Meat quality is a complex trait that exhibits significant variation across pig breeds, and the regulatory mechanisms governing pork meat quality are not fully elucidated. We compared the transcriptomics and metabolomics of the longissimus dorsi (LD) muscle between the Songliao Black Pig (SBP) and Large White × Landrace Pig (LWLDP) to investigate breed-specific differences in meat quality and underlying regulatory pathways. The results showed that SBP meat had a higher marbling score and backfat thickness, a richer color, a lower shear force, and reduced drip loss. Fatty acid (FA) analysis identified 15 significant FAs in the LWLDP, with docosahexaenoic acid (DHA) in the SBP, while amino acid (AA) analysis revealed no breed-based differences. Transcriptome analysis identified 134 upregulated and 362 downregulated genes in the SBP. Protein–protein interaction (PPI) network analysis found 25 key genes, which are associated with muscle development, fat deposition, and overall meat quality, while genes in the insulin signaling pathway, such as PPP1R3B, PPARGC1A, SOCS1, EIF4E, PRKAR2A, PRKAG2, and FASN, play a crucial role in balancing fat metabolism and catabolism. Metabolomic analysis identified 89 upregulated and 10 downregulated metabolites in the SBP, primarily involved in fructose and mannose metabolism, amino acid biosynthesis, nucleotide sugar metabolism, and glucagon signaling pathways. Gene–metabolite association analysis found that the PPP1R3B gene had a strong association with Thr-Leu, Maltol, D-myo-Inositol-4-phosphate, and Fructose-6-phosphate, while MYOG correlated with Mannose-6-phosphate, Fructose-1-phosphate, Mannose-1-phosphate, and Glucose-6-phosphate. In contrast, NR4A3 and PPARGC1A showed a strong negative correlation with most upregulated metabolites. In conclusion, this study identified functional genes, elucidated the mechanisms associated with meat quality traits, and identified gene–metabolite associations involved in energy metabolism, muscle development, and fat deposition, providing valuable insights into the molecular mechanisms that regulate meat quality between pig breeds.

Heterosis or hybrid vigor is a well-recognized biological phenomenon, where crossbred progeny exhibit superior growth performance, stress tolerance, and productivity compared to their purebred parents. However, the molecular mechanisms underlying heterosis for meat quality traits in pigs remain poorly understood. In this study, we compared the longissimus dorsi muscle transcriptomes of Songliao Black Pig (SBP), Large White × Landrace pig (LWLDP), and their crossbred progeny (BXW) to uncover genetic mechanisms contributing to hybrid vigor in meat quality. Results identified 4290 differentially expressed genes (DEGs) in SBP vs. BXW and 3820 in LWLDP vs. BXW. Among these, 1358 genes displayed overdominant expression in BXW, indicating potential heterotic activation. Functional enrichment analysis identified key pathways involved in lipid metabolism, energy homeostasis, and muscle growth, including mTOR, AMPK, insulin, PI3K-Akt, MAPK, and calcium signaling. Over dominantly expressed genes such as FASN, CPT1A, PPARG, ACACA, PPARA, SREBF1, FABP4, DGAT1, PPARGC1A, LIPC, ACSL5, PLCG2, and members of the COX family were closely associated with intramuscular fat deposition, oxidative metabolism, and tenderness. Phenotypically, BXW exhibited improved meat color, moderate fat deposition, and lower shear force compared with parental breeds, clearly aligning with transcriptomic findings. These transcriptomic findings offer valuable insights into precision breeding strategies targeting superior meat quality through genomic selection and crossbreeding programs.