Untargeted metabolomics reveals the effect of rearing systems on bone quality parameters in chickens

Dongfeng Li; Yongfu Wu; Kai Shi; Minghui Shao; Ying Duan; Minli Yu; Chungang Feng

doi:10.3389/fgene.2022.1071562

Untargeted metabolomics reveals the effect of rearing systems on bone quality parameters in chickens

Front Genet. 2023 Jan 4:13:1071562. doi: 10.3389/fgene.2022.1071562. eCollection 2022.

Authors

Dongfeng Li¹, Yongfu Wu¹, Kai Shi¹, Minghui Shao¹, Ying Duan¹, Minli Yu¹, Chungang Feng¹

Affiliation

¹ College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, Jiangsu, China.

Abstract

The objective of this study was to investigate the effects of rearing systems on the bone quality parameters in chickens using a metabolomics strategy. A total of 419 male one-day-old chicks were randomly allocated to two groups, a floor rearing group (FRG, n = 173) and a cage rearing group (CRG, n = 246). At 6, 8, 10, and 12 weeks of age, all chickens were radiographed by a digital X-ray machine, and body weight was recorded. At 12 weeks of age, 12 birds were selected from each group to obtain tibia and femur, and bone quality parameters of bone mineral density (BMD), mineral content (BMC), breaking strength (BBS), stiffness, Young's modulus (YM), ash content, calcium content, and phosphorus content were determined. An untargeted metabolomics assay was performed to identify changes in the serum metabolic profile (n = 8 birds/group). The results showed that cage-reared chickens had wider tibiae and greater body weight compared with floor-reared chickens. There were no significant differences in BMC or BBS between the two groups (p > 0.05), but BMD, ash content, calcium content, and phosphorus content of the tibia and femur of FRG were significantly higher than those of CRG (p < 0.05). Greater stiffness and YM of the femur were also observed in birds raised in the FRG compared with those raised in the CRG (p < 0.05). Taken together, the results suggest that rearing systems affected bone quality parameters. Furthermore, 148 and 149 differential metabolites were identified in positive and negative ion modes by LC-MS/MS analysis, among which 257 metabolites were significantly correlated with 16 bone quality parameters, including leucine, myristoleic acid, glycocholic acid, and N-phenylacetamide. KEGG analysis indicated that 15 metabolic pathways, including six pathways of amino acid metabolism, two pathways of lipid metabolism, and two pathways of carbohydrate metabolism, were responsible for bone quality. Overall, the present study demonstrated the effect of rearing systems on bone quality parameters, and identified several metabolites and metabolic pathways associated with bone quality parameters.

Keywords: LC-MS/MS; bone quality parameters; chickens; metabolomics; rearing systems.