Neuropathological stage-dependent proteome mapping of the olfactory tract in Alzheimer's disease: From early olfactory-related omics signatures to computational repurposing of drug candidates.
Paz Cartas-CejudoAdriana CortésMercedes Lachén-MontesElena Anaya CuberoElena PuertaMaite SolasJoaquin Fernandez-IrigoyenEnrique SantamariaPublished in: Brain pathology (Zurich, Switzerland) (2024)
Alzheimer's disease (AD) is the most common form of dementia, characterized by an early olfactory dysfunction, progressive memory loss, and behavioral deterioration. Albeit substantial progress has been made in characterizing AD-associated molecular and cellular events, there is an unmet clinical need for new therapies. In this study, olfactory tract proteotyping performed in controls and AD subjects (n = 17/group) showed a Braak stage-dependent proteostatic impairment accompanied by the progressive modulation of amyloid precursor protein and tau functional interactomes. To implement a computational repurposing of drug candidates with the capacity to reverse early AD-related olfactory omics signatures (OMSs), we generated a consensual OMSs database compiling differential omics datasets obtained by mass-spectrometry or RNA-sequencing derived from initial AD across the olfactory axis. Using the Connectivity Map-based drug repurposing approach, PKC, EGFR, Aurora kinase, Glycogen synthase kinase, and CDK inhibitors were the top pharmacologic classes capable to restore multiple OMSs, whereas compounds with targeted activity to inhibit PI3K, Insulin-like growth factor 1 (IGF-1), microtubules, and Polo-like kinase (PLK) represented a family of drugs with detrimental potential to induce olfactory AD-associated gene expression changes. To validate the potential therapeutic effects of the proposed drugs, in vitro assays were performed. These validation experiments revealed that pretreatment of human neuron-like SH-SY5Y cells with the EGFR inhibitor AG-1478 showed a neuroprotective effect against hydrogen peroxide-induced damage while the pretreatment with the Aurora kinase inhibitor Reversine reduced amyloid-beta (Aβ)-induced neurotoxicity. Taken together, our data pointed out that OMSs may be useful as substrates for drug repurposing to propose novel neuroprotective treatments against AD.
Keyphrases
- single cell
- drug induced
- hydrogen peroxide
- gene expression
- tyrosine kinase
- mass spectrometry
- small cell lung cancer
- multiple sclerosis
- epidermal growth factor receptor
- protein kinase
- cognitive decline
- high resolution
- high glucose
- endothelial cells
- adverse drug
- rna seq
- nitric oxide
- oxidative stress
- emergency department
- high throughput
- cell cycle
- cell proliferation
- machine learning
- white matter
- risk assessment
- induced pluripotent stem cells
- human health
- pi k akt
- signaling pathway
- ms ms
- cell cycle arrest
- mild cognitive impairment
- high performance liquid chromatography
- cognitive impairment
- liquid chromatography
- electronic health record
- drug discovery