Development of 11 C-Labeled ASEM Analogues for the Detection of Neuronal Nicotinic Acetylcholine Receptors (α7-nAChR).
Sangram NagPatricia Miranda-AzpiazuZhisheng JiaProdip DattaRyosuke ArakawaMohammad Mahdi MoeinZhou YangYaoquan TuLaetitia LemoineS Evelyn StewartAgneta NordbergBengt LångströmChrister HalldinPublished in: ACS chemical neuroscience (2022)
The homo-pentameric alpha 7 receptor is one of the major types of neuronal nicotinic acetylcholine receptors (α7-nAChRs) related to cognition, memory formation, and attention processing. The mapping of α7-nAChRs by PET pulls a lot of attention to realize the mechanism and development of CNS diseases such as AD, PD, and schizophrenia. Several PET radioligands have been explored for the detection of the α7-nAChR. 18 F-ASEM is the most functional for in vivo quantification of α7-nAChRs in the human brain. The first aim of this study was to initially use results from in silico and machine learning techniques to prescreen and predict the binding energy and other properties of ASEM analogues and to interpret these properties in terms of atomic structures using 18 F-ASEM as a lead structure, and second, to label some selected candidates with carbon-11/hydrogen-3 ( 11 C/ 3 H) and to evaluate the binding properties in vitro and in vivo using the labeled candidates. In silico predictions are obtained from perturbation free-energy calculations preceded by molecular docking, molecular dynamics, and metadynamics simulations. Machine learning techniques have been applied for the BBB and P-gp-binding properties. Six analogues of ASEM were labeled with 11 C, and three of them were additionally labeled with 3 H. Binding properties were further evaluated using autoradiography (ARG) and PET measurements in non-human primates (NHPs). Radiometabolites were measured in NHP plasma. All six compounds were successfully synthesized. Evaluation with ARG showed that 11 C-Kln83 was preferably binding to the α7-nAChR. Competition studies showed that 80% of the total binding was displaced. Further ARG studies using 3 H-KIn-83 replicated the preliminary results. In the NHP PET study, the distribution pattern of 11 C-KIn-83 was similar to other α7 nAChR PET tracers. The brain uptake was relatively low and increased by the administration of tariquidar, indicating a substrate of P-gp. The ASEM blocking study showed that 11 C-KIn-83 specifically binds to α7 nAChRs. Preliminary in vitro evaluation of KIn-83 by ARG with both 11 C and 3 H and in vivo evaluation in NHP showed favorable properties for selectively imaging α7-nAChRs, despite a relatively low brain uptake.
Keyphrases
- molecular docking
- molecular dynamics
- pet imaging
- machine learning
- computed tomography
- pet ct
- molecular dynamics simulations
- positron emission tomography
- high resolution
- blood brain barrier
- endothelial cells
- working memory
- white matter
- cerebral ischemia
- density functional theory
- dna binding
- binding protein
- artificial intelligence
- bipolar disorder
- transcription factor
- label free
- deep learning
- subarachnoid hemorrhage
- case control
- induced pluripotent stem cells
- structure activity relationship
- drug induced
- fluorescence imaging