Your browser doesn't support javascript.
loading
: 20 | 50 | 100
1 - 20 de 691
1.
Int J Obes (Lond) ; 46(2): 400-407, 2022 02.
Article En | MEDLINE | ID: mdl-34728775

BACKGROUND: Obesity is a pressing public health concern worldwide. Novel pharmacological means are urgently needed to combat the increase of obesity and accompanying type 2 diabetes (T2D). Although fully established obesity is associated with neuromolecular alterations and insulin resistance in the brain, potential obesity-promoting mechanisms in the central nervous system have remained elusive. In this triple-tracer positron emission tomography study, we investigated whether brain insulin signaling, µ-opioid receptors (MORs) and cannabinoid CB1 receptors (CB1Rs) are associated with risk for developing obesity. METHODS: Subjects were 41 young non-obese males with variable obesity risk profiles. Obesity risk was assessed by subjects' physical exercise habits, body mass index and familial risk factors, including parental obesity and T2D. Brain glucose uptake was quantified with [18F]FDG during hyperinsulinemic euglycemic clamp, MORs were quantified with [11C]carfentanil and CB1Rs with [18F]FMPEP-d2. RESULTS: Subjects with higher obesity risk had globally increased insulin-stimulated brain glucose uptake (19 high-risk subjects versus 19 low-risk subjects), and familial obesity risk factors were associated with increased brain glucose uptake (38 subjects) but decreased availability of MORs (41 subjects) and CB1Rs (36 subjects). CONCLUSIONS: These results suggest that the hereditary mechanisms promoting obesity may be partly mediated via insulin, opioid and endocannabinoid messaging systems in the brain.


Cerebrum/metabolism , Glucose Intolerance/etiology , Obesity/diagnosis , Receptor, Cannabinoid, CB1/drug effects , Receptors, Opioid, mu/drug effects , Adult , Body Mass Index , Cerebrum/physiopathology , Female , Finland/epidemiology , Glucose Intolerance/epidemiology , Glucose Intolerance/metabolism , Humans , Linear Models , Male , Obesity/epidemiology , Obesity/metabolism , Positron-Emission Tomography/methods , Positron-Emission Tomography/statistics & numerical data , Receptor, Cannabinoid, CB1/metabolism , Receptors, Opioid, mu/metabolism , Risk Factors
2.
Surgery ; 171(1): 47-54, 2022 01.
Article En | MEDLINE | ID: mdl-34301418

BACKGROUND: Preoperative parathyroid imaging guides surgeons during parathyroidectomy. This study evaluates the clinical impact of 18F-fluorocholine positron emission tomography for preoperative parathyroid localization on patients with primary hyperparathyroidism. METHODS: Patients with primary hyperparathyroidism and indications for parathyroidectomy had simultaneous 18F-fluorocholine positron emission tomography imaging/magnetic resonance imaging. In patients who underwent subsequent parathyroidectomy, cure was based on lab values at least 6 months after surgery. Location-based sensitivity and specificity of 18F-fluorocholine positron emission tomography imaging was assessed using 3 anatomic locations (left neck, right neck, and mediastinum), with surgery as the gold standard. RESULTS: In 101 patients, 18F-fluorocholine positron emission tomography localized at least 1 candidate lesion in 93% of patients overall and in 91% of patients with previously negative imaging, leading to a change in preoperative strategy in 60% of patients. Of 76 patients who underwent parathyroidectomy, 58 (77%) had laboratory data at least 6 months postoperatively, with 55/58 patients (95%) demonstrating cure. 18F-fluorocholine positron emission tomography successfully guided curative surgery in 48/58 (83%) patients, compared with 20/57 (35%) based on ultrasound and 13/55 (24%) based on sestamibi. In a location-based analysis, sensitivity of 18F-fluorocholine positron emission tomography (88.9%) outperformed both ultrasound (37.1%) and sestamibi (27.5%), as well as ultrasound and sestamibi combined (47.8%). CONCLUSION: Long-term results in the first cohort in the United States to use 18F-fluorocholine positron emission tomography for parathyroid localization confirm its utility in a challenging cohort, with better sensitivity than ultrasound or sestamibi.


Choline/analogs & derivatives , Hyperparathyroidism, Primary/diagnosis , Parathyroid Glands/diagnostic imaging , Parathyroid Neoplasms/diagnosis , Positron-Emission Tomography/methods , Aged , Choline/administration & dosage , Female , Fluorine Radioisotopes/administration & dosage , Humans , Hyperparathyroidism, Primary/etiology , Hyperparathyroidism, Primary/pathology , Hyperparathyroidism, Primary/surgery , Magnetic Resonance Imaging/statistics & numerical data , Male , Middle Aged , Parathyroid Glands/pathology , Parathyroid Glands/surgery , Parathyroid Neoplasms/complications , Parathyroid Neoplasms/pathology , Parathyroid Neoplasms/surgery , Parathyroidectomy/statistics & numerical data , Positron-Emission Tomography/statistics & numerical data , Preoperative Care/methods , Preoperative Care/statistics & numerical data , Technetium Tc 99m Sestamibi/administration & dosage , Treatment Outcome
3.
BMC Cancer ; 21(1): 1015, 2021 Sep 10.
Article En | MEDLINE | ID: mdl-34507549

BACKGROUND: Graft versus host disease (GvHD) is a frequent complication of allogeneic stem cell transplantation (alloSCT), significantly increasing mortality. Previous imaging studies focused on the assessment of intestinal GvHD with contrast-enhanced MRI/CT or 18F-FDG-PET imaging alone. The objective of this retrospective study was to elucidate the diagnostic value of a combined 18F-FDG-PET-MRI protocol in patients with acute intestinal GvHD. METHODS: Between 2/2015 and 8/2019, 21 patients with acute intestinal GvHD underwent 18F-FDG-PET-MRI. PET, MRI and PET-MRI datasets were independently reviewed. Readers assessed the number of affected segments of the lower gastrointestinal tract and the reliability of the diagnosis on a 5-point Likert scale and quantitative PET (SUVmax, SUVpeak, metabolic volume (MV)) and MRI parameter (wall thickness), were correlated to clinical staging of acute intestinal GvHD. RESULTS: The detection rate for acute intestinal GvHD was 56.8% for PET, 61.4% for MRI and 100% for PET-MRI. PET-MRI (median Likert-scale value: 5; range: 4-5) offers a significantly higher reliability of the diagnosis compared to PET (median: 4; range: 2-5; p = 0.01) and MRI alone (median: 4; range: 3-5; p = 0.03). The number of affected segments in PET-MRI (rs = 0.677; p <  0.001) and the MV (rs = 0.703; p <  0.001) correlated significantly with the clinical stage. SUVmax (rs = 0.345; p = 0.14), SUVpeak (rs = 0.276; p = 0.24) and wall thickening (rs = 0.174; p = 0.17) did not show a significant correlation to clinical stage. CONCLUSION: 18F-FDG-PET-MRI allows for highly reliable assessment of acute intestinal GvHD and adds information indicating clinical severity.


Fluorodeoxyglucose F18 , Graft vs Host Disease/diagnostic imaging , Intestinal Diseases/diagnostic imaging , Magnetic Resonance Imaging/methods , Multimodal Imaging/methods , Positron-Emission Tomography/methods , Radiopharmaceuticals , Acute Disease , Adult , Aged , Allografts , Female , Humans , Magnetic Resonance Imaging/statistics & numerical data , Male , Middle Aged , Multimodal Imaging/statistics & numerical data , Positron-Emission Tomography/statistics & numerical data , Reference Standards , Reproducibility of Results , Retrospective Studies , Stem Cell Transplantation/adverse effects , Whole Body Imaging/methods
4.
Medicine (Baltimore) ; 100(35): e26961, 2021 Sep 03.
Article En | MEDLINE | ID: mdl-34477126

BACKGROUND: The quantification of heterogeneity for the striatum and whole brain with F-18 FP-CIT PET images will be useful for diagnosis. The index obtained from texture analysis on PET images is related to pathological change that the neuronal loss of the nigrostriatal tract is heterogeneous according to the disease state. The aim of this study is to evaluate various heterogeneity indices of F-18 FP-CIT PET images in the diagnosis of Parkinson's disease (PD) patients and to access the diagnostic accuracy of the indices using machine learning (ML). METHODS: This retrospective study included F-18 FP-CIT PET images of 31 PD and 31 age-matched health controls (HC). The volume of interest was delineated according to iso-contour lines around standardized uptake value (SUV) 3.0 g/ml for each region of the striatum by PMod 3.603. One hundred eight heterogeneity indices were calculated using CGITA to find indices from which the PD and HC were classified using statistical significance. PD group was classified by constructing a 2-dimensional or 3-dimensional phase space quantifier using these heterogeneity indices. We used 71 heterogeneity indices to classify PD from HC using ML for dimensional reduction. RESULTS: The heterogeneity indices for classifying PD from HC were size-zone variability, contrast, inverse difference-moment, and homogeneity in the order of low P value. Three-dimensional quantifiers composed of normalized-contrast, code-similarity, and contrast were more clearly classified than 2-dimensional ones. After 71-dimensional reduction using PCA, classification was possible by logistic regression with 91.3% accuracy. The 2 groups were classified with an accuracy of 85.5% using the support vector machine and 88.4% using the random forest. The classification accuracy using the eXtreme Gradient Boosting was 95.7%, and feature importance was highest in order of SUV bias-corrected kurtosis, size-zone-variability, intensity-variability, and high-intensity-zone-variability. CONCLUSION: It was confirmed that PD patients is more clearly classified than the conventional 2-dimensional quantifier by introducing a 3-dimensional phase space quantifier. We observed that ML can be used to classify the 2 groups in an easy and explanatory manner. For the discrimination of the disease, 24 heterogeneity indices were found to be statistically useful, and the major cut-off values of 3 heterogeneity indices were size-zone variability (1906.44), intensity variability (129.21), and high intensity zone emphasis (800.29).


Parkinson Disease/diagnosis , Positron-Emission Tomography/statistics & numerical data , Aged , Female , Fluorodeoxyglucose F18/therapeutic use , Humans , Male , Middle Aged , Neuroimaging/methods , Neuroimaging/statistics & numerical data , Parkinson Disease/diagnostic imaging , Positron-Emission Tomography/methods , Retrospective Studies
5.
Medicine (Baltimore) ; 100(35): e27055, 2021 Sep 03.
Article En | MEDLINE | ID: mdl-34477136

ABSTRACT: This study aimed to assess the longitudinal changes in amyloid beta (Aß) deposition in cortical regions with [11C]-PIB PET in initially amyloid-negative non-demented subjects and evaluate whether amyloid-negative subjects convert to amyloid-positive.Sixteen cognitively normal (CN) and 7 mild cognitive impairment (MCI) subjects (aged 60-75 years), who were amyloid-negative at baseline, underwent 60-minute dynamic [11C]-PIB PET and cognitive assessment over 5.0 to 9.4 years of a long follow-up, and the apolipoprotein-E (APOE) genotype was assessed. Regions of interest were defined in the bilateral cortex on coregistered MRI. Quantitative analysis of [11C]-PIB was performed using the distribution value ratio (DVR). Longitudinal changes in global and regional PIB DVRs were evaluated in the same regions, and the annual rate of change in the PIB DVR was calculated.Seven (30.4%) of 23 initially amyloid-negative non-demented subjects converted to globally amyloid-positive (global PIB DVR ≥1.40) over a follow-up of 6.5 ±â€Š1.4 years (converter). The global PIB DVR in converters increased from 1.22 ±â€Š0.07 at baseline to 1.63 ±â€Š0.15 (n = 7, P < .01) at last follow-up, and an annual increase of global PIB DVR was 0.057 ±â€Š0.019/year (n = 7, P < .01). In contrast, the global PIB DVR in the remaining 16 subjects was 1.15 ±â€Š0.07 at baseline and did not change over a follow-up period (stable). The APOE ε4 allele was present in 4 (57.1%) of the 7 converters, differing from 2 (12.5%) of 16 stable subjects (Fisher's exact test, P < .05). Three amyloid-negative MCI subjects had an annual increase in global PIB DVR above 0.061/year and became positive at 2.8 ±â€Š0.5 years of follow-up, which was faster than 5.0 ±â€Š2.0 years in 4 CN subjects. The regional PIB DVR that increased early above the regional positivity threshold was most frequently found in the right lateral temporal cortex (71.4%), followed by the left frontal cortex (41.8%).Our results suggest that the initially amyloid-negative CN and MCI subjects, especially with APOE ε4, can become globally amyloid-positive over a longer time, based on early regional Aß deposition in the lateral temporal cortex and/or frontal cortex.


Alzheimer Disease/diagnostic imaging , Amyloid beta-Peptides/analysis , Plaque, Amyloid/complications , Aged , Alzheimer Disease/physiopathology , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/epidemiology , Female , Humans , Male , Middle Aged , Plaque, Amyloid/physiopathology , Positron-Emission Tomography/methods , Positron-Emission Tomography/statistics & numerical data
6.
Cancer Med ; 10(18): 6317-6326, 2021 09.
Article En | MEDLINE | ID: mdl-34363337

BACKGROUND: 2-deoxy-2-[fluorine-18] fluoro-d-glucose (18 F-FDG) positron emission tomography (18 F-FDG-PET) is a convenient modality to assess the metabolic activity within tumor cells. However, there is no consensus regarding the relationship between 18 F-FDG uptake and the immune environment in thymic epithelial tumors (TETs). We conducted a clinicopathological study to elucidate the relationship between 18 F-FDG uptake and programmed death ligands 1 and 2 (PD-L1/PD-L2) expression in patients with TETs. METHODS: A total of 108 patients with histologically confirmed TETs classified as thymomas or thymic carcinomas who underwent surgical resection or biopsy or needle biopsy and 18 F-FDG PET before any treatment between August 2007 and March 2020 were enrolled in this study. Tumor specimens underwent immunohistochemical staining for PD-L1, PD-L2, GLUT1, HIF-1α, VEGFR2, VEGF-C, and ß2 adrenergic receptor. RESULTS: High uptakes of SUVmax , SUVmean , MTV, and TLG were identified in 28 (25.9%), 61 (56.5%), 55 (50.9%), and 55 (50.9%) of 108 patients, respectively. High uptake of SUVmax significantly correlated with PS (performance status) of 1-2, thymic carcinoma, and advanced stage, and SUVmax on 18 F-FDG uptake displayed a close association with PD-L1 and PD-L2 expressions, but not with MTV and TLG. Our analysis revealed that SUVmax was identified as being significant relationship for positive PD-L1/PD-L2 expression. GLUT1, HIF-1α, and VEGFR2 were significantly associated with the expression of PD-L1/PD-L2 from the biological viewpoint. CONCLUSION: 18 F-FDG accumulation was closely associated with the expression of PD-L1/PD-L2, which, in turn, was correlated with glucose metabolism and hypoxia. PD-L1/PD-L2 could affect the glucose metabolism and hypoxia in thymic tumor cells.


Neoplasms, Glandular and Epithelial/immunology , Thymoma/immunology , Thymus Gland/diagnostic imaging , Thymus Neoplasms/immunology , Adult , Aged , Aged, 80 and over , B7-H1 Antigen/analysis , B7-H1 Antigen/metabolism , Biopsy , Female , Fluorodeoxyglucose F18/administration & dosage , Glucose Transporter Type 1/analysis , Glucose Transporter Type 1/metabolism , Humans , Hypoxia-Inducible Factor 1, alpha Subunit/analysis , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Immunohistochemistry , Male , Middle Aged , Neoplasms, Glandular and Epithelial/diagnosis , Neoplasms, Glandular and Epithelial/pathology , Neoplasms, Glandular and Epithelial/surgery , Positron-Emission Tomography/methods , Positron-Emission Tomography/statistics & numerical data , Programmed Cell Death 1 Ligand 2 Protein/analysis , Programmed Cell Death 1 Ligand 2 Protein/metabolism , Retrospective Studies , Thymectomy , Thymoma/diagnosis , Thymoma/pathology , Thymoma/surgery , Thymus Gland/immunology , Thymus Gland/pathology , Thymus Gland/surgery , Thymus Neoplasms/diagnosis , Thymus Neoplasms/pathology , Thymus Neoplasms/surgery , Tumor Hypoxia/immunology , Warburg Effect, Oncologic
7.
Int J Obes (Lond) ; 45(11): 2499-2505, 2021 11.
Article En | MEDLINE | ID: mdl-34341470

BACKGROUND/OBJECTIVES: Disturbed circadian rhythm is associated with an increased risk of obesity and metabolic disorders. Brown adipose tissue (BAT) is a site of nonshivering thermogenesis (NST) and plays a role in regulating whole-body energy expenditure (EE), substrate metabolism, and body fatness. In this study, we examined diurnal variations of NST in healthy humans by focusing on their relation to BAT activity. METHODS: Forty-four healthy men underwent 18F-fluoro-2-deoxy-D-glucose positron emission tomography and were divided into Low-BAT and High-BAT groups. In STUDY 1, EE, diet-induced thermogenesis (DIT), and fat oxidation (FO) were measured using a whole-room indirect calorimeter at 27 °C. In STUDY 2, EE, FO, and skin temperature in the region close to BAT depots (Tscv) and in the control region (Tc) were measured at 27 °C and after 90 min cold exposure at 19 °C in the morning and in the evening. RESULTS: In STUDY 1, DIT and FO after breakfast was higher in the High-BAT group than in the Low-BAT group (P < 0.05), whereas those after dinner were comparable in the two groups. FO in the High-BAT group was higher after breakfast than after dinner (P < 0.01). In STUDY 2, cold-induced increases in EE (CIT), FO, and Tscv relative to Tc in the morning were higher in the High-BAT group than in the Low-BAT group (P < 0.05), whereas those after dinner were comparable in the two groups. CIT in the High-BAT group tended to be higher in the morning than in the evening (P = 0.056). CONCLUSION: BAT-associated NST and FO were evident in the morning, but not in the evening, suggesting that the activity of human BAT is higher in the morning than in the evening, and thus may be involved in the association of an eating habit of breakfast skipping with obesity and related metabolic disorders.


Adipose Tissue, Brown/metabolism , Circadian Rhythm/physiology , Thermogenesis/physiology , Time Factors , Adipose Tissue, Brown/physiology , Adult , Female , Humans , Male , Positron-Emission Tomography/methods , Positron-Emission Tomography/statistics & numerical data
8.
PLoS One ; 16(7): e0253653, 2021.
Article En | MEDLINE | ID: mdl-34197503

PURPOSE: To facilitate the demonstration of the prognostic value of radiomics, multicenter radiomics studies are needed. Pooling radiomic features of such data in a statistical analysis is however challenging, as they are sensitive to the variability in scanner models, acquisition protocols and reconstruction settings, which is often unavoidable in a multicentre retrospective analysis. A statistical harmonization strategy called ComBat was utilized in radiomics studies to deal with the "center-effect". The goal of the present work was to integrate a transfer learning (TL) technique within ComBat-and recently developed alternate versions of ComBat with improved flexibility (M-ComBat) and robustness (B-ComBat)-to allow the use of a previously determined harmonization transform to the radiomic feature values of new patients from an already known center. MATERIAL AND METHODS: The proposed TL approach were incorporated in the four versions of ComBat (standard, B, M, and B-M ComBat). The proposed approach was evaluated using a dataset of 189 locally advanced cervical cancer patients from 3 centers, with magnetic resonance imaging (MRI) and positron emission tomography (PET) images, with the clinical endpoint of predicting local failure. The impact performance of the TL approach was evaluated by comparing the harmonization achieved using only parts of the data to the reference (harmonization achieved using all the available data). It was performed through three different machine learning pipelines. RESULTS: The proposed TL technique was successful in harmonizing features of new patients from a known center in all versions of ComBat, leading to predictive models reaching similar performance as the ones developed using the features harmonized with all the data available. CONCLUSION: The proposed TL approach enables applying a previously determined ComBat transform to new, previously unseen data.


Cervix Uteri/diagnostic imaging , Image Interpretation, Computer-Assisted/standards , Machine Learning/standards , Uterine Cervical Neoplasms/diagnosis , Adult , Aged , Aged, 80 and over , Cervix Uteri/pathology , Chemoradiotherapy/methods , Datasets as Topic , Decision Support Systems, Clinical/standards , Decision Support Systems, Clinical/statistics & numerical data , Female , Follow-Up Studies , Humans , Image Interpretation, Computer-Assisted/methods , Image Interpretation, Computer-Assisted/statistics & numerical data , Machine Learning/statistics & numerical data , Magnetic Resonance Imaging/standards , Magnetic Resonance Imaging/statistics & numerical data , Middle Aged , Positron-Emission Tomography/standards , Positron-Emission Tomography/statistics & numerical data , Retrospective Studies , Tomography, X-Ray Computed/standards , Tomography, X-Ray Computed/statistics & numerical data , Treatment Outcome , Uterine Cervical Neoplasms/therapy , Young Adult
9.
Philos Trans A Math Phys Eng Sci ; 379(2204): 20200192, 2021 Aug 23.
Article En | MEDLINE | ID: mdl-34218673

We present the Core Imaging Library (CIL), an open-source Python framework for tomographic imaging with particular emphasis on reconstruction of challenging datasets. Conventional filtered back-projection reconstruction tends to be insufficient for highly noisy, incomplete, non-standard or multi-channel data arising for example in dynamic, spectral and in situ tomography. CIL provides an extensive modular optimization framework for prototyping reconstruction methods including sparsity and total variation regularization, as well as tools for loading, preprocessing and visualizing tomographic data. The capabilities of CIL are demonstrated on a synchrotron example dataset and three challenging cases spanning golden-ratio neutron tomography, cone-beam X-ray laminography and positron emission tomography. This article is part of the theme issue 'Synergistic tomographic image reconstruction: part 2'.


Radiographic Image Interpretation, Computer-Assisted/statistics & numerical data , Software , Tomography, X-Ray Computed/statistics & numerical data , Algorithms , Data Interpretation, Statistical , Databases, Factual/statistics & numerical data , Humans , Image Interpretation, Computer-Assisted/statistics & numerical data , Imaging, Three-Dimensional/statistics & numerical data , Neutrons , Positron-Emission Tomography/statistics & numerical data , Synchrotrons , Tomography/statistics & numerical data
10.
Philos Trans A Math Phys Eng Sci ; 379(2204): 20200208, 2021 Aug 23.
Article En | MEDLINE | ID: mdl-34218674

SIRF is a powerful PET/MR image reconstruction research tool for processing data and developing new algorithms. In this research, new developments to SIRF are presented, with focus on motion estimation and correction. SIRF's recent inclusion of the adjoint of the resampling operator allows gradient propagation through resampling, enabling the MCIR technique. Another enhancement enabled registering and resampling of complex images, suitable for MRI. Furthermore, SIRF's integration with the optimization library CIL enables the use of novel algorithms. Finally, SPM is now supported, in addition to NiftyReg, for registration. Results of MR and PET MCIR reconstructions are presented, using FISTA and PDHG, respectively. These demonstrate the advantages of incorporating motion correction and variational and structural priors. This article is part of the theme issue 'Synergistic tomographic image reconstruction: part 2'.


Algorithms , Image Interpretation, Computer-Assisted/statistics & numerical data , Magnetic Resonance Imaging/statistics & numerical data , Multimodal Imaging/statistics & numerical data , Positron-Emission Tomography/statistics & numerical data , Artifacts , Humans , Imaging, Three-Dimensional/statistics & numerical data , Motion , Respiration , Software
11.
Philos Trans A Math Phys Eng Sci ; 379(2204): 20200207, 2021 Aug 23.
Article En | MEDLINE | ID: mdl-34218675

Subject motion in positron emission tomography (PET) is a key factor that degrades image resolution and quality, limiting its potential capabilities. Correcting for it is complicated due to the lack of sufficient measured PET data from each position. This poses a significant barrier in calculating the amount of motion occurring during a scan. Motion correction can be implemented at different stages of data processing either during or after image reconstruction, and once applied accurately can substantially improve image quality and information accuracy. With the development of integrated PET-MRI (magnetic resonance imaging) scanners, internal organ motion can be measured concurrently with both PET and MRI. In this review paper, we explore the synergistic use of PET and MRI data to correct for any motion that affects the PET images. Different types of motion that can occur during PET-MRI acquisitions are presented and the associated motion detection, estimation and correction methods are reviewed. Finally, some highlights from recent literature in selected human and animal imaging applications are presented and the importance of motion correction for accurate kinetic modelling in dynamic PET-MRI is emphasized. This article is part of the theme issue 'Synergistic tomographic image reconstruction: part 2'.


Algorithms , Magnetic Resonance Imaging/statistics & numerical data , Multimodal Imaging/statistics & numerical data , Positron-Emission Tomography/statistics & numerical data , Animals , Artifacts , Brain/diagnostic imaging , Cardiovascular System/diagnostic imaging , Databases, Factual , Humans , Image Interpretation, Computer-Assisted/statistics & numerical data , Motion , Movement , Myocardial Contraction , Neoplasms/diagnostic imaging , Respiration , Software
12.
J Nucl Cardiol ; 28(5): 2272-2282, 2021 10.
Article En | MEDLINE | ID: mdl-33977372

Abdominal aortic aneurysm (AAA) disease is characterized by an asymptomatic, permanent, focal dilatation of the abdominal aorta progressing towards rupture, which confers significant mortality. Patient management and surgical decisions rely on aortic diameter measurements via abdominal ultrasound surveillance. However, AAA rupture can occur at small diameters or may never occur at large diameters, implying that anatomical size is not necessarily a sufficient indicator. Molecular imaging may help identify high-risk patients through AAA evaluation independent of aneurysm size, and there is the question of the potential role of positron emission tomography (PET) and emerging role of novel radiotracers for AAA. Therefore, this review summarizes PET studies conducted in the last 10 years and discusses the usefulness of PET radiotracers for AAA risk stratification. The most frequently reported radiotracer was [18F]fluorodeoxyglucose, indicating inflammatory activity and reflecting the biomechanical properties of AAA. Emerging radiotracers include [18F]-labeled sodium fluoride, a calcification marker, [64Cu]DOTA-ECL1i, an indicator of chemokine receptor type 2 expression, and [18F]fluorothymidine, a marker of cell proliferation. For novel radiotracers, preliminary trials in patients are warranted before their widespread clinical implementation. AAA rupture risk is challenging to evaluate; therefore, clinicians may benefit from PET-based risk assessment to guide patient management and surgical decisions.


Aortic Aneurysm, Abdominal/diagnostic imaging , Positron-Emission Tomography/methods , Aortic Aneurysm, Abdominal/diagnosis , Aortic Aneurysm, Abdominal/physiopathology , Fluorodeoxyglucose F18/administration & dosage , Fluorodeoxyglucose F18/therapeutic use , Humans , Positron-Emission Tomography/statistics & numerical data , Radiopharmaceuticals/administration & dosage , Radiopharmaceuticals/therapeutic use , Risk Assessment/methods
13.
Philos Trans A Math Phys Eng Sci ; 379(2200): 20200205, 2021 Jun 28.
Article En | MEDLINE | ID: mdl-33966461

Imaging is omnipresent in modern society with imaging devices based on a zoo of physical principles, probing a specimen across different wavelengths, energies and time. Recent years have seen a change in the imaging landscape with more and more imaging devices combining that which previously was used separately. Motivated by these hardware developments, an ever increasing set of mathematical ideas is appearing regarding how data from different imaging modalities or channels can be synergistically combined in the image reconstruction process, exploiting structural and/or functional correlations between the multiple images. Here we review these developments, give pointers to important challenges and provide an outlook as to how the field may develop in the forthcoming years. This article is part of the theme issue 'Synergistic tomographic image reconstruction: part 1'.


Image Interpretation, Computer-Assisted/methods , Multimodal Imaging/methods , Algorithms , Bayes Theorem , Biophysical Phenomena , Diagnostic Imaging/methods , Diagnostic Imaging/statistics & numerical data , Diagnostic Imaging/trends , Humans , Image Interpretation, Computer-Assisted/statistics & numerical data , Likelihood Functions , Machine Learning , Magnetic Resonance Imaging/methods , Magnetic Resonance Imaging/statistics & numerical data , Markov Chains , Mathematical Concepts , Multimodal Imaging/statistics & numerical data , Multimodal Imaging/trends , Neural Networks, Computer , Positron-Emission Tomography/methods , Positron-Emission Tomography/statistics & numerical data
14.
Philos Trans A Math Phys Eng Sci ; 379(2200): 20200202, 2021 Jun 28.
Article En | MEDLINE | ID: mdl-33966463

Coronary artery disease (CAD) is caused by the formation of plaques in the coronary arteries and is one of the most common cardiovascular diseases. NaF-PET can be used to assess plaque composition, which could be important for therapy planning. One of the main challenges of NaF-PET is cardiac and respiratory motion which can strongly impair diagnostic accuracy. In this study, we investigated the use of a synergistic image registration approach which combined motion-resolved MR and PET data to estimate cardiac and respiratory motion. This motion estimation could then be used to improve the NaF-PET image quality. The approach was evaluated with numerical simulations and in vivo scans of patients suffering from CAD. In numerical simulations, it was shown, that combining MR and PET information can improve the accuracy of motion estimation by more than 15%. For the in vivo scans, the synergistic image registration led to an improvement in uptake visualization. This is the first study to assess the benefit of combining MR and NaF-PET for cardiac and respiratory motion estimation. Further patient evaluation is required to fully evaluate the potential of this approach. This article is part of the theme issue 'Synergistic tomographic image reconstruction: part 1'.


Coronary Artery Disease/diagnostic imaging , Image Interpretation, Computer-Assisted/methods , Multimodal Imaging/methods , Computer Simulation , Coronary Vessels/diagnostic imaging , Fluorine Radioisotopes , Humans , Image Interpretation, Computer-Assisted/statistics & numerical data , Magnetic Resonance Imaging/methods , Magnetic Resonance Imaging/statistics & numerical data , Motion , Multimodal Imaging/statistics & numerical data , Myocardial Contraction , Plaque, Atherosclerotic/diagnostic imaging , Positron-Emission Tomography/methods , Positron-Emission Tomography/statistics & numerical data , Radiopharmaceuticals , Respiration , Sodium Fluoride
15.
J Cereb Blood Flow Metab ; 41(11): 2805-2819, 2021 11.
Article En | MEDLINE | ID: mdl-34018825

Clinical positron emission tomography (PET) research is costly and entails exposing participants to radioactivity. Researchers should therefore aim to include just the number of subjects needed to fulfill the purpose of the study. In this tutorial we show how to apply sequential Bayes Factor testing in order to stop the recruitment of subjects in a clinical PET study as soon as enough data have been collected to make a conclusion. By using simulations, we demonstrate that it is possible to stop a study early, while keeping the number of erroneous conclusions low. We then apply sequential Bayes Factor testing to a real PET data set and show that it is possible to obtain support in favor of an effect while simultaneously reducing the sample size with 30%. Using this procedure allows researchers to reduce expense and radioactivity exposure for a range of effect sizes relevant for PET research.


Computer Simulation/statistics & numerical data , Positron-Emission Tomography/adverse effects , Positron-Emission Tomography/economics , Radiation Exposure/prevention & control , Adult , Bayes Theorem , Case-Control Studies , Early Termination of Clinical Trials/ethics , Early Termination of Clinical Trials/methods , Female , Humans , Male , Middle Aged , Positron-Emission Tomography/statistics & numerical data , Radiation Exposure/adverse effects , Research Design , Sample Size
16.
Medicine (Baltimore) ; 100(15): e25494, 2021 Apr 16.
Article En | MEDLINE | ID: mdl-33847661

ABSTRACT: Recent breakthrough results from immune checkpoint inhibitors (ICIs) have paved the way to a new era of cancer immunotherapy, and have thus led to a paradigm shift of cancer treatment. In particular, inhibition of the antiprogrammed death-1 (PD-1)/programmed death-ligand 1 (PD-L1) axis with ICI, including nivolumab and pembrolizumab, has been emerging as a novel treatment strategy for advanced gastric cancers. An accurate noninvasive assessment of the response to ICI is important for the management of patients with advanced or metastatic gastric cancer.To examine whether the European Organization for Research and Treatment of Cancer (EORTC) and PET Response Criteria in Solid Tumors (PERCIST) are valuable for predicting progression-free survival (PFS) in patients with advanced or metastatic gastric cancers treated with nivolumab.Six patients with advanced or metastatic gastric cancers who underwent 18F-FDG-PET/computed tomography (CT) scans before, and from 2 to 6 months after initiation of nivolumab therapy between September 2017 and August 2019, were evaluated retrospectively. The correlation between tumor progression and EORTC or PERCIST was assessed with the Fisher's exact test. The PFS was assessed with the Kaplan-Meier method.Two patients were alive without progression, and the remaining 4 patients exhibited tumor progression. Two patients without progression were classified as partial metabolic response (PMR) patients based on EORTC or PERCIST, while the other 4 patients with progression were classified as progressive metabolic disease (PMD) patients based on EORTC (P = .067), or stable metabolic disease (SMD) patients, or PMD patients based on PERCIST (P = .067).The mean and median PFS of all patients was 12.7 months (95% confidence interval [CI], 4.9-20.4 months) and 5 months (95%CI, 4.0-11.0 months). Two EORTC or PERCIST PMR patients showed significantly longer median PFS compared with 4 non-PMR patients (not reached vs 4.0 months, P = .044). Three PERCIST PMR or SMD patients also showed significantly longer median PFS compared with 3 PMD patients (not reached vs 4.0 months, P = .022). These results suggest that EORTC or PERCIST has the potential to predict PFS of patients with advanced or metastatic gastric cancers treated by nivolumab and further studies are needed to determine its value in larger study populations.


Antineoplastic Agents, Immunological/therapeutic use , Nivolumab/therapeutic use , Positron-Emission Tomography/statistics & numerical data , Response Evaluation Criteria in Solid Tumors , Stomach Neoplasms/diagnostic imaging , Aged , Aged, 80 and over , Female , Fluorodeoxyglucose F18 , Humans , Male , Middle Aged , Pilot Projects , Positron-Emission Tomography/methods , Predictive Value of Tests , Progression-Free Survival , Radiopharmaceuticals , Retrospective Studies , Stomach Neoplasms/drug therapy , Stomach Neoplasms/mortality
17.
J Surg Res ; 264: 37-44, 2021 08.
Article En | MEDLINE | ID: mdl-33765509

BACKGROUND: The frequency and cost of postoperative surveillance for older adults (>65 y) with T1N0M0 low-risk papillary thyroid cancer (PTC) have not been well studied. METHODS: Using the SEER-Medicare (2006-2013) database, frequency and cost of surveillance concordant with American Thyroid Association (ATA) guidelines (defined as an office visit, ≥1 thyroglobulin measurement, and ultrasound 6- to 24-month postoperatively) were analyzed for the overall cohort of single-surgery T1N0M0 low-risk PTC, stratified by lobectomy versus total thyroidectomy. RESULTS: Majority of 2097 patients in the study were white (86.7%) and female (77.5%). Median age and tumor size were 72 y (interquartile range 68-76) and 0.6 cm (interquartile range 0.3-1.1 cm), respectively; 72.9% of patients underwent total thyroidectomy. Approximately 77.5% of patients had a postoperative surveillance visit; however, only 15.9% of patients received ATA-concordant surveillance. Patients who underwent total thyroidectomy as compared with lobectomy were more likely to undergo surveillance testing, thyroglobulin (61.7% versus 24.8%) and ultrasound (37.5% versus 29.2%) (all P < 0.01), and receive ATA-concordant surveillance (18.5% versus 9.0%, P < 0.001). Total surveillance cost during the study period was $621,099. Diagnostic radioactive iodine, ablation, and advanced imaging (such as positron emission tomography scans) accounted for 55.5% of costs ($344,692), whereas ATA-concordant care accounted for 44.5% of costs. After multivariate adjustment, patients who underwent total thyroidectomy as compared with lobectomy were twice as likely to receive ATA-concordant surveillance (adjusted odds ratio 2.0, 95% confidence interval: 1.5-2.8, P < 0.001). CONCLUSIONS: Majority of older adults with T1N0M0 low-risk PTC do not receive ATA-concordant surveillance; discordant care was costly. Total thyroidectomy was the strongest predictor of receiving ATA-concordant care.


Neoplasm Recurrence, Local/diagnosis , Thyroid Cancer, Papillary/surgery , Thyroid Neoplasms/surgery , Thyroidectomy/statistics & numerical data , Watchful Waiting/statistics & numerical data , Aged , Aged, 80 and over , Female , Humans , Iodine Radioisotopes/administration & dosage , Male , Medicare/economics , Medicare/statistics & numerical data , Neoplasm Recurrence, Local/blood , Neoplasm Recurrence, Local/prevention & control , Neoplasm Staging , Positron-Emission Tomography/economics , Positron-Emission Tomography/standards , Positron-Emission Tomography/statistics & numerical data , Postoperative Care/economics , Postoperative Care/standards , Postoperative Care/statistics & numerical data , Practice Guidelines as Topic , Retrospective Studies , Risk Factors , SEER Program/statistics & numerical data , Thyroglobulin/blood , Thyroid Cancer, Papillary/blood , Thyroid Cancer, Papillary/diagnosis , Thyroid Cancer, Papillary/economics , Thyroid Gland/diagnostic imaging , Thyroid Gland/pathology , Thyroid Gland/surgery , Thyroid Neoplasms/blood , Thyroid Neoplasms/diagnosis , Thyroid Neoplasms/economics , Thyroidectomy/methods , Ultrasonography/economics , Ultrasonography/standards , Ultrasonography/statistics & numerical data , United States , Watchful Waiting/economics , Watchful Waiting/standards
18.
J Nucl Cardiol ; 28(5): 2244-2254, 2021 10.
Article En | MEDLINE | ID: mdl-31975332

BACKGROUND: Microcalcifications cannot be identified with the present resolution of CT; however, 18F-sodium fluoride (18F-NaF) positron emission tomography (PET) imaging has been proposed for non-invasive identification of microcalcification. The primary objective of this study was to assess whether 18F-NaF activity can assess the presence and predict the progression of CT detectable vascular calcification. METHODS AND RESULTS: The data of two longitudinal studies in which patients received a 18F-NaF PET-CT at baseline and after 6 months or 1-year follow-up were used. The target to background ratio (TBR) was measured on PET at baseline and CT calcification was quantified in the femoral arteries at baseline and follow-up. 128 patients were included. A higher TBR at baseline was associated with higher calcification mass at baseline and calcification progression (ß = 1.006 [1.005-1.007] and ß = 1.002 [1.002-1.003] in the studies with 6 months and 1-year follow-up, respectively). In areas without calcification at baseline and where calcification developed at follow-up, the TBR was .11-.13 (P < .001) higher compared to areas where no calcification developed. CONCLUSION: The activity of 18F-NaF is related to the amount of calcification and calcification progression. In areas where calcification formation occurred, the TBR was slightly but significantly higher.


Fluorodeoxyglucose F18/metabolism , Vascular Calcification/metabolism , Veins/drug effects , Aged , Female , Fluorodeoxyglucose F18/therapeutic use , Humans , Longitudinal Studies , Male , Middle Aged , Netherlands , Positron-Emission Tomography/methods , Positron-Emission Tomography/statistics & numerical data , Radiopharmaceuticals/metabolism , Radiopharmaceuticals/therapeutic use , Vascular Calcification/diagnostic imaging , Veins/metabolism
19.
J Nucl Cardiol ; 28(5): 2190-2193, 2021 10.
Article En | MEDLINE | ID: mdl-33051803

The diagnosis of cardiac sarcoidosis (CS) is challenging. Recently, guidelines incorporated cardiac positron emission tomography (PET) with 18F-Fluorodeoxyglucose (F18-FDG) as a non-invasive diagnostic modality for the detection and follow-up of CS. However, this technique is dependent of patient dietary preparation to suppress physiological myocardial F18-FDG uptake. We present a case of possible CS which highlights a novel preparation protocol that facilitated appropriate myocardial suppression.


Fluorodeoxyglucose F18/therapeutic use , Positron-Emission Tomography/instrumentation , Sarcoidosis/diagnostic imaging , Sarcoidosis/diet therapy , Adult , Female , Humans , Positron-Emission Tomography/methods , Positron-Emission Tomography/statistics & numerical data , Radiopharmaceuticals/therapeutic use , Sarcoidosis/physiopathology
20.
J Nucl Med ; 62(5): 695-699, 2021 05 10.
Article En | MEDLINE | ID: mdl-32978283

The purpose of this study was to evaluate differences between patients receiving 18F-fluciclovine and 68Ga-prostate-specific membrane antigen (68Ga-PSMA-11) for biochemically recurrent prostate cancer at a tertiary medical center. Methods: All 18F-fluciclovine and 68Ga-PSMA-11 PET studies performed at the University of California San Francisco from October 2015 to January 2020 were reviewed. Age, race/ethnicity, primary language, body mass index, insurance type, and home address were obtained through the electronic medical record. A logistic regression model was used to evaluate the predictor variables. Results: In total, 1,502 patients received 68Ga-PSMA-11 and 254 patients received 18F-fluciclovine. Black patients had increased odds of receiving imaging with 18F-fluciclovine versus 68Ga-PSMA-11 compared with non-Hispanic White patients (odds ratio, 3.88; 95% CI, 1.90-7.91). There were no other statistically significant differences. Conclusion: In patients receiving molecular imaging for prostate cancer at a single U.S. tertiary medical center, access to 68Ga-PSMA-11 for Black patients was limited, compared with non-Hispanic White patients, by a factor of nearly 4.


Academic Medical Centers/statistics & numerical data , Positron-Emission Tomography/statistics & numerical data , Prostatic Neoplasms/diagnostic imaging , Tertiary Care Centers/statistics & numerical data , Humans , Male
...