Label-free, simultaneous quantification of starch, protein and triacylglycerol in single microalgal cells
Abstract Background Current approaches for quantification of major energy-storage forms in microalgae, including starch, protein and lipids, generally require cell cultivation to collect biomass followed by tedious and time-consuming analytical procedures. Thus, label-free, non-destructive and simul...
Main Authors: | , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2017-11-01
|
Series: | Biotechnology for Biofuels |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s13068-017-0967-x |
id |
doaj-32a88d8d4edd46e3b1a9c193bf905bb0 |
---|---|
record_format |
Article |
spelling |
doaj-32a88d8d4edd46e3b1a9c193bf905bb02020-11-24T22:01:48ZengBMCBiotechnology for Biofuels1754-68342017-11-0110111810.1186/s13068-017-0967-xLabel-free, simultaneous quantification of starch, protein and triacylglycerol in single microalgal cellsYuehui He0Peng Zhang1Shi Huang2Tingting Wang3Yuetong Ji4Jian Xu5Single-Cell Center, CAS Key Laboratory of Biofuels and Shandong Key Laboratory of Energy Genetics, Qingdao Institute of BioEnergy and Bioprocess Technology, Chinese Academy of SciencesSingle-Cell Center, CAS Key Laboratory of Biofuels and Shandong Key Laboratory of Energy Genetics, Qingdao Institute of BioEnergy and Bioprocess Technology, Chinese Academy of SciencesSingle-Cell Center, CAS Key Laboratory of Biofuels and Shandong Key Laboratory of Energy Genetics, Qingdao Institute of BioEnergy and Bioprocess Technology, Chinese Academy of SciencesSingle-Cell Center, CAS Key Laboratory of Biofuels and Shandong Key Laboratory of Energy Genetics, Qingdao Institute of BioEnergy and Bioprocess Technology, Chinese Academy of SciencesSingle-Cell Center, CAS Key Laboratory of Biofuels and Shandong Key Laboratory of Energy Genetics, Qingdao Institute of BioEnergy and Bioprocess Technology, Chinese Academy of SciencesSingle-Cell Center, CAS Key Laboratory of Biofuels and Shandong Key Laboratory of Energy Genetics, Qingdao Institute of BioEnergy and Bioprocess Technology, Chinese Academy of SciencesAbstract Background Current approaches for quantification of major energy-storage forms in microalgae, including starch, protein and lipids, generally require cell cultivation to collect biomass followed by tedious and time-consuming analytical procedures. Thus, label-free, non-destructive and simultaneous quantification of such macromolecules at single-cell resolution is highly desirable in microalgal feedstock development and bioprocess control. Results Here, we established a method based on single-cell Raman spectra (SCRS) that simultaneously quantifies the contents of starch, protein, triacylglycerol (TAG) and lipid unsaturation degree in individual Chlamydomonas reinhardtii cells. Measurement accuracy for the contents based on full SCRS spectrum each reached 96.86–99.24%, all significantly higher than single peak-based models. However, accuracy and reliability of measurement are dependent on the number of cells sampled, thus a formal mathematical framework was proposed and validated to rationally define “minimal sampling depth” for a given state of cellular population. Furthermore, a barcode consisting of 13 marker Raman peaks was proposed to characterize the temporal dynamics of these energy-storage products, which revealed that the average contents of starch and TAG increased, while their heterogeneity indices decreased, with those of protein being exactly the opposite. Finally, our method is widely applicable, as measurements among cells from liquid suspension culture, wet paste and frozen dried powder all exhibited excellent consistency. Conclusions When sampled at proper depth, SCRS can serve as a quantitative and generally applicable tool for characterization and screening of strains and bioprocesses based on the profile of energy-storage macromolecules and their among-cell heterogeneity.http://link.springer.com/article/10.1186/s13068-017-0967-xSingle-cell Raman spectroscopyStarch contentProtein contentTriacylglycerol contentPhenotypic heterogeneitySampling depth |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yuehui He Peng Zhang Shi Huang Tingting Wang Yuetong Ji Jian Xu |
spellingShingle |
Yuehui He Peng Zhang Shi Huang Tingting Wang Yuetong Ji Jian Xu Label-free, simultaneous quantification of starch, protein and triacylglycerol in single microalgal cells Biotechnology for Biofuels Single-cell Raman spectroscopy Starch content Protein content Triacylglycerol content Phenotypic heterogeneity Sampling depth |
author_facet |
Yuehui He Peng Zhang Shi Huang Tingting Wang Yuetong Ji Jian Xu |
author_sort |
Yuehui He |
title |
Label-free, simultaneous quantification of starch, protein and triacylglycerol in single microalgal cells |
title_short |
Label-free, simultaneous quantification of starch, protein and triacylglycerol in single microalgal cells |
title_full |
Label-free, simultaneous quantification of starch, protein and triacylglycerol in single microalgal cells |
title_fullStr |
Label-free, simultaneous quantification of starch, protein and triacylglycerol in single microalgal cells |
title_full_unstemmed |
Label-free, simultaneous quantification of starch, protein and triacylglycerol in single microalgal cells |
title_sort |
label-free, simultaneous quantification of starch, protein and triacylglycerol in single microalgal cells |
publisher |
BMC |
series |
Biotechnology for Biofuels |
issn |
1754-6834 |
publishDate |
2017-11-01 |
description |
Abstract Background Current approaches for quantification of major energy-storage forms in microalgae, including starch, protein and lipids, generally require cell cultivation to collect biomass followed by tedious and time-consuming analytical procedures. Thus, label-free, non-destructive and simultaneous quantification of such macromolecules at single-cell resolution is highly desirable in microalgal feedstock development and bioprocess control. Results Here, we established a method based on single-cell Raman spectra (SCRS) that simultaneously quantifies the contents of starch, protein, triacylglycerol (TAG) and lipid unsaturation degree in individual Chlamydomonas reinhardtii cells. Measurement accuracy for the contents based on full SCRS spectrum each reached 96.86–99.24%, all significantly higher than single peak-based models. However, accuracy and reliability of measurement are dependent on the number of cells sampled, thus a formal mathematical framework was proposed and validated to rationally define “minimal sampling depth” for a given state of cellular population. Furthermore, a barcode consisting of 13 marker Raman peaks was proposed to characterize the temporal dynamics of these energy-storage products, which revealed that the average contents of starch and TAG increased, while their heterogeneity indices decreased, with those of protein being exactly the opposite. Finally, our method is widely applicable, as measurements among cells from liquid suspension culture, wet paste and frozen dried powder all exhibited excellent consistency. Conclusions When sampled at proper depth, SCRS can serve as a quantitative and generally applicable tool for characterization and screening of strains and bioprocesses based on the profile of energy-storage macromolecules and their among-cell heterogeneity. |
topic |
Single-cell Raman spectroscopy Starch content Protein content Triacylglycerol content Phenotypic heterogeneity Sampling depth |
url |
http://link.springer.com/article/10.1186/s13068-017-0967-x |
work_keys_str_mv |
AT yuehuihe labelfreesimultaneousquantificationofstarchproteinandtriacylglycerolinsinglemicroalgalcells AT pengzhang labelfreesimultaneousquantificationofstarchproteinandtriacylglycerolinsinglemicroalgalcells AT shihuang labelfreesimultaneousquantificationofstarchproteinandtriacylglycerolinsinglemicroalgalcells AT tingtingwang labelfreesimultaneousquantificationofstarchproteinandtriacylglycerolinsinglemicroalgalcells AT yuetongji labelfreesimultaneousquantificationofstarchproteinandtriacylglycerolinsinglemicroalgalcells AT jianxu labelfreesimultaneousquantificationofstarchproteinandtriacylglycerolinsinglemicroalgalcells |
_version_ |
1725838470238175232 |