The antennal glands (AnGs) are recognized as an important organ that functions in ion regulation and excretion in decapods. Previously, many studies had explored this organ at the biochemical, physiological, and ultrastructural levels but had few molecular resources. In this study, the transcriptomes of the male and female AnGs of Portunus trituberculatus were sequenced using RNA sequencing (RNA-Seq) technology. Genes involved in osmoregulation and organic/inorganic solute transport were identified. This suggests that AnGs might be involved in these physiological functions as versatile organs. A total of 469 differentially expressed genes (DEGs) were further identified between male and female transcriptomes and found to be male-biased. Enrichment analysis showed that females were enriched in amino acid metabolism and males were enriched in nucleic acid metabolism. These results suggested differences in possible metabolic patterns between males and females. Furthermore, two transcription factors related to reproduction, namely AF4/FMR2 family members Lilli (Lilli) and Virilizer (Vir), were identified in DEGs. Lilli was found to be specifically expressed in the male AnGs, whereas Vir showed high expression levels in the female AnGs. The expression of up-regulated metabolism and sexual development-related genes in three males and six females was verified by qRT-PCR and the pattern was found to be consistent with the transcriptome expression pattern. Our results suggest that although the AnG is a unified somatic tissue composed of individual cells, it still demonstrates distinct sex-specific expression patterns. These results provide foundational knowledge of the function and differences between male and female AnGs in P. trituberculatus.