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Semeraro P, Giotta L, Talà A, Tufariello M, D'Elia M, Milano F, Alifano P, Valli L. A simple strategy based on ATR-FTIR difference spectroscopy to monitor substrate intake and metabolite release by growing bacteria. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2023; 302:123031. [PMID: 37392540 DOI: 10.1016/j.saa.2023.123031] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 05/24/2023] [Accepted: 06/14/2023] [Indexed: 07/03/2023]
Abstract
Attenuated total reflectance Fourier transform infrared (ATR-FTIR) difference spectroscopy has been employed for a variety of applications spanning from reaction mechanisms analysis to interface phenomena assessment. This technique is based on the detection of spectral changes induced by the chemical modification of the original sample. In the present study, we highlight the potential of the ATR-FTIR difference approach in the field of microbial biochemistry and biotechnology, reporting on the identification of main soluble species consumed and released by growing bacteria during the biohydrogen production process. Specifically, the mid-infrared spectrum of a model culture broth, composed of glucose, malt extract and yeast extract, was used as background to acquire the FTIR difference spectrum of the same broth as modified by Enterobacter aerogenes metabolism. The analysis of difference signals revealed that only glucose is degraded during hydrogen evolution in anaerobic conditions, while ethanol and 2,3-butanediol are the main soluble metabolites released with H2. This fast and easy analytical approach can therefore represent a sustainable strategy to screen different bacterial strains and to select raw and waste materials to be employed in the field of biofuel production.
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Affiliation(s)
- Paola Semeraro
- Dipartimento di Scienze e Tecnologie Biologiche e Ambientali, Università del Salento, Lecce, Italy; Consorzio Interuniversitario Nazionale per la Scienza e Tecnologia dei Materiali (INSTM), Unità di Lecce, Lecce, Italy
| | - Livia Giotta
- Dipartimento di Scienze e Tecnologie Biologiche e Ambientali, Università del Salento, Lecce, Italy; Consorzio Interuniversitario Nazionale per la Scienza e Tecnologia dei Materiali (INSTM), Unità di Lecce, Lecce, Italy.
| | - Adelfia Talà
- Dipartimento di Scienze e Tecnologie Biologiche e Ambientali, Università del Salento, Lecce, Italy
| | - Maria Tufariello
- Istituto di Scienze delle Produzioni Alimentari (ISPA), Consiglio Nazionale delle Ricerche (CNR), UOS Lecce, Lecce, Italy
| | - Marcella D'Elia
- Dipartimento di Matematica e Fisica "Ennio De Giorgi", Università del Salento, Lecce, Italy
| | - Francesco Milano
- Istituto di Scienze delle Produzioni Alimentari (ISPA), Consiglio Nazionale delle Ricerche (CNR), UOS Lecce, Lecce, Italy
| | - Pietro Alifano
- Dipartimento di Scienze e Tecnologie Biologiche e Ambientali, Università del Salento, Lecce, Italy
| | - Ludovico Valli
- Dipartimento di Scienze e Tecnologie Biologiche e Ambientali, Università del Salento, Lecce, Italy; Consorzio Interuniversitario Nazionale per la Scienza e Tecnologia dei Materiali (INSTM), Unità di Lecce, Lecce, Italy
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A Pipeline towards the Biochemical Characterization of the Arabidopsis GT14 Family. Int J Mol Sci 2021; 22:ijms22031360. [PMID: 33572987 PMCID: PMC7866395 DOI: 10.3390/ijms22031360] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 01/24/2021] [Accepted: 01/25/2021] [Indexed: 02/07/2023] Open
Abstract
Glycosyltransferases (GTs) catalyze the synthesis of glycosidic linkages and are essential in the biosynthesis of glycans, glycoconjugates (glycolipids and glycoproteins), and glycosides. Plant genomes generally encode many more GTs than animal genomes due to the synthesis of a cell wall and a wide variety of glycosylated secondary metabolites. The Arabidopsis thaliana genome is predicted to encode over 573 GTs that are currently classified into 42 diverse families. The biochemical functions of most of these GTs are still unknown. In this study, we updated the JBEI Arabidopsis GT clone collection by cloning an additional 105 GT cDNAs, 508 in total (89%), into Gateway-compatible vectors for downstream characterization. We further established a functional analysis pipeline using transient expression in tobacco (Nicotiana benthamiana) followed by enzymatic assays, fractionation of enzymatic products by reversed-phase HPLC (RP-HPLC) and characterization by mass spectrometry (MS). Using the GT14 family as an exemplar, we outline a strategy for identifying effective substrates of GT enzymes. By addition of UDP-GlcA as donor and the synthetic acceptors galactose-nitrobenzodiazole (Gal-NBD), β-1,6-galactotetraose (β-1,6-Gal4) and β-1,3-galactopentose (β-1,3-Gal5) to microsomes expressing individual GT14 enzymes, we verified the β-glucuronosyltransferase (GlcAT) activity of three members of this family (AtGlcAT14A, B, and E). In addition, a new family member (AT4G27480, 248) was shown to possess significantly higher activity than other GT14 enzymes. Our data indicate a likely role in arabinogalactan-protein (AGP) biosynthesis for these GT14 members. Together, the updated Arabidopsis GT clone collection and the biochemical analysis pipeline present an efficient means to identify and characterize novel GT catalytic activities.
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Li C, Xuan L, He Y, Wang J, Zhang H, Ying Y, Wu A, Bacic A, Zeng W, Song L. Molecular Mechanism of Xylogenesis in Moso Bamboo ( Phyllostachys edulis) Shoots during Cold Storage. Polymers (Basel) 2018; 11:E38. [PMID: 30960022 PMCID: PMC6401726 DOI: 10.3390/polym11010038] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 12/21/2018] [Accepted: 12/21/2018] [Indexed: 01/27/2023] Open
Abstract
A bamboo shoot is the immature stem of the woody grass and a nutritious and popular vegetable in East Asia. However, it undergoes a rapid xylogenesis process right after harvest, even being stored in a cold chamber. To investigate the molecular regulation mechanisms of xylogenesis in Moso bamboo (Phyllostachys edulis) shoots (MBSes) during cold storage, the measurement of cell wall polymers (cellulose, hemicellulose, and lignin) and related enzyme activities (phenylalanine ammonia lyase (PAL), cinnamyl alcohol dehydrogenase (CAD), peroxidase (POD), and xylan xylosyltransferase (XylT)) and transcriptomic analysis were performed during cold storage. It was noticed that cellulose and lignin contents increased, while hemicellulose content exhibited a downward trend. PAL, CAD, and POD activity presented an upward trend generally in MBS when stored at 4 °C for 16 days. XylT activity showed a descending trend during the stages of storage, but slightly increased during the 8th to 12th days after harvest at 4 °C. Transcriptomic analysis identified 72, 28, 44, and 31 functional unigenes encoding lignin, cellulose, xylan biosynthesis enzymes, and transcription factors (TFs), respectively. Many of these secondary cell wall (SCW)-related genes showed higher expression levels in the later period of cold storage. Quantitative RT-PCR analysis of the selected genes conformed to the expression pattern. Our study provides a comprehensive analysis of MBS secondary wall biosynthesis at the molecular level during the cold storage process. The results give insight into the xylogenesis process of this economically important vegetable and shed light on solving this problem of the post-harvest industry.
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Affiliation(s)
- Changtao Li
- Sino-Australia Plant Cell Wall Research Centre, The State Key Laboratory of Subtropical Silviculture, School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, China.
| | - Lingling Xuan
- Sino-Australia Plant Cell Wall Research Centre, The State Key Laboratory of Subtropical Silviculture, School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, China.
| | - Yuming He
- Sino-Australia Plant Cell Wall Research Centre, The State Key Laboratory of Subtropical Silviculture, School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, China.
| | - Jie Wang
- Sino-Australia Plant Cell Wall Research Centre, The State Key Laboratory of Subtropical Silviculture, School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, China.
| | - Hui Zhang
- Sino-Australia Plant Cell Wall Research Centre, The State Key Laboratory of Subtropical Silviculture, School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, China.
| | - Yeqing Ying
- Sino-Australia Plant Cell Wall Research Centre, The State Key Laboratory of Subtropical Silviculture, School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, China.
| | - Aimin Wu
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry, South China Agricultural University, Guangzhou 510642, China.
| | - Antony Bacic
- Sino-Australia Plant Cell Wall Research Centre, The State Key Laboratory of Subtropical Silviculture, School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, China.
- ARC Center of Excellence in Plant Cell Walls, School of BioSciences, the University of Melbourne, Parkville VIC 3010, Australia.
- La Trobe Institute of Food and Agriculture, La Trobe University, Bundoora, VIC 3083, Australia.
| | - Wei Zeng
- Sino-Australia Plant Cell Wall Research Centre, The State Key Laboratory of Subtropical Silviculture, School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, China.
- ARC Center of Excellence in Plant Cell Walls, School of BioSciences, the University of Melbourne, Parkville VIC 3010, Australia.
| | - Lili Song
- Sino-Australia Plant Cell Wall Research Centre, The State Key Laboratory of Subtropical Silviculture, School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, China.
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McGillicuddy N, Floris P, Albrecht S, Bones J. Examining the sources of variability in cell culture media used for biopharmaceutical production. Biotechnol Lett 2017; 40:5-21. [DOI: 10.1007/s10529-017-2437-8] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2017] [Accepted: 09/07/2017] [Indexed: 12/15/2022]
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Song L, Zeng W, Wu A, Picard K, Lampugnani ER, Cheetamun R, Beahan C, Cassin A, Lonsdale A, Doblin MS, Bacic A. Asparagus Spears as a Model to Study Heteroxylan Biosynthesis during Secondary Wall Development. PLoS One 2015; 10:e0123878. [PMID: 25894575 PMCID: PMC4404143 DOI: 10.1371/journal.pone.0123878] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2014] [Accepted: 02/23/2015] [Indexed: 11/18/2022] Open
Abstract
Garden asparagus (Asparagus officinalis L.) is a commercially important crop species utilized for its excellent source of vitamins, minerals and dietary fiber. However, after harvest the tissue hardens and its quality rapidly deteriorates because spear cell walls become rigidified due to lignification and substantial increases in heteroxylan content. This latter observation prompted us to investigate the in vitro xylan xylosyltransferase (XylT) activity in asparagus. The current model system for studying heteroxylan biosynthesis, Arabidopsis, whilst a powerful genetic system, displays relatively low xylan XylT activity in in vitro microsomal preparations compared with garden asparagus therefore hampering our ability to study the molecular mechanism(s) of heteroxylan assembly. Here, we analyzed physiological and biochemical changes of garden asparagus spears stored at 4 °C after harvest and detected a high level of xylan XylT activity that accounts for this increased heteroxylan. The xylan XylT catalytic activity is at least thirteen-fold higher than that reported for previously published species, including Arabidopsis and grasses. A biochemical assay was optimized and up to seven successive Xyl residues were incorporated to extend the xylotetraose (Xyl4) acceptor backbone. To further elucidate the xylan biosynthesis mechanism, we used RNA-seq to generate an Asparagus reference transcriptome and identified five putative xylan biosynthetic genes (AoIRX9, AoIRX9-L, AoIRX10, AoIRX14_A, AoIRX14_B) with AoIRX9 having an expression profile that is distinct from the other genes. We propose that Asparagus provides an ideal biochemical system to investigate the biochemical aspects of heteroxylan biosynthesis and also offers the additional benefit of being able to study the lignification process during plant stem maturation.
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Affiliation(s)
- Lili Song
- Nurturing Station for the State Key Laboratory of Subtropical Silviculture, Zhejiang A & F University, Lin’an, Hangzhou, 311300, P. R. China
- ARC Centre of Excellence in Plant Cell Walls, School of Botany, the University of Melbourne, Parkville, VIC 3010, Australia
| | - Wei Zeng
- ARC Centre of Excellence in Plant Cell Walls, School of Botany, the University of Melbourne, Parkville, VIC 3010, Australia
| | - Aimin Wu
- College of Forestry, South China Agricultural University, Guangzhou, 510642, China
| | - Kelsey Picard
- ARC Centre of Excellence in Plant Cell Walls, School of Botany, the University of Melbourne, Parkville, VIC 3010, Australia
| | - Edwin R. Lampugnani
- ARC Centre of Excellence in Plant Cell Walls, School of Botany, the University of Melbourne, Parkville, VIC 3010, Australia
| | - Roshan Cheetamun
- ARC Centre of Excellence in Plant Cell Walls, School of Botany, the University of Melbourne, Parkville, VIC 3010, Australia
| | - Cherie Beahan
- ARC Centre of Excellence in Plant Cell Walls, School of Botany, the University of Melbourne, Parkville, VIC 3010, Australia
| | - Andrew Cassin
- ARC Centre of Excellence in Plant Cell Walls, School of Botany, the University of Melbourne, Parkville, VIC 3010, Australia
| | - Andrew Lonsdale
- ARC Centre of Excellence in Plant Cell Walls, School of Botany, the University of Melbourne, Parkville, VIC 3010, Australia
| | - Monika S. Doblin
- ARC Centre of Excellence in Plant Cell Walls, School of Botany, the University of Melbourne, Parkville, VIC 3010, Australia
| | - Antony Bacic
- ARC Centre of Excellence in Plant Cell Walls, School of Botany, the University of Melbourne, Parkville, VIC 3010, Australia
- Bio21 Molecular Science and Biotechnology Institute, the University of Melbourne, Parkville, VIC 3010, Australia
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Zhang Y, Li HF, Ma Y, Jin Y, Kong G, Lin JM. Microwave assisted extraction-solid phase extraction for high-efficient and rapid analysis of monosaccharides in plants. Talanta 2014; 129:404-10. [PMID: 25127612 DOI: 10.1016/j.talanta.2014.05.056] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2014] [Revised: 05/27/2014] [Accepted: 05/30/2014] [Indexed: 11/15/2022]
Abstract
Monosaccharides are the fundamental composition units of saccharides which are a common source of energy for metabolism. An effective and simple method consisting of microwave assisted extraction (MAE), solid phase extraction (SPE) and high performance liquid chromatography-refractive index detector (HPLC-RID) was developed for rapid detection of monosaccharides in plants. The MAE was applied to break down the structure of the plant cells and release the monosaccharides, while the SPE procedure was adopted to purify the extract before analysis. Finally, the HPLC-RID was employed to separate and analyze the monosaccharides with amino column. As a result, the extraction time was reduced to 17 min, which was nearly 85 times faster than soxhlet extraction. The recoveries of arabinose, xylose, fructose and glucose were 85.01%, 87.79%, 103.17%, and 101.24%, with excellent relative standard deviations (RSDs) of 1.94%, 1.13%, 0.60% and 1.67%, respectively. The proposed method was demonstrated to be efficient and time-saving, and had been applied to analyze monosaccharides in tobacco and tea successfully.
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Affiliation(s)
- Ying Zhang
- State Key Laboratory of Chemical Resource Engineering, Beijing University of Chemical Technology, Beijing 100029, China; Beijing Key Laboratory of Microanalytical Methods and Instrumentation, Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Hai-Fang Li
- Beijing Key Laboratory of Microanalytical Methods and Instrumentation, Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Yuan Ma
- Beijing Key Laboratory of Microanalytical Methods and Instrumentation, Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Yan Jin
- Yunnan Academy of Tobacco Agricultural Science, Yuxi 653100, China.
| | - Guanghui Kong
- Yunnan Academy of Tobacco Agricultural Science, Yuxi 653100, China
| | - Jin-Ming Lin
- Beijing Key Laboratory of Microanalytical Methods and Instrumentation, Department of Chemistry, Tsinghua University, Beijing 100084, China.
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Oliver JD, Sutton AT, Karu N, Phillips M, Markham J, Peiris P, Hilder EF, Castignolles P. Simple and robust monitoring of ethanol fermentations by capillary electrophoresis. Biotechnol Appl Biochem 2014; 62:329-42. [PMID: 25040822 DOI: 10.1002/bab.1269] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2014] [Accepted: 07/06/2014] [Indexed: 11/08/2022]
Abstract
Free-solution capillary electrophoresis (CE), or capillary zone electrophoresis, with direct UV detection was used for the first time for the determination of mono- and disaccharides, sugar alcohols, and ethanol in fermentation broths. Sample preparation proved to be minimal: no derivatization or specific sample purification was needed. The CE conditions can be adapted to the type of fermentation by simply altering the background electrolyte (BGE). KOH (130 mM) or NaOH (130 mM) as the BGE led to the fastest analysis time when monitoring simple fermentations. A mixture of 65 mM NaOH and 65 mM LiOH led to a 19% improvement in resolution for a complex mixture of carbohydrates. Quantification of a simple carbohydrate fermentation by CE showed values in close agreement with that of high-performance anion exchange chromatography and high-performance liquid chromatography (HPLC) on a cation exchange resin. For complex fermentations, quantification of carbohydrates by HPLC and CE led to similar results, whereas CE requires an injection volume of only 10-20 nL. Analysis of an ethanol fermentation of hydrolyzed plant fiber demonstrated the robustness of the separation and detection of carbohydrates, as well as ethanol. Ethanol determination is achieved by coupling the CE method to pressure mobilization, using the same instrument and the same sample.
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Affiliation(s)
- James D Oliver
- University of Western Sydney, Australian Centre for Research on Separation Sciences (ACROSS), School of Science and Health, Parramatta Campus, Penrith NSW, Australia.,University of Western Sydney, School of Science and Health, Hawkesbury Campus, Penrith NSW, Australia
| | - Adam T Sutton
- University of Western Sydney, Australian Centre for Research on Separation Sciences (ACROSS), School of Science and Health, Parramatta Campus, Penrith NSW, Australia
| | - Naama Karu
- Australian Centre for Research on Separation Science (ACROSS), School of Physical Sciences, University of Tasmania, Hobart TAS, Australia
| | - Michael Phillips
- University of Western Sydney, School of Science and Health, Hawkesbury Campus, Penrith NSW, Australia
| | - Julie Markham
- University of Western Sydney, School of Science and Health, Hawkesbury Campus, Penrith NSW, Australia
| | - Paul Peiris
- University of Western Sydney, School of Science and Health, Hawkesbury Campus, Penrith NSW, Australia
| | - Emily F Hilder
- Australian Centre for Research on Separation Science (ACROSS), School of Physical Sciences, University of Tasmania, Hobart TAS, Australia
| | - Patrice Castignolles
- University of Western Sydney, Australian Centre for Research on Separation Sciences (ACROSS), School of Science and Health, Parramatta Campus, Penrith NSW, Australia
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Oliver JD, Gaborieau M, Hilder EF, Castignolles P. Simple and robust determination of monosaccharides in plant fibers in complex mixtures by capillary electrophoresis and high performance liquid chromatography. J Chromatogr A 2013; 1291:179-86. [PMID: 23608404 DOI: 10.1016/j.chroma.2013.03.041] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2012] [Revised: 03/17/2013] [Accepted: 03/18/2013] [Indexed: 11/29/2022]
Abstract
Carbohydrates partially liberated by acid hydrolysis of plant fiber can be separated by hydrophilic interaction liquid chromatography (HILIC), ligand-exchange liquid chromatography or other forms of LC with ion-exchange columns. However, the robust hydrogen-exchange columns show co-elution of galactose, xylose and mannose. Free solution capillary electrophoresis (CE) can be used without derivatization at pH 12.6 and was found to provide a higher resolution of galactose and xylose than common LC with no sample pre-treatment required, other than dilution, within 26min. CE was able to provide resolution higher than 0.79 for all separated carbohydrates, and the RSDs of determined concentrations lower than 10% for concentrations above 1.3gL(-1). A quantitative comparison between CE and HPLC revealed that up to 22% more carbohydrates are quantified with CE. Direct UV detection in CE of mono- and disaccharides is unexpectedly possible at 270nm. NMR analysis shows that alkaline degradation is too slow to explain this detection. This CE detection sensitivity is increased by the electric field and our CE and NMR analyses are consistent with a photo-oxidation process.
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Affiliation(s)
- James D Oliver
- University of Western Sydney (UWS), Australian Centre for Research on Separation Science (ACROSS), School of Science and Health, Penrith, NSW 2751, Australia.
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