ArticleNeuroImage2014
Test-retest reproducibility of cannabinoid-receptor type 1 availability quantified with the PET ligand [¹¹C]MePPEP.
Article in NeuroImage, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed, 21 citations in OpenAlex.
- Brain cannabinoid CB1 receptor signaling modulates reward responses and inhibitory control in humans.Imaging neuroscience (Cambridge, Mass.) · 2026Article
- Machine learning to identify suitable boundaries for band-pass spectral analysis of dynamic [EJNMMI research · 2025Article
- Recent Developments in Diagnosis of Epilepsy: Scope of MicroRNA and Technological Advancements.Biology · 2021Review
- Reproducibility of findings in modern PET neuroimaging: insight from the NRM2018 grand challenge.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2021Article
- The neural and molecular basis of working memory function in psychosis: a multimodal PET-fMRI study.Molecular psychiatry · 2021Article
- Association between cannabinoid 1 receptor availability and glutamate levels in healthy controls and drug-free patients with first episode psychosis: a multi-modal PET and 1H-MRS study.European archives of psychiatry and clinical neuroscience · 2021Article
- Αlpha 5 subunit-containing GABABrain communications · 2021Article
- Methylphenidate's effects on thalamic metabolism and functional connectivity in cannabis abusers and healthy controls.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2019Article
- Acute induction of anxiety in humans by delta-9-tetrahydrocannabinol related to amygdalar cannabinoid-1 (CB1) receptors.Scientific reports · 2017Article
- Test-retest reproducibility of quantitative binding measures of [NeuroImage · 2017Article
- Advances of Molecular Imaging in Epilepsy.Current neurology and neuroscience reports · 2016Review
- Spectral Analysis of Dynamic PET Studies: A Review of 20 Years of Method Developments and Applications.Computational and mathematical methods in medicine · 2016Review
- Improved models for plasma radiometabolite correction and their impact on kinetic quantification in PET studies.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2015Article
Corrections and comments
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Authors and funding
10 authors at 6 institutions in 3 countries.
Funding
Abstract
backgroundEndocannabinoids are involved in normal cognition, and dysfunction in cannabinoid-receptor-mediated neurotransmission has been suggested in a variety of neurological and psychiatric pathologies. The type 1 cannabinoid receptor (CB1) is widely expressed in the human central nervous system. The objective of this study was to quantify the test-retest reproducibility of measures of the PET ligand [(11)C]MePPEP in order to assess the stability of CB1-receptor quantification in humans in vivo.
methodsFifteen healthy subjects (eight females; median age 32 years, range 25 to 65 years) had a 90-minute PET scan on two occasions after injection of a median dose of [(11)C]MePPEP of 364 MBq. Metabolite-corrected arterial plasma input functions were obtained for all scans. Eight ROIs, reflecting different levels of receptor densities/concentrations, were defined automatically: hippocampus, anterior cingulate gyrus, inferior frontal gyrus, caudate nucleus, globus pallidus, nucleus accumbens, thalamus, and pons. We used seven quantification methods: reversible compartmental models with one and two tissue classes, two and four rate constants, and a variable blood volume term (2kbv; 4kbv); model-free (spectral) analyses with and without regularisation, including one with voxel-wise quantification; the simplified reference tissue model (SRTM) with pons as a pseudo-reference region; and modified standard uptake values (mSUVs) calculated for the period of ~30-60 min after injection. Percentage test-retest change and between-subject variability were both assessed, and test-retest reliability was quantified by the intraclass correlation coefficient (ICC). The ratio of binding estimates pallidum:pons served as an indicator of a method's ability to reflect binding heterogeneity.
resultsNeither the SRTM nor the 4kbv model produced reliable measures, with ICCs around zero. Very good (>0.75) or excellent (>0.80) ICCs were obtained with the other methods. The most reliable were spectral analysis parametric maps (average across regions±standard deviation 0.83±0.03), rank shaping regularised spectral analysis (0.82±0.05), and the 2kbv model (0.82±0.09), but mSUVs were also reliable for most regions (0.79±0.13). Mean test-retest changes among the five well-performing methods ranged from 12±10% for mSUVs to 16% for 2kbv. Intersubject variability was high, with mean between-subject coefficients of variation ranging from 32±13% for mSUVs to 45% for 2kbv. The highest pallidum:pons ratios of binding estimates were achieved by mSUV (4.2), spectral analysis-derived parametric maps (3.6), and 2kbv (3.6).
conclusionQuantification of CB1 receptor availability using [(11)C]MePPEP shows good to excellent reproducibility with several kinetic models and model-free analyses, whether applied on a region-of-interest or voxelwise basis. Simple mSUV measures were also reliable for most regions, but do not allow fully quantitative interpretation. [(11)C]MePPEP PET is well placed as a tool to investigate CB1-receptor mediated neurotransmission in health and disease.
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