| Literature DB >> 35456811 |
Bruna Grosch Schroeder1, Washington Logroño1, Ulisses Nunes da Rocha1, Hauke Harms1, Marcell Nikolausz1.
Abstract
The Pachnoda marginata larva have complex gut microbiota capable of the effective conversion of lignocellulosic biomass. Biotechnological utilization of these microorganisms in an engineered system can be achieved by establishing enrichment cultures using a lignocellulosic substrate. We established enrichment cultures from contents of the midgut and hindgut of the beetle larva using wheat straw in an alkaline medium at mesophilic conditions. Two different inoculation preparations were used: procedure 1 (P1) was performed in a sterile bench under oxic conditions using 0.4% inoculum and small gauge needles. Procedure 2 (P2) was carried out under anoxic conditions using more inoculum (4%) and bigger gauge needles. Higher methane production was achieved with P2, while the highest acetic acid concentrations were observed with P1. In the enrichment cultures, the most abundant bacterial families were Dysgonomonadaceae, Heliobacteriaceae, Ruminococcaceae, and Marinilabiliaceae. Further, the most abundant methanogenic genera were Methanobrevibacter, Methanoculleus, and Methanosarcina. Our observations suggest that in samples processed with P1, the volatile fatty acids were not completely converted to methane. This is supported by the finding that enrichment cultures obtained with P2 included acetoclastic methanogens, which might have prevented the accumulation of acetic acid. We conclude that differences in the inoculum preparation may have a major influence on the outcome of enrichment cultures from the P. marginata larvae gut.Entities:
Keywords: anaerobic digestion; carboxylates; enrichment; larva gut; lignocellulosic biomass; methane
Year: 2022 PMID: 35456811 PMCID: PMC9024811 DOI: 10.3390/microorganisms10040761
Source DB: PubMed Journal: Microorganisms ISSN: 2076-2607
Figure 1Physiological data of the enrichment cultures from the midgut and hindgut larva compartments using two different inoculum preparation procedures. (A) Cumulative gas over 50 days of cultivation in midgut and hindgut cultures during the fourth transfer (4T). (B) Relative gas concentration at 30 days of cultivation. (C) Methane yield at 30 days of cultivation. (D–F) Volatile fatty acids concentration at 30 days of cultivation. (D) Acetic acid, (E) propionic acid, (F) butyric acid concentrations. The error bars represent the standard deviation of the mean of n = 3 (invisible error bars are smaller than the symbol). Filled symbols: procedure 1. Open symbols: procedure 2. NC stands for negative controls.
Figure 2NMDS plots based on 16S rRNA gene amplicon sequences using the Bray-Curtis dissimilarity index and permutational multivariate analysis of variance (PERMANOVA) (n = 3). Statistics are provided as inset panels. (A) Inoculum, enrichment cultures of P1 and P2. (B) Only samples from enrichment cultures of P1 and (C) P2.
Summary of the top 5 most abundant ASVs and families in the midgut and hindgut, procedure 1 (3T), procedure 2 (6T) and inoculum samples. The relative abundance of n = 3 was averaged.
| Strategy | Gut Compartment | Culture | ASVs | Relative Abundance (%) | Family | Relative Abundance (%) |
|---|---|---|---|---|---|---|
|
| Midgut | Inoculum | 14 | Bacillaceae | 22 | |
| 5 | Xanthomonadaceae | 4 | ||||
| 4 | Promicromonosporaceae | 4 | ||||
| 4 | Ruminococcaceae | 2 | ||||
| 3 | Enterococcaceae | 1 | ||||
| Enrichment | 32 | Dysgonomonadaceae | 47 | |||
| 18 | Heliobacteriaceae | 17 | ||||
| 9 | Family_XI | 8 | ||||
| 6 | Desulfovibrionaceae | 5 | ||||
| 6 | Lachnospiraceae | 4 | ||||
| Hindgut | Inoculum | 5 | Ruminococcaceae | 28 | ||
| 5 | Christensenellaceae | 13 | ||||
| 3 | Desulfovibrionaceae | 12 | ||||
| 3 | Dysgonomonadaceae | 11 | ||||
| 2 | Lachnospiraceae | 10 | ||||
| Enrichment | 16 | Dysgonomonadaceae | 31 | |||
| 12 | Heliobacteriaceae | 21 | ||||
| 11 | Ruminococcaceae | 10 | ||||
| 9 | Lachnospiraceae | 7 | ||||
| 5 | Desulfovibrionaceae | 10 | ||||
|
| Midgut | Inoculum | 7 | Promicromonosporaceae | 12 | |
| 3 | Bacillaceae | 6 | ||||
| 3 | Microbacteriaceae | 4 | ||||
| Lactobacillales (order) (Bacilli) | 2 | Enterococcaceae | 4 | |||
| 2 | Xanthomonadaceae | 4 | ||||
| Enrichment | 10 | Marinilabiliacea | 28 | |||
| 8 | Dysgonomonadaceae | 22 | ||||
| 6 | Ruminococcaceae | 10 | ||||
| 6 | Heliobacteriaceae | 7 | ||||
| 6 | Clostridiaceae | 7 | ||||
| Hindgut | Inoculum | 10 | Christensenellaceae | 16 | ||
| 4 | Ruminococcaceae | 15 | ||||
| 3 | Eubacteriaceae | 10 | ||||
| Lactobacillales (order) (Bacilli) | 3 | Enterococcaceae | 7 | |||
| 3 | Lachnospiraceae | 5 | ||||
| Enrichment | 16 | Dysgonomonadaceae | 22 | |||
| 6 | Marinilabiliaceae | 19 | ||||
| NA. (Marinilabiliaceae) | 5 | Ruminococcaceae | 12 | |||
| 5 | Heliobacteriaceae | 10 | ||||
| 4 | Lentimicrobiaceae | 5 |
Figure 3Bacterial community composition at the family level, analyzed by 16S rRNA gene amplicon sequences (n = 3) on day 30 of cultivation in the midgut and hindgut enrichment cultures, with three transfers in P1, six transfers for P2, and inocula from midgut and hindgut for both inoculum preparation methods. Individual genera within a color-defined family are separated by horizontal lines. The number of sequence reads was rarefied for better comparison. NC = not classified at the family level.
Figure 4Heat map of the relative abundance of key bioindicator ASVs in enrichment cultures via P1, P2, and their inocula. The ASVs were selected using the random forest machine learning technique.
Figure 5NMDS plots based on mcrA gene amplicon sequences using the Bray-Curtis dissimilarity index and permutational multivariate analysis of variance (PERMANOVA) (n = 3). Statistics are provided as inset panels. (A) Inocula, enrichment cultures of P1 and P2. (B) Only samples from enrichment cultures of P1 and (C) P2.
Figure 6Methanogenic community composition at the genus level analyzed by mcrA gene amplicon sequencing at 30 days of cultivation in midgut and hindgut cultures, over three transfers (P1), over six transfers (P2), and in inocula. NC = not classified at the genus level. The bars show the average of n = 3. Error bars were omitted to improve the figure visibility. The number of sequence reads was rarefied for better comparison.