| Literature DB >> 35928839 |
Xuanyi Yang1, Xumin Zhao2, Guanghui Wang2, Xiaohui Dong1,3, Qihui Yang1,3, Hongyu Liu1,3, Shuang Zhang1,3, Beiping Tan1,3,4, Shuyan Chi1,3,4.
Abstract
Background: At present, fish meal (FM) resources are in short supply, and competition for food between humans and animals is becoming increasingly critical. Finding non-grain protein sources that can replace FM is the key to solving the rapid development of aquaculture.Entities:
Keywords: amino acid and peptide transporters; enzyme-digested poultry by-product meal; growth performance; hybrid grouper; intestinal microbiota; non-specific immunity
Year: 2022 PMID: 35928839 PMCID: PMC9343992 DOI: 10.3389/fnut.2022.955734
Source DB: PubMed Journal: Front Nutr ISSN: 2296-861X
Formulation and proximate composition of the experimental diets (g/kg, dry matter).
| Ingredient | EP0 | EP3 | EP6 | EP9 | EP12 | EP15 | EP18 |
| Fish meal | 360.0 | 330.0 | 300.0 | 270.0 | 240.0 | 210.0 | 180.0 |
| EPBM | – | 30.0 | 60.0 | 90.0 | 120.0 | 150.0 | 180.0 |
| Soybean meal | 275.0 | 180.0 | 180.0 | 180.0 | 180.0 | 180.0 | 180.0 |
| Rapeseed meal | – | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| Wheat gluten flour | 49.0 | 45.0 | 36.0 | 27.0 | 18.0 | 9.0 | – |
| Spray-dried blood | 30.0 | 30.0 | 30.0 | 30.0 | 30.0 | 30.0 | 30.0 |
| Wheat meal | 165.0 | 165.0 | 165.0 | 165.0 | 165.0 | 165.0 | 165.0 |
| L-Lysine | 7.1 | 7.6 | 7.9 | 8.2 | 8.4 | 8.7 | 8.9 |
| DL-Methionine | 3.5 | 3.5 | 3.7 | 3.9 | 4.1 | 4.4 | 4.6 |
| Soybean oil | 25.0 | 25.0 | 25.0 | 25.0 | 25.0 | 25.0 | 25.0 |
| Fish oil | 35.8 | 38.4 | 40.8 | 43.3 | 45.7 | 48.2 | 50.6 |
| Soybean lecithin | 15.0 | 15.0 | 15.0 | 15.0 | 15.0 | 15.0 | 15.0 |
| Vitamin premix | 2.0 | 2.0 | 2.0 | 2.0 | 2.0 | 2.0 | 2.0 |
| Mineral premix | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| Vitamin C | 0.5 | 0.5 | 0.5 | 0.5 | 0.5 | 0.5 | 0.5 |
| Ca(H2PO4)2 | 15.0 | 15.0 | 15.0 | 15.0 | 15.0 | 15.0 | 15.0 |
| Choline chloride | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 |
| Ethoxyquin | 0.3 | 0.3 | 0.3 | 0.3 | 0.3 | 0.3 | 0.3 |
| Y2O3 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 |
| Phytases | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 |
| Microcrystalline cellulose | 6.8 | 0.7 | 6.8 | 12.8 | 19.0 | 25.0 | 31.1 |
| Total | 1000.0 | 1000.0 | 1000.0 | 1000.0 | 1000.0 | 1000.0 | 1000.0 |
|
| |||||||
| Moisture | 102.7 | 105.3 | 102.5 | 107.4 | 100.4 | 102.9 | 102.2 |
| Crude protein | 498.2 | 494.1 | 496.5 | 500.4 | 501.3 | 499.1 | 500.3 |
| Ether extract | 104.8 | 103.5 | 105.9 | 105.1 | 106.9 | 107.4 | 109.0 |
| Ash | 93.9 | 92.3 | 90.3 | 87.3 | 84.2 | 81.2 | 78.2 |
1Fish meal: crude protein, 709.3 g/kg; ether extract, 80.6 g/kg.2EPBM, enzyme-digested poultry by-product meal: crude protein, 947.7 g/kg; ether extract, <0.2 g/kg.3Soybean meal: crude protein, 499.1 g/kg; ether extract, 14.8 g/kg.4Rapeseed meal: crude protein, 431 0 g/kg; ether extract, 12.5 g/kg.5Spray-dried blood: crude protein, 955.3 g/kg; ether extract, 6.5 g/kg.6Wheat gluten flour: crude protein, 794.3 g/kg; ether extract, 3.2 g/kg.7Wheat meal: crude protein, 128.4 g/kg; ether extract, 5.9 g/kg.8Vitamin premix and mineral premix were provided by Qingdao Master Biotech Co., Ltd, Qingdao, China.9Proximate compositions were measured values.
FIGURE 1Peptide molecular weight distribution of enzyme-digested poultry by-product meal. Da, Dalton.
Sequence of the primers used for quantitative real-time PCR.
| Target gene | Primer sequence (5′-3′) | Annealing temperature (°C) | Length of amplified product (bp) |
| β | F: TGCGTGACATCAAGGAGAAGC | 61 | 151 |
| R: TCTGGGCAACGGAACCTCT | 60 | ||
|
| F: GCTACCTGCTTCTATGCCTTTG | 59 | 116 |
| R: AAGCAGATGAGCAGCGAGGA | 60 | ||
|
| F: CCTACTCGCTGGTTGCTGTG | 59 | 87 |
| R: CTCTCTCACTGGTGCCTGCTC | 60 | ||
|
| F: TTAGGATGGACGACTGAAGGAA | 59 | 95 |
| R: CTCACATCTTGGGCACATTCC | 60 | ||
|
| F: GGGAAAACAGACGGTGAACTT | 58 | 141 |
| R: GTGTTGTTGATGTGGCAGTTGA | 59 | ||
|
| F: GCTCAACTTAGGACTCAGCACCAT | 61 | 76 |
| R: AGTTTTGAAGCGGTCGGTGA | 60 | ||
|
| F: ACTGAACTGAGCAACCCAACC | 59 | 114 |
| R: GTAGAAGGTCAGATAGCCAAACG | 58 | ||
|
| F: GGTTTCTGGACCGATTGCG | 61 | 138 |
| R: TCTTGTCTGCCTCCTCCACC | 60 | ||
|
| F: TGTCTACATCCCCTTCATCCATTAC | 61 | 91 |
| R: AGGGGCGACCTCTAAGAACAG | 60 | ||
|
| F: TGCTGCTGTTCGGGTGCT | 60 | 79 |
| R: CGGGCTTCTTCCTGGGTT | 60 |
CAT1: cationic amino acid transporter 1; CAT2: cationic amino acid transporter 2; LAAT1: lysosomal amino acid transporter 1; PAT1: proton-coupled amino acid transporter 1; B0AT2: sodium-dependent neutral amino acid transporter B0AT2-like; SNAT3: sodium-coupled neutral amino acid transporter 3; EAAT1: excitatory amino acid transporter 1; B0,+AT: B0,+-type amino acid transporter; PepT1: oligopeptide transporter.
Growth and apparent digestibility coefficients of hybrid groupers fed with diets.
| Index | EP0 | EP3 | EP6 | EP9 | EP12 | EP15 | EP18 | SEM | |
| IBW (g) | 7.51 | 7.50 | 7.50 | 7.49 | 7.49 | 7.51 | 7.49 | 0.01 | 0.763 |
| FBW (g) | 65.50 | 73.27 | 68.87 | 68.23 | 67.87 | 66.30 | 60.37 | 0.87 | <0.001 |
| WGR (%) | 771.94 | 876.90 | 817.71 | 810.73 | 805.67 | 782.92 | 705.91 | 11.57 | <0.001 |
| SGR (%/d) | 3.87 | 4.07 | 3.96 | 3.95 | 3.93 | 3.89 | 3.73 | 0.02 | <0.001 |
| PER | 2.55 | 2.64 | 2.62 | 2.52 | 2.41 | 2.38 | 2.22 | 0.04 | 0.001 |
| IFR (%/d) | 2.23 | 2.23 | 2.21 | 2.27 | 2.38 | 2.40 | 2.51 | 0.03 | 0.013 |
| FCR | 0.79 | 0.77 | 0.77 | 0.79 | 0.83 | 0.84 | 0.90 | 0.01 | 0.003 |
| SR (%) | 98.89 | 95.56 | 94.44 | 100.00 | 94.45 | 94.45 | 98.89 | 0.69 | 0.169 |
| CF (%) | 2.80 | 2.72 | 2.71 | 2.61 | 2.63 | 2.65 | 2.62 | 0.03 | 0.580 |
| VSI (%) | 9.95 | 10.80 | 10.68 | 10.47 | 10.19 | 10.28 | 10.11 | 0.11 | 0.387 |
| HSI (%) | 2.75 | 3.29 | 2.37 | 2.48 | 2.44 | 2.29 | 2.38 | 0.08 | <0.001 |
| PDR (%) | 28.89 | 32.05 | 33.38 | 30.62 | 31.40 | 29.05 | 28.67 | 0.51 | 0.057 |
| LDR (%) | 46.65 | 54.48 | 56.96 | 43.94 | 43.43 | 42.61 | 37.61 | 1.62 | 0.001 |
| ADC | 78.70 | 78.77 | 79.82 | 74.77 | 77.12 | 74.66 | 73.40 | 0.53 | <0.001 |
| ADC | 93.10 | 92.69 | 92.86 | 91.05 | 92.24 | 91.18 | 90.43 | 0.22 | <0.001 |
| ADC | 17.23 | 29.32 | 23.82 | 10.31 | 31.15 | 11.01 | 7.26 | 2.01 | <0.001 |
| ADC | 49.58 | 55.21 | 54.47 | 47.33 | 57.71 | 48.20 | 50.849 | 0.97 | 0.004 |
Mean values ± SEM are presented for each group (n = 3); different superscript letters indicate significant differences among groups (a > b > c > d; P < 0.05).IBW, initial body weight; FBW, final body weight; WGR, weight gain rate; SGR, specific growth rate; PER, protein efficiency rate; IFR, intaking feed rate; FCR, feed conversion rate; SR, survival rate; CF, condition factor; VSI, viscera somatic index; HSI, hepatopancreas somatic indices; PDR, protein deposition rate; LDR, lipid deposition rate. ADC , apparent digestibility coefficient for dry matter of the dietary; ADC , apparent digestibility coefficient for crude protein of the dietary; ADC , apparent digestibility coefficient for calcium of the dietary; ADC , apparent digestibility coefficient for phosphorus of the dietary.
Whole-body composition, serum biochemical indices, and enzyme activities of hybrid groupers fed with diets.
| Index | EP0 | EP3 | EP6 | EP9 | EP12 | EP15 | EP18 | SEM | |
|
| |||||||||
| Moisture (g/kg) | 825.3 | 821.7 | 819.7 | 825.5 | 821.7 | 829.0 | 823.1 | 1.1 | 0.148 |
| CP (g/kg) | 614.2 | 611.9 | 629.6 | 619.4 | 650.8 | 632.3 | 638.3 | 3.0 | <0.001 |
| EE(g/kg) | 221.2 | 238.2 | 250.3 | 208.9 | 223.4 | 222.0 | 207.1 | 4.2 | 0.030 |
| Ash (g/kg) | 148.9 | 120.9 | 114.5 | 137.1 | 113.1 | 126.7 | 120.0 | 2.8 | <0.001 |
|
| |||||||||
| TP (g/L) | 57.37 | 56.33 | 56.77 | 56.00 | 62.77 | 46.67 | 49.02 | 1.33 | 0.003 |
| Alb (g/L) | 8.51 | 11.99 | 11.34 | 12.56 | 14.43 | 12.69 | 11.97 | 0.43 | 0.001 |
| CHOL (mmol/L) | 2.73 | 2.96 | 2.74 | 3.21 | 2.56 | 2.91 | 2.69 | 0.09 | 0.589 |
| TG (mmol/L) | 0.52 | 0.50 | 0.55 | 0.57 | 0.63 | 0.66 | 0.70 | 0.17 | <0.001 |
| GLU (mmol/L) | 3.77 | 2.91 | 4.21 | 3.93 | 4.76 | 3.40 | 3.98 | 0.14 | <0.001 |
|
| |||||||||
| SOD (U/mL) | 17.50 | 23.53 | 19.09 | 19.54 | 16.49 | 17.40 | 17.49 | 0.55 | 0.001 |
| CAT (U/mL) | 2.71 | 2.79 | 2.62 | 2.60 | 2.67 | 2.24 | 2.50 | 0.05 | 0.049 |
| GOT (U/L) | 22.50 | 29.88 | 23.60 | 25.39 | 25.59 | 18.92 | 21.88 | 0.90 | 0.015 |
| GPT (U/L) | 20.00 | 17.39 | 14.54 | 14.27 | 12.21 | 11.71 | 15.47 | 0.65 | <0.001 |
| AKP (U/L) | 16.94 | 14.33 | 16.69 | 14.87 | 14.76 | 14.83 | 14.05 | 0.28 | 0.005 |
| ACP (U/L) | 10.61 | 11.60 | 11.28 | 12.54 | 12.06 | 10.03 | 8.76 | 0.32 | 0.004 |
Mean values ± SEM are presented for each group (n = 3); different superscript letters indicate significant differences among groups (a > b > c > d; P < 0.05). Moisture is the value on wet matter, and other whole-body compositions are values on dry matter.CP, crude protein; EE, ether extract. TP, total protein; Alb, albumin; CHOL, total cholesterol; TG, total triglyceride; GLU, glucose, SOD, superoxide dismutase; CAT, catalase; GOT, glutamic oxaloacetic transaminase; GPT, glutamic pyruvic transaminase; AKP, alkaline phosphatase; ACP, acid phosphatase.
Intestinal and liver digestive enzyme activities of hybrid groupers fed with diets.
| Index | EP0 | EP3 | EP6 | EP9 | EP12 | EP15 | EP18 | SEM | |
|
| |||||||||
| Chymotrypsin (IU/g) | 1.66 | 2.42 | 2.55 | 3.11 | 3.33 | 3.30 | 2.68 | 0.13 | <0.001 |
| Lipase (U/g) | 3.56 | 3.74 | 4.67 | 5.73 | 5.82 | 5.71 | 6.09 | 0.23 | <0.001 |
| Amylase (IU/g) | 2.55 | 2.71 | 2.30 | 2.74 | 3.16 | 2.55 | 3.14 | 0.08 | 0.018 |
| Trypsin (U/mg) | 13.58 | 12.41 | 13.38 | 17.64 | 17.64 | 17.25 | 14.05 | 0.49 | <0.001 |
|
| |||||||||
| Chymotrypsin (IU/g) | 1.75 | 2.44 | 2.26 | 1.78 | 2.40 | 2.02 | 2.57 | 0.08 | 0.001 |
| Lipase (U/g) | 4.62 | 5.39 | 4.11 | 4.18 | 5.08 | 5.13 | 5.23 | 0.14 | 0.031 |
| Amylase (IU/g) | 2.07 | 2.06 | 2.02 | 2.15 | 3.04 | 2.26 | 2.05 | 0.09 | 0.005 |
| Trypsin (U/mg) | 8.57 | 14.22 | 13.30 | 12.32 | 11.33 | 10.89 | 9.57 | 0.45 | <0.001 |
Mean values ± SEM are presented for each group (n = 3); different superscript letters indicate significant differences among groups (a > b > c > d; P < 0.05).
FIGURE 2Light microscopy (20×) of the proximal intestine (PI), mid-intestine (MI), and distal intestine (DI) morphology of hybrid groupers fed with diets. Scale bar: 200 μm.
Intestinal morphology of hybrid groupers fed with diets.
| Index(μ m) | EP0 | EP3 | EP6 | EP9 | EP12 | EP15 | EP18 | SEM | |
|
| |||||||||
| VL | 448.60 | 512.83 | 558.82 | 572.23 | 599.92 | 667.29 | 530.68 | 17.36 | 0.007 |
| VW | 70.36 | 66.44 | 74.08 | 72.59 | 77.72 | 99.16 | 82.17 | 2.66 | 0.004 |
| MT | 82.28 | 104.71 | 94.16 | 88.95 | 103.24 | 92.73 | 90.84 | 2.63 | 0.259 |
| CD | 38.07 | 35.16 | 45.29 | 45.01 | 49.72 | 58.78 | 40.46 | 1.79 | <0.001 |
| VL/CD | 11.80 | 14.60 | 12.32 | 12.73 | 12.08 | 11.49 | 13.12 | 0.30 | 0.049 |
|
| |||||||||
| VL | 433.61 | 469.88 | 470.69 | 502.32 | 451.85 | 453.64 | 633.97 | 15.94 | 0.001 |
| VW | 71.82 | 76.99 | 82.10 | 76.76 | 87.93 | 80.50 | 87.91 | 1.81 | 0.123 |
| MT | 105.49 | 98.86 | 104.31 | 105.41 | 103.73 | 99.18 | 112.37 | 1.41 | 0.158 |
| CD | 42.10 | 48.73 | 43.62 | 45.66 | 40.75 | 48.69 | 79.44 | 2.92 | <0.001 |
| VL/CD | 10.33 | 9.63 | 10.91 | 11.06 | 11.08 | 9.51 | 7.98 | 0.32 | 0.070 |
|
| |||||||||
| VL | 545.55 | 537.49 | 574.13 | 512.63 | 541.77 | 536.34 | 555.84 | 8.86 | 0.752 |
| VW | 91.91 | 89.66 | 86.56 | 84.01 | 87.80 | 86.46 | 90.67 | 0.97 | 0.343 |
| MT | 103.31 | 95.98 | 125.82 | 119.64 | 119.36 | 138.69 | 128.46 | 3.67 | 0.005 |
| CD | 47.68 | 41.47 | 48.53 | 41.31 | 51.52 | 61.55 | 63.74 | 1.98 | 0.006 |
| VL/CD | 11.44 | 12.96 | 11.89 | 12.44 | 10.54 | 8.75 | 8.74 | 0.38 | 0.004 |
Mean values ± SEM are presented for each group (n = 3); different superscript letters indicate significant differences among groups (a > b > c; P < 0.05). PI, proximal intestine; MI, mid-intestine; DI, distal intestine; VL, villus length; VW, villus width; MT, muscle thickness; CD, crypt depth. The value of VL/CD has no unit.
FIGURE 3Rarefaction curve of the intestinal microbiota in hybrid groupers fed with diets.
Numbers of OTUs and alpha diversity index of the intestinal microbiota in hybrid groupers fed with diets.
| Index | EP0 | EP3 | EP6 | EP9 | EP12 | EP15 | EP18 | SEM | |
| OTUs | 976.33 | 987.67 | 981.33 | 970.33 | 961.00 | 981.33 | 966.67 | 2.71 | 0.075 |
| Good’s coverage | 0.9957 | 0.9976 | 0.9978 | 0.9976 | 0.9975 | 0.9976 | 0.9974 | 0.0003 | 0.447 |
| Shannon | 5.13 | 5.11 | 5.20 | 5.01 | 5.30 | 5.26 | 5.01 | 0.18 | 0.208 |
| Simpson | 0.024 | 0.027 | 0.021 | 0.028 | 0.018 | 0.020 | 0.027 | 0.004 | 0.089 |
| ACE | 1001.06 | 989.01 | 988.28 | 996.59 | 1011.77 | 1004.37 | 996.60 | 9.96 | 0.163 |
| Chao 1 | 1001.91 | 998.40 | 993.38 | 1007.74 | 1022.25 | 1009.30 | 1005.63 | 10.46 | 0.388 |
Mean values ± SEM are presented for each group (n = 3); no superscript letters indicate no significant difference among groups (P > 0.05).OTU, operational taxonomic unit; ACE, abundance-based coverage estimator.
FIGURE 4Principal coordinates analysis, PCoA (A); and analysis of similarities, ANOSIM (B) of the intestinal microbiota in hybrid groupers fed with diets.
FIGURE 5Venn diagram of unique and shared OTUs.
FIGURE 6Taxonomy classification of reads at the phylum (A) and genus (B) taxonomic levels of the intestinal microbiota in hybrid groupers fed with diets.
FIGURE 7LEfSe analysis of the intestinal bacteria microbiota in hybrid groupers fed with diets. The circles radiating from the inside to the outside of the evolutionary branch diagram represent the classification levels of phylum (p), class (c), order (o), family (f), genus (g), and species (s).
FIGURE 8Relative mRNA expression of amino acid and small peptide-related transport in the (A) proximal intestine (PI), (B) mid-intestine (MI), and (C) distal intestine (DI) of hybrid groupers fed with diets, respectively. The β-actin gene was used as a housekeeping gene, and the control group was used as the reference group. Columns represented the mean values ± S. E. M. of each group. Different letters in each figure indicate significant differences among groups (a > b > c > d; P < 0.05).