3.1 Effect of tobacco smoke on growth
Growth was studied by monitoring the optical density of the samples grown under tobacco smoke exposure for seven days. As shown in Fig.1, the growth pattern was different between the smoke-exposed culture and ambient. By increasing the exposure time, the difference increased, while CHL-2221 could not tolerate the stress induced by smoke and its growth was significantly lower than the control. Although CHL-2220 exhibited lower growth by day 3, it could tolerate the introduced smoke, and regain its growth performance by the end of the cultivation time. That is maybe because of microalgal cells' ability to survive under tobacco smoke, but they take time to adapt to adverse conditions.
The specific growth rate and biomass productivity of the studied strains are presented in Table 1. Under the ambient conditions, μmax in CHL-2220 and CHL-2221 was 0.506 day -1 and 0.445 day-1, respectively, indicating a significantly faster growth rate in CHL-2220. The μmax was not affected in CHL-2220, and it was approximately 0.500 day -1. While in CHL-2221, μmax decreased significantly from 0.445 to 0.376 day -1. The biomass productivity of CHL-2220 showed insignificant changes in response to tobacco smoke exposure. However, in CHL-2221, it significantly declined from 0.090 g DW L−1 d−1 to 0.065 g DW L−1 d−1. Obviously, CHL-2220 exhibited a faster growth rate and biomass productivity in comparison to CHL-2221; thus, it is considered a relatively tolerant strain.
Table 1. Specific growth rate and biomass productivity of CHL-2220 and CHL-2221 under ambient air and tobacco smoke treatment.
Strains/parameters
|
CHl-2220
|
CHL-2221
|
Control
|
Smoke treated
|
Control
|
Smoke treated
|
Specific growth rate
(μmax, day -1)
|
0.506±0.027
|
0.517±0.071
|
0.445±0.053
|
0.376±0.050*
|
Biomass productivity
(P, g DW L−1 d−1)
|
0.097±0.002
|
0.099±0.015
|
0.090±0.010
|
0.065±0.007*
|
Values are the mean ± SD of three replicates, while the “*” denotes to significant difference (P <0.05) with the corresponding control.
3.2 Effect of tobacco smoke on carotenoids level
Monitoring photosynthetic pigments such as chlorophyll and carotenoids offers a valuable understanding of cell stress, metabolic flux, and photosynthetic potential [31]. Changes induced by various stressors are initially detectable in photosynthetic pigments changes before the recognition of any changes in the growth [32]. Therefore, pigment analysis is broadly applied to understand photosynthetic organism’s responses towards stress. The pigment content under different conditions for both microalgae strain are presented in Fig.2. Interestingly, the carotenoid content was not affected in CHL-2220, and it slightly fluctuated between 0.32 and 0.34. The consistent content of carotenoids in CHL-2220 and its growth performance suggests that this strain was tolerant against the extended tobacco smoke treatment. This might be due to its defense mechanisms against toxic materials. Substantial changes were observed in CHL-2221; prior to the exposure, the Car/Chl ratio was 0.28, while it increased significantly to 0.43 (t-test, P >0.05) after treatment. The enhanced carotenoid to chlorophyll ratio suggests stress experience upon tobacco smoke exposure. Response to different stress conditions by enhancement of carotenoids was previously confirmed [33]. Specifically, the increased level of carotenoids that have been previously reported in Chlamydomonas experienced heavy metal stress induced by Cu, Ag, Cr, Cd and Hg [35]. Increased carotenoid levels have been associated with the increase of 1O2 (singlet oxygen), which is known as a reactive O2 species [33], suggesting the possible effect of toxic chemicals found in tobacco smoke.
3.3 Effect of tobacco smoke on biochemical components
In general, lipid content of both strains decreased under the presence of tobacco smoke. According to Fig.3a, the lipid content of CHL-2220 was 15.16% that reduced to 13.82% under tobacco smoke. The same trend was observed for the CHL-2221 strain as its lipid content decreased from 15.55% to 13.37% when growing under tobacco smoke compared to the control. Although the changes were not significant in the CHL-2220 strain, CHL-2221 showed a significant reduction after smoke treatment (Fig.3a), suggesting inhibition of lipid biosynthesis upon exposure to tobacco smoke. Accumulation of carbohydrates in microalgae frequently takes place under stress conditions. Besides, green microalgae tend to store starch as the main carbon and energy storage compound [36,37]. According to Fig.3b, the effect of smoke on carbohydrate content varied between the two strains. The carbohydrate content of CHL-2221 increased significantly under the presence of tobacco smoke, while it remained almost similar to the control in CHL-2220 after smoke exposure. Considering the growth inhibition of CHL-2221 and its carbohydrate accumulation, it can be suggested that this strain accumulates carbohydrates in response to tobacco smoke stress. As carbohydrate metabolism is the crucial player in maintaining the balance of photosynthesis and proliferation. Also, starch is the dominant storage molecule in Chlamydomonas [38], which is synthesized primarily and more intensively than lipids under mild stress conditions, and it is mobilized faster after turning to the normal condition [39]. However, an opposite trend was observed regarding the protein content, which increased in CHL-2220 and CHL-2221 from 30.91% and 35.48% to 34.56% and 36.55%, respectively (Fig.3c). A significant change of protein content was observed in CHL-2220, while it was insignificant in CHL-2221. This pattern was expected as CHL-2220 showed tolerance toward tobacco smoke and, therefore, it could synthesize proteins that confer this ability. Heat shock proteins are the common proteins that are usually expressed under stress conditions; however, further molecular studies are required to identify the differentially expressed proteins [40].
3.4 Effect of tobacco smoke on fatty acid profile
The fatty acid profile of CHL-2220 and CHL-2221 under both ambient conditions and smoke is presented in Table 2. The response of studied strains was different toward the accumulation of saturated fatty acids (SFAs), where SFAs content of CHL-2220 dropped from 29.15% to 20.44%. However, no significant changes were observed in SFAs content of CHL-2221, which remained at around 20%. Palmitic acid was the dominant constituent of SFAs, and showed significant changes upon culture treatment by tobacco smoke. It is known that palmitic acid is the most common component of the cell membrane and is the dominant SFAs [41]. Its significant changes in response to salinity stress have been reported previously [42,43], suggesting its possible role in acclimation to stress conditions. Commonly the studied strain showed lower palmitic acid in response to tobacco smoke, decreasing from 20.18% to 11.22% in CHL-2220 and from 10.78% to 7.79% in CHL-2221. In CHL-2220, the stearic acid did not demonstrate significant changes in response to tobacco smoke, while it significantly increased from 4.51% to 7.64% in CHL-2221.
Table 2. Comparison of fatty acid methyl esters of CHL-2220 and CHL-2221 under exposure to tobacco smoke and ambient air. The fatty acids with less than 1% content are not shown in the table.
FAMEs
|
CHl-2220
|
CHL-2221
|
Control
|
Smoke treated
|
Control
|
Smoke treated
|
c5 (Valeric Acid)
|
4.12±0.75
|
5.75±0.43*
|
3.65±0.67
|
4.55±0.62*
|
c16 (Palmitic)
|
20.01±1.48*
|
11.21±0.69
|
10.68±0.16*
|
7.31±0.42
|
C16:1 (Palmitoleic acid)
|
4.04±0.51*
|
3.35±0.44
|
4.36±0.97
|
3.32±0.17
|
c16:2 (Hexadecadienoic acid)
|
-
|
3.42±0.67*
|
-
|
3.94±0.17*
|
C16:3 (Palmitolinolenic)
|
3.16±0.46
|
5.18±1.42*
|
3.48±0.18
|
6.02±0.77*
|
C16:4 (Palmitidonic)
|
14.73±0.16
|
14.79±2.27
|
15.79±1.06*
|
10.19±0.81
|
c18 (Stearic)
|
4.32±0.58*
|
2.83±0.60
|
4.21±0.54
|
4.18±0.56
|
c18:1 (Oleic acid)
|
7.50±0.43
|
8.25±0.79
|
8.11±0.98
|
17.30±0.17*
|
C18:2 (Linoleic acid)
|
10.12±0.37*
|
7.66±0.86
|
9.81±1.00*
|
7.74±0.45
|
C18:3 (Alpha-linolenic acid)
|
29.97±1.29
|
30.10±5.78
|
29.72±0.94*
|
21.00±1.27
|
c19:3 (Nonadecatrienoic Acid)
|
0.23±0.02*
|
-
|
4.76±0.55*
|
-
|
c20:3 (dihomo-γ-linolenic acid)
|
-
|
5.67±1.18*
|
-
|
8.38±1.33*
|
c22:3 (Docosatrienoic acid)
|
-
|
-
|
-
|
3.28±0.69*
|
Ʃ SFAs
|
29.25±1.38*
|
24.14±1.94
|
21.21±1.75*
|
18.34±0.93
|
Ʃ MUFAs
|
11.59±0.66
|
15.97±1.63*
|
13.10±0.70
|
20.73±0.32*
|
Ʃ PUFAs
|
59.16±1.90
|
59.88±3.44
|
65.69±1.77*
|
60.93±1.24
|
Values are the mean ± SD of three replicates, while the “*” denotes to significant difference (P <0.05) with the corresponding control.
MUFAs content significantly affected CHL-2220 and increased from 12.46% to 20.93%, while it remained almost unchanged to around 112% in response to tobacco smoke in CHL-2221. Mutually in both strains, palmitoleic acid and oleic acid were the dominant MUFAs. The proportion of palmitoleic acid did not exhibit significant changes between strains and also in response to tobacco exposure. Although oleic acid content showed no significant changes in CHL-2220, it significantly elevated from 7.64% to 17.09% in CHL-2221. This suggests the accumulation of TAG as oleic acid as it is one of the major constituents of triacylglycerols (TAGs) [44]. Also, an increased level of oleic acid in response to salinity stress was detected in green microalgae [45].
PUFAs were the main components of FAMEs in the studied strains under smoke and control conditions. In CHL-2220, PUFAs content significantly increased in response to tobacco exposure from 59.49% to 66.88%. In CHL-2220, the increase of PUFAs content was attributed to the accumulation of C16:2 and C20:3 upon tobacco smoke exposure. However, CHL-2221 preserved almost the same content of PUFAs to around 62%. The most abundant PUFA in both strains was alpha-linolenic acid (C18:3), which is known as the dominant unsaturated fatty acid in many microalgae [46]. Alpha-linolenic acid content under ambient conditions were 29.79% and 31.20% in CHL-2220 and CHL-2221, which altered under the presence of smoke to 30.21% and 22.11%, respectively. The elevated alpha-linolenic acid has been reported in Chlamydomonas strain experiencing stress of phosphorous [47] and nitrogen [48] limitation. Interestingly, hexadecadienoic acid (C16:2) was not detected commonly in both strains under ambient conditions, while upon exposure to tobacco smoke, CHL-2220 and CHL-2221 accumulated C16:2 by 3.88% and 3.81%, respectively. Similarly, dihomo-γ-linolenic acid (C20:3) was not detected under aeration by smoke-free air; however, CHL-2220 and CHL-2221 upon exposure to tobacco smoke accumulated this fatty acid by 4.87% and 8.22%, respectively. It can be seen that exposure of studied strains to tobacco smoke provoked the synthesis of omega-3 and omega-6 fatty acids, which play an essential role in human health. Further molecular studies and toxic screening procedures are required before applying the lipid extract of these microalgae as a food supplement. However, by further study, the active compounds triggering the synthesis of omega-3 and omega-6 fatty acid can be identified for future applications.
3.5 Effect of tobacco smoke on biodiesel characteristics
To investigate the effect of tobacco smoke on biodiesel quality, some of the critical fuel properties such CN, IV, SV and DU were evaluated for both strains (Table 3). The DU designates the total mass proportion of mono- and polyunsaturated acids; thus, higher DU means higher unsaturation of fatty acids. The DU changes were not considerably different between the control and treated samples of CHL-2221. While, for CHL-2220 slight increase in the sample treated with tobacco smoke was detected, which showed a rise from 130.10 to 134.37. The level of DU significantly affects the CN, which indicates the ignition quality of the fuels. The studied strains exhibited relatively low CN value, and tobacco smoke treatment introduced dissimilar changes to the studied strains. In CHL-2220, the CN value decreased from 30.04 to 25.77 upon exposure to tobacco smoke. In contrast, in CHL-2221, the CN value raised from 26.15 to 29.20 after the treatment. Fuels with low CN tend to increase gaseous and particulate exhaust emissions, including unburned hydrocarbons (HCs), SOx, NOx, and CO, due to incomplete combustion [28]. However, fuels with greater CN exhibit better combustion, lower emissions, smother start-up, and less knocking of engines [49]. Higher CN can be achieved if the biodiesel contains fatty acids with lesser hydrocarbon branches and longer fatty acids length [50].
Table 3. Comparison of biodiesel characteristics of two strains of CHL-2220 and CHL-2221 under exposure to smoke and without it.
Biodiesel parameters
|
CHL-2220
|
CHL-2221
|
Biodiesel standard
|
Control
|
Smoke treated
|
Control
|
Smoke treated
|
EN
|
Degree of unsaturation (% wt)
|
129.91±3.25
|
135.74±5.33
|
144.48±3.45
|
142.60±2.17
|
-
|
Cetane number (CN)
|
30.34±1.32*
|
25.28±1.55
|
26.07±0.78
|
29.73±0.58*
|
≥51
|
Iodine value (IV, g I2/100 g)
|
180.34±4.96
|
201.73±7.63*
|
199.81±4.88*
|
184.53±3.57
|
≤120
|
Saponification value (SV)
|
221.72±2.61
|
223.94±1.48
|
220.73±2.86
|
218.79±2.25
|
-
|
Long chain saturation factor (LCSF)
|
4.16±0.38*
|
2.78±0.35
|
3.32±0.17
|
3.35±0.39*
|
-
|
Cold filter plugging point (CFPP, °C)
|
-3.41±1.19
|
-7.75±1.10*
|
-6.05±0.54*
|
-5.94±1.21
|
-
|
HHV (MJ kg-1)
|
37.63±0.16*
|
37.22±0.05
|
37.38±0.05
|
37.69±0.05*
|
37
|
Reference
|
This study
|
This study
|
This study
|
This study
|
(EN 14214, 2008)
|
Values are the mean ± SD of three replicates, while the “*” denotes to significant difference (P <0.05) with the corresponding control.
Iodine value (IV) is another measurement of the unsaturation within the mixture of fatty acids, which represents the grams of iodine that react with 100 g of FAME sample [51]. IV indicates that the unsaturated fatty acids in biodiesel rise with the double bond numbers in the fatty acid chain. The upper limit of IV suggested by the European standard is 120 [52]. The IV value of the CHL-2220 increased by exposure of tobacco smoke from 180.51 to 199.65 g I2 100 g−1. While the IV value in CHL-2221 dropped from 198.21 to 188.22 I2 100 g−1. In biodiesel, IV above 120 g I2 100 g−1 leads the PUFAs to become polymerized and form glycerides at high temperatures, which consequently cause the generation of deposits or deterioration of the lubricating oil [53]. Saponification value (SV) signifies the milligrams of potassium hydroxide (KOH) needed to saponify 1 g of FAMEs. SV has a negative correlation with the FA chain length. In this study, SV value was commonly beyond the European Standards (EN 14214) limit. The SV value of CHL-2220 was almost unchanged and remained around 224 after culture treatment with tobacco smoke. A slight decrease was observed in the SV value of CHL-2221 after the treatment, where the SV value declined from 221.84 to 216.19. It is known that the high SV requires extra methanol, and produces added glycerol but a reduced amount of biodiesel [54].
The CFPP of biodiesel indicates the minimum temperature that the fuel can provide trouble-free run in the systems [55]. The CFPP value rises substantially with the concentration of SFA in biodiesel. There was a slight decrease in CFPP of both studied strains in response to tobacco smoke. In CHL-2220, it slightly decreased from -4.28 °C to -6.89 °C, and in CHL-2221, it declined from -5.99 °C to -7.28 °C. It indicates that tobacco smoke introduced a positive impact on the studied strains. At the same time, temperature limits can be specified by each country individually for different periods of the year depending on the climate conditions. The long-chain saturation factor (LCSF) is an essential parameter controlling cetane number and IV of biodiesel, where high LCSF is desirable physicochemical properties of the produced biodiesel. In contrast, the longer the biodiesel carbon chains, the worse are their low-temperature properties [53]. In this experiment, the LCSF value was reduced in both strains by exposing cultures to tobacco smoke. In CHL-2220, it declined from 3.89 to 3.04, and in CHL-2221, it declined from 3.33 to 2.92. Higher heating value (HHV) is the volume of energy generated by the thorough combustion of a fuel or material. It is calculated in units of energy per volume of fuel [56]. It is known that the fuels with greater HHV are more competent for small-size engines [57]. The studied strains commonly exhibited the HHV values around 37, which is in the acceptable range suggested by EN [52].
The relatively higher SV value of the present strains suggests potentially a lower yield of biodiesel. Also, according to European standards (EN14214) and Australian standards for minimum CN value are 51 [52], [58]; the studied strain could not meet the standard CN values for biodiesel quality due to high DU value. Overall, the current results conclude that the DU of this strain should be decreased if it is selected to be used for biodiesel production. However, a single FAMEs cannot fulfill all the properties of ideal biodiesel. A proportionate balance between a higher amount of MUFAs such as oleic acid, and fewer SFAs and PUFAs would suffice the purpose. One solution can be blending microalgal biomass with other feedstocks to upgrade the quality [14]. The ester profile of the studied Chlamydomonas strains showed relatively high concentrations of PUFAs to beyond 60% due to a high proportion of palmitolinolenic, palmitidonic, linoleic acid and alpha-linolenic acid. On the other hand, the fatty acid profile demonstrated pharmacological potential for therapy or diet, as some of the key components such as linoleic acid and alpha-linolenic acid, are reported as bioactive metabolites [59].