Metabolic responses of eukaryotic microalgae to environmental stress limit the ability of FT-IR spectroscopy for species identification
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Fourier Transform Infrared (FT-IR) spectroscopy is a robust method for macromolecular analysis and differentiation of microorganisms. However, most studies are performed in controlled conditions and it is unclear whether this tool is appropriate for the identification of eukaryotic microalgae species from variable environments. In order to address this, nine closely-related species of marine and freshwater microalgae were grown under controlled (non-stressed) and variable (non-stressed and stressed) conditions, including nutrient-stressed and wastewater-stressed conditions. Following optimization of data processing methods, FT-IR spectra from all species and conditions were compared. The substantial metabolic changes that were caused by nutrient starvation restricted the ability of FT-IR spectroscopy to differentiate the microalgal species grown under variable conditions efficiently. Comparison of unsupervised and supervised multivariate data analysis methods found that principal component-discriminant function analysis was able best to differentiate between some species under controlled conditions but still gave poor differentiation under variable environmental conditions.
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Not all microalgae species respond to nutrient scarcity by accumulating carbohydrates or lipids.
“Although nutritional scarcity has caused metabolic changes in microalgae, such as the accumulation of carbohydrates and lipids, not all species have responded to nutrient scarcity by accumulating carbohydrates or lipids [6,13,14].”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [14]
As nutrients are depleted, the amount of proteins in microalgae cells reduces, which alters the cell metabolism to accumulate more carbohydrates (1200-1000 cm-1) and lipids in the form of TAGs (~1740 cm-1).
“This indicates that as nutrients are depleted, the amount of proteins in microalgae cells reduces, which alters the cell metabolism to accumulate more carbohydrates (1200-1000 cm -1 ) and lipids in the form of TAGs (~1740 cm -1 )[11,14,31].”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [14]
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Chisti, Y. (2007) · Biotechnology Advances · doi:10.1016/j.biotechadv.2007.02.001 · Cited by 9,524 · see citing works
Microalgal triacylglycerols as feedstocks for biofuel production: perspectives and advances
Hu, Q., Sommerfeld, M., Jarvis, E., Ghirardi, M., Posewitz, M., Seibert, M., & Darzins, A. (2008) · The Plant Journal · doi:10.1111/j.1365-313x.2008.03492.x · Cited by 3,745 · see citing works
(1989) · Elsevier eBooks · doi:10.1016/c2009-0-02778-0 · Cited by 1,166 · see citing works
The development of artificial media for marine algae
Provasoli, L., McLaughlin, J. J. A., & Droop, M. R. (1957) · Archives of Microbiology · doi:10.1007/bf00446694 · Cited by 969 · see citing works
Siaut, M., Cuiné, S., Cagnon, C., Fessler, B., Nguyen, H. M., Carrier, P., Beyly, A., Beisson, F., Triantaphylidès, C., Li‐Beisson, Y., et al. (2011) · BMC Biotechnology · doi:10.1186/1472-6750-11-7 · Cited by 754 · see citing works
Dean, A. P., Sigee, D. C., Estrada, B., & Pittman, J. K. (2010) · Bioresource Technology · doi:10.1016/j.biortech.2010.01.065 · Cited by 523 · see citing works
Self-citationMartens, H., & Stark, E. (1991) · Journal of Pharmaceutical and Biomedical Analysis · doi:10.1016/0731-7085(91)80188-f · Cited by 515 · see citing works
Mariey, L., Signolle, J. P., Amiel, C., & Travert, J. (2001) · Vibrational Spectroscopy · doi:10.1016/s0924-2031(01)00113-8 · Cited by 345 · see citing works
Stehfest, K., Toepel, J., & Wilhelm, C. (2005) · Plant Physiology and Biochemistry · doi:10.1016/j.plaphy.2005.07.001 · Cited by 316 · see citing works
Kansiz, M., Heraud, P., Wood, B., Burden, F., Beardall, J., & McNaughton, D. (1999) · Phytochemistry · doi:10.1016/s0031-9422(99)00212-5 · Cited by 238 · see citing works
Fischer, G., Braun, S., Thißen, R., & Dott, W. (2005) · Journal of Microbiological Methods · doi:10.1016/j.mimet.2005.04.005 · Cited by 194 · see citing works
Timmins, É. M., Howell, S. A., Alsberg, B. K., Noble, W. C., & Goodacre, R. (1998) · Journal of Clinical Microbiology · doi:10.1128/jcm.36.2.367-374.1998 · Cited by 194 · see citing works
Self-citationIdentification of microorganisms by FTIR spectroscopy: perspectives and limitations of the method
Wenning, M., & Scherer, S. (2013) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-013-5087-3 · Cited by 173 · see citing works
Goodacre, R., Timmins, É. M., Rooney, P. J., Rowland, J. J., & Kell, D. B. (1996) · FEMS Microbiology Letters · doi:10.1111/j.1574-6968.1996.tb08342.x · Cited by 172 · see citing works
Self-citationGoodacre, R., & Kell, D. B. (2017) · FEMS Microbiology Letters · doi:10.1093/femsle/fnx018 · Cited by 165 · see citing works
Self-citationOsundeko, O., Dean, A. P., Davies, H. S., & Pittman, J. K. (2014) · Plant and Cell Physiology · doi:10.1093/pcp/pcu113 · Cited by 133 · see citing works
Self-citationOberreuter, H., Seiler, H., & Scherer, S. (2002) · INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY · doi:10.1099/00207713-52-1-91 · Cited by 132 · see citing works
Rebuffo-Scheer, C. A., Schmitt, J., Wenning, M., von Stetten, F., & Scherer, S. (2006) · Applied and Environmental Microbiology · doi:10.1128/aem.72.2.994-1000.2006 · Cited by 119 · see citing works
Dean, A. P., Nicholson, J. M., & Sigee, D. C. (2008) · European Journal of Phycology · doi:10.1080/09670260801979287 · Cited by 81 · see citing works
Self-citationDomenighini, A., & Giordano, M. (2009) · Journal of Phycology · doi:10.1111/j.1529-8817.2009.00662.x · Cited by 78 · see citing works
Liu, J., Mukherjee, J., Hawkes, J. J., & Wilkinson, S. J. (2013) · Journal of Chemical Technology & Biotechnology · doi:10.1002/jctb.4027 · Cited by 77 · see citing works
Sigee, D. C., Bahrami, F., Estrada, B., Webster, R. E., & Dean, A. P. (2007) · Phycologia · doi:10.2216/07-14.1 · Cited by 64 · see citing works
Self-citationDean, A. P., Martin, M. C., & Sigee, D. C. (2007) · Phycologia · doi:10.2216/06-27.1 · Cited by 58 · see citing works
Self-citationPotential of Bioenergy Production from Microalgae
Driver, T., Bajhaiya, A. K., & Pittman, J. K. (2014) · Current Sustainable/Renewable Energy Reports · doi:10.1007/s40518-014-0011-8 · Cited by 48 · see citing works
Self-citationThe rapid identification of Acinetobacter species using Fourier transform infrared spectroscopy
Winder, C. L., Carr, E. L., Goodacre, R., & Seviour, R. J. (2004) · Journal of Applied Microbiology · doi:10.1046/j.1365-2672.2003.02154.x · Cited by 47 · see citing works
Self-citationPatel, S. A., Currie, F., Thakker, N., & Goodacre, R. (2008) · The Analyst · doi:10.1039/b809441a · Cited by 35 · see citing works
Self-citationGiordano, M., Ratti, S., Domenighini, A., & Vogt, F. (2009) · Plant Ecology & Diversity · doi:10.1080/17550870903353088 · Cited by 29 · see citing works
Changing patterns of carbon allocation in lake phytoplankton: an FTIR analysis
Dean, A. P., Nicholson, J. M., & Sigee, D. C. (2011) · Hydrobiologia · doi:10.1007/s10750-011-0973-0 · Cited by 15 · see citing works
Self-citationBounphanmy, S., Thammathaworn, S., Thanee, N., Pirapathrungsuriya, K., Beardall, J., McNaughton, D., & Heraud, P. (2010) · Journal of Biophotonics · doi:10.1002/jbio.201000017 · Cited by 15 · see citing works
Dean, A. P., Pittman, J. K., & Sigee, D. C. (2014) · Research Explorer (The University of Manchester) · Cited by 1 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Impact of torrefaction on the composition, structure and reactivity of a microalga residue
Chen, Y.-C., Chen, W., Lin, B.-J., Chang, J., & Ong, H. C. (2016) · Applied Energy · doi:10.1016/j.apenergy.2016.07.130 · Cited by 190 · see citing works
Wet torrefaction of microalga Chlorella vulgaris ESP-31 with microwave-assisted heating
Bach, Q., Chen, W., Lin, S.-C., Sheen, H.-K., & Chang, J. (2016) · Energy Conversion and Management · doi:10.1016/j.enconman.2016.07.035 · Cited by 149 · see citing works
Chen, C. C., Zhu, X., Xu, H., Chen, F., Ma, J., & Pan, K. (2021) · Environmental Science & Technology · doi:10.1021/acs.est.1c04278 · Cited by 141 · see citing works
Khoo, C. G., Lam, M. K., Mohamed, A. R., & Lee, K. T. (2020) · Environmental Research · doi:10.1016/j.envres.2020.109828 · Cited by 127 · see citing works
Castro, J. D. S., Assemany, P. P., Carneiro, A. D. C. O., Ferreira, J., de Jesus, M. M., Rodrigues, F. D. Á., & Calijuri, M. L. (2021) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2020.144480 · Cited by 111 · see citing works
Grace, C. E. E., Lakshmi, P. K., Meenakshi, S., Vaidyanathan, S., Srisudha, S., & Mary, M. B. (2020) · Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy · doi:10.1016/j.saa.2019.117382 · Cited by 104 · see citing works
Yu, K. L., Chen, W., Sheen, H.-K., Chang, J., Lin, C.-S., Ong, H. C., Show, P. L., Ng, E., & Ling, T. C. (2020) · Renewable Energy · doi:10.1016/j.renene.2020.04.064 · Cited by 97 · see citing works
Magnetic pectin-Chlorella vulgaris biosorbent for the adsorption of dyes
Khorasani, A. C., & Shojaosadati, S. A. (2019) · Journal of environmental chemical engineering · doi:10.1016/j.jece.2019.103062 · Cited by 94 · see citing works
Hodač, L., Hallmann, C., Spitzer, K., Elster, J., Faßhauer, F., Brinkmann, N., Lepka, D., Diwan, V., & Friedl, T. (2016) · FEMS Microbiology Ecology · doi:10.1093/femsec/fiw122 · Cited by 87 · see citing works
Kozyatnyk, I., Benavente, V., Weidemann, E., Gentili, F. G., & Jansson, S. (2023) · Scientific Reports · doi:10.1038/s41598-023-35331-0 · Cited by 74 · see citing works
Nzayisenga, J. C., Eriksson, K. I. A., & Sellstedt, A. (2018) · Bioresource Technology · doi:10.1016/j.biortech.2018.02.085 · Cited by 70 · see citing works
Patel, A., Antonopoulou, I., Enman, J., Rova, U., Christakopoulos, P., & Μάτσακας, Λ. (2019) · BMC Chemical Engineering · doi:10.1186/s42480-019-0013-9 · Cited by 66 · see citing works
Ferro, L., Gojkovic, Z., Gorzsás, A., & Funk, C. (2019) · Molecules · doi:10.3390/molecules24183237 · Cited by 65 · see citing works
Ferro, L., Gorzsás, A., Gentili, F. G., & Funk, C. (2018) · Algal Research · doi:10.1016/j.algal.2018.08.031 · Cited by 63 · see citing works
Dean, A. P., Hartley, A., McIntosh, O. A., Smith, A. L., Feord, H. K., Holmberg, N. H., King, T., Yardley, E., White, K. N., & Pittman, J. K. (2018) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2018.07.445 · Cited by 61 · see citing works
Self-citationTwo Glycerol-3-Phosphate Dehydrogenases from Chlamydomonas Have Distinct Roles in Lipid Metabolism
Driver, T., Trivedi, D. K., McIntosh, O. A., Dean, A. P., Goodacre, R., & Pittman, J. K. (2017) · PLANT PHYSIOLOGY · doi:10.1104/pp.17.00491 · Cited by 57 · see citing works
Self-citationSaber, M., Takahashi, F., & Yoshikawa, K. (2018) · Environmental Science and Pollution Research · doi:10.1007/s11356-018-3106-8 · Cited by 55 · see citing works
Suastes-Rivas, J. K., Hernández‐Altamirano, R., Mena-Cervantes, V. Y., Barrios-Gómez, E. J., & Chaírez, I. (2020) · Fuel · doi:10.1016/j.fuel.2020.118633 · Cited by 54 · see citing works
Bajhaiya, A. K., Dean, A. P., Driver, T., Trivedi, D. K., Rattray, N. J. W., Allwood, J. W., Goodacre, R., & Pittman, J. K. (2016) · Metabolomics · doi:10.1007/s11306-015-0878-4 · Cited by 49 · see citing works
Self-citationOptimal cultivation towards enhanced biomass and floridean starch production by Porphyridium marinum
Hlima, H. B., Dammak, M., Gargouch, N., Hentati, F., Laroche, C., Michaud, P., Fendri, I., & Abdelkafi, S. (2019) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2019.01.207 · Cited by 45 · see citing works
Infrared spectroscopy as a tool to monitor interactions between nanoplastics and microalgae
Déniel, M., Lagarde, F., Caruso, A., & Errien, N. (2020) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-020-02683-9 · Cited by 40 · see citing works
Tsarpali, M., Kuhn, J. N., & Philippidis, G. P. (2022) · Sustainability · doi:10.3390/su14010455 · Cited by 37 · see citing works
Assessment of growth phases of the diatom Ditylum brightwellii by FT-IR and Raman spectroscopy
Rüger, J., Unger, N., Schie, I. W., Brunner, E., Popp, J., & Krafft, C. (2016) · Algal Research · doi:10.1016/j.algal.2016.09.007 · Cited by 32 · see citing works
Lee, S. H., Lee, K. H., Lee, S., Lee, S. K., Jeon, O. S., Jeon, Y. P., Hong, D., Yoo, Y. J., Park, S. Y., & Yoo, H. Y. (2024) · Journal of Environmental Sciences · doi:10.1016/j.jes.2024.03.039 · Cited by 31 · see citing works
Shahrokhi-Shahraki, R., Hubbe, M. A., & Park, J. (2024) · Journal of Water Process Engineering · doi:10.1016/j.jwpe.2024.105703 · Cited by 31 · see citing works
Zhu, J., Tan, X., Hafid, H. S., & Wakisaka, M. (2020) · Bioresource Technology · doi:10.1016/j.biortech.2020.124441 · Cited by 31 · see citing works
Kumar, C. S. P., Sylas, V. P., Cyril, N., Ambily, V., Sunila, C. T., Sreekanth, N. P., & Rayaroth, M. P. (2021) · Nano-Structures & Nano-Objects · doi:10.1016/j.nanoso.2021.100700 · Cited by 29 · see citing works
Barón‐Sola, Á., Toledo-Basantes, M., Arana-Gandía, M., Martínez, F., Ortega‐Villasante, C., Dučić, T., Yousef, I., & Hernández, L. E. (2021) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2021.126502 · Cited by 29 · see citing works
Optimization of a Chlorella–Saccharomyces co–culture system for enhanced metabolite productivity
Xu, Z., Theodoropoulos, C., & Pittman, J. K. (2024) · Algal Research · doi:10.1016/j.algal.2024.103455 · Cited by 28 · see citing works
Self-citationScarsini, M., Thurotte, A., Veidl, B., Amiard, F., Niepceron, F., Badawi, M., Lagarde, F., Schoefs, B., & Marchand, J. (2021) · Frontiers in Plant Science · doi:10.3389/fpls.2021.756421 · Cited by 27 · see citing works
Kumar, C. S. P., Sylas, V. P., Mechery, J., Ambily, V., Kabeer, R., & Sunila, C. T. (2022) · Algal Research · doi:10.1016/j.algal.2022.102924 · Cited by 27 · see citing works
A new integrated HPTLC - ATR/FTIR approach in marine algae bioprofiling
Agatonović-Kuštrin, S., Ramenskaya, G. V., Kustrin, E., Ortakand, D. B., & Morton, D. W. (2020) · Journal of Pharmaceutical and Biomedical Analysis · doi:10.1016/j.jpba.2020.113488 · Cited by 26 · see citing works
Li, X., Mao, X., Xie, W., Liu, B., & Chen, F. (2022) · ACS Sustainable Chemistry & Engineering · doi:10.1021/acssuschemeng.1c07432 · Cited by 25 · see citing works
Effects of water washing and KOH activation for upgrading microalgal torrefied biochar
Zhang, C., Jin, F., Chen, W., Kwon, E. E., & Zhang, Y. (2024) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2024.171254 · Cited by 25 · see citing works
CaCl2 pretreatment improves gamma toxicity tolerance in microalga Chlorella vulgaris
Husseini, Z. N., Tafreshi, S. A. H., Aghaie, P., & Toghyani, M. A. (2020) · Ecotoxicology and Environmental Safety · doi:10.1016/j.ecoenv.2020.110261 · Cited by 25 · see citing works
Zhu, J., & Wakisaka, M. (2019) · Bioresource Technology · doi:10.1016/j.biortech.2019.122343 · Cited by 24 · see citing works
Pyrolysis of Scenedesmus obliquus Biomass Following the Treatment of Different Wastewaters
Ferreira, A. F., Ferreira, A., Dias, A. P. S., & Gouveia, L. (2020) · BioEnergy Research · doi:10.1007/s12155-020-10102-1 · Cited by 24 · see citing works
Zhang, C., Li, F., Ho, S., Chen, W., Gunarathne, D. S., & Show, P. L. (2022) · Environmental Research · doi:10.1016/j.envres.2022.113389 · Cited by 22 · see citing works
Baumeister, T. U. H., Vallet, M., Kaftan, F., Guillou, L., Svatoš, A., & Pohnert, G. (2020) · Metabolomics · doi:10.1007/s11306-020-1646-7 · Cited by 22 · see citing works
Esther Elizabeth Grace, C., Briget Mary, M., Vaidyanathan, S., & Srisudha, S. (2022) · Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy · doi:10.1016/j.saa.2021.120830 · Cited by 21 · see citing works
Exploring Pavlova pinguis chemical diversity: a potentially novel source of high value compounds
Fernandes, T., Quintana, A. M., & Cordeiro, N. (2020) · Scientific Reports · doi:10.1038/s41598-019-57188-y · Cited by 21 · see citing works
Vojvodić, S., Luković, J. D., Zechmann, B., Jevtović, M., Pristov, J. B., Stanić, M., Lizzul, A. M., Pittman, J. K., & Spasojević, I. (2020) · Chemosphere · doi:10.1016/j.chemosphere.2020.127553 · Cited by 20 · see citing works
Self-citationKumari, A., & Kaur, R. (2022) · PeerJ · doi:10.7717/peerj.12859 · Cited by 20 · see citing works
Kamdem, M. C. M., & Lai, N. (2023) · Heliyon · doi:10.1016/j.heliyon.2022.e12754 · Cited by 19 · see citing works
Lin, B.-J., Chen, W., Lin, Y.-Y., Chang, J., Farooq, A., Singh, Y., Ong, H. C., & Show, P. L. (2020) · Bioresource Technology · doi:10.1016/j.biortech.2020.122774 · Cited by 18 · see citing works
Déniel, M., Errien, N., Lagarde, F., Zanella, M., & Caruso, A. (2020) · Environmental Pollution · doi:10.1016/j.envpol.2020.115227 · Cited by 18 · see citing works
Zhang, C., Ho, S., Chen, W., Wang, R., Show, P. L., & Ong, H. C. (2021) · Journal of Biotechnology · doi:10.1016/j.jbiotec.2021.07.009 · Cited by 18 · see citing works
Biosorption of Cd(II), Co(II), and Cu(II) onto Microalgae under Acidic and Neutral Conditions
Phiri, J. T., & Oh, S. (2024) · Sustainability · doi:10.3390/su16156342 · Cited by 18 · see citing works
Zhu, J., & Wakisaka, M. (2020) · Bioresource Technology · doi:10.1016/j.biortech.2020.122950 · Cited by 17 · see citing works
Mechanisms of detoxification of high copper concentrations by the microalga Chlorella sorokiniana
Vojvodić, S., Stanić, M., Zechmann, B., Dučić, T., Žižić, M. V., Dimitrijević, M., Luković, J. D., Milenković, M. R., Pittman, J. K., & Spasojević, I. (2020) · Biochemical Journal · doi:10.1042/bcj20200600 · Cited by 17 · see citing works
Self-citationBiochemical signatures of acclimation by Chlamydomonas reinhardtii to different ionic stresses
Charles, E. D., Muhamadali, H., Goodacre, R., & Pittman, J. K. (2018) · Algal Research · doi:10.1016/j.algal.2018.11.006 · Cited by 16 · see citing works
Self-citationOnay, M., & Aladağ, E. (2022) · Environmental Science and Pollution Research · doi:10.1007/s11356-022-23332-x · Cited by 16 · see citing works
Zhu, J., Tan, X., Hafid, H. S., & Wakisaka, M. (2022) · Fuel · doi:10.1016/j.fuel.2022.126775 · Cited by 15 · see citing works
Microalgal Biomass of Industrial Interest: Methods of Characterization
Dupré, C., Burrows, H. D., Campos, M. G., Delattre, C., Encarnação, T., Fauchon, M., Gaignard, C., Hellio, C., Ito, J., Laroche, C., et al. (2020) · Springer eBooks · doi:10.1007/978-3-030-35020-8_4 · Cited by 16 · see citing works
Single and Combined Enzymatic Saccharification and Biohydrogen Production from Chlorella sp. Biomass
Sriyod, K., Reungsang, A., & Plangklang, P. (2020) · BioEnergy Research · doi:10.1007/s12155-020-10191-y · Cited by 14 · see citing works
Jacinto, G. S. S., Cruz, G., Cabral, A. A., Bezerra, G. V. P., Peña-Garcia, R. R., Magalhães, U. N., & Gomes, W. C. (2023) · Algal Research · doi:10.1016/j.algal.2023.103266 · Cited by 15 · see citing works
Lee, H. E., Lee, J., Park, S. M., & Kim, D. G. (2023) · Frontiers in Microbiology · doi:10.3389/fmicb.2023.1176069 · Cited by 13 · see citing works
Ahmmed, F., Fraser‐Miller, S. J., Arachchige, P. S. G., Schallenberg, M., Novis, P. M., & Gordon, K. C. (2021) · Journal of Raman Spectroscopy · doi:10.1002/jrs.6161 · Cited by 13 · see citing works
Zhang, C., Chen, W., Zhang, Y., & Ho, S. (2023) · Energy · doi:10.1016/j.energy.2023.127612 · Cited by 13 · see citing works
Electrorheological properties of algae dispersed suspension: New application of harmful algae
Chun, Y., Ko, Y. G., Do, T., Jung, Y., Kim, S. W., Chun, Y. J., & Choi, U. S. (2017) · Colloids and Surfaces A Physicochemical and Engineering Aspects · doi:10.1016/j.colsurfa.2017.12.022 · Cited by 13 · see citing works
Sreenikethanam, A., Raj, S., Banu, J. R., Gugulothu, P., Varjani, S., & Bajhaiya, A. K. (2022) · Phytochemistry Reviews · doi:10.1007/s11101-022-09824-1 · Cited by 13 · see citing works
Self-citationSangtani, R., Parida, D., Mandal, R., Ghosh, T., & Bala, K. (2024) · Algal Research · doi:10.1016/j.algal.2024.103471 · Cited by 10 · see citing works
Yıldırım, A. (2024) · Journal of Applied Phycology · doi:10.1007/s10811-024-03393-w · Cited by 10 · see citing works
Blažina, M., Haberle, I., Hrustić, ⎜., Budiša, A., Petrić, I. S., Konjević, L., Šilović, T., Djakovac, T., & Geček, S. (2019) · Journal of Marine Science and Engineering · doi:10.3390/jmse7060164 · Cited by 11 · see citing works
Applications of Fourier-transform Infrared Spectroscopy in Geomicrobiology
Kenney, J. P. L., & Gorzsás, A. (2019) · Cambridge University Press eBooks · doi:10.1017/9781107707399.012 · Cited by 10 · see citing works
A three-step process of manganese acquisition and storage in the microalgaChlorella sorokiniana
Vojvodić, S., Dimitrijević, M., Žižić, M. V., Dučić, T., Aquilanti, G., Stanić, M., Zechmann, B., Luković, J. D., Stanković, D. M., Opačić, M., et al. (2022) · Journal of Experimental Botany · doi:10.1093/jxb/erac472 · Cited by 9 · see citing works
Self-citationKapelewska, J., Karpińska, J., Klekotka, U., & Piotrowska-Niczyporuk, A. (2024) · Chemosphere · doi:10.1016/j.chemosphere.2024.143993 · Cited by 9 · see citing works
Identification of microorganisms by Fourier-transform infrared spectroscopy
Suntsova, A. Y., Guliev, R. R., Попов, Д. А., Vostrikova, T. Y., Васильевич, Д. Д., Shchegolikhin, A. N., Лайпанов, Б. К., Priputnevich, T. V., Shevelev, A. B., & Kurochkin, I. N. (2018) · Bulletin of Russian State Medical University · doi:10.24075/brsmu.2018.046 · Cited by 9 · see citing works
Toxicity evaluation and preparation of CoWO4 nanoparticles towards microalga Dunaliella salina
Hassanpour, M., Tafreshi, S. A. H., Salavati‐Niasari, M., & Hamadanian, M. (2021) · Environmental Science and Pollution Research · doi:10.1007/s11356-021-12946-2 · Cited by 9 · see citing works
Tan, X., Zhu, J., & Wakisaka, M. (2021) · World Journal of Microbiology and Biotechnology · doi:10.1007/s11274-021-03185-1 · Cited by 8 · see citing works
Characterization of Lipid Production in Chlorella sp. Cultivated in Different Plant Fertilizers
Chakrabarty, B., Barczak, Ł., Rusanowska, P., Dudek, M., & Zieliński, M. (2024) · Energies · doi:10.3390/en17236193 · Cited by 10 · see citing works
Effect of phosphate availability on the dynamics of polyphosphate accumulation in microalgae
Raj, S., Sreenikethanam, A., Gobi, M., Sakate, D., Jayakumar, T., Rakesh, S., Banu, J. R., & Bajhaiya, A. K. (2025) · Scientific Reports · doi:10.1038/s41598-025-24985-7 · Cited by 7 · see citing works
Self-citationA METHOD FOR THE PREPARATION OF LUBRICATING OIL FROM MICROALGAE BIOMASS
Dziosa, K., & Makowska, M. (2016) · Tribologia : tarcie, zużycie, smarowanie · doi:10.5604/01.3001.0010.6706 · Cited by 7 · see citing works
Fernandes, T., & Cordeiro, N. (2020) · Journal of Phycology · doi:10.1111/jpy.13042 · Cited by 7 · see citing works
TAN, K. M., & Kassim, M. A. (2020) · Malaysian Applied Biology · doi:10.55230/mabjournal.v49i1.1647 · Cited by 7 · see citing works
Anand, V., Kashyap, M., Ghosh, A., & Bala, K. (2020) · Bioresource Technology Reports · doi:10.1016/j.biteb.2020.100593 · Cited by 5 · see citing works
Hassanpour, M., Hamadanian, M., Amiri, O., Tafreshi, S. A. H., & Salavati‐Niasari, M. (2021) · Arabian Journal of Chemistry · doi:10.1016/j.arabjc.2021.103671 · Cited by 5 · see citing works
Goff, K. L., Ellis, T. H., & Wilson, K. E. (2020) · The Analyst · doi:10.1039/d0an01386b · Cited by 4 · see citing works
D’Orazio, V., Stallone, D., Sermani, S., Loffredo, E., Cirulli, M., & Bruno, G. L. (2019) · Natural Product Research · doi:10.1080/14786419.2019.1652284 · Cited by 3 · see citing works
Machana, K., Kanokrung, A., Srichan, S., Vongsak, B., Kutako, M., & SIAFHA, E. (2018) · Walailak Journal of Science and Technology (WJST) · doi:10.48048/wjst.2020.4645 · Cited by 3 · see citing works
Thermal and thermocatalytic degradation of Desmodesmus SP. microalgae with HBeta 38
Batista, A. C. D. M., Queiroz, G. S. D. M., Ferreira, I. M. D. L., Viana, G. A. C. D. M., Araújo, A. M. D. M., Cavalcanti, L. N., de Araujo, A. S., de Sá, M. S., Wisniewski, A., & Gondim, A. D. (2024) · Fuel · doi:10.1016/j.fuel.2024.131156 · Cited by 2 · see citing works
Microalgae as a multibenefit natural solution for the wastewater industry: A UK pilot‐scale study
Coward, T., Ho, F. M., Whittle, I., & Viñuela, R. (2024) · Water and Environment Journal · doi:10.1111/wej.12950 · Cited by 2 · see citing works
Rahman, W. A., Suri, I. F., Febryano, I. G., Saputra, B., Duryat, & Hidayat, W. (2024) · Global Forest Journal · doi:10.32734/gfj.v2i02.15735 · Cited by 2 · see citing works
Characterization of the Lipid Metabolism in Chlorella Spp Cultivated in Different Plant FertilizersPreprint
Chakrabarty, B., Barczak, Ł., Rusanowska, P., Dudek, M., & Zieliński, M. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4788405 · Cited by 2 · see citing works
Roy, A., Kiran, B. R., Tiwari, M., Tripathi, S., & Poluri, K. M. (2026) · Environmental Science Nano · doi:10.1039/d5en00863h · Cited by 1 · see citing works
Hai, H. T. N., Luchessi, A. D., & Edalati, K. (2026) · International Journal of Hydrogen Energy · doi:10.1016/j.ijhydene.2026.154704 · Cited by 1 · see citing works
Evaluation of toxicity and biochemical characterisation of a microalgal diatom
Beekrum, L. (2023) · doi:10.51415/10321/4806 · Cited by 1 · see citing works
Majeke, B. M. (2017) · ResearchSpace (University of KwaZulu-Natal)
Autotrophic and heterotrophic culture of Nordic microalgae in wastewater for lipid production
Nzayisenga, J. C. (2020) · DiVA at Umeå University (Umeå University)
Salehi, Z., & Naziri, S. (2021) · Research Square · doi:10.21203/rs.3.rs-136792/v1
Esther Elizabeth Grace, C., Srisudha, S., Sakthieaswari, P., Mary, M. B., & Vaidyanathan, S. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.5061186
Goff, K. L., Wilson, K. E., & Ellis, T. H. (2025) · Canadian Journal of Chemistry · doi:10.1139/cjc-2024-0237
Leal, V. L., Rathke, C. R., Ortolan, S. A., Ferrão, M. F., Schneider, R. D. C. D. S., & Corbellini, V. A. (2025) · Algal Research · doi:10.1016/j.algal.2025.104435
Özcan, D. O., Fidan, B., & Madenoğlu, T. G. (2026) · International Journal of Phytoremediation · doi:10.1080/15226514.2025.2612194
Scarsini, M. (2021) · theses.fr (ABES) · doi:10.70675/92173af2z521ez448ez9649z8f04b1a5ec97 · Cited by 2 · see citing works
Dimitrijević, M., Žižić, M. V., Luković, J. D., Mutavdžić, D. R., Ćurić, V., Santrač, I., Kovačević, S., Bonanni, V., Gianoncelli, A., Pollastri, S., et al. (2026) · Plant Physiology and Biochemistry · doi:10.1016/j.plaphy.2026.111452
Self-citationDimitrijević, M., Luković, J. D., Dučić, T., Aquilanti, G., Salome-Pateyron, M., Stanić, M., Bohic, S., Jevtović, M., Kovačević, S., Opačić, M., et al. (2026) · Current Plant Biology · doi:10.1016/j.cpb.2026.100644
Self-citation
- Authors
- Driver, T., Bajhaiya, A. K., Allwood, J. W., Goodacre, R., Pittman, J. K., & Dean, A. P.
- Affiliations
- University of Manchester (GB)
- James Hutton Institute (GB)
- Corresponding author
- Pittman, Jon K.
- Dean, Andrew P.
- Venue
- Algal Research
- Publisher
- Elsevier BV
- Published
- 2015-09
- Volume
- 11
- Pages
- 148-155
- ISSN
- 2211-9264 (ISSN-L)
- PMC
- PMC4694091
- OpenAlex
- W1766987757
- Cited by
- 107
- References
- 31
- Citations by year
- 2026: 10 · 2025: 3 · 2024: 14 · 2023: 6 · 2022: 9 · 2021: 13 · 2020: 23 · 2019: 9 · 2018: 10 · 2017: 3 · 2016: 6 · 2015: 1
- FWCI
- 4.03
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Algal Research (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Research Explorer (The University of Manchester) (publishedVersion)
- Funders
- Carbon Trust (082)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biophysics › Spectroscopy Techniques in Biomedical and Chemical Research
- Physical Sciences › Chemistry › Analytical Chemistry › Spectroscopy and Chemometric Analyses
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Algal biology and biofuel production
- Keywords
- eukaryotic microalgae, species identification, FTIR spectroscopy, environmental stress, nutrient deprivation, metabolic response, multivariate analysis, marine microalgae, freshwater microalgae
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