrivons ici l'expérience clinique initiale comparant les imageries TEP/TDM et TEP/IRM chez quatre patients humains atteints d'EA dans un centre de référence autrichien. RÉSULTATS: L'imagerie TEP/IRM a montré une capacité de diagnostic comparable pour les lésions hépatiques imputables à une infection à E. multilocularis, avec une divergence uniquement lors de l'évaluation des calcifications chez un patient. Les doses efficaces de rayonnement étaient de 30,4 à 31 mSV pour la TEP/TDM, qui ont été réduites dans la TEP/IRM à une exposition au 18 F-FDG uniquement (4,9 à 5,5 mSv). CONCLUSIONS: La TEP/IRM fournit des informations de diagnostic comparables pour la prise en charge de l'EA. La réduction de l'exposition aux rayonnements comparée à la TEP/TDM pourrait avoir une importance particulière pour les enfants et les jeunes patients ne pouvant pas subir de chirurgie curative nécessitant un suivi répété à long terme avec des modalités de double imagerie. Des études supplémentaires sont nécessaires pour évaluer de manière prospective le potentiel de la TEP/IRM dans la prise en charge de l'EA.


Subject(s)
Echinococcosis/diagnostic imaging , Liver/diagnostic imaging , Magnetic Resonance Imaging , Positron Emission Tomography Computed Tomography , Aged , Animals , Austria , Female , Fluorodeoxyglucose F18 , Humans , Liver/parasitology , Male , Middle Aged
4.
Ann Surg Oncol ; 25(13): 3919-3927, 2018 Dec.
Article in English | MEDLINE | ID: mdl-30306375

ABSTRACT

BACKGROUND: At the time of diagnosis, one-third of medullary thyroid carcinoma (MTC) patients show lymph node (LN) or distant metastasis. A metastasized MTC requires different surgical strategies. OBJECTIVE: This study aimed to determine the value of ultrasound and [18F]fluoro-dihydroxyphenylalanine positron emission tomography with computed tomography (F-DOPA-PET-CT) in localizing MTC, as well as LN and distant metastasis. METHODS: The study included 50 patients (24 males/26 females) with preoperative ultrasound, F-DOPA-PET-CT, and histologically proven MTC. Imaging results were correlated with both preoperative basal calcitonin (bCt) levels and final histology. RESULTS: Tumors were classified as pT1a:17 (diameter, mean ± standard deviation: 5.8 ± 3.0 mm), pT1b:15 (15.0 ± 3.2 mm), pT2:9 (27.3 ± 7.0 mm), and pT3:9 (38.3 ± 24.2 mm). The median bCt level was 202 pg/mL (lower/upper quartile: 82/1074 pg/mL). Ultrasound was positive for tumor in 45/50 (92%) patients (20.0 ± 16.0 mm) and negative in 5 patients (3.2 ± 2.2 mm). Overall, 43/50 (86%) patients had positive F-DOPA local scans (20.0 ± 16.4 mm), while 7 (14%) patients were negative (7.7 ± 8.1 mm). Lastly, 21/50 (42%) patients had LN metastasis; 8/21 (38%) patients had positive LNs suspected with ultrasound, and 12/21 (57%) patients had positive LNs suspected with F-DOPA. Tumor and LN sensitivity of ultrasound was 92% and 43%, respectively, and 86% and 57% of F-DOPA-PET-CT, respectively. In 3/50 (6%) patients and 3/50 (6%) patients, mediastinal LN metastasis and distant metastasis, respectively, were diagnosed only by F-DOPA-PET-CT. CONCLUSION: Ultrasound and F-DOPA-PET-CT are sensitive for the localization of MTC but not for the presence and location of LN metastasis (limitations: size/number). Only F-DOPA ensures the diagnosis of distant metastasis and influences the extent of LN surgery. Surgical strategy cannot be predicted based on neither ultrasound nor F-DOPA-PET-CT.


Subject(s)
Carcinoma, Neuroendocrine/diagnostic imaging , Carcinoma, Neuroendocrine/surgery , Lymph Nodes/diagnostic imaging , Positron Emission Tomography Computed Tomography , Thyroid Neoplasms/diagnostic imaging , Thyroid Neoplasms/surgery , Ultrasonography , Adolescent , Adult , Aged , Calcitonin/blood , Carcinoma, Neuroendocrine/secondary , Child , Clinical Decision-Making , Dihydroxyphenylalanine/analogs & derivatives , False Negative Reactions , False Positive Reactions , Female , Humans , Lymphatic Metastasis , Male , Mediastinum , Middle Aged , Neck , Neoplasm Staging , Prospective Studies , Sensitivity and Specificity , Thyroid Neoplasms/pathology , Tumor Burden , Young Adult
5.
Eur J Nucl Med Mol Imaging ; 45(12): 2159-2169, 2018 11.
Article in English | MEDLINE | ID: mdl-29766245

ABSTRACT

PURPOSE: Medullary thyroid carcinoma (MTC) is characterized by a high rate of metastasis. In this study we evaluated the ability of [18F]DOPA PET/ceCT to stage MTC in patients with suspicious thyroid nodules and pathologically elevated serum calcitonin (Ctn) levels prior to total thyroidectomy and lymph node (LN) dissection. METHODS: A group of 32 patients with sonographically suspicious thyroid nodules and pathologically elevated basal Ctn (bCtn) and stimulated Ctn (sCtn) levels underwent DOPA PET/ceCT prior to surgery. Postoperative histology served as the standard of reference for ultrasonography and DOPA PET/ceCT region-based LN staging. Univariate and multivariate regression analyses as well as receiver operating characteristic analysis were used to evaluate the correlations between preoperative and histological parameters and postoperative tumour persistence or relapse. RESULTS: Primary MTC was histologically verified in all patients. Of the 32 patients, 28 showed increased DOPA decarboxylase activity in the primary tumour (sensitivity 88%, mean SUVmax 10.5). Undetected tumours were exclusively staged pT1a. The sensitivities of DOPA PET in the detection of central and lateral metastatic neck LN were 53% and 73%, in contrast to 20% and 39%, respectively, for neck ultrasonography. Preoperative bCtn and carcinoembryonic antigen levels as well as cN1b status and the number of involved neck regions on DOPA PET/ceCT were predictive of postoperative tumour persistence/relapse in the univariate regression analysis (P < 0.05). Only DOPA PET/ceCT cN1b status remained significant in the multivariate analysis (P = 0.016, relative risk 4.02). CONCLUSION: This study revealed that DOPA PET/ceCT has high sensitivity in the detection of primary MTC and superior sensitivity in the detection of LN metastases compared to ultrasonography. DOPA PET/ceCT identification of N1b status predicts postoperative tumour persistence. Thus, implementation of a DOPA-guided LN dissection might improve surgical success.


Subject(s)
Carcinoma, Neuroendocrine/diagnostic imaging , Positron Emission Tomography Computed Tomography/methods , Thyroid Neoplasms/diagnostic imaging , Adult , Aged , Carcinoma, Neuroendocrine/pathology , Dihydroxyphenylalanine/analogs & derivatives , Female , Humans , Male , Middle Aged , Positron Emission Tomography Computed Tomography/standards , Predictive Value of Tests , Radiopharmaceuticals , Sensitivity and Specificity , Thyroid Neoplasms/pathology
6.
J Magn Reson Imaging ; 47(5): 1217-1226, 2018 05.
Article in English | MEDLINE | ID: mdl-29086453

ABSTRACT

BACKGROUND: [18F]-FDG-PET/MR carries a high diagnostic value in whole-body oncologic imaging and allows simultaneous quantitative measurements of glucose metabolism (SUV) and cell density (ADC). PURPOSE: To determine the relationship between SUV and ADC values extracted from simultaneously acquired [18F]-FDG-PET/MR data of patients with FDG-avid lymphomas at staging. STUDY TYPE: Prospective. POPULATION: Patients with histologically proven lymphoma referred for staging. FIELD STRENGTH/SEQUENCES: Hybrid PET/MR device (3T); axial, two-point Dixon, 3D, volume-interpolated, T1 -weighted breath-hold sequence; coronal T2 -weighted half-Fourier acquisition single-shot turbo spin-echo. Single-shot, echo-planar imaging-based, spectral adiabatic inversion recovery diffusion-weighted imaging. ASSESSMENT: Staging was performed according to the modified Ann Arbor system by a board-certified radiologist and a board-certified nuclear medicine physician, blinded to the clinical and histological information, in consensus. SUVs and ADCs values were collected, for each positive nodal and extranodal region, from the lesion demonstrating the largest diameter. STATISTICAL TESTS: Descriptive data included absolute frequencies and percentages for categorical data, and arithmetic means and 95% confidence intervals for scale-type data. The Pearson correlation coefficient was used to assess the relationship between SUVs and ADCs (P ≤ 0.05). Additional separate analyses were performed according to histological lymphoma subtype, for nodal and extranodal lesions and excluding bone lesions. RESULTS: Overall, 100 patients were examined (55 males, 45 females; age ± SD in years, 51.6 ± 19.5). Histology revealed Hodgkin-lymphoma and non-Hodgkin-lymphoma in 26 and 74 patients, respectively. Twenty patients were stage I, 21 stage II, 24 stage III, and 31 stage IV on [18F]-FDG-PET/MR (ie, four patients negative at imaging). Based on 391 lesions (ie, 367 excluding bone lesions) no significant correlations between SUVmax and ADCmin, or between SUVmean and ADCmean, emerged (respectively, r = 0.091, P = 0.073, 95% CI [-0.01, 0.19] and r = -0.032, P = 0.527, 95% CI [-0.13, 0.07] including bone lesions; r = 0.06, P = 0.21, 95% CI [-0.04, 0.17] and r = -0.05, P = 0.32, 95% CI [-0.15, 0.05] excluding bone lesions). A significant correlation was observed only between ADCmean and SUVmean for follicular lymphoma (r = -0.33, P = 0.001). DATA CONCLUSION: SUVs and ADCs were demonstrated to be independent biomarkers in lymphomas. A moderate correlation between SUVs and ADCs likely is present in follicular lymphoma. LEVEL OF EVIDENCE: 1 Technical Efficacy: Stage 3 J. Magn. Reson. Imaging 2018;47:1217-1226.


Subject(s)
Diffusion Magnetic Resonance Imaging , Lymphoma/diagnostic imaging , Neoplasm Staging/methods , Positron-Emission Tomography , Adult , Aged , Female , Fluorodeoxyglucose F18 , Glucose/metabolism , Glycolysis , Hodgkin Disease/diagnostic imaging , Humans , Imaging, Three-Dimensional , Lymphoma, Non-Hodgkin/diagnostic imaging , Male , Middle Aged , Multimodal Imaging , Prospective Studies , Radiopharmaceuticals , Reproducibility of Results , Whole Body Imaging
7.
Eur J Nucl Med Mol Imaging ; 44(3): 509-516, 2017 Mar.
Article in English | MEDLINE | ID: mdl-27389029

ABSTRACT

PURPOSE: [S-methyl-11C]-L-methionine ([11C]MET) uptake in the pancreas might be a central indicator of beta cell function. Since gastric emptying was recently shown to influence glycemic control in subjects after pancreaticoduodenectomy (PD, the surgical treatment of neoplasms of the pancreas head), we looked for imaginable relationships between gastric emptying, pre- and postprandial insulin concentrations, and [11C]MET uptake. METHODS: Nineteen tumor-free survivors after PD (age mean ± SD: 61 ± 8.7 yrs.; 10 male, 9 female) and 10 healthy controls (age: 27 ± 8.7 yrs.; 7 male, 3 female) were given a mixed test meal. One gram of paracetamol was ingested with the meal to evaluate the speed of gastric emptying. Insulin, glucose, and paracetamol plasma concentrations were measured before and over 180 minutes after ingestion. Beta cell function was calculated from fasting glucose and insulin plasma concentrations. Simultaneously, 800 MBq of [11C]MET were administered and the activity (maximum tissue standardized uptake values [SUVmax]) over the pancreas was measured at 15, 30, and 60 minutes after injection. Total integrated SUVmax (area under the curve [AUC]) and incremental SUVmax were calculated. RESULTS: The uptake of [11C]MET in the pancreas was significantly higher (p < 0.0001) in controls compared to the PD group. Gastric emptying was significantly slower in controls compared to pancreatectomy subjects (p < 0.0001). Paracetamol AUC30 correlated with the SUVmax increment between 15 and 30 minutes (R2 = 0.27, p = 0.0263), suggesting a relationship between gastric emptying and the uptake of [11C]MET. Total integrated SUVmax correlated with insulin AUC60 (R2 = 0.66,p < 0.0001) in patients after PD. Multivariate regression analysis revealed insulin AUC60 and beta cell function, calculated from the fasting insulin to glucose ratio, as independent predictors of 11C-methionine uptake, i.e. total integrated SUVmax, in patients after PD (R2 = 0.78, p < 0.0001). CONCLUSION: Postprandial [11C]MET uptake may represent basal and postprandial beta cell function. The findings suggest a possible usefulness of this imaging procedure for further studying beta cell function.


Subject(s)
Insulin/metabolism , Methionine , Pancreas/diagnostic imaging , Pancreaticoduodenectomy/adverse effects , Radiopharmaceuticals , Adult , Aged , Carbon Radioisotopes , Case-Control Studies , Female , Gastric Emptying , Humans , Insulin Secretion , Male , Middle Aged , Pancreas/metabolism , Positron-Emission Tomography , Postprandial Period
9.
Prostate ; 75(15): 1760-7, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26282590

ABSTRACT

AIM: High levels of fatty acid synthase have shown to correlate with the aggressiveness of prostate cancer. As [(11) C]acetate exhibits a close correlation with the level of fatty acid synthase, we aimed to assess whether the SUV in [(11) C]acetate PET serves as a suitable prognostic marker in patients with recurrent prostate cancer. MATERIALS AND METHODS: In 123 consecutive patients, examined between 2010 and 2014, the maximum standardized uptake value (SUVmax) of local recurrences as well as lymph node and bone metastases was measured. Choosing the spleen as a standard for relatively high physiological uptake, a ratio of tumor to spleen uptake (SUVts) was calculated for standardizing the uptake, too. The corresponding initial Gleason scores (GS) and serum-PSA levels around the time of the performed PET/CT for each patient were retrospectively collected and PSA doubling together with PSA velocity were determined. For further analysis patients were divided with regard to their initial Gleason score (≤3 + 4 and ≥ 4 + 3). The median of PSA velocity was calculated to separate patients with a high and low PSA velocity and Mann-Whitney U or Student's t-test were used, testing for significant differences. For correlation Spearmen-Rho test was used. RESULTS: PET was positive for recurrence in 82/123 patients. PSA was significantly higher in PET-positive than in negative patients (5.9 vs. 3.2 ng/ml; P = 0.006). Initial Gleason score did not differ in PET negative and positive patients (P = 0.3), whereas PSA velocity was markedly higher in PET positive patients (0.4 vs. 0.1 ng/ml/month; P = 0.01). Median SUVmax of PET positive patients was 5.23 (mean 5.78; range 0.9-16.8) and meadian SUVts was 0.78 (mean 0.84, range 0.14-2.50). SUVts was significantly higher in patients with high PSA velocity (SUVts 0.76 vs. 0.92; P = 0.009), whereas SUVmax failed statistical significance (5.4 vs. 6.3 ng/ml/month; P = 0.08). Patients with a high SUVmax proved to have a significantly higher median Gleason score compared to low uptake 8.0 vs. 7.0; P = 0.004). Vice versa both SUVmax (GS 6: 5.0; GS 7: 5.6; GS 8: 5.7; GS 9: 6.5; r = 0.30, P = 0.008) and SUVts (GS 6: 0.63; GS 7: 0.68; GS 8: 0.85; GS 9: 0.89; r = 0.30, P = 0.006) significantly correlated with Gleason score. Patients with a Gleason score ≤ 3 + 4 had a significantly lower SUVmax (4.8 vs. 5.7; P = 0.02) and SUVts (0.67 vs. 0.85; P = 0.02) as compared to a Gleason score ≥ 4 + 3. CONCLUSION: [(11) C]acetate uptake demonstrated to correlate with initial Gleason score. Furthermore, patients with a high PSA velocity proved to have higher [(11) C]acetate uptake in tumor lesions.


Subject(s)
Adenocarcinoma/metabolism , Fatty Acid Synthases/metabolism , Neoplasm Recurrence, Local/metabolism , Prostatic Neoplasms/metabolism , Adenocarcinoma/diagnostic imaging , Adenocarcinoma/pathology , Aged , Aged, 80 and over , Humans , Male , Middle Aged , Multimodal Imaging , Neoplasm Grading , Neoplasm Recurrence, Local/diagnostic imaging , Neoplasm Recurrence, Local/pathology , Prognosis , Prostate-Specific Antigen , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/pathology , Radionuclide Imaging , Radiopharmaceuticals , Retrospective Studies
10.
Cancer Invest ; 33(6): 246-50, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25950983

ABSTRACT

We investigated whether microRNA-21 and microRNA-148a are predictive for neoadjuvant treatment in esophageal adenocarcinoma. Thirty-six patients with neoadjuvant therapy and surgical resection were included. FFPE tissue from biopsy and esophagectomy were analyzed using RT-qPCR. Results were correlated to histological tumor regression, histopathological variables, FDG-PET-CT and survival. MicroRNA-21 was significantly higher in esophagectomies than in corresponding biopsies (p = .027). No association of microRNA-21 or microRNA-148a expression in tissue specimens with other clinical parameters was present. Although no influence of microRNA-21 and microRNA-148a on the response to neoadjuvant therapy was seen, upregulation of microRNA-21 might represent an escape mechanism of tumor cells.


Subject(s)
Adenocarcinoma/genetics , Esophageal Neoplasms/genetics , MicroRNAs/biosynthesis , Adenocarcinoma/drug therapy , Adenocarcinoma/metabolism , Aged , Chemotherapy, Adjuvant , Disease-Free Survival , Esophageal Neoplasms/drug therapy , Esophageal Neoplasms/metabolism , Female , Humans , Male , Middle Aged , Multimodal Imaging , Neoadjuvant Therapy , Positron-Emission Tomography , Proportional Hazards Models , Retrospective Studies , Reverse Transcriptase Polymerase Chain Reaction , Tomography, X-Ray Computed
11.
Eur J Nucl Med Mol Imaging ; 42(11): 1656-1665, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26121928

ABSTRACT

PURPOSE: To compare the diagnostic accuracy of prone (18)F-FDG PET/CT with that of contrast-enhanced MRI (CE-MRI) at 3 T in suspicious breast lesions. To evaluate the influence of tumour size on diagnostic accuracy and the use of maximum standardized uptake value (SUVMAX) thresholds to differentiate malignant from benign breast lesions. METHODS: A total of 172 consecutive patients with an imaging abnormality were included in this IRB-approved prospective study. All patients underwent (18)F-FDG PET/CT and CE-MRI of the breast at 3 T in the prone position. Two reader teams independently evaluated the likelihood of malignancy as determined by (18)F-FDG PET/CT and CE-MRI independently. (18)F-FDG PET/CT data were qualitatively evaluated by visual interpretation. Quantitative assessment was performed by calculation of SUVMAX. Sensitivity, specificity, diagnostic accuracy, area under the curve and interreader agreement were calculated for all lesions and for lesions <10 mm. Histopathology was used as the standard of reference. RESULTS: There were 132 malignant and 40 benign lesions; 23 lesions (13.4%) were <10 mm. Both (18)F-FDG PET/CT and CE-MRI achieved an overall diagnostic accuracy of 93%. There were no significant differences in sensitivity (p = 0.125), specificity (p = 0.344) or diagnostic accuracy (p = 1). For lesions <10 mm, diagnostic accuracy deteriorated to 91% with both (18)F-FDG PET/CT and CE-MRI. Although no significant difference was found for lesions <10 mm, CE-MRI at 3 T seemed to be more sensitive but less specific than (18)F-FDG PET/CT. Interreader agreement was excellent (κ = 0.85 and κ = 0.92). SUVMAX threshold was not helpful in differentiating benign from malignant lesions. CONCLUSION: (18)F-FDG PET/CT and CE-MRI at 3 T showed equal diagnostic accuracies in breast cancer diagnosis. For lesions <10 mm, diagnostic accuracy deteriorated, but was equal for (18)F-FDG PET/CT and CE-MRI at 3 T. For lesions <10 mm, CE-MRI at 3 T seemed to be more sensitive but less specific than (18)F-FDG PET/CT. Quantitative assessment using an SUVMAX threshold for differentiating benign from malignant lesions was not helpful in breast cancer diagnosis.


Subject(s)
Breast/diagnostic imaging , Contrast Media , Fluorodeoxyglucose F18 , Magnetic Resonance Imaging , Positron-Emission Tomography , Tomography, X-Ray Computed , Adolescent , Adult , Aged , Aged, 80 and over , Breast Neoplasms/diagnostic imaging , Diagnosis, Differential , Female , Humans , Middle Aged , Multimodal Imaging , ROC Curve , Young Adult
12.
Proc Natl Acad Sci U S A ; 109(7): 2619-24, 2012 Feb 14.
Article in English | MEDLINE | ID: mdl-22308408

ABSTRACT

Reflecting one's mental self is a fundamental process for evaluating the personal relevance of life events and for moral decision making and future envisioning. Although the corresponding network has been receiving growing attention, the driving neurochemical mechanisms of the default mode network (DMN) remain unknown. Here we combined positron emission tomography and functional magnetic resonance imaging to investigate modulations of the DMN via serotonin-1A receptors (5-HT(1A)), separated for 5-HT autoinhibition (dorsal raphe nucleus) and local inhibition (heteroreceptors in projection areas). Using two independent approaches, regional 5-HT(1A) binding consistently predicted DMN activity in the retrosplenial cortex for resting-state functional magnetic resonance imaging and the Tower of London task. On the other hand, both local and autoinhibitory 5-HT(1A) binding inversely modulated the posterior cingulate cortex, the strongest hub in the resting human brain. In the frontal part of the DMN, a negative association was found between the dorsal medial prefrontal cortex and local 5-HT(1A) inhibition. Our results indicate a modulation of key areas involved in self-referential processing by serotonergic neurotransmission, whereas variations in 5-HT(1A) binding explained a considerable amount of the individual variability in the DMN. Moreover, the brain regions associated with distinct introspective functions seem to be specifically regulated by the different 5-HT(1A) binding sites. Together with previously reported modulations of dopamine and GABA, this regional specialization suggests complex interactions of several neurotransmitters driving the default mode network.


Subject(s)
Receptor, Serotonin, 5-HT1A/physiology , Humans , Magnetic Resonance Imaging , Positron-Emission Tomography
13.
Hum Brain Mapp ; 35(8): 3857-66, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24443158

ABSTRACT

Suffering from anhedonia, patients with major depressive disorder (MDD) exhibit alterations in several parts of the serotonergic neurotransmitter system, which are in turn involved in reward processing. However, previous investigations of the serotonin transporter (SERT) focused on regional differences with varying results depending on the clinical syndrome. Here, we aimed to describe the serotonergic system of MDD patients on a network level by evaluating SERT associations across brain regions. Twenty medication free patients with major depression and 20 healthy controls underwent positron emission tomography using the radioligand [(11) C]DASB. SERT binding potentials (BPND ) were quantified voxel-wise with the multilinear reference tissue model 2. In addition, SERT BPND was extracted from the dorsal raphe nucleus (DRN) as an indicator of midbrain serotonergic neurotransmission. Whole-brain linear regression analysis was applied to evaluate the association of DRN SERT bindings to those in projection areas, which was followed by ANCOVA to assess differences in interregional relationships between patients and controls. Although both groups showed widespread positive correlations, group differences were restricted to decreased SERT associations between the DRN and the ventral striatum (right and left respectively: t=5.85, P<0.05 corrected and t=5.07, P<0.1 corrected) when comparing MDD patients (R(2)=0.11 and 0.24) to healthy subjects (R(2)=0.72 and 0.66, P<0.01 and 0.05 corrected). Adjusting for age and sex did not change these findings. This study indicates a disturbed regulation between key regions involved in reward processing via the SERT. Our interregional approach highlights the importance of evaluating pathophysiological alterations on a network level to gain complementary information in addition to regional investigations.


Subject(s)
Depressive Disorder, Major/metabolism , Dorsal Raphe Nucleus/metabolism , Serotonin Plasma Membrane Transport Proteins/metabolism , Ventral Striatum/metabolism , Adult , Benzylamines , Brain/diagnostic imaging , Brain/metabolism , Brain Mapping , Carbon Radioisotopes , Depressive Disorder, Major/diagnostic imaging , Dorsal Raphe Nucleus/diagnostic imaging , Female , Humans , Male , Positron-Emission Tomography , Radiopharmaceuticals , Regression Analysis , Signal Processing, Computer-Assisted , Smoking , Ventral Striatum/diagnostic imaging
14.
Radiology ; 270(3): 825-33, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24475821

ABSTRACT

PURPOSE: To retrospectively assess the use of a combination of cancellous bone reconstructions (CBR) and multiplanar reconstructions (MPRs) for the detection of bone metastases at thoracoabdominal computed tomography (CT) compared with the use of MPRs alone. MATERIALS AND METHODS: The study was approved by the local institutional review board. Included were 156 consecutive patients with confirmed cancer who underwent a whole-body positron emission tomography (PET)/CT examination for clinical purposes (93 male and 63 female patients; mean age ± standard deviation, 59.8 years ± 14.9; range, 11-85 years). Only the CT images were processed with the CBR algorithm, which segments the bones and removes the cortical layer from the images. The PET images served as part of the reference standard. Images from 15 patients were used as a training set. Four radiologists independently evaluated images of half of the remaining 141 patients by using CBRs and MPRs together, and the other half by using MPRs only. Radiologists were blinded to patient names, and patient order was randomized. Results for detection rates and reporting time were recorded and compared with a standard of reference for each patient that was created by one senior radiologist and one nuclear medicine specialist by using all available CT and PET data, CBRs, and follow-up examinations. General estimation equations were used for statistical analysis. RESULTS: There were 349 lesions found in 103 patients, with 203 classified as malignant. Each patient was assessed by two readers per method, leading to a total of 698 lesions. The detection rate for all bone lesions was 35% (247 of 698) for MPRs and 74% (520 of 698) when CBRs and MPRs were used together, which was significantly higher (P < .001). The average reading time decreased from 85 to 43 seconds (P < .001) when both reconstructions were used. CONCLUSION: Advanced visualization of cancellous bone significantly increased the detection of bone metastases and reduced the time for interpretation.


Subject(s)
Algorithms , Bone Neoplasms/diagnostic imaging , Bone Neoplasms/secondary , Radiographic Image Interpretation, Computer-Assisted , Tomography, X-Ray Computed/methods , Adolescent , Adult , Aged , Aged, 80 and over , Child , Female , Humans , Male , Middle Aged , Retrospective Studies
15.
Endocr Connect ; 13(5)2024 May 01.
Article in English | MEDLINE | ID: mdl-38513355

ABSTRACT

Background: The most important part of the follow-up of differentiated thyroid carcinoma (DTC) is the measurement of serum thyroglobulin (Tg). An increase of Tg levels indicates likely tumor recurrence. According to the guidelines of the European Society of Medical Oncology (ESMO), the follow-up should consist of serum Tg assays and a neck ultrasound, while the American Thyroid Association (ATA) recommends serum Tg assays, neck ultrasounds, and a diagnostic radioiodine whole-body scan (WBS) if non-stimulated Tg is greater than 10 ng/mL or if Tg is rising. This study questions the necessity of a diagnostic WBS in patients with low stimulated Tg levels during the initial follow-up. Design: This study is a retrospective data analysis. Methods: The data of 185 patients, who were in regular treatment and aftercare between 2015 and 2018 at the Department of Nuclear Medicine in Vienna, as well as the data of 185 patients who were treated in Tbilisi between 2015 and 2019, were analyzed. Results: There was a highly significant relationship between low stimulated Tg levels (<0.5 ng/mL) and the outcome of the diagnostic WBS at the first follow-up (χ 2 = 14.7, P < 0.001). In total, 31 out of 370 patients (8.4%) had positive findings in the diagnostic WBS. Seventy-five of 370 patients (19.74%) had stimulated Tg levels >0.5 ng/mL. Conclusion: Our data suggest that the first follow-up, 4-12 months after the initial therapy of DTC, including the measurement of basal and stimulated Tg levels and Tg antibody levels, does not mandate a diagnostic WBS on all patients. Significance statement: In this study, we examined the still commonly used routine diagnostic radioiodine whole-body scan in the first follow-up of patients with differentiated thyroid carcinoma. We questioned the necessity of the scan in patients with low stimulated thyroglobulin levels. Therefore, we combined retrospective data from the University Hospital in Vienna and in Tbilisi to analyze 370 patients. We were able to demostrate a highly significant relationship between low stimulated thyroglobulin levels (<0.5 ng/mL) and the outcome of the diagnostic scan at the first follow-up (χ = 14.7, P < 0.001).

16.
Eur Thyroid J ; 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38900599

ABSTRACT

OBJECTIVE: Correct diagnosis and prognostic evaluation of medullary thyroid cancer (MTC) are crucial for the therapy of MTC. The purpose of this study was to evaluate the diagnostic and prognostic value of [18F]F-DOPA PET/CT in patients with MTC. METHODS: We reviewed MTC patients who underwent [18F]F-DOPA PET/CT from June 2008 to November 2023. Clinical characteristics, follow-up data, and the following [18F]F-DOPA PET/CT parameters were recorded: maximum standardized uptake value (SUVmax), mean standardized uptake value (SUVmean), metabolic tumour volume (MTV), and SUVmean of multi-organs. The diagnostic value of PET/CT for detection of tumour lesions were calculated. Serum basal calcitonin (bCt) and stimulated calcitonin (sCt) were determined. Receiver operating characteristic (ROC), Kaplan-Meier and Cox regression analyses were performed. RESULTS: 109 patients (50 women, 59 men; average age, 55 ± 14 y) were included in the analysis. The patient-related sensitivity, specificity and accuracy of [18F]F-DOPA PET/CT were 95%, 93% and 94%, respectively. The lesion-related sensitivity, specificity and accuracy were 65%, 99% and 72%, respectively. The optimal cutoff values of bCt, sCt and CEA to obtain positive [18F]F-DOPA PET/CT results were 64 pg/mL, 1808 pg/mL and 4 µg/L, respectively. Patients with negative [18F]F-DOPA PET/CT had longer overall survival (OS) than patients with positive [18F]F-DOPA PET/CT results (P=0.017). Significant positive correlations were found between bCt, sCt and CEA with SUVmax, SUVmean and MTV of [18F]F-DOPA PET/CT (P<0.001). [18F]F-DOPA PET/CT results and MTV may be useful for evaluation of prognosis of patients with recurrent MTC (RMTC). CONCLUSIONS: [18F]F-DOPA PET/CT had great value for diagnosis and prognostic assessment in patients with MTC. The DOPA PET/CT parameter SUVmean and MTV showed significant association to OS.

17.
Eur Radiol ; 23(7): 1978-85, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23471430

ABSTRACT

OBJECTIVES: To compare fused gadoxetate-enhanced Ga-68-DOTANOC PET/MRI and Ga-68-DOTANOC PET/DWI (diffusion-weighted imaging) for the assessment of abdominal neuroendocrine tumours (NETs). METHODS: Eighteen patients with suspected or histologically proven NETs of the abdomen were enrolled in this retrospective study. All patients underwent Ga-68-DOTANOC PET/CT for a primary search, staging, or restaging, and received an additional MRI, including dynamic gadoxetate-enhanced T1-weighted sequences and DWI (b-values 50, 300 and 600). Co-registered gadoxetate-enhanced PET/MRI and PET/DWI were separately analysed for NET lesions by a nuclear medicine physician and a radiologist in consensus. Sensitivity and specificity were calculated on a per-region, per-organ and per-patient basis. RESULTS: Eighty-seven out of 684 anatomical regions, and 23 out of 270 organs, were NET-positive in 14 out of 18 patients. Region-based sensitivities and specificities were 97.7 % and 99.7 % for gadoxetate-enhanced PET/MRI and 98.9 % and 99.7 % for PET/DWI. Organ-based sensitivities and specificities were 91.3 % and 99.6 % for gadoxetate-enhanced PET/MRI and 95.7 % and 99.6 % for PET/DWI. Finally, patient-based sensitivities and specificities were 100 % and 100 % for gadoxetate-enhanced PET/MRI and 100 % and 75 % for PET/DWI. Sensitivities and specificities of the two methods did not differ significantly. CONCLUSIONS: Gadoxetate-enhanced Ga-68-DOTANOC PET/MRI and Ga-68-DOTANOC PET/DWI are equally useful for the assessment of abdominal NETs. KEY POINTS: • Positron emission tomography and magnetic resonance imaging can both assess neuroendocrine tumours. • Fusion of PET/MR imaging provides helpful information. • Gadoxetate-enhanced Ga-68-DOTANOC PET/MRI and Ga-68-DOTANOC PET/DWI assess neuroendocrine tumours equally well. • PET/DWI is inherently simpler than gadoxetate-enhanced PET/MRI. • Only benign hepatic lesions pose a potential diagnostic dilemma for PET/DWI.


Subject(s)
Abdomen/diagnostic imaging , Diffusion Magnetic Resonance Imaging/methods , Gadolinium DTPA , Neuroendocrine Tumors/diagnostic imaging , Organometallic Compounds , Positron-Emission Tomography/methods , Adolescent , Adult , Aged , Aged, 80 and over , Child , Contrast Media/pharmacology , Female , Gallium Radioisotopes , Humans , Image Processing, Computer-Assisted/methods , Male , Middle Aged , Multimodal Imaging/methods , Reproducibility of Results , Retrospective Studies , Sensitivity and Specificity , Young Adult
18.
Mol Ther ; 20(5): 1056-62, 2012 May.
Article in English | MEDLINE | ID: mdl-22354376

ABSTRACT

Melanomas contain distinct cell subpopulations. Several of these subpopulations, including one expressing CD20, may harbor stem cell-like or tumor-initiating characteristics. We hypothesized that patients at high risk of disease recurrence could benefit from an adjuvant anti-CD20 therapy. Therefore, we initiated a small pilot trial to study the effect of the anti-CD20 antibody rituximab in a group of melanoma patients with stage IV metastatic disease who had been rendered without evident disease by way of surgery, chemotherapy and/or radiation therapy. The major objective was safety, while secondary objectives were description of recurrence-free intervals (RFI) and overall survival (OS). Nine patients received rituximab at 375 mg/m(2) qw for 4 weeks followed by a maintenance therapy every 8 weeks. Treatment was discontinued after 2 years or with disease recurrence. Treatment was well tolerated. After a median observation of 42 months, the median neither of RFI nor of OS has been reached. Despite therapy that ended after 2 years, six out of nine patients are still alive and five of them are recurrence-free. Though the patient number is too small for definitive conclusions, our data may represent a first example of the potential therapeutic value of targeting CD20(+) cell populations-at least for a subset of patients.


Subject(s)
Antibodies, Monoclonal, Murine-Derived/administration & dosage , Antigens, CD20/immunology , Antineoplastic Agents/administration & dosage , Melanoma/therapy , Adult , Aged , Combined Modality Therapy , Disease-Free Survival , Drug Administration Schedule , Female , Humans , Male , Melanoma/immunology , Melanoma/mortality , Melanoma/prevention & control , Middle Aged , Neoplasm Metastasis , Neoplasm Staging , Pilot Projects , Risk , Rituximab , Secondary Prevention
19.
Sci Rep ; 13(1): 22640, 2023 12 19.
Article in English | MEDLINE | ID: mdl-38114753

ABSTRACT

Iatrogenic subclinical hyperthyroidism is induced intentionally in patients with differentiated thyroid cancer to reduce the risk of tumor recurrence. This retrospective study aimed to investigate the effect of thyroid-stimulating hormone (TSH) suppressive therapy on bone mineral density in men and women. Two cohorts of endocrine cancer patients were compared. In cohort A, 42 patients with long-lasting suppressed serum TSH were assessed. Cohort B consisted of 41 euthyroid patients. Bone density was measured in the L1-L4 lumbar vertebrae of all patients using PET/CT scans performed for cancer staging. In 17 patients of cohort A who received a second PET/CT scan, bone density was measured again to provide longitudinal analysis. A non-significant difference in age (p = .572) and equal distribution of sex (p = .916) was determined when comparing both cohorts. A significant difference (p = .011) with a moderate effect (η2 = .08; 20.4%) was observed regarding higher bone mineral density (BMD^HU) in cohort B with normal TSH levels (M 160.63 ± 54.7 HU) versus cohort A under TSH suppression therapy (M 127.9 ± 59.5 HU) for a mean duration of 4.45 ± 2.64 years. Furthermore, no significant change in BMD^HU (p = .786) was found in those patients who received a second PET/CT scan after a mean observation time of 2.3 ± 1.2 years. In conclusion, long-lasting TSH suppression therapy caused a statistically significant decrease in BMD^HU while short-lasting therapy didn't. Therefore, we can assume a higher likelihood of osteoporosis in those patients under prolonged TSH suppression.


Subject(s)
Bone Density , Positron Emission Tomography Computed Tomography , Humans , Female , Male , Thyroxine , Retrospective Studies , Thyrotropin , Neoplasm Recurrence, Local/drug therapy , Lumbar Vertebrae/diagnostic imaging , Absorptiometry, Photon
20.
Front Physiol ; 14: 1074052, 2023.
Article in English | MEDLINE | ID: mdl-37035658

ABSTRACT

Introduction: Dynamic positron emission tomography (PET) and the application of kinetic models can provide important quantitative information based on its temporal information. This however requires arterial blood sampling, which can be challenging to acquire. Nowadays, state-of-the-art PET/CT systems offer fully automated, whole-body (WB) kinetic modelling protocols using image-derived input functions (IDIF) to replace arterial blood sampling. Here, we compared the validity of an automatic WB kinetic model protocol to the reference standard arterial input function (AIF) for both clinical and research settings. Methods: Sixteen healthy participants underwent dynamic WB [18F]FDG scans using a continuous bed motion PET/CT system with simultaneous arterial blood sampling. Multiple processing pipelines that included automatic and manually generated IDIFs derived from the aorta and left ventricle, with and without motion correction were compared to the AIF. Subsequently generated quantitative images of glucose metabolism were compared to evaluate performance of the different input functions. Results: We observed moderate to high correlations between IDIFs and the AIF regarding area under the curve (r = 0.49-0.89) as well as for the cerebral metabolic rate of glucose (CMRGlu) (r = 0.68-0.95). Manual placing of IDIFs and motion correction further improved their similarity to the AIF. Discussion: In general, the automatic vendor protocol is a feasible approach for the quantification of CMRGlu for both, clinical and research settings where expertise or time is not available. However, we advise on a rigorous inspection of the placement of the volume of interest, the resulting IDIF, and the quantitative values to ensure valid interpretations. In protocols requiring longer scan times or where cohorts are prone to involuntary movement, manual IDIF definition with additional motion correction is recommended, as this has greater accuracy and reliability.

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