| Literature DB >> 35474429 |
Silvia Arnone1, Massimiliano De Mei2, Francesco Petrazzuolo2, Sergio Musmeci3, Lorenzo Tonelli4, Andrea Salvicchi5, Francesco Defilippo6, Michele Curatolo6, Paolo Bonilauri6.
Abstract
The treatment of municipal wastewater produces clean water and sewage sludge (MSS), the management of which has become a serious problem in Europe. The typical destination of MSS is to spread it on land, but the presence of heavy metals and pollutants raises environmental and health concerns. Bioconversion mediated by larvae of black soldier fly (BSFL) Hermetia illucens (Diptera, Stratiomyidae: Hermetiinae) may be a strategy for managing MSS. The process adds value by generating larvae which contain proteins and lipids that are suitable for feed and/or for industrial or energy applications, and a residue as soil conditioner. MSS from the treatment plant of Ladispoli (Rome province) was mixed with an artificial fly diet at 50% and 75% (fresh weight basis) to feed BSFL. Larval performance, substrate reduction, and the concentrations of 12 metals in the initial and residual substrates and in larval bodies at the end of the experiments were assessed. Larval survival (> 96%) was not affected. Larval weight, larval development, larval protein and lipid content, and waste reduction increased in proportion the increase of the co-substrate (fly diet). The concentration of most of the 12 elements in the residue was reduced and, in the cases of Cu and Zn, the quantities dropped under the Italian national maximum permissible content for fertilizers. The content of metals in mature larvae did not exceed the maximum allowed concentration in raw material for feed for the European Directive. This study contributes to highlight the potential of BSF for MSS recovery and its valorization. The proportion of fly diet in the mixture influenced the process, and the one with the highest co-substrate percentage performed best. Future research using other wastes or by-products as co-substrate of MSS should be explored to determine their suitability.Entities:
Keywords: Biorefinery; Circular economy; Green chemistry; Metals; Municipal sewage sludge; Scavenger insects; Waste management
Mesh:
Substances:
Year: 2022 PMID: 35474429 PMCID: PMC9481477 DOI: 10.1007/s11356-022-20250-w
Source DB: PubMed Journal: Environ Sci Pollut Res Int ISSN: 0944-1344 Impact factor: 5.190
Fig. 1Larval weight (mg/larva) over time grown in the three substrates with different proportions of MSS (0, 50, and 75%) mixed with Gainesville diet, labeled S0, S50, and S75, respectively (bars represent standard errors)
Larval survival (LS) and prepupation (PP) (%, mean ± s.e.)
| S0 | S50 | S75 | |
|---|---|---|---|
| PP1 | 40.6 ± 0.15a | 48.0 ± 5.01a | 12.0 ± 2.13b |
| LS | 99.8 ± 1.00 | 96.8 ± 9.2 | 98.5 ± 7.7 |
1Values followed by different letters vary significantly at p < 0.05 according to Tukey’s test
Reduction of the MSS mixed substrates after the bioconversion (mean ± s.e.)
| S0 | S50 | S75 | F Anova | |
|---|---|---|---|---|
| WR % | 56.7 ± 0.38a | 47.2 ± 3.91a | 29.9 ± 1.96b | 28,605*** |
| WRI % | 6.3 ± 0.04a | 5.2 ± 0.75a | 3.3 ± 0.46b | 28,742*** |
Values followed by different letters in the same row vary significantly at p < 0.05 according to Tukey’s test
WR waste reduction % on fresh weight basis, WRI waste reduction index on dry weight basis
Chemical composition of the MSS that was used and of the three tested substrates before treatment and dry matter before (DMis) and after (DMrs) conversion. Values of nutrients are expressed as g/100gDM
| MSS | S0 | S50 | S75 | |
|---|---|---|---|---|
| Proteins | 38.1 | 13.9 | 25.1 | 30.3 |
| Lipids | 5.6 | 3.7 | 4.3 | 4.6 |
| Carbohydrates | 30.3 | 76.3 | 56.4 | 45.9 |
| DMis % | 22 | 36 | 29 | 25 |
| DMrs % | 42 | 34 | 27 |
BSFL nutrient composition (g/100gDM) and protein conversion rate (PrCR %) (mean ± s.e.)
| % of MSS | ||||
|---|---|---|---|---|
| S0 | S50 | S75 | ||
| Proteins | 39.3 ± 0.66a | 36.1 ± 0.75b | 35.4 ± 0.23b | 12,585*** |
| PrCR | 38.0 ± 2.40 | 38.4 ± 0.33 | 33.0 ± 5.47 | 0.038 n.s |
| Lipids | 28.4 ± 1.08a | 23.6 ± 1.13ab | 20.8 ± 1.72b | 8,059** |
| DM % | 30.2 ± 0.26a | 29.8 ± 1.00a | 26.7 ± 0.43b | 8,749** |
Values followed by different letters in the same row vary significantly at p < 0.05 according to Tukey’s test
n.s. not significant
Fig. 2The pH variation during the bioconversion on the three feeding substrates with different proportions of MSS (0, 50, and 75%) mixed with Gainesville diet, labeled S0, S50, and S75, respectively (bars represent standard errors)). One-way ANOVA result per check (in parenthesis) among treatments: F (0) = 56.050, p = 0.001; F (2) 1.444 n.s.; F (5) = 11.902, p = 0.001; F (7) = 102.307, p = 0.001; F (9) = 12.458, p = 0.001
Metal content (mg kg−1DM) in the initial substrates (Mis), and in the residual (Mrs) and in BSFL (M) at the end of the bioconversion process (mean ± s.e.)
| Tested substrates | ||||
|---|---|---|---|---|
| S0 | S50 | S75 | ||
| As | 0.15 ± 0.001a | 11.62 ± 0.01b | 19.86 ± 0.05c | |
| 0.27 ± 0.03a | 8.62 ± 1.65b | 12.75 ± 1.66b | ||
| 0.12 ± 0.01a | 0.61 ± 0.03ab | 1.58 ± 0.23b | ||
| Cd | 0.05 ± 0.003a | 0.75 ± 0.001b | 1.07 ± 0.00c | |
| 0.04 ± 0.003a | 0.51 ± 0.05b | 0.72 ± 0.02c | ||
| 0.39 ± 0.06a | 0.57 ± 0.33a | 2.52 ± 0.33b | ||
| Co | 0.16 ± 0.002a | 2.78 ± 0.20b | 4.36 ± 0.02c | |
| 0.30 ± 0.036a | 1.99 ± 0.39b | 2.81 ± 0.37b | ||
| 0.03 ± 0.007a | 0.06 ± 0.01a | 0.15 ± 0.03b | ||
| Cr | 0.80 ± 0.002a | 22.32 ± 0.08b | 36.16 ± 0.06c | |
| 1.43 ± 0.15a | 16.48 ± 3.39b | 23.56 ± 3.04b | ||
| 0.67 ± 0.19a | 0.65 ± 0.09a | 1.43 ± 0.42b | ||
| Cu | 9.41 ± 0.02a | 244.43 ± 1.21b | 407.22 ± 1.33c | |
| 18.62 ± 0.1a | 181.31 ± 34.94b | 262 ± 34.49b | ||
| 19.28 ± 0.85a | 21.79 ± 1.35a | 37.49 ± 8.99a | ||
| Fe | 279.49 ± 0.81a | 5341.22 ± 14.07b | 8607.24 ± 29.87c | |
| 377.35 ± 133.54a | 3708.44 ± 1103.69ab | 5348.25 ± 944.51b | ||
| 131.45 ± 3.10a | 195.69 ± 48.10a | 435.66 ± 102.89b | ||
| K | 12,222.85 ± 17.03a | 17,016.02 ± 118.61c | 11,372.86 ± 18.38b | |
| 26,872.28 ± 614.48b | 12,774.92 ± 2472.29a | 7242.17 ± 650.8a | ||
| 9412.85 ± 347.58a | 8748.19 ± 589.78a | 7960.37 ± 3364.80a | ||
| Mn | 79.93 ± 0.59a | 290.74 ± 0.40b | 420.48 ± 1.33c | |
| 97.99 ± 1.22a | 228.80 ± 31.50b | 288.59 ± 22.86b | ||
| 598.49 ± 72.87a | 511.21 ± 65.24a | 658.65 ± 46.94a | ||
| Mo | 0.76 ± 0.006a | 5.73 ± 0.01b | 8.44 ± 0.27c | |
| 1.31 ± 0.25a | 4.06 ± 0.82ab | 5.44 ± 0.77b | ||
| 0.46 ± 0.02a | 0.51 ± 0.04a | 0.78 ± 0.02b | ||
| Ni | 1.03 ± 0.008a | 16.61 ± 0.0b | 28.16 ± 0.08c | |
| 2.50 ± 0.35a | 11.97 ± 2.21b | 16.69 ± 2.40b | ||
| 0.99 ± 0.27a | 0.66 ± 0.03a | 1.00 ± 0.38a | ||
| Pb | 0.53 ± 0.003a | 42.13 ± 2.01b | 66.19 ± 0.13c | |
| 1.21 ± 0.16a | 33.03 ± 5.91b | 46.34 ± 5.20b | ||
| 1.99 ± 0.13a | 14.98 ± 2.46b | 23.03 ± 3.25b | ||
| Zn | 60.39 ± 0.32a | 783.43 ± 2.01b | 1258.79 ± 5.78c | |
| 110.98 ± 2.99a | 586.22 ± 112.68b | 813.19 ± 104.82b | ||
| 161.43 ± 9.10a | 169.26 ± 20.54ab | 225.35 ± 10.16b | ||
Values followed by the same letters in the same row vary significantly at p < 0.05 according to Tukey’s test
Metal reduction (%) in the three substrates (mean ± s.e.) on dry matter basis
| Metal | S0 | S50 | S75 |
|---|---|---|---|
| As | − 74.8 ± 16.11 | 25.79 ± 11.52 | 35.78 ± 6.93 |
| Cd | 7.75 ± 1.19 | 32.54 ± 5.05 | 31.45 ± 1.78 |
| Co | − 82.95 ± 18.75 | 27.12 ± 14.01 | 35.42 ± 7.06 |
| Cr | − 78.30 ± 16.14 | 26.09 ± 12.52 | 34.82 ± 6.92 |
| Cu | − 97.87 ± 1.08 | 25.72 ± 11.83 | 35.56 ± 7.06 |
| Fe | − 35.28 ± 39.37 | 30.48 ± 16.94 | 37.79 ± 9.08 |
| K | − 119.84 ± 3.95 | 24.79 ± 12.05 | 36.34 ± 4.62 |
| Mn | − 22.62 ± 1.99 | 21.28 ± 8.89 | 31.36 ± 4.48 |
| Mo | − 72.58 ± 28.06 | 29.25 ± 11.66 | 35.34 ± 7.74 |
| Ni | − 142.06 ± 27.95 | 27.87 ± 10.97 | 40.70 ± 7.05 |
| Pb | − 131.17 ± 26.01 | 21.66 ± 10.69 | 29.95 ± 6.52 |
| Zn | − 83.72 ± 3.24 | 25.12 ± 11.82 | 35.33 ± 6.99 |
X2metal = 32.705***; X2substrate 185.557***; X2 interaction 56.776***
Fig. 3Metal reduction (%) for each metal and substrate labeled S0, S50, and S75
Comparison among some bioconversion process variables obtained in this study on S50 and S75 substrates (2 first lines; mean ± se) and best results or ranges obtained by others authors studying BSFL growth on different substrates
| Mature larvae (day) | LW (mg/larva) | LS (%) | WR (%) | PrCR (%) | BSFL protein (g/100DM) | BSFL lipids (g/100DM) | |
|---|---|---|---|---|---|---|---|
| S50 | 16–17 | 176.0 ± 7.81 | 96.8 ± 9.2 | 47.2 ± 3.91 | 38.4 ± 0.33 | 36.1 ± 0.75 | 23.6 ± 1.13 |
| S75 | > 17 | 166.3 ± 10.09 | 98.5 ± 7.7 | 29.9 ± 1.96 | 39.3 ± 5.47 | 35.4 ± 0.23 | 20.8 ± 1.72 |
| 16–21a1 | 137a1 | 81.0 a1 | 63.3a1 | 15a1 | 16.9a1 | 7.6b | |
| 18a2 | 252a2 | 89.3a2 | 60.5a2 | 46.3a2 | 33.9a2 | ||
| 16.6c | 121.3c | 71–99d | 41.8c | 17.5–45.8e | 38.1c | 35d | |
| 12–19f | 90.8–219.8f | 90.0–99.7 g | 58.4–64.1 g | 42d | 8.6–17.0 h | ||
| 46.9 h | 46.6i | 67.4–84.8 h | 39.9–43.1f | ||||
| 38–46 l |
LW larval weight, LS larval survival, WR waste reduction, PrCR protein conversion rate
Reference: Substrate
aLalander et al. (2018): 1Primary sludge; 2dog food
bPermana and Ramadhani Eka Putra (2018): Spent coffee ground
cDiener et al. (2009): Chicken feed
dSheppard et al. (1994): Livestock waste
eSideris et al. (2021): Beverage by-products
fSpranghers et al. (2017): Different substrates
gCai et al. (2018): Mixed sewage sludge
hRaksasat et al. (2021): Mixed sewage sludge
iLiu et al. (2020): Sewage sludge as is
lOonincx et al. (2015): Food manufacturing by-products
Values of maximum metal concentration (mg kg−1DM) allowed in fertilizers and in raw material for feed
| Metal | Limits in fertilizer1 | Limits in raw materials for feed2 |
|---|---|---|
| As | - | 2–30ab |
| Cd | 1.5 | 2–15a |
| Cr | 0.5 | 0–15a |
| Cu | 230 | 40b |
| Ni | 100 | 4.05b |
| Pb | 140 | 5–400a |
| Zn | 500 | - |
1Maximum allowed concentrations in fertilizers according to the Italian D.Lgs. 29 aprile 2010 n. 75
2Maximum allowed concentrations in raw material for feed:aEC 2002; bNRC 2005
Fig. 4Feeding substrate S50: before (left) and after 9 days (right) of bioconversion with H. illucens