1 材料与方法
1.1 供试菌株
1.2 试验设计和饲养管理
1.2.1 伦理声明
1.2.2 试验设计
1.2.3 饲养管理
1.3 基础饲粮
表1 基础饲粮组成及营养水平(风干基础)Table 1 Composition and nutrient levels of the basal diet (air-dry basis) % |
| 原料 Ingredients | 含量 Content | 营养水平 Nutrient levels2) | 含量 Content | |
|---|---|---|---|---|
| 膨化玉米Extruded corn | 26.00 | 粗蛋白质CP | 25.58 | |
| 膨化豆粕Extruded soybean meal | 12.00 | 粗脂肪EE | 10.19 | |
| 玉米胚芽粕Corn germ meal | 22.00 | 粗灰分Ash | 7.99 | |
| 小麦粉Wheat flour | 5.00 | 碳水化合物CHO | 56.24 | |
| 鱼粉Fish meal | 3.00 | 粗纤维CF | 4.10 | |
| 肉骨粉Meat and bone meal | 3.00 | 代谢能ME/(MJ/kg) | 16.59 | |
| 鸡肉粉Chicken meal | 18.00 | 钙Ca | 0.85 | |
| 鸭肉粉Duck meal | 5.00 | 总磷TP | 0.55 | |
| 鸡油Chicken oil | 3.00 | 赖氨酸Lys | 1.34 | |
| 磷酸氢钙CaHPO4 | 0.70 | 水溶性氯化物WSC | 0.14 | |
| 赖氨酸Lys | 0.80 | |||
| 蛋氨酸Met | 0.50 | |||
| 预混料Premix1) | 1.00 | |||
| 合计Total | 100.00 |
1)每千克预混料含有 One kg of premix contained the following: VA 625 000 IU,VD3 100 000 IU,VE 6 000 IU,VK3 200 mg,VB1 1 250 mg,VB2 900 mg,VB6 750 mg,VB12 2.25 mg,生物素 biotin 10 mg,叶酸 folic acid 150 mg,烟酸 niacin acid 2 500 mg,泛酸钙 pantothenic acid calcium 1 750 mg,VC 10 050 mg,胆碱 choline 240 000 mg,FeSO4 9 600 mg,CuSO4 1 800 mg,ZnSO4 7 800 mg,MnSO4 4 800 mg,KI 144 mg,Na2SeO3 30 mg。 2)代谢能为计算值[15],其余为实测值。ME was a calculated value[15], while the others were measured values. |
1.4 样品采集
1.5 检测指标和方法
1.5.1 饲粮营养成分测定
1.5.2 16S rRNA测序
1.5.3 非靶向代谢组检测
1.5.4 皮尔森相关性分析
1.6 数据分析
2 结果
2.1 犬源嗜酸乳杆菌GLA09对比格犬肠道菌群α多样性的影响
表2 犬源嗜酸乳杆菌GLA09对比格犬肠道菌群α多样性的影响Table 2 Effects of canine-derived Lactobacillus acidophilus GLA09 on intestinal flora α diversity of beagles (n=6) |
| 项目 Items | 对照组 CK group | 益生菌组 LA group | 标准误差差值 SED | P值 P-value |
|---|---|---|---|---|
| Chao1指数Chao1 index | 569.51 | 584.54 | 57.96 | 0.80 |
| 可观测物种Observed species | 494.30 | 505.65 | 55.38 | 0.84 |
| PD whole tree指数PD whole tree index | 39.96 | 40.62 | 3.42 | 0.85 |
| Shannon指数Shannon index | 4.70 | 4.81 | 0.32 | 0.73 |
| Simpson指数Simpson index | 0.90 | 0.90 | 0.04 | 0.86 |
同行数据肩标不同小写字母表示差异显著(P<0.05),无字母表示差异不显著(P>0.05)。下表同。 | |
In the same row, values with different small letter superscripts mean significant difference (P<0.05), while with no letter superscripts mean no significant difference (P>0.05). The same as below. |
2.2 犬源嗜酸乳杆菌GLA09对比格犬肠道菌群门水平相对丰度的影响
表3 犬源嗜酸乳杆菌GLA09对比格犬肠道菌群门水平相对丰度的影响Table 3 Effects of canine-derived Lactobacillus acidophilus GLA09 on relative abundance of intestinal flora at phylum level of beagles (n=6) % |
| 项目 Items | 对照组 CK group | 益生菌组 LA group | 标准误差差值 SED | P值 P-value |
|---|---|---|---|---|
| 厚壁菌门Firmicutes | 64.41 | 66.03 | 9.98 | 0.87 |
| 梭菌门Fusobacteria | 14.81 | 7.37 | 7.05 | 0.32 |
| 拟杆菌门Bacteroidetes | 11.98 | 17.42 | 7.44 | 0.48 |
| 放线菌门Actinobacteria | 5.91 | 5.82 | 1.71 | 0.96 |
| 变形菌门Proteobacteria | 2.83 | 3.30 | 1.22 | 0.71 |
| Epsilonbacteraeota | 0.01 | 0.03 | 0.01 | 0.14 |
| 其他Others | 0.06 | 0.04 | 0.03 | 0.60 |
2.3 犬源嗜酸乳杆菌GLA09对比格犬肠道菌群属水平相对丰度的影响
表4 犬源嗜酸乳杆菌GLA09对比格犬肠道菌群属水平相对丰度的影响Table 4 Effects of canine-derived Lactobacillus acidophilus GLA09 on relative abundance of intestinal flora at genus level of beagles (n=6) % |
| 项目 Items | 对照组 CK group | 益生菌组 LA group | 标准误差差值 SED | P值 P-value |
|---|---|---|---|---|
| 乳杆菌属Lactobacillus | 4.39b | 26.60a | 7.76 | 0.02 |
| 梭杆菌属Fusobacterium | 11.89 | 6.27 | 7.60 | 0.48 |
| Peptoclostridium | 13.91 | 4.53 | 4.37 | 0.06 |
| Romboutsia | 2.79 | 3.64 | 0.91 | 0.37 |
| 苏黎世杆菌属Turicibacter | 6.95 | 3.53 | 2.98 | 0.28 |
| Parasutterella | 0.38b | 2.82a | 0.86 | 0.02 |
| 异杆菌属Allobaculum | 7.58 | 3.41 | 4.30 | 0.36 |
| 经黏液真杆菌属Blautia | 6.76 | 2.51 | 2.49 | 0.12 |
| 双歧杆菌属Bifidobacterium | 1.22 | 2.99 | 1.32 | 0.21 |
| 其他Others | 44.14 | 43.70 | 8.20 | 0.96 |
2.4 犬源嗜酸乳杆菌GLA09对比格犬肠道菌群β多样性的影响
2.5 犬源嗜酸乳杆菌GLA09对比格犬肠道菌群LEfSe分析
图2 犬源嗜酸乳杆菌GLA09对比格犬肠道菌群LEfSe分析Lactobacillaceae:乳杆菌科;Lactobacillus:乳杆菌属; Lactobacillales:乳杆菌目;Bacilli:芽孢杆菌纲;Lactobacillus acidophilus:嗜酸乳杆菌;Burkholderiaceae:伯克氏菌科; Betaproteobacteriales:变形菌目; Bifidobacteriales:双歧杆菌目;Bifidobacteriaceae:双歧杆菌科;Bifidobacterium:双歧杆菌属; swine fecal bacterium SD Pec10:猪粪细菌SD Pec10;Eubacteriaceae:优杆菌科;Eubacterium:优杆菌属;bacterium NLAE zl P455:细菌NLAE zl P455;Bifidobacterium choerinum DSM 20434:豚双歧杆菌DSM 20434;Fournierella:弗兰克氏菌属;Klebsiella:克雷伯氏菌属;Klebsiella_sp FVB_08:克雷伯氏菌_sp FVB_08;Acinetobacter radioresistens:抗辐射不动杆菌;Proteiniphilum:产乙酸嗜蛋白质菌属; Rhodospirillales:红螺菌目;Burkholderia_Caballeronia Paraburkholderia:加勒比群岛副伯克霍尔德氏菌;Corynebacterium_sp canine_oral_taxon_422:帚石南棒杆菌_sp犬口腔分类群_422;Corynebacterium:帚石南棒杆菌属。 Fig.2 LEfSe analysis of canine-derived Lactobacillus acidophilus GLA09 on intestinal flora of beagles |
2.6 犬源嗜酸乳杆菌GLA09对比格犬肠道菌群代谢产物的影响
2.7 犬源嗜酸乳杆菌GLA09对比格犬KEGG代谢通路分析
图4 犬源嗜酸乳杆菌GLA09对比格犬KEGG代谢通路分析Endocrine resistance:内分泌抵抗;Huntington disease:亨廷顿病;GnRH signaling pathway:GnRH信号通路;Retrograde endocannabinoid signaling:逆行内源性大麻素信号;Proximal tubule bicarbonate reclamation:近端小管碳酸氢盐回收;Linoleic acid metabolism:亚油酸代谢;Ovarian steroidogenesis:卵巢类固醇生成;Alanine,aspartate and glutamate metabolism:丙氨酸、天冬氨酸和谷氨酸代谢;Ferroptosis:铁死亡;Pathways in cancer:癌症途径;Taste transduction:味觉传导通路;Glycerophospholipid metabolism:糖酰磷脂代谢;Pyrimidine metabolism:嘧啶代谢;ABC transporters:ABC转运蛋白;Amino sugar and nucleotide sugar metabolism:氨基糖和核苷酸糖的代谢通路。 Fig.4 Analysis of canine-derived Lactobacillus acidophilus GLA09 on KEGG metabolites pathway of beagles |
2.8 比格犬肠道菌群与差异代谢产物相关性分析
图5 比格犬肠道菌群与差异代谢产物相关性分析Lactobacillus:乳杆菌属;Fusobacterium:梭杆菌属;Turicibacter:苏黎世杆菌属;Allobaculum:异杆菌属;Blautia:经黏液真杆菌属;Bifidobacterium:双歧杆菌属;N-acetylglucosamine:N-乙酰氨基葡萄糖;N-acetyl-D-mannosamine:N-乙酰基-D-甘露糖胺;D-glucosamine 6-phosphate:D-氨基葡萄糖6-磷酸钠;N-acetylmuramic acid:N-乙酰胞壁酸;L-arabinose:L-阿拉伯糖;1-palmitoyllysophosphatidylcholine:1-棕榈酰磷脂酰胆碱;1-stearoyl-2-oleoyl-sn-glycerol:1-硬脂酰-2-油酰基-sn-甘油;Glycerophosphocholine:甘油磷酸胆碱;Glutamic acid:谷氨酸。 *表示显著相关(P<0.05),**表示极显著相关(P<0.01)。 Fig.5 Correlation analysis of intestinal flora and differential metabolites of beagles * indicated significant correlation (P<0.05), and ** indicated extremely significant correlation (P<0.01). |
