Monitoring cellular C:N ratio in phytoplankton by means of FTIR-spectroscopy.

Droop Redfield ratio algae biomass composition cell quota chemometric modelling ecological stoichiometry nitrogen limitation

Journal

Journal of phycology
ISSN: 1529-8817
Titre abrégé: J Phycol
Pays: United States
ID NLM: 9882935

Informations de publication

Date de publication:
06 2019
Historique:
received: 19 04 2018
accepted: 04 01 2019
pubmed: 21 3 2019
medline: 23 2 2020
entrez: 21 3 2019
Statut: ppublish

Résumé

Statistical growth rate modelling can be applied in a variety of ecological and biotechnological applications. Such models are frequently based on Monod or Droop equations and, especially for the latter, require reliable determination of model input parameters such as C:N quotas. Besides growth rate modelling, a C:N quota quantification can be useful for monitoring and interpretation of physiological acclimation to abiotic and biotic disturbances (e.g., nutrient limitations). However, as high throughput C:N quota determination is difficult to perform, alternatives need to be established. Fourier-transformed infrared (FTIR) spectroscopy is used to analyze a variety of biochemical, chemical, and physiological parameters in phytoplankton. Hence, a quantification of the C:N quota should also be feasible. Therefore, using FTIR spectroscopy, six phytoplankton species from among different phylogenetic groups have been analyzed to determine the effect of nutrient limitation on C:N quota patterns. The typical species-specific response to increasing nitrogen limitation was an increase in the C:N quota. Irrespective of this species specificity, we were able to develop a reliable multi-species C:N quota prediction model based on FTIR spectroscopy using the partial least square regression (PLSR) algorithm. Our data demonstrate that the PLSR approach is more robust in C:N quota quantification (R

Identifiants

pubmed: 30893470
doi: 10.1111/jpy.12858
doi:

Substances chimiques

Nitrogen N762921K75

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

543-551

Subventions

Organisme : Bundesanstalt für Gewässerkunde
Pays : International
Organisme : Deutsche Forschungsgemeinschaft
ID : Wi 764/10
Pays : International
Organisme : Deutsche Forschungsgemeinschaft
ID : Wi 764/14
Pays : International
Organisme : Deutsche Forschungsgemeinschaft
ID : Wi 764/19
Pays : International

Informations de copyright

© 2019 Phycological Society of America.

Auteurs

Heiko Wagner (H)

Department of Plant Physiology, Institute of Biology, Leipzig University, Johannisallee 21-23, D-04103, Leipzig, Germany.

Christian Jebsen (C)

Department of Plant Physiology, Institute of Biology, Leipzig University, Johannisallee 21-23, D-04103, Leipzig, Germany.

Christian Wilhelm (C)

Department of Plant Physiology, Institute of Biology, Leipzig University, Johannisallee 21-23, D-04103, Leipzig, Germany.
German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, D-04103, Leipzig, Germany.

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Classifications MeSH