Understanding the complex inner workings of organisms like sorghum and sugarcane is essential for advancements in agriculture, biofuel production, and various other fields. Genomic resources like pan-transcriptomes play a pivotal role in unlocking this knowledge by providing a comprehensive view of gene expression across diverse genotypes.