| Literature DB >> 32668813 |
Marco Bonelli1, Daniele Bruno2, Matteo Brilli1,3, Novella Gianfranceschi1, Ling Tian4, Gianluca Tettamanti2,5, Silvia Caccia6, Morena Casartelli1,5.
Abstract
Modulation of nutrient digestion and absorption is one of the post-ingestion mechanisms that guaraEntities:
Keywords: Hermetia illucens; diet composition; insect midgut; midgut transcriptome; post-ingestion regulation; waste management
Mesh:
Substances:
Year: 2020 PMID: 32668813 PMCID: PMC7404193 DOI: 10.3390/ijms21144955
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
Chemical composition and moisture content of the two experimental diets. Values are expressed as g per 100 g of diet.
| Standard Diet | Vegetable Mix Diet | |||
|---|---|---|---|---|
| Component | As Fed | Dry Matter | As Fed | Dry Matter |
| Crude protein | 6.4 | 14.1 | 1.2 | 10.3 |
| Crude lipid | 1.2 | 2.7 | 0.1 | 0.7 |
| Crude fiber a | 4.9 | 10.8 | 0.5 | 4.4 |
| Nitrogen-free extract b | 30.2 | 67.3 | 9.6 | 80.0 |
| Ash | 2.3 | 5.1 | 0.6 | 4.6 |
| Hemicellulose c | 9.8 | 21.3 | 0.4 | 3.6 |
| Cellulose c | 4.4 | 9.7 | 0.6 | 4.6 |
| Lignin c | 1.7 | 3.7 | 0.2 | 1.3 |
| Starch | 8.5 | 18.8 | 1.4 | 11.6 |
| Glucose and fructose | 1.5 | 3.3 | 1.5 | 12.8 |
| Moisture | 55 | - | 88 | - |
a Includes most of cellulose and insoluble lignin. b Includes sugars, organic acids, pectins, soluble lignin, hemicellulose and a small percentage of cellulose. c Values calculated from neutral and acid detergent fiber analyses.
Heavy metal content of the two experimental diets. Values are expressed as mg per Kg of diet.
| Standard Diet | Vegetable Mix Diet | |||
|---|---|---|---|---|
| Component | As Fed | Dry Matter | As Fed | Dry Matter |
| Iron | 119.1 | 261.8 | 3.1 | 26.9 |
| Copper | 4.2 | 9.3 | 0.8 | 6.8 |
| Nickel | 0.8 | 1.7 | 0.1 | 0.7 |
| Zinc | 22.4 | 49.3 | 2.1 | 18.1 |
| Moisture | 55 | - | 88 | - |
Figure 1Growth rate of H. illucens larvae. The weight of the larvae reared on different substrates was recorded until 25% of insects reached pupal stage. The day in which the larvae reached the maximum weight was considered the end of the larval stage (arrows). Then insects entered the prepupal stage and stopped feeding.
pH values in the lumen of H. illucens midgut regions. Mean ± s.e.m., number of replicates in parenthesis. No statistically significant differences were recorded among diet groups for each midgut region (unpaired t-test).
| SD | VMD | |
|---|---|---|
| Anterior midgut | 5.8 ± 0.1 (6) | 6.0 ± 0.1 (6) |
| Middle midgut | 2.4 ± 0.2 (6) | 1.8 ± 0.2 (7) |
| Posterior midgut | 8.3 ± 0.4 (6) | 8.8 ± 0.1 (7) |
Figure 2Enzymatic activities in midgut juice (A–C,E,F) or midgut homogenate (D) from larvae reared on SD (white bars) and VMD (grey bars). Total proteolytic activity in midgut juice extracted from anterior, middle, and posterior midgut (A). Trypsin- (B) and chymotrypsin- (C) like activity in midgut juice extracted from posterior midgut. Aminopeptidase N activity in the homogenate of posterior midgut (D). α-amylase activity in midgut juice extracted from anterior, middle, and posterior midgut (E). Lipase activity in midgut juice extracted from anterior and posterior midgut; n.d. non-detectable activity (F). The values are reported as mean ± s.e.m. of at least 3 experiments. Asterisks indicate statistically significant differences between diet groups (unpaired t-test: * p-value < 0.05, ** p-value < 0.01, *** p-value < 0.001).
Figure 3Morphological comparison of midgut from larvae reared on SD and VMD. (A,B): cross-sections of the anterior midgut. (C–F): copper (C,D) and large flat cells (E,F) in the middle midgut of H. illucens larvae. (G,H): cross-sections of the posterior midgut. Columnar cells of larvae grown on VMD (H) show microvilli (arrowheads) that are longer than those of columnar cells of larvae reared on SD (G). Arrows: dark vesicles under the brush border. c: copper cells; e: epithelium; l: lumen; mc: muscle cells; pm: peritrophic matrix. Bars: 10 μm (A,B), 20 μm (C–H).
Figure 4Comparison of glycogen accumulation in the three midgut regions of larvae reared on SD and VMD—Periodic Acid-Schiff (PAS) staining. (A,B): anterior midgut of larvae reared on SD (A) shows a higher accumulation of glycogen (arrowheads) than VMD (B). (C–F): middle (C,D) and posterior (E,F) midgut of larvae reared on the two diets do not show significant differences in glycogen accumulation. e: epithelium; l: lumen. Bars: 50 μm (A,B,E,F), 20 μm (C,D).
Figure 5Comparison of iron accumulation between the three midgut regions of larvae reared on SD and VMD—Perls’ method. (A,B): a higher iron accumulation in the anterior midgut of larvae reared on SD (A) compared to VMD (B) can be observed. (C,D): iron region in the first part of the posterior midgut of larvae reared on the two diets. (E,F): higher accumulation of iron in the second part of the posterior midgut of larvae grown on SD than VMD is visible. Arrowheads: transition zone between middle and posterior midgut.
Overview of the de novo transcriptome assembly of H. illucens midgut.
| Sequencing and Assembly Parameters | Value |
|---|---|
| Total number of transcripts a | 27,102 |
| Minimum length (nt) | 201 |
| Maximum length (nt) | 26,717 |
| Average length (nt) | 1170 |
| N50 of transcripts (nt) b | 2137 |
| Reads remapped (%) | 86.81 |
a Number of transcripts resulting after the assembly by Trinity and the subsequent collapsing step by CD-HIT-EST, and after filtering out non-Arthropoda sequences. b N50 value represents the threshold delimiting 50% of the transcripts in the entire assembly which are equal to or larger than the reported value.
Figure 6Graphical representation of the functional annotation of the transcriptome assembled in this work. Pie charts are realized using the CRAN platform and show the percentage of the 10 most represented gene ontology (GO) terms for Biological Processes and Molecular Functions. The categories are not terminal nodes in the GO hierarchy. The full list of categories is reported in Supplementary Table S3.
Figure 7Upregulated genes associated to the GO category “Biological Processes”. Starting from the enrichment analysis of genes that are upregulated in midguts of larvae reared on VMD compared to SD, REVIGO was used to group similar biological processes on the basis of the SimRel semantic similarity metric; in this way, categories with similar descriptions are close in the plot. As shown in the scale on the right, the color of the bubble identifying each biological process is a function of log10 (p value) for the false discovery rate for the enrichment of each process. Bubble size indicates the frequency of each GO term (larger size indicates larger categories) and was calculated by REVIGO on the basis of the size of each category in a background database (SwissProt [42]). Only categories with FDR ≤ 1.0 × 10−3 were selected, see full list in Supplementary Tables S3–S7.
Figure 8Downregulated genes associated to the GO category “Biological Processes”. Starting from the enrichment analysis of genes that are downregulated in midguts of larvae reared on VMD compared to SD, REVIGO was used to group similar biological processes on the basis of the SimRel semantic similarity metric; in this way categories with similar descriptions are close in the plot. As shown in the scale on the right, the color of the bubble identifying each biological process is a function of log10 (p value) for the false discovery rate for the enrichment of each process. Bubble size indicates the frequency of each GO term (larger size indicates larger categories) and was calculated by REVIGO on the basis of the size of each category in a background database (SwissProt [42]). Only categories with FDR ≤ 1.0 × 10−3 were selected, see full list in Supplementary Tables S3–S7.
Figure 9Log fold change of differentially expressed transcripts assigned to molecular functions corresponding to hydrolytic activity related to digestion in midguts of larvae reared on VMD compared to SD. For each function the number of genes (G.), transcripts (T.), and transcripts differentially expressed (D.) identified by the transcriptome analysis are shown together with their log fold change in our transcriptomic data.
Figure 10Log fold change of differentially expressed transcripts assigned to molecular functions corresponding to exopeptidases, membrane transport, lipid binding and transport, and iron binding in midguts of larvae reared on VMD compared to SD. For each function the number of genes (G.), transcripts (T.) and transcripts differentially expressed (D.) identified by the transcriptome analysis are shown together with their log fold change in our transcriptomic data.