Next Article in Journal
Numerical Investigation of the Use of Boron Nitride/Water and Conventional Nanofluids in a Microchannel Heat Sink
Next Article in Special Issue
Catalytic Degradation of Tetracycline Hydrochloride by Coupled UV−Peroxydisulfate System: Efficiency, Stability and Mechanism
Previous Article in Journal
Ternary Inclusion Complex of Sinapic Acid with Hydroxypropyl-β-cyclodextrin and Hydrophilic Polymer Prepared by Microwave Technology
Previous Article in Special Issue
Fe–Mn Oxide Composite Activated Peroxydisulfate Processes for Degradation of p-Chloroaniline: The Effectiveness and the Mechanism
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Heavy Metals Exacerbate the Effect of Temperature on the Growth of Chlorella sp.: Implications on Algal Blooms and Management

1
Chongqing Key Laboratory of Water Environment Evolution and Pollution Control in Three Gorges Reservoir, Chongqing Three Gorges University, Wanzhou 404020, China
2
Chongqing Communication Design Institute Co., Ltd., Chongqing 400041, China
3
College of Horticulture and Landscape Architecture, Southwest University, Chongqing 400716, China
4
Chongqing Landscape and Gardening Research Institute, Chongqing 401329, China
*
Authors to whom correspondence should be addressed.
Processes 2022, 10(12), 2638; https://doi.org/10.3390/pr10122638
Submission received: 7 November 2022 / Revised: 30 November 2022 / Accepted: 5 December 2022 / Published: 8 December 2022

Abstract

:
With the accelerated urbanization and rapid development of the industrial and agricultural sectors, concern about the pollution of water environments is becoming more widespread. Algal blooms of varying sizes are becoming increasingly frequent in lakes and reservoirs; temperatures, nutrients, heavy metals, and dissolved oxygen are the factors that influence algal bloom occurrence. However, knowledge of the combined effect of heavy metals and temperature on algal growth remains limited. Thus, this study investigated how specific concentrations of heavy metals affect algal growth at different temperatures; to this end, two heavy metals were used (0.01 mg/L Pb2+ and 0.05 mg/L Cr6+) at three incubation temperatures (15, 25, and 30 °C) with the alga Chlorella sp. A higher incubation temperature contributed to a rise in soluble proteins, which promoted algal growth. The density of algal cells increased with temperature, and catalase (CAT) decreased with increasing temperature. Chlorella sp. growth and catalase activity were optimal at 30 °C (algal cell density: 1.46 × 107 cell/L; CAT activity: 29.98 gprot/L). Pb2+ and Cr6+ significantly promoted Chlorella sp. growth during incubation at 25 and 30 °C, respectively. At specific temperatures, 0.01 mg/L Pb2+ and 0.05 mg/L Cr6+ promoted the production of soluble proteins and, hence, the growth of Chlorella sp. The results provide a useful background for the mitigation and prevention of algal blooms.

1. Introduction

After the construction of the Three Gorges reservoir in China, algal blooms have become widespread in tributary backwaters [1], causing increased concern. Algae are primary producers in water ecosystems, with microalgae contributing to at least 32% of global photosynthesis [2]. However, high temperatures, excessive amount of nutrients, and suitable amounts of dissolved oxygen in water can lead to algal blooms in lakes and reservoirs. Of these three factors, water temperature is the main cause of seasonal changes to eutrophication processes [3,4,5].
Wang et al. [6] demonstrated the toxicological effects of heavy metals on algae, showing that Pb2+ has a low-promoting and high-inhibiting effect on Microcystis aeruginosa. Furthermore, Cr3+ and Cd2+ positively affected the growth of Chlorella sp. at certain concentrations, and high concentrations negatively affected its normal growth [7]. Thus, low concentrations of heavy metals in the water appear to promote algal growth. However, the combined effect of heavy metals and temperature on algal growth remain unclear. The presence of heavy metals in water ecosystems stimulates the production of reactive oxygen species (ROS) in algal cells, inducing higher antioxidant enzyme activity (e.g., superoxide dismutase (SOD), catalase (CAT)). Soluble proteins reduce intracellular osmotic pressure to maintain normal water supply and cellular physiological functions under the presence of heavy metals. Therefore, it is necessary to establish how heavy metals impact algae [8].
Chlorella sp. is a dominant algae genus found in the Three Gorges reservoir area. It has a typical growth cycle of approximately 12 d, and survives laboratory conditions easily due to its good physiological tolerance. Therefore, Chlorella sp. represents a standard test organism for ecotoxicological studies [9]. Most studies on the eutrophication of water bodies focus on certain environmental factors, such as temperature, light, nutrients, and organic matter [2,10,11]. Further, these studies have explored the effects of temperature and heavy metals on algal growth as separate environmental factors, rather than combined [12,13,14,15,16]. For example, Staehr and Sand-Jensen [17] found that the interaction between nutrient availability, time of the year and, thus, ambient temperature was responsible for most of the observed variability in phytoplankton growth, photosynthesis, and respiration. Bestion et al. [18] developed a theoretical model to understand that the changes in temperature affect competitive interactions among phytoplankton. Carfagna et al. [19] found that both heavy metals, Pb and Cd, could alter the ultrastructure of algal cells and their physiological properties (growth, photosynthesis, respiration, and enzyme activity). Therefore, it is necessary to explore the combined effects of heavy metals and temperature on algae.
Here, we investigated how two heavy metals (Pb2+ and Cd6+) impact the growth and physiology of Chlorella sp. at different incubation temperatures. For different combinations of heavy metals and temperature, we analyzed the correlation between the growth and oxidative stress of Chlorella sp. by quantifying the protein, malondialdehyde (MDA), SOD, and CAT enzyme activity. Our results are expected to provide a theoretical basis for preventing and controlling eutrophication and water pollution in the Three Gorges reservoir area of China, and provide a useful background for the mitigation and prevention of algal blooms.

2. Materials and Methods

2.1. Materials and Instruments

Chlorella sp. was purchased from the Freshwater Algae Culture Collection at the Institute of Hydrobiology (Wuhan, China). The algal cell culture medium was BG11 [20], which is considered suitable for freshwater algae cultures. The algae were cultured under aseptic conditions. The medium and containers used in the experiment were sterilized in an autoclave prior to use. Pb(NO3)2 and K2Cr2O7 were added to the BG11 medium separately according to the experimental design.
The main instruments used in the experiments and analyses were: a thermostatic climate incubator (ZRX, Qianjiang Instrument Equipment Co., Ltd., Hangzhou, China), a vertical pressure steam sterilizer (LDZF-30KB-III, Shen’an Medical Instrument Factory, Shanghai, China), a pH meter (IS128S, Yimai Instrument Technology Co., Ltd., Shanghai China), a thermostatic water bath (HHW-4, Xinno Instrumentation Co., Ltd., Shanghai, China), an ultra-clean workbench (BCM-1300, Boris Purification Technology Co., Ltd., Suzhou, China), an electronic microscope (LW40, Calvin Optoelectronic Technology Co., Ltd., Shanghai, China), an ultrasonic cell grinder (JX-1A, Jingxin Industrial Development Co., Ltd., Shanghai, China), an ultraviolet–visible spectrophotometer (T6 New Century, Seiko Scientific Instrument Co., Ltd., Shanghai, China), and a high-speed refrigeration centrifuge (SF-TGL18R, Ficchal Analytical Instrument Co., Ltd., Shanghai, China).

2.2. Experimental Design

Table 1 presents information on the experimental setup. In a preliminary experiment, 0.01 mg/L Pb2+ and 0.05 mg/L Cr6+ significantly promoted the growth of Chlorella sp. cells [21]. Therefore, the concentrations of Pb2+ and Cr6+ in the Chlorella sp. algae solution were set at 0.01 and 0.05 mg/L, respectively, and were incubated at 15, 25, and 30 °C. The control group contained no added metals. Three replicates of each concentration were used. The number, chlorophyll a content, and soluble protein and antioxidant enzyme activity of the algal cells were measured daily. The mixture was shaken once in the morning and once in the evening. The optimum temperature for Chlorella sp. growth was determined by recording the daily biomass and chlorophyll a content in the control group, and measuring the soluble protein, SOD, MDA, and CAT activity in the Chlorella sp. cells. The results were used to investigate the physiological effects of the dual stress of temperature and heavy metals.
The number of algal cells was determined using the optical density method [22]. Chlorophyll a content was determined using the hot ethanol method [23]. Soluble protein (A045-2-2), SOD (A001-1-1), MDA (A003-1-1), and CAT (A007-2-1) were determined using kits purchased from Jiancheng Biological Engineering Research Institute in Nanjing, Jiangsu Province, China.

2.3. Statistical Analysis

Origin 2021 and SPSS Statistics 25 were used for the data analysis. One-way analysis of variance (ANOVA) was used, with significance set at 0.05 and high significance at 0.01.

3. Results and Discussion

3.1. Simultaneous Effect of Temperature and Heavy Metals on the Growth of Chlorella sp.

3.1.1. Algal Cell Growth

The biomass of Chlorella sp. improved with increasing temperature and changed in the presence of the two heavy metals over the experimental period (Figure 1). During the first 2 d of incubation, the Chlorella sp. biomass did not noticeably change under the three temperatures (Figure 1A). However, from 3–7 d, while the biomass grew slowly at 15 °C, it increased at 25 °C, and was exponential at 30 °C. The algal cell density increased with temperature (15 °C group < 25 °C group < 30 °C group), with 30 °C representing the optimum temperature for cultivation. At 15 °C, Chlorella sp. growth was slow in both heavy metal treatment groups (Figure 1B). In contrast, at 25 and 30 °C in the presence of heavy metals, the Chlorella sp. biomass was consistent and exponential, respectively. For the Pb2+ treatment groups at 15 and 25 °C, the Chlorella sp. biomass was 1.7% and 10.48% higher than that of the control, respectively. The highest Chlorella sp. biomass was recorded for Cr6+ at 30 °C, and was 4.71% higher than that of the control. Thus, temperature and heavy metals appeared to have positive synergistic effects on Chlorella sp. growth. Of note, the synergistic effect of 0.01 mg/L of Pb2+ on Chlorella sp. growth was cut off at 25–30 °C.

3.1.2. Chlorella sp. Chlorophyll a

The chlorophyll a content in the Chlorella sp. cells generally increased under the dual influence of heavy metals and temperature (Figure 2). The chlorophyll a synthesis in Chlorella sp. differed significantly among the three temperatures (p < 0.05). The chlorophyll a content in the Chlorella sp. cells increased with increasing incubation temperature, with improved Chlorella sp. growth. The chlorophyll synthesis was at its lowest at 15 °C, demonstrating that this temperature was not optimal for Chlorella sp. growth. The highest chlorophyll a synthesis and best algal cell growth were recorded in the Pb2+ treated group at 25 °C. At 30 °C, the chlorophyll synthesis was significantly inhibited (p < 0.05) in the Pb2+-treated group compared to that in the control group (inhibition rate: 26.7%). Thus, temperature and Pb2+ antagonistically affected chlorophyll synthesis in Chlorella sp. at 30 °C and negatively affected its growth. In contrast, the chlorophyll a was significantly promoted (p < 0.05) under the Cr6+ treatment, with concentrations being 1.42 times higher than those in the control group. This scenario generated the best Chlorella sp. growth among all of the treatment groups. The chlorophyll synthesis in Chlorella sp. was promoted at 25 °C for 0.01 mg/L Pb2+ and at 30 °C for 0.05 mg/L Cr6+, showing that temperature and heavy metals synergistically affect the growth of Chlorella sp.

3.2. Growth Mechanism of Chlorella sp.

3.2.1. Soluble Protein Content of Chlorella sp.

The soluble protein content in Chlorella sp. generally increased under the three temperatures and in the presence of the two heavy metals (Figure 3). The soluble protein content was the highest at 30 °C in the Cr6+ group (0.215 g/L), with soluble protein synthesis being promoted at higher incubation temperatures. The effect of temperature and heavy metals on the soluble protein content in Chlorella sp. was consistent with the observed effect on biomass and chlorophyll synthesis. This phenomenon was attributed to the protein content being closely correlated to photosynthesis. The increase in incubation temperature (Figure 2) promoted the synthesis of chlorophyll a, and increased the photosynthetic rate of the algal cells, which led to a significant increase in the amount of protein produced by photosynthesis in the algal cells. At 25 °C, 0.01 mg/L of Pb2+ significantly promoted the synthesis of soluble proteins in the algal cells (p < 0.05). At 30 °C, 0.05 mg/L of Cr6+ promoted the synthesis of soluble proteins in the algal cells. Low concentrations of heavy metals inhibited the synthesis of soluble proteins, and reduced the growth of Chlorella sp. at a certain temperature. Specifically, 0.01 mg/L Pb2+ significantly inhibited the synthesis of soluble proteins in algal cells at 30 °C (p < 0.05). This phenomenon might be attributed to the increased toxicity of Pb2+ to algal cells at 30 °C, and causing acute oxidative stress that impairs chlorophyll a synthesis and inhibits photosynthesis in Chlorella sp.

3.2.2. Chlorella sp. MDA Content

The MDA content of Chlorella sp. generally increased under the dual stress of temperature and heavy metals (Figure 4). The oxidative damage to the algal cells was significant at 30 °C (p < 0.05) in the Pb2+- and Cr6+ groups compared to that in the control. The degree of oxidative damage to the algal cells was highest in the Cr6+- group at 30 °C, which also exhibited the highest soluble protein content (Figure 3). The faster growth of Chlorella sp. in this group might be attributed to the higher soluble protein content, which is required to repair oxidative damage to algal cells. Furthermore, Cr6+ produced less membrane lipid peroxidation damage than did Pb2+, thus improving Chlorella sp. growth.

3.2.3. Chlorella sp. Antioxidant Enzymes

While the enzyme activity of the SOD of Chlorella sp. was variable for the two heavy metals at three temperatures, that of CAT clearly declined with increasing temperature (Figure 5). The SOD activity was significantly different at 30 °C (p < 0.05) compared to that at the other two incubation temperatures. This indicates that the raised temperature enhanced SOD activity in Chlorella sp. At 25 °C, the heavy metals did not stimulate the algal cells to produce large amounts of ROS, resulting in lower SOD activity compared to the control. Thus, temperature and heavy metals antagonistically affected damage to Chlorella sp. cells. The CAT activity in the control and heavy metal-treated groups clearly declined with increasing temperature. The CAT activity was the highest (91.08, 96.49, and 84.59 U/mgprot) at 15 °C. The CAT significantly differed (p < 0.05) between the two heavy metals at the same temperature, similar to that recorded for the SOD activity (Figure 5). For example, at 15 and 30 °C, Pb2+ caused the activity of both antioxidant enzymes to noticeably increase compared to that of the other experimental groups. Thus, the algal cells were likely more severely damaged in this group, leading to lower chlorophyll a content (Figure 2) and poorer growth.

4. Discussion

4.1. Effects of Temperature and Heavy Metals on Chlorella sp. Growth

Chlorophyll a is crucial for photosynthesis in Chlorella sp. algal cells, and is an important indicator of algal growth [24,25]. This study showed that Chlorella sp. grows slowly at 15 °C, with a low chlorophyll content. However, the number of Chlorella sp. cells increased with increasing temperature, demonstrating that temperature enhances the growth of Chlorella sp. cells. The density of the algal cells was organized as: 30 °C group > 25 °C group > 15 °C group, with 30 °C representing the optimum temperature for Chlorella sp. growth (Figure 1). Our results were generally consistent with those of previous studies. For instance, Zeng et al. also reported that Chlorella sp. growth was the fastest and chlorophyll a content was the highest at 30–40 °C, after incubating Chlorella sp. at 15, 20, 25, 30, 35, and 40 °C, with the slowest growth occurring at 15–20 °C. Zhang et al. also reported that Chlorella sp. growth increased from 15 to 35 °C, but that it was inhibited at 40 °C.
Of the common heavy metals, Cu and Zn are essential for the growth of many organisms, while Cr and Pb are not [22,24]. However, this study demonstrated that the growth pattern of Chlorella sp. was affected by the addition of Cr6+ and Pb2+, which synergistically promoted Chlorella sp. growth at certain incubation temperatures. This phenomenon was attributed to the production of soluble proteases by algal cells under certain conditions. In particular, Chlorella sp. growth was enhanced by Pb2+ at 30 °C, being significantly higher compared to that in the control (Figure 1). This difference was attributed to chlorophyll organelles in the algal cells being damaged through the severe peroxidation of membrane lipids, inhibiting photosynthesis. Consequently, the produced protein enzymes were insufficient to counteract the damage caused by Pb2+ to algal cells, negatively impacting cell growth [26].

4.2. Physiological Characteristics of Chlorella sp. under Dual Stress of Temperature and Heavy Metals

Soluble proteins are crucial for maintaining normal physiological functions. Most soluble proteins in algal cells are enzymes involved in various types of algal metabolism. This process ensures normal water supply when plants are subjected to heavy metal stress, allowing normal cellular physiological functions to be maintained [27]. The soluble protein content in algal cells increased with increasing incubation temperature in our study, reflecting the growth trend of algal cells. Therefore, the content of soluble proteins is a good indicator of the physiological and biochemical responses of algae or plants [28,29]. However, both the growth and soluble protein content in Chlorella sp. of the Pb2+-treated group at 25 °C and the Cr6+-treated group at 30 °C was the highest compared to that in the other experimental groups (Figure 4). Du et al. [30] reported that Nitzschia hantzschia adapted to stressful environments by using its own soluble proteins and other organic matter; thus, soluble proteins likely enhanced the growth of Chlorella sp.
The current study showed that the MDA content and SOD activity increased with increasing temperature, whereas CAT activity decreased. Thus, damage to algal cell membranes likely increases with increasing temperature, with membrane lipid peroxidation in algal cells being weaker at 15 °C. This is likely because 15 °C is within the temperature range for the growth of Chlorella sp., with soluble sugars in algal cells exhibiting a protective role in low-temperature stress [31]. The CAT activity decreased significantly (p < 0.05) with increasing temperature, possibly because it accelerated the decomposition of H2O2; however, further confirmation is required on this aspect. The ROS produced by plants exposed to heavy metal stress trigger or exacerbate lipid peroxidation in membranes. MDA is a product of membrane lipid peroxidation in plants, and is often used as an indicator of oxidative damage, degree of membrane lipid peroxidation in cells, and the strength of the plant’s response to adverse conditions [32]. A higher MDA content indicates a higher degree of oxidation in Chlorella sp. cell membranes, and poorer growth. Plants exposed to heavy metal stress develop several physiological defense mechanisms to mitigate damage (Figure 6). Antioxidant enzymes are crucial for the scavenging of ROS produced in response to the presence of heavy metals. SOD catalyzes the decomposition of superoxide anions to produce H2O and H2O2, whereas CAT synergistically scavenges H2O2 and other peroxides [33,34]. To counteract this effect, plants produce antioxidants (e.g., SOD, CAT) and non-enzymatic antioxidants. When Chlorella sp. was incubated at 25 °C, the Pb2+-treated group exhibited a lower MDA content and, therefore, lower antioxidant enzyme activity in algal cells than that in the control and Cr6+-treated groups. Thus, this temperature and Pb2+ likely had an antagonistic effect on the MDA synthesis of Chlorella sp., thus promoting growth. Our study showed that the Pb2+-treated group exhibited the best growth at 25 °C (Figure 1). When Chlorella sp. was incubated at 30 °C, the MDA content significantly increased in the Pb2+ and Cr6+ treatments compared to that in the control. Thus, temperature and heavy metals appear to synergistically affect the MDA synthesis of Chlorella sp. under this condition, with a certain degree of membrane lipid peroxidation occurring in cells, which compromised Chlorella sp. growth. In contrast, Cr6+ promoted the production of a large amount of soluble protein, which alleviated the damage to the algal cells, promoting the growth of Chlorella sp. at 30 °C (Figure 3). Therefore, Chlorella sp. growth was optimal in the presence of Cr6+ at 30 °C.

5. Conclusions

This study demonstrated the combined effects of three incubation temperatures (15, 25, and 30 °C) and two heavy metals at low concentrations (0.01 mg/L Pb2+ and 0.05 mg/L Cr6+) on the growth of Chlorella sp. The results indicated 30 °C to be the optimum temperature for Chlorella sp. growth. Further, Chlorella sp. growth significantly improved with increasing temperature (p < 0.05). This correlation was attributed to the increased synthesis of soluble proteins at high temperatures, which protected Chlorella sp. and promoted the growth. The higher temperature might have also caused the decomposition of H2O2 and other hydroperoxides, reducing the risk of oxidation in Chlorella sp. cells; however, this suggestion needs further evaluation for confirmation. Both the heavy metals synergistically affected the growth of Chlorella sp. at certain incubation temperatures (25 °C for 0.01 mg/L Pb2+ and 30 °C for 0.05 mg/L Cr6+), with 25–30 and 30 °C being optimal temperatures for Chlorella sp. growth in the presence of Pb2+ and Cr6+, respectively. This relationship was attributed to the antagonistic effect of temperature and Pb on MDA synthesis in Chlorella sp., and the effect of Cr at 30 °C. Specifically, Cr stimulated algal cells to produce large amounts of soluble protein to protect the organism, thus promoting growth. Thus, temperature and heavy metals have the potential to aggravate the eutrophication of water bodies. This study provides an evidence base towards mitigating and preventing algal bloom. It also provides a theoretical basis for preventing and controlling eutrophication and water pollution in the Three Gorges reservoir area, and other similar regions globally.

Author Contributions

H.Z.: conceptualization. L.H.: methodology. Q.L.: formal analysis. M.Y.: methodology, formal analysis. X.Y.: methodology, formal analysis. Z.Z.: methodology. J.W.: writing—original draft. A.Z.: conceptualization, project administration. B.Y.: supervision, writing—review and editing, project administration. H.W.: writing—review and editing. C.F.: resources, funding acquisition, project administration. Y.W.: supervision, writing—review and editing. All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported by the National Natural Science Foundation of China (No. 31670467), the Open Fundamental Theory Research Project of Chongqing Municipal Key Laboratory of Universities on Water Environment Evolution and Pollution Prevention in Three Gorges Reservoir Area (No. WEPKL2016LL-07), and the Chongqing Postgraduate Research Innovation Project (No. YJSKY22029).

Data Availability Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest. We declare that we do not have any commercial or associative interest that represents a conflict of interest in connection with the work submitted.

References

  1. Xianjia, W.; Zuo, D.; Xueshan, A.; Dong, X.; Li, Y. Multi-objective model and decision-making method for coordinating the ecological benefits of the Three Gorger Reservoir. J. Clean. Prod. 2020, 270, 122066. [Google Scholar] [CrossRef]
  2. Maberly, S.C.; Chao, A.; Finlay, B.J. Seasonal Patterns of Phytoplankton Taxon Richness in Lakes: Effects of Temperature, Turnover and Abundance. Protist 2022, 173, 125925. [Google Scholar] [CrossRef] [PubMed]
  3. Qinxuan, S.; Guijie, H.; Qifang, W.; Sheng, G.; Pengcheng, S.; Dan, Z.; Xueping, Y. Study on eutrophication level and driving factors of fishery reservoir in Quzhou. Adv. Fish. Sci. 2021, 42, 18–28. [Google Scholar] [CrossRef]
  4. Maberly, S.C.; O’Donnell, R.A.; Woolway, R.I.; Cutler, M.E.J.; Gong, M.Y.; Jones, I.D.; Merchant, C.J.; Miller, C.A.; Politi, E.; Scott, E.M.; et al. Global lake thermal regions shift under climate change. Nat. Commun. 2020, 11, 1232. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  5. Reynolds, C.S. Phytoplankton periodicity-the Interaction of forms, functional and environmental variability. Freshw. Biol. 1984, 14, 111–142. [Google Scholar] [CrossRef]
  6. Wang, S.; Li, Q.; Suzhen, H.; Zhao, W.; Zheng, Z. Single and combined effects of microplastics and lead on the freshwater algae Microcystis aeruginosa. Ecotoxicol. Environ. Saf. 2021, 208, 111664. [Google Scholar] [CrossRef]
  7. YuQin, X.; Jinxia, L.; Xuzhang, M.; Yanren, C.; Weibao, K.; Linyun, J. Effects of Cr3+ and Cd2+ on growth and antioxidant enzyme activities of Chlorella sp. Chin. J. Microbiol. 2021, 61, 2091–2100. [Google Scholar] [CrossRef]
  8. Haidong, W.; Fengman, F.; Hongfang, X. Research Situation and Outlook on Heavy Metal Pollution in Water Environment of China. Guangdong Trace Elem. Sci. 2010, 17, 14–18. [Google Scholar] [CrossRef]
  9. Gorgich, M.; Martins, A.A.; Mata, T.M.; Caetano, N.S. Composition, cultivation and potential applications of Chlorella zofingiensis—A comprehensive review. Algal Res. 2021, 60, 102508. [Google Scholar] [CrossRef]
  10. Casabianca, S.; Capellacci, S.; Ricci, F.; Scardi, M.; Penna, A. A phytoplankton time series in the Northwestern Adriatic Sea: Structure and dynamics of the assemblages in a coastal ecosystem. Estuar. Coast. Shelf Sci. 2022, 278, 108109. [Google Scholar] [CrossRef]
  11. Song, K.S.; Fang, C.; Jacinthe, P.A.; Wen, Z.D.; Liu, G.; Xu, X.F.; Shang, Y.X.; Lyu, L.L. Climatic versus Anthropogenic Controls of Decadal Trends (1983–2017) in Algal Blooms in Lakes and Reservoirs across China. Environ. Sci. Technol. 2021, 55, 2929–2938. [Google Scholar] [CrossRef] [PubMed]
  12. Qiuyue, Z.; Shutang, L.; Xinglong, N. Effect of water temperature on the dynamic behavior of phytoplankton–zooplankton model. Appl. Math. Comput. 2020, 378, 125211. [Google Scholar] [CrossRef]
  13. Linglong, C.; Xiaoxiao, H.; Xinshan, S.; Xiaoxiang, Z. Toxicological effects of different ionic liquids on growth, photosynthetic pigments, oxidative stress, and ultrastructure of Nostoc punctiforme and the combined toxicity with heavy metals. Chemosphere 2022, 298, 134273. [Google Scholar] [CrossRef]
  14. Oyebamiji, O.O.; Corcoran, A.A.; Navarro Pérez, E.; Ilori, M.O.; Amund, O.O.; Holguin, F.O.; Boeing, W.J. Lead tolerance and bioremoval by four strains of green algae from Nigerian fish ponds. Algal Res. 2021, 58, 102403. [Google Scholar] [CrossRef]
  15. Krimech, A.; Helamieh, M.; Wulf, M.; Krohn, I.; Riebesell, U.; Cherifi, O.; Mandi, L.; Kerner, M. Differences in adaptation to light and temperature extremes of Chlorella sp. sorokiniana strains isolated from a wastewater lagoon. Bioresour. Technol. 2022, 350, 126931. [Google Scholar] [CrossRef]
  16. Hao, M.; Ge, Y.; Zhang, X.; Xiaofen, P.; Liang, F.; Dandan, Z. Harsh temperature induces Microcystis aeruginosa growth enhancement and water deterioration during vernalization. Water Res. 2022, 223, 118956. [Google Scholar] [CrossRef]
  17. Staehr, P.A.; Sand-Jensen, K. Seasonal changes in temperature and nutrient control of photosynthesis, respiration and growth of natural phytoplankton communities. Freshw. Biol. 2006, 51, 249–262. [Google Scholar] [CrossRef]
  18. Bestion, E.; Garcia-Carreras, B.; Schaum, C.E.; Pawar, S.; Yvon-Durocher, G. Metabolic traits predict the effects of warming on phytoplankton competition. Ecol. Lett. 2018, 21, 655–664. [Google Scholar] [CrossRef] [Green Version]
  19. Carfagna, S.; Lanza, N.; Salbitani, G.; Basile, A.; Sorbo, S.; Vona, V. Physiological and morphological responses of Lead or Cadmium exposed Chlorella sp. sorokiniana 211-8K (Chlorophyceae). Springerplus 2013, 2, 147. [Google Scholar] [CrossRef] [Green Version]
  20. Den Hartog, C. Handbook of phycological methods, culture methods and growth measurements. In Handbook of Phycological Methods; Cambridge University Press: London, UK, 1974; Volume 4, pp. 319–320. [Google Scholar] [CrossRef]
  21. Lianqi, H. Study of the effects of temperature and heavy metal stress on the growth and key enzymes of Chlorella sp. Chongqing Three Gorges Univ. 2021. [Google Scholar] [CrossRef]
  22. Tunali, M.; Uzoefuna, E.N.; Tunali, M.M.; Yenigun, O. Effect of microplastics and microplastic-metal combinations on growth and chlorophyll a concentration of Chlorella vulgaris. Sci. Total Environ. 2020, 743, 140479. [Google Scholar] [CrossRef] [PubMed]
  23. Papista, E.; Acs, E.; Boddi, B. Chlorophyll alpha determination with ethanol-a critical test. Hydrobiologia 2002, 485, 191–198. [Google Scholar] [CrossRef]
  24. Yunxue, L.; Sitong, L.; Zhiyong, J.; Jun, S.; Xianhua, L. Distinct responses of Chlorella upon combined exposure to microplastics and bivalent zinc. J. Hazard. Mater. 2023, 442, 130137. [Google Scholar] [CrossRef]
  25. Yao, X.; Xiaofeng, J.; Yuanchen, L.; Weigao, Z.; Peng, Z.; Li, M. Adverse physiological and molecular level effects of polystyrene microplastics on freshwater microalgae. Chemosphere 2020, 255, 126914. [Google Scholar] [CrossRef]
  26. Rodrigues, M.S.; Ferreira, L.S.; Monteiro de Carvalho, J.C.; Lodi, A.; Finocchio, E.; Converti, A. Metal biosorption onto dry biomass of Arthrospira (Spirulina) platensis and Chlorella: Multi-metal systems. J. Hazard. Mater. 2012, 217, 246–255. [Google Scholar] [CrossRef] [PubMed]
  27. Noor, I.; Sohail, H.; Jingxian, S.; Nawaz, M.A.; Guohuai, L.; Hasanuzzaman, M.; Junwei, L. Heavy metal and metalloid toxicity in horticultural plants: Tolerance mechanism and remediation strategies. Chemosphere 2022, 303, 135196. [Google Scholar] [CrossRef] [PubMed]
  28. Yang, L.; Lijie, Y.; Xiaoxia, J. Mechanisms of heavy metal stress tolerance in plants. Chin. J. Bioeng. 2015, 35, 94–104. [Google Scholar] [CrossRef]
  29. Khatiwada, B.; Hasan, M.T.; Sun, A.; Kamath, K.S.; Mirzaei, M.; Sunna, A.; Nevalainen, H. Proteomic response of Euglena gracilis to heavy metal exposure–Identification of key proteins involved in heavy metal tolerance and accumulation. Algal Res. 2020, 45, 101764. [Google Scholar] [CrossRef]
  30. Qingcai, D.; Xianyang, S.; Chunxiang, H. Response of Physiological Characteristics of Rhombophyllum henryi to Nitrobenzene Stress. Jiangsu Agric. Sci. 2020, 48, 302–306. [Google Scholar] [CrossRef]
  31. Lin, Q.; Wang, J.; Gong, J.; Zhang, Z.; Wang, S.; Sun, J.; Li, Q.; Gu, X.; Jiang, J.; Qi, S. The Arabidopsis thaliana trehalose-6-phosphate phosphatase gene AtTPPI improve chilling tolerance through accumulating soluble sugar and JA. Environ. Exp. Bot. 2023, 205, 105117. [Google Scholar] [CrossRef]
  32. Sabatini, S.E.; Juárez, Á.B.; Eppis, M.R.; Bianchi, L.; Luquet, C.M.; Ríos de Molina, M.D.C. Oxidative stress and antioxidant defenses in two green microalgae exposed to copper. Ecotoxicol. Environ. Saf. 2009, 72, 1200–1206. [Google Scholar] [CrossRef] [PubMed]
  33. Wang, L.; Kang, Y.; Siyun, L.; Danying, C.; Qiuyun, Z.; Lixuan, Z.; Jiwen, L.; Feng, J. Synergistic effect of co-exposure to cadmium (II) and 4-n-nonylphenol on growth inhibition and oxidative stress of Chlorella sorokiniana. Ecotoxicol. Environ. Saf. 2018, 154, 145–153. [Google Scholar] [CrossRef] [PubMed]
  34. Haixin, P.; de-Bashan, L.E.; Higgins, B.T. Azospirillum brasilense reduces oxidative stress in the green microalgae Chlorella sp. sorokiniana under different stressors. J. Biotechnol. 2021, 325, 179–185. [Google Scholar] [CrossRef]
Figure 1. Chlorella sp. growth curve. (A) Change to algal cell biomass at 15 °C, 25 °C, and 30 °C over the 7-day incubation period in the absence of heavy metals. (BD) Effect of the two heavy metals on algal cell biomass at 15 °C, 25 °C, and 30 °C over the 7-day incubation period. Error bars represent the three parallel relative standard deviations for each group of data.
Figure 1. Chlorella sp. growth curve. (A) Change to algal cell biomass at 15 °C, 25 °C, and 30 °C over the 7-day incubation period in the absence of heavy metals. (BD) Effect of the two heavy metals on algal cell biomass at 15 °C, 25 °C, and 30 °C over the 7-day incubation period. Error bars represent the three parallel relative standard deviations for each group of data.
Processes 10 02638 g001
Figure 2. Chlorophyll a content of Chlorella sp. under dual-phase stress at the three temperatures and with the two heavy metals. Error bars represent the three parallel relative standard deviations for each group of data. Upper– and lower–case letters (e.g., A, a) at the top of columns represent significant differences within all groups and between groups, respectively, using Duncan’s Multiple Test for Extreme Differences (p < 0.05).
Figure 2. Chlorophyll a content of Chlorella sp. under dual-phase stress at the three temperatures and with the two heavy metals. Error bars represent the three parallel relative standard deviations for each group of data. Upper– and lower–case letters (e.g., A, a) at the top of columns represent significant differences within all groups and between groups, respectively, using Duncan’s Multiple Test for Extreme Differences (p < 0.05).
Processes 10 02638 g002
Figure 3. Soluble protein content in Chlorella sp. under the dual stress of temperature and heavy metals. See Figure 2 for details on statistics. Error bars represent the three parallel relative standard deviations for each group of data. Upper– and lower–case letters (e.g., A, a) at the top of columns represent significant differences within all groups and between groups, respectively, using Duncan’s Multiple Test for Extreme Differences (p < 0.05).
Figure 3. Soluble protein content in Chlorella sp. under the dual stress of temperature and heavy metals. See Figure 2 for details on statistics. Error bars represent the three parallel relative standard deviations for each group of data. Upper– and lower–case letters (e.g., A, a) at the top of columns represent significant differences within all groups and between groups, respectively, using Duncan’s Multiple Test for Extreme Differences (p < 0.05).
Processes 10 02638 g003
Figure 4. MDA content in Chlorella sp. under the dual stress of temperature and heavy metals. Error bars represent the three parallel relative standard deviations for each group of data. Upper– and lower–case letters (e.g., A, a) at the top of columns represent significant differences within all groups and between groups, respectively, using Duncan’s Multiple Test for Extreme Differences (p < 0.05).
Figure 4. MDA content in Chlorella sp. under the dual stress of temperature and heavy metals. Error bars represent the three parallel relative standard deviations for each group of data. Upper– and lower–case letters (e.g., A, a) at the top of columns represent significant differences within all groups and between groups, respectively, using Duncan’s Multiple Test for Extreme Differences (p < 0.05).
Processes 10 02638 g004
Figure 5. (A) SOD and (B) CAT content in Chlorella sp. under the dual stress of temperature and heavy metals. Error bars represent the three parallel relative standard deviations for each group of data. Upper– and lowercase-letters (e.g., A, a) at the top of columns represent significant differences within all groups and between groups, respectively, using Duncan’s Multiple Test for Extreme Differences (p < 0.05).
Figure 5. (A) SOD and (B) CAT content in Chlorella sp. under the dual stress of temperature and heavy metals. Error bars represent the three parallel relative standard deviations for each group of data. Upper– and lowercase-letters (e.g., A, a) at the top of columns represent significant differences within all groups and between groups, respectively, using Duncan’s Multiple Test for Extreme Differences (p < 0.05).
Processes 10 02638 g005
Figure 6. Map of heavy metal tolerance mechanisms in Chlorella sp. e.g., 1: Reduction of metal influx across the plasma membrane. 2: Metal chelation in the cytosol by ligands such as phytochelatins, metallothionein, organic acids, and amino acids. 3: Transport of metal−ligand complexes through the tonoplast and accumulation in the vacuole. 4: Sequestration in the vacuole by tonoplast transporters. 5: ROS defense mechanisms. Black dots: metal ions.
Figure 6. Map of heavy metal tolerance mechanisms in Chlorella sp. e.g., 1: Reduction of metal influx across the plasma membrane. 2: Metal chelation in the cytosol by ligands such as phytochelatins, metallothionein, organic acids, and amino acids. 3: Transport of metal−ligand complexes through the tonoplast and accumulation in the vacuole. 4: Sequestration in the vacuole by tonoplast transporters. 5: ROS defense mechanisms. Black dots: metal ions.
Processes 10 02638 g006
Table 1. Experimental design.
Table 1. Experimental design.
Heavy MetalpHHeavy Metal
Concentration (mg/L)
Temperature (°C)
CK70152530
Pb2+70.01152530
Cr6+70.05152530
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Wang, J.; Yan, B.; Zhang, H.; Huang, L.; Wang, H.; Lan, Q.; Yin, M.; Zhu, Z.; Yan, X.; Zhu, A.; et al. Heavy Metals Exacerbate the Effect of Temperature on the Growth of Chlorella sp.: Implications on Algal Blooms and Management. Processes 2022, 10, 2638. https://doi.org/10.3390/pr10122638

AMA Style

Wang J, Yan B, Zhang H, Huang L, Wang H, Lan Q, Yin M, Zhu Z, Yan X, Zhu A, et al. Heavy Metals Exacerbate the Effect of Temperature on the Growth of Chlorella sp.: Implications on Algal Blooms and Management. Processes. 2022; 10(12):2638. https://doi.org/10.3390/pr10122638

Chicago/Turabian Style

Wang, Jueqiao, Bin Yan, Hengchang Zhang, Lianqi Huang, Huan Wang, Qiaojuan Lan, Maoyun Yin, Zhihao Zhu, Xixi Yan, Ailing Zhu, and et al. 2022. "Heavy Metals Exacerbate the Effect of Temperature on the Growth of Chlorella sp.: Implications on Algal Blooms and Management" Processes 10, no. 12: 2638. https://doi.org/10.3390/pr10122638

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop