Jiang Shan, Si Jinglei, Mo Jiayuan, Zhang Shuai, Chen Kuirong, Gao Jiuyu, Xu Di, Bai Lijing, Lan Ganqiu, Liang Jing
College of Animal Science & Technology, Guangxi University, Nanning 530004, China.
Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-Omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518124, China.
Animals (Basel). 2024 Jan 16;14(2):278. doi: 10.3390/ani14020278.
The average daily weight gain (ADG) is considered a crucial indicator for assessing growth rates in the swine industry. Therefore, investigating the gastrointestinal microbiota and serum metabolites influencing the ADG in pigs is pivotal for swine breed selection. This study involved the inclusion of 350 purebred Yorkshire pigs (age: 90 ± 2 days; body weight: 41.20 ± 4.60 kg). Concurrently, serum and fecal samples were collected during initial measurements of blood and serum indices. The pigs were categorized based on their ADG, with 27 male pigs divided into high-ADG (HADG) and low-ADG (LADG) groups based on their phenotype values. There were 12 pigs in LADG and 15 pigs in HADG. Feces and serum samples were collected on the 90th day. Microbiome and non-targeted metabolomics analyses were conducted using 16S rRNA sequencing and liquid chromatography-mass spectrometry (LC-MS). Pearson correlation, with Benjamini-Hochberg (BH) adjustment, was employed to assess the associations between these variables. The abundance of and in LADG was significantly higher than in HADG, while , , , , and in LADG were significantly lower than in HADG. The concentration of glutamine, etiocholanolone glucuronide, and retinoyl beta-glucuronide in LADG was significantly higher than in HADG, while arachidonic acid, allocholic acid, oleic acid, phenylalanine, and methyltestosterone in LADG were significantly lower than in HADG. The - networks (, , methyltestosterone, phenylalanine, oleic acid, arachidonic acid, glutamine, 3-ketosphingosine, L-octanoylcarnitine, camylofin, 4-guanidinobutyrate 3-methylcyclopentadecanone) were identified as the most influential at regulating swine weight gain. These findings suggest that the gastrointestinal tract regulates the daily weight gain of pigs through the network of and . However, this study was limited to fecal and serum samples from growing and fattening boars. A comprehensive consideration of factors affecting the daily weight gain in pig production, including gender, parity, season, and breed, is warranted.
平均日增重(ADG)被认为是评估养猪业生长速度的关键指标。因此,研究影响猪ADG的胃肠道微生物群和血清代谢物对于猪的品种选择至关重要。本研究纳入了350头纯种大白猪(年龄:90±2天;体重:41.20±4.60千克)。同时,在首次测量血液和血清指标时采集血清和粪便样本。根据猪的ADG对其进行分类,27头公猪根据其表型值分为高ADG(HADG)组和低ADG(LADG)组。LADG组有12头猪,HADG组有15头猪。在第90天采集粪便和血清样本。使用16S rRNA测序和液相色谱-质谱联用(LC-MS)进行微生物组和非靶向代谢组学分析。采用经Benjamini-Hochberg(BH)校正的Pearson相关性分析来评估这些变量之间的关联。LADG组中[具体物质1]和[具体物质2]的丰度显著高于HADG组,而LADG组中的[具体物质3]、[具体物质4]、[具体物质5]、[具体物质6]和[具体物质7]显著低于HADG组。LADG组中谷氨酰胺、本胆烷醇酮葡萄糖醛酸苷和视黄酰β-葡萄糖醛酸苷的浓度显著高于HADG组,而LADG组中的花生四烯酸、别胆酸、油酸、苯丙氨酸和甲基睾酮显著低于HADG组。[具体物质1]-网络([具体物质1]、[具体物质2]、甲基睾酮、苯丙氨酸、油酸、花生四烯酸、谷氨酰胺、3-酮鞘氨醇、L-辛酰肉碱、卡米洛芬、4-胍基丁酸3-甲基环十五烷酮)被确定为对调节猪体重增加最具影响力。这些发现表明,胃肠道通过[具体物质1]和[具体物质2]网络调节猪的日增重。然而,本研究仅限于生长育肥公猪的粪便和血清样本。有必要全面考虑影响猪生产中日增重的因素,包括性别、胎次、季节和品种。