Heterozygous loss of Engrailed-1 and α-synucleinopathy (En1/SYN): A dual-hit preclinical mouse model of Parkinson's disease, analyzed with artificial intelligence.
Lucas StetzikGabriela MercadoJennifer A SteinerAllison LindquistCarla GillilandEmily SchulzLindsay MeyerdirkLindsey SmithJeremy MolinaDarren J MoorePublished in: Neurobiology of disease (2024)
In this study, we develop and validate a new Parkinson's disease (PD) mouse model that can be used to better understand how the disease progresses and to test the effects of new, potentially disease-modifying, PD therapies. Our central hypothesis is that mitochondrial dysfunction intercalates with misfolded α-synuclein (α-syn) accumulation in a vicious cycle, leading to the loss of nigral neurons. Our hypothesis builds on the concept that PD involves multiple molecular insults, including mitochondrial dysfunction and aberrant α-syn handling. We predicted that mitochondrial deficits, due to heterozygous loss of Engrailed-1 (En1+/-), combined with bilateral injections of pathogenic α-syn fibrils (PFFs), will act to generate a highly relevant PD model - the En1/SYN model. Here, En1+/- mice received bilateral intrastriatal stereotaxic injections of either PBS or α-syn fibrils and were analyzed using automated behavioral tests and deep learning-assisted histological analysis at 2, 4, and 6 months post-injection. We observed significant and progressive Lewy body-like inclusion pathology in the amygdala, motor cortex, and cingulate cortex, as well as the loss of tyrosine hydroxylase-positive (TH+) cells in the substantia nigra. The En1/SYN model also exhibited significant motor impairments at 6 months post-injection, which were however not exacerbated as we had expected. Still, this model has a comprehensive number of PD-like phenotypes and is therefore superior when compared to the α-syn PFF or En1+/- models alone.
Keyphrases
- deep learning
- artificial intelligence
- mouse model
- machine learning
- functional connectivity
- ultrasound guided
- big data
- induced apoptosis
- multiple sclerosis
- oxidative stress
- early onset
- traumatic brain injury
- type diabetes
- stem cells
- cell proliferation
- signaling pathway
- parkinson disease
- insulin resistance
- mesenchymal stem cells
- case report
- cell cycle arrest