The project goes beyond the current state of the art by introducing a novel approach to early cancer detection based on circular DNA, a biomarker that has not yet been exploited in clinical diagnostics. This approach has the potential to achieve higher sensitivity and specificity compared to existing methods, particularly for early-stage pancreatic cancer where current diagnostic tools are limited.
The integration of optimized laboratory techniques, large-scale clinical datasets, and improved computational tools represents a significant advancement over existing diagnostic workflows. In particular, the development of Circle-Map 2.0 enhances the accuracy and scalability of circular DNA analysis, supporting its application in real-world clinical settings.
The expected impact of these results includes earlier detection of pancreatic cancer, improved patient stratification, and ultimately better survival outcomes. In addition, the technology has potential applications beyond pancreatic cancer, opening new avenues for broader cancer diagnostics.
To ensure further uptake and success, several key steps are required. These include large-scale clinical validation, further development of automated workflows, and progression through regulatory approval processes under the In Vitro Diagnostic Regulation (IVDR). Access to investment and partnerships with healthcare providers and industry will be essential to support commercialization. The development of standards and guidelines for diagnostics will also play an important role in enabling widespread adoption.