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Wieser W, Assaf AA, Le Gouic B, Dechandol E, Herve L, Louineau T, Dib OH, Gonçalves O, Titica M, Couzinet-Mossion A, Wielgosz-Collin G, Bittel M, Thouand G. Development and Application of an Automated Raman Sensor for Bioprocess Monitoring: From the Laboratory to an Algae Production Platform. SENSORS (BASEL, SWITZERLAND) 2023; 23:9746. [PMID: 38139592 PMCID: PMC10747176 DOI: 10.3390/s23249746] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 11/29/2023] [Accepted: 12/06/2023] [Indexed: 12/24/2023]
Abstract
Microalgae provide valuable bio-components with economic and environmental benefits. The monitoring of microalgal production is mostly performed using different sensors and analytical methods that, although very powerful, are limited to qualified users. This study proposes an automated Raman spectroscopy-based sensor for the online monitoring of microalgal production. For this purpose, an in situ system with a sampling station was made of a light-tight optical chamber connected to a Raman probe. Microalgal cultures were routed to this chamber by pipes connected to pumps and valves controlled and programmed by a computer. The developed approach was evaluated on Parachlorella kessleri under different culture conditions at a laboratory and an industrial algal platform. As a result, more than 4000 Raman spectra were generated and analysed by statistical methods. These spectra reflected the physiological state of the cells and demonstrate the ability of the developed sensor to monitor the physiology of microalgal cells and their intracellular molecules of interest in a complex production environment.
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Affiliation(s)
- Wiviane Wieser
- Nantes Université, CNRS, Oniris, GEPEA, UMR CNRS 6144, F-85000 La Roche-sur-Yon, France; (W.W.); (T.L.); (O.H.D.); (G.T.)
- Tronico-Alcen, 26 rue du Bocage, F-85660 Saint-Philbert-De-Bouaine, France;
| | - Antony Ali Assaf
- Nantes Université, CNRS, Oniris, GEPEA, UMR CNRS 6144, F-85000 La Roche-sur-Yon, France; (W.W.); (T.L.); (O.H.D.); (G.T.)
| | - Benjamin Le Gouic
- Nantes Université, Plateforme Algosolis, UMS CNRS 3722, F-44600 St Nazaire, France; (B.L.G.); (E.D.); (L.H.)
| | - Emmanuel Dechandol
- Nantes Université, Plateforme Algosolis, UMS CNRS 3722, F-44600 St Nazaire, France; (B.L.G.); (E.D.); (L.H.)
| | - Laura Herve
- Nantes Université, Plateforme Algosolis, UMS CNRS 3722, F-44600 St Nazaire, France; (B.L.G.); (E.D.); (L.H.)
| | - Thomas Louineau
- Nantes Université, CNRS, Oniris, GEPEA, UMR CNRS 6144, F-85000 La Roche-sur-Yon, France; (W.W.); (T.L.); (O.H.D.); (G.T.)
| | - Omar Hussein Dib
- Nantes Université, CNRS, Oniris, GEPEA, UMR CNRS 6144, F-85000 La Roche-sur-Yon, France; (W.W.); (T.L.); (O.H.D.); (G.T.)
| | - Olivier Gonçalves
- Nantes Université, CNRS, Oniris, GEPEA, UMR CNRS 6144, F-44600 St Nazaire, France; (O.G.); (M.T.)
| | - Mariana Titica
- Nantes Université, CNRS, Oniris, GEPEA, UMR CNRS 6144, F-44600 St Nazaire, France; (O.G.); (M.T.)
| | | | | | - Marine Bittel
- Tronico-Alcen, 26 rue du Bocage, F-85660 Saint-Philbert-De-Bouaine, France;
| | - Gerald Thouand
- Nantes Université, CNRS, Oniris, GEPEA, UMR CNRS 6144, F-85000 La Roche-sur-Yon, France; (W.W.); (T.L.); (O.H.D.); (G.T.)
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Yan P, Guo JS, Zhang P, Xiao Y, Li Z, Zhang SQ, Zhang YX, He SX. The role of morphological changes in algae adaptation to nutrient stress at the single-cell level. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 754:142076. [PMID: 32920391 DOI: 10.1016/j.scitotenv.2020.142076] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 08/26/2020] [Accepted: 08/28/2020] [Indexed: 06/11/2023]
Abstract
Individual cell heterogeneity within a population can be critical to its peculiar function and fate. Conventional algal cell-based assays mainly analyze the average responses from a population of algal cells. Therefore, the mechanisms through which changes in population characteristics are driven by the behavior of single algal cells are still not well understood. Algal cells may modulate their physiology and metabolism by changing their morphology in response to environmental stress. In this study, an algal single-cell culture and analysis system was developed to investigate the potential role of morphological changes by algal cells during adaptation to nutrient stress based on a microwell array chip. The surface-to-volume ratio of Microcystis aeruginosa (M. aeruginosa) and the volume of Scenedesmus obliquus (S. obliquus) significantly increased with increasing culture time under nutrient stress. The eccentricity of M. aeruginosa and S. obliquus gradually increased and decreased, respectively, with increasing culture time, indicating that the morphology of M. aeruginosa and S. obliquus became increasingly irregular and regular, respectively, under nutrient stress. There were significant correlations between the morphological characteristics and physiological characteristics of M. aeruginosa and S. obliquus under nutrient stress. In M. aeruginosa, an increased surface-to-volume ratio facilitated a high specific fluorescence intensity, specific Raman intensity, and maximum electron transport rate. In S. obliquus, increased cell volume enhanced nutrient absorption, which facilitated a higher specific growth rate. M. aeruginosa and S. obliquus adopted different adaptation strategies in response to nutrient stress based on morphological changes. These findings facilitate the development of management strategies for controlling harmful cyanobacterial blooms.
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Affiliation(s)
- Peng Yan
- College of Environment and Ecology, Chongqing University, Chongqing 400045, China
| | - Jin-Song Guo
- College of Environment and Ecology, Chongqing University, Chongqing 400045, China.
| | - Ping Zhang
- College of Eco-environment Engineering, Guizhou Minzu University, Guizhou 550025, China
| | - Yan Xiao
- Key Laboratory of Reservoir Aquatic Environment of CAS, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
| | - Zhe Li
- Key Laboratory of Reservoir Aquatic Environment of CAS, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
| | - Shu-Qing Zhang
- College of Environment and Ecology, Chongqing University, Chongqing 400045, China
| | - Yu-Xin Zhang
- College of Materials Science and Engineering, Chongqing University, Chongqing 400044, China
| | - Shi-Xuan He
- Key Laboratory of Reservoir Aquatic Environment of CAS, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
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