| Literature DB >> 30987067 |
Simona Rimoldi1, Elisabetta Gini2, Federica Iannini3, Laura Gasco4, Genciana Terova5.
Abstract
This study evaluated the effects of dietary insect meal from Hermetia illucens larvae on autochthonous gut microbiota of rainbow trout (Oncorhynchus mykiss). Three diets, with increasing levels of insect meal inclusion (10%, 20%, and 30%) and a control diet without insect meal were tested in a 12-week feeding trial. To analyze the resident intestinal microbial communities, the Illumina MiSeq platform for sequencing of 16S rRNA gene and QIIME pipeline were used. The number of reads taxonomically classified according to the Greengenes database was 1,514,155. Seventy-four Operational Taxonomic Units (OTUs) at 97% identity were identified. The core of adhered intestinal microbiota, i.e., OTUs present in at least 80% of mucosal samples and shared regardless of the diet, was constituted by three OTUs assigned to Propiobacterinae, Shewanella, and Mycoplasma genera, respectively. Fish fed the insect-based diets showed higher bacterial diversity with a reduction in Proteobacteria in comparison to fish fed the fishmeal diet. Insect-meal inclusion in the diet increased the gut abundance of Mycoplasma, which was attributed the ability to produce lactic and acetic acid as final products of its fermentation. We believe that the observed variations on the autochthonous intestinal microbiota composition of trout are principally due to the prebiotic properties of fermentable chitin.Entities:
Keywords: Black soldier fly; aquaculture; gut microbiome; high throughput sequencing; insect meal
Year: 2019 PMID: 30987067 PMCID: PMC6523354 DOI: 10.3390/ani9040143
Source DB: PubMed Journal: Animals (Basel) ISSN: 2076-2615 Impact factor: 2.752
Diet formulation and proximate composition (modified from Terova et al. [14]).
| DIET | |||||
|---|---|---|---|---|---|
| Hi 0 | Hi 10 | Hi 20 | Hi 30 | ||
| Ingredients (% as it) | |||||
| Fishmeal a | 60 | 54 | 48 | 42 | |
| | 0 | 10 | 20 | 30 | |
| Fish oil | 7 | 7 | 7 | 7 | |
| Soybean oil | 5 | 4 | 3 | 2 | |
| Wheat bran | 10 | 7 | 4 | 1 | |
| Wheat meal | 4 | 4 | 4 | 4 | |
| Starch gelatinized D500 | 11 | 11 | 11 | 11 | |
| Vitamin premix b | 1.5 | 1.5 | 1.5 | 1.5 | |
| Mineral premix c | 1.5 | 1.5 | 1.5 | 1.5 | |
| Proximate composition (g/100g DM) | |||||
| DM | 89.82 | 89.03 | 88.62 | 87.70 | 86.74 |
| CP | 48.62 | 49.07 | 49.88 | 49.48 | 49.03 |
| EE | 20.58 | 17.73 | 17.98 | 17.95 | 17.56 |
| Ash | 8.74 | 13.71 | 14.16 | 14.48 | 14.26 |
| CHI | 4.96 | 0.00 | 0.50 | 0.99 | 1.51 |
| NFE | 17.10 | 19.48 | 17.49 | 17.10 | 17.64 |
a Fish meal was purchased from Corpesa S.A. (Santiago, Chile). Proximate composition (% as-fed basis): 91.3 DM; 65.8 CP; 9.4 EE; 15.5 Ash. b Vitamin premix (IU or mg/kg diet) (Granda Zootecnici Srl, Savigliano, Italy): DL-α tocopherol acetate 60 IU; sodium menadione bisulphate 5 mg; retinyl acetate 15,000 IU; DL-cholecalciferol 3000 IU; thiamin 15 mg; riboflavin 30 mg; pyridoxine 15 mg; vitamin B12 0.05 mg; nicotinic acid 175 mg; folic acid 500 mg; inositol 1000 mg; biotin 2.5 mg; calcium pantothenate 50 mg. c Mineral premix (g or mg/kg diet) (Granda Zootecnici Srl): bicalcium phosphate 500 g, calcium carbonate 215 g, sodium salt 40 g, potassium chloride 90 g, magnesium chloride 124 g, magnesium carbonate 124 g, iron sulfate 20 g, zinc sulfate 4 g, copper sulfate 3 g, potassium iodide 4 mg, cobalt sulfate 20 mg, manganese sulfate 3 g, sodium fluoride 1 g. DM: Dry matter; CP: Crude protein; EE: Ether extract; CHI: chitin; NFE: Nitrogen-free extract (calculated as 100 − (CP + EE + Ash + CHI).
Figure 1Venn diagram representing unique and shared Operational Taxonomic Units (OTUs) among all dietary groups. The core microbiome was defined as the OTUs present in 80% of the samples regardless of diet.
Figure 2Relative abundance (%) of the overall most prevalent bacterial phyla in each dietary groups (A) and individual fish (B). In the figure, all taxa with an overall abundance of ≥ 1% were reported.
Figure 3Relative abundance (%) of the overall most prevalent bacterial families in each dietary groups (A) and individual fish (B). In the figure, all taxa with an overall abundance of ≥ 0.01% were reported.
Figure 4Relative abundance (%) of the overall most prevalent bacterial genera in each dietary groups (A) and individual fish (B). In the figure, all taxa with an overall abundance of ≥ 0.01% were reported.
Number of reads per sample assigned to OTUs and alpha diversity metrics values (normalized at the lowest sample size: 17,800 sequences) of gut microbial community of rainbow trout fed Hi 0 (n = 9), Hi 10 (n = 9), Hi 20 (n = 9), and Hi 30 (n = 9) diets for 12 weeks.
| Items | Hi 0 | Hi 10 | Hi 20 | Hi 30 |
|---|---|---|---|---|
| Reads | 43,654 ± 18,004 | 46,206 ± 14,511 | 37,146 ± 6815 | 41,233 ± 9479 |
| Observed OTUs | 24.3 ± 9.4 | 24.7 ± 3.9 | 23.9 ± 6.9 | 30.0 ± 10.9 |
| Chao 1 | 27.1 ± 9.9 | 26.8 ± 5.1 | 30.6 ± 12.0 | 36.5 ± 10.6 |
| Shannon_e | 1.0 ± 0.4 a | 0.7 ± 0.4 a | 0.2 ± 0.3 b | 0.3 ± 0.3 b |
| Simpson | 0.5 ± 0.2 b | 0.6 ± 0.2 b | 0.9 ± 0.2 a | 0.9 ± 0.2 a |
| Berger_parker (1/d) | 0.6 ± 0.2 b | 0.7 ± 0.2 b | 0.9 ± 0.1 a | 0.9 ± 0.1 a |
Reported data are expressed as means ± SD (n = 9). The means were compared by ANOVA (p < 0.05). a,b Different superscript letters on the same row indicate significant differences after Tukey–Kramer post-hoc test.
Results of Permutational multivariate analysis of variance (PERMANOVA) and Analysis of similarity (ANOSIM) based on Bray–Curtis and binary Bray–Curtis dissimilarities using abundance data of mucosa-associated bacterial communities. Significant p-values are in bold.
| Statistics | Bray–Curtis | Binary Bray–Curtis | ||
|---|---|---|---|---|
| PERMANOVA | ||||
| Permutation N | 999 | 999 | ||
| Total sum of squares | 1.383 | 0.448 | ||
| Within-group sum of squares | 0.929 | 0.274 | ||
| F | 5.202 | 6.785 | ||
|
| 0.001 | |||
| Pairwise comparisons | F-value | F-value | ||
| Hi 10 vs. Hi 0 | 0.708 | 2.144 |
| 9.156 |
| Hi 20 vs. Hi 0 |
| 12.350 |
| 9.849 |
| Hi 30 vs. Hi 0 | 0.078 | 7.191 |
| 12.450 |
| Hi 10 vs. Hi 20 |
| 5.824 |
| 5.189 |
| Hi 10 vs. Hi 30 | 0.486 | 2.691 | 0.156 | 2.490 |
| Hi 20 vs. Hi 30 | 1.000 | 1.052 | 0.564 | 1.934 |
| ANOSIM | ||||
| Permutation N | 999 | 999 | ||
| R | 0.252 | 0.480 | ||
|
|
| |||
| Pairwise comparisons | R | R | ||
| Hi 10 vs. Hi 0 | 0.468 | 0.133 |
| 0.585 |
| Hi 20 vs. Hi 0 |
| 0.515 |
| 0.703 |
| Hi 30 vs. Hi 0 |
| 0.386 |
| 0.765 |
| Hi 10 vs. Hi 20 |
| 0.344 |
| 0.425 |
| Hi 10 vs. Hi 30 | 0.534 | 0.130 | 0.348 | 0.159 |
| Hi 20 vs. Hi 30 | 1.000 | 0.008 | 0.180 | 0.190 |
| SIMPER | ||||
| Hi 10 vs. Hi 0 | 26.16 | 16.77 | ||
| Hi 20 vs. Hi 0 | 32.75 | 19.23 | ||
| Hi 30 vs. Hi 0 | 31.27 | 18.33 | ||
| Hi 10 vs. Hi 20 | 25.81 | 16.09 | ||
| Hi 10 vs. Hi 30 | 24.79 | 12.98 | ||
| Hi 20 vs. Hi 30 | 19.24 | 13.85 | ||
Figure 5Non-metric multidimensional scaling (NMDS) with 2D Binary Bray–Curtis (A) and Bray–Curtis (B) index of bacterial OTUs found in intestinal mucosa samples of rainbow trout fed fishmeal (Hi 0) or H. illucens larvae meal (Hi 10, Hi 20, Hi 30) diets.
Mean relative abundance (%) ± SD of the most prevalent phyla, orders, classes, families, and genera found in mucosa samples of rainbow trout fed with four experimental diets. Means in the same row with different letters indicate statistical significance between taxonomic groups’ abundances (p < 0.05).
| Taxa | Hi 0 | Hi 10 | Hi 20 | Hi 30 |
|---|---|---|---|---|
| Phylum | ||||
| | 56.48 ± 21.74 b | 77.06 ± 17.44 ab | 93.03 ± 10.12 a | 91.52 ± 12.68 a |
| | 38.36 ± 18.26 a | 21.07 ± 16.85 ab | 5.03 ± 7.51 b | 7.69 ± 12.82 b |
| | 5.05 ± 8.37 | 1.84 ± 4.00 | 1.86 ± 4.34 | 0.49 ± 0.96 |
| Class | ||||
| | 56.48 ± 21.74 b | 77.06 ± 17.44 ab | 93.03 ± 10.12 a | 91.52 ± 12.68 a |
| | 36.20 ± 18.58 a | 20.65 ± 16.55 ab | 4.98 ± 7.46 b | 7.57 ± 12.78 b |
| | 5.01 ± 8.39 a | 1.82 ± 4.00 a | 1.81 ± 4.34 b | 0.37 ± 0.78 ab |
| | 2.15 ± 2.85 | 0.41 ± 0.39 | 0.03 ± 0.07 | 0.10 ± 0.20 |
| Order | ||||
| | 56.48 ± 21.74 b | 77.06 ± 17.44 ab | 93.03 ± 10.12 a | 91.52 ± 12.68 a |
| | 28.69 ± 20.77 | 15.85 ± 13.38 | 4.74 ± 7.46 | 5.32 ± 12.69 |
| | 2.30 ± 2.87 a | 1.67 ± 3.10 ab | 0.12 ± 0.30 ab | 0.11 ± 0.30 b |
| | 2.15 ± 2.85 a | 0.41 ± 0.39 a | 0.03 ± 0.07 b | 0.10 ± 0.20 ab |
| Family | ||||
| | 53.16 ± 20.49 b | 77.06 ± 17.44 ab | 93.03 ± 10.12 a | 91.52 ± 12.68 a |
| | 28.69 ± 20.77 a | 15.85 ± 13.38 ab | 4.74 ± 7.46 b | 5.62 ± 12.59 ab |
| | 2.53 ± 2.77 a | 1.67 ± 3.10 ab | 0.12 ± 0.30 b | 0.01 ± 0.02 b |
| | 4.31 ± 3.67 a | 3.13 ± 4.01ab | 0.13 ± 0.16 b | 1.95 ± 5.33 ab |
| | 1.60 ± 2.45 a | 0.22 ± 0.21 b | 0.02 ± 0.05 b | 0.01 ± 0.02 ab |
| | 0.31 ± 0.70 | 0.17 ± 0.42 | 0.01 ± 0.01 | 0.02 ± 0.03 |
| | 0.11 ± 0.30 | 0.03 ± 0.02 | 0.06 ± 0.06 | 0.23 ± 0.35 |
| | 0.16 ± 0.47 | 0.00 ± 0.01 | 0.00 ± 0.00 | 0.00 ± 0.00 |
| | 0.03 ± 0.07 | 0.01 ± 0.01 | 0.03 ± 0.04 | 0.07 ± 0.12 |
| | 0.00 ± 0.01 | 0.01 ± 0.01 | 0.02 ± 0.02 | 0.01 ± 0.01 |
| | 0.00 ± 0.00 | 0.00 ± 0.01 | 0.00 ± 0.01 | 0.02 ± 0.03 |
| | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.01 ± 0.02 |
| Genus | ||||
| | 56.48 ± 21.74 b | 77.06 ± 17.44 ab | 93.03 ± 10.12 a | 87.24 ± 15.81 ab |
| | 28.69 ± 20.77 a | 15.85 ± 13.38 ab | 4.74 ± 7.46 b | 9.93 ± 16.53 ab |
| | 2.30 ± 2.87 a | 1.67 ± 3.10 ab | 0.12 ± 0.30 ab | 0.01 ± 0.02 b |
| | 2.83 ± 3.15 a | 0.41 ± 0.62 ab | 0.04 ± 0.06 b | 1.28 ± 3.69 ab |
| | 1.72 ± 2.23 a | 1.31 ± 2.02 ab | 0.01 ± 0.02 b | 0.57 ± 1.67 ab |
| | 0.23 ± 0.58 | 1.40 ± 3.64 | 0.07 ± 0.11 | 0.00 ± 0.01 |
| | 1.66 ± 2.42 a | 0.22 ± 0.21 a | 0.02 ± 0.05 b | 0.01 ± 0.02 ab |
| | 0.28 ± 0.71 | 0.17 ± 0.42 | 0.01 ± 0.01 | 0.02 ± 0.03 |
| | 0.27 ± 0.66 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.01 ± 0.02 |
| | 0.16 ± 0.47 | 0.00 ± 0.01 | 0.00 ± 0.00 | 0.00 ± 0.00 |
| | 0.03 ± 0.07 | 0.01 ± 0.01 | 0.03 ± 0.04 | 0.07 ± 0.11 |
| | 0.01 ± 0.01 | 0.01 ± 0.01 | 0.02 ± 0.02 | 0.01 ± 0.01 |
| | 0.00 ± 0.00 | 0.00 ± 0.01 | 0.00 ± 0.01 | 0.02 ± 0.03 |
| | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.01 ± 0.02 |
a,b Different superscript letters on the same row indicate significant differences after Tukey–Kramer post-hoc test.