Integrating multimodal data fusion for comprehensive characterization, antioxidant marker discovery, and geographical origin tracing of Platycodonis Radix

Key Points

• This analysis identifies key antioxidant markers linked to Platycodonis Radix, enhancing understanding of its properties.
• Findings highlight the importance of data fusion, integrating various data types for a comprehensive profile.
• The approach utilized multimodal analysis, effectively combining genetic, chemical, and geographical data sources.
• These insights may enable improved quality control and authenticity checks for Platycodonis Radix in the market.