| Literature DB >> 32120912 |
Nathália S A A Marques1,2,3, Israel G Sales da Silva1, Davi L Cavalcanti2,3, Patrícia C S V Maia1,2,3, Vanessa P Santos1,2,3, Rosileide F S Andrade3, Galba M Campos-Takaki3.
Abstract
The successful production of a biosurfactant is dependent on the development of processes using low cost raw materials. In the present work, an economically attractive medium composed of corn steep liquor and waste cooking oil was formulated to maximize the production of bioemulsifier by Mucor circinelloides UCP0001. A central rotational composite design was applied to statistical validation of the production. The emulsifying properties, stability under extreme conditions, its toxicity character, and the characterization of the bioemulsifier were determined. The best condition for biomolecule synthesis occurred in the assay 2 containing 4% of corn steep liquor and 3% waste soybean oil and exhibited 100% emulsification index for canola oil and petroleum, as well as excellent emulsifying activity for canola oil and burned engine oil. The nutritional factors studied showed statistical relevance, since all linear, quadratic effects and their interactions were significant. The bioemulsifier showed 2.69 g/L yield and the chemical character of the molecule structure was identified by FT-IR (Fourier Transform Infrared) spectroscopy. The bioemulsifier showed no toxicity to Artemia salina and Chlorella vulgaris. Stable emulsions were obtained under extreme conditions of temperature, pH, and salinity. These findings contribute to understanding of the relationship between production, physical properties, chemical composition, and stability of bioemulsifier for their potential applications in biotechnology, such as bioremediation of hydrocarbon-contaminated soil and water.Entities:
Keywords: agro-industrial waste; anionic emulsifier.; emulsifying activity; natural emulsifier; toxicity
Mesh:
Substances:
Year: 2020 PMID: 32120912 PMCID: PMC7175160 DOI: 10.3390/biom10030365
Source DB: PubMed Journal: Biomolecules ISSN: 2218-273X
Levels of experimental design of the central rotational composite design (RCCD 22).
| Factors | Levels | ||||
|---|---|---|---|---|---|
| −1.41 | −1 | 0 | +1 | +1.41 | |
| Corn steep liquor | 3.17 | 4 | 6 | 8 | 8.82 |
| Frying waste oil | 0.58 | 1.0 | 2 | 3 | 3.41 |
RCCD 22 factorial design containing corn steep liquor and waste cooking oil as independent variables and results for variables responses on emulsification activity and emulsification index.
| Assays | Components | Emulsification Index (EI 24 ) | Emulsification Activity (UE) | |||||
|---|---|---|---|---|---|---|---|---|
| Waste Cooking Oil | Corn Steep Liquor | Canola Oil | Corn Oil | Burned Engine Oil | Petroleum | Burned Engine Oil | Canola Oil | |
| 1 | +1(3) | +1(8) | 60.0 | 60.0 | 80.0 | 100.0 | 2.830 | 1.508 |
| 2 | +1(3) | −1(4) | 100.0 | 80.0 | 90.0 | 100.0 | 2.263 | 1.106 |
| 3 | −1(1) | +1(8) | 50.0 | 60.0 | 90.0 | 100.0 | 2.308 | 1.305 |
| 4 | −1(1) | −1(4) | 70.0 | 50.0 | 90.0 | 100.0 | 2.273 | 1.224 |
| 5 | 0(2) | +1.41(8.82) | 60.0 | 60.0 | 80.0 | 100.0 | 2.802 | 1.401 |
| 6 | +1.41(3.41) | 0(6) | 60.0 | 60.0 | 80.0 | 100.0 | 1.963 | 1.264 |
| 7 | 0(2) | −1.41(3.17) | 90.0 | 50.0 | 90.0 | 100.0 | 2.279 | 1.437 |
| 8 | −1.41(0.58) | 0(6) | 70.0 | 60.0 | 80.0 | 100.0 | 2.634 | 1.377 |
| 9 | 0(2) | 0(6) | 80.0 | 60.0 | 90.0 | 100.0 | 2.644 | 1.648 |
| 10 | 0(2) | 0(6) | 80.0 | 60.0 | 90.0 | 100.0 | 2.648 | 1.654 |
| 11 | 0(2) | 0(6) | 70.0 | 70.0 | 80.0 | 100.0 | 2.650 | 1.645 |
| 12 | 0(2) | 0(6) | 70.0 | 60.0 | 80.0 | 100.0 | 2.648 | 1.649 |
Figure 1Macroscopic appearance of emulsions formation by Mucor circinelloides bioemulsifier using canola oil (near A letter) and burnt engine oil (near B letter), respectively (A), and microscopic analysis of the emulsion formed by the bioemulsifier in burnt engine oil (B).
Figure 2Response surface graphic for interactive effect between concentrations of corn steep liquor (%) and waste cooking oil (%) on emulsification activities (EA) in canola oil.
Figure 3Response surface graph for interactive effect between concentrations of corn steep liquor (%) and waste cooking oil (%) on EA in motor oil.
ANOVA results for the quadratic model of AE in canola oil.
| ANOVA; Var.: Canola oil (AE); R-sqr = 0.98329; Adj: 0.96936 (2**(2) central composite, nc = 4 ns = 4 n0 = 2 factors, 1 Blocks, 12 Runs; MS Pure Error = 0.000851 | |||||
|---|---|---|---|---|---|
| Factor | SS | df | MS | F |
|
| (1) Soy post-frying oil (L) | 0.00096 | 1 | 0.000096 | 0.1122 | 0.754446 |
| Soy post-frying oil (Q) | 0.077905 | 1 | 0.077905 | 91.5448 | 0.000667 |
| (2) Corn steep liquor (L) | 0.017808 | 1 | 0.017808 | 20.9254 | 0.010226 |
| Corn steep liquor (Q) | 0.160956 | 1 | 0.160956 | 188.7146 | 0.000163 |
| 1L by 2L | 0.093660 | 1 | 0.093660 | 110.0591 | 0.000467 |
| Lack of fit | 0.003143 | 2 | 0.001571 | 1.8464 | 0.230371 |
| Pure error | 0.003404 | 4 | 0.000851 | ||
| Total SS | 0.391656 | 11 | |||
SS = sum of square; df = degrees of freedom; MS = mean square; F = F test; p = value.
ANOVA results for the quadratic model of AE in burned engine oil.
| ANOVA; Var.: Burned engine oil; R-sqr = 0.65802; Adj: 0.37303 (DCCR NT 2) | |||||
|---|---|---|---|---|---|
| Factor | SS | df | MS | F |
|
| (1) Corn steep liquor (L) | 0.023974 | 1 | 0.023974 | 3785.31 | 0.000009 |
| Corn steep liquor (Q) | 0.195301 | 1 | 0.195301 | 30836.94 | 0.000000 |
| (2) Soy post-frying oil (L) | 0.224662 | 1 | 0.224662 | 35473.00 | 0.000000 |
| Soy post-frying oil (Q) | 0.018447 | 1 | 0.018447 | 2912.69 | 0.000014 |
| 1L by 2L | 0.071022 | 1 | 0.071022 | 11214.04 | 0.000002 |
| Lack of fit | 0.268831 | 3 | 0.089610 | 14148.98 | 0.000001 |
| Pure error | 0.000019 | 3 | 0.000006 | ||
| Total SS | 0.786152 | 11 | |||
SS = sum of square; df= degrees of freedom; MS = mean square; F = F test; p = value.
Figure 4Influence of the independent variables (corn steep liquor and frying residual oil) and their interactions on canola oil EA.
Figure 5Influence of the independent variables (corn steep liquor and frying residual oil) and their interactions on engine burned oil EA.
Emulsification of motor oil and canola oil stability for 120 days on acid, neutral, and alkaline pH conditions (data expressed as mean ± standard deviation).
| Time (Days) | Emulsification Index (EI24) | |||||
|---|---|---|---|---|---|---|
| pH 4 | pH 7 | pH 9 | ||||
| Motor Oil | Canola Oil | Motor Oil | Canola Oil | Motor Oil | Canola Oil | |
| 1 | 98.3 ± 1.2 | 99.0 ± 0.7 | 91.0 ± 0.4 | 80.2 ± 0.2 | 90.7 ± 0.2 | 70.3 ± 0.2 |
| 15 | 96.3 ± 1.1 | 98.1 ± 1.3 | 91.0 ± 0.4 | 80.8 ± 0.2 | 85.4 ± 0.1 | 60.5 ± 0.4 |
| 30 | 85.1 ± 0.4 | 70.5 ± 0.4 | 85.4 ± 0.2 | 80.8 ± 0.6 | 80.4 ± 0.2 | 60.5 ± 0.4 |
| 60 | 80.2 ± 0.1 | 70.5 ± 0.0 | 85.4 ± 0.2 | 80.5 ± 0.0 | 80.3 ± 0.2 | 60.8 ± 0.3 |
| 90 | 80.7 ± 0.5 | 70.4 ± 0.5 | 85.3 ± 0.2 | 80.1 ± 0.1 | 80.2 ± 0.1 | 60.6 ± 0.5 |
| 120 | 80.0 ± 0.4 | 70.5 ± 0.7 | 85.3 ± 0.2 | 80.2 ± 0.1 | 80.2 ± 0.1 | 60.5 ± 0.3 |
Motor oil and canola oil emulsification stability over 120 days on different salinity concentrations (data expressed as mean ± standard deviation).
| Time (Days) | Emulsification Index (I24) | |||||
|---|---|---|---|---|---|---|
| 2% NaCl | 15% NaCl | 30% NaCl | ||||
| Motor Oil | Canola Oil | Motor Oil | Canola Oil | Motor Oil | Canola Oil | |
| 1 | 98.4 ± 0.2 | 97.4 ± 0.4 | 70.2 ± 0.2 | 75.2 ± 0.2 | 60.4 ± 0.1 | 70.1 ± 0.0 |
| 15 | 95.1 ± 0.0 | 95.1 ± 0.1 | 60.3 ± 0.1 | 70.2 ± 0.2 | 50.6 ± 0.2 | 70.5 ± 0.0 |
| 30 | 90.2 ± 0.2 | 90.6 ± 0.2 | 62.1 ± 0.1 | 70.1 ± 0.2 | 50.6 ± 0.1 | 70.5 ± 0.0 |
| 60 | 90.2 ± 0.2 | 91.1 ± 0.1 | 60.3 ± 0.2 | 60.4 ± 0.2 | 57.3 ± 4.5 | 60.6 ± 0.4 |
| 90 | 90.5 ± 0.4 | 92.4 ± 0.4 | 60.2 ± 0.2 | 65.2 ± 0.1 | 50.5 ± 0.3 | 60.5 ± 0.0 |
| 120 | 90.2 ± 0.2 | 92.0 ± 1.3 | 61.4 ± 0.1 | 65.2 ± 0.1 | 50.4 ± 0.4 | 60.6 ± 0.2 |
Motor oil and canola oil emulsification stability for 120 days on different temperatures treatments (data expressed as mean ± standard deviation).
| Time (Days) | Emulsification Index (EI24) | |||||
|---|---|---|---|---|---|---|
| 4 °C | 60 °C | 121 °C | ||||
| Motor Oil | Canola Oil | Motor Oil | Canola Oil | Motor Oil | Canola Oil | |
| 0 | 95.3 ± 0.2 | 80.4 ± 0.2 | 98.3 ± 0.2 | 81.0 ± 0.4 | 95.2 ± 0.1 | 60.4 ± 0.2 |
| 15 | 94.4 ± 0.2 | 80.8 ± 0.8 | 90.5 ± 0.3 | 80.8 ± 0.2 | 95.6 ± 0.2 | 60.5 ± 0.0 |
| 30 | 90.2 ± 0.2 | 61.0 ± 0.1 | 91.7 ± 0.6 | 70.2 ± 0.2 | 70.2 ± 0.0 | 65.0 ± 0.1 |
| 60 | 71.0 ± 0.0 | 61.6 ± 0.2 | 89.5 ± 0.0 | 70.1 ± 0.0 | 70.7 ± 0.4 | 60.6 ± 0.2 |
| 90 | 70.2 ± 0.2 | 60.2 ± 0.1 | 90.4 ± 0.2 | 70.7 ± 0.3 | 70.4 ± 0.2 | 55.5 ± 0.3 |
| 120 | 70.1 ± 0.0 | 60.2 ± 0.1 | 90.2 ± 0.1 | 71.3 ± 0.3 | 70.8 ± 0.3 | 50.6 ± 0.4 |