An attempt to simultaneously quantify the polysaccharide, total lipid, protein and pigment in single Cyclotella cryptica cell by Raman spectroscopy.

Xiufen Wang, Yuehui He, Yuanyuan Zhou, Baohua Zhu, Jian Xu, Kehou Pan, Yun Li
{"title":"An attempt to simultaneously quantify the polysaccharide, total lipid, protein and pigment in single Cyclotella cryptica cell by Raman spectroscopy.","authors":"Xiufen Wang,&nbsp;Yuehui He,&nbsp;Yuanyuan Zhou,&nbsp;Baohua Zhu,&nbsp;Jian Xu,&nbsp;Kehou Pan,&nbsp;Yun Li","doi":"10.1186/s13068-023-02314-2","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>At present, the conventional methods for determining photosynthetic products of microalgae are usually based on a large number of cell mass to reach the measurement baseline, and the result can only reveal the average state at the population level, which is not feasible for large-scale and rapid screening of specific phenotypes from a large number of potential microalgae mutants. In recent years, single-cell Raman spectra (SCRS) has been proved to be able to rapidly and simultaneously quantify the biochemical components of microalgae. However, this method has not been reported to analyze the biochemical components of Cyclotella cryptica (C. cryptica). Thus, SCRS was first attempt to determine these four biochemical components in this diatom.</p><p><strong>Results: </strong>The method based on SCRS was established to simultaneously quantify the contents of polysaccharide, total lipids, protein and Chl-a in C. cryptica, with thirteen Raman bands were found to be the main marker bands for the diatom components. Moreover, Partial Least Square Regression (PLSR) models based on full spectrum can reliably predict these four cellular components, with Pearson correlation coefficient for these components reached 0.949, 0.904, 0.801 and 0.917, respectively. Finally, based on SCRS data of one isogenic sample, the pairwise correlation and dynamic transformation process of these components can be analyzed by Intra-ramanome Correlation Analysis (IRCA), and the results showed silicon starvation could promote the carbon in C. cryptica cells to flow from protein and pigment metabolism to polysaccharide and lipid metabolism.</p><p><strong>Conclusions: </strong>First, method for the simultaneous quantification of the polysaccharide, total lipid, protein and pigment in single C. cryptica cell are established. Second, the instant interconversion of intracellular components was constructed through IRCA, which is based on data set of one isogenic population and more precision and timeliness. Finally, total results indicated that silicon deficiency could promote the carbon in C. cryptica cells to flow from protein and pigment metabolism to polysaccharide and lipid metabolism.</p>","PeriodicalId":9125,"journal":{"name":"Biotechnology for Biofuels and Bioproducts","volume":"16 1","pages":"63"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10082982/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biotechnology for Biofuels and Bioproducts","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s13068-023-02314-2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Background: At present, the conventional methods for determining photosynthetic products of microalgae are usually based on a large number of cell mass to reach the measurement baseline, and the result can only reveal the average state at the population level, which is not feasible for large-scale and rapid screening of specific phenotypes from a large number of potential microalgae mutants. In recent years, single-cell Raman spectra (SCRS) has been proved to be able to rapidly and simultaneously quantify the biochemical components of microalgae. However, this method has not been reported to analyze the biochemical components of Cyclotella cryptica (C. cryptica). Thus, SCRS was first attempt to determine these four biochemical components in this diatom.

Results: The method based on SCRS was established to simultaneously quantify the contents of polysaccharide, total lipids, protein and Chl-a in C. cryptica, with thirteen Raman bands were found to be the main marker bands for the diatom components. Moreover, Partial Least Square Regression (PLSR) models based on full spectrum can reliably predict these four cellular components, with Pearson correlation coefficient for these components reached 0.949, 0.904, 0.801 and 0.917, respectively. Finally, based on SCRS data of one isogenic sample, the pairwise correlation and dynamic transformation process of these components can be analyzed by Intra-ramanome Correlation Analysis (IRCA), and the results showed silicon starvation could promote the carbon in C. cryptica cells to flow from protein and pigment metabolism to polysaccharide and lipid metabolism.

Conclusions: First, method for the simultaneous quantification of the polysaccharide, total lipid, protein and pigment in single C. cryptica cell are established. Second, the instant interconversion of intracellular components was constructed through IRCA, which is based on data set of one isogenic population and more precision and timeliness. Finally, total results indicated that silicon deficiency could promote the carbon in C. cryptica cells to flow from protein and pigment metabolism to polysaccharide and lipid metabolism.

Abstract Image

Abstract Image

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
试图用拉曼光谱法同时定量单个隐环菌细胞中的多糖、总脂质、蛋白质和色素。
背景:目前,常规的微藻光合产物测定方法通常是基于大量的细胞质量来达到测量基线,结果只能揭示群体水平上的平均状态,这对于从大量潜在的微藻突变体中大规模、快速筛选特定表型是不可行的。近年来,单细胞拉曼光谱(SCRS)被证明能够快速、同步地定量微藻的生化成分。然而,用该方法分析隐环菌(Cyclotella cryptica)的生化成分尚未见报道。因此,SCRS首次尝试测定该硅藻中的这四种生化成分。结果:建立了基于SCRS的同时定量隐藻多糖、总脂、蛋白质和Chl-a含量的方法,发现13条拉曼谱带是硅藻成分的主要标记谱带。基于全谱的偏最小二乘回归(PLSR)模型能够较好地预测这4种元胞成分,Pearson相关系数分别达到0.949、0.904、0.801和0.917。最后,以一个等基因样品的SCRS数据为基础,利用IRCA (Intra-ramanome correlation Analysis)分析了这些组分的两两相关关系和动态转化过程,结果表明,硅饥饿可促进隐藻细胞中的碳从蛋白质和色素代谢流向多糖和脂质代谢。结论:首先,建立了同时定量单个隐隐隐苔细胞中多糖、总脂质、蛋白质和色素的方法。其次,通过IRCA构建胞内组分的即时互转换,该方法基于一个等基因群体的数据集,具有更高的准确性和及时性;综上所述,缺硅可促进隐藻细胞碳从蛋白质和色素代谢向多糖和脂质代谢转移。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Alanine dehydrogenases from four different microorganisms: characterization and their application in L-alanine production. A high-throughput dual system to screen polyphosphate kinase mutants for efficient ATP regeneration in L-theanine biocatalysis. Unravelling and engineering an operon involved in the side-chain degradation of sterols in Mycolicibacterium neoaurum for the production of steroid synthons. Correction: Secretion of collagenases by Saccharomyces cerevisiae for collagen degradation. Engineering Saccharomyces cerevisiae for improved biofilm formation and ethanol production in continuous fermentation.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1