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Sandmann M, Rading M. Starch granules in algal cells play an inherent role to shape the popular SSC signal in flow cytometry. BMC Res Notes 2024; 17:327. [PMID: 39472947 PMCID: PMC11523789 DOI: 10.1186/s13104-024-06983-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Accepted: 10/21/2024] [Indexed: 11/02/2024] Open
Abstract
OBJECTIVE Flow cytometry (FC) is probably the most important technique for single-cell analysis. It's precisely, rapid, and suitable for multidimensional single-cell analysis. The commonly used side scatter (SSC) intensity determined by FC is often interpreted as a measure of the internal cellular complexity of cells. In simple terms, the more structured a cell is, the higher the SSC intensity quantified by FC. Nevertheless, most of the studies that support this interpretation are based on data derived from animal or human cell lines and while it is assumed that the results can also be transferred to plant or algal cell lines, the details remain unclear. The objective of the recent work is to clarify the interpretation of the SSC signal from algal cells. RESULTS Algal lipid droplets and their starch play an inherent role to shape the popular SSC signal derived from FC. This was shown by a theoretical approach based on Lorenz-Mie theory. These results were supported by experiments with different model cultures of Chlamydomonas reinhardtii in which a high linear correlation was observed between the SSC signal and the 'physical' starch quantity.
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Affiliation(s)
- Michael Sandmann
- University of Applied Sciences Neubrandenburg, Brodaer Straße 2, D-17033, Neubrandenburg, Germany.
| | - Michael Rading
- Department of Theory and Bio-Systems, Max Planck Institute of Colloids and Interfaces, 14424, Potsdam, Germany
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Knappert J, Nolte J, Friese N, Yang Y, Lindenberger C, Rauh C, McHardy C. Decay of Trichomes of Arthrospira platensis After Permeabilization Through Pulsed Electric Fields (PEFs) Causes the Release of Phycocyanin. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2022. [DOI: 10.3389/fsufs.2022.934552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The cyanobacterium Arthrospira platensis is a promising source of edible proteins and other highly valuable substances such as the blue pigment-protein complex phycocyanin. Pulsed electric field (PEF) technology has recently been studied as a way of permeabilizing the cell membrane, thereby enhancing the mass transfer of water-soluble cell metabolites. Unfortunately, the question of the release mechanism is not sufficiently clarified in published literature. In this study, the degree of cell permeabilization (cell disintegration index) was directly measured by means of a new method using fluorescent dye propidium iodide (PI). The method allows for conclusions to be drawn about the effects of treatment time, electric field strength, and treatment temperature. Using a self-developed algorithm for image segmentation, disintegration of trichomes was observed over a period of 3 h. This revealed a direct correlation between cell disintegration index and decay of trichomes. This decay, in turn, could be brought into a direct temporal relationship with the release of phycocyanin. For the first time, this study reveals the relationship between permeabilization and the kinetics of particle decay and phycocyanin extraction, thus contributing to a deeper understanding of the release of cell metabolites in response to PEF. The results will facilitate the design of downstream processes to produce sustainable products from Arthrospira platensis.
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Sandmann M, Münzberg M, Bressel L, Reich O, Hass R. Inline monitoring of high cell density cultivation of Scenedesmus rubescens in a mesh ultra-thin layer photobioreactor by photon density wave spectroscopy. BMC Res Notes 2022; 15:54. [PMID: 35168633 PMCID: PMC8845379 DOI: 10.1186/s13104-022-05943-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 02/01/2022] [Indexed: 11/30/2022] Open
Abstract
Objective Due to multiple light scattering that occurs inside and between cells, quantitative optical spectroscopy in turbid biological suspensions is still a major challenge. This includes also optical inline determination of biomass in bioprocessing. Photon Density Wave (PDW) spectroscopy, a technique based on multiple light scattering, enables the independent and absolute determination of optical key parameters of concentrated cell suspensions, which allow to determine biomass during cultivation. Results A unique reactor type, called “mesh ultra-thin layer photobioreactor” was used to create a highly concentrated algal suspension. PDW spectroscopy measurements were carried out continuously in the reactor without any need of sampling or sample preparation, over 3 weeks, and with 10-min time resolution. Conventional dry matter content and coulter counter measurements have been employed as established offline reference analysis. The PBR allowed peak cell dry weight (CDW) of 33.4 g L−1. It is shown that the reduced scattering coefficient determined by PDW spectroscopy is strongly correlated with the biomass concentration in suspension and is thus suitable for process understanding. The reactor in combination with the fiber-optical measurement approach will lead to a better process management. Supplementary Information The online version contains supplementary material available at 10.1186/s13104-022-05943-2.
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Wurm H, Sandmann M. Establishment of a simple method to evaluate mixing times in a plastic bag photobioreactor using image processing based on freeware tools. BMC Res Notes 2021; 14:470. [PMID: 34965888 PMCID: PMC8715616 DOI: 10.1186/s13104-021-05892-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 12/21/2021] [Indexed: 11/10/2022] Open
Abstract
Objective Accurate determination of the mixing time in bioreactors is essential for the optimization of the productivity of bioprocesses. The aim of this work was to develop a simple optical method to determine the mixing time in a photobioreactor. The image processing method should be based on freeware tools, should not require programming skills, and thus could be used in education within high schools and in early stages of undergraduate programs. Results An optical method has been established to analyze images from recorded videos of mixing experiments. The steps are: 1. Extraction of a sequence of images from the video file; 2. Cropping of the pictures; 3. Background removal; and 4. Image analysis and mixing time evaluation based on quantification of pixel-to-pixel heterogeneity within a given area of interest. The novel method was generally able to track the dependency between aeration rate and mixing time within the investigated photobioreactor. In direct comparison, a pearson correlation coefficient of rho = 0.99 was obtained. Gas flow rates between 10 L h−1, and 300 L h−1 resulted from mixing times of between 48 and 14 s, respectively. This technique is applicable without programming skills and can be used in education with inexperienced user groups.
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Affiliation(s)
- Henrike Wurm
- University of Applied Sciences Neubrandenburg, Brodaer Straße 2, 17033, Neubrandenburg, Germany
| | - Michael Sandmann
- University of Applied Sciences Neubrandenburg, Brodaer Straße 2, 17033, Neubrandenburg, Germany.
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Sandmann M, Smetana S, Heinz V, Rohn S. Comparative life cycle assessment of a mesh ultra-thin layer photobioreactor and a tubular glass photobioreactor for the production of bioactive algae extracts. BIORESOURCE TECHNOLOGY 2021; 340:125657. [PMID: 34332441 DOI: 10.1016/j.biortech.2021.125657] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 07/19/2021] [Accepted: 07/22/2021] [Indexed: 06/13/2023]
Abstract
This study aimed at the comparison of two different photobioreactors with focus on technology and sustainability. The mesh ultra-thin layer photobioreactor (MUTL-PBR) exhibited around 3-fold biomass based space-time-yield and an around 10-fold specific antioxidant capacity than the traditional reference photobioreactor. Life cycle assessment (LCA) was done under autotrophic conditions in both pilot scale reactors with focus on biomass production and on antioxidant capacity of the biomass, respectively. Biomass production within the reference reactor showed a lower environmental impact in most categories. A significantly higher energy demand for mixing and cooling of the cell suspension within the MUTL-PBR is the major reason for its environmental burden. This relates to high impacts in the categories "non-renewable energy" and "global warming potential" per kg biomass. Comparing algal antioxidant capacity, environmental impact of the MUTL cultivation was 5-10 times lower. This clearly illustrates the potential of MUTL-PBR for sustainable production of bioactive substances.
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Affiliation(s)
- Michael Sandmann
- University of Applied Sciences Neubrandenburg, Brodaer Straße 2, D-17033 Neubrandenburg, Germany.
| | - Sergiy Smetana
- German Institute of Food Technologies - DIL e.V., Prof.-von-Klitzing-Str. 7, D-49610 Quakenbrueck, Germany
| | - Volker Heinz
- German Institute of Food Technologies - DIL e.V., Prof.-von-Klitzing-Str. 7, D-49610 Quakenbrueck, Germany
| | - Sascha Rohn
- Institute for Food and Environmental Research ILU e.V., Papendorfer Weg 3, 14806 Bad Belzig, Germany; Technische Universität Berlin, Institute of Food Technology and Food Chemistry, Department of Food Chemistry and Analysis, TIB 4/3-1, Gustav-Meyer-Allee 25, 13355 Berlin, Germany
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Fal S, Benhima R, El Mernissi N, Kasmi Y, Smouni A, El Arroussi H. Microalgae as promising source for integrated wastewater treatment and biodiesel production. INTERNATIONAL JOURNAL OF PHYTOREMEDIATION 2021; 24:34-46. [PMID: 34000939 DOI: 10.1080/15226514.2021.1920572] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Microalgae have been studied for their potential of wastewater treatment as well as a promising source for biodiesel production. This study investigates the potential of microalgae to remove nutrients from domestic wastewater (DWW) while producing lipids-rich biomass for biodiesel production. Eight microalgae were cultivated in (DWW) to evaluate their nutrients removal capacity and biomass production. Total phosphorus (TP) of DWW reduced from 2 mg L-1 to 0.02 mg L-1 with the treatment efficiency of 99.15% and the highest performance was noted in Chlamydomonas reinhardtii (C. reinhardtii). For total nitrogen (TN), treatment efficiency climbed to 99.07%. It is reduced from 18.35 to 0.17 mg L-1 recorded in C. reinhardtii and Chlorella pyrenoidosa (C. pyrenoidosa). On the other hand, all microalgae showed a high lipids-rich biomass in wastewater compared to BG11. The highest lipid content was 36.93% noted in Chlorella sorokiniana (C. sorokiniana). Fatty acids methyl ester (FAME) profiles showed a high content of palmitic C16:0, oleic C18:1 and stearic acids C18:0 in studied microalgae strains. In summary, microalgae envisage its potential application in integrated wastewater treatment and biodiesel production. In perspective, the authors focus on the validation of this bioprocess in pilot scale. Furthermore, the use of microalgae for other applications such CO2 biosequestration and added value products. Novelty statement: The present study investigates the potential of Moroccan microalgae as candidates to wastewater remediation and high biomass production with high lipid rate for biodiesel production.
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Affiliation(s)
- Soufiane Fal
- Green Biotechnology Laboratory, Moroccan Foundation for Advanced Science, Innovation and Research (MASCIR), Rabat Design Center Rue Mohamed Al Jazouli - Madinat Al Irfane, Rabat, Morocco
- Plant Physiology and Biotechnology Team, Center of Plant and Microbial Biotechnology, Biodiversity and Environment, Faculty of Sciences, Mohammed V University of Rabat, Rabat, Morocco
| | - Redouane Benhima
- Green Biotechnology Laboratory, Moroccan Foundation for Advanced Science, Innovation and Research (MASCIR), Rabat Design Center Rue Mohamed Al Jazouli - Madinat Al Irfane, Rabat, Morocco
| | - Najib El Mernissi
- Green Biotechnology Laboratory, Moroccan Foundation for Advanced Science, Innovation and Research (MASCIR), Rabat Design Center Rue Mohamed Al Jazouli - Madinat Al Irfane, Rabat, Morocco
| | - Yassin Kasmi
- Green Biotechnology Laboratory, Moroccan Foundation for Advanced Science, Innovation and Research (MASCIR), Rabat Design Center Rue Mohamed Al Jazouli - Madinat Al Irfane, Rabat, Morocco
| | - Abdelaziz Smouni
- Plant Physiology and Biotechnology Team, Center of Plant and Microbial Biotechnology, Biodiversity and Environment, Faculty of Sciences, Mohammed V University of Rabat, Rabat, Morocco
| | - Hicham El Arroussi
- Green Biotechnology Laboratory, Moroccan Foundation for Advanced Science, Innovation and Research (MASCIR), Rabat Design Center Rue Mohamed Al Jazouli - Madinat Al Irfane, Rabat, Morocco
- Agrobiosciences Program, University Mohamed 6 Polytechnic (UM6P), Benguerir, Morocco
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Sevgili H, Sezen S, Yılayaz A, Aktaş Ö, Pak F, Aasen IM, Reitan KI, Sandmann M, Rohn S, Turan G, Kanyılmaz M. Apparent nutrient and fatty acid digestibilities of microbial raw materials for rainbow trout (Oncorhynchus mykiss) with comparison to conventional ingredients. ALGAL RES 2019. [DOI: 10.1016/j.algal.2019.101592] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Sandmann M, Lippold M, Schafberg M, Rohn S. Aufdeckung von Produktheterogenitäten in der Bioprozesstechnik durch automatisierte Partikel-Analysen-Technologie. CHEM-ING-TECH 2018. [DOI: 10.1002/cite.201855225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- M. Sandmann
- Institut für Lebensmittel- und Umweltforschung e.V. (ILU); Arthur-Scheunert-Allee 40 - 41 14558 Nuthetal Deutschland
| | - M. Lippold
- Institut für Lebensmittel- und Umweltforschung e.V. (ILU); Arthur-Scheunert-Allee 40 - 41 14558 Nuthetal Deutschland
| | - M. Schafberg
- Hamburg School of Food Science, Universität Hamburg; Grindelallee 117 20146 Hamburg Deutschland
| | - S. Rohn
- Hamburg School of Food Science, Universität Hamburg; Grindelallee 117 20146 Hamburg Deutschland
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Sandmann M, Dörrbecker B, Hertel C, Heinz V, Rohn S. Einfluss der Hochspannungsimpulstechnologie (HSI) auf die Zellphysiologie von Cyanobakterien und eukaryotischen Mikroorganismen. CHEM-ING-TECH 2018. [DOI: 10.1002/cite.201855331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- M. Sandmann
- Institut für Lebensmittel- und Umweltforschung e.V. (ILU); Arthur-Scheunert-Allee 40 - 41 14558 Nuthetal Deutschland
| | - B. Dörrbecker
- Deutsches Institut für Lebensmitteltechnik e.V. (DIL); Prof.-von-Klitzing-Straße 7 49610 Quakenbrück Deutschland
| | - C. Hertel
- Deutsches Institut für Lebensmitteltechnik e.V. (DIL); Prof.-von-Klitzing-Straße 7 49610 Quakenbrück Deutschland
| | - V. Heinz
- Deutsches Institut für Lebensmitteltechnik e.V. (DIL); Prof.-von-Klitzing-Straße 7 49610 Quakenbrück Deutschland
| | - S. Rohn
- Institut für Lebensmittel- und Umweltforschung e.V. (ILU); Arthur-Scheunert-Allee 40 - 41 14558 Nuthetal Deutschland
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