85 results on '"Dierckx RAJO"'
Search Results
2. The accuracy of diagnostic Imaging techniques in patients with a suspected Fracture-related Infection (IFI) trial : study protocol for a prospective multicenter cohort study
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Govaert, Gam, Hobbelink, Mgg, Reininga, Ihf, Bosch, P, Kwee, T C, de Jong, P A, Jutte, P C, Vogely, H C, Dierckx, Rajo, Leenen, Lph, Glaudemans, Awjm, IJpma, Ffa, Govaert, Gam, Hobbelink, Mgg, Reininga, Ihf, Bosch, P, Kwee, T C, de Jong, P A, Jutte, P C, Vogely, H C, Dierckx, Rajo, Leenen, Lph, Glaudemans, Awjm, and IJpma, Ffa
- Published
- 2019
3. The accuracy of diagnostic Imaging techniques in patients with a suspected Fracture-related Infection (IFI) trial: study protocol for a prospective multicenter cohort study
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Zorgeenheid Traumatologie, Arts-assistenten Radiologie, Cancer, Researchgr. Systems Radiology, Regenerative Medicine and Stem Cells, Infection & Immunity, Circulatory Health, MS Orthopaedie Algemeen, Govaert, Gam, Hobbelink, Mgg, Reininga, Ihf, Bosch, P, Kwee, T C, de Jong, P A, Jutte, P C, Vogely, H C, Dierckx, Rajo, Leenen, Lph, Glaudemans, Awjm, IJpma, Ffa, Zorgeenheid Traumatologie, Arts-assistenten Radiologie, Cancer, Researchgr. Systems Radiology, Regenerative Medicine and Stem Cells, Infection & Immunity, Circulatory Health, MS Orthopaedie Algemeen, Govaert, Gam, Hobbelink, Mgg, Reininga, Ihf, Bosch, P, Kwee, T C, de Jong, P A, Jutte, P C, Vogely, H C, Dierckx, Rajo, Leenen, Lph, Glaudemans, Awjm, and IJpma, Ffa
- Published
- 2019
4. The accuracy of diagnostic Imaging techniques in patients with a suspected Fracture-related Infection (IFI) trial: study protocol for a prospective multicenter cohort study.
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Govaert, GAM, primary, Hobbelink, MGG, additional, Reininga, IHF, additional, Bosch, P, additional, Kwee, TC, additional, de Jong, PA, additional, Jutte, PC, additional, Vogely, HC, additional, Dierckx, RAJO, additional, Leenen, LPH, additional, Glaudemans, AWJM, additional, and IJpma, FFA, additional
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- 2019
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5. Increased individual workload for nuclear medicine physicians over the past years: 2008-2023 data from The Netherlands.
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Amasha AAH, Kasalak Ö, Glaudemans AWJM, Noordzij W, Dierckx RAJO, Koopmans KP, and Kwee TC
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Objecive: To investigate temporal trends in the individual workload of nuclear medicine physicians at a large tertiary care academic center between 2008 and 2023., Methods: This study analyzed the reporting workload of nuclear medicine physicians in a large tertiary care academic center in The Netherlands on 36 unique (randomly sampled) calendar days, for each year between 2008 and 2023. The average daily departmental workload (measured with relative value units) was calculated for each year between 2008 and 2023. The individual workload was calculated by dividing the average daily departmental workload in each year by the available full-time equivalent nuclear medicine physicians in each year. Mann-Kendall tests were used to assess for any temporal monotonic trends in individual workload and types of nuclear medicine procedures performed., Results: Individual workload increased significantly between 2008 and 2023 (Mann-Kendall tau of 0.611, P = 0.001). Individual workload in 2023 was 86% higher than in 2008. The use of positron emission tomography (PET) increased significantly (Mann-Kendall tau of 0.912, P < 0.001) between 2008 and 2023. The use of diagnostic scintigraphy decreased significantly in the same period (Mann-Kendall tau of -0.817, P < 0.001). The use of DEXA also showed a significant decrease (Mann-Kendall tau of -0.467, P = 0.013), but this decrease was negligible on a relative scale. The number of therapeutic procedures (Mann-Kendall tau of -0.100, P = 0.626) remained statistically stable in this period., Conclusions: Our single-center study showed that the individual workload of nuclear medicine physicians has increased significantly between 2008 and 2023, driven by the rise in PET scans. The demand for both diagnostic and therapeutic nuclear medicine procedures and associated workload is expected to keep on increasing in the foreseeable future. This workload trend should be taken into account by policymakers involved in nuclear medicine staffing planning. A healthy balance between the nuclear medicine workforce and workload is necessary to maintain the quality of care, to be able to perform other important (academic) tasks such as research, educating and training medical students and residents, and management, and to prevent physician burnout and dropout., (© 2024. The Author(s) under exclusive licence to The Japanese Society of Nuclear Medicine.)
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- 2024
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6. Increased dopamine D 2 /D 3 receptor and serotonin transporter availability in male rats after spontaneous remission from repeated social defeat-induced depression; a PET study in rats.
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Moraga-Amaro R, Vazquez-Matias DA, Nazario LR, Dierckx RAJO, Stehberg J, Doorduin J, and de Vries EFJ
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- Animals, Male, Rats, Receptors, Dopamine D3 metabolism, Remission, Spontaneous, Rats, Wistar, Disease Models, Animal, Positron-Emission Tomography methods, Serotonin Plasma Membrane Transport Proteins metabolism, Social Defeat, Receptors, Dopamine D2 metabolism, Depression metabolism, Brain metabolism, Brain diagnostic imaging
- Abstract
Most pharmacological treatments for depression target monoamine transporters and about 50 % of treated patients attain symptomatic remission. Once remission is attained, it is hard to distinguish the changes on brain monoaminergic transmission induced by the antidepressants, from those associated to remission per se. In this study, we aimed at studying the brain of spontaneously remitted rats from repeated social defeat (RSD)-induced depression in terms of dopamine D
2 /D3 receptor and serotonin transporter (SERT) availability, showing absence of depressive symptoms 2 weeks after RSD. We combined behavioral tests and positron emission tomography (PET) with [11 C]raclopride and [11 C]DASB to explore the changes in dopamine D2 /D3 receptor and serotonin transporter (SERT) availability, respectively. Male rats submitted to RSD showed increased peripheral corticosterone levels, decreased body weight and anhedonia, as measured with the sucrose preference test, 1 day after RSD, confirming depressive-like symptoms. These depressive-like symptoms were no longer present 2 weeks after RSD. Rats that recovered from depressive-like symptoms showed decreased D2 /D3 receptor binding in the caudate putamen and increased SERT availability in the brainstem, insular cortex, midbrain and thalamus, compared to control non-stressed animals. Our study shows that remission of depressive-like symptoms does not just "normalize" monoaminergic transmission, as changes in dopaminergic and serotonergic neurotransmission linger in several brain regions even after depressive-like symptoms have already resolved. These results provide new insights into the brain changes associated to remission in the RSD-induced depression model in rats., Competing Interests: Declaration of competing interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Funding for this study was provided by FONDECYT grant N° 1,240,804 (JS). The salary of RM was paid by Becas Chile Doctorado en el extranjero – ANID, Chile. Funding sources had no role in study design, collection and/or analysis and/or interpretation of data, in the writing of the publication, or in the decision to submit the paper for publication. If there are other authors, they 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 © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)- Published
- 2024
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7. Ultrashort Oncologic Whole-Body [ 18 F]FDG Patlak Imaging Using LAFOV PET.
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van Sluis J, van Snick JH, Glaudemans AWJM, Slart RHJA, Noordzij W, Brouwers AH, Dierckx RAJO, Lammertsma AA, Tsoumpas C, and Boellaard R
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- Humans, Female, Male, Middle Aged, Aged, Image Processing, Computer-Assisted methods, Positron-Emission Tomography methods, Time Factors, Positron Emission Tomography Computed Tomography methods, Radiopharmaceuticals pharmacokinetics, Fluorodeoxyglucose F18, Whole Body Imaging methods, Lung Neoplasms diagnostic imaging
- Abstract
Methods to shorten [
18 F]FDG Patlak PET imaging procedures ranging from 65-90 to 20-30 min after injection, using a population-averaged input function (PIF) scaled to patient-specific image-derived input function (IDIF) values, were recently evaluated. The aim of the present study was to explore the feasibility of ultrashort 10-min [18 F]FDG Patlak imaging at 55-65 min after injection using a PIF combined with direct Patlak reconstructions to provide reliable quantitative accuracy of lung tumor uptake, compared with a full-duration 65-min acquisition using an IDIF. Methods: Patients underwent a 65-min dynamic PET acquisition on a long-axial-field-of-view (LAFOV) Biograph Vision Quadra PET/CT scanner. Subsequently, direct Patlak reconstructions and image-based (with reconstructed dynamic images) Patlak analyses were performed using both the IDIF (time to relative kinetic equilibrium between blood and tissue concentration (t*) = 30 min) and a scaled PIF at 30-60 min after injection. Next, direct Patlak reconstructions were performed on the system console using only the last 10 min of the acquisition, that is, from 55 to 65 min after injection, and a scaled PIF using maximum crystal ring difference settings of both 85 and 322. Tumor lesion and healthy-tissue uptake was quantified and compared between the differently obtained parametric images to assess quantitative accuracy. Results: Good agreement was obtained between direct- and image-based Patlak analyses using the IDIF (t* = 30 min) and scaled PIF at 30-60 min after injection, performed using the different approaches, with no more than 8.8% deviation in tumor influx rate value ( Ki ) (mean difference ranging from -0.0022 to 0.0018 mL/[min × g]). When direct Patlak reconstruction was performed on the system console, excellent agreement was found between the use of a scaled PIF at 30-60 min after injection versus 55-65 min after injection, with 2.4% deviation in tumor Ki (median difference, -0.0018 mL/[min × g]; range, -0.0047 to 0.0036 mL/[min × g]). For different maximum crystal ring difference settings using the scan time interval of 55-65 min after injection, only a 0.5% difference (median difference, 0.0000 mL/[min × g]; range, -0.0004 to 0.0013 mL/[min × g]) in tumor Ki was found. Conclusion: Ultrashort whole-body [18 F]FDG Patlak imaging is feasible on an LAFOV Biograph Vision Quadra PET/CT system without loss of quantitative accuracy to assess lung tumor uptake compared with a full-duration 65-min acquisition. The ultrashort 10-min direct Patlak reconstruction with PIF allows for its implementation in clinical practice., (© 2024 by the Society of Nuclear Medicine and Molecular Imaging.)- Published
- 2024
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8. Unsupervised Pattern Analysis to Differentiate Multiple Sclerosis Phenotypes Using Principal Component Analysis on Various MRI Sequences.
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van der Weijden CWJ, Pitombeira MS, Peretti DE, Campanholo KR, Kolinger GD, Rimkus CM, Buchpiguel CA, Dierckx RAJO, Renken RJ, Meilof JF, de Vries EFJ, and de Paula Faria D
- Abstract
Background : Multiple sclerosis (MS) has two main phenotypes: relapse-remitting MS (RRMS) and progressive MS (PMS), distinguished by disability profiles and treatment response. Differentiating them using conventional MRI is challenging. Objective : This study explores the use of scaled subprofile modelling using principal component analysis (SSM/PCA) on MRI data to distinguish between MS phenotypes. Methods : MRI scans were performed on patients with RRMS (n = 30) and patients with PMS (n = 20), using the standard sequences T
1 w, T2 w, T2 w-FLAIR, and the myelin-sensitive sequences magnetisation transfer (MT) ratio (MTR), quantitative MT (qMT), inhomogeneous MT ratio (ihMTR), and quantitative inhomogeneous MT (qihMT). Results : SSM/PCA analysis of qihMT images best differentiated PMS from RRMS, with the highest specificity (87%) and positive predictive value (PPV) (83%), but a lower sensitivity (67%) and negative predictive value (NPV) (72%). Conversely, T1 w data analysis showed the highest sensitivity (93%) and NPV (89%), with a lower PPV (67%) and specificity (53%). Phenotype classification agreement between T1 w and qihMT was observed in 57% of patients. In the subset with concordant classifications, the sensitivity, specificity, PPV, and NPV were 100%, 88%, 90%, and 100%, respectively. Conclusions : SSM/PCA on MRI data revealed distinctive patterns for MS phenotypes. Optimal discrimination occurred with qihMT and T1 w sequences, with qihMT identifying PMS and T1 w identifying RRMS. When qihMT and T1 w analyses align, MS phenotype prediction improves.- Published
- 2024
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9. Incidence, management and outcomes in hepatic artery complications after paediatric liver transplantation: protocol of the retrospective, international, multicentre HEPATIC Registry.
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Li W, van der Doef HPJ, Wildhaber BE, Marra P, Bravi M, Pinelli D, Minetto J, Dip M, Sierre S, de Santibañes M, Ardiles V, Uno JW, Hardikar W, Bates S, Goh L, Aldrian D, Seisenbacher J, Vogel GF, Neto JS, Antunes da Fonseca E, Magalhães Costa C, Ferreira CT, Nader LS, Farina MA, Dajani KZ, Parente A, Bigam DL, Liang TB, Bai X, Zhang W, Gonsorčíková L, Froněk J, Bohuš Š, Franchi-Abella S, Gonzales E, Guérin F, Junge N, Baumann U, Richter N, Hartleif S, Sturm E, Rajakannu M, Palaniappan K, Rela M, Pawaria A, Rajakrishnan H, Surendran S, Kumar M, Agarwal S, Gupta S, Asthana S, Bandewar V, Raichurkar K, Spada M, Monti L, Alterio T, Yanagi Y, Uchida H, Komine R, Evans H, Carr-Boyd P, Duncan D, Stefanowicz M, Latka-Grot J, Kolesnik A, Broering DC, Raptis DA, Ann H Marquez K, Mali V, Aw M, Beretta M, Van der Schyff F, Quintero-Bernabeu J, Mercadal-Hally M, Larrarte K M, Andres AM, Hernandez-Oliveros F, Frauca E, Casswall T, Jorns C, Delle M, Gupte G, Sharif K, McGuirk S, Superina R, Caicedo JC, Jaramillo C, Bitterfeld L, Kastenberg Z, Shah AA, Domenick B, Acord MR, Mazariegos GV, Soltys K, DiNorcia J, Antala S, Florman SS, Buchholz BM, Herden U, Fischer L, Dierckx RAJO, Hartog H, and Bokkers RPH
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- Humans, Retrospective Studies, Child, Incidence, Adolescent, Child, Preschool, Female, Male, Constriction, Pathologic etiology, Infant, Multicenter Studies as Topic, Hepatic Artery, Liver Transplantation adverse effects, Registries, Postoperative Complications epidemiology, Postoperative Complications etiology, Thrombosis etiology, Thrombosis epidemiology
- Abstract
Introduction: Hepatic artery complications (HACs), such as a thrombosis or stenosis, are serious causes of morbidity and mortality after paediatric liver transplantation (LT). This study will investigate the incidence, current management practices and outcomes in paediatric patients with HAC after LT, including early and late complications., Methods and Analysis: The HEPatic Artery stenosis and Thrombosis after liver transplantation In Children (HEPATIC) Registry is an international, retrospective, multicentre, observational study. Any paediatric patient diagnosed with HAC and treated for HAC (at age <18 years) after paediatric LT within a 20-year time period will be included. The primary outcomes are graft and patient survivals. The secondary outcomes are technical success of the intervention, primary and secondary patency after HAC intervention, intraprocedural and postprocedural complications, description of current management practices, and incidence of HAC., Ethics and Dissemination: All participating sites will obtain local ethical approval and (waiver of) informed consent following the regulations on the conduct of observational clinical studies. The results will be disseminated through scientific presentations at conferences and through publication in peer-reviewed journals., Trial Registration Number: The HEPATIC registry is registered at the ClinicalTrials.gov website; Registry Identifier: NCT05818644., Competing Interests: Competing interests: None declared., (© Author(s) (or their employer(s)) 2024. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.)
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- 2024
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10. Can Internal Carotid Arteries Be Used for Noninvasive Quantification of Brain PET Studies?
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Providência L, van der Weijden CWJ, Mohr P, van Sluis J, van Snick JH, Slart RHJA, Dierckx RAJO, Lammertsma AA, and Tsoumpas C
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- Humans, Brain metabolism, Fluorodeoxyglucose F18 metabolism, Glucose metabolism, Carotid Arteries diagnostic imaging, Carotid Artery, Internal diagnostic imaging, Carotid Artery, Internal metabolism, Positron-Emission Tomography methods
- Abstract
Because of the limited axial field of view of conventional PET scanners, the internal carotid arteries are commonly used to obtain an image-derived input function (IDIF) in quantitative brain PET. However, time-activity curves extracted from the internal carotids are prone to partial-volume effects due to the limited PET resolution. This study aimed to assess the use of the internal carotids for quantifying brain glucose metabolism before and after partial-volume correction. Methods: Dynamic [
18 F]FDG images were acquired on a 106-cm-long PET scanner, and quantification was performed with a 2-tissue-compartment model and Patlak analysis using an IDIF extracted from the internal carotids. An IDIF extracted from the ascending aorta was used as ground truth. Results: The internal carotid IDIF underestimated the area under the curve by 37% compared with the ascending aorta IDIF, leading to Ki values approximately 17% higher. After partial-volume correction, the mean relative Ki differences calculated with the ascending aorta and internal carotid IDIFs dropped to 7.5% and 0.05%, when using a 2-tissue-compartment model and Patlak analysis, respectively. However, microparameters ( K1 , k2 , k3 ) derived from the corrected internal carotid curve differed significantly from those obtained using the ascending aorta. Conclusion: These results suggest that partial-volume-corrected internal carotids may be used to estimate Ki but not kinetic microparameters. Further validation in a larger patient cohort with more variable kinetics is needed for more definitive conclusions., (© 2024 by the Society of Nuclear Medicine and Molecular Imaging.)- Published
- 2024
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11. Caloric restriction reduces proteinuria in male rats with established nephropathy.
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Sijbesma JWA, van Waarde A, Klooster A, Kion I, Slart RHJA, Lammertsma AA, Giacobbo BL, Boersma HH, Dierckx RAJO, van Goor H, and Bakker SJL
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- Male, Animals, Rats, Proteinuria, Blood Pressure, Ammonia, Caloric Restriction, Kidney Diseases
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Reducing proteinuria is a crucial approach in preventing kidney function loss. Previous preclinical studies indicated that caloric restriction (CR) imposed at a young age protects against age-related proteinuria. However, these studies have not explored CR in established renal disease. Therefore, this study aimed to investigate the impact of CR on established proteinuria. Rats, aged 12 ± 2 weeks, were administered 2.1 mg/kg of Adriamycin. Six weeks after injection, protein excretion was measured, and a [
13 N]ammonia positron emission tomography (PET) scan was conducted to assess kidney perfusion. After 7 weeks rats were divided into four groups: ad libitum (AL) and CR groups fed either a 12% or a 20% protein diet. All groups were treated for 12 weeks. Blood pressure was measured and a second PET scan was acquired at the end of the study. The animals subjected to CR exhibited a 20.3% decrease in protein excretion (p = 0.003) compared to those in the AL groups. Additionally, blood pressure in the CR group was 21.2% lower (p < 0.001) than in the AL groups. While kidney function declined over time in all groups, the 20% CR group demonstrated the smallest decline. Thus CR effectively reduces urinary protein excretion and lowers blood pressure in rats with established proteinuria., (© 2024 The Authors. Physiological Reports published by Wiley Periodicals LLC on behalf of The Physiological Society and the American Physiological Society.)- Published
- 2024
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12. Characterization of a novel model for atherosclerosis imaging: the apolipoprotein E-deficient rat.
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Sijbesma JWA, van Waarde A, Kristensen S, Kion I, Tietge UJF, Hillebrands JL, Bulthuis MLC, Buikema H, Nakladal D, Westerterp M, Liu F, Boersma HH, Dierckx RAJO, and Slart RHJA
- Abstract
Background: The apolipoprotein E-deficient (apoE
-/- ) mouse is a well-established model for studying atherosclerosis. However, its small size limits its use in longitudinal positron emission tomography (PET) imaging studies. Recently, the apoE-/- rat has emerged as an alternative. With this study, we investigate the feasibility of using apoE-/- rats as an in vivo model for longitudinal atherosclerotic PET/CT imaging., Results: ApoE-/- rats showed significantly higher [18 F]FDG uptake than controls in the aortic arch (+ 18.5%, p < 0.001) and abdominal aorta (+ 31.0%, p < 0.001) at weeks 12, 26, and 51. ApoE-/- rats exhibited hypercholesterolemia, as evidenced by plasma cholesterol levels that were up to tenfold higher, and total hepatic cholesterol levels that were up to threefold higher than the control rats at the end of the study. Fast protein liquid chromatography cholesterol profiling indicated very high levels of pro-atherogenic apoB-containing very low-density lipoprotein and low-density lipoprotein fractions in the apoE-/- rats. Atherosclerotic lesions cover 19.9% of the surface of the aortic arch (p = 0.0013), and there was a significantly higher subendothelial accumulation of ED1-positive macrophages in the abdominal aorta of the apoE-/- rats compared to control rats (Ctrl) (p = 0.01). No differences in neutral sterols were observed but higher levels of bile acids were found in the apoE-/- rats., Conclusion: These data demonstrate early signs of hypercholesterolemia, high levels of bile acids, the development of atherosclerotic lesions, and macrophage accumulation in apoE-/- rats. Therefore, this model shows promise for atherosclerosis imaging studies., (© 2023. The Author(s).)- Published
- 2023
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13. Small vessel disease burden and functional brain connectivity in mild cognitive impairment.
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Marcolini S, Mondragón JD, Bron EE, Biessels GJ, Claassen JAHR, Papma JM, Middelkoop H, Dierckx RAJO, Borra RJH, Ramakers IHGB, van der Flier WM, Maurits NM, and De Deyn PP
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Background: The role of small vessel disease in the development of dementia is not yet completely understood. Functional brain connectivity has been shown to differ between individuals with and without cerebral small vessel disease. However, a comprehensive measure of small vessel disease quantifying the overall damage on the brain is not consistently used and studies using such measure in mild cognitive impairment individuals are missing., Method: Functional brain connectivity differences were analyzed between mild cognitive impairment individuals with absent or low ( n = 34) and high ( n = 34) small vessel disease burden using data from the Parelsnoer Institute, a Dutch multicenter study. Small vessel disease was characterized using an ordinal scale considering: lacunes, microbleeds, perivascular spaces in the basal ganglia, and white matter hyperintensities. Resting state functional MRI data using 3 Tesla scanners was analyzed with group-independent component analysis using the CONN toolbox., Results: Functional connectivity between areas of the cerebellum and between the cerebellum and the thalamus and caudate nucleus was higher in the absent or low small vessel disease group compared to the high small vessel disease group., Conclusion: These findings might suggest that functional connectivity of mild cognitive impairment individuals with low or absent small vessel disease burden is more intact than in mild cognitive impairment individuals with high small vessel disease. These brain areas are mainly responsible for motor, attentional and executive functions, domains which in previous studies were found to be mostly associated with small vessel disease markers. Our results support findings on the involvement of the cerebellum in cognitive functioning., Competing Interests: None., (© 2023 The Author(s).)
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- 2023
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14. Current and Future Use of Long Axial Field-of-View Positron Emission Tomography/Computed Tomography Scanners in Clinical Oncology.
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Roya M, Mostafapour S, Mohr P, Providência L, Li Z, van Snick JH, Brouwers AH, Noordzij W, Willemsen ATM, Dierckx RAJO, Lammertsma AA, Glaudemans AWJM, Tsoumpas C, Slart RHJA, and van Sluis J
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The latest technical development in the field of positron emission tomography/computed tomography (PET/CT) imaging has been the extension of the PET axial field-of-view. As a result of the increased number of detectors, the long axial field-of-view (LAFOV) PET systems are not only characterized by a larger anatomical coverage but also by a substantially improved sensitivity, compared with conventional short axial field-of-view PET systems. In clinical practice, this innovation has led to the following optimization: (1) improved overall image quality, (2) decreased duration of PET examinations, (3) decreased amount of radioactivity administered to the patient, or (4) a combination of any of the above. In this review, novel applications of LAFOV PET in oncology are highlighted and future directions are discussed.
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- 2023
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15. Influence of MRI Follow-Up on Treatment Decisions during Standard Concomitant and Adjuvant Chemotherapy in Patients with Glioblastoma: Is Less More?
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van Dijken BRJ, Doff AR, Enting RH, van Laar PJ, Jeltema HR, Dierckx RAJO, and van der Hoorn A
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MRI is the gold standard for treatment response assessments for glioblastoma. However, there is no consensus regarding the optimal interval for MRI follow-up during standard treatment. Moreover, a reliable assessment of treatment response is hindered by the occurrence of pseudoprogression. It is unknown if a radiological follow-up strategy at 2-3 month intervals actually benefits patients and how it influences clinical decision making about the continuation or discontinuation of treatment. This study assessed the consequences of scheduled follow-up scans post-chemoradiotherapy (post-CCRT), after three cycles of adjuvant chemotherapy [TMZ3/6], and after the completion of treatment [TMZ6/6]), and of unscheduled scans on treatment decisions during standard concomitant and adjuvant treatment in glioblastoma patients. Additionally, we evaluated how often follow-up scans resulted in diagnostic uncertainty (tumor progression versus pseudoprogression), and whether perfusion MRI improved clinical decision making. Scheduled follow-up scans during standard treatment in glioblastoma patients rarely resulted in an early termination of treatment (2.3% post-CCRT, 3.2% TMZ3/6, and 7.8% TMZ6/6), but introduced diagnostic uncertainty in 27.7% of cases. Unscheduled scans resulted in more major treatment consequences (30%; p < 0.001). Perfusion MRI caused less diagnostic uncertainty ( p = 0.021) but did not influence treatment consequences ( p = 0.871). This study does not support the current pragmatic follow-up strategy and suggests a more tailored follow-up approach.
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- 2023
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16. The Development of a Smart Magnetic Resonance Imaging and Chemical Exchange Saturation Transfer Contrast Agent for the Imaging of Sulfatase Activity.
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Welleman IM, Reeβing F, Boersma HH, Dierckx RAJO, Feringa BL, and Szymanski W
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The molecular imaging of biomarkers plays an increasing role in medical diagnostics. In particular, the imaging of enzyme activity is a promising approach, as it enables the use of its inherent catalytic activity for the amplification of an imaging signal. The increased activity of a sulfatase enzyme has been observed in several types of cancers. We describe the development and in vitro evaluation of molecular imaging agents that allow for the detection of sulfatase activity using the whole-body, non-invasive MRI and CEST imaging methods. This approach relies on a responsive ligand that features a sulfate ester moiety, which upon sulfatase-catalyzed hydrolysis undergoes an elimination process that changes the functional group, coordinating with the metal ion. When Gd
3+ is used as the metal, the complex can be used for MRI, showing a 25% decrease at 0.23T and a 42% decrease at 4.7T in magnetic relaxivity after enzymatic conversion, thus providing a "switch-off" contrast agent. Conversely, the use of Yb3+ as the metal leads to a "switch-on" effect in the CEST imaging of sulfatase activity. Altogether, the results presented here provide a molecular basis and a proof-of-principle for the magnetic imaging of the activity of a key cancer biomarker.- Published
- 2023
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17. A dual-tracer approach using [ 11 C]CH and [ 18 F]FDG in HCC clinical decision making.
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Veenstra EB, Ruiter SJS, de Haas RJ, de Jong KP, Erba PA, Dierckx RAJO, and Noordzij W
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Background: Early detection of recurrent or progressive HCC remains the strongest prognostic factor for survival. Dual tracer PET/CT imaging with [
11 C]CH and [18 F]FDG can further increase detection rates as both tracers entail different metabolic pathways involved in HCC development. We investigated dual-tracer PET/CT in clinical decision making in patients suspected of recurrent or progressive HCC. All HCC patients who underwent both [11 C]CH and [18 F]FDG PET/CT in our institute from February 2018 to December 2021 were included. Both tracer PET/CT were within 4 weeks of each other with at least 6-month follow-up. Patients underwent dual tracer PET/CT because of unexplained and suspicious CT/MRI or sudden rise of serum tumour markers. A detected lesion was considered critical when the finding had prognostic consequences leading to treatment changes., Results: Nineteen patients who underwent [11 C]CH and [18 F]FDG PET/CT were included of which all but six patients were previously treated for HCC. Dual-tracer critical finding detection rate was 95%, with [18 F]FDG 68%, and [11 C]CH 84%. Intrahepatic HCC recurrence finding rate was 65% for both tracers. [18 F]FDG found more ablation site recurrences (4/5) compared to [11 C]CH (2/5). Only [11 C]CH found two needle tract metastases. Both tracers found 75% of the positive lymph nodes. Two new primary tumours were found, one by [18 F]FDG and both by [11 C]CH., Conclusions: Our study favours a dual-tracer approach in HCC staging in high-risk patients or when conventional imaging is non-conclusive., (© 2023. Springer-Verlag GmbH Germany, part of Springer Nature.)- Published
- 2023
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18. Spatial distribution of cerebral microbleeds and FLAIR hyperintensities on follow-up MRI after radiotherapy for lower grade glioma.
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Kłos J, Kloet RW, van der Weide HL, Ng Wei Siang K, Sinnige PF, Kramer MCA, Dierckx RAJO, Borra RJH, and van der Hoorn A
- Abstract
Background and Purpose: Cerebral microbleeds (CMBs) and fluid-attenuated-inversion recovery (FLAIR) hyperintensities on brain MRI scans after radiotherapy (RT) are considered markers for microvascular damage and related cognitive changes. However, the spatial distribution using existing scoring systems as well as colocation of these imaging biomarkers remain unclear, hampering clinical interpretation. This study aims to elucidate the distribution and colocation of these markers in patients with lower grade glioma (LGG)., Materials and Methods: CMBs were spatially classified on retrospective 1.5 T susceptibility weighted MRI scans according to the existing Microbleed Anatomical Rating Scale (MARS) and were additionally scored for being located in hippocampus, amygdala, cortex, white matter (WM), grey matter (GM), WM/GM junction and for their spatial relation to FLAIR hyperintensities. Scoring was performed for whole, ipsilateral and contralateral cerebrum (with respect to tumour bulk)., Results: Fifty-one scans were included of which 28 had at least one CMB. The majority of CMBs were localized in the lobar area and in deep and periventricular white matter (DPWM) - generally in WM. Only few CMBs were found in GM. In scans obtained up to 7 years after RT completion the majority of CMBs were not colocalized with FLAIR hyperintensities., Conclusion: CMBs and FLAIR hyperintensities appear to be separate imaging biomarkers for radiation therapy induced microvascular damage, as they are not colocalized in patients with LGG, especially not early on after completion of RT., Competing 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., (© 2023 The Author(s).)
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- 2023
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19. Effects of proton therapy on regional [ 18 F]FDG uptake in non-tumor brain regions of patients treated for head and neck cancer.
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Arif WM, Elsinga PH, Steenbakkers RJHM, Noordzij W, Barazzuol L, Siang KNGW, Brouwer CL, Giacobbo BL, Dierckx RAJO, Borra RJH, and Luurtsema G
- Abstract
Background and Purpose: Previous pre-clinical research using [
18 F]FDG-PET has shown that whole-brain photon-based radiotherapy can affect brain glucose metabolism. This study, aimed to investigate how these findings translate into regional changes in brain [18 F]FDG uptake in patients with head and neck cancer treated with intensity-modulated proton therapy (IMPT)., Materials and Methods: Twenty-three head and neck cancer patients treated with IMPT and available [18 F]FDG scans before and at 3 months follow-up were retrospectively evaluated. Regional assessment of the [18 F]FDG standardized uptake value (SUV) parameters and radiation dose in the left (L) and right (R) hippocampi, L and R occipital lobes, cerebellum, temporal lobe, L and R parietal lobes and frontal lobe were evaluated to understand the relationship between regional changes in SUV metrics and radiation dose., Results: Three months after IMPT, [18 F]FDG brain uptake calculated using SUVmean and SUVmax, was significantly higher than that before IMPT. The absolute SUVmean after IMPT was significantly higher than before IMPT in seven regions of the brain (p ≤ 0.01), except for the R (p = 0.11) and L (p = 0.15) hippocampi. Absolute and relative changes were variably correlated with the regional maximum and mean doses received in most of the brain regions., Conclusion: Our findings suggest that 3 months after completion of IMPT for head and neck cancer, significant increases in the uptake of [18 F]FDG (reflected by SUVmean and SUVmax) can be detected in several individual key brain regions, and when evaluated jointly, it shows a negative correlation with the mean dose. Future studies are needed to assess whether and how these results could be used for the early identification of patients at risk for adverse cognitive effects of radiation doses in non-tumor tissues., Competing 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., (© 2023 The Author(s).)- Published
- 2023
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20. Radiologically Defined Sarcopenia as a Biomarker for Frailty and Malnutrition in Head and Neck Skin Cancer Patients.
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Zwart AT, Kok LMC, de Vries J, van Kester MS, Dierckx RAJO, de Bock GH, van der Hoorn A, and Halmos GB
- Abstract
The aim of this study was to evaluate whether radiologically defined sarcopenia, or a low skeletal muscle index (SMI), could be used as a practical biomarker for frailty and postoperative complications (POC) in patients with head and neck skin cancer (HNSC). This was a retrospective study on prospectively collected data. The L3 SMI (cm
2 /m2 ) was calculated with use of baseline CT or MRI neck scans and low SMIs were defined using sex-specific cut-off values. A geriatric assessment with a broad range of validated tools was performed at baseline. POC was graded with the Clavien-Dindo Classification (with a grade of > II as the cut-off). Univariate and multivariable regression analyses were performed with low SMIs and POC as the endpoints. The patients' (n = 57) mean age was 77.0 ± 9 years, 68.4% were male, and 50.9% had stage III-IV cancer. Frailty was determined according to Geriatric 8 (G8) score (OR 7.68, 95% CI 1.19-49.66, p = 0.032) and the risk of malnutrition was determined according to the Malnutrition Universal Screening Tool (OR 9.55, 95% CI 1.19-76.94, p = 0.034), and these were independently related to low SMIs. Frailty based on G8 score (OR 5.42, 95% CI 1.25-23.49, p = 0.024) was the only variable related to POC. However, POC was more prevalent in patients with low SMIs (∆ 19%, OR 1.8, 95% CI 0.5-6.0, p = 0.356).To conclude, a low SMI is a practical biomarker for frailty and malnutrition in HNSC. Future research should be focused on interventions based on low SMI scores and assess the effect of the intervention on SMI, frailty, malnutrition, and POC.- Published
- 2023
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21. Quantitative myelin imaging with MRI and PET: an overview of techniques and their validation status.
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van der Weijden CWJ, Biondetti E, Gutmann IW, Dijkstra H, McKerchar R, de Paula Faria D, de Vries EFJ, Meilof JF, Dierckx RAJO, Prevost VH, and Rauscher A
- Subjects
- Child, Humans, Magnetic Resonance Imaging methods, Axons, Positron-Emission Tomography, Brain, Myelin Sheath metabolism, Demyelinating Diseases metabolism
- Abstract
Myelin is the protective sheath wrapped around axons, consisting of a phospholipid bilayer with water between the wraps. The measurement of damage to the myelin sheaths, the evaluation of the efficacy of therapies aiming to promote remyelination and monitoring the degree of brain maturation in children all require non-invasive quantitative myelin imaging methods. To date, various myelin imaging techniques have been developed. Five different MRI approaches can be distinguished based on their biophysical principles: (i) imaging of the water between the lipid bilayers directly (e.g. myelin water imaging); (ii) imaging the non-aqueous protons of the phospholipid bilayer directly with ultra-short echo-time techniques; (iii) indirect imaging of the macromolecular content (e.g. magnetization transfer; inhomogeneous magnetization transfer); (iv) mapping of the effects of the myelin sheath's magnetic susceptibility on the MRI signal (e.g. quantitative susceptibility mapping); and (v) mapping of the effects of the myelin sheath on water diffusion. Myelin imaging with PET uses radioactive molecules with high affinity to specific myelin components, in particular myelin basic protein. This review aims to give an overview of the various myelin imaging techniques, their biophysical principles, image acquisition, data analysis and their validation status., (© 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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22. Extending the clinical capabilities of short- and long-lived positron-emitting radionuclides through high sensitivity PET/CT.
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van Sluis J, Borra R, Tsoumpas C, van Snick JH, Roya M, Ten Hove D, Brouwers AH, Lammertsma AA, Noordzij W, Dierckx RAJO, Slart RHJA, and Glaudemans AWJM
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- Humans, Positron-Emission Tomography methods, Radioisotopes, Positron Emission Tomography Computed Tomography methods, Electrons
- Abstract
This review describes the main benefits of using long axial field of view (LAFOV) PET in clinical applications. As LAFOV PET is the latest development in PET instrumentation, many studies are ongoing that explore the potentials of these systems, which are characterized by ultra-high sensitivity. This review not only provides an overview of the published clinical applications using LAFOV PET so far, but also provides insight in clinical applications that are currently under investigation. Apart from the straightforward reduction in acquisition times or administered amount of radiotracer, LAFOV PET also allows for other clinical applications that to date were mostly limited to research, e.g., dual tracer imaging, whole body dynamic PET imaging, omission of CT in serial PET acquisition for repeat imaging, and studying molecular interactions between organ systems. It is expected that this generation of PET systems will significantly advance the field of nuclear medicine and molecular imaging., (© 2022. The Author(s).)
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- 2022
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23. Investigation of image-derived input functions for non-invasive quantification of myelin density using [ 11 C]MeDAS PET.
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van der Weijden CWJ, van der Hoorn A, Wang Y, Willemsen ATM, Dierckx RAJO, Lammertsma AA, and de Vries EFJ
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- Humans, Myelin Sheath, Algorithms, Magnetic Resonance Imaging, Arteries, Positron-Emission Tomography methods, Multiple Sclerosis diagnostic imaging
- Abstract
Multiple sclerosis (MS) is an inflammatory demyelinating disease. Current treatments are focussed on immune suppression to modulate pathogenic activity that causes myelin damage. New treatment strategies are needed to prevent demyelination and promote remyelination. Development of such myelin repair therapies require a sensitive and specific biomarker for efficacy evaluation. Recently, it has been shown that quantification of myelin density is possible using [
11 C]MeDAS PET. This method, however, requires arterial blood sampling to generate an arterial input function (AIF). As the invasive nature of arterial sampling will reduce clinical applicability, the purpose of this study was to assess whether an image-derived input function (IDIF) can be used as an alternative way to facilitate its routine clinical use. Six healthy controls and 11 MS patients underwent MRI and [11 C]MeDAS PET with arterial blood sampling. The application of both population-based whole blood-to-plasma conversion and metabolite corrections were assessed for the AIF. Next, summed images of the early time frames (0-70 s) and the frame with the highest blood-brain contrast were used to generate IDIFs. IDIFs were created using either the hottest 2, 4, 6 or 12 voxels, or an isocontour of the hottest 10% voxels of the carotid artery. This was followed by blood-to-plasma conversion and metabolite correction of the IDIF. The application of a population-based metabolite correction of the AIF resulted in high correlations of tracer binding (Ki ) within subjects, but variable bias across subjects. All IDIFs had a sharper and higher peak in the blood curves than the AIF, most likely due to dispersion during blood sampling. All IDIF methods resulted in similar high correlations within subjects (r = 0.95-0.98), but highly variable bias across subjects (mean slope=0.90-1.09). Therefore, both the use of population based blood-plasma and metabolite corrections and the generation of the image-derived whole-blood curve resulted in substantial bias in [11 C]MeDAS PET quantification, due to high inter-subject variability. Consequently, when unbiased quantification of [11 C]MeDAS PET data is required, individual AIF needs to be used., (Copyright © 2022. Published by Elsevier Inc.)- Published
- 2022
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24. Interpretation of pre-morbid cardiac 3T MRI findings in overweight and hypertensive young adults.
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Snel GJH, Slart RHJA, Velthuis BK, van den Boomen M, Nguyen CT, Sosnovik DE, van Deursen VM, Dierckx RAJO, Borra RJH, and Prakken NHJ
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- Adult, Humans, Male, Young Adult, Female, Magnetic Resonance Imaging, Morbidity, Heart, Overweight complications, Overweight diagnostic imaging, Hypertension complications, Hypertension diagnostic imaging
- Abstract
In young adults, overweight and hypertension possibly already trigger cardiac remodeling as seen in mature adults, potentially overlapping non-ischemic cardiomyopathy findings. To this end, in young overweight and hypertensive adults, we aimed to investigate changes in left ventricular mass (LVM) and cardiac volumes, and the impact of different body scales for indexation. We also aimed to explore the presence of myocardial fibrosis, fat and edema, and changes in cellular mass with extracellular volume (ECV), T1 and T2 tissue characteristics. We prospectively recruited 126 asymptomatic subjects (51% male) aged 27-41 years for 3T cardiac magnetic resonance imaging: 40 controls, 40 overweight, 17 hypertensive and 29 hypertensive overweight. Myocyte mass was calculated as (100%-ECV) * height2.7-indexed LVM. Absolute LVM was significantly increased in overweight, hypertensive and hypertensive overweight groups (104 ± 23, 109 ± 27, 112 ± 26 g) versus controls (87 ± 21 g), with similar volumes. Body surface area (BSA) indexation resulted in LVM normalization in overweights (48 ± 8 g/m2) versus controls (47 ± 9 g/m2), but not in hypertensives (55 ± 9 g/m2) and hypertensive overweights (52 ± 9 g/m2). BSA-indexation overly decreased volumes in overweight versus normal-weight (LV end-diastolic volume; 80 ± 14 versus 92 ± 13 ml/m2), where height2.7-indexation did not. All risk groups had lower ECV (23 ± 2%, 23 ± 2%, 23 ± 3%) than controls (25 ± 2%) (P = 0.006, P = 0.113, P = 0.039), indicating increased myocyte mass (16.9 ± 2.7, 16.5 ± 2.3, 18.1 ± 3.5 versus 14.0 ± 2.9 g/m2.7). Native T1 values were similar. Lower T2 values in the hypertensive overweight group related to heart rate. In conclusion, BSA-indexation masks hypertrophy and causes volume overcorrection in overweight subjects compared to controls, height2.7-indexation therefore seems advisable., Competing Interests: The authors have declared that no competing interests exist., (Copyright: © 2022 Snel et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
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- 2022
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25. Shortened duration whole body 18 F-FDG PET Patlak imaging on the Biograph Vision Quadra PET/CT using a population-averaged input function.
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van Sluis J, van Snick JH, Brouwers AH, Noordzij W, Dierckx RAJO, Borra RJH, Lammertsma AA, Glaudemans AWJM, Slart RHJA, Yaqub M, Tsoumpas C, and Boellaard R
- Abstract
Background: Excellent performance characteristics of the Vision Quadra PET/CT, e.g. a substantial increase in sensitivity, allow for precise measurements of image-derived input functions (IDIF) and tissue time activity curves. Previously we have proposed a method for a reduced 30 min (as opposed to 60 min) whole body
18 F-FDG Patlak PET imaging procedure using a previously published population-averaged input function (PIF) scaled to IDIF values at 30-60 min post-injection (p.i.). The aim of the present study was to apply this method using the Vision Quadra PET/CT, including the use of a PIF to allow for shortened scan durations., Methods: Twelve patients with suspected lung malignancy were included and received a weight-based injection of18 F-FDG. Patients underwent a 65-min dynamic PET acquisition which were reconstructed using European Association of Nuclear Medicine Research Ltd. (EARL) standards 2 reconstruction settings. A volume of interest (VOI) was placed in the ascending aorta (AA) to obtain the IDIF. An external PIF was scaled to IDIF values at 30-60, 40-60, and 50-60 min p.i., respectively, and parametric18 F-FDG influx rate constant (Ki ) images were generated using a t* of 30, 40 or 50 min, respectively. Herein, tumour lesions as well as healthy tissues, i.e. liver, muscle tissue, spleen and grey matter, were segmented., Results: Good agreement between the IDIF and corresponding PIF scaled to 30-60 min p.i. and 40-60 min p.i. was obtained with 7.38% deviation in Ki . Bland-Altman plots showed excellent agreement in Ki obtained using the PIF scaled to the IDIF at 30-60 min p.i. and at 40-60 min p.i. as all data points were within the limits of agreement (LOA) (- 0.004-0.002, bias: - 0.001); for the 50-60 min p.i. Ki , all except one data point fell in between the LOA (- 0.021-0.012, bias: - 0.005)., Conclusions: Parametric whole body18 F-FDG Patlak Ki images can be generated non-invasively on a Vision Quadra PET/CT system. In addition, using a scaled PIF allows for a substantial (factor 2 to 3) reduction in scan time without substantial loss of accuracy (7.38% bias) and precision (image quality and noise interference)., (© 2022. The Author(s).)- Published
- 2022
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26. Mitigation of noise-induced bias of PET radiomic features.
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Somasundaram A, Vállez García D, Pfaehler E, van Sluis J, Dierckx RAJO, de Vries EGE, and Boellaard R
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- Bias, Phantoms, Imaging, Positron-Emission Tomography, Fluorodeoxyglucose F18, Image Processing, Computer-Assisted methods
- Abstract
Introduction: One major challenge in PET radiomics is its sensitivity to noise. Low signal-to-noise ratio (SNR) affects not only the precision but also the accuracy of quantitative metrics extracted from the images resulting in noise-induced bias. This phantom study aims to identify the radiomic features that are robust to noise in terms of precision and accuracy and to explore some methods that might help to correct noise-induced bias., Methods: A phantom containing three 18F-FDG filled 3D printed inserts, reflecting heterogeneous tracer uptake and realistic tumor shapes, was used in the study. The three different phantom inserts were filled and scanned with three different tumor-to-background ratios, simulating a total of nine different tumors. From the 40-minute list-mode data, ten frames each for 5 s, 10 s, 30 s, and 120 s frame duration were reconstructed to generate images with different noise levels. Under these noise conditions, the precision and accuracy of the radiomic features were analyzed using intraclass correlation coefficient (ICC) and similarity distance metric (SDM) respectively. Based on the ICC and SDM values, the radiomic features were categorized into four groups: poor, moderate, good, and excellent precision and accuracy. A "difference image" created by subtracting two statistically equivalent replicate images was used to develop a model to correct the noise-induced bias. Several regression methods (e.g., linear, exponential, sigmoid, and power-law) were tested. The best fitting model was chosen based on Akaike information criteria., Results: Several radiomic features derived from low SNR images have high repeatability, with 68% of radiomic features having ICC ≥ 0.9 for images with a frame duration of 5 s. However, most features show a systematic bias that correlates with the increase in noise level. Out of 143 features with noise-induced bias, the SDM values were improved based on a regression model (53 features to excellent and 67 to good) indicating that the noise-induced bias of these features can be, at least partially, corrected., Conclusion: To have a predictive value, radiomic features should reflect tumor characteristics and be minimally affected by noise. The present study has shown that it is possible to correct for noise-induced bias, at least in a subset of the features, using a regression model based on the local image noise estimates., Competing Interests: The authors have declared that no competing interests exist.
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- 2022
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27. Sex-Specific Cut-Off Values for Low Skeletal Muscle Mass to Identify Patients at Risk for Treatment-Related Adverse Events in Head and Neck Cancer.
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Zwart AT, Pörtzgen W, van Rijn-Dekker I, Sidorenkov GA, Dierckx RAJO, Steenbakkers RJHM, Wegner I, van der Hoorn A, de Bock GH, and Halmos GB
- Abstract
A low skeletal muscle index (SMI), defined with cut-off values, is a promising predictor for adverse events (AEs) in head and neck squamous cell cancer (HNSCC) patients. The aim was to generate sex-specific SMI cut-off values based on AE to diagnose low SMI and to analyse the relationship between low SMI and AEs in HNSCC patients. In this present study, HNSCC patients were prospectively included in a large oncological data-biobank and SMI was retrospectively measured using baseline neck scans. In total, 193 patients were included and were stratified according to treatment modality: (chemo-)radiotherapy ((C)RT) (n = 135) and surgery (n = 61). AE endpoints were based on the occurrence of clinically relevant toxicities (Common Terminology Criteria for Adverse Events grade ≥ III) and postoperative complications (Clavien-Dindo Classification grade ≥ II). Sex-specific SMI cut-off values were generated with receiver operating characteristic curves, based on the AE endpoints. The relationship of the baseline characteristics and AEs was analysed with logistic regression analysis, with AEs as the endpoint. Multivariable logistic analysis showed that low SMI (OR 3.33, 95%CI 1.41-7.85) and tumour stage (OR 3.45, 95%CI 1.28-9.29) were significantly and independently associated to (C)RT toxicity. Low SMI was not related to postoperative complications. To conclude, sex-specific SMI cut-off values, were generated based on the occurrence of AEs. Low SMI and tumour stage were independently related to (C)RT toxicity in HNSCC patients.
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- 2022
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28. Alzheimer's disease pattern derived from relative cerebral flow as an alternative for the metabolic pattern using SSM/PCA.
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Peretti DE, Vállez García D, Renken RJ, Reesink FE, Doorduin J, de Jong BM, De Deyn PP, Dierckx RAJO, and Boellaard R
- Abstract
Background: 2-Deoxy-2-[
18 F]fluoroglucose (FDG) PET is an important tool for the identification of Alzheimer's disease (AD) patients through the characteristic neurodegeneration pattern that these patients present. Regional cerebral blood flow (rCBF) images derived from dynamic11 C-labelled Pittsburgh Compound B (PIB) have been shown to present a similar pattern as FDG. Moreover, multivariate analysis techniques, such as scaled subprofile modelling using principal component analysis (SSM/PCA), can be used to generate disease-specific patterns (DP) that may aid in the classification of subjects. Therefore, the aim of this study was to compare rCBF AD-DPs with FDG AD-DP and their respective performances. Therefore, 52 subjects were included in this study. Fifteen AD and 16 healthy control subjects were used to generate four AD-DP: one based on relative cerebral trace blood (R1 ), two based on time-weighted average of initial frame intervals (ePIB), and one based on FDG images. Furthermore, 21 subjects diagnosed with mild cognitive impairment were tested against these AD-DPs., Results: In general, the rCBF and FDG AD-DPs were characterized by a reduction in cortical frontal, temporal, and parietal lobes. FDG and rCBF methods presented similar score distribution., Conclusion: rCBF images may provide an alternative for FDG PET scans for the identification of AD patients through SSM/PCA., (© 2022. The Author(s).)- Published
- 2022
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29. A Guideline for Clinicians Performing Clinical Studies with Fluorescence Imaging.
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Heeman W, Vonk J, Ntziachristos V, Pogue BW, Dierckx RAJO, Kruijff S, and van Dam GM
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- Optical Imaging
- Abstract
Fluorescence imaging is an emerging imaging technique that has shown many benefits for clinical care. Currently, the field is in rapid clinical translation, and an unprecedented number of clinical trials are performed. Clinicians are inundated with numerous opportunities and combinations of different imaging modalities. To streamline this process, a multidisciplinary approach is needed with drug discovery, software and systems engineering, and translational medicine. Here, we discuss the main constituents of a uniform fluorescence imaging protocol to match the clinical need and ensure consistent study designs and reliable data collection in clinical trials. In an era in which the potential of fluorescence imaging has become evident, consistent conduct of studies, data analysis, and data interpretation is essential for implementation into the standard of care., (© 2022 by the Society of Nuclear Medicine and Molecular Imaging.)
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- 2022
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30. Serotonergic system in vivo with [ 11 C]DASB PET scans in GTP-cyclohydrolase deficient dopa-responsive dystonia patients.
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Timmers ER, Peretti DE, Smit M, de Jong BM, Dierckx RAJO, Kuiper A, de Koning TJ, Vállez García D, and Tijssen MAJ
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- Guanosine Triphosphate, Humans, Levodopa, Positron-Emission Tomography, Dystonic Disorders diagnostic imaging, Dystonic Disorders genetics, GTP Cyclohydrolase genetics
- Abstract
GTP-cyclohydrolase deficiency in dopa-responsive dystonia (DRD) patients impairs the biosynthesis of dopamine, but also of serotonin. The high prevalence of non-motor symptoms suggests involvement of the serotonergic pathway. Our study aimed to investigate the serotonergic system in vivo in the brain of`DRD patients and correlate this to (non-)motor symptoms. Dynamic [
11 C]DASB PET scans, a marker of serotonin transporter availability, were performed. Ten DRD, 14 cervical dystonia patients and 12 controls were included. Univariate- and network-analysis did not show differences in binding between DRD patients compared to controls. Sleep disturbances were correlated with binding in the dorsal raphe nucleus (all participants: rs = 0.45, p = 0.04; patients: rs = 0.64, p = 0.05) and participants with a psychiatric disorder had a lower binding in the hippocampus (all participants: p = 0.00; patients: p = 0.06). Post-hoc analysis with correction for psychiatric co-morbidity showed a significant difference in binding in the hippocampus between DRD patients and controls (p = 0.00). This suggests that psychiatric symptoms might mask the altered serotonergic metabolism in DRD patients, but definite conclusions are difficult as psychiatry is considered part of the phenotype. We hypothesize that an imbalance between different neurotransmitter systems is responsible for the non-motor symptoms, and further research investigating multiple neurotransmitters and psychiatry in DRD is necessary., (© 2022. The Author(s).)- Published
- 2022
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31. The effect of lesion filling on brain network analysis in multiple sclerosis using structural magnetic resonance imaging.
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van der Weijden CWJ, Pitombeira MS, Haveman YRA, Sanchez-Catasus CA, Campanholo KR, Kolinger GD, Rimkus CM, Buchpiguel CA, Dierckx RAJO, Renken RJ, Meilof JF, de Vries EFJ, and de Paula Faria D
- Abstract
Background: Graph theoretical network analysis with structural magnetic resonance imaging (MRI) of multiple sclerosis (MS) patients can be used to assess subtle changes in brain networks. However, the presence of multiple focal brain lesions might impair the accuracy of automatic tissue segmentation methods, and hamper the performance of graph theoretical network analysis. Applying "lesion filling" by substituting the voxel intensities of a lesion with the voxel intensities of nearby voxels, thus creating an image devoid of lesions, might improve segmentation and graph theoretical network analysis. This study aims to determine if brain networks are different between MS subtypes and healthy controls (HC) and if the assessment of these differences is affected by lesion filling., Methods: The study included 49 MS patients and 19 HC that underwent a T1w, and T2w-FLAIR MRI scan. Graph theoretical network analysis was performed from grey matter fractions extracted from the original T1w-images and T1w-images after lesion filling., Results: Artefacts in lesion-filled T1w images correlated positively with total lesion volume (r = 0.84, p < 0.001) and had a major impact on grey matter segmentation accuracy. Differences in sensitivity for network alterations were observed between original T1w data and after application of lesion filling: graph theoretical network analysis obtained from lesion-filled T1w images produced more differences in network organization in MS patients., Conclusion: Lesion filling might reduce variability across subjects resulting in an increased detection rate of network alterations in MS, but also induces significant artefacts, and therefore should be applied cautiously especially in individuals with higher lesions loads., (© 2022. The Author(s).)
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- 2022
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32. A proof-of-concept study on the use of a fluorescein-based 18 F-tracer for pretargeted PET.
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Helbert H, Ploeg EM, Samplonius DF, Blok SN, Antunes IF, Böhmer VI, Luurtsema G, Dierckx RAJO, Feringa BL, Elsinga PH, Szymanski W, and Helfrich W
- Abstract
Background: Pretargeted immuno-PET tumor imaging has emerged as a valuable diagnostic strategy that combines the high specificity of antibody-antigen interaction with the high signal and image resolution offered by short-lived PET isotopes, while reducing the irradiation dose caused by traditional
89 Zr-labelled antibodies. In this work, we demonstrate proof of concept of a novel 'two-step' immuno-PET pretargeting approach, based on bispecific antibodies (bsAbs) engineered to feature dual high-affinity binding activity for a fluorescein-based18 F-PET tracer and tumor markers., Results: A copper(I)-catalysed click reaction-based radiolabeling protocol was developed for the synthesis of fluorescein-derived molecule [18 F]TPF. Binding of [18 F]TPF on FITC-bearing bsAbs was confirmed. An in vitro autoradiography assay demonstrated that [18 F]TPF could be used for selective imaging of EpCAM-expressing OVCAR3 cells, when pretargeted with EpCAMxFITC bsAb. The versatility of the pretargeting approach was showcased in vitro using a series of fluorescein-binding bsAbs directed at various established cancer-associated targets, including the pan-carcinoma cell surface marker EpCAM, EGFR, melanoma marker MCSP (aka CSPG4), and immune checkpoint PD-L1, offering a range of potential future applications for this pretargeting platform., Conclusion: A versatile pretargeting platform for PET imaging, which combines bispecific antibodies and a fluorescein-based18 F-tracer, is presented. It is shown to selectively target EpCAM-expressing cells in vitro and its further evaluation with different bispecific antibodies demonstrates the versatility of the approach., (© 2022. The Author(s).)- Published
- 2022
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33. Prognostic value of 11C-methionine volume-based PET parameters in IDH wild type glioblastoma.
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van Dijken BRJ, Ankrah AO, Stormezand GN, Dierckx RAJO, Jan van Laar P, and van der Hoorn A
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- Adult, Aged, Disease-Free Survival, Female, Humans, Male, Middle Aged, Survival Rate, Tumor Burden, Glioblastoma diagnostic imaging, Glioblastoma enzymology, Glioblastoma mortality, Isocitrate Dehydrogenase metabolism, Methionine administration & dosage, Methionine pharmacokinetics, Neoplasm Proteins metabolism, Positron Emission Tomography Computed Tomography
- Abstract
Purpose: 11C-Methionine (11C-MET) PET prognostication of isocitrate dehydrogenase (IDH) wild type glioblastomas is inadequate as conventional parameters such as standardized uptake value (SUV) do not adequately reflect tumor heterogeneity. We retrospectively evaluated whether volume-based parameters such as metabolic tumor volume (MTV) and total lesion methionine metabolism (TLMM) outperformed SUV for survival correlation in patients with IDH wild type glioblastomas., Methods: Thirteen IDH wild type glioblastoma patients underwent preoperative 11C-MET PET. Both SUV-based parameters and volume-based parameters were calculated for each lesion. Kaplan-Meier curves with log-rank testing and Cox regression analysis were used for correlation between PET parameters and overall survival., Results: Median overall survival for the entire cohort was 393 days. MTV (HR 1.136, p = 0.007) and TLMM (HR 1.022, p = 0.030) were inversely correlated with overall survival. SUV-based 11C-MET PET parameters did not show a correlation with survival. In a paired analysis with other clinical parameters including age and radiotherapy dose, MTV and TLMM were found to be independent factors., Conclusions: MTV and TLMM, and not SUV, significantly correlate with overall survival in patients with IDH wild type glioblastomas. The incorporation of volume-based 11C-MET PET parameters may lead to a better outcome prediction for this heterogeneous patient population., Competing Interests: The authors have declared that no competing interests exist.
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- 2022
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34. Cardiac Alterations on 3T MRI in Young Adults With Sedentary Lifestyle-Related Risk Factors.
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Snel GJH, van den Boomen M, Hurtado-Ortiz K, Slart RHJA, van Deursen VM, Nguyen CT, Sosnovik DE, Dierckx RAJO, Velthuis BK, Borra RJH, and Prakken NHJ
- Abstract
Background: Young adult populations with the sedentary lifestyle-related risk factors overweight, hypertension, and type 2 diabetes (T2D) are growing, and associated cardiac alterations could overlap early findings in non-ischemic cardiomyopathy on cardiovascular MRI. We aimed to investigate cardiac morphology, function, and tissue characteristics for these cardiovascular risk factors., Methods: Non-athletic non-smoking asymptomatic adults aged 18-45 years were prospectively recruited and underwent 3Tesla cardiac MRI. Multivariate linear regression was performed to investigate independent associations of risk factor-related parameters with cardiac MRI values., Results: We included 311 adults (age, 32 ± 7 years; men, 49%). Of them, 220 subjects had one or multiple risk factors, while 91 subjects were free of risk factors. For overweight, increased body mass index (per SD = 5.3 kg/m
2 ) was associated with increased left ventricular (LV) mass (+7.3 g), biventricular higher end-diastolic (LV, +8.6 ml), and stroke volumes (SV; +5.0 ml), higher native T1 (+7.3 ms), and lower extracellular volume (ECV, -0.38%), whereas the higher waist-hip ratio was associated with lower biventricular volumes. Regarding hypertension, increased systolic blood pressure (per SD = 14 mmHg) was associated with increased LV mass (+6.9 g), higher LV ejection fraction (EF; +1.0%), and lower ECV (-0.48%), whereas increased diastolic blood pressure was associated with lower LV EF. In T2D, increased HbA1c (per SD = 9.0 mmol/mol) was associated with increased LV mass (+2.2 g), higher right ventricular end-diastolic volume (+3.2 ml), and higher ECV (+0.27%). Increased heart rate was linked with decreased LV mass, lower biventricular volumes, and lower T2 values., Conclusions: Young asymptomatic adults with overweight, hypertension, and T2D show subclinical alterations in cardiac morphology, function, and tissue characteristics. These alterations should be considered in cardiac MRI-based clinical decision making., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Snel, van den Boomen, Hurtado-Ortiz, Slart, van Deursen, Nguyen, Sosnovik, Dierckx, Velthuis, Borra and Prakken.)- Published
- 2022
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35. Combining Hepatic and Splenic CT Radiomic Features Improves Radiomic Analysis Performance for Liver Fibrosis Staging.
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Yin Y, Yakar D, Dierckx RAJO, Mouridsen KB, Kwee TC, and de Haas RJ
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Background: The exact focus of computed tomography (CT)-based artificial intelligence techniques when staging liver fibrosis is still not exactly known. This study aimed to determine both the added value of splenic information to hepatic information, and the correlation between important radiomic features and information exploited by deep learning models for liver fibrosis staging by CT-based radiomics. Methods : The study design is retrospective. Radiomic features were extracted from both liver and spleen on portal venous phase CT images of 252 consecutive patients with histologically proven liver fibrosis stages between 2006 and 2018. The radiomics analyses for liver fibrosis staging were done by hepatic and hepatic-splenic features, respectively. The most predictive radiomic features were automatically selected by machine learning models. Results : When using splenic-hepatic features in the CT-based radiomics analysis, the average accuracy rates for significant fibrosis, advanced fibrosis, and cirrhosis were 88%, 82%, and 86%, and area under the receiver operating characteristic curves (AUCs) were 0.92, 0.81, and 0.85. The AUC of hepatic-splenic-based radiomics analysis with the ensemble classifier was 7% larger than that of hepatic-based analysis ( p < 0.05). The most important features selected by machine learning models included both hepatic and splenic features, and they were consistent with the location maps indicating the focus of deep learning when predicting liver fibrosis stage. Conclusions: Adding CT-based splenic radiomic features to hepatic radiomic features increases radiomics analysis performance for liver fibrosis staging. The most important features of the radiomics analysis were consistent with the information exploited by deep learning.
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- 2022
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36. Clinical relevance of the radiation dose bath in lower grade glioma, a cross-sectional pilot study on neurocognitive and radiological outcome.
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van der Weide HL, Kłos J, Langendijk JA, Brouwer CL, Sinnige PF, Borra RJH, Dierckx RAJO, Huitema RB, Rakers SE, Buunk AM, Spikman JM, Bosma IB, Enting RH, Blandhol M, Chiu RK, van der Hoorn A, and Kramer MCA
- Abstract
Aim: To investigate the clinical relevance of the radiotherapy (RT) dose bath in patients treated for lower grade glioma (LGG)., Methods: Patients (n = 17) treated with RT for LGG were assessed with neurocognitive function (NCF) tests and structural Magnetic Resonance Imaging (MRI) and categorized in subgroups based on tumour lateralisation. RT dose, volumetric results and cerebral microbleed (CMB) number were extracted for contralateral cerebrum, contralateral hippocampus, and cerebellum. The RT clinical target volume (CTV) was included in the analysis as a surrogate for focal tumour and other treatment effects. The relationships between RT dose, CTV, NCF and radiological outcome were analysed per subgroup., Results: The subgroup with left-sided tumours (n = 10) performed significantly lower on verbal tests. The RT dose to the right cerebrum, as well as CTV, were related to poorer performance on tests for processing speed, attention, and visuospatial abilities, and more CMB.In the subgroup with right-sided tumours (n = 7), RT dose in the left cerebrum was related to lower verbal memory performance, (immediate and delayed recall, r = -0.821, p = 0.023 and r = -0.937, p = 0.002, respectively), and RT dose to the left hippocampus was related to hippocampal volume (r = -0.857, p = 0.014), without correlation between CTV and NCF., Conclusion: By using a novel approach, we were able to investigate the clinical relevance of the RT dose bath in patients with LGG more specifically. We used combined MRI-derived and NCF outcome measures to assess radiation-induced brain damage, and observed potential RT effects on the left-sided brain resulting in lower verbal memory performance and hippocampus volume., Competing 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., (© 2022 The Authors.)
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- 2022
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37. Radionuclide Imaging of Invasive Fungal Disease in Immunocompromised Hosts.
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Lawal IO, Mokoala KMG, Kgatle MM, Dierckx RAJO, Glaudemans AWJM, Sathekge MM, and Ankrah AO
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Invasive fungal disease (IFD) leads to increased mortality, morbidity, and costs of treatment in patients with immunosuppressive conditions. The definitive diagnosis of IFD relies on the isolation of the causative fungal agents through microscopy, culture, or nucleic acid testing in tissue samples obtained from the sites of the disease. Biopsy is not always feasible or safe to be undertaken in immunocompromised hosts at risk of IFD. Noninvasive diagnostic techniques are, therefore, needed for the diagnosis and treatment response assessment of IFD. The available techniques that identify fungal-specific antigens in biological samples for diagnosing IFD have variable sensitivity and specificity. They also have limited utility in response assessment. Imaging has, therefore, been applied for the noninvasive detection of IFD. Morphologic imaging with computed tomography (CT) and magnetic resonance imaging (MRI) is the most applied technique. These techniques are neither sufficiently sensitive nor specific for the early diagnosis of IFD. Morphologic changes evaluated by CT and MRI occur later in the disease course and during recovery after successful treatment. These modalities may, therefore, not be ideal for early diagnosis and early response to therapy determination. Radionuclide imaging allows for targeting the host response to pathogenic fungi or specific structures of the pathogen itself. This makes radionuclide imaging techniques suitable for the early diagnosis and treatment response assessment of IFD. In this review, we aimed to discuss the interplay of host immunity, immunosuppression, and the occurrence of IFD. We also discuss the currently available radionuclide probes that have been evaluated in preclinical and clinical studies for their ability to detect IFD.
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- 2021
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38. Single-center versus multi-center biparametric MRI radiomics approach for clinically significant peripheral zone prostate cancer.
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Bleker J, Yakar D, van Noort B, Rouw D, de Jong IJ, Dierckx RAJO, Kwee TC, and Huisman H
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Objectives: To investigate a previously developed radiomics-based biparametric magnetic resonance imaging (bpMRI) approach for discrimination of clinically significant peripheral zone prostate cancer (PZ csPCa) using multi-center, multi-vendor (McMv) and single-center, single-vendor (ScSv) datasets., Methods: This study's starting point was a previously developed ScSv algorithm for PZ csPCa whose performance was demonstrated in a single-center dataset. A McMv dataset was collected, and 262 PZ PCa lesions (9 centers, 2 vendors) were selected to identically develop a multi-center algorithm. The single-center algorithm was then applied to the multi-center dataset (single-multi-validation), and the McMv algorithm was applied to both the multi-center dataset (multi-multi-validation) and the previously used single-center dataset (multi-single-validation). The areas under the curve (AUCs) of the validations were compared using bootstrapping., Results: Previously the single-single validation achieved an AUC of 0.82 (95% CI 0.71-0.92), a significant performance reduction of 27.2% compared to the single-multi-validation AUC of 0.59 (95% CI 0.51-0.68). The new multi-center model achieved a multi-multi-validation AUC of 0.75 (95% CI 0.64-0.84). Compared to the multi-single-validation AUC of 0.66 (95% CI 0.56-0.75), the performance did not decrease significantly (p value: 0.114). Bootstrapped comparison showed similar single-center performances and a significantly different multi-center performance (p values: 0.03, 0.012)., Conclusions: A single-center trained radiomics-based bpMRI model does not generalize to multi-center data. Multi-center trained radiomics-based bpMRI models do generalize, have equal single-center performance and perform better on multi-center data., (© 2021. The Author(s).)
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- 2021
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39. Balancing Speed and Accuracy in Cardiac Magnetic Resonance Function Post-Processing: Comparing 2 Levels of Automation in 3 Vendors to Manual Assessment.
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Snel GJH, Poort S, Velthuis BK, van Deursen VM, Nguyen CT, Sosnovik D, Dierckx RAJO, Slart RHJA, Borra RJH, and Prakken NHJ
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Automating cardiac function assessment on cardiac magnetic resonance short-axis cines is faster and more reproducible than manual contour-tracing; however, accurately tracing basal contours remains challenging. Three automated post-processing software packages (Level 1) were compared to manual assessment. Subsequently, automated basal tracings were manually adjusted using a standardized protocol combined with software package-specific relative-to-manual standard error correction (Level 2). All post-processing was performed in 65 healthy subjects. Manual contour-tracing was performed separately from Level 1 and 2 automated analysis. Automated measurements were considered accurate when the difference was equal or less than the maximum manual inter-observer disagreement percentage. Level 1 (2.1 ± 1.0 min) and Level 2 automated (5.2 ± 1.3 min) were faster and more reproducible than manual (21.1 ± 2.9 min) post-processing, the maximum inter-observer disagreement was 6%. Compared to manual, Level 1 automation had wide limits of agreement. The most reliable software package obtained more accurate measurements in Level 2 compared to Level 1 automation: left ventricular end-diastolic volume, 98% and 53%; ejection fraction, 98% and 60%; mass, 70% and 3%; right ventricular end-diastolic volume, 98% and 28%; ejection fraction, 80% and 40%, respectively. Level 1 automated cardiac function post-processing is fast and highly reproducible with varying accuracy. Level 2 automation balances speed and accuracy.
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- 2021
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40. The effects of molar activity on [ 18 F]FDOPA uptake in patients with neuroendocrine tumors.
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Stormezand GN, Schreuder RSBH, Brouwers AH, Slart RHJA, Elsinga PH, Walenkamp AME, Dierckx RAJO, Glaudemans AWJM, and Luurtsema G
- Abstract
Background: 6-[
18 F]fluoro-L-3,4-dihydroxyphenyl alanine ([18 F]FDOPA) is a commonly used PET tracer for the detection and staging of neuroendocrine tumors. In neuroendocrine tumors, [18 F]FDOPA is decarboxylated to [18 F]dopamine via the enzyme amino acid decarboxylase (AADC), leading to increased uptake when there is increased AADC activity. Recently, in our hospital, a new GMP compliant multi-dose production of [18 F]FDOPA has been developed, [18 F]FDOPA-H, resulting in a higher activity yield, improved molar activity and a lower administered mass than the conventional method ([18 F]FDOPA-L)., Aims: This study aimed to investigate whether the difference in molar activity affects the [18 F]FDOPA uptake at physiological sites and in tumor lesions, in patients with NET. It was anticipated that the specific uptake of [18 F]FDOPA-H would be equal to or higher than [18 F]FDOPA-L., Methods: We retrospectively analyzed 49 patients with pathologically confirmed NETs and stable disease who underwent PET scanning using both [18 F]FDOPA-H and [18 F]FDOPA-L within a time span of 5 years. A total of 98 [18 F]FDOPA scans (49 [18 F]FDOPA-L and 49 [18 F]FDOPA-H with average molar activities of 8 and 107 GBq/mmol) were analyzed. The SUVmean was calculated for physiological organ uptake and SUVmax for tumor lesions in both groups for comparison, and separately in subjects with low tumor load (1-2 lesions) and higher tumor load (3-10 lesions)., Results: Comparable or slightly higher uptake was demonstrated in various physiological uptake sites in subjects scanned with [18 F]FDOPA-H compared to [18 F]FDOPA-L, with large overlap being present in the interquartile ranges. Tumor uptake was slightly higher in the [18 F]FDOPA-H group with 3-10 lesion (SUVmax 6.83 vs. 5.19, p < 0.001). In the other groups, no significant differences were seen between H and L., Conclusion: [18F]FDOPA-H provides a higher activity yield, offering the possibility to scan more patients with one single production. Minor differences were observed in SUV's, with slight increases in uptake of [18 F]FDOPA-H in comparison to [18 F]FDOPA-L. This finding is not a concern for clinical practice, but could be of importance when quantifying follow-up scans while introducing new production methods with a higher molar activity of [18 F]FDOPA., (© 2021. The Author(s).)- Published
- 2021
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41. Magnetic resonance imaging assessment of renal flow distribution patterns during ex vivo normothermic machine perfusion in porcine and human kidneys.
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Schutter R, Lantinga VA, Hamelink TL, Pool MBF, van Varsseveld OC, Potze JH, Hillebrands JL, van den Heuvel MC, Dierckx RAJO, Leuvenink HGD, Moers C, and Borra RJH
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- Animals, Extracorporeal Circulation, Humans, Magnetic Resonance Imaging, Perfusion, Swine, Kidney diagnostic imaging, Organ Preservation
- Abstract
Acceptance criteria of deceased donor organs have gradually been extended toward suboptimal quality, posing an urgent need for more objective pre-transplant organ assessment. Ex vivo normothermic machine perfusion (NMP) combined with magnetic resonance imaging (MRI) could assist clinicians in deciding whether a donor kidney is suitable for transplantation. Aim of this study was to characterize the regional distribution of perfusate flow during NMP, to better understand how ex vivo kidney assessment protocols should eventually be designed. Nine porcine and 4 human discarded kidneys underwent 3 h of NMP in an MRI-compatible perfusion setup. Arterial spin labeling scans were performed every 15 min, resulting in perfusion-weighted images that visualize intrarenal flow distribution. At the start of NMP, all kidneys were mainly centrally perfused and it took time for the outer cortex to reach its physiological dominant perfusion state. Calculated corticomedullary ratios based on the perfusion maps reached a physiological range comparable to in vivo observations, but only after 1 to 2 h after the start of NMP. Before that, the functionally important renal cortex appeared severely underperfused. Our findings suggest that early functional NMP quality assessment markers may not reflect actual physiology and should therefore be interpreted with caution., (© 2021 The Authors. Transplant International published by John Wiley & Sons Ltd on behalf of Steunstichting ESOT.)
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- 2021
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42. Recommendations in Second Opinion Reports of Neurologic Head and Neck Imaging: Frequency, Referring Clinicians' Compliance, and Diagnostic Yield.
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Heinz SA, Yakar D, Dierckx RAJO, Lamers MJ, and Kwee TC
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- Humans, Radiologists, Retrospective Studies, Physicians, Referral and Consultation
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Background and Purpose: Second opinion reports of neurologic head and neck imaging are requested with increased regularity, and they may contain a recommendation to the clinician. Our aim was to investigate the frequency and determinants of the presence of a recommendation and the adherence by the referring physician to the recommendation in a second opinion neurology head and neck imaging report and the diagnostic yield of these recommendations., Materials and Methods: This retrospective study included 994 consecutive second opinion reports of neurology head and neck imaging examinations performed at a tertiary care center., Results: Of the 994 second opinion reports, 12.2% (121/994) contained a recommendation. An oncologic imaging indication was significantly ( P = .030) associated with a lower chance of a recommendation in the second opinion report (OR = .67; 95% CI, 0.46-0.96). Clinicians followed 65.7% (88/134) of the recommendations. None of the investigated variables (patient age, sex, hospitalization status, indication for the second opinion report, experience of the radiologist who signed the second opinion report, strength of the recommendation, and whether the recommendation was made due to apparent quality issues of the original examination) were significantly associated with the compliance of the referring physician to this recommendation. The 134 individual recommendations eventually led to the establishment of 52 (38.2%) benign diagnoses and 28 (20.6%) malignant diagnoses, while no definitive diagnosis could be established in 56 (41.2%) cases., Conclusions: Recommendations are relatively common in second opinion reports of neurology head and neck imaging examinations, though less for oncologic indications. They are mostly followed by requesting physicians, thus affecting patient management. In most cases, they also lead to the establishment of a diagnosis, hence adding value to patient care., (© 2021 by American Journal of Neuroradiology.)
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- 2021
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43. Synthesis and Evaluation of 18 F-Enzalutamide, a New Radioligand for PET Imaging of Androgen Receptors: A Comparison with 16β- 18 F-Fluoro-5α-Dihydrotestosterone.
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Antunes IF, Dost RJ, Hoving HD, van Waarde A, Dierckx RAJO, Samplonius DF, Helfrich W, Elsinga PH, de Vries EFJ, and de Jong IJ
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- Animals, Male, Humans, Mice, Tissue Distribution, Cell Line, Tumor, Fluorine Radioisotopes, Radiochemistry, Radiopharmaceuticals pharmacokinetics, Radiopharmaceuticals chemical synthesis, Chemistry Techniques, Synthetic, Ligands, Nitriles pharmacokinetics, Positron-Emission Tomography methods, Phenylthiohydantoin analogs & derivatives, Benzamides pharmacokinetics, Benzamides chemical synthesis, Receptors, Androgen metabolism, Dihydrotestosterone analogs & derivatives
- Abstract
16β-
18 F-fluoro-5α-dihydrotestosterone (18 F-FDHT) is a radiopharmaceutical that has been investigated as a diagnostic agent for the assessment of androgen receptor (AR) density in prostate cancer using PET. However,18 F-FDHT is rapidly metabolized in humans and excreted via the kidneys into the urine, potentially compromising the detection of tumor lesions close to the prostate. Enzalutamide is an AR signaling inhibitor currently used in different stages of prostate cancer. Enzalutamide and its primary metabolite N -desmethylenzalutamide have an AR affinity comparable to that of FDHT but are excreted mainly via the hepatic route. Radiolabeled enzalutamide could thus be a suitable candidate PET tracer for AR imaging. Here, we describe the radiolabeling of enzalutamide with18 F. Moreover, the in vitro and in vivo behavior of18 F-enzalutamide was evaluated and compared with the current standard,18 F-FDHT. Methods:18 F-enzalutamide was obtained by fluorination of the nitro precursor. In vitro cellular uptake studies with18 F-enzalutamide and18 F-FDHT were performed in LNCaP (AR-positive) and HEK293 (AR-negative) cells. Competition assays with both tracers were conducted on the LNCaP (AR-positive) cell line. In vivo PET imaging, ex vivo biodistribution, and metabolite studies with18 F-enzalutamide and18 F-FDHT were conducted on athymic nude male mice bearing an LNCaP xenograft in the shoulder. Results:18 F-enzalutamide was obtained in 1.4% ± 0.9% radiochemical yield with an apparent molar activity of 6.2 ± 10.3 GBq/µmol.18 F-FDHT was obtained in 1.5% ± 0.8% yield with a molar activity of more than 25 GBq/µmol. Coincubation with an excess of 5α-dihydrotestosterone or enzalutamide significantly reduced the cellular uptake of18 F-enzalutamide and18 F-FDHT to about 50% in AR-positive LNCaP cells but not in AR-negative HEK293 cells. PET and biodistribution studies on male mice bearing a LnCaP xenograft showed about 3 times higher tumor uptake for18 F-enzalutamide than for18 F-FDHT. Sixty minutes after tracer injection, 93% of18 F-enzalutamide in plasma was still intact, compared with only 3% of18 F-FDHT. Conclusion: Despite its lower apparent molar activity,18 F-enzalutamide shows higher tumor uptake and better metabolic stability than18 F-FDHT and thus seems to have more favorable properties for imaging of AR with PET. However, further evaluation in other oncologic animal models and patients is warranted to confirm these results., (© 2021 by the Society of Nuclear Medicine and Molecular Imaging.)- Published
- 2021
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44. A new approach to produce [ 18 F]MC225 via one-step synthesis, a PET radiotracer for measuring P-gp function.
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Garcia-Varela L, Attia K, Sembrano JC, Jacquet O, Antunes IF, Kwizera C, Visser TJ, Dierckx RAJO, Elsinga PH, and Luurtsema G
- Abstract
Background: [
18 F]MC225 is a radiotracer for imaging P-glycoprotein (P-gp) function at the blood-brain barrier. The P-gp function can be altered due to different factors, for instance, decreased P-gp function has been described in patients with Alzheimer's or Parkinson's Disease. The current applied radiosynthesis of [18 F]MC225 involves 2 steps, including the distillation of the [18 F] fluoroethylbromide intermediate. To develop a more robust synthetic procedure, it is of interest to produce the radiotracer via a 1-step synthesis. The present study describes a new synthetic approach to produce [18 F]MC225 via direct18 F-fluorination. Moreover, we also provide the appropriate conditions for the automation of the synthesis. A mesylate precursor was synthesized via a multi-step synthetic route and used for the radiolabeling. The nucleophilic substitution of the mesylate group by [18 F] Fluoride was automated in two different synthesis modules: IBA Synthera and Eckert and Ziegler PharmTracer (E&Z)., Results: The mesylate precursor was synthesized in 7 steps starting with 5-hydroxy-1-tetralone (commercially available) in practical yields. The stability of the precursor was improved via mesylate salt formation method. The radiolabeling was done by adding the mesylate precursor dissolved in DMF to the dried [18 F]KF/K2.2.2 complex and heating at 140 °C for 30 min. Quality control by UPLC confirmed the production of [18 F]MC225 with a molar activity (Am ) higher than 100 GBq/micromole. The synthesis time in Synthera was 106 min and the product was obtained with a radiochemical purity higher than 95% and RCY of 6.5%, while the production in E&Z lasted 120 min and the product had a lower radiochemical purity (91%) and RCY (3.8%)., Conclusions: [18 F]MC225 was successfully produced via a 1-step reaction. The procedure is suitable for automation using commercially available synthesis modules. The automation of the radiosynthesis in the Synthera module allows the production of the [18 F]MC225 by a reliable and simple method., (© 2021. The Author(s).)- Published
- 2021
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45. Clinical importance of testing for clopidogrel resistance in patients undergoing carotid artery stenting-a systematic review.
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Collette SL, Bokkers RPH, Dierckx RAJO, van der Laan MJ, Zeebregts CJ, and Uyttenboogaart M
- Abstract
Dual antiplatelet therapy is frequently prescribed for patients undergoing carotid artery stenting (CAS), however clopidogrel resistance might cause thromboembolic complications. The role of testing for clopidogrel resistance in patients undergoing CAS is unclear. In this study, we aimed to review the periprocedural thromboembolic outcomes in clopidogrel resistant patients who underwent CAS. We conducted a review of PubMed, EMBASE, and the Cochrane Library up to October 7, 2020. Studies were included that investigated at least ten patients aged 18 years or older with a symptomatic carotid artery stenosis requiring CAS. Studies were excluded that investigated patients with a carotid artery dissection, case reports, case series of less than ten patients, reviews, commentaries, letters to the editors, and conference abstracts. The primary endpoint was the incidence of thromboembolic events. One hundred seventy-seven unique articles were identified of which three studies were included in our systematic review. The sample sizes ranged from 76 to 449 patients and the follow-up duration from 24 hours to 2 years postprocedural. Two retrospective observational studies determined clopidogrel resistance using measurement of P2Y12 reaction units, and one historical cohort study used genetic testing. Two studies concluded that clopidogrel resistance was a risk factor for thromboembolic complications, the other found higher values of P2Y12 reaction units in patients with thromboembolic events compared to those without. In conclusion, current literature supports a possible relationship between clopidogrel resistance and thromboembolic complications in patients who underwent CAS. Preprocedural testing for clopidogrel resistance might therefore be of additional value. Randomized studies using a valid, reliable clopidogrel resistance test and clinical endpoints, are however required to make a definitive statement and to determine the impact of the thromboembolic complications. This study was registered within PROSPERO (CRD42020197318)., Competing Interests: Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at http://dx.doi.org/10.21037/atm-20-7153). The series “Carotid Artery Stenosis and Stroke – Prevention and Treatment Part II” was commissioned by the editorial office without any funding or sponsorship. The authors have no other conflicts of interest to declare., (2021 Annals of Translational Medicine. All rights reserved.)
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- 2021
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46. The New Integrated Nuclear Medicine and Radiology Residency Program in The Netherlands: Why Do Residents Choose to Subspecialize in Nuclear Medicine and Why Not?
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Velleman T, Noordzij W, Dierckx RAJO, Ongena Y, and Kwee TC
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Our purpose was to explore the reasons that a resident chooses to enter the nuclear medicine subspecialty in the integrated nuclear medicine and radiology residency program in The Netherlands. Methods: A web questionnaire was developed and distributed among residents in the Dutch integrated nuclear medicine and radiology training program. Results: In total, 114 residents were included. The survey results revealed 4 categories of incentives to choose the nuclear medicine subspecialty: the expertise of nuclear medicine physicians and their quality of supervision in the training hospital; opportunities to do scientific research during and after residency; the diversity of pathologic conditions, radiotracers, examinations, and therapies in the training hospital; and the expectation that the role of hybrid imaging will increase in the future. The results also revealed 4 groups of disincentives to choose the nuclear medicine subspecialty: lack of collaboration and integration between nuclear medicine and radiology in some training hospitals; imbalance between nuclear medicine and radiology during the first 2.5 y of basic training during residency at the expense of nuclear medicine; uncertainty regarding the international recognition of nuclear medicine subspecialty training; and the uncertain future of nuclear medicine regarding the chances for employment and the ratio of nuclear medicine to radiology work activities. Conclusion: This study provided insight into residents' motives in pursuing or refraining from nuclear medicine subspecialization in an integrated nuclear medicine and radiology residency program. Medical imaging specialists in training hospitals and developers of curricula for nuclear medicine and radiology training should take these motives into account to ensure a sufficient outflow of newly graduated nuclear medicine specialists., (© 2021 by the Society of Nuclear Medicine and Molecular Imaging.)
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- 2021
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47. Hypotension during endovascular treatment under general anesthesia for acute ischemic stroke.
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Collette SL, Uyttenboogaart M, Samuels N, van der Schaaf IC, van der Worp HB, Luijckx GJR, Venema AM, Sahinovic MM, Dierckx RAJO, Lingsma HF, Kappen TH, and Bokkers RPH
- Subjects
- Aged, Anesthesia, General adverse effects, Blood Pressure drug effects, Blood Pressure physiology, Brain Ischemia physiopathology, Endovascular Procedures adverse effects, Female, Humans, Hypotension metabolism, Ischemic Stroke physiopathology, Male, Middle Aged, Retrospective Studies, Stroke therapy, Treatment Outcome, Hypotension physiopathology, Ischemic Stroke complications, Ischemic Stroke therapy
- Abstract
Objective: The effect of anesthetic management (general anesthesia [GA], conscious sedation, or local anesthesia) on functional outcome and the role of blood pressure management during endovascular treatment (EVT) for acute ischemic stroke is under debate. We aimed to determine whether hypotension during EVT under GA is associated with functional outcome at 90 days., Methods: We retrospectively collected data from patients with a proximal intracranial occlusion of the anterior circulation treated with EVT under GA. The primary outcome was the distribution on the modified Rankin Scale at 90 days. Hypotension was defined using two thresholds: a mean arterial pressure (MAP) of 70 mm Hg and a MAP 30% below baseline MAP. To quantify the extent and duration of hypotension, the area under the threshold (AUT) was calculated using both thresholds., Results: Of the 366 patients included, procedural hypotension was observed in approximately half of them. The occurrence of hypotension was associated with poor functional outcome (MAP <70 mm Hg: adjusted common odds ratio [acOR], 0.57; 95% confidence interval [CI], 0.35-0.94; MAP decrease ≥30%: acOR, 0.76; 95% CI, 0.48-1.21). In addition, an association was found between the number of hypotensive periods and poor functional outcome (MAP <70 mm Hg: acOR, 0.85 per period increase; 95% CI, 0.73-0.99; MAP decrease ≥30%: acOR, 0.90 per period; 95% CI, 0.78-1.04). No association existed between AUT and functional outcome (MAP <70 mm Hg: acOR, 1.000 per 10 mm Hg*min increase; 95% CI, 0.998-1.001; MAP decrease ≥30%: acOR, 1.000 per 10 mm Hg*min; 95% CI, 0.999-1.000)., Conclusions: Occurrence of procedural hypotension and an increase in number of procedural hypotensive periods were associated with poor functional outcome, whereas the extent and duration of hypotension were not. Randomized clinical trials are needed to confirm our hypothesis that hypotension during EVT under GA has detrimental effects., Competing Interests: The authors have declared that no competing interests exist.
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- 2021
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48. Radionuclide Imaging of Fungal Infections and Correlation with the Host Defense Response.
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Ankrah AO, Sathekge MM, Dierckx RAJO, and Glaudemans AWJM
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The human response to invading fungi includes a series of events that detect, kill, or clear the fungi. If the metabolic host response is unable to eliminate the fungi, an infection ensues. Some of the host response's metabolic events to fungi can be imaged with molecules labelled with radionuclides. Several important clinical applications have been found with radiolabelled biomolecules of inflammation.
18 F-fluorodeoxyglucose is the tracer that has been most widely investigated in the host defence of fungi. This tracer has added value in the early detection of infection, in staging and visualising dissemination of infection, and in monitoring antifungal treatment. Radiolabelled antimicrobial peptides showed promising results, but large prospective studies in fungal infection are lacking. Other tracers have also been used in imaging events of the host response, such as the migration of white blood cells at sites of infection, nutritional immunity in iron metabolism, and radiolabelled monoclonal antibodies. Many tracers are still at the preclinical stage. Some tracers require further studies before translation into clinical use. The application of therapeutic radionuclides offers a very promising clinical application of these tracers in managing drug-resistant fungi.- Published
- 2021
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49. FDG-PET/CT in intensive care patients with bloodstream infection.
- Author
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Pijl JP, Londema M, Kwee TC, Nijsten MWN, Slart RHJA, Dierckx RAJO, van der Voort PHJ, Glaudemans AWJM, and Pillay J
- Subjects
- Adult, Aged, Aged, 80 and over, Cohort Studies, Female, Fluorodeoxyglucose F18 therapeutic use, Humans, Male, Middle Aged, Positron Emission Tomography Computed Tomography methods, Retrospective Studies, Sensitivity and Specificity, Sepsis epidemiology, Fluorodeoxyglucose F18 adverse effects, Positron Emission Tomography Computed Tomography statistics & numerical data, Sepsis complications
- Abstract
Background: 2-Deoxy-2-[18F]fluoro-D-glucose (FDG) positron emission tomography (PET)/computed tomography (CT) is an advanced imaging technique that can be used to examine the whole body for an infection focus in a single examination in patients with bloodstream infection (BSI) of unknown origin. However, literature on the use of this technique in intensive care patients is scarce. The purpose of this study was to evaluate the diagnostic yield of FDG-PET/CT in intensive care patients with BSI., Methods: In this retrospective cohort study, all intensive care patients from our Dutch university medical center who had culture-proven BSI between 2010 and 2020 and underwent FDG-PET/CT to find the focus of infection were included. Diagnostic performance was calculated and logistic regression analysis was performed to evaluate the association between FDG-PET/CT outcome and C-reactive protein level (CRP), leukocyte count, duration of antibiotic treatment, duration of ICU stay, quality of FDG-PET/CT, and dependency on mechanical ventilation. In addition, the impact of FDG-PET/CT on clinical treatment was evaluated., Results: 30 intensive care patients with BSI were included. In 21 patients, an infection focus was found on FDG-PET/CT which led to changes in clinical management in 14 patients. FDG-PET/CT achieved a sensitivity of 90.9% and specificity of 87.5% for identifying the focus of infection. Poor quality of the FDG-PET images significantly decreased the likelihood of finding an infection focus as compared to reasonable or good image quality (OR 0.16, P = 0.034). No other variables were significantly associated with FDG-PET/CT outcome. No adverse events during the FDG-PET/CT procedure were reported., Conclusion: FDG-PET/CT has a high diagnostic yield for detecting the infection focus in patients with BSI admitted to intensive care. Poor PET image quality was significantly associated with a decreased likelihood of finding the infection focus in patients with BSI. This could be improved by adequate dietary preparation and cessation of intravenous glucose and glucose-regulating drugs. Recent advances in PET/CT technology enable higher image quality with shorter imaging time and may contribute to routinely performing FDG-PET/CT in intensive care patients with BSI of unknown origin.
- Published
- 2021
- Full Text
- View/download PDF
50. Time to Reconsider Routine Percutaneous Biopsy in Spondylodiscitis?
- Author
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Kasalak Ö, Wouthuyzen-Bakker M, Dierckx RAJO, Jutte PC, and Kwee TC
- Subjects
- Humans, Image-Guided Biopsy, Retrospective Studies, Tomography, X-Ray Computed, Discitis diagnostic imaging
- Abstract
Percutaneous image-guided biopsy currently has a central role in the diagnostic work-up of patients with suspected spondylodiscitis. However, on the basis of recent evidence, the value of routine image-guided biopsy in this disease can be challenged. In this article, we discuss this recent evidence and also share a new diagnostic algorithm for spondylodiscitis that was recently introduced at our institution. Thus, we may move from a rather dogmatic approach in which routine image-guided biopsy is performed in any case to a more individualized use of this procedure., (© 2021 by American Journal of Neuroradiology.)
- Published
- 2021
- Full Text
- View/download PDF
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