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Using AI to determine the mental health of an athlete
Mental wellbeing is a huge factor in athlete performance. When an individual is under mental and physical pressure, depression, anxiety and mental stress are very prominent.
The phenotype and genetics of an individual can provide insights into an individual’s current and future mental health risk.
This project will use advanced AI phenotype profiling, genetics and face and voice analysis against standard mental health metrics to determine how accurately an individual’s mental health can be predicted through the season. Knowing the earliest signs, imperceptible to the athlete, and putting interventions in place to support them could mean the difference between finishing on the podium and not even making the trials due to mental illness.
The benefits and implications of the findings of this project extend well beyond athlete performance and into the general population.
This Masters project will be in collaboration with Precision Health Alliance/PHA in conjunction with QUT School of Biomedical Sciences, through a CSIRO-funded Next Generation Graduate Program (NGGP) grant, details are below. Principal supervisor – Prof Divya Mehta, QUT, lab website – https://research.qut.edu.au/tsl/ .
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The role of genetics and epigenetics in co-morbidity of post-traumatic stress and migraine disorder
Individuals suffering from PTSD often report other health conditions including migraine. Defining the exact nature of PTSD migraine comorbidity and the pathophysiological mechanisms underlying this association can be used as a target in clinical and therapeutic management of both disorders. This study aims to use an integrative genomics approach and various statistical methods to investigate biological mechanisms and molecular pathways underlying the development and progression of PTSD migraine comorbidity. We will use genomics data from various databases with genotypes, DNA methylation and gene expression data to identify the genes, shared risk factors both genetic and environmental including stress, hormones and trauma; and determine the direction of this association.
Principal Supervisor: Assoc. Prof. Divya Mehta
Associate Supervisors: Prof. Dale R Nyholt and Prof. Lynn Griffiths
Contact: charlotte.bainomugisa@hdr.qut.edu.au
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Biopsychosocial factors associated with stress exposure in university students
Exposure to psychological stress affects the mental health of students and the University years (17-25 years) are a highly susceptible period for the onset of psychiatric disorders. The 2016 Student Experience Survey (QILT Social Research Centre, 2017) found that among Australian students who were considering exiting their course, 41% cited health and stress reasons and 35.4% had thoughts of self-harm or suicide. Thus, it is crucial to support a mentally healthy student population and better understand the effects of stressors on students to provide effective and early treatment of mental ill-health.
This unique multidisciplinary project will analyse mental health outcomes associated with stress exposure at the levels of
a) individual mental health (psychological distress, resilience and other mental health measures),
b) the genome (epigenetic biomarkers) and
c) the community (social support, University connectedness, belongingness).
Principal Supervisor: Assoc. Prof. Divya Mehta
Associate Supervisors: Assoc.Prof. Trish Obst and Prof. Ian Shochet
Contact: shruthi.malappurathsuresh@hdr.qut.edu.au
A community-driven and evidence-based study investigating the risk and protective factors of heart disease in South Asians living in Australia. This project is funded by the Medical Research Future Fund (MRFF).