Current project – Pedigree of your heart.
The ELSI research group is developing a digital risk-assessment tool that predicts an individual's personal risk of cardiovascular disease based on their family health history. The tool focuses on both monogenic and more complex multifactorial cardiovascular diseases. By implementing this tool, we aim to make people in the general population aware of their personal risk and refer those at higher risk to their general practioner for further diagnostics and treatment so that mortality from sudden cardiac death and severe disease symptoms can be prevented. The tool will be complemented with information for general practioners, and the launch is planned for 2024.
As a first step in tool development, experts mapped the legal and ethical framework and concluded that especially European Union (EU) regulations like the Medical Device Regulation and General Data Protection Regulation present potential obstacles for the tools development, broader availability and general use. The ethical challenge is related to how to warn relatives of a user who might share the same family health history and thus the same risk. Using a focus group and Delphi study, we developed expert-based family criteria that could point towards increased risk and validated them in a high risk and a general population cohort. These family criteria had to understandable for the public and easy to use in a digital tool. Two different tool prototypes have now been developed and tested for acceptance and usability in a general population cohort. This project is funded by the Dutch Heart Foundation.
Current project – ELSA AI Lab Northern Netherlands (ELSA-NN).
ELSA-NN is focused on investigating cultural, ethical, legal, socio-political and psychological aspects of the use of AI in the setting of healthcare to promote healthy living, working and ageing. By investigating these aspects in different decision-making contexts via use cases, including one in genetics, and integrating this knowledge into an online ELSA tool, ELSA-NN aims to contribute to knowledge about trustworthy human-centric AI and the development and implementation of health technology innovations, including AI, in the Northern region.
The genetics use case studied within the ELSA AI Lab focuses on the use of AI in variant interpretation in NGS-based newborn screening. Current newborn screening is performed using biochemical tests. With the use of new DNA sequencing techniques, more severe treatable diseases could be screened in newborns. However, with sequencing comes the need to interpret many DNA variants per sample. To allow for a rapid test result, e.g. within a week as in current newborn screening, and given the many samples to be tested, AI can be helpful in interpretation of DNA variants. Which variants can be disease-causing and which are benign? ELSA AI Lab researchers will, together with the ELSI research group, look at legal aspects and ethical and psychological aspects such as trust and acceptance of AI.
More information: ELSA AI lab Northern Netherlands (ELSA-NN)