The Genesis of REALMENT
As Professor Andreassen explains, while personalized medicine has made leaps in other fields like cancer treatment, psychiatry still falls behind. The REALMENT project sprang from this disparity, bringing onboard a multidisciplinary team of researchers, biobanks, and pharmaceutical companies.
It seeks to revolutionize the treatment of mental disorders by focusing on personalized medicine. It plans to develop a sustainable data infrastructure with Real World Data (RWD) and employ AI and machine learning to analyse large volumes of dataset. All these data will culminate in a clinical management platform with prediction algorithms for medication response and adverse effects.
Optimizing Existing Treatments and Introducing AI
A significant challenge in treating mental disorders is the variation in patients’ response to medications. REALMENT intends to use genetic profiles to tailor treatments, thereby reducing ineffective prescriptions and associated side effects. By resourcing from large data sets in electronic health records and leveraging machine learning and AI, REALMENT aims to shift from a "trial-and-error" approach to a more precision-guided one.
Another major clinical hurdle is the significant number of patients who do not respond to first-line treatments. REALMENT's could potentially be a game-changer since it utilizes RWD for medication and side-effect prediction through genetic profiles.
The project seeks to operationalize the tools AI and machine learning provides to analyse outcomes from thousands of patients, predict potential side effects and the efficacy of medications like lithium or antipsychotics. This way, clinicians will be equipped with another source of guidance.
A Word for Mental Health Patients
Given the potential challenges of precision medicine, like data security and the ethical aspects of real-world clinics, the REALMENT project has its robust Stakeholder Forum; this way crucial discussions are taking place along the way of the project reassuring its sustainable and ethical advancement.
With initiatives like REALMENT, the future of psychiatric treatment holds substantial promise. Despite the challenges, patients can benefit from the integration of personalized medicine into psychiatric practice.
Stay tuned as we continue to work towards a new era of more effective and less harmful treatments for mental disorders.
Read the full interview here