1
|
Sirisena S, Chan S, Roberts N, Dal Maso S, Gras SL, Martin GJO. Corrigendum to "Influence of yeast growth conditions and proteolytic enzymes on the amino acid profiles of yeast hydrolysates: implications for taste and nutrition" [Food Chem. 437(Part 2) (2024) 137906]. Food Chem 2024; 441:138415. [PMID: 38233255 DOI: 10.1016/j.foodchem.2024.138415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
Affiliation(s)
- Sameera Sirisena
- Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Sitha Chan
- Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Nic Roberts
- Bega Foods, 1 Vegemite Way, Port Melbourne, Victoria 3207, Australia
| | - Sandra Dal Maso
- Bega Foods, 1 Vegemite Way, Port Melbourne, Victoria 3207, Australia
| | - Sally L Gras
- Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia; The Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Gregory J O Martin
- Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| |
Collapse
|
2
|
Sirisena S, Chan S, Roberts N, Dal Maso S, Gras SL, J O Martin G. Influence of yeast growth conditions and proteolytic enzymes on the amino acid profiles of yeast hydrolysates: Implications for taste and nutrition. Food Chem 2024; 437:137906. [PMID: 37939420 DOI: 10.1016/j.foodchem.2023.137906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 10/16/2023] [Accepted: 10/28/2023] [Indexed: 11/10/2023]
Abstract
This study investigated the effects of aerobic and anaerobic growth and proteolytic enzymes on the amino acid content of yeast hydrolysates in relation to taste and nutrition. Saccharomyces cerevisiae ATCC5574 was grown under fed-batch aerobic or batch anaerobic conditions. Intracellular glutamic acid (Glu) concentrations were 18-fold higher in aerobic yeast. Hydrolysis with papain and alkaline protease released more amino acids (AA) than simple autolysis or hydrolysis with bromelain, most significantly when applied to aerobic yeast (∼2-fold increase). Autolysates and bromelain hydrolysates from aerobic yeast had low levels of bitter and essential AAs, with high levels of umami Glu. Papain and alkaline protease hydrolysates of aerobic yeast had high levels of umami, bitter and essential AAs. Autolysates/hydrolysates from anaerobic yeast had moderate, high, and low levels of bitter, essential and umami AAs. Selection of both yeast growth conditions and hydrolysis enzyme can manipulate the free AA profile and yield of hydrolysates.
Collapse
Affiliation(s)
- Sameera Sirisena
- Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Sitha Chan
- Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Nic Roberts
- Bega Foods, 1 Vegemite Way, Port Melbourne, Victoria 3207, Australia
| | - Sandra Dal Maso
- Bega Foods, 1 Vegemite Way, Port Melbourne, Victoria 3207, Australia
| | - Sally L Gras
- Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia; The Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Gregory J O Martin
- Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| |
Collapse
|
3
|
Zhou L, Duan X, Li K, Hill DRA, Martin GJO, Suleria HAR. Extraction and Characterization of Bioactive Compounds from Diverse Marine Microalgae and Their Potential Antioxidant Activities. Chem Biodivers 2023; 20:e202300602. [PMID: 37798811 DOI: 10.1002/cbdv.202300602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 10/03/2023] [Accepted: 10/03/2023] [Indexed: 10/07/2023]
Abstract
This study compared free and bound phenolic compounds in various marine microalgae species. It assessed total phenolic content (TPC), total flavonoid content (TFC) and total condensed tannin content (TCT) and their antioxidant capacities using 2,2-diphenyl-1-picrylhydrazyl (DPPH) assay, 2,2'-azinobis(3-ethylbenzothiazoline-6-sulfonic acid) (ABTS⋅+ ) radical cation-based assay and ferric ion reducing antioxidant power assay. Liquid chromatography-mass spectrometry (LC-MS) was also employed to characterize the phenolic profiling. Results showed that free phenolic compounds ranged from 1.83-6.45 mg GAE/g d. w., while bound phenolic compounds ranged from 4.03-26.03 mg GAE/g d. w., indicating significant differences. These variations were consistent across assays, highlining unique profiles in different species. A total 10 phenolics were found in these seven microalgae, including 1 phenolic acid, 6 flavonoids, 1 other polyphenol and 2 lignans. 4'-O-methyl-(-)-epigallocatechin 7-O-glucuronide and chrysoeriol 7-O-glucoside in microalgae were firstly reported in microalgal samples. These findings have implications for future applications in industries.
Collapse
Affiliation(s)
- Linhui Zhou
- School of Agriculture, Food and Ecosystem, Faculty of Sciences, The University of Melbourne, Parkville, 3010, VIC, Australia
| | - Xinyu Duan
- School of Agriculture, Food and Ecosystem, Faculty of Sciences, The University of Melbourne, Parkville, 3010, VIC, Australia
| | - Kunning Li
- School of Agriculture, Food and Ecosystem, Faculty of Sciences, The University of Melbourne, Parkville, 3010, VIC, Australia
| | - David R A Hill
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria, 3010, Australia
| | - Gregory J O Martin
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria, 3010, Australia
| | - Hafiz A R Suleria
- School of Agriculture, Food and Ecosystem, Faculty of Sciences, The University of Melbourne, Parkville, 3010, VIC, Australia
| |
Collapse
|
4
|
Wu Y, Li W, Zhu H, Martin GJO, Ashokkumar M. Ultrasound-enhanced interfacial adsorption and inactivation of soy trypsin inhibitors. Ultrason Sonochem 2023; 94:106315. [PMID: 36738694 PMCID: PMC9932488 DOI: 10.1016/j.ultsonch.2023.106315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 01/24/2023] [Accepted: 01/29/2023] [Indexed: 06/18/2023]
Abstract
In this study, liquid-liquid interfacial protein adsorption was proposed as a means of inactivating soy trypsin inhibitors (TIs, including Kunitz (KTI) and Bowman-Birk inhibitor (BBI)). Hexane-water was first selected as a model system to compare three emulsification methods (hand shaking, rotor-stator and ultrasound mixing). Ultrasound could generate the smallest and least polydisperse emulsion droplets, resulting in highest interfacial adsorption amount of KTI and BBI as well as the highest inactivation percentage of TIs (p < 0.05). Therefore, ultrasound was selected to further explore the effect of the non-aqueous phase on interfacial adsorption and inactivation kinetics of TIs in a food emulsion system containing vegetable oil (VTO). The adsorption amounts of KTI and BBI in the VTO-aqueous emulsion increased by ∼ 25 % compared to the hexane-aqueous emulsion. In addition, the adsorption amounts of KTI and BBI were rapidly increased as a function of sonication time, especially for the hexane-aqueous emulsion system. This result suggests that such inactivation of TIs could be implemented in continuous systems for large-scale processing. Finally, the pathways of interface-induced inactivation of BBI and KTI were investigated based on separate experiments on individual BBI and KTI systems. The results showed that the interface adsorption caused the changes in the secondary and tertiary structure of KTI that led to its activitation. However, BBI was quite stable at the liquid-liquid interface without significant conformational change. Overall, ultrasound-assisted interfacial adsorption can be considered a rapid and highly efficient method to inactivate KTI.
Collapse
Affiliation(s)
- Yue Wu
- Sonochemistry Group, School of Chemistry, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Wu Li
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Haiyan Zhu
- Sonochemistry Group, School of Chemistry, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Gregory J O Martin
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| | - Muthupandian Ashokkumar
- Sonochemistry Group, School of Chemistry, The University of Melbourne, Parkville, Victoria 3010, Australia.
| |
Collapse
|
5
|
Li K, Duan X, Zhou L, Hill DRA, Martin GJO, Suleria HAR. Bioaccessibility and bioactivities of phenolic compounds from microalgae during in vitro digestion and colonic fermentation. Food Funct 2023; 14:899-910. [PMID: 36537586 DOI: 10.1039/d2fo02980d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Microalgae are a developing novel source of carbohydrates, phenolic compounds, carotenoids and proteins. In this study, in vitro digestion and colonic fermentation were conducted to examine the total phenolic content and potential antioxidant activity of four microalgal species (Chlorella sp., Spirulina sp., Dunaliella sp., and Isochrysis sp.). The bioaccessibility of targeted phenolic compounds and the short-chain fatty acid (SCFA) production were also estimated. Particularly, Spirulina sp. exhibited the highest total phenolic content (TPC) and free radical scavenging (2,2'-diphenyl-1-picrylhydrazyl, DPPH) capacity after gastrointestinal digestion of 7.93 mg gallic acid equivalents (GAE) per g and 2.35 mg Trolox equivalents (TE) per g. Meanwhile, it had the highest total flavonoid content (TFC) of 1.07 quercetin equivalents (QE) per g after 8 h of colonic fermentation. Dunaliella sp. and Isochrysis sp. showed comparable ferric reducing antioxidant power (FRAP) of 4.96 and 4.45 mg QE per g after 4 h of faecal reaction, respectively. p-hydroxybenzoic and caffeic acid almost completely decomposed after the intestine and fermented in the colon with the gut microflora. In Dunaliella sp. and Isochrysis sp., these phenolic acids were found in the colonic fermented residual, probably due to the presence of dietary fibre and the interactions with other components. All four species reached the highest values of SCFA production after 16 h, except Spirulina sp., which displayed the most increased total SCFA production after 8 h of fermentation. It is proposed that Spirulina sp. could be more beneficial to gut health.
Collapse
Affiliation(s)
- Kunning Li
- School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville 3010, VIC, Australia.
| | - Xinyu Duan
- School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville 3010, VIC, Australia.
| | - Linhui Zhou
- School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville 3010, VIC, Australia.
| | - David R A Hill
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville 3010, VIC, Australia
| | - Gregory J O Martin
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville 3010, VIC, Australia
| | - Hafiz A R Suleria
- School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville 3010, VIC, Australia.
| |
Collapse
|
6
|
Duan X, Xie C, Hill DRA, Barrow CJ, Dunshea FR, Martin GJO, Suleria HA. Bioaccessibility, Bioavailability and Bioactivities of Carotenoids in Microalgae: A Review. Food Reviews International 2023. [DOI: 10.1080/87559129.2023.2165095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- Xinyu Duan
- School of Agriculture and Food, Faculty of Science, The University of Melbourne, Parkville, VIC, Australia
| | - Cundong Xie
- School of Agriculture and Food, Faculty of Science, The University of Melbourne, Parkville, VIC, Australia
| | - David R. A. Hill
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, VIC, Australia
| | - Colin J. Barrow
- Centre for Chemistry and Biotechnology, School of Life and Environmental Sciences, Deakin University, Waurn Ponds, VIC, Australia
| | - Frank R. Dunshea
- School of Agriculture and Food, Faculty of Science, The University of Melbourne, Parkville, VIC, Australia
- Faculty of Biological Sciences, The University of Leeds, Leeds, UK
| | - Gregory J. O. Martin
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, VIC, Australia
| | - Hafiz A.R. Suleria
- School of Agriculture and Food, Faculty of Science, The University of Melbourne, Parkville, VIC, Australia
- Centre for Chemistry and Biotechnology, School of Life and Environmental Sciences, Deakin University, Waurn Ponds, VIC, Australia
| |
Collapse
|
7
|
Li W, Martin GJO, Ashokkumar M. Turbulence-induced formation of emulsion gels. Ultrason Sonochem 2021; 81:105847. [PMID: 34856449 PMCID: PMC8640544 DOI: 10.1016/j.ultsonch.2021.105847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 11/17/2021] [Accepted: 11/18/2021] [Indexed: 05/12/2023]
Abstract
Emulsion gels have a wide range of applications. We report on a facile and versatile method to produce stable emulsion gels with tunable rheological properties. Gel formation is triggered by subjecting a mixture containing aqueous colloidal particle (CP) suspensions and water-immiscible liquids to intense turbulence, generated by low frequency (20 kHz) ultrasound or high-pressure homogenization. Through systematic investigations, requisite gel formation criteria are established with respect to both formulation and processing, including ratio/type of liquid pairs, CP properties, and turbulence conditions. Based on the emulsion microstructure and rheological properties, inter-droplet bridging and CP void-filling are proposed as universal stabilization mechanisms. These mechanisms are further linked to droplet-size scaling and sphere close-packing theory, distinctive from existing gel-conferring models. The study thereby provides the foundation for advancing the production of emulsion gels that can be tailored to a wide range of current and emerging applications in the formulation and processing of food, cosmetics or pharmaceutical gels, and in material science.
Collapse
Affiliation(s)
- Wu Li
- Sonochemistry Group, School of Chemistry, The University of Melbourne, Parkville, Melbourne, VIC 3010, Australia.
| | - Gregory J O Martin
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Muthupandian Ashokkumar
- Sonochemistry Group, School of Chemistry, The University of Melbourne, Parkville, Melbourne, VIC 3010, Australia.
| |
Collapse
|
8
|
Wu Y, Li W, Martin GJO, Ashokkumar M. Mechanism of low-frequency and high-frequency ultrasound-induced inactivation of soy trypsin inhibitors. Food Chem 2021; 360:130057. [PMID: 34029924 DOI: 10.1016/j.foodchem.2021.130057] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 04/29/2021] [Accepted: 05/08/2021] [Indexed: 01/15/2023]
Abstract
In this study, the effect of ultrasonic frequency and power on the inactivation of soy trypsin inhibitors (TIs) was investigated to explore the ultrasound-induced inactivation mechanism. It was observed that 20 kHz and 355 kHz ultrasound have better inactivation efficiency than 1056 kHz. First-order rate constants for the inactivation process were obtained, which increased with increasing ultrasonic power at both 20 kHz and 355 kHz. For 20 kHz ultrasound, the formation of TI aggregates resulting from the physical effects of acoustic cavitation decreased the interactions between the active sites of TIs and trypsin, thus reducing the TI activity. For 355 kHz ultrasound, most of the methionine in the TIs was oxidised within 5 mins, resulting in a faster reduction of TI activity. Subsequent aggregation of TIs resulted in further TI inactivation. SDS-PAGE showed that neither disulphide bonds nor CC coupling were involved in the formation of aggregates.
Collapse
Affiliation(s)
- Yue Wu
- Sonochemistry Group, School of Chemistry, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Wu Li
- Sonochemistry Group, School of Chemistry, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Gregory J O Martin
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| | - Muthupandian Ashokkumar
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| |
Collapse
|
9
|
Pattnaik M, Pandey P, Martin GJO, Mishra HN, Ashokkumar M. Innovative Technologies for Extraction and Microencapsulation of Bioactives from Plant-Based Food Waste and their Applications in Functional Food Development. Foods 2021; 10:279. [PMID: 33573135 PMCID: PMC7911848 DOI: 10.3390/foods10020279] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2020] [Revised: 01/20/2021] [Accepted: 01/22/2021] [Indexed: 02/07/2023] Open
Abstract
The by-products generated from the processing of fruits and vegetables (F&V) largely are underutilized and discarded as organic waste. These organic wastes that include seeds, pulp, skin, rinds, etc., are potential sources of bioactive compounds that have health imparting benefits. The recovery of bioactive compounds from agro-waste by recycling them to generate functional food products is of increasing interest. However, the sensitivity of these compounds to external factors restricts their utility and bioavailability. In this regard, the current review analyses various emerging technologies for the extraction of bioactives from organic wastes. The review mainly aims to discuss the basic principle of extraction for extraction techniques viz. supercritical fluid extraction, subcritical water extraction, ultrasonic-assisted extraction, microwave-assisted extraction, and pulsed electric field extraction. It provides insights into the strengths of microencapsulation techniques adopted for protecting sensitive compounds. Additionally, it outlines the possible functional food products that could be developed by utilizing components of agricultural by-products. The valorization of wastes can be an effective driver for accomplishing food security goals.
Collapse
Affiliation(s)
- Monalisha Pattnaik
- Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur 721302, West Bengal, India; (M.P.); (P.P.); (H.N.M.)
| | - Pooja Pandey
- Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur 721302, West Bengal, India; (M.P.); (P.P.); (H.N.M.)
- School of Chemistry, The University of Melbourne, Parkville, VIC 3010, Australia
- Department of Chemical Engineering, The University of Melbourne, Parkville, VIC 3010, Australia;
| | - Gregory J. O. Martin
- Department of Chemical Engineering, The University of Melbourne, Parkville, VIC 3010, Australia;
| | - Hari Niwas Mishra
- Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur 721302, West Bengal, India; (M.P.); (P.P.); (H.N.M.)
| | | |
Collapse
|
10
|
Yatipanthalawa B, Li W, Hill DRA, Trifunovic Z, Ashokkumar M, Scales PJ, Martin GJO. Interplay between interfacial behaviour, cell structure and shear enables biphasic lipid extraction from whole diatom cells (Navicula sp.). J Colloid Interface Sci 2021; 589:65-76. [PMID: 33450461 DOI: 10.1016/j.jcis.2020.12.056] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 11/25/2020] [Accepted: 12/17/2020] [Indexed: 10/22/2022]
Abstract
HYPOTHESIS Bacillariophyceae (i.e., diatoms) are an important class of algae with potential use in the production of proteins and lipids including long-chain ω-3 polyunsaturated fatty acids. Biphasic extraction of microalgae lipids using water-immiscible solvents such as hexane, can avoid the excessive energy required to distil solvents from water, but generally requires energy-intensive rupture of the cells. The unique cell structure and surface chemistry of diatoms compared to other microalgae species might allow biphasic lipid extraction without prior cell rupture. EXPERIMENTS The kinetics of biphasic lipid extraction from intact Navicula sp. cells was investigated during low-shear and high-shear mixing, and with prior or simultaneous application of ultrasound (20 kHz at 0.57 W/mL). Dynamic interfacial tension measurements and electron microscopic analysis were used to investigate lipid extraction in relation to interfacial behaviour and cell structure. RESULTS High yields (>80%) of intracellular lipids were extracted from intact cells over the course of hours upon low-shear contacting with hexane. The cells associated with and stabilised the hexane-water interface, allowing hexane to infiltrate pores in the frustule component of the cell walls and access the intracellular lipids. It was shown that mucilaginous extracellular polymeric substances (EPS) bound to the cell walls acted as a barrier to solvent penetration into the cells. This EPS could be removed by prior ultrasonication. Biphasic extraction was greatly accelerated by shear applied by rotor-stator mixing or ultrasound. High-shear could remove mucilaginous EPS from the cell surfaces to facilitate direct contact of the cell surface with hexane and produced smaller emulsion droplets with increased surface area. The combination of high-shear in the presence of hexane resulted in the in-situ rupture of the cells, which greatly accelerated lipid extraction and allowed high yields of neutral lipid (>95%) to be recovered from freshly harvested cells within less than 5 min. The study demonstrated the ability of shear to enable simultaneous cell rupture and lipid extraction from a diatom alga based on its cell structure and interfacial behaviour.
Collapse
Affiliation(s)
- Bhagya Yatipanthalawa
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| | - Wu Li
- Sonochemistry Group, School of Chemistry, The University of Melbourne, Parkville, Melbourne, Victoria 3010, Australia.
| | - David R A Hill
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| | - Zlatan Trifunovic
- Advanced Microscopy Facility, Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Victoria 3010, Australia.
| | - Muthupandian Ashokkumar
- Sonochemistry Group, School of Chemistry, The University of Melbourne, Parkville, Melbourne, Victoria 3010, Australia.
| | - Peter J Scales
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| | - Gregory J O Martin
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| |
Collapse
|
11
|
Munir M, Nadeem M, Mahmood Qureshi T, Gamlath CJ, Martin GJO, Hemar Y, Ashokkumar M. Effect of sonication, microwaves and high-pressure processing on ACE-inhibitory activity and antioxidant potential of Cheddar cheese during ripening. Ultrason Sonochem 2020; 67:105140. [PMID: 32388000 DOI: 10.1016/j.ultsonch.2020.105140] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 04/16/2020] [Accepted: 04/21/2020] [Indexed: 06/11/2023]
Abstract
Dairy processing provides acceptable safety and shelf-life to final products, and improves their bioactivity. The present study evaluated the potential of different milk processing techniques to improve the antioxidant and angiotensin-I converting enzyme (ACE)-inhibitory activity of Cheddar cheese, during ripening. Cheese was made from milk subjected to different pre-treatments (C = untreated control, US-1 = ultrasonication, specific energy = 23 J/g, 20 kHz frequency; US-2 = Ultrasonication specific energy = 41 J/g, 20 kHz; HPP = high-pressure processing, 400 MPa for 15 min, at temperature < 40 °C; MW = microwave, temperature<40 °C, specific energy = 86.5 J/g) and analysed after ripening for 0, 3, 6 and 9 months. The results showed that the rate of proteolysis during both cheese making and subsequent ripening was significantly affected by the pre-treatment. Antioxidant activity and ACE-inhibitory potential of cheeses made from pre-treated milk significantly increased (p < 0.05) in the following order: US-2 > HPP > US-1 > MW > C. These findings demonstrate the possibility of using ultrasound, microwaves or high-pressure processing as pre-treatments to improve the nutritional attributes of cheese.
Collapse
Affiliation(s)
- Masooma Munir
- Institute of Food Science and Nutrition, University of Sargodha, Sargodha, Pakistan; School of Chemistry, The University of Melbourne, Parkville, Victoria 3010, Australia; Food Science Research Institute, National Agricultural Research Centre, Islamabad, Pakistan
| | - Muhammad Nadeem
- Institute of Food Science and Nutrition, University of Sargodha, Sargodha, Pakistan
| | - Tahir Mahmood Qureshi
- Department of Food Sciences, Cholistan University of Veterinary & Animal Sciences, Bahawalpur, Pakistan
| | - Charitha J Gamlath
- School of Chemistry, The University of Melbourne, Parkville, Victoria 3010, Australia; Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Gregory J O Martin
- Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Yacine Hemar
- School of Food Science and Engineering, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250353, China
| | | |
Collapse
|
12
|
Poddar N, Elahee Doomun SN, Callahan DL, Kowalski GM, Martin GJO. The assimilation of glycerol into lipid acyl chains and associated carbon backbones of Nannochloropsis salina varies under nitrogen replete and deplete conditions. Biotechnol Bioeng 2020; 117:3299-3309. [PMID: 32662891 DOI: 10.1002/bit.27498] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 07/08/2020] [Accepted: 07/13/2020] [Indexed: 11/07/2022]
Abstract
Mixotrophic cultivation can increase microalgae productivity, yet the associated lipid metabolism remains mostly unknown. Stable isotope labeling was used to track assimilation of glycerol into the triacylglyceride (TAG) and membrane lipids of Nannochloropsis salina. In N-replete media, glycerol uptake and 13 C incorporation into acyl chains were, respectively, 6-fold and 12-fold higher than in N-deplete conditions. In N-replete cultures, 42% of the carbon in the consumed glycerol was assimilated into lipid acyl chains, mostly in membrane lipids rather than TAG. In N-deplete cultures, only 11% of the limited amount of consumed glycerol was fixed into lipid acyl chains. Labeled lipid-associated glycerol backbones were predominantly 13 C3 labeled, suggesting that intact glycerol molecules were directly esterified with fatty acids/polar head groups. However, the presence of singly and doubly labeled lipid-bound glycerol species suggested that some glycerol also went through the central carbon metabolism before forming glycerol-3-phosphate destined for lipid esterification. 13 C incorporation was higher in the saturated and monounsaturated than the polyunsaturated acyl chains of TAG, indicating the flux of carbon from glycerol went first to de novo fatty acid synthesis before acyl editing reactions. The results demonstrate that nitrogen availability influences both glycerol consumption and utilization for lipid synthesis in Nannochloropsis, providing novel insights for developing mixotrophic cultivation strategies.
Collapse
Affiliation(s)
- Nature Poddar
- Department of Chemical Engineering, Algal Processing Group, The University of Melbourne, Parkville, Victoria, Australia
| | - Sheik N Elahee Doomun
- School of Life and Environmental Science, Deakin University, Burwood, Victoria, Australia
| | - Damien L Callahan
- School of Life and Environmental Science, Deakin University, Burwood, Victoria, Australia
| | - Greg M Kowalski
- Institute for Physical Activity and Nutrition, School of Exercise Sciences, Deakin, Geelong, Australia
| | - Gregory J O Martin
- Department of Chemical Engineering, Algal Processing Group, The University of Melbourne, Parkville, Victoria, Australia
| |
Collapse
|
13
|
Mettu S, Yao S, Sun Q, Lawson SR, Scales PJ, Martin GJO, Ashokkumar M. Effect of Bulk Viscosity and Emulsion Droplet Size on the Separation Efficiency of Model Mineral Oil-in-Water (O/W) Emulsions under Ultrasonic Standing Wave Fields: A Theoretical and Experimental Investigation. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c00616] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Srinivas Mettu
- Sonochemistry Group, School of Chemistry, The University of Melbourne, Parkville, Victoria 3010, Australia
- Chemical and Environmental Engineering Department, RMIT University, Melbourne 3000, Australia
| | - Shunyu Yao
- Sonochemistry Group, School of Chemistry, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Qiang Sun
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Samuel Ronald Lawson
- Sonochemistry Group, School of Chemistry, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Peter J. Scales
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Gregory J. O. Martin
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Muthupandian Ashokkumar
- Sonochemistry Group, School of Chemistry, The University of Melbourne, Parkville, Victoria 3010, Australia
| |
Collapse
|
14
|
Liu J, Pemberton B, Lewis J, Scales PJ, Martin GJO. Wastewater treatment using filamentous algae - A review. Bioresour Technol 2020; 298:122556. [PMID: 31843358 DOI: 10.1016/j.biortech.2019.122556] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 12/02/2019] [Accepted: 12/02/2019] [Indexed: 06/10/2023]
Abstract
Wastewater treatment using algae is a promising approach for efficient removal of contaminating nutrients and their conversion into useful products. Monocultures of filamentous algae provide easier harvesting compared to microalgae, and better control of biomass quality than polyculture systems such as algal turf scrubbers. In this review, recent research into wastewater treatment using freshwater filamentous algae is compiled and critically analysed. Focus is given to filamentous algae monocultures, with key relevant findings from microalgae and polyculture systems discussed and compared. The application of monocultures of filamentous algae is an emerging area of research. Gaps are identified in our understanding of key aspects important to large-scale system design, including criteria for species selection, influence of nutrient type and loading, inorganic carbon supply, algae-bacteria interactions, and parameters such as pond depth, mixing and harvesting regimes. This technology has much promise, however future research is needed to maximise productivity and wastewater treatment efficiency.
Collapse
Affiliation(s)
- Jiajun Liu
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Bill Pemberton
- Melbourne Water Corporation, 990 La Trobe Street, Docklands 3008, Australia
| | - Justin Lewis
- Melbourne Water Corporation, 990 La Trobe Street, Docklands 3008, Australia
| | - Peter J Scales
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Gregory J O Martin
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| |
Collapse
|
15
|
Affiliation(s)
- Érico Baroni
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
- Particulate Fluids Processing Centre, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Bingdi Cao
- State Key Laboratory of Environmental Aquatic Chemistry, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
| | - Paul A. Webley
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Peter J. Scales
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
- Particulate Fluids Processing Centre, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Gregory J. O. Martin
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
- Particulate Fluids Processing Centre, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| |
Collapse
|
16
|
Abstract
This study investigated the effect of low-frequency (20kHz) and high-frequency (414kHz) ultrasound treatment on the amino acid and secondary structural integrity of dairy proteins. Sonicated skim milk proteins were hydrolysed and analysed with reverse-phase high-performance liquid chromatography to investigate the amino acid content of the processed samples. It was successfully demonstrated that both low-frequency and high-frequency ultrasound did not adversely affect the amino acid content, even after prolonged extreme processing conditions (6h, 355kHz). This finding was supplemented with protein secondary structure data (Fourier-transform (FT)-IR secondary derivatives of the amide I band, 1700–1600cm−1) that showed that ultrasound was capable of causing structural modifications to the dairy proteins. This study shows that ultrasound can be used to influence protein–protein interactions in skim milk via alterations to the secondary structure without degrading the amino acids in the proteins.
Collapse
|
17
|
Halim R, Hill DRA, Hanssen E, Webley PA, Martin GJO. Thermally coupled dark-anoxia incubation: A platform technology to induce auto-fermentation and thus cell-wall thinning in both nitrogen-replete and nitrogen-deplete Nannochloropsis slurries. Bioresour Technol 2019; 290:121769. [PMID: 31323512 DOI: 10.1016/j.biortech.2019.121769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2019] [Revised: 07/05/2019] [Accepted: 07/06/2019] [Indexed: 06/10/2023]
Abstract
Nitrogen-deprived Nannochloropsis cells invested their fixed carbon into the accumulation of triacylglycerol and cell wall cellulose (thickness of N-replete cell walls = 27.8 ± 5.8, N-deplete cell walls = 51.0 ± 10.2 nm). In this study, the effect of nitrogen depletion on the ability of the cells to weaken their own cell walls via autolysis was investigated. Autolytic cell wall thinning was achieved in both N-replete and N-deplete biomass by incubating highly concentrated slurries in darkness at 38 °C. The incubation forced cells to anaerobically ferment their intracellular cellulose and resulted in 30-40% reduction in cell wall thickness for both biomass types. This wall depletion weakened the cells and increased the extent of cell rupture by mechanical force (from 42 to 78% for N-replete biomass, from 36 to 62% for N-deplete biomass). Importantly, autolysis did not adversely impact the amino acid content of protein-rich N-replete biomass or the fatty acid content of lipid-rich N-deplete biomass.
Collapse
Affiliation(s)
- Ronald Halim
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Victoria 3010, Australia.
| | - David R A Hill
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Victoria 3010, Australia
| | - Eric Hanssen
- Advanced Microscopy Unit, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Victoria 3010, Australia
| | - Paul A Webley
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Victoria 3010, Australia
| | - Gregory J O Martin
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Victoria 3010, Australia
| |
Collapse
|
18
|
Li X, Mettu S, Martin GJO, Ashokkumar M, Lin CSK. Ultrasonic pretreatment of food waste to accelerate enzymatic hydrolysis for glucose production. Ultrason Sonochem 2019; 53:77-82. [PMID: 30642800 DOI: 10.1016/j.ultsonch.2018.12.035] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Revised: 11/24/2018] [Accepted: 12/24/2018] [Indexed: 06/09/2023]
Abstract
Recovering valuable materials from food waste by applying the concept of a bio-refinery is attracting considerable interest. To this effect, we investigated the possibility of enhancing the enzymatic hydrolysis of food waste using ultrasonic technology. The effect of pre-treating blended food waste with high-intensity ultrasound (20 kHz) on subsequent hydrolysis by glucoamylase was investigated as a function of sonication time and temperature. Particle sizing by laser diffraction, and imaging via scanning electronic microscopy showed that ultrasonic pre-treatment could reduce the particle size of the blended food waste significantly, resulting in a better interaction with the enzyme. As a consequence, the glucose yield of enzymatic hydrolysis was ∼10% higher for food waste pre-sonicated using the most intensive ultrasonication conditions studied (5 min sonication at a power of 0.8 W/mL at 20 °C) than for the untreated control. In addition, the time required to achieve high yields of glucose could be more than halved using ultrasonic pre-treatment. This could enable the hydrolysis reactor size or the enzyme usage to be reduced by more than 50%. Therefore, an ultrasound-assisted bioconversion process from food waste into a value-added product has been demonstrated.
Collapse
Affiliation(s)
- Xiaotong Li
- School of Energy and Environment, City University of Hong Kong, Tat Chee Avenue, Kowloon, Hong Kong
| | - Srinivas Mettu
- School of Chemistry, The University of Melbourne, VIC 3010, Australia; Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, VIC 3010, Australia
| | - Gregory J O Martin
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, VIC 3010, Australia
| | | | - Carol Sze Ki Lin
- School of Energy and Environment, City University of Hong Kong, Tat Chee Avenue, Kowloon, Hong Kong.
| |
Collapse
|
19
|
Leong TSH, Walter V, Gamlath CJ, Yang M, Martin GJO, Ashokkumar M. Functionalised dairy streams: Tailoring protein functionality using sonication and heating. Ultrason Sonochem 2018; 48:499-508. [PMID: 30080577 DOI: 10.1016/j.ultsonch.2018.07.010] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Revised: 06/07/2018] [Accepted: 07/04/2018] [Indexed: 06/08/2023]
Abstract
Ultrasound can be used to modify the functional interactions between casein and whey proteins in dairy systems. This study reports on ongoing developments in understanding the effect of ultrasound and heating on milk proteins in systems with modified casein-whey protein ratios (97:3, 80:20 and 50:50), prepared from milk protein concentrates that were fractionated by microfiltration, based on protein size. Heating of concentrated casein streams (9% w/w) at 80.0 °C for up to 9 min resulted in reduced gelation functionality and increased viscosity, even in the absence of added whey proteins. 20 kHz ultrasonication at 20.8 W calorimetric power for 1 min was able to break protein aggregates formed during heating, resulting in improved gelation and reduced viscosity. Interestingly, when heated whey protein was recombined with unheated casein the gelation properties were similar to unheated controls. In contrast, when heat treated casein streams were recombined with unheated whey protein, the gel forming functionality was reduced. This study therefore shows that using specific combinations of heat and/or ultrasound, fractionated dairy streams can be tailored for specific functional outcomes.
Collapse
Affiliation(s)
- Thomas S H Leong
- The ARC Dairy Innovation Hub, The University of Melbourne, Parkville, VIC 3010, Australia; School of Chemistry, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Vincent Walter
- The ARC Dairy Innovation Hub, The University of Melbourne, Parkville, VIC 3010, Australia; School of Chemistry, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Charitha J Gamlath
- The ARC Dairy Innovation Hub, The University of Melbourne, Parkville, VIC 3010, Australia; School of Chemistry, The University of Melbourne, Parkville, VIC 3010, Australia; The Department of Chemical Engineering, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Min Yang
- College of Science, Gansu Agricultural University, Lanzhou 730070, China
| | - Gregory J O Martin
- The ARC Dairy Innovation Hub, The University of Melbourne, Parkville, VIC 3010, Australia; The Department of Chemical Engineering, The University of Melbourne, Parkville, VIC 3010, Australia.
| | - Muthupandian Ashokkumar
- The ARC Dairy Innovation Hub, The University of Melbourne, Parkville, VIC 3010, Australia; School of Chemistry, The University of Melbourne, Parkville, VIC 3010, Australia.
| |
Collapse
|
20
|
Law SQK, Halim R, Scales PJ, Martin GJO. Conversion and recovery of saponifiable lipids from microalgae using a nonpolar solvent via lipase-assisted extraction. Bioresour Technol 2018; 260:338-347. [PMID: 29649726 DOI: 10.1016/j.biortech.2018.03.129] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Revised: 03/26/2018] [Accepted: 03/29/2018] [Indexed: 05/13/2023]
Abstract
A single-step method for transesterifying and recovering lipids in concentrated slurries (ca 20% w/w solids) of ruptured microalgae is presented. A soluble Rhizomucor miehei lipase (RML) was used to directly transesterify the lipids in the marine microalgae Nannochloropsis salina. This allowed both triglycerides (TAG) and polar saponifiable lipids to be recovered as fatty acid methyl esters (FAME) using a nonpolar solvent (hexane). Up to 90 wt% of the total saponifiable lipids (SL) were converted to FAME within 24 h, approximately 75% of which was recovered in the hexane by centrifugation. Two pathways for the conversion and recovery of polar lipids were identified. The water in the slurry buffered against potential lipase inhibition by methanol, but necessitated a high methanol dose for maximal FAME conversion. Nonetheless the method enables the recovery of polar lipids as FAME while avoiding the need for both drying of the biomass and a downstream transesterification step.
Collapse
Affiliation(s)
- Sam Q K Law
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Ronald Halim
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Peter J Scales
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Gregory J O Martin
- Algal Processing Group, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| |
Collapse
|
21
|
Abstract
Three essential experimental parameters in the ultrasonic emulsification process, namely sonication time, acoustic amplitude and processing volume, were individually investigated, theoretically and experimentally, and correlated to the emulsion droplet sizes produced. The results showed that with a decrease in droplet size, two kinetic regions can be separately correlated prior to reaching a steady state droplet size: a fast size reduction region and a steady state transition region. In the fast size reduction region, the power input and sonication time could be correlated to the volume-mean diameter by a power-law relationship, with separate power-law indices of -1.4 and -1.1, respectively. A proportional relationship was found between droplet size and processing volume. The effectiveness and energy efficiency of droplet size reduction was compared between ultrasound and high-pressure homogenisation (HPH) based on both the effective power delivered to the emulsion and the total electric power consumed. Sonication could produce emulsions across a broad range of sizes, while high-pressure homogenisation was able to produce emulsions at the smaller end of the range. For ultrasonication, the energy efficiency was higher at increased power inputs due to more effective droplet breakage at high ultrasound intensities. For HPH the consumed energy efficiency was improved by operating at higher pressures for fewer passes. At the laboratory scale, the ultrasound system required less electrical power than HPH to produce an emulsion of comparable droplet size. The energy efficiency of HPH is greatly improved at large scale, which may also be true for larger scale ultrasonic reactors.
Collapse
Affiliation(s)
- Wu Li
- ARC-ITRP Dairy Innovation Hub, The University of Melbourne, Parkville, Victoria 3010, Australia.
| | | | | | | |
Collapse
|
22
|
Abstract
Computational models can be used to optimize the production of bacteriophages. Here a model is described for production in a two-stage self-cycling process. Theoretical and practical considerations for modeling bacteriophage production are first introduced. The key experimental protocols required to estimate key kinetic parameters for the model, including determining variable infection rates as a function of substrate concentration, are described. ppSim is an open-source R-script that can simulate bacteriophage production to optimize productivity or minimize costs. The steps included to run the simulation using the experimentally determined infection parameters are described. An example is also presented, where a level sensor and cycle time are optimized to maximize bacteriophage productivity in two sequential 1-L bioreactors, resulting in a production rate of 4.46 × 1010 bacteriophage particles/hour. The protocols and programs described here will allow users to potentially optimize production of their own bacteriophage-bacteria pairing by effectively applying bacteriophage modeling.
Collapse
Affiliation(s)
- Konrad Krysiak-Baltyn
- The Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC, 3010, Australia
- The Department of Chemical Engineering, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Gregory J O Martin
- The Department of Chemical Engineering, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Sally L Gras
- The Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC, 3010, Australia.
- The Department of Chemical Engineering, The University of Melbourne, Parkville, VIC, 3010, Australia.
| |
Collapse
|
23
|
Burger W, Krysiak-Baltyn K, Scales PJ, Martin GJO, Stickland AD, Gras SL. The influence of protruding filamentous bacteria on floc stability and solid-liquid separation in the activated sludge process. Water Res 2017; 123:578-585. [PMID: 28704773 DOI: 10.1016/j.watres.2017.06.063] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2017] [Revised: 06/21/2017] [Accepted: 06/22/2017] [Indexed: 06/07/2023]
Abstract
Filamentous bacteria can impact on the physical properties of flocs in the activated sludge process assisting solid-liquid separation or inducing problems when bacteria are overabundant. While filamentous bacteria within the flocs are understood to increase floc tensile strength, the relationship between protruding external filaments, dewatering characteristics and floc stability is unclear. Here, a quantitative methodology was applied to determine the abundance of filamentous bacteria in activated sludge samples from four wastewater treatment plants. An automated image analysis procedure was applied to identify filaments and flocs and calculate the length of the protruding filamentous bacteria (PFB) relative to the floc size. The correlation between PFB and floc behavior was then assessed. Increased filament abundance was found to increase interphase drag on the settling flocs, as quantified by the hindered settling function. Additionally, increased filament abundance was correlated with a lower gel point concentration leading to poorer sludge compactability. The floc strength factor, defined as the relative change in floc size upon shearing, correlated positively with filament abundance. This influence of external protruding filamentous bacteria on floc stability is consistent with the filamentous backbone theory, where filamentous bacteria within flocs increase floc resistance to shear-induced breakup. A qualitative correlation was also observed between protruding and internal filamentous structure. This study confirms that filamentous bacteria are necessary to enhance floc stability but if excessively abundant will adversely affect solid-liquid separation. The tools developed here will allow quantitative analysis of filament abundance, which is an improvement on current qualitative methods and the improved method could be used to assist and optimize the operation of waste water treatment plants.
Collapse
Affiliation(s)
- Wilhelm Burger
- Particulate Fluids Processing Centre and Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Konrad Krysiak-Baltyn
- Particulate Fluids Processing Centre and Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Peter J Scales
- Particulate Fluids Processing Centre and Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Gregory J O Martin
- Particulate Fluids Processing Centre and Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Anthony D Stickland
- Particulate Fluids Processing Centre and Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Sally L Gras
- Particulate Fluids Processing Centre and Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, VIC, 3010, Australia; The Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC, 3010, Australia.
| |
Collapse
|
24
|
Leong TSH, Martin GJO, Ashokkumar M. Ultrasonic encapsulation - A review. Ultrason Sonochem 2017; 35:605-614. [PMID: 27053430 DOI: 10.1016/j.ultsonch.2016.03.017] [Citation(s) in RCA: 83] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Revised: 03/12/2016] [Accepted: 03/18/2016] [Indexed: 05/23/2023]
Abstract
Encapsulation of materials in particles dispersed in water has many applications in nutritional foods, imaging, energy production and therapeutic/diagnostic medicine. Ultrasonic technology has been proven effective at creating encapsulating particles and droplets with specific physical and functional properties. Examples include highly stable emulsions, functional polymeric particles with environmental sensitivity, and microspheres for encapsulating drugs for targeted delivery. This article provides an overview of the primary mechanisms arising from ultrasonics responsible for the formation of these materials, highlighting examples that show promise particularly in the development of foods and bioproducts.
Collapse
Affiliation(s)
- Thomas S H Leong
- School of Chemistry, The University of Melbourne, Parkville, Victoria 3010, Australia; Department of Chemical & Biomolecular Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia; ARC Dairy Innovation Hub, University of Melbourne, Parkville, Victoria 3010, Australia
| | - Gregory J O Martin
- Department of Chemical & Biomolecular Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia; ARC Dairy Innovation Hub, University of Melbourne, Parkville, Victoria 3010, Australia
| | - Muthupandian Ashokkumar
- School of Chemistry, The University of Melbourne, Parkville, Victoria 3010, Australia; ARC Dairy Innovation Hub, University of Melbourne, Parkville, Victoria 3010, Australia.
| |
Collapse
|
25
|
Martin GJO. Energy requirements for wet solvent extraction of lipids from microalgal biomass. Bioresour Technol 2016; 205:40-47. [PMID: 26802186 DOI: 10.1016/j.biortech.2016.01.017] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Revised: 01/08/2016] [Accepted: 01/10/2016] [Indexed: 06/05/2023]
Abstract
Biofuel production from microalgae requires energy efficient processes for extracting and converting triacylglyceride lipids to fuel, compatible with coproduction of protein feeds and nutraceuticals. Wet solvent extraction involves mechanical cell rupture, lipid extraction via solvent contacting, physical phase separation, thermal solvent recovery, and transesterification. A detailed analysis of the effect of key process parameters on the parasitic energy demand of this process was performed. On a well-to-pump basis, between 16% and 320% of the resultant biodiesel energy was consumed depending solely on the process parameters. Highly positive energy balances can be achieved, but only if a correctly designed process is used. This requires processing concentrated biomass (ca 25%w/w) with a high triacylglyceride content (ca 30%w/w), and an efficient extraction process employing a non-polar solvent, low solvent-to-paste ratio, and efficient energy recovery. These requirements preclude many laboratory scale processes and polar co-solvents as viable options for large-scale biofuel production.
Collapse
Affiliation(s)
- Gregory J O Martin
- Algal Processing Group, Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| |
Collapse
|
26
|
Abstract
The use of phages to control and reduce numbers of unwanted bacteria can be traced back to the early 1900s, when phages were explored as a tool to treat infections before the wide scale use of antibiotics. Recently, phage therapy has received renewed interest as a method to treat multiresistant bacteria. Phages are also widely used in the food industry to prevent the growth of certain bacteria in foods, and are currently being explored as a tool for use in bioremediation and wastewater treatment. Despite the large body of biological research on phages, relatively little attention has been given to computational modeling of the population dynamics of phage and bacterial interactions. The earliest model was described by Campbell in the 1960s. Subsequent modifications to this model include partial or complete resistance, multiple phage binding sites, and spatial heterogeneity. This review provides a general introduction to modeling of the population dynamics of bacteria and phage. The review introduces the basic model and relevant concepts and evaluates more complex variations of the basic model published to date, including a model of disease epidemics caused by infectious bacteria. Finally, the shortcomings and potential ways to improve the models are discussed.
Collapse
Affiliation(s)
- Konrad Krysiak-Baltyn
- a Department of Chemical and Biomolecular Engineering , University of Melbourne , Parkville , Australia
| | - Gregory J O Martin
- a Department of Chemical and Biomolecular Engineering , University of Melbourne , Parkville , Australia
| | - Anthony D Stickland
- a Department of Chemical and Biomolecular Engineering , University of Melbourne , Parkville , Australia
| | - Peter J Scales
- a Department of Chemical and Biomolecular Engineering , University of Melbourne , Parkville , Australia
| | - Sally L Gras
- a Department of Chemical and Biomolecular Engineering , University of Melbourne , Parkville , Australia
| |
Collapse
|
27
|
Yap BHJ, Dumsday GJ, Scales PJ, Martin GJO. Energy evaluation of algal cell disruption by high pressure homogenisation. Bioresour Technol 2015; 184:280-285. [PMID: 25435068 DOI: 10.1016/j.biortech.2014.11.049] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2014] [Revised: 11/10/2014] [Accepted: 11/11/2014] [Indexed: 06/04/2023]
Abstract
The energy consumption of high pressure homogenisation (HPH) was analysed to determine the feasibility of rupturing algal cells for biodiesel production. Experimentally, the processing capacity (i.e. flow rate), power draw and cell disruption efficiency of HPH were independent of feed concentration (for Nannochloropsis sp. up to 25%w/w solids). Depending on the homogenisation pressure (60-150 MPa), the solids concentration (0.25-25%w/w), and triacylglyceride (TAG) content of the harvested algal biomass (10-30%), the energy consumed by HPH represented between 6% and 110-times the energy density of the resulting biodiesel. Provided the right species (weak cell wall and high TAG content) is selected and the biomass is processed at a sufficiently high solids concentration, HPH can consume a small fraction of the energy content of the biodiesel produced. This study demonstrates the feasibility of process-scale algal cell disruption by HPH based on its energy requirement.
Collapse
Affiliation(s)
- Benjamin H J Yap
- Algal Processing Group, Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Geoff J Dumsday
- CSIRO Materials Science and Engineering, Bayview Avenue, Clayton, Victoria 3168, Australia
| | - Peter J Scales
- Algal Processing Group, Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Gregory J O Martin
- Algal Processing Group, Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| |
Collapse
|
28
|
Takouridis SJ, Tribe DE, Gras SL, Martin GJO. The selective breeding of the freshwater microalga Chlamydomonas reinhardtii for growth in salinity. Bioresour Technol 2015; 184:18-22. [PMID: 25466995 DOI: 10.1016/j.biortech.2014.10.120] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2014] [Revised: 10/22/2014] [Accepted: 10/24/2014] [Indexed: 05/13/2023]
Abstract
The potential for Chlamydomonas reinhardtii to be utilized for biofuel production was strengthened by developing it for growth in elevated salinity via the selective breeding method of genome shuffling. A population was constructed via random mutagenesis and subjected to multiple rounds of sex and growth in increasing salinity. This sexual line was capable of growth in up to 700 mM NaCl, unlike its progenitor, which could only grow in 300 mM NaCl. An asexual control line was capable of growth in 500 mM NaCl. Palmelloid aggregations increased in size and the concentration of final biomass decreased as a function of NaCl concentration, which poses considerations for future strain development. The sexual line maintained sexual efficiencies of up to 50% over the course of selection. This investigation achieved significant strain improvement of C. reinhardtii and demonstrated the clear advantage of its ability to participate in laboratory controlled and reproducible high efficiency sex.
Collapse
Affiliation(s)
- Simon J Takouridis
- Department of Chemical and Biomolecular Engineering, Melbourne School of Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| | - David E Tribe
- Department of Agriculture and Food Systems, Melbourne School of Land and Environment, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Sally L Gras
- Department of Chemical and Biomolecular Engineering, Melbourne School of Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia; The ARC Dairy Innovation Hub and Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Gregory J O Martin
- Department of Chemical and Biomolecular Engineering, Melbourne School of Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| |
Collapse
|
29
|
Chandrapala J, Martin GJO, Kentish SE, Ashokkumar M. Dissolution and reconstitution of casein micelle containing dairy powders by high shear using ultrasonic and physical methods. Ultrason Sonochem 2014; 21:1658-1665. [PMID: 24798226 DOI: 10.1016/j.ultsonch.2014.04.006] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2014] [Revised: 04/14/2014] [Accepted: 04/14/2014] [Indexed: 06/03/2023]
Abstract
The effect of shear on the solubilization of a range of dairy powders was investigated. The rate of solubilization of low solubility milk protein concentrate and micellar casein powders was examined during ultrasonication, high pressure homogenization and high-shear rotor-stator mixing and compared to low-shear overhead stirring. The high shear techniques were able to greatly accelerate the solubilization of these powders by physically breaking apart the powder agglomerates and accelerating the release of individual casein micelles into solution. This was achieved without affecting the structure of the solubilized proteins. The effect of high shear on the re-establishment of the mineral balance between the casein micelles and the serum was examined by monitoring the pH of the reconstituted skim milk powder after prior exposure to ultrasonication. Only minor differences in the re-equilibration of the pH were observed after sonication for up to 3 min, suggesting that the localized high shear forces exerted by sonication did not significantly affect the mass transfer of minerals from within the casein micelles.
Collapse
Affiliation(s)
- Jayani Chandrapala
- College of Health and Biomedicine, Victoria University, Werribee, VIC 3030, Australia; School of Chemistry/Department of Chemical and Biomolecular Engineering, University of Melbourne, VIC 3010, Australia
| | - Gregory J O Martin
- School of Chemistry/Department of Chemical and Biomolecular Engineering, University of Melbourne, VIC 3010, Australia.
| | - Sandra E Kentish
- School of Chemistry/Department of Chemical and Biomolecular Engineering, University of Melbourne, VIC 3010, Australia
| | - Muthupandian Ashokkumar
- School of Chemistry/Department of Chemical and Biomolecular Engineering, University of Melbourne, VIC 3010, Australia
| |
Collapse
|
30
|
Martin GJO, Hill DRA, Olmstead ILD, Bergamin A, Shears MJ, Dias DA, Kentish SE, Scales PJ, Botté CY, Callahan DL. Lipid profile remodeling in response to nitrogen deprivation in the microalgae Chlorella sp. (Trebouxiophyceae) and Nannochloropsis sp. (Eustigmatophyceae). PLoS One 2014; 9:e103389. [PMID: 25171084 PMCID: PMC4149361 DOI: 10.1371/journal.pone.0103389] [Citation(s) in RCA: 104] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2014] [Accepted: 06/29/2014] [Indexed: 12/29/2022] Open
Abstract
Many species of microalgae produce greatly enhanced amounts of triacylglycerides (TAGs), the key product for biodiesel production, in response to specific environmental stresses. Improvement of TAG production by microalgae through optimization of growth regimes is of great interest. This relies on understanding microalgal lipid metabolism in relation to stress response in particular the deprivation of nutrients that can induce enhanced TAG synthesis. In this study, a detailed investigation of changes in lipid composition in Chlorella sp. and Nannochloropsis sp. in response to nitrogen deprivation (N-deprivation) was performed to provide novel mechanistic insights into the lipidome during stress. As expected, an increase in TAGs and an overall decrease in polar lipids were observed. However, while most membrane lipid classes (phosphoglycerolipids and glycolipids) were found to decrease, the non-nitrogen containing phosphatidylglycerol levels increased considerably in both algae from initially low levels. Of particular significance, it was observed that the acyl composition of TAGs in Nannochloropsis sp. remain relatively constant, whereas Chlorella sp. showed greater variability following N-deprivation. In both algae the overall fatty acid profiles of the polar lipid classes were largely unaffected by N-deprivation, suggesting a specific FA profile for each compartment is maintained to enable continued function despite considerable reductions in the amount of these lipids. The changes observed in the overall fatty acid profile were due primarily to the decrease in proportion of polar lipids to TAGs. This study provides the most detailed lipidomic information on two different microalgae with utility in biodiesel production and nutraceutical industries and proposes the mechanisms for this rearrangement. This research also highlights the usefulness of the latest MS-based approaches for microalgae lipid research.
Collapse
Affiliation(s)
- Gregory J. O. Martin
- Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, Victoria, Australia
| | - David R. A. Hill
- Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, Victoria, Australia
| | - Ian L. D. Olmstead
- Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, Victoria, Australia
| | - Amanda Bergamin
- Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, Victoria, Australia
| | - Melanie J. Shears
- Metabolomics Australia, The School of Botany, The University of Melbourne, Parkville, Victoria, Australia
- Apicolipid Group, Laboratoire Adaption et Pathogenie des Microorganismes UMR5163, CNRS, University of Grenoble I, La Tronche, France
| | - Daniel A. Dias
- Metabolomics Australia, The School of Botany, The University of Melbourne, Parkville, Victoria, Australia
| | - Sandra E. Kentish
- Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, Victoria, Australia
| | - Peter J. Scales
- Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, Victoria, Australia
| | - Cyrille Y. Botté
- Apicolipid Group, Laboratoire Adaption et Pathogenie des Microorganismes UMR5163, CNRS, University of Grenoble I, La Tronche, France
- * E-mail:
| | - Damien L. Callahan
- Metabolomics Australia, The School of Botany, The University of Melbourne, Parkville, Victoria, Australia
- Centre for Chemistry and Biotechnology, School of Life and Environmental Sciences, Deakin University, Burwood, Victoria, Australia
| |
Collapse
|
31
|
Olmstead ILD, Kentish SE, Scales PJ, Martin GJO. Low solvent, low temperature method for extracting biodiesel lipids from concentrated microalgal biomass. Bioresour Technol 2013; 148:615-619. [PMID: 24080444 DOI: 10.1016/j.biortech.2013.09.022] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2013] [Revised: 09/02/2013] [Accepted: 09/03/2013] [Indexed: 06/02/2023]
Abstract
An industrially relevant method for disrupting microalgal cells and preferentially extracting neutral lipids for large-scale biodiesel production was demonstrated on pastes (20-25% solids) of Nannochloropsis sp. The highly resistant Nannochloropsis sp. cells. were disrupted by incubation for 15 h at 37°C followed by high pressure homogenization at 1200 ± 100 bar. Lipid extraction was performed by twice contacting concentrated algal paste with minimal hexane (solvent:biomass ratios (w/w) of <2:1 and <1.3:1) in a stirred vessel at 35°C. Cell disruption prior to extraction increased lipid recovery 100-fold, with yields of 30-50% w/w obtained in the first hexane contact, and a further 6.5-20% in the second contact. The hexane preferentially extracted neutral lipids over glyco- and phospholipids, with up to 86% w/w of the neutral lipids recovered. The process was effective on wet concentrated paste, required minimal solvent and moderate temperature, and did not require difficult to recover polar solvents.
Collapse
Affiliation(s)
- Ian L D Olmstead
- Department of Chemical & Biomolecular Engineering, The University of Melbourne, Parkville, Victoria 3000, Australia
| | | | | | | |
Collapse
|
32
|
Spiden EM, Yap BHJ, Hill DRA, Kentish SE, Scales PJ, Martin GJO. Quantitative evaluation of the ease of rupture of industrially promising microalgae by high pressure homogenization. Bioresour Technol 2013; 140:165-171. [PMID: 23688668 DOI: 10.1016/j.biortech.2013.04.074] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2013] [Revised: 04/17/2013] [Accepted: 04/19/2013] [Indexed: 06/02/2023]
Abstract
The susceptibility to rupture of the microalgae Nannochloropsis sp., Chlorella sp. and Tetraselmis suecica by high pressure homogenization was compared quantitatively to the yeast Saccharomyces cerevisiae. Methods for quantifying cell rupture were investigated including cell counting, turbidity, metabolite release and particle sizing. Cell counting was the only reliable method for quantitative comparisons of all microalgae, with turbidity complicated by agglomeration of cell debris for T. suecica, and measurement of metabolite release affected by degradation occurring for all microalgae after significant rupture. The rupture of all microalgae followed exponential decay as a function of number of passes. The pressure required to achieve rupture of 50% of the cells per pass was determined to be 170, 1070, 1380, and ca. 2000 bar for Tetraselmis sp., Chlorella sp., S. cerevisiae, and Nannochloropsis sp., respectively. These results extend the criteria for selecting microalgae for industrial applications beyond consideration of growth and compositional attributes.
Collapse
Affiliation(s)
- Erin M Spiden
- Department of Chemical and Biomolecular Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
| | | | | | | | | | | |
Collapse
|
33
|
Zhou B, Martin GJO, Pamment NB. A novel assay for rapid in vivo determination of phenotypic stability of recombinant ethanol-producing microorganisms. Bioresour Technol 2009; 100:2823-2827. [PMID: 19232490 DOI: 10.1016/j.biortech.2009.01.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2008] [Revised: 01/08/2009] [Accepted: 01/11/2009] [Indexed: 05/27/2023]
Abstract
A rapid empirical assay is presented for assessing the phenotypic stability of continuous cultures of recombinant bacteria containing transposed pdc and adh genes for ethanol production. The method measures spectrophotometrically the rate of colour formation when cells oxidize added ethanol to acetaldehyde in the presence of Schiff's reagent. During chemostat cultures of the recombinant ethanologen Escherichia coli KO11 on 20 g/l glucose, assay activities were stable and high at ca 8 x 10(-4) DeltaOD(540)/(s.OD(550)), reflecting the high, stable ethanol yield (ca 95%). On 20 g/l and 50 g/l xylose, ethanol yields declined rapidly to about 60% and this was closely mirrored by the assay activities which fell to ca 1.5 DeltaOD(540)/(s.OD(550)), only slightly higher than those measured for the parent strain. Typically taking only about an hour to perform, the assay provides a faster means of gauging the phenotypic stability of ethanol production than is possible by conventional methods.
Collapse
Affiliation(s)
- Bin Zhou
- Department of Chemical and Biomolecular Engineering, University of Melbourne, Parkville, Melbourne, Victoria 3010, Australia
| | | | | |
Collapse
|
34
|
Abstract
During the manufacture of skim milk powder, many important alterations to the casein micelles occur. This study investigates the nature and cause of these alterations and their reversibility upon reconstitution of the powders in water. Samples of skim milk and powder were taken at different stages of commercial production of low-, medium-, and high-heat powders. The nature and composition of the casein micelles were analyzed using a variety of analytical techniques including photon correlation spectroscopy, transmission electron microscopy, turbidity, and protein electrophoresis. It was found that during heat treatment, whey proteins are denatured and become attached to the casein micelles, resulting in larger micelles and more turbid milk. The extent of whey protein attachment to the micelles is directly related to the severity of the heat treatment. It also appeared that whey proteins denatured during heat treatment may continue to attach to casein micelles during water removal (evaporation and spray-drying). The process of water removal causes casein and Ca in the serum to become increasingly associated with the micelles. This results in much larger, denser micelles, increasing the turbidity while decreasing the viscosity of the milk. During reconstitution, the native equilibrium between colloidal Ca and serum Ca is slowly reestablished. The reequilibration of the caseins and detachment of the whey proteins occur even more slowly. The rate of reequilibration does not appear to be influenced by shear or temperature in the range of 4 to 40 degrees C.
Collapse
Affiliation(s)
- G J O Martin
- Department of Chemical and Biomolecular Engineering, University of Melbourne, Parkville, Victoria 3010, Australia
| | | | | |
Collapse
|
35
|
Zhou B, Martin GJO, Pamment NB. Increased phenotypic stability and ethanol tolerance of recombinant Escherichia coli KO11 when immobilized in continuous fluidized bed culture. Biotechnol Bioeng 2008; 100:627-33. [PMID: 18306427 DOI: 10.1002/bit.21800] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The recombinant Escherichia coli B strain KO11, containing chromosomally-integrated genes for ethanol production, was developed for use in lignocellulose-to-ethanol bioconversion processes but suffers from instability in continuous culture and a low ethanol tolerance compared to yeast. Here we report the ability cell immobilization to improve its phenotypic stability and ethanol tolerance during continuous culture on a 50 g/L xylose feed. Experiments conducted in a vertical tubular fermentor operated as a liquid-fluidized bed with the cells immobilized on porous glass microspheres were compared to control experiments in the same reactor operated as a chemostat without the support particles. Without cell immobilization the ethanol yield fell sharply following start-up, declining to 60% of theoretical after only 8-9 days of continuous fermentation. While immobilizing the cells did not prevent this decline, it delayed its onset and slowed its rate. With immobilization, a stable high ethanol yield (>85%) was maintained for at least 10 days, thereafter declining slowly, but remaining above 70% even after up to 40 days of fermentation. The ethanol tolerance of E. coli KO11 cells was substantially increased by immobilization on the glass microspheres. In ethanol tolerance tests, immobilized cells released from the microspheres had survival rates 2.3- to 15-fold higher than those of free cells isolated from the same broth. Immobilization is concluded to be an effective means of increasing ethanol tolerance in E. coli KO11. While immobilization was only partially effective in combating its phenotypic instability, further improvements can be expected following optimization of the immobilization conditions.
Collapse
Affiliation(s)
- Bin Zhou
- Department of Chemical and Biomolecular Engineering, University of Melbourne, Parkville, Victoria 3010, Australia
| | | | | |
Collapse
|
36
|
Martin GJO, Knepper A, Zhou B, Pamment NB. Performance and stability of ethanologenic Escherichia coli strain FBR5 during continuous culture on xylose and glucose. J Ind Microbiol Biotechnol 2006; 33:834-44. [PMID: 16680457 DOI: 10.1007/s10295-006-0129-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2005] [Accepted: 04/03/2006] [Indexed: 10/24/2022]
Abstract
Escherichia coli FBR5 containing recombinant genes for ethanol production on plasmids that are also required for anaerobic growth was cultivated continuously on 50 g/l xylose or glucose in the absence of antibiotics and without the use of special measures to limit the entry of oxygen into the fermenter. Under chemostat conditions, stable ethanol yields of ca. 80-85% of the theoretical were obtained on both sugars over 26 days at dilution rates of 0.045/h (xylose) and 0.075/h (glucose), with average plasmid retention rates of 96% (xylose) and 97% (glucose). In a continuous fluidized bed fermenter, with the cells immobilized on porous glass beads, the extent of plasmid retention by the free cells fell rapidly, while that of the immobilized cells remained constant. This was shown to be due to diffusion of oxygen through the tubing used to recirculate the medium and free cells. A change to oxygen-impermeable tubing led to a stable high rate of plasmid retention (more than 96% of both the free and immobilized cells) with ethanol yields of ca. 80% on a 50 g/l xylose feed. The maximum permissible level of oxygen availability consistent with high plasmid retention by the strain appears to be of the order of 0.1 mmol per hour per gram dry biomass, based on measurements of the rate of oxygen penetration into the fermenters. Revertant colonies lacking the ethanologenic plasmid were easily detectable by their morphology which correlated well with their lack of ampicillin resistance upon transfer plating.
Collapse
Affiliation(s)
- Gregory J O Martin
- Department of Chemical and Biomolecular Engineering, University of Melbourne, Melbourne, VIC, Australia 3010
| | | | | | | |
Collapse
|