For this study, the analysis of the GC-MS data was done using ChemStation software with two databases for mass spectral comparison. The primary database used was NIST version 2.0d Standard Reference Database. Analyte identification was done in ChemStation Enhanced Data Analysis by comparing spectra obtained from the GC-MS runs with spectra contained in the NIST SRD. Analyte matches with equal to or greater than 90% similarity to the NIST database.
The results of the GC-MS analysis obtained from the present study has shown an extensive elimination of a wide range of hydrocarbons by each of the bacterial species used for this study, presented in Fig. 1A–C and 2A–C. Most of these eliminated compounds are short-chain and medium-chain hydrocarbons. Similarly, a drastic change in the composition of the peak areas was also observed. Thus, suggesting partial biodegradation of the composition of crude oil. However, the GC-MS analysis indicated some other hydrocarbon compounds were unaffected throughout the duration of the microcosms study. This could suggests the inability of both P. aeruginosa and P. lurida to degrade these hydrocarbons compounds. Interestingly, the species were observed to have lowered the abundance of hydrocarbons used in this study.
GC-MS analysis of crude oil degradation by Pseudomonas aeruginosa The chromatograms and bacterial growth curves in Figs. 1A, B, and C were obtained from a biodegradation study with a single strain of P. aeruginosa incubated at 30°C for a period of five weeks. The T0 chromatogram represents the crude oil profile on day one before being incubated while T5 showed the biodegradation profile of the components of crude in the fifth week when the experiment was terminated. The bacterial growth curve in Fig. 1C has indicated a rapid adaptation by Pseudomonas aeruginosa in the biodegradation study. The exponential growth by the bacterial species observed between T1 and T2 suggests a suitable utilization of the crude oil constituents by this bacterium. The bacterial growth was noted to have plateaued at T2 to T4 and then started declining suggesting that the preferential components were already being exhausted by bacterium (Fig. 1C). The GC analysis indicated an overall reduction of the abundance of the crude oil components by 50% in the soil microcosm with single strain P. aeruginosa. The GCMS showed the higher abundance of most carbon compounds present in the right side of the chromatogram at retention time between 40 and 52 (Fig. 1A and figure B). When compared the GCMS data in T0 (Fig. 1A) with T5 (Fig. 1B), it was observed that C13 was broken down to C6 at the same retention time i.e. broken down from Oxalic acid, allyl octadecyl ester to Butane, 2,2-dimethyl- (Table 1), C12 to C10, C15 to C14, C21 to C16 and another C21 to C20 (Table 1) all of which were partially degraded. Some hydrocarbon compounds were observed to have been degraded completely, and these compounds can be seen in the T0 GC chromatogram (Fig. 1A) e.g. C6, C7, C9, C16, C17, and C21 at retention time 6.88 min, 8.427 min, 43.219 min, 13.11 min, 37.279 min, 40.925 min, 46.755 min, respectively, but are not present at later in T5 GC chromatogram (Fig. 1B). A list of partially degraded and completely degraded carbon compounds is presented in Table 1. However, other compounds appeared to be the same throughout the process of biodegradation.
Table 1
List of degraded, partially degraded, and non-degraded compounds by P. aerugenosa
S/No | Compounds completely degraded | Compounds partially degraded | Compounds not degraded |
1 | O-xylene | Decane,4-methyl | Decahydro-4,4,8,9,10-pentamethylnaphthalene |
2 | Oxalic acid, allyloctadecyl ester | Dodecane | Undecane |
3 | Benzene,1,2,4-trimethyl | Hexadecane | Tetradecane |
4 | Heptadecane | Pentadecane,2,6,10,14-tetramethyl | Pentadecane |
5 | Heneicosane | Docosane | 1H-Indene, octahydro-2,2,4,4,7,7-hexamethyl-,trans- |
6 | Bicyclo[4.1.0]heptane,7-butyl | | Pentadecane, 2,6,10-trimethyl- |
7 | Dodecane,2,6,10-trimethyl | | Tetratetracontane |
The GC-MS data indicated the efficiency of P. aeruginosa to degrade short and medium-chain hydrocarbon. The low molecular weight of these compounds could possibly be the reason for their early elimination. A substantial decrease in the peak area of some compounds was observed which could possibly indicate a partial degradation of these hydrocarbons within the range of C18 and C24 (Figs. 1A and 1B). Likewise, the GC analysis showed the rest of the compounds remained intact after the five weeks degradation period in Table 1. This suggests the inability of P. aeruginosa to degrade long-chain hydrocarbon of more than C24 carbon.
GC-MS analysis of crude oil degradation by Pseudomonas lurida
The chromatograms and bacterial growth curve (Fig. 2A, B and C) were obtained from microcosm with a single strain of P. lurida incubated at 30°C for five weeks. The T0 chromatogram represents the crude oil profile on day one before being incubated while T5 showed the biodegradation profile of the components of crude in the fourth week when the experiment was terminated.
The GC analysis for the biodegradation of crude oil by P. lurida has indicated the elimination of many peaks of mostly less than ten carbon atoms. However, a peak identified C24 i.e. tetracosane was observed to have been disappeared after the degradation period of five weeks. New peaks were also noted to have emerged at the end of the biodegradation period. These peaks indicate the presence of compounds such as Hexadecane, Hexadecane,2,6,10-tetramethyl, heneicosane, and pentacosane in Fig. 2B. The abundance of some peaks were observed to have been reduced by nearly 50% or higher when compared to the total abundance of T0 GC chromatogram and T4 GC chromatogram. This could possibly suggest a partial degradation in which the initially identified crude oil components might have been metabolized and resulted in the yield of other compounds of lower molecular weight (Figs. 2A and B as well as Table 2). P. lurida may have not eliminated most of the hydrocarbon compounds of more than C12 n-alkanes but has drastically reduced the abundance of many peaks at the completion of the study. This is in addition to a compound with high molecular weight which was observed to have been eliminated at the end of the study of the microcosm. This is the first study to have reported biodegradation of crude oil by P. lurida.
Table 2
List of degraded, partially degraded and non-degraded compounds
S/No | Degraded Compounds | Partially Degraded Compounds | Not Degraded Compounds |
1 | Toluene | Dodecane | Undecane |
2 | Cyclohexane,2-propenyl- | Octane,2,6-dimethyl- | Octane,2,6-dimethyl-, |
3 | p-xylene | Sulphurous acid, decylpentyl ester | Tetradecane |
4 | Ethylbenzene | Hexacosane | Decahydro-4,4,8,9,10-pentamethylnaphthalene |
5 | Benzene,1,2,3-trimethyl | 1H-Indene,octahydro-2,2,4,4,7,7-hexamethyl-,trans- | Pentadecane |
6 | Benzene,1,3,5-trimethyl- | | Pentadecane,2,6,10,14-tetramethyl |
7 | Tetracosane | | Heptadecane |
8 | | | Octadecane |
9 | | | Eicosane |
10 | | | Docosane |
11 | | | Tetratetracontane |
The bacterium was also observed to have recorded the highest number of un-degraded crude oil components. Therefore, the lower growth rate of the bacterium could suggest the reason for the least elimination of crude oil components in this study. The list of the degraded hydrocarbons, partially degraded and un-degraded hydrocarbons compounds were presented in Table 2.
Results of qPCR analysis
The results of the qPCR analysis indicate the highest relative gene fold for 4-hydroxybenzoate 3-monooxygenase gene from the microcosms with a novel P. lurida (Fig. 5), followed by alkane monooxygenase gene (Fig. 6) from the study with P. aeruginosa, and lastly catechol-2,3-dioxygenase gene in a study with P. lurida (Fig. 7). The relative fold expression of genes coding for the crude oil-degrading enzymes detected by the analysis of the qPCR has indicated a colossal variation among the analysed functional genes between the two studied bacterial species. For instance, the analysis by the qPCR has successfully detected the gene expression for catechol,2,3-dioxygenase (cat23), and benzoate monooxygenase (ben) genes from the crude oil biodegradation study with P. lurida. However, these two functional genes were not detected in the similar study with P. aeruginosa. But there was a successful detection of the alkane monooxygenase (alkB) gene from the microcosms with P. aeruginosa. Similarly, a substantially higher relative fold expression of the 4-hydroxybenzoate monooxygenase gene has been recorded as 2.1x1014 fold after the first week (T1) compared to day zero (T0) of the crude oil degradation process by the novel P. lurida (Fig. 5).
Conversely, an extremely lower relative gene fold of 60.91 for the cat23 gene was observed in a microcosm with P. lurida (Fig. 6). Thus, that is the lowest gene expression fold observed from this study. In the same vein, the relative gene fold of 2156.87 was detected for the alkB gene from the microcosms with P. aeruginosa (Fig. 6). Thus, significantly higher than the detected gene expression fold for the cat23 gene and greatly lower than the Ben gene. The extremely higher relative abundance of the 4-hydroxybenzoate monooxygenase gene detected from the microcosms with P. lurida during the first week of the experiment could indicate an immediate activation of this gene following the experiment set up.