1
|
Thiviyanathan VA, Ker PJ, Amin EPP, Tang SGH, Yee W, Jamaludin MZ. Quantifying Microalgae Growth by the Optical Detection of Glucose in the NIR Waveband. Molecules 2023; 28:molecules28031318. [PMID: 36770982 PMCID: PMC9921349 DOI: 10.3390/molecules28031318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 12/11/2022] [Accepted: 12/13/2022] [Indexed: 01/31/2023] Open
Abstract
Microalgae have become a popular area of research over the past few decades due to their enormous benefits to various sectors, such as pharmaceuticals, biofuels, and food and feed. Nevertheless, the benefits of microalgae cannot be fully exploited without the optimization of their upstream production. The growth of microalgae is commonly measured based on the optical density of the sample. However, the presence of debris in the culture and the optical absorption of the intercellular components affect the accuracy of this measurement. As a solution, this paper introduces the direct optical detection of glucose molecules at 940-960 nm to accurately measure the growth of microalgae. In addition, this paper also discusses the effects of the presence of glucose on the absorption of free water molecules in the culture. The potential of the optical detection of glucose as a complement to the commonly used optical density measurement at 680 nm is discussed in this paper. Lastly, a few recommendations for future works are presented to further verify the credibility of glucose detection for the accurate determination of microalgae's growth.
Collapse
Affiliation(s)
| | - Pin Jern Ker
- Institute of Sustainable Energy, Universiti Tenaga Nasional, Kajang 43000, Selangor, Malaysia
- Correspondence: (P.J.K.); (S.G.H.T.)
| | - Eric P. P. Amin
- Institute of Sustainable Energy, Universiti Tenaga Nasional, Kajang 43000, Selangor, Malaysia
| | - Shirley Gee Hoon Tang
- Center for Toxicology and Health Risk Studies (CORE), Faculty of Health Sciences, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia
- Correspondence: (P.J.K.); (S.G.H.T.)
| | - Willy Yee
- Faculty of Science and Marine Environment, Universiti Malaysia Terengganu, Kuala Terengganu 21030, Terengganu, Malaysia
| | - M. Z. Jamaludin
- Institute of Sustainable Energy, Universiti Tenaga Nasional, Kajang 43000, Selangor, Malaysia
| |
Collapse
|
2
|
Near-Infrared Metabolomic Fingerprinting Study of Lichen Thalli and Phycobionts in Culture: Aquaphotomics of Trebouxia lynnae Dehydration. Microorganisms 2022; 10:microorganisms10122444. [PMID: 36557696 PMCID: PMC9782989 DOI: 10.3390/microorganisms10122444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 12/03/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022] Open
Abstract
Near-infrared spectroscopy (NIRS) is an accurate, fast and safe technique whose full potential remains to be exploited. Lichens are a paradigm of symbiotic association, with extraordinary properties, such as abiotic stress tolerance and adaptation to anhydrobiosis, but subjacent mechanisms await elucidation. Our aim is characterizing the metabolomic NIRS fingerprints of Ramalina farinacea and Lobarina scrobiculata thalli, and of the cultured phycobionts Trebouxia lynnae and Trebouxia jamesii. Thalli collected in an air-dry state and fresh cultivated phycobionts were directly used for spectra acquisition in reflectance mode. Thalli water peaks were associated to the solvation shell (1354 nm) and sugar-water interactions (1438 nm). While northern-southern orientation related with two hydrogen bonded (S2) water, the site was related to one hydrogen bonded (S1). Water, lipids (saturated and unsaturated), and polyols/glucides contributed to the profiles of lichen thalli and microalgae. R. farinacea, with higher desiccation tolerance, shows higher S2 water than L. scrobiculata. In contrast, fresh phycobionts are dominated by free water. Whereas T. jamesii shows higher solvation water content, T. lynnae possesses more unsaturated lipids. Aquaphotomics demonstrates the involvement of strongly hydrogen bonded water conformations, polyols/glucides, and unsaturated/saturated fatty acids in the dehydration process, and supports a "rubbery" state allowing enzymatic activity during anhydrobiosis.
Collapse
|
3
|
Liu T, Chen Z, Xiao Y, Yuan M, Zhou C, Liu G, Fang J, Yang B. Biochemical and Morphological Changes Triggered by Nitrogen Stress in the Oleaginous Microalga Chlorella vulgaris. Microorganisms 2022; 10:microorganisms10030566. [PMID: 35336142 PMCID: PMC8949318 DOI: 10.3390/microorganisms10030566] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 02/20/2022] [Accepted: 02/25/2022] [Indexed: 02/06/2023] Open
Abstract
Oleaginous microalgae have been considered promising sources of biodiesel due to their high lipid content. Nitrogen limitation/starvation is one of the most prominent strategies to induce lipid accumulation in microalgae. Nonetheless, despite numerous studies, the mechanism underlying this approach is not well understood. The aim of this study was to investigate the effect of nitrogen limitation and starvation on biochemical and morphological changes in the microalga Chlorella vulgaris FACHB-1068, thereby obtaining the optimal nitrogen stress strategy for maximizing the lipid productivity of microalgal biomass. The results showed that nitrogen limitation (nitrate concentration < 21.66 mg/L) and starvation enhanced the lipid content but generally decreased the biomass productivity, pigment concentration, and protein content in algal cells. Comparatively, 3-day nitrogen starvation was found to be a more suitable strategy to produce lipid-rich biomass. It resulted in an increased biomass production and satisfactory lipid content of 266 mg/L and 31.33%, respectively. Besides, nitrogen starvation caused significant changes in cell morphology, with an increase in numbers and total size of lipid droplets and starch granules. Under nitrogen starvation, saturated fatty acids (C-16:0, C-20:0, and C-18:0) accounted for the majority of the total fatty acids (~80%), making C. vulgaris FACHB-1068 a potential feedstock for biodiesel production. Our work may contribute to a better understanding of the biochemical and morphological changes in microalgae under nitrogen stress. Besides, our work may provide valuable information on increasing the lipid productivity of oleaginous microalgae by regulating nitrogen supply.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | - Bo Yang
- Correspondence: (J.F.); (B.Y.)
| |
Collapse
|
4
|
Zhong J, Mori T, Kashiwagi T, Yamashiro M, Kusunose S, Mimami H, Tsujimoto M, Tanaka T, Kawashima H, Nakagawa S, Ito J, Kijima M, Iji M, Watanabe MM, Kadowaki K. Characteristic terahertz absorption spectra of paramylon and paramylon-ester compounds. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2021; 244:118828. [PMID: 32882654 DOI: 10.1016/j.saa.2020.118828] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 07/26/2020] [Accepted: 08/08/2020] [Indexed: 06/11/2023]
Abstract
Paramylon is a long-chain polysaccharide, composed of glucose units connected via β-(1,3) glycosidic bonds, that spontaneously forms a three-strand helical bundle. Paramylon-esters can be made by partially or fully replacing saccharide chain hydroxide groups with carboxylic functional groups, such as stearoyl (CH3(CH2)16CO) and palmitoyl (CH3(CH2)24CO). The paramylon-ester with carboxylic acids has superior characteristics, including high thermal resistance, stability and transparency under visible light, which are necessary for thermoplastic applications. In this study, the absorption coefficient α(ν) and absorbance spectra of paramylons and paramylon-esters were measured in the 0.3-8.0 THz range and compared with the corresponding spectra of glucose and cellulose. Paramylon and paramylon-ester molecules were found to exhibit unique, so-called fingerprint, α(ν)peaks at 4.0, 6.0 and 8.0 THz, and 2.5 and 5.0 THz, respectively. We speculate that the spectral features observed are owing to intermolecular interaction modes of the weakly coupled polysaccharide chains. The paramylons with different molecular weights show very similar absorption features in the low-frequency side, both in spectral shapes and intensities, indicating that absorption is independent of molecular size. The paramylon-esters with varying degrees of substitution (DS) are similar spectral shapes but different intensities. A linear correlation between α(ν) peak intensity and the DS of paramylon-esters was established with the R2 value above 0.99. This behavior can be used for the detection and identification of novel paramylon-ester molecules.
Collapse
Affiliation(s)
- Junlan Zhong
- Graduate School of Life and Environment Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Tatsuya Mori
- Division of Materials Science, Faculty of Pure & Applied Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Takanari Kashiwagi
- Division of Materials Science, Faculty of Pure & Applied Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Midori Yamashiro
- System Platform Research Laboratories NEC Corporation, 34 Miyukigaoka, Tsukuba, Ibaraki, Japan
| | - Shinji Kusunose
- Graduate School of Pure & Applied Sciences, University of Tsukuba, Ibaraki, Japan
| | - Hidetoshi Mimami
- Division of Materials Science, Faculty of Pure & Applied Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Manabu Tsujimoto
- Division of Materials Science, Faculty of Pure & Applied Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Teruhiko Tanaka
- Division of Materials Science, Faculty of Pure & Applied Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Hidehisa Kawashima
- Division of Materials Science, Faculty of Pure & Applied Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Shin Nakagawa
- Division of Materials Science, Faculty of Pure & Applied Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Junko Ito
- Algae Biomass and Energy System (ABES) Research and Development Center, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Masashi Kijima
- Division of Materials Science, Faculty of Pure & Applied Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan; Algae Biomass and Energy System (ABES) Research and Development Center, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Masatoshi Iji
- Algae Biomass and Energy System (ABES) Research and Development Center, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Makoto M Watanabe
- Algae Biomass and Energy System (ABES) Research and Development Center, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Kazuo Kadowaki
- Division of Materials Science, Faculty of Pure & Applied Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan; Algae Biomass and Energy System (ABES) Research and Development Center, University of Tsukuba, Tsukuba, Ibaraki, Japan.
| |
Collapse
|
5
|
Podevin M, Fotidis IA, Angelidaki I. Microalgal process-monitoring based on high-selectivity spectroscopy tools: status and future perspectives. Crit Rev Biotechnol 2017; 38:704-718. [DOI: 10.1080/07388551.2017.1398132] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Affiliation(s)
- Michael Podevin
- Department of Environmental Engineering, Technical University of Denmark, Lyngby, Denmark
| | - Ioannis A. Fotidis
- Department of Environmental Engineering, Technical University of Denmark, Lyngby, Denmark
| | - Irini Angelidaki
- Department of Environmental Engineering, Technical University of Denmark, Lyngby, Denmark
| |
Collapse
|
6
|
Challagulla V, Nayar S, Walsh K, Fabbro L. Advances in techniques for assessment of microalgal lipids. Crit Rev Biotechnol 2016; 37:566-578. [PMID: 27417693 DOI: 10.1080/07388551.2016.1206058] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Microalgae are a varied group of organisms with considerable commercial potential as sources of various biochemicals, storage molecules and metabolites such as lipids, sugars, amino acids, pigments and toxins. Algal lipids can be processed to bio-oils and biodiesel. The conventional method to estimate algal lipids is based on extraction using solvents and quantification by gravimetry or chromatography. Such methods are time consuming, use hazardous chemicals and are labor intensive. For rapid screening of prospective algae or for management decisions (e.g. decision on timing of harvest), a rapid, high throughput, reliable, accurate, cost effective and preferably nondestructive analytical technique is desirable. This manuscript reviews the application of fluorescent lipid soluble dyes (Nile Red and BODIPY 505/515), nuclear magnetic resonance (NMR), Raman, Fourier transform infrared (FTIR) and near infrared (NIR) spectroscopy for the assessment of lipids in microalgae.
Collapse
Affiliation(s)
- Vineela Challagulla
- a School of Medical and Applied Sciences , Central Queensland University , Rockhampton , QLD , Australia
| | - Sasi Nayar
- b South Australian Research and Development Institute - Aquatic Sciences , West Beach , South Australia , Australia
| | - Kerry Walsh
- a School of Medical and Applied Sciences , Central Queensland University , Rockhampton , QLD , Australia
| | - Larelle Fabbro
- a School of Medical and Applied Sciences , Central Queensland University , Rockhampton , QLD , Australia
| |
Collapse
|
7
|
Kim J, Jung JM, Lee J, Kim KH, Choi TO, Kim JK, Jeon YJ, Kwon EE. Pyrogenic transformation of Nannochloropsis oceanica into fatty acid methyl esters without oil extraction for estimating total lipid content. BIORESOURCE TECHNOLOGY 2016; 212:55-61. [PMID: 27082269 DOI: 10.1016/j.biortech.2016.04.024] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2016] [Revised: 04/05/2016] [Accepted: 04/06/2016] [Indexed: 06/05/2023]
Abstract
This study fundamentally investigated the pseudo-catalytic transesterification of dried Nannochloropsis oceanica into fatty acid methyl esters (FAMEs) without oil extraction, which was achieved in less than 5min via a thermo-chemical pathway. This study presented that the pseudo-catalytic transesterification reaction was achieved in the presence of silica and that its main driving force was identified as temperature: pores in silica provided the numerous reaction space like a micro-reactor, where the heterogeneous reaction was developed. The introduced FAME derivatization showed an extraordinarily high tolerance of impurities (i.e., pyrolytic products and various extractives). This study also explored the thermal cracking of FAMEs derived from N. oceanica: the thermal cracking of saturated FAMEs was invulnerable at temperatures lower than 400°C. Lastly, this study reported that N. oceanica contained 14.4wt.% of dried N. oceanica and that the introduced methylation technique could be applicable to many research fields sharing the transesterification platform.
Collapse
Affiliation(s)
- Jieun Kim
- Department of Environment and Energy at Sejong University, Seoul 05006, South Korea
| | - Jong-Min Jung
- Department of Environment and Energy at Sejong University, Seoul 05006, South Korea
| | - Jechan Lee
- Department of Environment and Energy at Sejong University, Seoul 05006, South Korea
| | - Ki-Hyun Kim
- Department of Civil & Environmental Engineering at Hanyang University, Seoul 04763, South Korea
| | - Tae O Choi
- Chloland Co. Ltd., 879-2 Gabae-ri, Dongbu-myeon, Geoje, Gyeongsangnam-do, South Korea; Department of Microbiology at Pukyong National University, Busan 48513, South Korea
| | - Jae-Kon Kim
- Research Institute of Petroleum Technology, Korea Petroleum Quality & Distribution Authority, Cheongju 28115, South Korea
| | - Young Jae Jeon
- Department of Microbiology at Pukyong National University, Busan 48513, South Korea.
| | - Eilhann E Kwon
- Department of Environment and Energy at Sejong University, Seoul 05006, South Korea.
| |
Collapse
|
8
|
Physiological and biochemical changes reveal stress-associated photosynthetic carbon partitioning into triacylglycerol in the oleaginous marine alga Nannochloropsis oculata. ALGAL RES 2016. [DOI: 10.1016/j.algal.2016.03.005] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
|
9
|
Hounslow E, Noirel J, Gilmour DJ, Wright PC. Lipid quantification techniques for screening oleaginous species of microalgae for biofuel production. EUR J LIPID SCI TECH 2016. [DOI: 10.1002/ejlt.201500469] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Affiliation(s)
- Emily Hounslow
- Department of Chemical and Biological Engineering; ChELSI Institute; The University of Sheffield; Sheffield UK
- Department of Molecular Biology and Biotechnology; The University of Sheffield; Sheffield UK
| | - Josselin Noirel
- Chaire de Bioinformatique; LGBA; Conservatoire National des Arts et Métiers; Paris France
| | - D. James Gilmour
- Department of Molecular Biology and Biotechnology; The University of Sheffield; Sheffield UK
| | - Phillip C. Wright
- Department of Chemical and Biological Engineering; ChELSI Institute; The University of Sheffield; Sheffield UK
| |
Collapse
|