Artificial intelligence and machine learning‐aided drug discovery in central nervous system diseases: State‐of‐the‐arts and future directions

S Vatansever, A Schlessinger, D Wacker… - Medicinal research …, 2021 - Wiley Online Library
Neurological disorders significantly outnumber diseases in other therapeutic areas.
However, developing drugs for central nervous system (CNS) disorders remains the most …

Shared dysregulated pathways lead to Parkinson's disease and diabetes

JA Santiago, JA Potashkin - Trends in molecular medicine, 2013 - cell.com
Recent evidence indicates that Parkinson's disease and diabetes, both age-related chronic
diseases, share remarkably similar dysregulated pathways. Exposure to environmental …

A review of genome‐wide transcriptomics studies in Parkinson's disease

G Borrageiro, W Haylett, S Seedat… - European Journal of …, 2018 - Wiley Online Library
Parkinson's disease (PD) is a progressive and incurable neurodegenerative disorder.
Although numerous genetic and environmental factors have been linked to the aetiology of …

Analysis of blood-based gene expression in idiopathic Parkinson disease

R Shamir, C Klein, D Amar, EJ Vollstedt, M Bonin… - Neurology, 2017 - AAN Enterprises
Objective: To examine whether gene expression analysis of a large-scale Parkinson
disease (PD) patient cohort produces a robust blood-based PD gene signature compared to …

Aberrant epigenome in iPSC‐derived dopaminergic neurons from Parkinson's disease patients

R Fernández‐Santiago, I Carballo‐Carbajal… - EMBO molecular …, 2015 - embopress.org
The epigenomic landscape of Parkinson's disease (PD) remains unknown. We performed a
genomewide DNA methylation and a transcriptome studies in induced pluripotent stem cell …

Analysis of the relationship between type II diabetes mellitus and Parkinson's disease: a systematic review

F Camargo Maluf, D Feder… - Parkinson's …, 2019 - Wiley Online Library
In the early sixties, a discussion started regarding the association between Parkinson's
disease (PD) and type II diabetes mellitus (T2DM). Today, this potential relationship is still a …

Network-based metaanalysis identifies HNF4A and PTBP1 as longitudinally dynamic biomarkers for Parkinson's disease

JA Santiago, JA Potashkin - Proceedings of the National …, 2015 - National Acad Sciences
Environmental and genetic factors are likely to be involved in the pathogenesis of
Parkinson's disease (PD), the second most prevalent neurodegenerative disease among the …

[HTML][HTML] Integrative analysis of blood metabolomics and PET brain neuroimaging data for Parkinson's disease

E Glaab, JP Trezzi, A Greuel, C Jäger, Z Hodak… - Neurobiology of …, 2019 - Elsevier
Abstract Background The diagnosis of Parkinson's disease (PD) often remains a clinical
challenge. Molecular neuroimaging can facilitate the diagnostic process. The diagnostic …

Artificial intelligence and machine-learning approaches in structure and ligand-based discovery of drugs affecting central nervous system

V Gautam, A Gaurav, N Masand, VS Lee, VM Patil - Molecular Diversity, 2023 - Springer
CNS disorders are indications with a very high unmet medical needs, relatively smaller
number of available drugs, and a subpar satisfaction level among patients and caregiver …

System-based approaches to decode the molecular links in Parkinson's disease and diabetes

JA Santiago, JA Potashkin - Neurobiology of disease, 2014 - Elsevier
A growing body of evidence indicates an increased risk for developing Parkinson's disease
(PD) among people with type 2 diabetes (T2DM). The relationship between the etiology and …