| Biotechnology for Biofuels | |
| Fourier transform infrared spectroscopy as a method to study lipid accumulation in oleaginous yeasts | |
| Diletta Ami3  Riccardo Posteri1  Paolo Mereghetti2  Danilo Porro1  Silvia Maria Doglia3  Paola Branduardi1  | |
| [1] Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza della Scienza 2, Milano 20126, Italy | |
| [2] Center for Nanotechnology Innovation @NEST, Italian Institute of Technology, Piazza San Silvestro 12, Pisa 56127, Italy | |
| [3] Consorzio Nazionale Interuniversitario per le Scienze fisiche della Materia (CNISM) UdR Milano-Bicocca, Milano 20126, Italy | |
| 关键词: Biodiesel; Fatty acids (FA); Oleaginous yeasts; Saccharomyces cerevisiae; Rhodosporidium toruloides; Cryptococcus curvatus; Principal component analysis (PCA); Fourier transform infrared spectroscopy (FTIR); | |
| Others : 793893 DOI : 10.1186/1754-6834-7-12 |
|
| received in 2013-09-11, accepted in 2014-01-10, 发布年份 2014 | |
PDF
|
|
【 摘 要 】
Background
Oleaginous microorganisms, such as different yeast and algal species, can represent a sustainable alternative to plant oil for the production of biodiesel. They can accumulate fatty acids (FA) up to 70% of their dry weight with a predominance of (mono)unsaturated species, similarly to what plants do, but differently from animals. In addition, their growth is not in competition either with food, feed crops, or with agricultural land.
Despite these advantages, the exploitation of the single cell oil system is still at an early developmental stage. Cultivation mode and conditions, as well as lipid extraction technologies, represent the main limitations. The monitoring of lipid accumulation in oleaginous microorganisms is consequently crucial to develop and validate new approaches, but at present the majority of the available techniques is time consuming, invasive and, when relying on lipid extraction, can be affected by FA degradation.
Results
In this work the fatty acid accumulation of the oleaginous yeasts Cryptococcus curvatus and Rhodosporidium toruloides and of the non-oleaginous yeast Saccharomyces cerevisiae (as a negative control) was monitored in situ by Fourier Transform Infrared Spectroscopy (FTIR). Indeed, this spectroscopic tool can provide complementary information to those obtained by classical techniques, such as microscopy, flow cytometry and gas chromatography. As shown in this work, through the analysis of the absorption spectra of intact oleaginous microorganisms it is possible not only to monitor the progression of FA accumulation but also to identify the most represented classes of the produced lipids.
Conclusions
Here we propose FTIR microspectroscopy - supported by multivariate analysis - as a fast, reliable and non invasive method to monitor and analyze FA accumulation in intact oleaginous yeasts. The results obtained by the FTIR approach were in agreement with those obtained by the other classical methods like flow cytometry and gas chromatography. Moreover, the possibility to track lipid production in real time is highly desirable to support the initial screening of strains and media as well as to optimize the scaling up experiments, which are essential for a viable and successful development of an industrial production process.
【 授权许可】
2014 Ami et al.; licensee BioMed Central Ltd.
【 预 览 】
| Files | Size | Format | View |
|---|---|---|---|
| 20140705060550211.pdf | 1732KB | ||
| Figure 11. | 57KB | Image | |
| Figure 10. | 57KB | Image | |
| Figure 9. | 60KB | Image | |
| Figure 8. | 56KB | Image | |
| Figure 7. | 34KB | Image | |
| Figure 6. | 32KB | Image | |
| Figure 5. | 74KB | Image | |
| Figure 4. | 85KB | Image | |
| Figure 3. | 53KB | Image | |
| Figure 2. | 19KB | Image | |
| Figure 1. | 45KB | Image |
【 图 表 】
Figure 1.
Figure 2.
Figure 3.
Figure 4.
Figure 5.
Figure 6.
Figure 7.
Figure 8.
Figure 9.
Figure 10.
Figure 11.
【 参考文献 】
- [1]Khot M, Kamat S, Zinjarde S, Pant A, Chopade B, Ravikumar A: Single cell oil of oleaginous fungi from the tropical mangrove wetlands as a potential feedstock for biodiesel. Microb Cell Fact 2012, 11:71. BioMed Central Full Text
- [2]Beopoulos A, Nicaud JM, Gaillardin C: An overview of lipid metabolism in yeasts and its impact on biotechnological processes. Appl Microbiol Biotechnol 2011, 90:1193-1206.
- [3]Liang MH, Jiang JG: Advancing oleaginous microorganisms to produce lipid via metabolic engineering technology. Prog Lipid Res 2013, 52:395-408.
- [4]Heredia L, Ratledge C: Simultaneous utilization of glucose and xylose by Candida curvata D in continuous culture. Biotechnology Letters 1988, 10:25-30.
- [5]Dai C-C, Tao J, Xie F, Dai Y-J, Zhao M: Biodiesel generation from oleaginous yeast Rhodotorula glutinis with xylose assimilating capacity. Afr J Biotechnol 2007, 6:2130-2134.
- [6]Daniel HJ, Otto RT, Binder M, Reuss M, Syldatk C: Production of sophorolipids from whey: development of a two-stage process with Cryptococcus curvatus ATCC 20509 and Candida bombicola ATCC 22214 using deproteinized whey concentrates as substrates. Appl Microbiol Biotechnol 1999, 51:40-45.
- [7]Hansson L, Dostalek M: Influence of cultivation conditions on lipid production by Cryptococcus albidus. Appl microbiol biotechnol 1986, 24:12-18.
- [8]Evans CT, Scragg AH, Ratledge C: A comparative study of citrate efflux from mitochondria of oleaginous and non-oleaginous yeasts. Eur J Biochem 1983, 130:195-204.
- [9]Chen X, Li Z, Zhang X, Hu F, Ryu DD, Bao J: Screening of oleaginous yeast strains tolerant to lignocellulose degradation compounds. Appl Biochem Biotechnol 2009, 159:591-604.
- [10]Huang C, Zong MH, Wu H, Liu QP: Microbial oil production from rice straw hydrolysate by Trichosporon fermentans. Bioresour Technol 2009, 100:4535-4538.
- [11]Saenge C, Cheirslip B, Suksaroge TT: Potential use of oleaginous red yeast Rhodotorula glutinis for the bioconversion of crude glycerol from biodiesel plant to lipids and carotenoids. process biochemistry 2011, 46:210-218.
- [12]Seraphim P, George A: Biotechnological valorization of biodiesel derived glycerol waste through production of single cell oil and citric acid by Yarrowia lipolytica. Lipid technology 2009, 21:83-87.
- [13]Sitepu IR, Ignatia L, Franz AK, Wong DM, Faulina SA, Tsui M, Kanti A, Boundy-Mills K: An improved high-throughput Nile red fluorescence assay for estimating intracellular lipids in a variety of yeast species. J Microbiol Methods 2012, 91:321-328.
- [14]Laffargue A, de Kochko A, Dussert S: Development of solid-phase extraction and methylation procedures to analyse free fatty acids in lipid-rich seeds. Plant Physiol Biochem 2007, 45:250-257.
- [15]Galafassi S, Cucchetti D, Pizza F, Franzosi G, Bianchi D, Compagno C: Lipid production for second generation biodiesel by the oleaginous yeast Rhodotorula graminis. Bioresour Technol 2012, 111:398-403.
- [16]Casal HL, Mantsch HH: Polymorphic phase behaviour of phospholipid membranes studied by infrared spectroscopy. Biochim Biophys Acta 1984, 779:381-401.
- [17]Kacuráková M, Mathlouthi M: FTIR and laser-Raman spectra of oligosaccharides in water: caharacterization of the glycosydic bond. Carbohydr Res 1996, 284:145-157.
- [18]Tamm LK, Tatulian SA: Infrared spectroscopy of proteins and peptides in lipid bilayers. Q Rev Biophys 1997, 30:365-429.
- [19]Arrondo JLR, Goni FM: Infrared studies of protein-induced perturbation of lipids in lipoproteins and membranes. Chem Phys Lipids 1998, 96:53-68.
- [20]Banyay M, Sarkar M, Graslund A: A library of IR bands of nucleic acids in solution. Biophysical chemistry 2003, 104:477-488.
- [21]Barth A: Infrared spectroscopy of proteins. Biochimica et Biophysica Acta (BBA) - Bioenergetics 2007, 1767:1073-1101.
- [22]Choo L-P, Wetzel DL, Halliday WC, Jackson M, LeVine SM, Mantsch HH: Situ Characterization of 18-Amyloid in Alzheimer's Diseased Tissue by Synchrotron Fourier Transform Infrared Microspectroscopy. Biophys J 1996, 71:1672-1679.
- [23]Ami D, Natalello A, Zullini A, Doglia SM: Fourier transform infrared microspectroscopy as a new tool for nematode studies. FEBS Lett 2004, 576:297-300.
- [24]Ami D, Neri T, Natalello A, Mereghetti P, Doglia SM, Zanoni M, Zuccotti M, Garagna S, Redi CA: Embryonic stem cell differentiation studied by FT-IR spectroscopy. Biochimica et Biophysica Acta (BBA) - Molecular Cell Research 2008, 1783:98-106.
- [25]Caine S, Heraud P, Tobin MJ, McNaughton D, Bernard CC: The application of Fourier transform infrared microspectroscopy for the study of diseased central nervous system tissue. NeuroImage 2012, 59:3624-3640.
- [26]Dean AP, Sigee DC, Estrada B, Pittman JK: Using FTIR spectroscopy for rapid determination of lipid accumulation in response to nitrogen limitation in freshwater microalgae. Bioresour Technol 2010, 101:4499-4507.
- [27]Vongsvivut J, Heraud P, Gupta A, Puri M, McNaughton D, Barrow CJ: FTIR microspectroscopy for rapid screening and monitoring of polyunsaturated fatty acid production in commercially valuable marine yeasts and protists. Analyst 2013, 138:6016-6031.
- [28]Kelly JG, Najand GM, Martin FL: Characterisation of DNA methylation status using spectroscopy (mid-IR versus Raman) with multivariate analysis. J Biophotonics 2011, 4:345.
- [29]Trevisan J, Angelov PP, Carmichael PL, Scottc AD, Martin FL: Extracting biological information with computational analysis of Fourier transform infrared (FTIR) biospectroscopy datasets: current practices to future perspectives. Analyst 2012, 137:3202-3215.
- [30]Ami D, Mereghetti P, Doglia SM: Multivariate analisys for Fourier Transform Infrared Spectra of complex biological systems and processes, in L.Valim de Freitas and A.P. Barbosa Rodrigues de Freitas (Eds.). In Multivariate analysis in management engineering and the sciences. Edited by Freitas and de Freitas. Rijeka, Croatia: InTech; 2013:189-220.
- [31]Thiru M, Sankh S, Rangaswamy V: Process for biodiesel production from Cryptococcus curvatus. Bioresour Technol 2011, 102:10436-10440.
- [32]Zhao X, Hu C, Wu S, Shen H, Zhao ZK: Lipid production by Rhodosporidium toruloides Y4 using different substrate feeding strategies. J Ind Microbiol Biotechnol 2011, 38:627-632.
- [33]Ryu BG, Kim J, Kim K, Choi YE, Han JI, Yang JW: High-cell-density cultivation of oleaginous yeast Cryptococcus curvatus for biodiesel production using organic waste from the brewery industry. Bioresour Technol 2013, 135:357-364.
- [34]Zhou W, Wang W, Li Y, Zhang Y: Lipid production by Rhodosporidium toruloides Y2 in bioethanol wastewater and evaluation of biomass energetic yield. Bioresour Technol 2013, 127:435-440.
- [35]Greenspan P, Mayer E, Fowler S: Nile red: a selective fluorescent stain for intracellular lipid droplets. JCB 1985, 100:965-973.
- [36]Yonghong L, Zongbao Z (K), Fengwu B: High-density cultivation of oleaginous yeast Rhodosporidium toruloides Y4 in fed-batch culture. Enzym Microb Technol 2007, 41:312-317.
- [37]Galichet A, Sockalingum GD, Belarbi A, Manfait M: FTIR spectroscopic analysis of Saccharomyces cerevisiae cell walls: study of an anomalous strain exhibiting a pink-colored cell phenotype. FEMS Microbiol Lett 2001, 197:179-186.
- [38]Susi H, Byler DM: Resolution-enhanced Fourier transform infrared spectroscopy of enzymes. Methods Enzymol 1986, 130:290-311.
- [39]Natalello A, Sasso F, Secundo F: Enzymatic transesterification monitored by an easy-to-use Fourier transform infrared spectroscopy method. Biotechnol J 2013, 8:133-138.
- [40]Sinclair RG, McKay GS, Myers GS, R NJ: The infrared absorption of unsaturated fatty acids ad esters. JAmChem Soc 1952, 74:2578-2585.
- [41]Yu X, Zheng Y, Dorgan KM, Chen S: Oil production by oleaginous yeasts using the hydrolysate from pretreatment of wheat straw with dilute sulfuric acid. Bioresour Technol 2011, 102:6134-6140.
- [42]Leibniz Institute DSMZ: German collection of microorganisms and cell cultures. [http://www.dsmz.de/catalogues/details/culture/DSM-4444.html?tx_dsmzresources_pi5[returnPid]=304 webcite]
- [43]Brambilla L, Bolzani D, Compagno C, Carrera V, van Dijken J, Pronk J, Ranzi B, Alberghina L, Porro D: NADH reoxidation does not control glycolytic flux during exposure of respiring Saccharomyces cerevisiae cultures to glucose excess. FEMS Microbiol Lett 1999, 171:133-140.
- [44]Bligh EG, Dyer WJ: A rapid method of total lipid extraction and purification. Can J Biochem Physiol 1959, 37:911-917.
- [45]Holub BJ, Skeaff CM: Nutritional regulation of cellularphosphatidylinositol. Methods in enzymology 1987, 141:234-24.
- [46]Ami D, Natalello A, Doglia SM: Fourier transform infrared microspectroscopy of complex biological systems: from intact cells to whole organisms. Methods Mol Biol 2012, 895:85-100.
- [47]Natalello A, Ami D, Doglia SM: Fourier transform infrared spectroscopy of intrinsically disordered proteins: measurement procedures and data analyses. Methods Mol Biol 2012, 895:229-244.
- [48]Eaton JW: Octave: past, present, and future. Proceedings of the 2nd International Workshop on Distributed Statistical Computing. Texas-Wisconsin Modeling and Control Consortium 2001, 03:1-16.
- [49]Rencher AC: Methods of multivariate analysis. 2nd edition. NJ, USA: John Wiley & Sons, Inc; 2003.
PDF