Despite its potential, multi-omic profiling faces several challenges. These include the need for large and high-quality datasets, sophisticated computational tools, and the ability to interpret complex data. Additionally, data standardization and integration remain significant hurdles, as different omics technologies produce data with varying formats and scales.