| Literature DB >> 26989618 |
Kevin Stemmler1, Rebecca Massimi1, Andrea E Kirkwood1.
Abstract
Much research has focused on growing microalgae for biofuel feedstock, yet there remain concerns about the feasibility of freshwater feedstock systems. To reduce cost and improve environmental sustainability, an ideal microalgal feedstock system would be fed by municipal, agricultural or industrial wastewater as a main source of water and nutrients. Nonetheless, the microalgae must also be tolerant of fluctuating wastewater quality, while still producing adequate biomass and lipid yields. To address this problem, our study focused on isolating and characterizing microalgal strains from three municipal wastewater treatment systems (two activated sludge and one aerated-stabilization basin systems) for their potential use in biofuel feedstock production. Most of the 19 isolates from wastewater grew faster than two culture collection strains under mixotrophic conditions, particularly with glucose. The fastest growing wastewater strains included the genera Chlorella and Dictyochloris. The fastest growing microalgal strains were not necessarily the best lipid producers. Under photoautotrophic and mixotrophic growth conditions, single strains of Chlorella and Scenedesmus each produced the highest lipid yields, including those most relevant to biodiesel production. A comparison of axenic and non-axenic versions of wastewater strains showed a notable effect of commensal bacteria on fatty acid composition. Strains grown with bacteria tended to produce relatively equal proportions of saturated and unsaturated fatty acids, which is an ideal lipid blend for biodiesel production. These results not only show the potential for using microalgae isolated from wastewater for growth in wastewater-fed feedstock systems, but also the important role that commensal bacteria may have in impacting the fatty acid profiles of microalgal feedstock.Entities:
Keywords: Biofuel; FAME; Fatty acids; Microalgae; Wastewater
Year: 2016 PMID: 26989618 PMCID: PMC4793327 DOI: 10.7717/peerj.1780
Source DB: PubMed Journal: PeerJ ISSN: 2167-8359 Impact factor: 2.984
List of microalgal strains.
List of microalgal strains assessed in this study including nineteen municipal wastewater treatment plant (WWTP) isolates and two Canadian Phycological Culture Collection (CPCC) reference strains.
| Taxonomic ID | Strain ID | Isolating medium | Treatment stage | Site of origin |
|---|---|---|---|---|
| B1N | CHU10 | Mid-stage secondary treatment | Port Perry, Ontario WWTP | |
| B2H | BG11 | Final stage of secondary treatment | Hamilton, Ontario WWTP | |
| C1U | Unknown | CPCC Reference strain (CPCC 266) | Unknown (USA) | |
| C3N | CHU10 | Mid-stage secondary treatment | Port Perry, Ontario WWTP | |
| C4C | CHU10 | Mid-stage secondary treatment | Whitby, Ontario WWTP | |
| C5C | CHU10 | Mid-stage secondary treatment | Whitby, Ontario WWTP | |
| C6C | CHU10 | Mid-stage secondary treatment | Whitby, Ontario WWTP | |
| D1N | CHU10 | Final stage of secondary treatment | Port Perry, Ontario WWTP | |
| E1H | BG11 | Final stage of secondary treatment | Hamilton, Ontario WWTP | |
| E2C | CHU10 | Mid-stage secondary treatment | Whitby, Ontario WWTP | |
| E3N | CHU10 | Final stage of secondary treatment | Port Perry, Ontario WWTP | |
| M1H | BG11 | Mid-stage secondary treatment | Hamilton, Ontario WWTP | |
| S1B | Unknown | CPCC Reference strain CPCC 10 | Boucher Lake, ON | |
| S2N | CHU10 | Final stage of secondary treatment | Port Perry, Ontario WWTP | |
| S3N | CHU10 | Final stage of secondary treatment | Port Perry, Ontario WWTP | |
| S4N | CHU10 | Mid-stage secondary treatment | Port Perry, Ontario WWTP | |
| S5N | CHU10 | Final stage of secondary treatment | Port Perry, Ontario WWTP | |
| S6H | BG11 | Mid-stage secondary treatment | Hamilton, Ontario WWTP | |
| S7H | BG11 | Mid-stage secondary treatment | Hamilton, Ontario WWTP | |
| S8C | CHU10 | Mid-stage secondary treatment | Whitby, Ontario WWTP | |
| S9C | CHU10 | Mid-stage secondary treatment | Whitby, Ontario WWTP |
Figure 1Comparison of growth rates under different conditions.
Comparison of mean (n = 3) exponential phase specific-growth rates between microalgal strains grown under photoautotrophic, mixotrophic, and heterotrophic conditions. Error bars reflect standard error of the mean.
Figure 2Comparison of trophic profiles among microalgal strains.
Comparison of trophic profiles (photoautotrophic, mixotrophic, and heterotrophic) among strains using cluster analysis based on unweighted pair-group average (UPGMA) using the Bray-Curtis Similarity Index showing Bootstrap analysis values (N=1,000) at each node.
Figure 3PCA biplots A, B and C.
Principal component analysis (PCA) biplots of fatty acid methyl esters from microalgal strains grown under photoautotrophic (A) mixotrophic (acetate) (B) and mixotrophic (glucose) (C) conditions. Fatty acids are represented by green lables and algal strains are indicated in blue by their strain identification. Strains with an asterisk (*) denote axenic status.
Regressions using PCA scores.
Regression coefficients (R2) from least-squares linear regression of principle component axis scores and fatty acid proportions for photoautotrophic and mixotrophic conditions. Only statistically significant coefficients are reported (p ≤ 0.05).
| Fatty acids | PC Axis 1 ( | PC Axis 2 ( |
|---|---|---|
| linoleic acid methyl ester | 0.8 | |
| oleic acid methyl ester (cis) | 0.7 | |
| palmitic acid methyl ester | 0.92 | |
| 12-methyltetradecanoic acid methyl ester | 0.72 | |
| erucic acid methyl ester | 0.86 | |
| linoleic acid methyl ester | 0.76 | |
| oleic acid methyl ester (cis) | 0.87 | |
| palmitic acid methyl ester | 0.81 | |
| arachidic acid methyl ester | 0.76 | |
| 14-methylpentadecanoic acid methyl ester | 0.74 | |
| arachidic acid methyl ester | 0.94 | |
| linoleic acid methyl ester | 0.88 | |
| myristic acid methyl ester | 0.96 | |
| oleic acid methyl ester (cis) | 0.95 | |
| palmitic acid methyl ester | 0.98 | |
| palmitoleic acid methyl ester | 0.94 | |
| stearic acid methyl ester | 0.96 | |
| 13-methyltetradecanoic acid methyl ester | 0.94 | |
| 14-methylpentadecanoic acid methyl ester | 0.93 | |
| 15-methylhexadecanoic acid methyl ester | 0.94 | |
| 9,10-methylene-hexadecanoic acid ME | 0.94 | |
| margaric acid methyl ester | 0.94 | |
| pentadecanoic acid methyl ester | 0.94 |
Neutral lipids in isolates under different trophic conditions.
Comparison of mean (n = 3) total neutral lipids among select axenic and non-axenic strains (axenic strains denoted by * beside the strain name). Standard deviations are in brackets. All treatments for each strain were compared using ANOVA (α = 0.05) and the Holm-Sidak method. Statistically significant differences are denoted by: A, photoautotrophic is significantly different from mixotrophic (glucose); B, photoautotrophic is significantly different from mixotrophic (acetate); C, mixotrophic (glucose) is significantly different from mixotrophic (acetate); Z, all treatments are significantly different from each other.
| Neutral Lipids (ng⋅cell−1) | ||||
|---|---|---|---|---|
| Strain ID | Photoautotrophic | Mixotrophic (Glucose) | Mixotrophic (Acetate) | Multiple comparisons statistical differences |
| B1N* | 22.1 (0.56) | 45.9 (0.256) | 14.9 (0.186) | Z |
| B1N | 7.49 (0.334) | 62.6 (0.359) | 5.06 (0.012) | Z |
| C3N* | 776 (24.9) | 565 (15.88) | 714 (16.1) | Z |
| C3N | 318 (18.2) | 262 (4.238) | 172 (2.18) | Z |
| D1N* | 25.6 (0.396) | 5.22 (0.046) | 4.84 (0.07) | AB |
| D1N | 34.2 (2.09) | 5.75 (0.060) | 5.59 (0.181) | AB |
| S2N* | 59.6 (2.16) | 30.5 (0.293) | 26.4 (0.451) | AB |
| S2N | 45.6 (2.35) | 44.4 (0.269) | 34.5 (0.913) | BC |
| S3N* | 49.1 (0.41) | 36.4 (1.315) | 12.6 (0.154) | Z |
| S3N | 70.5 (3.19) | 43.8 (0.724) | 18.9 (0.491) | Z |
| S5N* | 64.5 (3.22) | 40.8 (0.647) | 15.8 (0.233) | Z |
| S5N | 36.5 (2.31) | 34.6 (0.856) | 14.9 (0.439) | BC |
| S7H* | 629 (364) | 154 (2.196) | 76.3 (1.67) | Z |
| S7H | 66.2 (2.72) | 53.3 (0.501) | 51.3 (0.790) | AB |