Induced carotenoid accumulation in Dunaliella salina and Tetraselmis suecica by plant hormones and UV-C radiation
Abstract
Carotenoids prevent different degenerative diseases and improve human health. Microalgae are commercially exploited for carotenoids, including astaxanthin and β-carotene. Two commercially important microalgae, Dunaliella salina and Tetraselmis suecica, were treated with plant hormones salicylic acid (SA) and methyl jasmonate (MJ), or by UV-C radiation (T. suecica only) and a combination thereof. Significant increases in total carotenoids were found for D. salina and T. suecica after treatment with MJ (10 μmol/L) and SA (70-250 μmol/L), respectively. T. suecica also had significant increases in total carotenoids following UV-C radiation compared to control cultures. Among the carotenoids, lutein was the highest induced carotenoid. A combination of these two treatments also showed a significant increase in total carotenoids and lutein for T. suecica, when compared to controls. Plant hormones and UV-C radiation may be useful tools for increasing carotenoid accumulation in green microalgae although the responses are species- and dose-specific and should be trialed in medium to large scale to explore commercial production.
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Salicylic acid treatment has been shown to increase carotenoid content in plants.
“Surprisingly, while salicylic acid treatment has been shown to increase carotenoid content in plants [32]”
From Ecdysteroid Content and Therapeutic Activity in Elicited Spinach Accessions (2020) · cites this paper as [32]
Cites
High-value products from microalgae—their development and commercialisation
Borowitzka, M. A. (2013) · Journal of Applied Phycology · doi:10.1007/s10811-013-9983-9 · Cited by 1,585 · see citing works
Carotenoids and photoprotection in plants: A role for the xanthophyll zeaxanthin
Demmig‐Adams, B. (1990) · Biochimica et Biophysica Acta (BBA) - Bioenergetics · doi:10.1016/0005-2728(90)90088-l · Cited by 1,575 · see citing works
The role of the xanthophyll cycle and of lutein in photoprotection of photosystem II
Jahns, P., & Holzwarth, A. R. (2011) · Biochimica et Biophysica Acta (BBA) - Bioenergetics · doi:10.1016/j.bbabio.2011.04.012 · Cited by 1,086 · see citing works
Maeda, H., Hosokawa, M., Sashima, T., Funayama, K., & Miyashita, K. (2005) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2005.05.002 · Cited by 641 · see citing works
Microalgae as sources of carotenoids
Guedes, A. C., Amaro, H. M., & Malcata, F. X. (2011) · Marine Drugs · doi:10.3390/md9040625 · Cited by 639 · see citing works
Rao, M. V., Paliyath, G., ORMROD, D. P., Murr, D. P., & Watkins, C. B. (1997) · PLANT PHYSIOLOGY · doi:10.1104/pp.115.1.137 · Cited by 599 · see citing works
Biotechnological production of lutein and its applications
Fernández-Sevilla, J. M., Acién, F. G., & Grima, E. M. (2010) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-009-2420-y · Cited by 406 · see citing works
Del Campo, J. (2000) · Journal of Biotechnology · doi:10.1016/s0168-1656(99)00178-9 · Cited by 323 · see citing works
Benefits of using algae as natural sources of functional ingredients
Ibáñez, E., & Cifuentes, A. (2012) · Journal of the Science of Food and Agriculture · doi:10.1002/jsfa.6023 · Cited by 275 · see citing works
Cordero, B. F., Obraztsova, I., Couso, I., León, R., Vargas, M. A., & Rodrı́guez, H. (2011) · Marine Drugs · doi:10.3390/md9091607 · Cited by 259 · see citing works
Liu, L. H., Zabaras, D., Bennett, L. E., Aguas, P., & Woonton, B. W. (2008) · Food Chemistry · doi:10.1016/j.foodchem.2008.12.042 · Cited by 244 · see citing works
Zittelli, G. C., Rodolfi, L., Biondi, N., & Tredici, M. R. (2006) · Aquaculture · doi:10.1016/j.aquaculture.2006.08.011 · Cited by 233 · see citing works
Changes of flavonoid content and antioxidant capacity in blueberries after illumination with UV-C
Wang, C. Y., Chen, C.-T., & Wang, S. Y. (2009) · Food Chemistry · doi:10.1016/j.foodchem.2009.04.037 · Cited by 197 · see citing works
Ahmed, F., Fanning, K., Netzel, M. E., Turner, W., Li, Y., & Schenk, P. M. (2014) · Food Chemistry · doi:10.1016/j.foodchem.2014.05.107 · Cited by 189 · see citing works
Self-citationIsolation and Evaluation of Oil-Producing Microalgae from Subtropical Coastal and Brackish Waters
Lim, D. K. Y., Garg, S., Timmins, M., Zhang, E. S. B., Thomas‐Hall, S. R., Schuhmann, H., Li, Y., & Schenk, P. M. (2012) · PLoS ONE · doi:10.1371/journal.pone.0040751 · Cited by 177 · see citing works
Self-citationEffects of salinity increase on carotenoid accumulation in the green alga Dunaliella salina
Borowitzka, M. A., Borowitzka, L. J., & Kessly, D. (1990) · Journal of Applied Phycology · doi:10.1007/bf00023372 · Cited by 176 · see citing works
Microalgae Isolation and Selection for Prospective Biodiesel Production
Duong, V. T., Li, Y., Nowak, E., & Schenk, P. M. (2012) · Energies · doi:10.3390/en5061835 · Cited by 169 · see citing works
Self-citationJung, S. (2004) · Plant Physiology and Biochemistry · doi:10.1016/j.plaphy.2004.01.001 · Cited by 165 · see citing works
Photoprotection by dietary carotenoids: Concept, mechanisms, evidence and future development
Stahl, W., & Sies, H. (2011) · Molecular Nutrition & Food Research · doi:10.1002/mnfr.201100232 · Cited by 132 · see citing works
Schalch, W., Cohn, W., Barker, F. M., Köpcke, W., Mellerio, J., Bird, A. C., Robson, A. G., Fitzke, F. W., & van Kuijk, F. J. G. M. (2006) · Archives of Biochemistry and Biophysics · doi:10.1016/j.abb.2006.09.032 · Cited by 131 · see citing works
Jin, E., Feth, B., & Melis, A. (2002) · Biotechnology and Bioengineering · doi:10.1002/bit.10459 · Cited by 130 · see citing works
Gao, Z., Meng, C., Zhang, X., Xu, D., Miao, X., Wang, Y., Yang, L. M., Lv, H., Chen, L., & Ye, N. (2012) · Enzyme and Microbial Technology · doi:10.1016/j.enzmictec.2012.07.001 · Cited by 117 · see citing works
Effects of abiotic stressors on lutein production in the green microalga Dunaliella salina
Fu, W., Paglia, G., Magnúsdóttir, M., Steinarsdóttir, E. A., Guðmundsson, S., Palsson, B. Ø., Andrésson, Ó. S., & Brynjólfsson, S. (2014) · Microbial Cell Factories · doi:10.1186/1475-2859-13-3 · Cited by 116 · see citing works
Boehm, F., Edge, R., & Truscott, T. G. (2012) · Research Explorer (The University of Manchester) · doi:10.1002/mnfr.201100222 · Cited by 115 · see citing works
Lu, Y., Jiang, P., Liu, S., Gan, Q., Cui, H., & Qin, S. (2010) · Bioresource Technology · doi:10.1016/j.biortech.2010.03.072 · Cited by 103 · see citing works
Effect of salicylic acid and methyl jasmonate on antioxidant systems of Haematococcus pluvialis
Raman, V., & Ravi, S. (2010) · Acta Physiologiae Plantarum · doi:10.1007/s11738-010-0623-6 · Cited by 95 · see citing works
Fitzgerald, K. C., O'Reilly, É. J., Fondell, E., Falcone, G. J., McCullough, M. L., Park, Y., Kolonel, L. N., & Ascherio, A. (2013) · Annals of Neurology · doi:10.1002/ana.23820 · Cited by 91 · see citing works
Gao, Z., Meng, C., Zhang, X., Xu, D., Zhao, Y., Wang, Y., Lv, H., Yang, L., Chen, L., & Ye, N. (2012) · PLoS ONE · doi:10.1371/journal.pone.0042243 · Cited by 90 · see citing works
Jasmonic acid affects changes in the growth and some components content in alga Chlorella vulgaris
Czerpak, R., Piotrowska, A., & Szulecka, K. (2006) · Acta Physiologiae Plantarum · doi:10.1007/bf02706531 · Cited by 87 · see citing works
Pérez‐López, P., González‐García, S., Ulloa, R., Sineiro, J., Feijóo, G., & Moreira, M. T. (2013) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2013.07.028 · Cited by 86 · see citing works
Mogedas, B., Casal, C., Forján, E., & Vı́lchez, C. (2009) · Journal of Bioscience and Bioengineering · doi:10.1016/j.jbiosc.2009.02.022 · Cited by 80 · see citing works
Sharma, K. K., Li, Y., & Schenk, P. M. (2014) · Green Chemistry · doi:10.1039/c4gc00552j · Cited by 66 · see citing works
Self-citationActivity of salicylic acid on the growth and biochemism of Chlorella vulgaris Beijerinck
Czerpak, R., Bajguz, A., Gromek, M., Kozłowska, G., & Nowak, I. (2002) · Acta Physiologiae Plantarum · doi:10.1007/s11738-002-0020-x · Cited by 54 · see citing works
Salguero, A., León, R., Mariotti, A., Morena, B. D. L., Vega, J. M., & Vı́lchez, C. (2004) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-004-1711-6 · Cited by 51 · see citing works
Response of Scenedesmus Incrassatulus to Salt Stress as Affected by Methyl Jasmonate
Fedina, I. S., & Benderliev, K. M. (2000) · Biologia Plantarum · doi:10.1023/a:1002816502941 · Cited by 49 · see citing works
Quéguineur, B., Goya, L., Ramos, S., Martín, M. Á., Mateos, R., Guiry, M. D., & Bravo, L. (2012) · Journal of Applied Phycology · doi:10.1007/s10811-012-9832-2 · Cited by 41 · see citing works
Huang, J. J., & Cheung, P. C. K. (2011) · Food Chemistry · doi:10.1016/j.foodchem.2011.05.021 · Cited by 30 · see citing works
Döhler, G., Drebes, G., & Lohmann, M. (1997) · Journal of Photochemistry and Photobiology B Biology · doi:10.1016/s1011-1344(97)00037-7 · Cited by 27 · see citing works
New Horizons in Carotenoid Research
Sies, H., & Stahl, W. (2005) · AOCS Publishing eBooks · doi:10.1201/9781439822371.ch20 · Cited by 7 · see citing works
Elicitation of astaxanthin biosynthesis in dark-heterotrophic cultures of Chlorella zofingiensis
Ip, P.-F. (2005) · doi:10.5353/th_b3461704 · Cited by 5 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Anti-Inflammatory and Anticancer Effects of Microalgal Carotenoids
Ávila‐Román, J., García-Gil, S., Rodríguez-Luna, A., Motilva, V., & Talero, E. (2021) · Marine Drugs · doi:10.3390/md19100531 · Cited by 168 · see citing works
Microalgae cultivation and metabolites production: a comprehensive review
Vuppaladadiyam, A. K., Prinsen, P., Raheem, A., Luque, R., & Zhao, M. M. (2018) · Biofuels Bioproducts and Biorefining · doi:10.1002/bbb.1864 · Cited by 138 · see citing works
Trends and strategies to enhance triacylglycerols and high-value compounds in microalgae
Schüler, L. M., Schulze, P. S. C., Pereira, H., Barreira, L., Léon, R., & Varela, J. (2017) · Algal Research · doi:10.1016/j.algal.2017.05.025 · Cited by 89 · see citing works
Pereira, H., Silva, J., Santos, T., Gangadhar, K. N., Raposo, A., Nunes, C., Coimbra, M. A., Gouveia, L., Barreira, L. A., & Varela, J. C. S. (2019) · Molecules · doi:10.3390/molecules24173192 · Cited by 94 · see citing works
Microalgal Carotenoids: Therapeutic Application and Latest Approaches to Enhance the Production
Sirohi, P., Verma, H., Singh, S. K., Singh, V. K., Pandey, J., Khusharia, S., Kumar, D., Kaushalendra, K., Teotia, P., & Kumar, A. (2022) · Current Issues in Molecular Biology · doi:10.3390/cimb44120427 · Cited by 85 · see citing works
Plant growth regulators promote lipid and carotenoid accumulation in Chlorella vulgaris
Lin, B., Ahmed, F., Du, H., Li, Z., Yan, Y., Huang, Y., Cui, M., Yin, Y., Li, B., Wang, M., et al. (2017) · Journal of Applied Phycology · doi:10.1007/s10811-017-1350-9 · Cited by 65 · see citing works
Self-citationSampathkumar, S. J., & Muthukaliannan, G. K. (2019) · Biocatalysis and Agricultural Biotechnology · doi:10.1016/j.bcab.2019.101406 · Cited by 57 · see citing works
Gee, D. M., Archer, L., Fleming, G. T. A., Gillespie, E., & Touzet, N. (2020) · Process Biochemistry · doi:10.1016/j.procbio.2020.03.001 · Cited by 49 · see citing works
Pan, X., Wang, B., Duan, R., Jia, J., Li, J., Xiong, W., Ling, X., Chen, C., Huang, X., Zhang, G., et al. (2020) · Microbial Biotechnology · doi:10.1111/1751-7915.13567 · Cited by 51 · see citing works
Wei, T., Li, X., Yashir, N., Li, H., Sun, Y., Hua, L., Ren, X., & Guo, J. (2021) · Environmental Science and Pollution Research · doi:10.1007/s11356-021-14252-3 · Cited by 51 · see citing works
Goswami, R. K., Agrawal, K., & Verma, P. (2021) · Energy Conversion and Management X · doi:10.1016/j.ecmx.2021.100154 · Cited by 51 · see citing works
Rojas-Villalta, D., Rojas-Rodríguez, D., Villanueva-Ilama, M., Guillén-Watson, R., Murillo-Vega, F., Gómez-Espinoza, O., & Núñez-Montero, K. (2024) · Biology · doi:10.3390/biology13090712 · Cited by 51 · see citing works
Kim, E.-A. L., Kang, N., Heo, S.-Y., Oh, J.-Y., Lee, S., Cha, S., Kim, W., & Heo, S. (2023) · Marine Drugs · doi:10.3390/md21070369 · Cited by 43 · see citing works
UV–C radiation increases sterol production in the microalga Pavlova lutheri
Ahmed, F., & Schenk, P. M. (2017) · Phytochemistry · doi:10.1016/j.phytochem.2017.04.002 · Cited by 40 · see citing works
Self-citationOptimization of Lutein Recovery from Tetraselmis suecica by Response Surface Methodology
Lee, K. H., Jang, Y. W., Kim, H., Ki, J., & Yoo, H. Y. (2021) · Biomolecules · doi:10.3390/biom11020182 · Cited by 40 · see citing works
Goswami, R. K., Agrawal, K., & Verma, P. (2021) · BioEnergy Research · doi:10.1002/9781119772125.ch6 · Cited by 37 · see citing works
Farahin, A. W., Yusoff, F. M., Basri, M., Nagao, N., & Shariff, M. (2018) · Journal of Applied Phycology · doi:10.1007/s10811-018-1694-9 · Cited by 33 · see citing works
Sathasivam, R., & Ki, J. (2019) · Molecular Biology Reports · doi:10.1007/s11033-018-04583-9 · Cited by 29 · see citing works
Khalili, Z., Jalili, H., Noroozi, M., & Amrane, A. (2019) · Journal of Applied Phycology · doi:10.1007/s10811-019-01782-0 · Cited by 27 · see citing works
Laminaria japonica hydrolysate promotes fucoxanthin accumulation in Phaeodactylum tricornutum
Wang, Z., Wang, P.-K., Ma, Y., Lin, J.-X., Wang, C.-L., Yu-xiang, Z., Zhang, X., Huang, B.-C., Zhao, S.-G., Gao, L., et al. (2021) · Bioresource Technology · doi:10.1016/j.biortech.2021.126117 · Cited by 27 · see citing works
Effect of Micronutrient and Hormone on Microalgae Growth Assessment for Biofuel Feedstock
Aslam, A., Rasul, S., Bahadar, A., Hossain, N., Saleem, M., Hussain, S., Rasool, L., & Manzoor, H. (2021) · Sustainability · doi:10.3390/su13095035 · Cited by 23 · see citing works
Nur, M. M. A. (2022) · Journal of Applied Phycology · doi:10.1007/s10811-022-02738-7 · Cited by 20 · see citing works
Nasirian, N., Mirzaie, M., Çiçek, N., & Levin, D. B. (2018) · Canadian Journal of Microbiology · doi:10.1139/cjm-2017-0613 · Cited by 20 · see citing works
Ecdysteroid Content and Therapeutic Activity in Elicited Spinach Accessions
Gorelick, J., Iraqi, R. H., & Bernstein, N. (2020) · Plants · doi:10.3390/plants9060727 · Cited by 19 · see citing works
Gee, D. M., Archer, L., Parkes, R., Fleming, G. T. A., Santos, H. M., & Touzet, N. (2021) · Journal of Proteomics · doi:10.1016/j.jprot.2021.104381 · Cited by 18 · see citing works
Ahmed, N. R., Manirafasha, E. N., Pan, X., Chen, B., Lu, Y., & Jing, K. (2019) · Bioresource Technology · doi:10.1016/j.biortech.2019.121883 · Cited by 16 · see citing works
Enhanced Lycopene Production by UV-C Irradiation in Radiation-Resistant Deinococcus radiodurans R1
Kang, C. K., Yang, J. E., Park, H. W., & Choi, Y. J. (2020) · Journal of Microbiology and Biotechnology · doi:10.4014/jmb.2009.09013 · Cited by 15 · see citing works
Androuin, T., Six, C., Bordeyne, F., de Bettignies, F., Noisette, F., & Davoult, D. (2020) · Symbiosis · doi:10.1007/s13199-020-00691-y · Cited by 13 · see citing works
Stress responses of the oil-producing green microalga Botryococcus braunii Race B
Cornejo-Corona, I., Thapa, H. R., Browne, D. R., Devarenne, T. P., & Lozoya‐Gloria, E. (2016) · PeerJ · doi:10.7717/peerj.2748 · Cited by 13 · see citing works
Medoro, A., Jafar, T. H., Sallustio, F., Scapagnini, G., Saso, L., & Davinelli, S. (2024) · Biochemistry (Moscow) · doi:10.1134/s0006297924100031 · Cited by 12 · see citing works
Han, C.-F., Liu, S., Yan, R.-R., Li, J., Chen, N., Zhang, L., Jia, S., & Han, P.-P. (2023) · Foods · doi:10.3390/foods12050915 · Cited by 12 · see citing works
Obel, H. O., Cheng, C., Tian, Z., Ji, L., Lou, Q., Yu, X., Wang, Y., Ogweno, J. O., & Chen, J. (2022) · Agronomy · doi:10.3390/agronomy12020300 · Cited by 11 · see citing works
Roszell, J., Chan, P.-S., Petri, B. M., Mao, T., Nolan, K. P., & Heyland, A. (2021) · Journal of Applied Phycology · doi:10.1007/s10811-021-02404-4 · Cited by 8 · see citing works
Kusnanda, A. J., Dharma, A., Armaini, A., Syafrizayanti, S., & Chaidir, Z. (2023) · Research Journal of Pharmacy and Technology · doi:10.52711/0974-360x.2023.00069 · Cited by 5 · see citing works
Isaia, A., Coulombier, N., Déan, L. L., Mériot, V., & Jauffrais, T. (2024) · Journal of Biotechnology · doi:10.1016/j.jbiotec.2024.10.013 · Cited by 3 · see citing works
Lin, J.-X., Zhao, S.-G., Huang, B.-C., Yin, J., Li, S., Ma, Y., Ye, J., Wang, H., Ji, X., Xu, J., et al. (2024) · Food Bioscience · doi:10.1016/j.fbio.2024.104880 · Cited by 1 · see citing works
Enhanced Synthesis of Polyphenols and Terpenes by UV-A Irradiation in Artemisia argyi Leaves
Li, S., Zhang, Z., Yang, L., Wang, H., Gu, H., & Liu, J. (2026) · Metabolites · doi:10.3390/metabo16060367 · Cited by 1 · see citing works
Hao, J., Zang, J., Liu, D., Hao, N., & Zhou, R. (2024) · Current Plant Biology · doi:10.1016/j.cpb.2024.100397 · Cited by 1 · see citing works
زاده, آ. غ., & جو, م. م. ح. (2020) · DOAJ (DOAJ: Directory of Open Access Journals) · doi:10.22108/bjm.2020.122183.1285
Cultivation Techniques to Induce High-Value Nutraceuticals in Microalgae
Ji, X., Webster, L. J., Wass, T. J., & Schenk, P. M. (2022) · BENTHAM SCIENCE PUBLISHERS eBooks · doi:10.2174/9789815051872122010006
Self-citationNur, M. M. A., Setyoningrum, T. M., & Alfitamara, B. (2023) · AIP conference proceedings · doi:10.1063/5.0113607
Hao, J., Zang, J., Liu, D., Hao, N., & Zhou, R. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4749480
Hao, J., Zang, J., Liu, D., Hao, N., & Zhou, R. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4796998
Yan, M., Liu, T., & Zhao, Q. (2025) · Applied Biochemistry and Biotechnology · doi:10.1007/s12010-025-05279-0
Microalgal pigments as emerging anti-cancer agents: Current status and prospects
Jayakanthan, M., Varghese, R., Efferth, T., & Ramamoorthy, S. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-24017-1.00002-6
Santo, É. D. E., MOTA, A. C. F., de Souza, R. B., ARAÚJO, A. G., Andrade, J. B., CARNEIRO, S. F., Gohara-Beirigo, A. K., Fortuna, M. C. A. E. F., Carvalho, A. M., Demarque, D. P., et al. (2026) · Fermentation · doi:10.3390/fermentation12090416
- Authors
- Ahmed, F., Fanning, K., Netzel, M., & Schenk, P. M.
- Affiliations
- The University of Queensland (AU)
- Department of Primary Industries (AU)
- Corresponding author
- Schenk, Peer M.
- Venue
- Applied Microbiology and Biotechnology
- Published
- 2015-07-23
- Volume
- 99
- Issue
- 22
- Pages
- 9407-9416
- ISSN
- 0175-7598 (ISSN-L)
- 1432-0614
- OpenAlex
- W2460888894
- Cited by
- 48
- References
- 40
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 7 · 2023: 4 · 2022: 4 · 2021: 9 · 2020: 6 · 2019: 5 · 2018: 3 · 2017: 3 · 2016: 3
- FWCI
- 0.89
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Applied Microbiology and Biotechnology (publishedVersion)
- PubMed (publishedVersion)
- Queensland Department of Agriculture and Fisheries archive of scientific and research publications (Queensland Department of Agriculture and Fisheries) (submittedVersion)
- Topics
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Algal biology and biofuel production
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Plant biochemistry and biosynthesis
- Life Sciences › Agricultural and Biological Sciences › Aquatic Science › Seaweed-derived Bioactive Compounds
- Keywords
- carotenoid accumulation, Dunaliella salina, Tetraselmis suecica, salicylic acid, methyl jasmonate, UV-C radiation, lutein, astaxanthin, beta-carotene, plant hormones, microalgae, green microalgae, carotenoid production
- MeSH terms
- Acetates, Chlorophyta, Anti-Infective Agents, Carotenoids, Cyclopentanes, Plant Growth Regulators, Ultraviolet Rays, Water Microbiology, Lutein, beta Carotene, Salicylic Acid, Xanthophylls, Oxylipins, Microalgae
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