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1.
Neurobiol Dis ; 195: 106491, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38575092

RESUMO

Focal cortical dysplasia (FCD) represents a group of diverse localized cortical lesions that are highly epileptogenic and occur due to abnormal brain development caused by genetic mutations, involving the mammalian target of rapamycin (mTOR). These somatic mutations lead to mosaicism in the affected brain, posing challenges to unravel the direct and indirect functional consequences of these mutations. To comprehensively characterize the impact of mTOR mutations on the brain, we employed here a multimodal approach in a preclinical mouse model of FCD type II (Rheb), focusing on spatial omics techniques to define the proteomic and lipidomic changes. Mass Spectrometry Imaging (MSI) combined with fluorescence imaging and label free proteomics, revealed insight into the brain's lipidome and proteome within the FCD type II affected region in the mouse model. MSI visualized disrupted neuronal migration and differential lipid distribution including a reduction in sulfatides in the FCD type II-affected region, which play a role in brain myelination. MSI-guided laser capture microdissection (LMD) was conducted on FCD type II and control regions, followed by label free proteomics, revealing changes in myelination pathways by oligodendrocytes. Surgical resections of FCD type IIb and postmortem human cortex were analyzed by bulk transcriptomics to unravel the interplay between genetic mutations and molecular changes in FCD type II. Our comparative analysis of protein pathways and enriched Gene Ontology pathways related to myelination in the FCD type II-affected mouse model and human FCD type IIb transcriptomics highlights the animal model's translational value. This dual approach, including mouse model proteomics and human transcriptomics strengthens our understanding of the functional consequences arising from somatic mutations in FCD type II, as well as the identification of pathways that may be used as therapeutic strategies in the future.


Assuntos
Epilepsia , Malformações do Desenvolvimento Cortical do Grupo I , Proteômica , Animais , Humanos , Malformações do Desenvolvimento Cortical do Grupo I/genética , Malformações do Desenvolvimento Cortical do Grupo I/metabolismo , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Camundongos , Masculino , Serina-Treonina Quinases TOR/metabolismo , Serina-Treonina Quinases TOR/genética , Feminino , Modelos Animais de Doenças , Encéfalo/metabolismo , Encéfalo/patologia , Proteoma/metabolismo , Displasia Cortical Focal
2.
Drug Discov Today ; 27(8): 2086-2099, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35429672

RESUMO

In addition to individual imaging techniques, the combination and integration of several imaging techniques, so-called multimodal imaging, can provide large amounts of anatomical, functional, and molecular information accelerating drug discovery and development processes. Imaging technologies aid in understanding the disease mechanism, finding new pharmacological targets, and assessment of new potential drug candidates and treatment response. Here, we describe how different imaging techniques can be used in different phases of drug discovery and development and highlight their strengths, related innovations, and future potential with a focus on the implementation of artificial intelligence (AI) and radiomics for imaging technologies.


Assuntos
Inteligência Artificial , Descoberta de Drogas , Descoberta de Drogas/métodos , Previsões , Imagem Molecular
3.
ACS Chem Neurosci ; 11(7): 1093-1101, 2020 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-32159328

RESUMO

Histone deacetylase 6 (HDAC6) is a multifunctional cytoplasmic enzyme involved in diverse cellular processes such as intracellular transport and protein quality control. Inhibition of HDAC6 can alleviate defects in cell and rodent models of certain diseases, particularly neurodegenerative disorders, including Alzheimer's disease and amyotrophic lateral sclerosis. However, while HDAC6 represents a potentially powerful therapeutic target, development of effective brain-penetrant HDAC6 inhibitors remains challenging. Recently, [18F]EKZ-001 ([18F]Bavarostat), a brain-penetrant positron emission tomography (PET) radioligand with high affinity and selectivity toward HDAC6, was developed and evaluated preclinically for its ability to bind HDAC6. Herein, we describe the efficient and robust fully automated current Good Manufacturing Practices (cGMP) compliant production method. [18F]EKZ-001 quantification methods were validated in nonhuman primates (NHP) using full kinetic modeling, and [18F]EKZ-001 PET was applied to compare dose-occupancy relationships between two HDAC6 inhibitors, EKZ-317 and ACY-775. [18F]EKZ-001 is cGMP produced with an average decay-corrected radiochemical yield of 14% and an average molar activity of 204 GBq/µmol. We demonstrate that a two-tissue compartmental model and Logan graphical analysis are appropriate for [18F]EKZ-001 PET quantification in NHP brain. Blocking studies show that the novel compound EKZ-317 achieves higher target occupancy than ACY-775. This work supports the translation of [18F]EKZ-001 PET for first-in-human studies.


Assuntos
Encéfalo/enzimologia , Radioisótopos de Flúor/farmacologia , Desacetilase 6 de Histona/metabolismo , Ácidos Hidroxâmicos/farmacologia , Pirimidinas/farmacologia , Doença de Alzheimer/metabolismo , Doença de Alzheimer/patologia , Animais , GMP Cíclico/biossíntese , Radioisótopos de Flúor/química , Macaca mulatta , Tomografia por Emissão de Pósitrons/métodos , Radioquímica/métodos , Compostos Radiofarmacêuticos/química
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