95 results on '"McGowan DR"'
Search Results
2. The role of [18F]fluorodopa positron emission tomography in grading of gliomas
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Roach, JR, Plaha, P, McGowan, DR, and Higgins, GS
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Cancer Research ,Neurology ,Oncology ,Neurology (clinical) - Abstract
Purpose Gliomas are the most commonly occurring brain tumour in adults and there remains no cure for these tumours with treatment strategies being based on tumour grade. All treatment options aim to prolong survival, maintain quality of life and slow the inevitable progression from low-grade to high-grade. Despite imaging advancements, the only reliable method to grade a glioma is to perform a biopsy, and even this is fraught with errors associated with under grading. Positron emission tomography (PET) imaging with amino acid tracers such as [18F]fluorodopa (18F-FDOPA), [11C]methionine (11C-MET), [18F]fluoroethyltyrosine (18F-FET), and 18F-FDOPA are being increasingly used in the diagnosis and management of gliomas. Methods In this review we discuss the literature available on the ability of 18F-FDOPA-PET to distinguish low- from high-grade in newly diagnosed gliomas. Results In 2016 the Response Assessment in Neuro-Oncology (RANO) and European Association for Neuro-Oncology (EANO) published recommendations on the clinical use of PET imaging in gliomas. However, since these recommendations there have been a number of studies performed looking at whether 18F-FDOPA-PET can identify areas of high-grade transformation before the typical radiological features of transformation such as contrast enhancement are visible on standard magnetic resonance imaging (MRI). Conclusion Larger studies are needed to validate 18F-FDOPA-PET as a non-invasive marker of glioma grade and prediction of tumour molecular characteristics which could guide decisions surrounding surgical resection.
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- 2022
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3. Deep learning–based time-of-flight (ToF) image enhancement of non-ToF PET scans
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Mehranian, A, Wollenweber, SD, Walker, MD, Bradley, KM, Fielding, P, Huellner, MW, Kotasidis, F, Su, K, Johnsen, R, Jansen, F, and McGowan, DR
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Deep Learning ,Fluorodeoxyglucose F18 ,Positron Emission Tomography Computed Tomography ,Positron-Emission Tomography ,Image Processing, Computer-Assisted ,Humans ,Radiology, Nuclear Medicine and imaging ,General Medicine ,Tomography, X-Ray Computed ,Algorithms - Abstract
Purpose To improve the quantitative accuracy and diagnostic confidence of PET images reconstructed without time-of-flight (ToF) using deep learning models trained for ToF image enhancement (DL-ToF). Methods A total of 273 [18F]-FDG PET scans were used, including data from 6 centres equipped with GE Discovery MI ToF scanners. PET data were reconstructed using the block-sequential-regularised-expectation–maximisation (BSREM) algorithm with and without ToF. The images were then split into training (n = 208), validation (n = 15), and testing (n = 50) sets. Three DL-ToF models were trained to transform non-ToF BSREM images to their target ToF images with different levels of DL-ToF strength (low, medium, high). The models were objectively evaluated using the testing set based on standardised uptake value (SUV) in 139 identified lesions, and in normal regions of liver and lungs. Three radiologists subjectively rated the models using testing sets based on lesion detectability, diagnostic confidence, and image noise/quality. Results The non-ToF, DL-ToF low, medium, and high methods resulted in − 28 ± 18, − 28 ± 19, − 8 ± 22, and 1.7 ± 24% differences (mean; SD) in the SUVmaxfor the lesions in testing set, compared to ToF-BSREM image. In background lung VOIs, the SUVmeandifferences were 7 ± 15, 0.6 ± 12, 1 ± 13, and 1 ± 11% respectively. In normal liver, SUVmeandifferences were 4 ± 5, 0.7 ± 4, 0.8 ± 4, and 0.1 ± 4%. Visual inspection showed that our DL-ToF improved feature sharpness and convergence towards ToF reconstruction. Blinded clinical readings of testing sets for diagnostic confidence (scale 0–5) showed that non-ToF, DL-ToF low, medium, and high, and ToF images scored 3.0, 3.0,4.1, 3.8, and 3.5 respectively. For this set of images, DL-ToF medium therefore scored highest for diagnostic confidence. Conclusion Deep learning–based image enhancement models may provide converged ToF-equivalent image quality without ToF reconstruction. In clinical scoring DL-ToF-enhanced non-ToF images (medium and high) on average scored as high as, or higher than, ToF images. The model is generalisable and hence, could be applied to non-ToF images from BGO-based PET/CT scanners.
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- 2022
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4. Characterising ¹⁸F-fluciclovine uptake in breast cancer through the use of dynamic PET/CT imaging
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Scott, NP, Teoh, EJ, Flight, H, Jones, BE, Niederer, J, Mustata, L, MacLean, GM, Roy, PG, Remoundos, DD, Snell, C, Liu, C, Gleeson, FV, Harris, AL, Lord, SR, and McGowan, DR
- Abstract
Background:18F-fluciclovine is a synthetic amino acid positron emission tomography (PET) radiotracer that is approved for use in prostate cancer. In this clinical study, we characterised the kinetic model best describing the uptake of18F-fluciclovine in breast cancer and assessed differences in tracer kinetics and static parameters for different breast cancer receptor subtypes and tumour grades. Methods:Thirty-nine patients with pathologically proven breast cancer underwent 20-min dynamic PET/computed tomography imaging following the administration of18F-fluciclovine. Uptake into primary breast tumours was evaluated using one- and two-tissue reversible compartmental kinetic models and static parameters. Results:A reversible one-tissue compartment model was shown to best describe tracer uptake in breast cancer. No significant differences were seen in kinetic or static parameters for different tumour receptor subtypes or grades. Kinetic and static parameters showed a good correlation. Conclusions:18F-fluciclovine has potential in the imaging of primary breast cancer, but kinetic analysis may not have additional value over static measures of tracer uptake. Clinical Trial Registration:NCT03036943.
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- 2022
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5. Safety and tumour hypoxia modifying effect of buparlisib with radiotherapy in NSCLC: a phase I dose escalation study
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Skwarski, M, McGowan, DR, Bradley, KM, Fenwick, JD, Gleeson, FV, Horne, A, Maughan, T, McKenna, WG, Mohammed, S, Muschel, RJ, Ng, SM, Panakis, N, Strauss, VY, Stuart, R, Vallis, KA, Macpherson, RE, and Higgins, GS
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- 2018
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6. 18 F-fluoromisonidazole uptake in advanced stage non-small cell lung cancer: A voxel-by-voxel PET kinetics study
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McGowan, DR, Macpherson, RE, Hackett, SL, Liu, D, Gleeson, FV, McKenna, WG, Higgins, GS, and Fenwick, JD
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QUANTITATIVE IMAGING AND IMAGE PROCESSING ,dynamic PET ,FMISO ,NSCLC ,kinetics analysis ,Research Articles ,compartment modeling ,Research Article - Abstract
Purpose The aim of this study was to determine the relative abilities of compartment models to describe time-courses of 18F-fluoromisonidazole (FMISO) uptake in tumor voxels of patients with non-small cell lung cancer (NSCLC) imaged using dynamic positron emission tomography. Also to use fits of the best-performing model to investigate changes in fitted rate-constants with distance from the tumor edge. Methods Reversible and irreversible two- and three-tissue compartment models were fitted to 24 662 individual voxel time activity curves (TACs) obtained from tumors in nine patients, each imaged twice. Descriptions of the TACs provided by the models were compared using the Akaike and Bayesian information criteria (AIC and BIC). Two different models (two- and three-tissue) were fitted to 30measured voxel TACs to provide groundtruth TACs for a statistical simulation study. Appropriately scaled noisewas added to each of the resulting ground-truth TACs, generating 1000 simulated noisy TACs for each ground-truth TAC. The simulation study was carried out to provide estimates of the accuracy and precision with which parameter values are determined, the estimates being obtained for both assumptions about the ground-truth kinetics. A BIC clustering technique was used to group the fitted rate-constants, taking into consideration the underlying uncertainties on the fitted rate-constants. Voxels were also categorized according to their distance from the tumor edge. Results For uptake time-courses of individual voxels an irreversible two-tissue compartment model was found to be most precise. The simulation study indicated that this model had a one standard deviation precision of 39% for tumor fractional blood volumes and 37% for the FMISO binding rateconstant. Weighted means of fitted FMISO binding rate-constants of voxels in all tumors rose significantly with increasing distance from the tumor edge, whereas fitted fractional blood volumes fell significantly. When grouped using the BIC clustering, many centrally located voxels had high-fitted FMISO binding rate-constants and low rate-constants for tracer flow between the vasculature and tumor, both indicative of hypoxia. Nevertheless, many of these voxels had tumor-to-blood (TBR) values lower than the 1.4 level commonly expected for hypoxic tissues, possibly due to the low rate-constants for tracer flow between the vasculature and tumor cells in these voxels. Conclusions Time-courses of FMISO uptake in NSCLC tumor voxels are best analyzed using an irreversible two-tissue compartment model, fits of which provide more precise parameter values than those of a three-tissue model. Changes in fitted model parameter values indicate that levels of hypoxia rise with increasing distance from tumor edges. The average FMISO binding rate-constant is higher for voxels in tumor centers than in the next tumor layer out, but the average value of the more simplistic TBR metric is lower in tumor centers. For both metrics, higher values might be considered indicative of hypoxia, and the mismatch in this case is likely to be due to poor perfusion at the tumor center. Kinetics analysis of dynamic PET images may therefore provide more accurate measures of the hypoxic status of such regions than the simpler TBR metric, a hypothesis we are presently exploring in a study of tumor imaging versus histopathology
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- 2018
7. 4D-PET RECONSTRUCTION OF DYNAMIC NON-SMALL CELL LUNG CANCER [18-F]-FMISO-PET DATA USING ADAPTIVE-KNOT CUBIC B-SPLINES
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Ralli, GP, McGowan, DR, Chappell, MA, Sharma, RA, Higgins, GS, Fenwick, JD, and IEEE
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- 2017
8. The value of hyperbilirubinaemia in the diagnosis of acute appendicitis
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McGowan, DR, primary, Sims, HM, additional, Shaikh, I, additional, and Uheba, M, additional
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- 2011
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9. Routine testing for HIV in patients undergoing elective surgery.
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McGowan DR, Norris JM, Smith MD, Lad M, McGowan, David R, Norris, Joseph M, Smith, Matthew D, and Lad, Meher
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- 2012
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10. Translation of PET radiotracers for cancer imaging: recommendations from the National Cancer Imaging Translational Accelerator (NCITA) consensus meeting.
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McAteer MA, McGowan DR, Cook GJR, Leung HY, Ng T, O'Connor JPB, Aloj L, Barnes A, Blower PJ, Brindle KM, Braun J, Buckley C, Darian D, Evans P, Goh V, Grainger D, Green C, Hall MG, Harding TA, Hines CDG, Hollingsworth SJ, Cristinacce PLH, Illing RO, Lee M, Leurent B, Mallett S, Neji R, Norori N, Pashayan N, Patel N, Prior K, Reiner T, Retter A, Taylor A, van der Aart J, Woollcott J, Wong WL, van der Meulen J, Punwani S, and Higgins GS
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- Humans, Translational Research, Biomedical methods, Radiopharmaceuticals, Consensus, Positron-Emission Tomography methods, Positron-Emission Tomography standards, Neoplasms diagnostic imaging
- Abstract
Background: The clinical translation of positron emission tomography (PET) radiotracers for cancer management presents complex challenges. We have developed consensus-based recommendations for preclinical and clinical assessment of novel and established radiotracers, applied to image different cancer types, to improve the standardisation of translational methodologies and accelerate clinical implementation., Methods: A consensus process was developed using the RAND/UCLA Appropriateness Method (RAM) to gather insights from a multidisciplinary panel of 38 key stakeholders on the appropriateness of preclinical and clinical methodologies and stakeholder engagement for PET radiotracer translation. Panellists independently completed a consensus survey of 57 questions, rating each on a 9-point Likert scale. Subsequently, panellists attended a consensus meeting to discuss survey outcomes and readjust scores independently if desired. Survey items with median scores ≥ 7 were considered 'required/appropriate', ≤ 3 'not required/inappropriate', and 4-6 indicated 'uncertainty remained'. Consensus was determined as ~ 70% participant agreement on whether the item was 'required/appropriate' or 'not required/not appropriate'., Results: Consensus was achieved for 38 of 57 (67%) survey questions related to preclinical and clinical methodologies, and stakeholder engagement. For evaluating established radiotracers in new cancer types, in vitro and preclinical studies were considered unnecessary, clinical pharmacokinetic studies were considered appropriate, and clinical dosimetry and biodistribution studies were considered unnecessary, if sufficient previous data existed. There was 'agreement without consensus' that clinical repeatability and reproducibility studies are required while 'uncertainty remained' regarding the need for comparison studies. For novel radiotracers, in vitro and preclinical studies, such as dosimetry and/or biodistribution studies and tumour histological assessment were considered appropriate, as well as comprehensive clinical validation. Conversely, preclinical reproducibility studies were considered unnecessary and 'uncertainties remained' regarding preclinical pharmacokinetic and repeatability evaluation. Other consensus areas included standardisation of clinical study protocols, streamlined regulatory frameworks and patient and public involvement. While a centralised UK clinical imaging research infrastructure and open access federated data repository were considered necessary, there was 'agreement without consensus' regarding the requirement for a centralised UK preclinical imaging infrastructure., Conclusions: We provide consensus-based recommendations, emphasising streamlined methodologies and regulatory frameworks, together with active stakeholder engagement, for improving PET radiotracer standardisation, reproducibility and clinical implementation in oncology., Competing Interests: Declarations. Ethics approval and consent to participate: Not applicable. Consent for publication: Not applicable. Competing interests: CB and DD are employees of and hold shares in Siemens Healthineers. At the time of the consensus meeting, RN was an employee of Siemens Healthineers, and holds shares from Siemens Healthineers. PE is an employee of GE Healthcare. CDGH and JvdA are employees of and own stocks in GSK. TN is an employee of GSK. SJH is a fulltime employee of AstraZeneca, and receives salary, and receives and holds shares; and is a member of the UKRI Medical Research Council (MRC) Council. NN and JW are employees of Prostate Cancer UK. NP is an employee of Telix Pharmaceuticals Ltd. TR is an employee and shareholder of Evergreen Theragnostics, Inc. All other authors declare that they have no competing interests., (© 2025. The Author(s).)
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- 2025
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11. Development of a method to use standard hospital gamma cameras as triage whole body monitors in UK emergencies.
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Simpson M, Scott J, Bonney L, Clitheroe R, and McGowan DR
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This paper outlines the process by which a medical gamma camera can be utilised to support assessment of internal radionuclides for the public. While hospital based gamma cameras are able to detect photopeaks, they are often limited to an energy range of 40-540 keV. However, radionuclides with photopeak energies above 540 keV can still be detected as the partial collection of photon energy increases the count rate at lower energies. By combining extensive mathematical modelling with empirical calibration of multiple gamma cameras it is possible to develop a linear correlation between the efficiency of counting point sources and the overall counting efficiency for the camera. Once established, a simple protocol can be used to characterise any gamma camera, using optimal system settings, and hence generate a system efficiency with sufficient accuracy to allow the camera to be used in a triage process to committed effective doses of 2 mSv.
., (Creative Commons Attribution license.)
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- 2024
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12. Data-driven gating (DDG)-based motion match for improved CTAC registration.
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Cook EL, Su KH, Higgins GS, Johnsen R, Bouhnik JP, and McGowan DR
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Background: Respiratory motion artefacts are a pitfall in thoracic PET/CT imaging. A source of these motion artefacts within PET images is the CT used for attenuation correction of the images. The arbitrary respiratory phase in which the helical CT ( CT helical ) is acquired often causes misregistration between PET and CT images, leading to inaccurate attenuation correction of the PET image. As a result, errors in tumour delineation or lesion uptake values can occur. To minimise the effect of motion in PET/CT imaging, a data-driven gating (DDG)-based motion match (MM) algorithm has been developed that estimates the phase of the CT helical , and subsequently warps this CT to a given phase of the respiratory cycle, allowing it to be phase-matched to the PET. A set of data was used which had four-dimensional CT (4DCT) acquired alongside PET/CT. The 4DCT allowed ground truth CT phases to be generated and compared to the algorithm-generated motion match CT (MMCT). Measurements of liver and lesion margin positions were taken across CT images to determine any differences and establish how well the algorithm performed concerning warping the CT helical to a given phase (end-of-expiration, EE)., Results: Whilst there was a minor significance in the liver measurement between the 4DCT and MMCT ( p = 0.045 ), no significant differences were found between the 4DCT or MMCT for lesion measurements ( p = 1.0 ). In all instances, the CT helical was found to be significantly different from the 4DCT ( p < 0.001 ). Consequently, the 4DCT and MMCT can be considered equivalent with respect to warped CT generation, showing the DDG-based MM algorithm to be successful., Conclusion: The MM algorithm successfully enables the phase-matching of a CT helical to the EE of a ground truth 4DCT. This would reduce the motion artefacts caused by PET/CT registration without requiring additional patient dose (required for a 4DCT)., (© 2024. The Author(s).)
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- 2024
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13. The British nuclear medicine research strategy - the framework.
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Dizdarevic S, Mccready VR, Blower PJ, Vöö SA, Wadsley J, McGowan DR, Roldão Pereira L, Eccles A, Prakash VS, Abreu C, Jessop M, and Weston CJ
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- Humans, Research Design, Radionuclide Imaging, Radioisotopes, Nuclear Medicine
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The British Nuclear Medicine Society (BNMS) has developed a Research Strategy framework led by the Research Champions of the BNMS and overseen by the BNMS Research and Innovation Committee. The objectives of the Research Strategy are to improve translation of cutting-edge nuclear medicine research from bench to bedside, the implementation of state-of-the-art multimodality technologies and to enhance multicentre radionuclide research in the UK. It strives to involve patients and the public in radionuclide research and to contribute to and work with the multi-professional national and international organisations involved in research with an ultimate aim to improve nuclear medicine services, and patients' outcomes and care., (Copyright © 2024 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2024
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14. Challenges and solutions to system-wide use of precision oncology as the standard of care paradigm.
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Lajmi N, Alves-Vasconcelos S, Tsiachristas A, Haworth A, Woods K, Crichton C, Noble T, Salih H, Várnai KA, Branford-White H, Orrell L, Osman A, Bradley KM, Bonney L, McGowan DR, Davies J, Prime MS, and Hassan AB
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The personalised oncology paradigm remains challenging to deliver despite technological advances in genomics-based identification of actionable variants combined with the increasing focus of drug development on these specific targets. To ensure we continue to build concerted momentum to improve outcomes across all cancer types, financial, technological and operational barriers need to be addressed. For example, complete integration and certification of the 'molecular tumour board' into 'standard of care' ensures a unified clinical decision pathway that both counteracts fragmentation and is the cornerstone of evidence-based delivery inside and outside of a research setting. Generally, integrated delivery has been restricted to specific (common) cancer types either within major cancer centres or small regional networks. Here, we focus on solutions in real-world integration of genomics, pathology, surgery, oncological treatments, data from clinical source systems and analysis of whole-body imaging as digital data that can facilitate cost-effectiveness analysis, clinical trial recruitment, and outcome assessment. This urgent imperative for cancer also extends across the early diagnosis and adjuvant treatment interventions, individualised cancer vaccines, immune cell therapies, personalised synthetic lethal therapeutics and cancer screening and prevention. Oncology care systems worldwide require proactive step-changes in solutions that include inter-operative digital working that can solve patient centred challenges to ensure inclusive, quality, sustainable, fair and cost-effective adoption and efficient delivery. Here we highlight workforce, technical, clinical, regulatory and economic challenges that prevent the implementation of precision oncology at scale, and offer a systematic roadmap of integrated solutions for standard of care based on minimal essential digital tools. These include unified decision support tools, quality control, data flows within an ethical and legal data framework, training and certification, monitoring and feedback. Bridging the technical, operational, regulatory and economic gaps demands the joint actions from public and industry stakeholders across national and global boundaries., Competing Interests: A.H., A.O., L.O., M.S.P. and N.L. are employed by Roche. S.A.V., A.T., K.W., C.C., T.N., H.S., K.A.V., H.B.-W., K.M.B., L.B., D.R.M. and J.D. have no conflict of interest to disclose related to this publication. A.B.H. has no conflicts of interest with the exception of holding a research grant award at the University of Oxford from Hofmann-La Roche, Cancer Research UK, Grenfell-Shaw charity, NIHR UK, Kennel Club Charitable Trust and EPA trust., (© The Author(s) 2024.)
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- 2024
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15. Sequential deep learning image enhancement models improve diagnostic confidence, lesion detectability, and image reconstruction time in PET.
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Dedja M, Mehranian A, Bradley KM, Walker MD, Fielding PA, Wollenweber SD, Johnsen R, and McGowan DR
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Background: Investigate the potential benefits of sequential deployment of two deep learning (DL) algorithms namely DL-Enhancement (DLE) and DL-based time-of-flight (ToF) (DLT). DLE aims to enhance the rapidly reconstructed ordered-subset-expectation-maximisation algorithm (OSEM) images towards block-sequential-regularised-expectation-maximisation (BSREM) images, whereas DLT aims to improve the quality of BSREM images reconstructed without ToF. As the algorithms differ in their purpose, sequential application may allow benefits from each to be combined. 20 FDG PET-CT scans were performed on a Discovery 710 (D710) and 20 on Discovery MI (DMI; both GE HealthCare). PET data was reconstructed using five combinations of algorithms:1. ToF-BSREM, 2. ToF-OSEM + DLE, 3. OSEM + DLE + DLT, 4. ToF-OSEM + DLE + DLT, 5. ToF-BSREM + DLT. To assess image noise, 30 mm-diameter spherical VOIs were drawn in both lung and liver to measure standard deviation of voxels within the volume. In a blind clinical reading, two experienced readers rated the images on a five-point Likert scale based on lesion detectability, diagnostic confidence, and image quality., Results: Applying DLE + DLT reduced noise whilst improving lesion detectability, diagnostic confidence, and image reconstruction time. ToF-OSEM + DLE + DLT reconstructions demonstrated an increase in lesion SUV
max of 28 ± 14% (average ± standard deviation) and 11 ± 5% for data acquired on the D710 and DMI, respectively. The same reconstruction scored highest in clinical readings for both lesion detectability and diagnostic confidence for D710., Conclusions: The combination of DLE and DLT increased diagnostic confidence and lesion detectability compared to ToF-BSREM images. As DLE + DLT used input OSEM images, and because DL inferencing was fast, there was a significant decrease in overall reconstruction time. This could have applications to total body PET., (© 2024. The Author(s).)- Published
- 2024
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16. Nearly double the patients and dramatic changes over 14 years of UK MRT: Internal Dosimetry Users Group survey results from 2007 to 2021.
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Rojas B, McGowan DR, Gear J, Smith AL, Scott C, Craig AJ, Scuffham J, Towey D, Aldridge M, and Tipping J
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- Humans, Radiotherapy Dosage, Surveys and Questionnaires, United Kingdom, Radiometry
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- 2024
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17. Methods for sampling wound fluid from venous leg ulcers for molecular analyses: A scoping review.
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McDaniel JC, Kim B, and McGowan DR
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- Humans, Bandages, Hydrocolloid, Biomarkers, Wound Healing, Varicose Ulcer diagnosis, Varicose Ulcer therapy
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Determining the precise role of molecular factors present in venous leg ulcer exudate will expedite the identification of biomarkers that can optimally guide treatment. However, there is now no standardized approach for collecting, processing and storing wound fluid samples for molecular analyses. This scoping review was conducted to integrate and summarize the multiple types of methods being used currently in studies of venous leg ulcers for collecting, processing and storing wound fluid prior to analysis. PubMed, CINAHL, EMBASE and Scopus databases were searched for eligible studies between 2012 and 2022. Nineteen studies were selected for this scoping review. Five primary methodological categories for wound fluid sampling were identified. The most commonly used collection method involved extracting the fluid from various absorbent materials, and the majority of studies centrifuged wound fluid before storing it at ultra-low temperatures. This review found the wound fluid sampling methods among the included studies to be heterogeneous. Moreover, the data revealed no definitive patterns. There is a critical need to develop standardized wound fluid sampling methods in research to facilitate accurate comparisons of biomarker data across studies and a more rapid determination of biomarkers that can most effectively guide delivery of tailored venous leg ulcer treatments., (© 2023 The Authors. International Wound Journal published by Medicalhelplines.com Inc and John Wiley & Sons Ltd.)
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- 2023
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18. On the use of solid 133 Ba sources as surrogate for liquid 131 I in SPECT/CT calibration: a European multi-centre evaluation.
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Tran-Gia J, Denis-Bacelar AM, Ferreira KM, Robinson AP, Bobin C, Bonney LM, Calvert N, Collins SM, Fenwick AJ, Finocchiaro D, Fioroni F, Giannopoulou K, Grassi E, Heetun W, Jewitt SJ, Kotzasarlidou M, Ljungberg M, Lourenço V, McGowan DR, Mewburn-Crook J, Sabot B, Scuffham J, Sjögreen Gleisner K, Solc J, Thiam C, Tipping J, Wevrett J, and Lassmann M
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Introduction: Commissioning, calibration, and quality control procedures for nuclear medicine imaging systems are typically performed using hollow containers filled with radionuclide solutions. This leads to multiple sources of uncertainty, many of which can be overcome by using traceable, sealed, long-lived surrogate sources containing a radionuclide of comparable energies and emission probabilities. This study presents the results of a quantitative SPECT/CT imaging comparison exercise performed within the MRTDosimetry consortium to assess the feasibility of using
133 Ba as a surrogate for131 I imaging., Materials and Methods: Two sets of four traceable133 Ba sources were produced at two National Metrology Institutes and encapsulated in 3D-printed cylinders (volume range 1.68-107.4 mL). Corresponding hollow cylinders to be filled with liquid131 I and a mounting baseplate for repeatable positioning within a Jaszczak phantom were also produced. A quantitative SPECT/CT imaging comparison exercise was conducted between seven members of the consortium (eight SPECT/CT systems from two major vendors) based on a standardised protocol. Each site had to perform three measurements with the two sets of133 Ba sources and liquid131 I., Results: As anticipated, the131 I pseudo-image calibration factors (cps/MBq) were higher than those for133 Ba for all reconstructions and systems. A site-specific cross-calibration reduced the performance differences between both radionuclides with respect to a cross-calibration based on the ratio of emission probabilities from a median of 12-1.5%. The site-specific cross-calibration method also showed agreement between133 Ba and131 I for all cylinder volumes, which highlights the potential use of133 Ba sources to calculate recovery coefficients for partial volume correction., Conclusion: This comparison exercise demonstrated that traceable solid133 Ba sources can be used as surrogate for liquid131 I imaging. The use of solid surrogate sources could solve the radiation protection problem inherent in the preparation of phantoms with131 I liquid activity solutions as well as reduce the measurement uncertainties in the activity. This is particularly relevant for stability measurements, which have to be carried out at regular intervals., (© 2023. The Author(s).)- Published
- 2023
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19. Differential Response of Pelvic Bone Marrow Fluorodeoxyglucose Uptake in Patients Receiving Concurrent Chemoradiotherapy.
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Robinson M, Muirhead R, McGowan DR, Chu KY, Jacobs C, and Hawkins MA
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- Humans, Bone Marrow diagnostic imaging, Bone Marrow radiation effects, Prospective Studies, Positron-Emission Tomography methods, Chemoradiotherapy methods, Radiopharmaceuticals, Fluorodeoxyglucose F18, Positron Emission Tomography Computed Tomography methods
- Abstract
Aims: Irradiation of pelvic bone marrow (PBM) at the level of the typical low dose bath of intensity-modulated radiotherapy delivery (10-20 Gy) is associated with an increased risk of haematological toxicity, particularly when combined with concurrent chemotherapy. Although sparing of the whole of the PBM at a 10-20 Gy dose level is unachievable, it is known that PBM is divided into haematopoietically active and inactive regions that are identifiable based on the threshold uptake of [
18 F]-fluorodeoxyglucose (FDG) seen on positron emission tomography-computed tomography (PET-CT). In published studies to date, the definition of active PBM widely used is that of a standardised uptake value (SUV) greater than the mean SUV of the whole PBM prior to the start of chemoradiation. These studies include those looking at developing an atlas-based approach to contouring active PBM. Using baseline and mid-treatment FDG PET scans acquired as part of a prospective clinical trial we sought to determine the suitability of the current definition of active bone marrow as representative of differential underlying cell physiology., Materials and Methods: Active and inactive PBM were contoured on baseline PET-CT and using deformable registration mapped onto mid-treatment PET-CT. Volumes were cropped to exclude definitive bone, voxel SUV extracted and the change between scans calculated. Change was compared using Mann-Whitney U testing., Results: Active and inactive PBM were shown to respond differentially to concurrent chemoradiotherapy. The median absolute response of active PBM for all patients was -0.25 g/ml, whereas the median inactive PBM response was -0.02 g/ml. Significantly, the inactive PBM median absolute response was shown to be near zero with a relatively unskewed distribution (0.12)., Conclusions: These results would support the definition of active PBM as FDG uptake greater than the mean of the whole structure as being representative of underlying cell physiology. This work would support the development of atlas-based approaches published in the literature to contour active PBM based on the current definition as being suitable., (Copyright © 2023. Published by Elsevier Ltd.)- Published
- 2023
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20. Reward insensitivity is associated with dopaminergic deficit in rapid eye movement sleep behaviour disorder.
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Barber TR, Muhammed K, Drew D, Bradley KM, McGowan DR, Klein JC, Manohar SG, Hu MTM, and Husain M
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- Humans, Dopamine Plasma Membrane Transport Proteins, Dopamine, Reward, REM Sleep Behavior Disorder diagnostic imaging, Parkinson Disease diagnostic imaging
- Abstract
Idiopathic rapid eye movement sleep behaviour disorder (iRBD) has now been established as an important marker of the prodromal stage of Parkinson's disease and related synucleinopathies. However, although dopamine transporter single photon emission computed tomography (SPECT) has been used to demonstrate the presence of nigro-striatal deficit in iRBD, quantifiable correlates of this are currently lacking. Sensitivity to rewarding stimuli is reduced in some people with Parkinson's disease, potentially contributing to aspects of the neuropsychiatric phenotype in these individuals. Furthermore, a role for dopaminergic degeneration is suggested by the fact that reward insensitivity can be improved by dopaminergic medications. Patients with iRBD present a unique opportunity to study the relationship between reward sensitivity and early dopaminergic deficit in the unmedicated state. Here, we investigate whether a non-invasive, objective measure of reward sensitivity might be a marker of dopaminergic status in prodromal Parkinson's disease by comparing with SPECT/CT measurement of dopaminergic loss in the basal ganglia. Striatal dopaminergic deficits in iRBD are associated with progression to Parkinsonian disorders. Therefore, identification of a clinically measurable correlate of this degenerative process might provide a basis for the development of novel risk stratification tools. Using a recently developed incentivized eye-tracking task, we quantified reward sensitivity in a cohort of 41 patients with iRBD and compared this with data from 40 patients with Parkinson's disease and 41 healthy controls. Patients with iRBD also underwent neuroimaging with dopamine transporter SPECT/CT. Overall, reward sensitivity, indexed by pupillary response to monetary incentives, was reduced in iRBD cases compared with controls and was not significantly different to that in patients with Parkinson's disease. However, in iRBD patients with normal dopamine transporter SPECT/CT imaging, reward sensitivity was not significantly different from healthy controls. Across all iRBD cases, a positive association was observed between reward sensitivity and dopaminergic SPECT/CT signal in the putamen. These findings demonstrate a direct relationship between dopaminergic deficit and reward sensitivity in patients with iRBD and suggest that measurement of pupillary responses could be of value in models of risk stratification and disease progression in these individuals., (© The Author(s) 2022. Published by Oxford University Press on behalf of the Guarantors of Brain.)
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- 2023
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21. Triple modality image reconstruction of PET data using SPECT, PET, CT information increases lesion uptake in images of patients treated with radioembolization with [Formula: see text] micro-spheres.
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Deidda D, Denis-Bacelar AM, Fenwick AJ, Ferreira KM, Heetun W, Hutton BF, McGowan DR, Robinson AP, Scuffham J, Thielemans K, and Twyman R
- Abstract
Purpose: Nuclear medicine imaging modalities like computed tomography (CT), single photon emission CT (SPECT) and positron emission tomography (PET) are employed in the field of theranostics to estimate and plan the dose delivered to tumors and the surrounding tissues and to monitor the effect of the therapy. However, therapeutic radionuclides often provide poor images, which translate to inaccurate treatment planning and inadequate monitoring images. Multimodality information can be exploited in the reconstruction to enhance image quality. Triple modality PET/SPECT/CT scanners are particularly useful in this context due to the easier registration process between images. In this study, we propose to include PET, SPECT and CT information in the reconstruction of PET data. The method is applied to Yttrium-90 ([Formula: see text]Y) data., Methods: Data from a NEMA phantom filled with [Formula: see text]Y were used for validation. PET, SPECT and CT data from 10 patients treated with Selective Internal Radiation Therapy (SIRT) were used. Different combinations of prior images using the Hybrid kernelized expectation maximization were investigated in terms of VOI activity and noise suppression., Results: Our results show that triple modality PET reconstruction provides significantly higher uptake when compared to the method used as standard in the hospital and OSEM. In particular, using CT-guided SPECT images, as guiding information in the PET reconstruction significantly increases uptake quantification on tumoral lesions., Conclusion: This work proposes the first triple modality reconstruction method and demonstrates up to 69% lesion uptake increase over standard methods with SIRT [Formula: see text]Y patient data. Promising results are expected for other radionuclide combination used in theranostic applications using PET and SPECT., (© 2023. The Author(s).)
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- 2023
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22. Variability of estimated glomerular filtration rate and 99m Tc-DTPA glomerular filtration rate: implications for a single time-point sampling regime.
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Bonney LM and McGowan DR
- Subjects
- Humans, Glomerular Filtration Rate, Creatinine, Sensitivity and Specificity, Technetium Tc 99m Pentetate, Renal Insufficiency, Chronic diagnostic imaging
- Abstract
Background: This work aimed to determine the implications of the variability in estimated glomerular filtration rate (eGFR) for the prediction of measured GFR (mGFR) for selection of sampling time-point in single-sample 99m Tc-diethylene-triamine-pentaacetate (DTPA) mGFR., Methods: Patient studies were used to compare eGFR and mGFR ( n = 282). The eGFR was calculated using the Chronic Kidney Disease Epidemiology Collaboration 2009 equation, from serum creatinine values measured in the laboratory ( n = 27) or using a point-of-care testing device ( n = 255). The mGFR was taken as the true value, and the root mean square error (RMS err ) in eGFR was calculated. Receiver operator characteristic curves were generated comparing the sensitivity and specificity of eGFR for the prediction of mGFR within the British Nuclear Medicine Society (BNMS) 2018 guideline ranges., Results: The overall eGFR RMS err was 19.3 mL/min/1.73 m 2 . Use of eGFR to predict mGFR in the ranges specified in the BNMS 2018 guidelines (25-50; 50-70; 70-100; and >100) achieved the following specificity and sensitivity for each individual range (97%, 71%; 92%, 47%; 81%, 48%; and 74%, 90%). For the middle ranges (50-70 and 70-100) the sensitivity is very low, less than 50%; more studies are classified incorrectly on the basis of eGFR in these ranges than correctly., Conclusion: This work shows that serum creatinine eGFR is not sufficiently accurate to predict the optimum single-sample time-point for 99m Tc-DTPA mGFR prior to measurement. It is the recommendation of this study that a single sampling time-point should be chosen for studies eGFR > 40 ml/min/1.73 m 2 as opposed to the use of eGFR to determine the sampling time-point., (Copyright © 2023 The Author(s). Published by Wolters Kluwer Health, Inc.)
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- 2023
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23. Monitoring and modifying recruitment and retention strategies for an ongoing randomised clinical trial with venous leg ulcer patients: Overcoming barriers to participation.
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McDaniel JC, Rausch JA, and McGowan DR
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- Adult, Humans, Middle Aged, Compression Bandages, Wound Healing, Time Factors, Aging, Varicose Ulcer drug therapy, Leg Ulcer
- Abstract
Venous leg ulcers (VLUs) are open skin lesions of the lower legs arising in areas affected by venous hypertension that are associated with substantial morbidity. Clinical trials testing innovative approaches to improve healing outcomes are critically needed because standard therapies are often ineffective. However, patients with VLUs frequently have multiple physical, emotional and socioeconomic challenges that can negatively impact their decision to enrol in a clinical trial. To benefit clinical researchers and ultimately the community of patients with chronic wounds, this paper describes the monitoring and modification of recruitment strategies in an ongoing clinical trial testing effects of omega-3 fatty acid oral supplementation on VLU healing in ageing adults (n = 208). Multiple modifications over time in this study have targeted participation barriers identified through data monitoring and include expanding inclusion criteria, adding recruitment sites, enhancing communication methods, and meeting patients' transportation needs. Recruitment activities from January 2019 to June 2022 have resulted in 57 participants (mean age: 63.7 years). Overall, the recruitment rate is 42.5% of patients contacted during face-to-face visits. Overcoming barriers to participation is key to helping patients with VLUs interested in research enrol in clinical trials aiming to improve healing outcomes in this vulnerable population., (© 2022 The Authors. International Wound Journal published by Medicalhelplines.com Inc (3M) and John Wiley & Sons Ltd.)
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- 2023
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24. Timing of hypoxia PET/CT imaging after 18F-fluoromisonidazole injection in non-small cell lung cancer patients.
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Bourigault P, Skwarski M, Macpherson RE, Higgins GS, and McGowan DR
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- Humans, Positron Emission Tomography Computed Tomography, Atovaquone, Radiopharmaceuticals, Misonidazole, Positron-Emission Tomography methods, Hypoxia diagnostic imaging, Cell Hypoxia, Carcinoma, Non-Small-Cell Lung diagnostic imaging, Carcinoma, Non-Small-Cell Lung drug therapy, Lung Neoplasms diagnostic imaging, Lung Neoplasms drug therapy
- Abstract
Positron emission tomography (PET)/computed tomography (CT) using the radiotracer 18F-Fluoromisonidazole (FMISO) has been widely employed to image tumour hypoxia and is of interest to help develop novel hypoxia modifiers and guide radiation treatment planning. Yet, the optimal post-injection (p.i.) timing of hypoxic imaging remains questionable. Therefore, we investigated the correlation between hypoxia-related quantitative values in FMISO-PET acquired at 2 and 4 h p.i. in patients with non-small cell lung cancer (NSCLC). Patients with resectable NSCLC participated in the ATOM clinical trial (NCT02628080) which investigated the hypoxia modifying effects of atovaquone. Two-hour and four-hour FMISO PET/CT images acquired at baseline and pre-surgery visits (n = 58) were compared. Cohort 1 (n = 14) received atovaquone treatment, while cohort 2 (n = 15) did not. Spearman's rank correlation coefficients (ρ) assessed the relationship between hypoxia-related metrics, including standardised uptake value (SUV), tumour-to-blood ratio (TBR), and tumour hypoxic volume (HV) defined by voxels with TBR ≥ 1.4. As the primary imaging-related trial endpoint used to evaluate the action of atovaquone on tumour hypoxia in patients with NSCLC was change in tumour HV from baseline, this was also assessed in patients (n = 20) with sufficient baseline 2- and 4-h scan HV to reliably measure change (predefined as ≥ 1.5 mL). Tumours were divided into four subregions or distance categories: edge, outer, inner, and centre, using MATLAB. In tumours overall, strong correlation (P < 0.001) was observed for SUV
max ρ = 0.87, SUVmean ρ = 0.91, TBRmax ρ = 0.83 and TBRmean ρ = 0.81 between 2- and 4-h scans. Tumour HV was moderately correlated (P < 0.001) with ρ = 0.69 between 2- and 4-h scans. Yet, in tumour subregions, the correlation of HV decreased from the centre ρ = 0.71 to the edge ρ = 0.45 (P < 0.001). SUV, TBR, and HV values were consistently higher on 4-h scans than on 2-h scans, indicating better tracer-to-background contrast. For instance, for TBRmax , the mean, median, and interquartile range were 1.9, 1.7, and 1.6-2.0 2-h p.i., and 2.6, 2.4, and 2.0-3.0 4-h p.i., respectively. Our results support that FMISO-PET scans should be performed at 4 h p.i. to evaluate tumour hypoxia in NSCLC.Trial registration: ClinicalTrials.gov, NCT02628080. Registered 11/12/2015, https://clinicaltrials.gov/ct2/show/NCT02628080 ., (© 2022. The Author(s).)- Published
- 2022
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25. Tailoring the sampling time of single-sample GFR measurement according to expected renal function: a multisite audit.
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McMeekin H, Townrow S, Barnfield M, Bradley A, Fongenie B, McGowan DR, Memmott M, Porter CA, Wickham F, Vennart N, and Burniston M
- Abstract
Background: The 2018 BNMS Glomerular Filtration Rate (GFR) guidelines recommend a single-sample technique with the sampling time dictated by the expected renal function, but this is not known with any accuracy before the test. We aimed to assess whether the sampling regime suggested in the guidelines is optimal and determine the error in GFR result if the sample time is chosen incorrectly. We can then infer the degree of flexibility in the sampling regime., Methods: Data from 6328 patients referred for GFR assessment at 6 different hospitals for a variety of indications were reviewed. The difference between the single-sample (Fleming) GFR result at each sample time and the slope-intercept GFR result at each hospital was calculated. A second dataset of 777 studies from one hospital with nine samples collected from 5 min to 8 h post-injection was analysed to provide a reference GFR to which the single-sample results were compared., Results: Recommended single-sample times have been revised: for an expected GFR above 90 ml/min/1.73m
2 a 2-h sample is recommended; between 50 and 90 ml/min/1.73m2 a 3-h sample is recommended; and between 30 and 50 ml/min/1.73m2 a 4-h sample is recommended. Root mean square error in single-sample GFR result compared with slope-intercept can be kept less than or equal to 3.30 ml/min/1.73m2 by following these recommendations., Conclusion: The results of this multisite study demonstrate a reassuringly wide range of sample times for an acceptably accurate single-sample GFR result. Modified recommended single-sample times have been proposed in line with the results, and a lookup table has been produced of rms errors across the full range of GFR results for the three sample times which can be used for error reporting of a mistimed sample., (© 2022. The Author(s).)- Published
- 2022
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26. Radiogenomic analysis of primary breast cancer reveals [18F]-fluorodeoxglucose dynamic flux-constants are positively associated with immune pathways and outperform static uptake measures in associating with glucose metabolism.
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Ralli GP, Carter RD, McGowan DR, Cheng WC, Liu D, Teoh EJ, Patel N, Gleeson F, Harris AL, Lord SR, Buffa FM, and Fenwick JD
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- Female, Glucose, Humans, Kinetics, Positron-Emission Tomography methods, Radiopharmaceuticals, Breast Neoplasms diagnostic imaging, Breast Neoplasms genetics, Fluorodeoxyglucose F18
- Abstract
Background: PET imaging of 18F-fluorodeoxygucose (FDG) is used widely for tumour staging and assessment of treatment response, but the biology associated with FDG uptake is still not fully elucidated. We therefore carried out gene set enrichment analyses (GSEA) of RNA sequencing data to find KEGG pathways associated with FDG uptake in primary breast cancers., Methods: Pre-treatment data were analysed from a window-of-opportunity study in which 30 patients underwent static and dynamic FDG-PET and tumour biopsy. Kinetic models were fitted to dynamic images, and GSEA was performed for enrichment scores reflecting Pearson and Spearman coefficients of correlations between gene expression and imaging., Results: A total of 38 pathways were associated with kinetic model flux-constants or static measures of FDG uptake, all positively. The associated pathways included glycolysis/gluconeogenesis ('GLYC-GLUC') which mediates FDG uptake and was associated with model flux-constants but not with static uptake measures, and 28 pathways related to immune-response or inflammation. More pathways, 32, were associated with the flux-constant K of the simple Patlak model than with any other imaging index. Numbers of pathways categorised as being associated with individual micro-parameters of the kinetic models were substantially fewer than numbers associated with flux-constants, and lay around levels expected by chance., Conclusions: In pre-treatment images GLYC-GLUC was associated with FDG kinetic flux-constants including Patlak K, but not with static uptake measures. Immune-related pathways were associated with flux-constants and static uptake. Patlak K was associated with more pathways than were the flux-constants of more complex kinetic models. On the basis of these results Patlak analysis of dynamic FDG-PET scans is advantageous, compared to other kinetic analyses or static imaging, in studies seeking to infer tumour-to-tumour differences in biology from differences in imaging. Trial registration NCT01266486, December 24th 2010., (© 2022. The Author(s).)
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- 2022
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27. Advances in PET/CT Technology: An Update.
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Aide N, Lasnon C, Desmonts C, Armstrong IS, Walker MD, and McGowan DR
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- Artificial Intelligence, Bayes Theorem, Humans, Image Processing, Computer-Assisted methods, Positron Emission Tomography Computed Tomography, Positron-Emission Tomography methods
- Abstract
This article reviews the current evolution and future directions in PET/CT technology focusing on three areas: time of flight, image reconstruction, and data-driven gating. Image reconstruction is considered with advances in point spread function modelling, Bayesian penalised likelihood reconstruction, and artificial intelligence approaches. Data-driven gating is examined with reference to respiratory motion, cardiac motion, and head motion. For each of these technological advancements, theory will be briefly discussed, benefits of their use in routine practice will be detailed and potential future developments will be discussed. Representative clinical cases will be presented, demonstrating the huge opportunities given to the PET community by hardware and software advances in PET technology when it comes to lesion detection, disease characterization, accurate quantitation and quicker scans. Through this review, hospitals are encouraged to embrace, evaluate and appropriately implement the wide range of new PET technologies that are available now or in the near future, for the improvement of patient care., Competing Interests: Conflict of Interests The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2021 Elsevier Inc. All rights reserved.)
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- 2022
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28. Effects of Respiratory Motion on Y-90 PET Dosimetry for SIRT.
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Walker MD, Gear JI, Craig AJ, and McGowan DR
- Abstract
Respiratory motion degrades the quantification accuracy of PET imaging by blurring the radioactivity distribution. In the case of post-SIRT PET-CT verification imaging, respiratory motion can lead to inaccuracies in dosimetric measures. Using an anthropomorphic phantom filled with
90 Y at a range of clinically relevant activities, together with a respiratory motion platform performing realistic motions (10-15 mm amplitude), we assessed the impact of respiratory motion on PET-derived post-SIRT dosimetry. Two PET scanners at two sites were included in the assessment. The phantom experiments showed that device-driven quiescent period respiratory motion correction improved the accuracy of the quantification with statistically significant increases in both the mean contrast recovery (+5%, p = 0.003) and the threshold activities corresponding to the dose to 80% of the volume of interest (+6%, p < 0.001). Although quiescent period gating also reduces the number of counts and hence increases the noise in the PET image, its use is encouraged where accurate quantification of the above metrics is desired.- Published
- 2022
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29. Image enhancement of whole-body oncology [ 18 F]-FDG PET scans using deep neural networks to reduce noise.
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Mehranian A, Wollenweber SD, Walker MD, Bradley KM, Fielding PA, Su KH, Johnsen R, Kotasidis F, Jansen FP, and McGowan DR
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- Algorithms, Humans, Image Processing, Computer-Assisted methods, Neural Networks, Computer, Positron-Emission Tomography methods, Tomography, X-Ray Computed, Fluorodeoxyglucose F18, Positron Emission Tomography Computed Tomography methods
- Abstract
Purpose: To enhance the image quality of oncology [
18 F]-FDG PET scans acquired in shorter times and reconstructed by faster algorithms using deep neural networks., Methods: List-mode data from 277 [18 F]-FDG PET/CT scans, from six centres using GE Discovery PET/CT scanners, were split into ¾-, ½- and ¼-duration scans. Full-duration datasets were reconstructed using the convergent block sequential regularised expectation maximisation (BSREM) algorithm. Short-duration datasets were reconstructed with the faster OSEM algorithm. The 277 examinations were divided into training (n = 237), validation (n = 15) and testing (n = 25) sets. Three deep learning enhancement (DLE) models were trained to map full and partial-duration OSEM images into their target full-duration BSREM images. In addition to standardised uptake value (SUV) evaluations in lesions, liver and lungs, two experienced radiologists scored the quality of testing set images and BSREM in a blinded clinical reading (175 series)., Results: OSEM reconstructions demonstrated up to 22% difference in lesion SUVmax , for different scan durations, compared to full-duration BSREM. Application of the DLE models reduced this difference significantly for full-, ¾- and ½-duration scans, while simultaneously reducing the noise in the liver. The clinical reading showed that the standard DLE model with full- or ¾-duration scans provided an image quality substantially comparable to full-duration scans with BSREM reconstruction, yet in a shorter reconstruction time., Conclusion: Deep learning-based image enhancement models may allow a reduction in scan time (or injected activity) by up to 50%, and can decrease reconstruction time to a third, while maintaining image quality., (© 2021. The Author(s).)- Published
- 2022
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30. Investigation of atovaquone-induced spatial changes in tumour hypoxia assessed by hypoxia PET/CT in non-small cell lung cancer patients.
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Bourigault P, Skwarski M, Macpherson RE, Higgins GS, and McGowan DR
- Abstract
Background: Tumour hypoxia promotes an aggressive tumour phenotype and enhances resistance to anticancer treatments. Following the recent observation that the mitochondrial inhibitor atovaquone increases tumour oxygenation in NSCLC, we sought to assess whether atovaquone affects tumour subregions differently depending on their level of hypoxia., Methods: Patients with resectable NSCLC participated in the ATOM trial (NCT02628080). Cohort 1 (n = 15) received atovaquone treatment, whilst cohort 2 (n = 15) did not. Hypoxia-related metrics, including change in mean tumour-to-blood ratio, tumour hypoxic volume, and fraction of hypoxic voxels, were assessed using hypoxia PET imaging. Tumours were divided into four subregions or distance categories: edge, outer, inner, and centre, using MATLAB., Results: Atovaquone-induced reduction in tumour hypoxia mostly occurred in the inner and outer tumour subregions, and to a lesser extent in the centre subregion. Atovaquone did not seem to act in the edge subregion, which was the only tumour subregion that was non-hypoxic at baseline. Notably, the most intensely hypoxic tumour voxels, and therefore the most radiobiologically resistant areas, were subject to the most pronounced decrease in hypoxia in the different subregions., Conclusions: This study provides insights into the action of atovaquone in tumour subregions that help to better understand its role as a novel tumour radiosensitiser., Trial Registration: ClinicalTrials.gov, NCT0262808. Registered 11th December 2015, https://clinicaltrials.gov/ct2/show/NCT02628080., (© 2021. The Author(s).)
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- 2021
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31. A solution to PET brain motion artefact.
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Bradley KM, Deller TW, Spangler-Bickell MG, Jansen FP, and McGowan DR
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- Humans, Motion, Positron-Emission Tomography, Artifacts, Brain diagnostic imaging
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- 2021
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32. Correction to: A solution to PET brain motion artefact.
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Bradley KM, Deller TW, Spangler-Bickell MG, Jansen FP, and McGowan DR
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- 2021
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33. New PET technologies - embracing progress and pushing the limits.
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Aide N, Lasnon C, Kesner A, Levin CS, Buvat I, Iagaru A, Hermann K, Badawi RD, Cherry SR, Bradley KM, and McGowan DR
- Subjects
- Humans, Positron-Emission Tomography
- Published
- 2021
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34. A multicentre and multi-national evaluation of the accuracy of quantitative Lu-177 SPECT/CT imaging performed within the MRTDosimetry project.
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Tran-Gia J, Denis-Bacelar AM, Ferreira KM, Robinson AP, Calvert N, Fenwick AJ, Finocchiaro D, Fioroni F, Grassi E, Heetun W, Jewitt SJ, Kotzassarlidou M, Ljungberg M, McGowan DR, Scott N, Scuffham J, Gleisner KS, Tipping J, Wevrett J, and Lassmann M
- Abstract
Purpose: Patient-specific dosimetry is required to ensure the safety of molecular radiotherapy and to predict response. Dosimetry involves several steps, the first of which is the determination of the activity of the radiopharmaceutical taken up by an organ/lesion over time. As uncertainties propagate along each of the subsequent steps (integration of the time-activity curve, absorbed dose calculation), establishing a reliable activity quantification is essential. The MRTDosimetry project was a European initiative to bring together expertise in metrology and nuclear medicine research, with one main goal of standardizing quantitative
177 Lu SPECT/CT imaging based on a calibration protocol developed and tested in a multicentre inter-comparison. This study presents the setup and results of this comparison exercise., Methods: The inter-comparison included nine SPECT/CT systems. Each site performed a set of three measurements with the same setup (system, acquisition and reconstruction): (1) Determination of an image calibration for conversion from counts to activity concentration (large cylinder phantom), (2) determination of recovery coefficients for partial volume correction (IEC NEMA PET body phantom with sphere inserts), (3) validation of the established quantitative imaging setup using a 3D printed two-organ phantom (ICRP110-based kidney and spleen). In contrast to previous efforts, traceability of the activity measurement was required for each participant, and all participants were asked to calculate uncertainties for their SPECT-based activities., Results: Similar combinations of imaging system and reconstruction lead to similar image calibration factors. The activity ratio results of the anthropomorphic phantom validation demonstrate significant harmonization of quantitative imaging performance between the sites with all sites falling within one standard deviation of the mean values for all inserts. Activity recovery was underestimated for total kidney, spleen, and kidney cortex, while it was overestimated for the medulla., Conclusion: This international comparison exercise demonstrates that harmonization of quantitative SPECT/CT is feasible when following very specific instructions of a dedicated calibration protocol, as developed within the MRTDosimetry project. While quantitative imaging performance demonstrates significant harmonization, an over- and underestimation of the activity recovery highlights the limitations of any partial volume correction in the presence of spill-in and spill-out between two adjacent volumes of interests., (© 2021. The Author(s).)- Published
- 2021
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35. Mitochondrial Inhibitor Atovaquone Increases Tumor Oxygenation and Inhibits Hypoxic Gene Expression in Patients with Non-Small Cell Lung Cancer.
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Skwarski M, McGowan DR, Belcher E, Di Chiara F, Stavroulias D, McCole M, Derham JL, Chu KY, Teoh E, Chauhan J, O'Reilly D, Harris BHL, Macklin PS, Bull JA, Green M, Rodriguez-Berriguete G, Prevo R, Folkes LK, Campo L, Ferencz P, Croal PL, Flight H, Qi C, Holmes J, O'Connor JPB, Gleeson FV, McKenna WG, Harris AL, Bulte D, Buffa FM, Macpherson RE, and Higgins GS
- Subjects
- Atovaquone therapeutic use, Carcinoma, Non-Small-Cell Lung diagnosis, Carcinoma, Non-Small-Cell Lung drug therapy, Carcinoma, Non-Small-Cell Lung genetics, Carcinoma, Non-Small-Cell Lung metabolism, Energy Metabolism, Epithelial-Mesenchymal Transition drug effects, Epithelial-Mesenchymal Transition genetics, Female, Gene Expression Profiling, Humans, Immunohistochemistry, Lung Neoplasms diagnosis, Lung Neoplasms drug therapy, Lung Neoplasms genetics, Lung Neoplasms metabolism, Male, Molecular Imaging, Positron Emission Tomography Computed Tomography, STAT3 Transcription Factor metabolism, Atovaquone pharmacology, Gene Expression Regulation, Neoplastic, Mitochondria drug effects, Mitochondria metabolism, Oxidative Phosphorylation drug effects, Tumor Hypoxia drug effects, Tumor Hypoxia genetics
- Abstract
Purpose: Tumor hypoxia fuels an aggressive tumor phenotype and confers resistance to anticancer treatments. We conducted a clinical trial to determine whether the antimalarial drug atovaquone, a known mitochondrial inhibitor, reduces hypoxia in non-small cell lung cancer (NSCLC)., Patients and Methods: Patients with NSCLC scheduled for surgery were recruited sequentially into two cohorts: cohort 1 received oral atovaquone at the standard clinical dose of 750 mg twice daily, while cohort 2 did not. Primary imaging endpoint was change in tumor hypoxic volume (HV) measured by hypoxia PET-CT. Intercohort comparison of hypoxia gene expression signatures using RNA sequencing from resected tumors was performed., Results: Thirty patients were evaluable for hypoxia PET-CT analysis, 15 per cohort. Median treatment duration was 12 days. Eleven (73.3%) atovaquone-treated patients had meaningful HV reduction, with median change -28% [95% confidence interval (CI), -58.2 to -4.4]. In contrast, median change in untreated patients was +15.5% (95% CI, -6.5 to 35.5). Linear regression estimated the expected mean HV was 55% (95% CI, 24%-74%) lower in cohort 1 compared with cohort 2 ( P = 0.004), adjusting for cohort, tumor volume, and baseline HV. A key pharmacodynamics endpoint was reduction in hypoxia-regulated genes, which were significantly downregulated in atovaquone-treated tumors. Data from multiple additional measures of tumor hypoxia and perfusion are presented. No atovaquone-related adverse events were reported., Conclusions: This is the first clinical evidence that targeting tumor mitochondrial metabolism can reduce hypoxia and produce relevant antitumor effects at the mRNA level. Repurposing atovaquone for this purpose may improve treatment outcomes for NSCLC., (©2021 American Association for Cancer Research.)
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- 2021
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36. Dopaminergic imaging and clinical predictors for phenoconversion of REM sleep behaviour disorder.
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Arnaldi D, Chincarini A, Hu MT, Sonka K, Boeve B, Miyamoto T, Puligheddu M, De Cock VC, Terzaghi M, Plazzi G, Tachibana N, Morbelli S, Rolinski M, Dusek P, Lowe V, Miyamoto M, Figorilli M, Verbizier D, Bossert I, Antelmi E, Meli R, Barber TR, Trnka J, Miyagawa T, Serra A, Pizza F, Bauckneht M, Bradley KM, Zogala D, McGowan DR, Jordan L, Manni R, and Nobili F
- Subjects
- Aged, Caudate Nucleus metabolism, Female, Humans, Kaplan-Meier Estimate, Male, Middle Aged, Putamen metabolism, ROC Curve, Retrospective Studies, Tomography, Emission-Computed, Single-Photon, Tropanes, Caudate Nucleus diagnostic imaging, Dopamine Plasma Membrane Transport Proteins metabolism, Putamen diagnostic imaging, REM Sleep Behavior Disorder diagnostic imaging, REM Sleep Behavior Disorder metabolism, Synucleinopathies diagnostic imaging, Synucleinopathies metabolism
- Abstract
This is an international multicentre study aimed at evaluating the combined value of dopaminergic neuroimaging and clinical features in predicting future phenoconversion of idiopathic REM sleep behaviour (iRBD) subjects to overt synucleinopathy. Nine centres sent 123I-FP-CIT-SPECT data of 344 iRBD patients and 256 controls for centralized analysis. 123I-FP-CIT-SPECT images were semiquantified using DaTQUANTTM, obtaining putamen and caudate specific to non-displaceable binding ratios (SBRs). The following clinical variables were also analysed: (i) Movement Disorder Society-sponsored revision of the Unified Parkinson's Disease Rating Scale, motor section score; (ii) Mini-Mental State Examination score; (iii) constipation; and (iv) hyposmia. Kaplan-Meier survival analysis was performed to estimate conversion risk. Hazard ratios for each variable were calculated with Cox regression. A generalized logistic regression model was applied to identify the best combination of risk factors. Bayesian classifier was used to identify the baseline features predicting phenoconversion to parkinsonism or dementia. After quality check of the data, 263 iRBD patients (67.6 ± 7.3 years, 229 males) and 243 control subjects (67.2 ± 10.1 years, 110 males) were analysed. Fifty-two (20%) patients developed a synucleinopathy after average follow-up of 2 years. The best combination of risk factors was putamen dopaminergic dysfunction of the most affected hemisphere on imaging, defined as the lower value between either putamina (P < 0.000001), constipation, (P < 0.000001) and age over 70 years (P = 0.0002). Combined features obtained from the generalized logistic regression achieved a hazard ratio of 5.71 (95% confidence interval 2.85-11.43). Bayesian classifier suggested that patients with higher Mini-Mental State Examination score and lower caudate SBR asymmetry were more likely to develop parkinsonism, while patients with the opposite pattern were more likely to develop dementia. This study shows that iRBD patients older than 70 with constipation and reduced nigro-putaminal dopaminergic function are at high risk of short-term phenoconversion to an overt synucleinopathy, providing an effective stratification approach for future neuroprotective trials. Moreover, we provide cut-off values for the significant predictors of phenoconversion to be used in single subjects., (© The Author(s) (2020). Published by Oxford University Press on behalf of the Guarantors of Brain. All rights reserved. For permissions, please email: journals.permissions@oup.com.)
- Published
- 2021
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37. Data-Driven Respiratory Motion Correction in Clinical PET - A Turning Point.
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Walker MD, Bradley KM, and McGowan DR
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- 2020
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38. Data-Driven Respiratory Gating Outperforms Device-Based Gating for Clinical 18 F-FDG PET/CT.
- Author
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Walker MD, Morgan AJ, Bradley KM, and McGowan DR
- Subjects
- Algorithms, Humans, Fluorodeoxyglucose F18, Positron Emission Tomography Computed Tomography methods, Radiopharmaceuticals, Respiratory-Gated Imaging Techniques methods
- Abstract
A data-driven method for respiratory gating in PET has recently been commercially developed. We sought to compare the performance of the algorithm with an external, device-based system for oncologic
18 F-FDG PET/CT imaging. Methods: In total, 144 whole-body18 F-FDG PET/CT examinations were acquired, with a respiratory gating waveform recorded by an external, device-based respiratory gating system. In each examination, 2 of the bed positions covering the liver and lung bases were acquired with a duration of 6 min. Quiescent-period gating retaining approximately 50% of coincidences was then able to produce images with an effective duration of 3 min for these 2 bed positions, matching the other bed positions. For each examination, 4 reconstructions were performed and compared: data-driven gating (DDG) (we use the term DDG-retro to distinguish that we did not use the real-time R-threshold-based application of DDG that is available within the manufacturer's product), external device-based gating (real-time position management (RPM)-gated), no gating but using only the first 3 min of data (ungated-matched), and no gating retaining all coincidences (ungated-full). Lesions in the images were quantified and image quality scored by a radiologist who was masked to the method of data processing. Results: Compared with the other reconstruction options, DDG-retro increased the SUVmax and decreased the threshold-defined lesion volume. Compared with RPM-gated, DDG-retro gave an average increase in SUVmax of 0.66 ± 0.1 g/mL ( n = 87, P < 0.0005). Although the results from the masked image evaluation were most commonly equivalent, DDG-retro was preferred over RPM-gated in 13% of examinations, whereas the opposite occurred in just 2% of examinations. This was a significant preference for DDG-retro ( P = 0.008, n = 121). Liver lesions were identified in 23 examinations. Considering this subset of data, DDG-retro was ranked superior to ungated-full in 6 of 23 (26%) cases. Gated reconstruction using the external device failed in 16% of examinations, whereas DDG-retro always provided a clinically acceptable image. Conclusion: In this clinical evaluation, DDG-retro provided performance superior to that of the external device-based system. For most examinations the performance was equivalent, but DDG-retro had superior performance in 13% of examinations, leading to a significant preference overall., (© 2020 by the Society of Nuclear Medicine and Molecular Imaging.)- Published
- 2020
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39. The Impact of Radiobiologically Informed Dose Prescription on the Clinical Benefit of 90 Y SIRT in Colorectal Cancer Patients.
- Author
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Abbott EM, Falzone N, Lee BQ, Kartsonaki C, Winter H, Greenhalgh TA, McGowan DR, Syed N, Denis-Bacelar AM, Boardman P, Sharma RA, and Vallis KA
- Subjects
- Aged, Female, Humans, Liver Neoplasms diagnostic imaging, Liver Neoplasms pathology, Male, Middle Aged, Radiobiology, Radiotherapy Dosage, Tomography, Emission-Computed, Single-Photon, Colorectal Neoplasms pathology, Liver Neoplasms radiotherapy, Liver Neoplasms secondary, Yttrium Radioisotopes therapeutic use
- Abstract
The purpose of this study was to establish the dose-response relationship of selective internal radiation therapy (SIRT) in patients with metastatic colorectal cancer (mCRC), when informed by radiobiological sensitivity parameters derived from mCRC cell lines exposed to
90 Y. Methods: Twenty-three mCRC patients with liver metastases refractory to chemotherapy were included.90 Y bremsstrahlung SPECT images were transformed into dose maps assuming the local dose deposition method. Baseline and follow-up CT scans were segmented to derive liver and tumor volumes. Mean, median, and D70 (minimum dose to 70% of tumor volume) values determined from dose maps were correlated with change in tumor volume and volumetric RECIST response using linear and logistic regression, respectively. Radiosensitivity parameters determined by clonogenic assays of mCRC cell lines HT-29 and DLD-1 after exposure to90 Y or external beam radiotherapy (EBRT; 6 MV photons) were used in biologically effective dose (BED) calculations. Results: Mean administered radioactivity was 1,469 ± 428 MBq (range, 847-2,185 MBq), achieving a mean absorbed radiation dose to tumor of 35.5 ± 9.4 Gy and mean normal liver dose of 26.4 ± 6.8 Gy. A 1.0 Gy increase in mean, median, and D70 absorbed dose was associated with a reduction in tumor volume of 1.8%, 1.8%, and 1.5%, respectively, and an increased probability of a volumetric RECIST response (odds ratio, 1.09, 1.09, and 1.10, respectively). Threshold mean, median and D70 doses for response were 48.3, 48.8, and 41.8 Gy, respectively. EBRT-equivalent BEDs for90 Y are up to 50% smaller than those calculated by applying protraction-corrected radiobiological parameters derived from EBRT alone. Conclusion: Dosimetric studies have assumed equivalence between90 Y SIRT and EBRT, leading to inflation of BED for SIRT and possible undertreatment. Radiobiological parameters for90 Y were applied to a BED model, providing a calculation method that has the potential to improve assessment of tumor control., (© 2020 by the Society of Nuclear Medicine and Molecular Imaging.)- Published
- 2020
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40. Nigrosome 1 imaging in REM sleep behavior disorder and its association with dopaminergic decline.
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Barber TR, Griffanti L, Bradley KM, McGowan DR, Lo C, Mackay CE, Hu MT, and Klein JC
- Subjects
- Aged, Cohort Studies, Female, Humans, Male, Middle Aged, Multimodal Imaging, Nortropanes, Single-Blind Method, Tomography, Emission-Computed, Single-Photon, Dopamine Plasma Membrane Transport Proteins metabolism, Magnetic Resonance Imaging methods, Magnetic Resonance Imaging standards, Neuroimaging methods, Neuroimaging standards, Parkinson Disease diagnostic imaging, Parkinson Disease metabolism, Parkinson Disease pathology, Pars Compacta diagnostic imaging, Pars Compacta pathology, Putamen diagnostic imaging, Putamen metabolism, REM Sleep Behavior Disorder diagnostic imaging, REM Sleep Behavior Disorder metabolism, REM Sleep Behavior Disorder pathology
- Abstract
Objectives: Rapid eye movement sleep behavior disorder (RBD) patients have a high risk of developing a Parkinsonian disorder, offering an opportunity for neuroprotective intervention. Predicting near-term conversion, however, remains a challenge. Dopamine transporter imaging, while informative, is expensive and not widely available. Here, we investigate the utility of susceptibility-weighted MRI (SWI) to detect abnormalities of the substantia nigra in RBD, and explore their association with striatal dopaminergic deficits., Methods: SWI of the substantia nigra was performed in 46 RBD patients, 27 Parkinson's patients, and 32 control subjects. Dorsal nigral hyperintensity (DNH) was scored by two blinded raters, and separately quantified using a semiautomated process. Forty-two RBD patients were also imaged with
123 I-ioflupane single-photon emission computed tomography (DaT SPECT/CT)., Results: Consensus visual DNH classification was possible in 87% of participants. 27.5% of RBD patients had lost DNH, compared with 7.7% of control subjects and 96% of Parkinson's patients. RBD patients lacking DNH had significantly lower putamen dopaminergic SPECT/CT activity compared to RBD patients with DNH present (specific uptake ratios 1.89 vs. 2.33, P = 0.002). The mean quantified DNH signal intensity declined in a stepwise pattern, with RBD patients having lower intensity than controls (0.837 vs. 0.877, P = 0.01) but higher than PD patients (0.837 vs. 0.765, P < 0.001)., Interpretation: Over one quarter of RBD patients have abnormal substantia nigra SWI reminiscent of Parkinson's, which is associated with a greater dopaminergic deficit. This modality may help enrich neuroprotective trials with early converters., (© 2019 The Authors. Annals of Clinical and Translational Neurology published by Wiley Periodicals, Inc on behalf of American Neurological Association.)- Published
- 2020
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41. Reply to 'The use of buparlisib as a radiosensitiser: What about toxicity?'
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McGowan DR, Skwarski M, and Higgins GS
- Subjects
- Aminopyridines, Humans, Morpholines, Lung Neoplasms, Tumor Hypoxia
- Published
- 2019
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42. Time-series hyperpolarized xenon-129 MRI of lobar lung ventilation of COPD in comparison to V/Q-SPECT/CT and CT.
- Author
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Doganay O, Matin T, Chen M, Kim M, McIntyre A, McGowan DR, Bradley KM, Povey T, and Gleeson FV
- Subjects
- Aged, Female, Humans, Lung diagnostic imaging, Lung physiopathology, Male, Middle Aged, Reproducibility of Results, Respiration, Respiratory Function Tests, Tomography, X-Ray Computed methods, Magnetic Resonance Imaging methods, Pulmonary Disease, Chronic Obstructive diagnostic imaging, Pulmonary Disease, Chronic Obstructive physiopathology, Single Photon Emission Computed Tomography Computed Tomography methods, Xenon Isotopes
- Abstract
Purpose: To derive lobar ventilation in patients with chronic obstructive pulmonary disease (COPD) using a rapid time-series hyperpolarized xenon-129 (HPX) magnetic resonance imaging (MRI) technique and compare this to ventilation/perfusion single-photon emission computed tomography (V/Q-SPECT), correlating the results with high-resolution computed tomography (CT) and pulmonary function tests (PFTs)., Materials and Methods: Twelve COPD subjects (GOLD stages I-IV) participated in this study and underwent HPX-MRI, V/Q-SPECT/CT, high-resolution CT, and PFTs. HPX-MRI was performed using a novel time-series spiral k-space sampling approach. Relative percentage ventilations were calculated for individual lobe for comparison to the relative SPECT lobar ventilation and perfusion. The absolute HPX-MRI percentage ventilation in each lobe was compared to the absolute CT percentage emphysema score calculated using a signal threshold method. Pearson's correlation and linear regression tests were performed to compare each imaging modality., Results: Strong correlations were found between the relative lobar percentage ventilation with HPX-MRI and percentage ventilation SPECT (r = 0.644; p < 0.001) and percentage perfusion SPECT (r = 0.767; p < 0.001). The absolute CT percentage emphysema and HPX percentage ventilation correlation was also statistically significant (r = 0.695, p < 0.001). The whole lung HPX percentage ventilation correlated with the PFT measurements (FEV
1 with r = - 0.886, p < 0.001*, and FEV1 /FVC with r = - 0.861, p < 0.001*) better than the whole lung CT percentage emphysema score (FEV1 with r = - 0.635, p = 0.027; and FEV1 /FVC with r = - 0.652, p = 0.021)., Conclusion: Lobar ventilation with HPX-MRI showed a strong correlation with lobar ventilation and perfusion measurements derived from SPECT/CT, and is better than the emphysema score obtained with high-resolution CT., Key Points: • The ventilation hyperpolarized xenon-129 MRI correlates well with ventilation and perfusion with SPECT/CT with the advantage of higher temporal and spatial resolution. • The hyperpolarized xenon-129 MRI correlates with the PFT measurements better than the high-resolution CT with the advantage of avoiding the use of ionizing radiation.- Published
- 2019
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43. Eighty per cent more patients in 10 years of UK molecular radiotherapy: Internal Dosimetry Users Group survey results from 2007 to 2017.
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Rojas B, McGowan DR, Guy MJ, Tipping J, Aldridge M, and Gear J
- Subjects
- Adult, Child, Clinical Trials as Topic, Humans, Radiometry, United Kingdom, Radiotherapy trends, Surveys and Questionnaires
- Published
- 2019
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44. Optimising quantitative 90 Y PET imaging: an investigation into the effects of scan length and Bayesian penalised likelihood reconstruction.
- Author
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Scott NP and McGowan DR
- Abstract
Background: Positron emission tomography (PET) imaging of
90 Y following selective internal radiation therapy (SIRT) is possible, but image quality is poor, and therefore, accurate quantification and dosimetry are challenging. This study aimed to quantitatively optimise90 Y PET imaging using a new Bayesian penalised likelihood (BPL) reconstruction algorithm (Q.Clear, GE Healthcare). The length of time per bed was also investigated to study its impact on quantification accuracy., Methods: A NEMA IQ phantom with an 8:1 sphere-to-background ratio was scanned overnight on a GE Discovery 710 PET/CT scanner. Datasets were rebinned into varying lengths of time (5-60 min); the 15-min rebins were reconstructed using BPL reconstruction with a range of noise penalisation weighting factors (beta values). The metrics of contrast recovery (CR), background variability (BV), and recovered activity percentage (RAP) were calculated in order to identify the optimum beta value. Reconstructions were then carried out on the rest of the timing datasets using the optimised beta value; the same metrics were used to assess the quantification accuracy of the reconstructed images., Results: A beta value of 1000 produced the highest CR and RAP (76% and 73%, 37 mm sphere) without overly accentuating the noise (BV) in the image. There was no statistically significant increase (p < 0.05) in either the CR or RAP for scan times of > 15 min. For the 5-min acquisitions, there was a statistically significant decrease in RAP (28 mm sphere, p < 0.01) when compared to the 15-min acquisition., Conclusion: Our results indicate that an acquisition length of 15 min and beta value of 1000 (when using Q.Clear reconstruction) are optimum for quantitative90 Y PET imaging. Increasing the acquisition time to more than 15 min reduces the image noise but has no significant impact on image quantification.- Published
- 2019
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45. Buparlisib with thoracic radiotherapy and its effect on tumour hypoxia: A phase I study in patients with advanced non-small cell lung carcinoma.
- Author
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McGowan DR, Skwarski M, Bradley KM, Campo L, Fenwick JD, Gleeson FV, Green M, Horne A, Maughan TS, McCole MG, Mohammed S, Muschel RJ, Ng SM, Panakis N, Prevo R, Strauss VY, Stuart R, Tacconi EMC, Vallis KA, McKenna WG, Macpherson RE, and Higgins GS
- Subjects
- Adenocarcinoma of Lung diagnostic imaging, Adenocarcinoma of Lung metabolism, Aged, Anorexia chemically induced, Carcinoma, Non-Small-Cell Lung diagnostic imaging, Carcinoma, Non-Small-Cell Lung metabolism, Carcinoma, Squamous Cell diagnostic imaging, Carcinoma, Squamous Cell metabolism, Chemoradiotherapy, Fatigue chemically induced, Female, Humans, Lung Neoplasms diagnostic imaging, Lung Neoplasms metabolism, Male, Maximum Tolerated Dose, Middle Aged, Misonidazole analogs & derivatives, Nausea chemically induced, Positron Emission Tomography Computed Tomography, Radiotherapy, Adenocarcinoma of Lung therapy, Aminopyridines therapeutic use, Carcinoma, Non-Small-Cell Lung therapy, Carcinoma, Squamous Cell therapy, Lung Neoplasms therapy, Morpholines therapeutic use, Phosphoinositide-3 Kinase Inhibitors therapeutic use, Radiation-Sensitizing Agents therapeutic use, Tumor Hypoxia
- Abstract
Background: Pre-clinically, phosphoinositide 3-kinase (PI3K) inhibition radiosensitises tumours by increasing intrinsic radiosensitivity and by reducing tumour hypoxia. We assessed whether buparlisib, a class 1 PI3K inhibitor, can be safely combined with radiotherapy in patients with non-small cell lung carcinoma (NSCLC) and investigated its effect on tumour hypoxia., Methods: This was a 3 + 3 dose escalation and dose expansion phase I trial in patients with advanced NSCLC. Buparlisib dose levels were 50 mg, 80 mg and 100 mg once daily orally for 2 weeks, with palliative thoracic radiotherapy (20 Gy in 5 fractions) delivered during week 2. Tumour hypoxic volume (HV) was measured using
18 F-fluoromisonidazole positron-emission tomography-computed tomography at baseline and following 1 week of buparlisib., Results: Twenty-one patients were recruited with 9 patients evaluable for maximum tolerated dose (MTD) analysis. No dose-limiting toxicity was reported; therefore, 100 mg was declared the MTD, and 10 patients received this dose in the expansion phase. Ninety-four percent of treatment-related adverse events were ≤grade 2 with fatigue (67%), nausea (24%) and decreased appetite (19%) most common per patient. One serious adverse event (grade 3 hypoalbuminaemia) was possibly related to buparlisib. No unexpected radiotherapy toxicity was reported. Ten (67%) of 15 patients evaluable for imaging analysis were responders with 20% median reduction in HV at the MTD., Conclusion: This is the first clinical trial to combine a PI3K inhibitor with radiotherapy in NSCLC and investigate the effects of PI3K inhibition on tumour hypoxia. This combination was well tolerated and PI3K inhibition reduced hypoxia, warranting investigation into whether this novel class of radiosensitisers can improve radiotherapy outcomes., (Copyright © 2019 The Author(s). Published by Elsevier Ltd.. All rights reserved.)- Published
- 2019
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46. An investigation into the accuracy of using serum creatinine estimated glomerular filtration rate to predict measured glomerular filtration rate.
- Author
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Hutton LG, Porter CA, Morgan AJ, Bradley KM, and McGowan DR
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Child, Child, Preschool, Female, Humans, Male, Middle Aged, Reference Values, Young Adult, Creatinine blood, Glomerular Filtration Rate, Kidney Function Tests standards
- Abstract
Objectives: The aim of the study was to identify a threshold value of the estimated glomerular filtration rate (eGFR) that would predict a measured glomerular filtration rate (mGFR) of ≤25 ml/min/1.73 m. This is to guide use of the new British Nuclear Medicine Society guidelines, which specifies a 24 h sample for patients with a GFR of ≤25 ml/min/1.73 m, when using the single-sample (SS) method., Patients and Methods: Data from 1956 patient studies were used to calculate values for the GFR using the slope intercept (SI) method and SS , which was taken 210 min after injection. A sub-data set of 241 patients was taken with patients having an mGFR of ≤80 ml/min/1.73 m by the SS or SI method and an eGFR value within 28 days of the mGFR. The Modification of Diet in Renal Disease equation was used to calculate the eGFR. Receiver operator characteristic curves comparing the sensitivity and specificity of using the eGFR to predict values of the mGFR were used to find a threshold value for the eGFR., Results: There is a large variation in the accuracy of using the eGFR to predict the mGFR value. The mean difference for the SI method is -2%, with an absolute percentage difference of 22% and a range of -121 to 63%. The SS method has a mean percentage difference of -1%, absolute percentage difference of 23% and a range of -153 to 86%.From the receiver operator characteristic graphs, an eGFR value of 40 ml/min/1.73 m was chosen to maximise the sensitivity of the eGFR threshold value used to predict an mGFR value of ≤25 ml/min/1.73 m., Conclusion: The eGFR value has a high error when used for predicting the mGFR. Therefore, the study recommends that an eGFR threshold value of ≤40 ml/min/1.73 m is used to predict mGFRs of ≤25 ml/min/1.73 m in order to optimise the likelihood of identifying all such patients.
- Published
- 2019
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47. Evaluation of data-driven respiratory gating waveforms for clinical PET imaging.
- Author
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Walker MD, Morgan AJ, Bradley KM, and McGowan DR
- Abstract
Background: We aimed to evaluate the clinical robustness of a commercially developed data-driven respiratory gating algorithm based on principal component analysis, for use in routine PET imaging., Methods: One hundred fifty-seven adult FDG PET examinations comprising a total of 1149 acquired bed positions were used for the assessment. These data are representative of FDG scans currently performed at our institution. Data were acquired for 4 min/bed position (3 min/bed for legs). The data-driven gating (DDG) algorithm was applied to each bed position, including those where minimal respiratory motion was expected. The algorithm provided a signal-to-noise measure of respiratory-like frequencies within the data, denoted as R. Qualitative evaluation was performed by visual examination of the waveforms, with each waveform scored on a 3-point scale by two readers and then averaged (score S of 0 = no respiratory signal, 1 = some respiratory-like signal but indeterminate, 2 = acceptable signal considered to be respiratory). Images were reconstructed using quiescent period gating and compared with non-gated images reconstructed with a matched number of coincidences. If present, the SUV
max of a well-defined lesion in the thorax or abdomen was measured and compared between the two reconstructions., Results: There was a strong (r = 0.86) and significant correlation between R and scores S. Eighty-six percent of waveforms with R ≥ 15 were scored as acceptable for respiratory gating. On average, there were 1.2 bed positions per patient examination with R ≥ 15. Waveforms with high R and S were found to originate from bed positions corresponding to the thorax and abdomen: 90% of waveforms with R ≥ 15 had bed centres in the range 5.6 cm superior to 27 cm inferior from the dome of the liver. For regions where respiratory motion was expected to be minimal, R tended to be < 6 and S tended to be 0. The use of DDG significantly increased the SUVmax of focal lesions, by an average of 11% when considering lesions in bed positions with R ≥ 15., Conclusions: The majority of waveforms with high R corresponded to the part of the patient where respiratory motion was expected. The waveforms were deemed suitable for respiratory gating when assessed visually, and when used were found to increase SUVmax in focal lesions.- Published
- 2019
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48. Integrated Pharmacodynamic Analysis Identifies Two Metabolic Adaption Pathways to Metformin in Breast Cancer.
- Author
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Lord SR, Cheng WC, Liu D, Gaude E, Haider S, Metcalf T, Patel N, Teoh EJ, Gleeson F, Bradley K, Wigfield S, Zois C, McGowan DR, Ah-See ML, Thompson AM, Sharma A, Bidaut L, Pollak M, Roy PG, Karpe F, James T, English R, Adams RF, Campo L, Ayers L, Snell C, Roxanis I, Frezza C, Fenwick JD, Buffa FM, and Harris AL
- Subjects
- Adult, Aged, Antineoplastic Agents therapeutic use, Breast Neoplasms genetics, Breast Neoplasms metabolism, Female, Gene Expression Regulation, Neoplastic drug effects, Glucose analogs & derivatives, Glucose metabolism, Humans, Hypoglycemic Agents therapeutic use, Metformin therapeutic use, Middle Aged, Mitochondria drug effects, Mitochondria genetics, Mitochondria metabolism, Positron Emission Tomography Computed Tomography, Transcriptome drug effects, Antineoplastic Agents pharmacology, Breast Neoplasms drug therapy, Hypoglycemic Agents pharmacology, Metabolic Networks and Pathways drug effects, Metformin pharmacology
- Abstract
Late-phase clinical trials investigating metformin as a cancer therapy are underway. However, there remains controversy as to the mode of action of metformin in tumors at clinical doses. We conducted a clinical study integrating measurement of markers of systemic metabolism, dynamic FDG-PET-CT, transcriptomics, and metabolomics at paired time points to profile the bioactivity of metformin in primary breast cancer. We show metformin reduces the levels of mitochondrial metabolites, activates multiple mitochondrial metabolic pathways, and increases 18-FDG flux in tumors. Two tumor groups are identified with distinct metabolic responses, an OXPHOS transcriptional response (OTR) group for which there is an increase in OXPHOS gene transcription and an FDG response group with increased 18-FDG uptake. Increase in proliferation, as measured by a validated proliferation signature, suggested that patients in the OTR group were resistant to metformin treatment. We conclude that mitochondrial response to metformin in primary breast cancer may define anti-tumor effect., (Crown Copyright © 2018. Published by Elsevier Inc. All rights reserved.)
- Published
- 2018
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49. Apathy in rapid eye movement sleep behaviour disorder is associated with serotonin depletion in the dorsal raphe nucleus.
- Author
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Barber TR, Griffanti L, Muhammed K, Drew DS, Bradley KM, McGowan DR, Crabbe M, Lo C, Mackay CE, Husain M, Hu MT, and Klein JC
- Subjects
- Aged, Female, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Parkinsonian Disorders psychology, Prodromal Symptoms, Tomography, Emission-Computed, Single-Photon, Apathy physiology, Dorsal Raphe Nucleus metabolism, REM Sleep Behavior Disorder metabolism, REM Sleep Behavior Disorder psychology, Serotonin metabolism
- Abstract
Apathy is a common and under-recognized disorder that often emerges in the prodromal phase of Parkinsonian diseases. The mechanism by which this occurs is not known, but recent evidence from patients with established Parkinson's disease suggests that serotonergic dysfunction may play a role. The integrity of the raphe serotonergic system can be assessed alongside dopaminergic basal ganglia imaging using the radioligand 123I-ioflupane, which binds both serotonin and dopamine transporters. To investigate the relative roles of these neurotransmitters in prodromal parkinsonism, we imaged patients with idiopathic rapid eye movement sleep behaviour disorder, the majority of whom will develop a parkinsonian disorder in future. Forty-three patients underwent brain imaging with 123I-ioflupane single photon emission computed tomography and structural MRI. Apathy was quantified using the Lille Apathy Rating Scale. Other clinical parkinsonian features were assessed using standard measures. A negative correlation was observed between apathy severity and serotonergic 123I-ioflupane signal in the dorsal raphe nucleus (r = -0.55, P < 0.001). There was no significant correlation between apathy severity and basal ganglia dopaminergic signal, nor between dorsal raphe signal and other neuropsychiatric scores. This specific association between apathy and raphe 123I-ioflupane signal suggests that the serotonergic system might represent a target for the treatment of apathy.
- Published
- 2018
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50. Whole tumor kinetics analysis of 18 F-fluoromisonidazole dynamic PET scans of non-small cell lung cancer patients, and correlations with perfusion CT blood flow.
- Author
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McGowan DR, Skwarski M, Papiez BW, Macpherson RE, Gleeson FV, Schnabel JA, Higgins GS, and Fenwick JD
- Abstract
Background: To determine the relative abilities of compartment models to describe time-courses of 18F-fluoromisonidazole (FMISO) tumor uptake in patients with advanced stage non-small cell lung cancer (NSCLC) imaged using dynamic positron emission tomography (dPET), and study correlations between values of the blood flow-related parameter K
1 obtained from fits of the models and an independent blood flow measure obtained from perfusion CT (pCT). NSCLC patients had a 45-min dynamic FMISO PET/CT scan followed by two static PET/CT acquisitions at 2 and 4-h post-injection. Perfusion CT scanning was then performed consisting of a 45-s cine CT. Reversible and irreversible two-, three- and four-tissue compartment models were fitted to 30 time-activity-curves (TACs) obtained for 15 whole tumor structures in 9 patients, each imaged twice. Descriptions of the TACs provided by the models were compared using the Akaike and Bayesian information criteria (AIC and BIC) and leave-one-out cross-validation. The precision with which fitted model parameters estimated ground-truth uptake kinetics was determined using statistical simulation techniques. Blood flow from pCT was correlated with K1 from PET kinetic models in addition to FMISO uptake levels., Results: An irreversible three-tissue compartment model provided the best description of whole tumor FMISO uptake time-courses according to AIC, BIC, and cross-validation scores totaled across the TACs. The simulation study indicated that this model also provided more precise estimates of FMISO uptake kinetics than other two- and three-tissue models. The K1 values obtained from fits of the irreversible three-tissue model correlated strongly with independent blood flow measurements obtained from pCT (Pearson r coefficient = 0.81). The correlation from the irreversible three-tissue model (r = 0.81) was stronger than that from than K1 values obtained from fits of a two-tissue compartment model (r = 0.68), or FMISO uptake levels in static images taken at time-points from tracer injection through to 4 h later (maximum at 2 min, r = 0.70)., Conclusions: Time-courses of whole tumor FMISO uptake by advanced stage NSCLC are described best by an irreversible three-tissue compartment model. The K1 values obtained from fits of the irreversible three-tissue model correlated strongly with independent blood flow measurements obtained from perfusion CT (r = 0.81).- Published
- 2018
- Full Text
- View/download PDF
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