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Technological University Dublin

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2021

Genetics

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Investigating The Role Of Schizophrenia-Associated Gene Expression In The Developing Human Brain Using Machine Learning, Katie Kelly Jul 2021

Investigating The Role Of Schizophrenia-Associated Gene Expression In The Developing Human Brain Using Machine Learning, Katie Kelly

Masters

Schizophrenia is a debilitating condition that affects 1% of the population, causes significant hardship and though there are treatments available they are characterised by several limitations. It is a complex mental disorder where some individuals show mild subclinical cognitive symptoms before psychosis onset in adolescence. The treatments available only target a portion of the symptoms and although extensive research has been conducted, a comprehensive understanding of the nature of schizophrenia remains elusive. Unlike other neurodevelopmental disorders, schizophrenia symptoms do not typically present themselves until adolescence. This study aimed to discover gene co-expression networks at multiple developmental stages to identify candidate …