Untargeted metabolomics profiling of tropical marine microalgae in batch culture system with different mobile phase using Liquid Chromatography-Orbitrap High-resolution Mass Spectrometry combined with chemometrics

IF 2.1 4区 环境科学与生态学 Q3 ECOLOGY Regional Studies in Marine Science Pub Date : 2024-09-21 DOI:10.1016/j.rsma.2024.103834
Diah Radini Noerdjito , Anjar Windarsih , Debora Christin Purbani , Ismu Purnaningsih , Suratno
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Abstract

Microalgae have recently been identified as a valuable source of natural bioactive compounds, with potential applications suggested in areas such as food, animal feed, energy production (biofuels), fine chemicals, and pharmaceuticals. However, their chemical diversity remains largely unexplored and it is necessary to determine their potency for further application. This study will explore the diversity of chemical compound from six tropical marine microalgae with untargeted comparative metabolomics approach using a Liquid Chromatography-Orbitrap High Resolution Mass Spectrometry with different mobile phases. Six microalgae species were isolated from Jakarta Bay, Indonesia. Species identification was carried out using morphological and molecular identification. The isolates Chlorella vulgaris InaCC M205 (C5), Chlorella sp. 12 (C12), Tetraselmis subcordiformis InaCC M206 (T2), Tetraselmis sp. 5 (T5), Nannochloropsis oceanica InaCC 207 (N4), and Porphyridium purpureum (P) were then cultivated using f/2 media in 1 L glass photobioreactors, irradiated with daylight lamps (4000 lux) under a 12 h/12 h photoperiod at 25 0C for until cultures reached the stationary phase. Biomass harvesting and measurements were carried out at the end of the culture period. The freeze-dry biomass then was analyzed using liquid chromatography-high resolution mass spectrometry. The results showed that biomass production on day 12 was not significantly different. Biomass production ranged from 0.8 to 1 g/L, with the highest production obtained from the C5 strain and the lowest from the C12 strain. Chromatography analysis revealed that untargeted metabolomics profiling of microalgae, using water-acetonitrile as mobile phase, identified potential compound markers such as N-Methyl-2-pyrrolidone, l-(+)-Cysteine, TBHQ and L-Phenylalanine, which can differentiate between species. Compound such as Cyromazine, Arachidic acid and 13(S)-HOTrE were the potential compound markers when using Water-Methanol as mobile phase. Our research indicates that the metabolomic profile of microalgae can be used to differentiate species depending on the choice of mobile phase.
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利用液相色谱-轨道阱高分辨质谱法结合化学计量学,对不同流动相批量培养系统中的热带海洋微藻进行非靶向代谢组学分析
最近,人们发现微藻是天然生物活性化合物的宝贵来源,其潜在应用领域包括食品、动物饲料、能源生产(生物燃料)、精细化工和制药。然而,它们的化学多样性在很大程度上仍未得到开发,因此有必要确定其进一步应用的有效性。本研究将采用液相色谱-轨道阱高分辨质谱法和不同的流动相,以非靶向比较代谢组学方法探索六种热带海洋微藻的化合物多样性。从印度尼西亚雅加达湾分离出六种微藻。物种鉴定是通过形态学和分子鉴定进行的。分离出的小球藻 InaCC M205 (C5)、小球藻 12 (C12)、Tetraselmis subcordiformis InaCC M206 (T2)、Tetraselmis sp.5 (T5)、Nannochloropsis oceanica InaCC 207 (N4) 和 Porphyridium purpureum (P),然后在 1 L 玻璃光生物反应器中使用 f/2 培养基进行培养,在 25 0C 温度、12 小时/12 小时光周期条件下用日光灯(4000 勒克斯)照射,直到培养物达到静止期。培养期结束后,进行生物质的采集和测量。然后使用液相色谱-高分辨质谱法分析冻干生物质。结果表明,第 12 天的生物量产量没有显著差异。生物质产量从 0.8 克/升到 1 克/升不等,其中 C5 菌株的生物质产量最高,C12 菌株的生物质产量最低。色谱分析显示,以水-乙腈为流动相对微藻进行非靶向代谢组学分析,发现了一些潜在的化合物标记,如 N-甲基-2-吡咯烷酮、l-(+)-半胱氨酸、TBHQ 和 L-苯丙氨酸,它们可以区分物种。以水-甲醇为流动相时,环丙氨嗪、花生四烯酸和 13(S)-HOTrE 等化合物是潜在的化合物标记物。我们的研究表明,根据流动相的选择,微藻的代谢组图谱可用于区分物种。
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来源期刊
Regional Studies in Marine Science
Regional Studies in Marine Science Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
3.90
自引率
4.80%
发文量
336
审稿时长
69 days
期刊介绍: REGIONAL STUDIES IN MARINE SCIENCE will publish scientifically sound papers on regional aspects of maritime and marine resources in estuaries, coastal zones, continental shelf, the seas and oceans.
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