Researchers have made advancements in detecting and mapping RNA modifications at a single-molecule level, utilizing technologies such as nanopore direct RNA-sequencing and deep learning. These developments have enabled the profiling of epitranscriptomic signatures and the analysis of RNA modification dynamics. The studies have provided insights into the regulation of splicing and polyadenylation sites, as well as the co-occurrence of RNA modifications, across various cell types and species.