The application of micro-FTIR spectroscopy to analyze nutrient stress-related changes in biomass composition of phytoplankton algae
Abstract
Micro-Fourier transform infrared (FTIR) spectroscopy was used to study changes in spectral features of three species of Cyanobacteria (Microcystis aeruginosa, Croococcus minutus, and Nostoc sp.) and two Bacillariophyceae (Cyclotella meneghiniana, and Phaeodactylum tricornutum) in response to nutrient stress. The change of physiological state of the cells was followed during a 4-week starvation period on the basis of physiological key parameters and by means of FTIR spectroscopy. Changes in the integrated FTIR bands of cell spectra assigned to proteins, lipids, carbohydrates and silicate were used to calculate relative biomass composition. The results show that short-term acclimatization become visible at first in pigmentation and photosynthetic efficiency, whereas changes in biomass composition reflect long term modulation in the metabolism. Simultaneous monitoring of short term and long term stress acclimatization showed evidence that the metabolic strategies to cope with increasing nutrient limitation are highly species-specific. This species-specificity can only be resolved in natural phytoplankton samples by single cell techniques. The results show that the FTIR technique has the potential to become applicable for the determination of single cell biomass composition from natural phytoplankton communities.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Nutritional variability causes changes in the macromolecular composition of microalgae cells.
“Several studies to improve lipid production in microalgae have shown that nutritional variability causes changes in the macromolecular composition of microalgae cells [5,6].”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [5]
FTIR spectroscopy has been used for rapid assessment of lipids without lipid extraction and to monitor changes within intracellular macromolecular pools of microalgae.
“Many of the studies have reported the use of FTIR spectroscopy in the rapid assessment of lipids, without the need for lipid extraction and to monitor the changes within the intracellular macromolecular pools of microalgae [15,20 -23].”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [20]
Biomolecular groups in Chlamydomonas sp. were identified and variation in peak intensity between NP treatments and days of growth was assessed.
“Similarly, for Chlamydomonas sp ., (Fig.3 and 4) their biomolecular groups were identified and the variation in the intensity of the peaks between NP treatments and the days of growth was assessed and is tabulated in Table 3 [9,20,23,52 -54].”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [20]
The microalgae cells experienced nutritional stress as a result of low nitrate and phosphate contents, which increased the content of hydrocarbons.
“This implies that the microalgae cells have experienced nutritional stress as a result of the low nitrate and phosphate contents, which have increased the content of hydrocarbons [9,20].”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [20]
The two species M. contortum and Chlamydomonas sp. have produced more neutral lipids (TAGs) with nutritional depletion.
“This indicates that the two species M.contortum and Chlamydomonas sp. have produced more neutral lipids (TAGs) with nutritional depletion [9,20,61 -63] and it is a positive indication that these microalgae species can be tapped for biodiesel production.”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [20]
The ~1740 cm−1 IR band is assigned to ν(C=O) stretches of esters from lipids - Triacylglycerides (TAGs).
“~ 1740 | | m + | | m + | | m + | | s + |”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [20]
The ~3010 cm−1 IR band is assigned to (=CH) stretches from unsaturated lipids.
“~ 3010 | ~ 3014 | w + | w + | w + | vw + | w + | vw + | w + |”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [20]
The ~1658 cm−1 Raman band is assigned to cis ν(C=C) from unsaturated lipids.
“~ 1654 | ~ 1658 | s + | w + | s + | vw + | s + | vw + | m + |”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [20]
The ~2924 cm−1 IR band is assigned to (CH2) asymmetric stretches from hydrocarbons.
“~ 2924 | ~ 2912 | s + | vw + | m + | vw + | m + | vw + | s + |”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [20]
The ~2850 cm−1 IR band is assigned to νs(CH2) symmetric stretches.
“~ 2846 | ~ 2820 | s + | m + | s + | w + | s + | m + | vs + |”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [20]
The ~1654 cm−1 IR band is assigned to ν(C=O), ν(C-N) stretches and δ(N-H) deformations of Amide I from proteins.
“~ 1654 | ~ 1658 | s + | w + | s + | vw + | s + | vw + | m + |”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [20]
The ~1266 cm−1 IR band is assigned to δ(=CH) deformations from unsaturated lipids.
“~ 1266 | ~ 1264 | vw + | w + | vw + | w + | vw + | w + | vw + |”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [20]
The ~1380 cm−1 IR band is assigned to δs(CH3) symmetric bend from lipids and proteins.
“~ 1380 | | vs - | | s - | | m - | | w - |”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [20]
The ~1440 cm−1 Raman band is assigned to δ(CH2) scissoring from saturated lipids and hydrocarbons.
“| ~ 1440 | | s + | | s + | | s + |”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [20]
Cites
Jeffrey, S. W., & Humphrey, G. F. (1975) · Biochemie und Physiologie der Pflanzen · doi:10.1016/s0015-3796(17)30778-3 · Cited by 5,231 · see citing works
Interpretation of Infrared Spectra, A Practical Approach
Coates, J. (2000) · Wiley eBooks · doi:10.1002/9780470027318.a5606 · Cited by 4,725 · see citing works
Non-Photochemical Quenching. A Response to Excess Light Energy
Müller, P., Li, X.-P., & Niyogi, K. K. (2001) · Plant Physiology · doi:10.1104/pp.125.4.1558 · Cited by 2,840 · see citing works
The use of chlorophyll fluorescence nomenclature in plant stress physiology
van Kooten, O., & Snel, J. F. H. (1990) · Photosynthesis Research · doi:10.1007/bf00033156 · Cited by 2,314 · 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
Growth rate influence on the chemical composition of phytoplankton in oceanic waters
Goldman, J. C., McCarthy, J. J., & Peavey, D. G. (1979) · Nature · doi:10.1038/279210a0 · Cited by 930 · see citing works
Microbiological characterizations by FT-IR spectroscopy
Naumann, D., Helm, D., & Labischinski, H. (1991) · Nature · doi:10.1038/351081a0 · Cited by 923 · see citing works
Rhee, G. (1978) · Limnology and Oceanography · doi:10.4319/lo.1978.23.1.0010 · Cited by 730 · see citing works
Bertilsson, S., Berglund, O., Karl, D. M., & Chisholm, S. W. (2003) · Limnology and Oceanography · doi:10.4319/lo.2003.48.5.1721 · Cited by 501 · see citing works
Shifrin, N. S., & Chisholm, S. W. (1981) · Journal of Phycology · doi:10.1111/j.1529-8817.1981.tb00865.x · Cited by 488 · see citing works
Geider, R. J., LaRoche, J., Greene, R. M., & Olaizola, M. (1993) · Journal of Phycology · doi:10.1111/j.0022-3646.1993.00755.x · Cited by 402 · see citing works
Yongmanitchai, W., & Ward, O. P. (1991) · Applied and Environmental Microbiology · doi:10.1128/aem.57.2.419-425.1991 · Cited by 371 · see citing works
Toward an Understanding of the Mechanism of Nonphotochemical Quenching in Green Plants
Holt, N. E., Fleming, G. R., & Niyogi, K. (2004) · Biochemistry · doi:10.1021/bi0494020 · Cited by 320 · see citing works
Approaches for determining phytoplankton nutrient limitation
Beardall, J., Young, E. B., & Roberts, S. (2001) · Aquatic Sciences · doi:10.1007/pl00001344 · Cited by 309 · see citing works
Giordano, M., Kansiz, M., Heraud, P., Beardall, J., Wood, B., & McNaughton, D. (2001) · Journal of Phycology · doi:10.1046/j.1529-8817.2001.037002271.x · Cited by 301 · see citing works
Rhee, G.-‐., & Gotham, I. J. (1981) · Limnology and Oceanography · doi:10.4319/lo.1981.26.4.0649 · Cited by 258 · see citing works
Lynn, S. G., Kilham, S. S., Kreeger, D. A., & Interlandi, S. J. (2000) · Journal of Phycology · doi:10.1046/j.1529-8817.2000.98251.x · Cited by 219 · see citing works
Lourenço, S. O., Barbarino, E., Marquez, Ú. M. L., & Aidar, E. (1998) · Journal of Phycology · doi:10.1046/j.1529-8817.1998.340798.x · Cited by 191 · see citing works
Interpretation of infrared spectra
Duffy, N. V. (1972) · Journal of Chemical Education · doi:10.1021/ed049p652.1 · Cited by 185 · see citing works
Finazzi, G., Furia, A., Barbagallo, R. P., & Forti, G. C. (1999) · Biochimica et Biophysica Acta (BBA) - Bioenergetics · doi:10.1016/s0005-2728(99)00089-4 · Cited by 173 · see citing works
The influence of changes in nitrogen: silicon ratios on diatom growth dynamics
Gilpin, L. C., Davidson, K., & Roberts, E. (2004) · Journal of Sea Research · doi:10.1016/j.seares.2003.05.005 · Cited by 148 · see citing works
The dynamics of cyanobacterial silicification: an infrared micro-spectroscopic investigation
Benning, L. G., Phoenix, V. R., Yee, N., & Konhauser, K. O. (2004) · Geochimica et Cosmochimica Acta · doi:10.1016/s0016-7037(03)00488-5 · Cited by 145 · see citing works
Algal Adaptation to Environmental Stresses
(2001) · Springer eBooks · doi:10.1007/978-3-642-59491-5 · Cited by 140 · see citing works
Respiratory losses in the light in a marine diatom: Measurements by short‐term mass spectrometry
Weger, H. G., Herzig, R., Falkowski, P. G., et al. (1989) · Limnology and Oceanography · doi:10.4319/lo.1989.34.7.1153 · Cited by 133 · see citing works
Schreiber, U., Neubauer, C., & Schliwa, U. (1993) · Photosynthesis Research · doi:10.1007/bf00018076 · Cited by 121 · see citing works
Electron transport and photophosphorylation by Photosystem I in vivo in plants and cyanobacteria
FORK, D. C., & Herbert, S. K. (1993) · Photosynthesis Research · doi:10.1007/bf00033035 · Cited by 117 · see citing works
A comparison of methods for detection of phosphate limitation in microalgae
Beardall, J., Berman, T., Heraud, P., Kadiri, M. O., Light, B., Patterson, G., Roberts, S., Sulzberger, B., Sahan, E., Uehlinger, U., et al. (2001) · Aquatic Sciences · doi:10.1007/pl00001342 · Cited by 100 · see citing works
Terry, K. L., Hirata, J. A., & Laws, E. A. (1983) · Journal of Experimental Marine Biology and Ecology · doi:10.1016/0022-0981(83)90054-0 · Cited by 93 · see citing works
Mitochondrial Respiration Can Support NO3− and NO2− Reduction during Photosynthesis
Weger, H. G., & Turpin, D. H. (1989) · PLANT PHYSIOLOGY · doi:10.1104/pp.89.2.409 · Cited by 85 · see citing works
METABOLIC RESPONSES OF THE DIATOM ACHNANTHES BREVIPES (BACILLARIOPHYCEAE) TO NUTRIENT LIMITATION
Guerrini, F., Cangini, M., Boni, L., Trost, P., & Pistocchi, R. (2000) · Journal of Phycology · doi:10.1046/j.1529-8817.2000.99070.x · Cited by 82 · see citing works
SIGEE, D. C., DEAN, A., LEVADO, E., & TOBIN, M. J. (2002) · European Journal of Phycology · doi:10.1017/s0967026201003444 · Cited by 72 · see citing works
Osborne, B. A., & Geider, R. J. (1986) · Plant Cell & Environment · doi:10.1111/j.1365-3040.1986.tb01619.x · Cited by 68 · see citing works
Light and nitrogen deficiency effects on the growth and composition ofPhaeodactylum tricornutum
Qian, K., & Borowitzka, M. A. (1993) · Applied Biochemistry and Biotechnology · doi:10.1007/bf02916415 · Cited by 62 · see citing works
Liu, H., Laws, E. A., Villareal, T. A., et al. (2001) · Journal of Phycology · doi:10.1046/j.1529-8817.2001.037004500.x · Cited by 48 · see citing works
Larson, T. R., & Rees, T. A. V. (1996) · Journal of Phycology · doi:10.1111/j.0022-3646.1996.00388.x · Cited by 48 · see citing works
Kozłowska-Szerenos, B., Bialuk, I., & Maleszewski, S. (2004) · Plant Physiology and Biochemistry · doi:10.1016/j.plaphy.2004.02.010 · Cited by 44 · see citing works
GROWTH RATE RELATIONSHIPS TO PHYSIOLOGICAL INDICES OF NUTRIENT STATUS IN MARINE DIATOMS
Clark, D. R. (2001) · Journal of Phycology · doi:10.1046/j.1529-8817.2001.037002249.x · Cited by 15 · see citing works
Lohrenz, S. E., & Taylor, C. D. (1987) · Journal of Experimental Marine Biology and Ecology · doi:10.1016/0022-0981(87)90146-8 · Cited by 12 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Markou, G., & Nerantzis, E. (2013) · Biotechnology Advances · doi:10.1016/j.biotechadv.2013.07.011 · Cited by 815 · 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
Trends and novel strategies for enhancing lipid accumulation and quality in microalgae
Singh, P., Kumari, S., Guldhe, A., Misra, R., Rawat, I., & Bux, F. (2016) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2015.11.001 · Cited by 309 · see citing works
FT-IR Microspectroscopy Enhances Biological and Ecological Analysis of Algae
Murdock, J. N., & Wetzel, D. L. (2009) · Applied Spectroscopy Reviews · doi:10.1080/05704920902907440 · Cited by 223 · see citing works
Jiang, Y., Yoshida, T., & Quigg, A. (2012) · Plant Physiology and Biochemistry · doi:10.1016/j.plaphy.2012.02.012 · Cited by 210 · see citing works
Meng, Y., Yao, C., Xue, S., & Yang, H. (2014) · Bioresource Technology · doi:10.1016/j.biortech.2013.10.064 · Cited by 174 · see citing works
Mayers, J. J., Flynn, K. J., & Shields, R. J. (2013) · Bioresource Technology · doi:10.1016/j.biortech.2013.08.133 · Cited by 179 · see citing works
Wagner, H., Liu, Z., Langner, U., Stehfest, K., & Wilhelm, C. (2010) · Journal of Biophotonics · doi:10.1002/jbio.201000019 · Cited by 134 · see citing works
Self-citationPalmucci, M., Ratti, S., & Giordano, M. (2011) · Journal of Phycology · doi:10.1111/j.1529-8817.2011.00963.x · Cited by 104 · see citing works
Driver, T., Bajhaiya, A. K., Allwood, J. W., Goodacre, R., Pittman, J. K., & Dean, A. P. (2015) · Algal Research · doi:10.1016/j.algal.2015.06.009 · Cited by 107 · 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
Nutrient temperature and light stress alter phosphorus and carbon forms in culture-grown algae
Cade-Menun, B. J., & Paytan, A. (2010) · Marine Chemistry · doi:10.1016/j.marchem.2010.03.002 · Cited by 93 · 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
Cultivation of algae with indigenous species – Potentials for regional biofuel production
Odlare, M., Nehrenheim, E., Ribé, V., Thorin, E., Gavare, M., & Grube, M. (2011) · Applied Energy · doi:10.1016/j.apenergy.2011.01.006 · Cited by 68 · see citing works
Ferro, L., Gojkovic, Z., Gorzsás, A., & Funk, C. (2019) · Molecules · doi:10.3390/molecules24183237 · Cited by 65 · see citing works
Dean, A. P., Martin, M. C., & Sigee, D. C. (2007) · Phycologia · doi:10.2216/06-27.1 · Cited by 58 · see citing works
The Analytical Possibilities of FT-IR Spectroscopy Powered by Vibrating Molecules
Koczoń, P., Hołaj-Krzak, J. T., Palani, B. K., Bolewski, T., Dąbrowski, J., Bartyzel, B. J., & Gruczyńska-Sękowska, E. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms24021013 · Cited by 62 · 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
Borowitzka, M. A. (2013) · Algae for Biofuels and Energy · doi:10.1007/978-94-007-5479-9_4 · Cited by 50 · see citing works
Microalgae triacylglycerols content by FT-IR spectroscopy
Miglio, R., Palmery, S., Salvalaggio, M., Carnelli, L., Capuano, F., & Borrelli, R. (2013) · Journal of Applied Phycology · doi:10.1007/s10811-013-0007-6 · Cited by 41 · see citing works
Koch, C., Brandstetter, M., Wechselberger, P., Lorantfy, B., Plata, M. R., Radel, S., Herwig, C., & Lendl, B. (2015) · Analytical Chemistry · doi:10.1021/ac504126v · Cited by 35 · see citing works
Podevin, M., Fotidis, I. A., & Angelidaki, I. (2018) · Critical Reviews in Biotechnology · doi:10.1080/07388551.2017.1398132 · Cited by 34 · 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
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
Difusa, A., Mohanty, K., & Goud, V. V. (2016) · Biomass Conversion and Biorefinery · doi:10.1007/s13399-016-0198-6 · Cited by 21 · see citing works
Surveillance of C-Allocation in Microalgal Cells
Wagner, H., Jungandreas, A., Fanesi, A., & Wilhelm, C. (2014) · Metabolites · doi:10.3390/metabo4020453 · Cited by 16 · see citing works
Self-citationTan, S.-T., Balasubramanian, R. K., Das, P., Obbard, J. P., & Chew, W. (2013) · Bioresource Technology · doi:10.1016/j.biortech.2013.01.060 · Cited by 15 · see citing works
Vogt, F., & White, L. (2015) · Analytica Chimica Acta · doi:10.1016/j.aca.2015.02.005 · Cited by 10 · see citing works
Moraes, G. P. D., & Vieira, A. A. H. (2014) · PLoS ONE · doi:10.1371/journal.pone.0114458 · Cited by 5 · see citing works
- Authors
- Stehfest, K., Toepel, J., & Wilhelm, C.
- Affiliations
- Leipzig University (DE)
- Corresponding author
- Stehfest, Katja
- Venue
- Plant Physiology and Biochemistry
- Publisher
- Elsevier BV
- Published
- 2005-07
- Volume
- 43
- Issue
- 7
- Pages
- 717-726
- ISSN
- 0981-9428 (ISSN-L)
- OpenAlex
- W2058108794
- Cited by
- 316
- References
- 38
- Citations by year
- 2026: 12 · 2025: 13 · 2024: 9 · 2023: 12 · 2022: 22 · 2021: 24 · 2020: 28 · 2019: 20 · 2018: 13 · 2017: 20 · 2016: 23 · 2015: 20 · 2014: 14 · 2013: 24 · 2012: 18
- FWCI
- 3.23
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Plant Physiology and Biochemistry (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biophysics › Spectroscopy Techniques in Biomedical and Chemical Research
- Physical Sciences › Environmental Science › Environmental Chemistry › Aquatic Ecosystems and Phytoplankton Dynamics
- Physical Sciences › Chemistry › Analytical Chemistry › Spectroscopy and Chemometric Analyses
- Keywords
- FTIR microspectroscopy, nutritional stress, phytoplankton, cyanobacteria, Microcystis aeruginosa, Nostoc, diatoms, Cyclotella meneghiniana, Phaeodactylum tricornutum, starvation, biomass composition, photosynthetic efficiency, pigmentation, single-cell analysis
- MeSH terms
- Cyanobacteria, Phytoplankton, Sensitivity and Specificity, Species Specificity, Spectroscopy, Fourier Transform Infrared, Biomass, Eukaryota
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review