Cargando…
An attempt to simultaneously quantify the polysaccharide, total lipid, protein and pigment in single Cyclotella cryptica cell by Raman spectroscopy
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 a...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10082982/ https://www.ncbi.nlm.nih.gov/pubmed/37031179 http://dx.doi.org/10.1186/s13068-023-02314-2 |
_version_ | 1785021414331383808 |
---|---|
author | Wang, Xiufen He, Yuehui Zhou, Yuanyuan Zhu, Baohua Xu, Jian Pan, Kehou Li, Yun |
author_facet | Wang, Xiufen He, Yuehui Zhou, Yuanyuan Zhu, Baohua Xu, Jian Pan, Kehou Li, Yun |
author_sort | Wang, Xiufen |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-10082982 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-100829822023-04-10 An attempt to simultaneously quantify the polysaccharide, total lipid, protein and pigment in single Cyclotella cryptica cell by Raman spectroscopy Wang, Xiufen He, Yuehui Zhou, Yuanyuan Zhu, Baohua Xu, Jian Pan, Kehou Li, Yun Biotechnol Biofuels Bioprod Research 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. BioMed Central 2023-04-08 /pmc/articles/PMC10082982/ /pubmed/37031179 http://dx.doi.org/10.1186/s13068-023-02314-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Wang, Xiufen He, Yuehui Zhou, Yuanyuan Zhu, Baohua Xu, Jian Pan, Kehou Li, Yun An attempt to simultaneously quantify the polysaccharide, total lipid, protein and pigment in single Cyclotella cryptica cell by Raman spectroscopy |
title | An attempt to simultaneously quantify the polysaccharide, total lipid, protein and pigment in single Cyclotella cryptica cell by Raman spectroscopy |
title_full | An attempt to simultaneously quantify the polysaccharide, total lipid, protein and pigment in single Cyclotella cryptica cell by Raman spectroscopy |
title_fullStr | An attempt to simultaneously quantify the polysaccharide, total lipid, protein and pigment in single Cyclotella cryptica cell by Raman spectroscopy |
title_full_unstemmed | An attempt to simultaneously quantify the polysaccharide, total lipid, protein and pigment in single Cyclotella cryptica cell by Raman spectroscopy |
title_short | An attempt to simultaneously quantify the polysaccharide, total lipid, protein and pigment in single Cyclotella cryptica cell by Raman spectroscopy |
title_sort | attempt to simultaneously quantify the polysaccharide, total lipid, protein and pigment in single cyclotella cryptica cell by raman spectroscopy |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10082982/ https://www.ncbi.nlm.nih.gov/pubmed/37031179 http://dx.doi.org/10.1186/s13068-023-02314-2 |
work_keys_str_mv | AT wangxiufen anattempttosimultaneouslyquantifythepolysaccharidetotallipidproteinandpigmentinsinglecyclotellacrypticacellbyramanspectroscopy AT heyuehui anattempttosimultaneouslyquantifythepolysaccharidetotallipidproteinandpigmentinsinglecyclotellacrypticacellbyramanspectroscopy AT zhouyuanyuan anattempttosimultaneouslyquantifythepolysaccharidetotallipidproteinandpigmentinsinglecyclotellacrypticacellbyramanspectroscopy AT zhubaohua anattempttosimultaneouslyquantifythepolysaccharidetotallipidproteinandpigmentinsinglecyclotellacrypticacellbyramanspectroscopy AT xujian anattempttosimultaneouslyquantifythepolysaccharidetotallipidproteinandpigmentinsinglecyclotellacrypticacellbyramanspectroscopy AT pankehou anattempttosimultaneouslyquantifythepolysaccharidetotallipidproteinandpigmentinsinglecyclotellacrypticacellbyramanspectroscopy AT liyun anattempttosimultaneouslyquantifythepolysaccharidetotallipidproteinandpigmentinsinglecyclotellacrypticacellbyramanspectroscopy AT wangxiufen attempttosimultaneouslyquantifythepolysaccharidetotallipidproteinandpigmentinsinglecyclotellacrypticacellbyramanspectroscopy AT heyuehui attempttosimultaneouslyquantifythepolysaccharidetotallipidproteinandpigmentinsinglecyclotellacrypticacellbyramanspectroscopy AT zhouyuanyuan attempttosimultaneouslyquantifythepolysaccharidetotallipidproteinandpigmentinsinglecyclotellacrypticacellbyramanspectroscopy AT zhubaohua attempttosimultaneouslyquantifythepolysaccharidetotallipidproteinandpigmentinsinglecyclotellacrypticacellbyramanspectroscopy AT xujian attempttosimultaneouslyquantifythepolysaccharidetotallipidproteinandpigmentinsinglecyclotellacrypticacellbyramanspectroscopy AT pankehou attempttosimultaneouslyquantifythepolysaccharidetotallipidproteinandpigmentinsinglecyclotellacrypticacellbyramanspectroscopy AT liyun attempttosimultaneouslyquantifythepolysaccharidetotallipidproteinandpigmentinsinglecyclotellacrypticacellbyramanspectroscopy |