Using Sodium Thiosulfate to Heighten Copper (Cu (II)) Tolerance of the Freshwater Microalga Chlorella vulgaris
Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Microalgae Culture
2.2. Biomass and Specific Growth Rate Measurement
2.3. Setting of Concentration Levels for Na2S2O3
2.4. De Novo Assembly and Gene Annotation
2.5. Differential Expression Analysis
2.6. Network Construction and Visualization
2.7. Determination of Photosynthetic Activity
2.8. Determination of Photosynthetic Pigments
2.9. Determination of Soluble Protein and Antioxidant Activities
2.10. Statistical Analysis
3. Results
3.1. Effects of Cu(II) and Na2S2O3 on the Growth of C. vulgaris
3.2. RNA-Seq Analysis, Gene Co-Expression Network, Trend Analysis, and Functional Enrichment of Overlapping Genes
3.3. Effects of Cu(II) and Na2S2O3 on Chlorophyll Content
3.4. Effects of Cu(II) and Na2S2O3 on Fv/Fm
3.5. Effects of Cu(II) and Na2S2O3 on Soluble Protein and Antioxidant Enzyme Activity
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| ANOVA | Analysis of Variance |
| DEGs | Differentially Expressed Genes |
| GO | Gene Ontology |
| KEGG | Kyoto Encyclopedia of Genes and Genomes |
| LMW | Low Molecular Weight |
| PBS | Phosphate-Buffered Solution |
| ROS | Reactive Oxygen Species |
| TPM | Transcripts Per Million |
| WGCNA | Weighted Gene Co-expression Network Analysis |
| CAT | Catalase |
| Cd | Cadmium |
| Cu(II) | Copper ions |
| H2S | Hydrogen Sulfide |
| MDA | Malondialdehyde |
| Na2S2O3 | Sodium Thiosulfate |
| SOD | Superoxide Dismutase |
| Caro | Carotenoids |
| Chl-a | Chlorophyll a |
| Chl-b | Chlorophyll b |
| Fv/Fm | Maximum Quantum Yield of Photosystem II |
| OD680 | Optical Density at 680 nm |
| PSII | Photosystem II |
| TCA cycle | Tricarboxylic Acid Cycle |
Appendix A
| Index | All | GC% | Min Length | Median Length | Max Length | Total Assembled Bases | N50 |
|---|---|---|---|---|---|---|---|
| Transcript | 148,065 | 56.43 | 180 | 1630 | 35,853 | 334,014,254 | 3721 |
| Gene | 55,407 | 55.68 | 201 | 506 | 35,853 | 59,442,498 | 2131 |
| Database Annotation Results | Numbers | Ratio (%) |
|---|---|---|
| All | 55,407 | 100.00 |
| GO | 21,504 | 38.81 |
| KEGG | 13,032 | 23.52 |
| Pfam | 19,697 | 35.55 |
| swissprot | 20,343 | 36.72 |
| eggNOG | 23,879 | 43.10 |
| NR | 18,408 | 33.22 |
| TF | 240 | 0.43 |

References
- Tchounwou, P.B.; Yedjou, C.G.; Patlolla, A.K.; Sutton, D.J. Heavy metal toxicity and the environment. Exp. Suppl. 2012, 101, 133–164. [Google Scholar]
- Danouche, M.; Ghachtouli, N.E.; Baouchi, A.E.; Arroussi, H.E. Heavy metals phycoremediation using tolerant green microalgae: Enzymatic and non-enzymatic antioxidant systems for the management of oxidative stress. J. Environ. Chem. Eng. 2020, 8, 104460. [Google Scholar] [CrossRef]
- Liu, Y.; Cui, Y.; Chen, N. Removal of Copper Ions from Wastewater: A Review. Int. J. Environ. Res. Public Health 2023, 20, 3885. [Google Scholar] [CrossRef] [PubMed]
- Qian, H.F.; Li, J.J.; Sun, L.W.; Chen, W.; Sheng, G.; Liu, W.P.; Fu, Z.W. Combined effect of copper and cadmium on Chlorella vulgaris growth and photosynthesis-related gene transcription. Aquat. Toxicol. 2012, 94, 56–61. [Google Scholar] [CrossRef]
- Ran, Y.; Sun, D.; Liu, L.; Zhang, L.; Niu, Z.; Chai, T.; Hu, Z.; Qiao, K. Chlorella pyrenoidosa as a potential bioremediator: Its tolerance and molecular responses to cadmium and lead. Sci. Total Environ. 2024, 912, 168712. [Google Scholar] [CrossRef] [PubMed]
- Li, H.; Watson, J.; Zhang, Y.; Lu, H.; Liu, Z. Environment-enhancing process for algal wastewater treatment, heavy metal control and hydrothermal biofuel production: A critical review. Bioresour. Technol. 2020, 298, 122421. [Google Scholar] [CrossRef]
- Chu, R.; Li, S.; Zhu, L.; Yin, Z.; Hu, D.; Liu, C.; Mo, F. A review on co-cultivation of microalgae with filamentous fungi: Efficient harvesting, wastewater treatment and biofuel production. Sustain. Energy Rev. 2021, 139, 110689. [Google Scholar] [CrossRef]
- Antonio, L.; Rosa, L.; Inmaculada, G.; José, M.; Javier, V. Impact of heavy metals in the microalga Chlorella sorokiniana and assessment of its potential use in cadmium bioremediation. Aquat. Toxicol. 2021, 239, 105941. [Google Scholar] [CrossRef]
- Sabatini, S.E.; Juarez, A.B.; Eppis, M.R.; Bianchi, L.; Luquet, C.M.; de Molina, M.D.R. Oxidative stress and antioxidant defenses in two green microalgae exposed to copper. Ecotox Environ. Saf. 2009, 72, 1200–1206. [Google Scholar] [CrossRef]
- Kumar, K.S.; Dahms, H.U.; Won, E.J.; Lee, J.S.; Shin, K.H. Microalgae—A promising tool for heavy metal remediation. Ecotox. Environ. Saf. 2015, 113, 329–352. [Google Scholar] [CrossRef]
- Li, L.; Tong, Y.; Mawuli, D.; Xu, J.; Guo, W.; Ngo, H.; Wang, X. Interplay of humic acid and Cr(VI) on green microalgae: Metabolic responses and chromium enrichment. J. Hazard. Mater. 2024, 480, 135885. [Google Scholar] [CrossRef]
- Cheng, J.; Wang, Z.; Lu, H.X.; Xu, J.H.; He, Y.; Cen, K. Hydrogen Sulfide Promotes Cell Division and Photosynthesis of Nannochloropsis oceanica with 15% Carbon Dioxide. ACS Sustain. Chem. Eng. 2019, 7, 16344–16354. [Google Scholar] [CrossRef]
- Tandon, P.; Jin, Q.; Huang, L.; Song, R.; Shan, A. Effects of Tryptophan Along with Sodium Pyruvate and Sodium Thiosulfate on Chlorella vulgaris Growth. Waste Biomass Valorization 2020, 11, 967–982. [Google Scholar] [CrossRef]
- Navarro-León, E.; López-Moreno, F.J.; Rios, J.J.; Blasco, B.; Ruiz, J.M. Assaying the use of sodium thiosulphate as a biostimulant and its effect on cadmium accumulation and tolerance in Brassica oleracea plants. Ecotoxicol. Environ. Saf. 2020, 200, 110760. [Google Scholar] [CrossRef]
- Yu, H.; Du, X.; Zhao, Q.; Yin, C.; Song, W.L. Weighted gene Co-expression network analysis (WGCNA) reveals a set of hub genes related to chlorophyll metabolism process in chlorella (Chlorella vulgaris) response androstenedione. Environ. Pollut. 2022, 206, 119360. [Google Scholar] [CrossRef] [PubMed]
- Grabherr, M.G.; Haas, B.J.; Yassour, M.; Levin, J.Z.; Thompson, D.A.; Amit, I.; Adiconis, X.; Fan, L.; Raychowdhury, R.; Zeng, Q. Full-length transcriptome assembly from RNA-Seq data without a reference genome. Nat. Biotechnol. 2011, 29, 644–652. [Google Scholar] [CrossRef] [PubMed]
- Buchfink, B.; Xie, C.; Huson, D.H. Fast and sensitive protein alignment using DIAMOND. Nat. Methods 2015, 12, 59–60. [Google Scholar] [CrossRef]
- Mortazavi, A.; Williams, B.A.; McCue, K.; Schaeffer, L.; Wold, B. Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat. Methods 2008, 5, 621–628. [Google Scholar] [CrossRef]
- Li, S.; Yu, Y.; Gao, X.; Yin, Z.; Bao, J.; Li, Z.; Chu, R.; Hu, D.; Zhang, J.; Zhu, L. Evaluation of growth and biochemical responses of freshwater microalgae Chlorella vulgaris due to exposure and uptake of sulfonamides and copper. Bioresour. Technol. 2021, 342, 126064. [Google Scholar] [CrossRef]
- Lu, L.; Wu, Y.X.; Ding, H.J.; Zhang, W.H. The combined and second exposure effect of copper (II) and chlortetracycline on fresh water algae, Chlorella pyrenoidosa and Microcystis aeruginosa. Environ. Toxicol. Pharmacol. 2015, 40, 140–148. [Google Scholar] [CrossRef] [PubMed]
- Igiri, B.E.; Okoduwa, S.I.R.; Idoko, G.O.; Akabuogu, E.P.; Adeyi, A.O.; Ejiogu, I.K. Toxicity and bioremediation of heavy metals contaminated ecosystem from tannery wastewater: A review. J. Toxicol. 2018, 2018, 2568038. [Google Scholar] [CrossRef]
- Wirtz, M.; Droux, M.; Hell, R. O-acetylserine (thiol) lyase: An enigmatic enzyme of plant cysteine biosynthesis revisited in Arabidopsis thaliana. J. Exp. Bot. 2004, 55, 1785−1798. [Google Scholar] [CrossRef] [PubMed]
- Sousa, M.L.; Chow, F.; Pompêo, M.L. Community-level changes in periphytic biofilm caused by copper contamination. J. Appl. Phycol. 2019, 31, 2401. [Google Scholar] [CrossRef]
- Liu, D.; Wang, H.; Teng, Y.; Wu, Q.; Tang, C.; Gao, X.; Chen, C.; Zhu, L. Biochemical responses of freshwater microalgae Chlorella sorokiniana to combined exposure of Zn(II) and estrone with simultaneous pollutants removal. J. Environ. Manag. 2023, 348, 119392. [Google Scholar] [CrossRef]
- Wan, L.; Wu, Y.; Zhang, B.; Yang, W.; Ding, H.; Zhang, W. Effects of moxifloxacin and gatifloxacin stress on growth, photosynthesis, antioxidant responses, and microcystin release in Microcystis aeruginosa. J. Hazard. Mater. 2021, 409, 124518. [Google Scholar] [CrossRef]
- Paliwal, C.; Pancha, I.; Ghosh, T.; Maurya, R.; Chokshi, K.; Vamsi Bharadwaj, S.V.; Ram, S.; Mishra, S. Selective carotenoid accumulation by varying nutrient media and salinity in Synechocystis sp. CCNM 2501. Bioresour. Technol. 2015, 197, 363–368. [Google Scholar] [CrossRef] [PubMed]
- Qian, L.; Qi, S.; Cao, F.; Zhang, J.; Zhao, F.; Li, C.; Wang, C. Toxic effects of boscalid on the growth, photosynthesis, antioxidant system and metabolism of Chlorella vulgaris. Environ. Pollut. 2018, 242, 171–181. [Google Scholar] [CrossRef]
- Wang, Y.; Wang, Z.; Huang, J.; Zhou, C.; Zou, H.; He, S.; Chen, V.Y.-H. Feasibility of using Chlorella vulgaris for the removal of selenium and chromium in water: Competitive interactions with sulfur, physiological effects on algal cells and its resilience after treatment. J. Clean. Prod. 2021, 313, 127939. [Google Scholar] [CrossRef]
- Zhou, T.; Wang, J.; Zheng, H.; Wu, X.; Wang, Y.; Liu, M.; Xiang, S.; Cao, L.; Ruan, R.; Liu, Y. Characterization of additional zinc ions on the growth, biochemical composition and photosynthetic performance from Spirulina platensis. Bioresour. Technol. 2018, 269, 285–291. [Google Scholar] [CrossRef]
- Christou, A.; Manganaris, G.A.; Papadopoulos, I.; Fotopoulos, V. Hydrogen sulfide induces systemic tolerance to salinity and nonionic osmotic stress in strawberry plants through modification of reactive species biosynthesis and transcriptional regulation of multiple defence pathways. J. Exp. Bot. 2013, 64, 1953−1966. [Google Scholar] [CrossRef]
- Zhao, Y.; Tang, X.; Lv, M.; Liu, Q.; Li, J.; Zhang, B.; Li, L.; Zhang, X.; Zhao, Y. The molecular response mechanisms of a diatom Thalassiosira pseudonana to the toxicity of BDE-47 based on whole transcriptome analysis. Aquat. Toxicol. 2020, 229, 105669. [Google Scholar] [CrossRef] [PubMed]
- Zhang, B.; Hu, S.; Sun, S.; Fang, T.; Yu, Y.; Sun, X.; Xu, N. Transcriptomic analysis provides insights into the algicidal mechanism of cocamidopropyl betaine against the red tide microalgae Skeletonema costatum. Mar. Environ. Res. 2023, 183, 105838. [Google Scholar] [CrossRef]
- Ling, N.; Li, W.; Xu, G.; Qi, Z.; Ji, C.; Liu, X.; Cui, D.; Sun, Y. Transcriptomic sequencing reveals the response of Dunaliella salina to copper stress via the increased photosynthesis and carbon mechanism. Mol. Omics 2021, 17, 769–782. [Google Scholar] [CrossRef]
- Mehra, P.; Giri, J. Rice and chickpea GDPDs are preferentially influenced by low phosphate and CaGDPD1 encodes an active glycerophosphodiester phosphodiesterase enzyme. Plant Cell Rep. 2016, 35, 1699–1717. [Google Scholar] [CrossRef]
- Wen, Y.; Wang, X.; Xiao, S.; Wang, Y. Ectopic expression of VpALDH2B4, a novel aldehyde dehydrogenase gene from Chinese wild grapevine (Vitis pseudoreticulata), enhances resistance to mildew pathogens and salt stress in Arabidopsis. Planta 2012, 236, 525–539. [Google Scholar] [CrossRef] [PubMed]
- Beuder, S.; Dorchak, A.; Bhide, A. Exocyst mutants suppress pollen tube growth and cell wall structural defects of hydroxyproline O-arabinosyltransferase mutants. Plant J. 2020, 103, 1399–1419. [Google Scholar] [CrossRef] [PubMed]
- Chen, X.; Snyder, C.L.; Truksa, M.; Shah, S.; Weselake, R.J. sn-Glycerol-3-phosphate acyltransferases in plants. Plant Signal Behav. 2011, 6, 1695–1699. [Google Scholar] [CrossRef]
- Missaouik Gonzalez, Z.; Pazos, D. Plant non-specific lipid transfer proteins: An overview. Plant Physiol. Biochem. 2022, 171, 115–127. [Google Scholar] [CrossRef]
- Wu, Z.B.; Deng, P.; Wu, X.H.; Luo, S.; Gao, Y.N. Allelopathic effects of the submerged macrophyte Potamogeton malaianus on Scenedesmus obliquus. Hydrobiologia 2007, 592, 465–474. [Google Scholar] [CrossRef]
- Rohman, G.; Aziz, M.A.; Ahmad, N.; Elgzoly, M.; Hossain, M.; Razzak, S. High-Performance Biochar from Chlorella pyrenoidosa algal biomass for Heavy Metals Removal in Wastewater. Ecotoxicol. Environ. Saf. 2024, 341, 126870. [Google Scholar] [CrossRef]







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Tian, C.; Si, T.; Chen, W.; Liu, M.; Li, Z.; Wang, W.; Sun, G.; Feng, Y.; Xu, X.; Wang, Q.; et al. Using Sodium Thiosulfate to Heighten Copper (Cu (II)) Tolerance of the Freshwater Microalga Chlorella vulgaris. Biology 2026, 15, 281. https://doi.org/10.3390/biology15030281
Tian C, Si T, Chen W, Liu M, Li Z, Wang W, Sun G, Feng Y, Xu X, Wang Q, et al. Using Sodium Thiosulfate to Heighten Copper (Cu (II)) Tolerance of the Freshwater Microalga Chlorella vulgaris. Biology. 2026; 15(3):281. https://doi.org/10.3390/biology15030281
Chicago/Turabian StyleTian, Caihong, Tongshun Si, Wenxin Chen, Menglin Liu, Zan Li, Weijun Wang, Guohua Sun, Yanwei Feng, Xiaohui Xu, Qiang Wang, and et al. 2026. "Using Sodium Thiosulfate to Heighten Copper (Cu (II)) Tolerance of the Freshwater Microalga Chlorella vulgaris" Biology 15, no. 3: 281. https://doi.org/10.3390/biology15030281
APA StyleTian, C., Si, T., Chen, W., Liu, M., Li, Z., Wang, W., Sun, G., Feng, Y., Xu, X., Wang, Q., Cui, C., & Yang, J. (2026). Using Sodium Thiosulfate to Heighten Copper (Cu (II)) Tolerance of the Freshwater Microalga Chlorella vulgaris. Biology, 15(3), 281. https://doi.org/10.3390/biology15030281

