1
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Rezaie M, Choi S. Moisture-Enabled Germination of Heat-Activated Bacillus Endospores for Rapid and Practical Bioelectricity Generation: Toward Portable, Storable Bacteria-Powered Biobatteries. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2023:e2301135. [PMID: 36932936 DOI: 10.1002/smll.202301135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 02/28/2023] [Indexed: 06/18/2023]
Abstract
Small-scale battery-like microbial fuel cells (MFCs) are a promising alternative power source for future low-power electronics. Controllable microbial electrocatalytic activity in a miniaturized MFC with unlimited biodegradable energy resources would enable simple power generation in various environmental settings. However, the short shelf-life of living biocatalysts, few ways to activate the stored biocatalysts, and extremely low electrocatalytic capabilities render the miniature MFCs unsuitable for practical use. Here, heat-activated Bacillus subtilis spores are revolutionarily used as a dormant biocatalyst that can survive storage and rapidly germinate when exposed to special nutrients that are preloaded in the device. A microporous, graphene hydrogel allows the adsorption of moisture from the air, moves the nutrients to the spores, and triggers their germination for power generation. In particular, forming a CuO-hydrogel anode and an Ag2 O-hydrogel cathode promotes superior electrocatalytic activities leading to an exceptionally high electrical performance in the MFC. The battery-type MFC device is readily activated by moisture harvesting, producing a maximum power density of 0.4 mW cm-2 and a maximum current density of 2.2 mA cm-2 . The MFC configuration is readily stackable in series and a three-MFC pack produces enough power for several low-power applications, demonstrating its practical feasibility as a sole power source.
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Affiliation(s)
- Maryam Rezaie
- Bioelectronics and Microsystems Laboratory, Department of Electrical and Computer Engineering, State University of New York at Binghamton, Binghamton, NY, 13902, USA
| | - Seokheun Choi
- Bioelectronics and Microsystems Laboratory, Department of Electrical and Computer Engineering, State University of New York at Binghamton, Binghamton, NY, 13902, USA
- Center for Research in Advanced Sensing Technologies and Environmental Sustainability, State University of New York at Binghamton, Binghamton, NY, 13902, USA
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2
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Huang C, Guo F, Wang H, Olivares J, Dalton Iii J, Belyanina O, Wattam AR, Cucinell CA, Dickerman AW, Qin QM, Han A, de Figueiredo P. An automated system for interrogating the evolution of microbial endosymbiosis. LAB ON A CHIP 2023; 23:671-683. [PMID: 36227118 DOI: 10.1039/d2lc00602b] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Inter-kingdom endosymbiotic interactions between bacteria and eukaryotic cells are critical to human health and disease. However, the molecular mechanisms that drive the emergence of endosymbiosis remain obscure. Here, we describe the development of a microfluidic system, named SEER (S̲ystem for the E̲volution of E̲ndosymbiotic R̲elationships), that automates the evolutionary selection of bacteria with enhanced intracellular survival and persistence within host cells, hallmarks of endosymbiosis. Using this system, we show that a laboratory strain of Escherichia coli that initially possessed limited abilities to survive within host cells, when subjected to SEER selection, rapidly evolved to display a 55-fold enhancement in intracellular survival. Notably, molecular dissection of the evolved strains revealed that a single-point mutation in a flexible loop of CpxR, a gene regulator that controls bacterial stress responses, substantially contributed to this intracellular survival. Taken together, these results establish SEER as the first microfluidic system for investigating the evolution of endosymbiosis, show the importance of CpxR in endosymbiosis, and set the stage for evolving bespoke inter-kingdom endosymbiotic systems with novel or emergent properties.
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Affiliation(s)
- Can Huang
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Fengguang Guo
- Department of Microbial Pathogenesis and Immunology, Texas A&M Health Science Center, Bryan, TX 77843, USA.
| | - Han Wang
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, 100084, Beijing, China
| | - Jasmine Olivares
- Department of Microbial Pathogenesis and Immunology, Texas A&M Health Science Center, Bryan, TX 77843, USA.
| | - James Dalton Iii
- Department of Microbial Pathogenesis and Immunology, Texas A&M Health Science Center, Bryan, TX 77843, USA.
| | - Olga Belyanina
- Department of Microbial Pathogenesis and Immunology, Texas A&M Health Science Center, Bryan, TX 77843, USA.
| | - Alice R Wattam
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, VA 22904, USA
| | - Clark A Cucinell
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, VA 22904, USA
| | - Allan W Dickerman
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, VA 22904, USA
| | - Qing-Ming Qin
- Department of Microbial Pathogenesis and Immunology, Texas A&M Health Science Center, Bryan, TX 77843, USA.
| | - Arum Han
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA
- Department of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX, 77843, USA
| | - Paul de Figueiredo
- Department of Microbial Pathogenesis and Immunology, Texas A&M Health Science Center, Bryan, TX 77843, USA.
- Department of Veterinary Pathobiology, Texas A&M University, College Station, TX 77843, USA
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3
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Choi S. Electrogenic Bacteria Promise New Opportunities for Powering, Sensing, and Synthesizing. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2022; 18:e2107902. [PMID: 35119203 DOI: 10.1002/smll.202107902] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 01/06/2022] [Indexed: 06/14/2023]
Abstract
Considerable research efforts into the promises of electrogenic bacteria and the commercial opportunities they present are attempting to identify potential feasible applications. Metabolic electrons from the bacteria enable electricity generation sufficient to power portable or small-scale applications, while the quantifiable electric signal in a miniaturized device platform can be sensitive enough to monitor and respond to changes in environmental conditions. Nanomaterials produced by the electrogenic bacteria can offer an innovative bottom-up biosynthetic approach to synergize bacterial electron transfer and create an effective coupling at the cell-electrode interface. Furthermore, electrogenic bacteria can revolutionize the field of bioelectronics by effectively interfacing electronics with microbes through extracellular electron transfer. Here, these new directions for the electrogenic bacteria and their recent integration with micro- and nanosystems are comprehensively discussed with specific attention toward distinct applications in the field of powering, sensing, and synthesizing. Furthermore, challenges of individual applications and strategies toward potential solutions are provided to offer valuable guidelines for practical implementation. Finally, the perspective and view on how the use of electrogenic bacteria can hold immeasurable promise for the development of future electronics and their applications are presented.
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Affiliation(s)
- Seokheun Choi
- Bioelectronics & Microsystems Laboratory, Department of Electrical & Computer Engineering, State University of New York at Binghamton, Binghamton, NY, 13902, USA
- Center for Research in Advanced Sensing Technologies & Environmental Sustainability, State University of New York at Binghamton, Binghamton, NY, 13902, USA
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4
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Alias AB, Mishra S, Pendharkar G, Chen CS, Liu CH, Liu YJ, Yao DJ. Microfluidic Microalgae System: A Review. MOLECULES (BASEL, SWITZERLAND) 2022; 27:molecules27061910. [PMID: 35335274 PMCID: PMC8954360 DOI: 10.3390/molecules27061910] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 03/07/2022] [Accepted: 03/09/2022] [Indexed: 01/14/2023]
Abstract
Microalgae that have recently captivated interest worldwide are a great source of renewable, sustainable and economical biofuels. The extensive potential application in the renewable energy, biopharmaceutical and nutraceutical industries have made them necessary resources for green energy. Microalgae can substitute liquid fossil fuels based on cost, renewability and environmental concern. Microfluidic-based systems outperform their competitors by executing many functions, such as sorting and analysing small volumes of samples (nanolitre to picolitre) with better sensitivities. In this review, we consider the developing uses of microfluidic technology on microalgal processes such as cell sorting, cultivation, harvesting and applications in biofuels and biosensing.
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Affiliation(s)
- Anand Baby Alias
- Institute of NanoEngineering and MicroSystems, National Tsing Hua University, Hsinchu 30013, Taiwan; (A.B.A.); (S.M.); (C.-H.L.)
| | - Shubhanvit Mishra
- Institute of NanoEngineering and MicroSystems, National Tsing Hua University, Hsinchu 30013, Taiwan; (A.B.A.); (S.M.); (C.-H.L.)
| | - Gaurav Pendharkar
- Department of Power Mechanical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan;
| | - Chi-Shuo Chen
- Department of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu 30013, Taiwan;
| | - Cheng-Hsien Liu
- Institute of NanoEngineering and MicroSystems, National Tsing Hua University, Hsinchu 30013, Taiwan; (A.B.A.); (S.M.); (C.-H.L.)
- Department of Power Mechanical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan;
| | - Yi-Ju Liu
- Food Industry Research and Development Institute, Hsinchu 300193, Taiwan;
| | - Da-Jeng Yao
- Institute of NanoEngineering and MicroSystems, National Tsing Hua University, Hsinchu 30013, Taiwan; (A.B.A.); (S.M.); (C.-H.L.)
- Department of Power Mechanical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan;
- Correspondence:
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5
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Separation, Characterization, and Handling of Microalgae by Dielectrophoresis. Microorganisms 2020; 8:microorganisms8040540. [PMID: 32283664 PMCID: PMC7232385 DOI: 10.3390/microorganisms8040540] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 04/01/2020] [Accepted: 04/05/2020] [Indexed: 12/19/2022] Open
Abstract
Microalgae biotechnology has a high potential for sustainable bioproduction of diverse high-value biomolecules. Some of the main bottlenecks in cell-based bioproduction, and more specifically in microalgae-based bioproduction, are due to insufficient methods for rapid and efficient cell characterization, which contributes to having only a few industrially established microalgal species in commercial use. Dielectrophoresis-based microfluidic devices have been long established as promising tools for label-free handling, characterization, and separation of broad ranges of cells. The technique is based on differences in dielectric properties and sizes, which results in different degrees of cell movement under an applied inhomogeneous electrical field. The method has also earned interest for separating microalgae based on their intrinsic properties, since their dielectric properties may significantly change during bioproduction, in particular for lipid-producing species. Here, we provide a comprehensive review of dielectrophoresis-based microfluidic devices that are used for handling, characterization, and separation of microalgae. Additionally, we provide a perspective on related areas of research in cell-based bioproduction that can benefit from dielectrophoresis-based microdevices. This work provides key information that will be useful for microalgae researchers to decide whether dielectrophoresis and which method is most suitable for their particular application.
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6
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A rapid quantification method for energy conversion efficiency of microbial fuel cells. J Taiwan Inst Chem Eng 2020. [DOI: 10.1016/j.jtice.2020.02.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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7
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Han SI, Kim HS, Han KH, Han A. Digital quantification and selection of high-lipid-producing microalgae through a lateral dielectrophoresis-based microfluidic platform. LAB ON A CHIP 2019; 19:4128-4138. [PMID: 31755503 DOI: 10.1039/c9lc00850k] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Microalgae are promising alternatives to petroleum as renewable biofuel sources, however not sufficiently economically competitive yet. Here, a label-free lateral dielectrophoresis-based microfluidic sorting platform that can digitally quantify and separate microalgae into six outlets based on the degree of their intracellular lipid content is presented. In this microfluidic system, the degree of cellular lateral displacement is inversely proportional to the intracellular lipid level, which was successfully demonstrated using Chlamydomonas reinhardtii cells. Using this functionality, a quick digital quantification of sub-populations that contain different intracellular lipid level in a given population was achieved. In addition, the degree of lateral displacement of microalgae could be readily controlled by simply changing the applied DEP voltage, where the level of gating in the intracellular lipid-based sorting decision could be easily adjusted. This allowed for selecting only a very small percentage of a given population that showed the highest degree of intracellular lipid content. In addition, this approach was utilized through an iterative selection process on natural and chemically mutated microalgal populations, successfully resulting in enrichment of high-lipid-accumulating microalgae. In summary, the developed platform can be exploited to quickly quantify microalgae lipid distribution in a given population in real-time and label-free, as well as to enrich a cell population with high-lipid-producing cells, or to select high-lipid-accumulating microalgal variants from a microalgal library.
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Affiliation(s)
- Song-I Han
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA.
| | - Hyun Soo Kim
- Korea Institute of Machinery and Materials, Daegu Research Center for Medical Devices and Rehabilitation, Daegu, 42994, Republic of Korea
| | - Ki-Ho Han
- Department of Nanoscience and Engineering, Center for Nano Manufacturing, Inje University, Gimhae, 50834, Republic of Korea
| | - Arum Han
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA. and Department of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA
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8
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Wang JZ, Zhu LL, Zhang F, Herman RA, Li WJ, Zhou XJ, Wu FA, Wang J. Microfluidic tools for lipid production and modification: a review. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2019; 26:35482-35496. [PMID: 31327140 DOI: 10.1007/s11356-019-05833-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Accepted: 06/24/2019] [Indexed: 06/10/2023]
Abstract
Microfluidics has great potential as an efficient tool for a large range of applications in industry. The ability of such devices to deal with an extremely small amount of fluid has additional benefits, including superlatively fast and efficient mass and heat transfer. These characteristics of microfluidics have attracted an enormous amount of interest in their use as a novel tool for lipid production and modification. In addition, lipid resources have a close relationship with energy resources, and lipids are an alternative renewable energy source. Here, recent advances in the application of microfluidics for lipid production and modification, especially in the discovery, culturing, harvesting, separating, and monitoring of lipid-producing microorganisms, will be reviewed. Other applications of microfluidics, such as the modification of lipids from microorganisms, will also be discussed. The novel microfluidic tools in this review will be useful in applications to improve lipid production and modification in the future.
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Affiliation(s)
- Jin-Zheng Wang
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China
| | - Lin-Lin Zhu
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China
| | - Fan Zhang
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China
| | - Richard Ansah Herman
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China
| | - Wen-Jing Li
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China
| | - Xue-Jiao Zhou
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China
| | - Fu-An Wu
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China
- Sericultural Research Institute, Chinese Academy of Agricultural Sciences, Zhenjiang, 212018, People's Republic of China
- Key Laboratory of Silkworm and Mulberry Genetic Improvement, Ministry of Agriculture and Rural Affairs, Zhenjiang, 212018, People's Republic of China
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, Zhenjiang, 212018, People's Republic of China
| | - Jun Wang
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China.
- Sericultural Research Institute, Chinese Academy of Agricultural Sciences, Zhenjiang, 212018, People's Republic of China.
- Key Laboratory of Silkworm and Mulberry Genetic Improvement, Ministry of Agriculture and Rural Affairs, Zhenjiang, 212018, People's Republic of China.
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, Zhenjiang, 212018, People's Republic of China.
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9
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Yuan D, Zhao Q, Yan S, Tang SY, Zhang Y, Yun G, Nguyen NT, Zhang J, Li M, Li W. Sheathless separation of microalgae from bacteria using a simple straight channel based on viscoelastic microfluidics. LAB ON A CHIP 2019; 19:2811-2821. [PMID: 31312819 DOI: 10.1039/c9lc00482c] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Microalgae cells have been recognized as a promising sustainable resource to meet worldwide growing demands for renewable energy, food, livestock feed, water, cosmetics, pharmaceuticals, and materials. In order to ensure high-efficiency and high-quality production of biomass, biofuel, or bio-based products, purification procedures prior to the storage and cultivation of the microalgae from contaminated bacteria are of great importance. The present work proposed and developed a simple, sheathless, and efficient method to separate microalgae Chlorella from bacteria Bacillus Subtilis in a straight channel using the viscoelasticity of the medium. Microalgae and bacteria migrate to different lateral positions closer to the channel centre and channel walls respectively. Fluorescent microparticles with 1 μm and 5 μm diameters were first used to mimic the behaviours of bacteria and microalgae to optimize the separating conditions. Subsequently, size-based separation in Newtonian fluid and in viscoelastic fluid in straight channels with different aspect ratios was compared and demonstrated. Under the optimal condition, the removal ratio for 1 μm microparticles and separation efficiency for 5 μm particles can reach up to 98.28% and 93.85% respectively. For bacteria and microalgae cells separation, the removal ratio for bacteria and separation efficiency for microalgae cells is 92.69% and 100% respectively. This work demonstrated the continuous and sheathless separation of microalgae from bacteria for the first time by viscoelastic microfluidics. This technique can also be applied as an efficient and user-friendly method to separate mammalian cells or other kinds of cells.
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Affiliation(s)
- Dan Yuan
- School of Mechanical, Materials, Mechatronic and Biomedical Engineering, University of Wollongong, Wollongong, NSW 2522, Australia. and Department of Chemistry, University of Tokyo, Tokyo, Japan
| | - Qianbin Zhao
- School of Mechanical, Materials, Mechatronic and Biomedical Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.
| | - Sheng Yan
- Department of Chemistry, University of Tokyo, Tokyo, Japan
| | - Shi-Yang Tang
- School of Mechanical, Materials, Mechatronic and Biomedical Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.
| | - Yuxin Zhang
- School of Mechanical, Materials, Mechatronic and Biomedical Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.
| | - Guolin Yun
- School of Mechanical, Materials, Mechatronic and Biomedical Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.
| | - Nam-Trung Nguyen
- Queensland Micro and Nanotechnology Centre, Griffith University, Brisbane, QLD 4111, Australia.
| | - Jun Zhang
- Queensland Micro and Nanotechnology Centre, Griffith University, Brisbane, QLD 4111, Australia.
| | - Ming Li
- School of Engineering, Macquarie University, Sydney, NSW 2122, Australia.
| | - Weihua Li
- School of Mechanical, Materials, Mechatronic and Biomedical Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.
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10
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Castaldello C, Sforza E, Cimetta E, Morosinotto T, Bezzo F. Microfluidic Platform for Microalgae Cultivation under Non-limiting CO 2 Conditions. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.9b02888] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
| | | | | | - Tomas Morosinotto
- Department of Biology, University of Padova, via Bassi 58/B, 35131 Padova, Italy
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11
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Pilizota T, Yang YT. "Do It Yourself" Microbial Cultivation Techniques for Synthetic and Systems Biology: Cheap, Fun, and Flexible. Front Microbiol 2018; 9:1666. [PMID: 30105008 PMCID: PMC6077191 DOI: 10.3389/fmicb.2018.01666] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Accepted: 07/04/2018] [Indexed: 12/14/2022] Open
Abstract
With the emergence of inexpensive 3D printing technology, open-source platforms for electronic prototyping and single-board computers, "Do it Yourself" (DIY) approaches to the cultivation of microbial cultures are becoming more feasible, user-friendly, and thus wider spread. In this perspective, we survey some of these approaches, as well as add-on solutions to commercial instruments for synthetic and system biology applications. We discuss different cultivation designs, including capabilities and limitations. Our intention is to encourage the reader to consider the DIY solutions. Overall, custom cultivation devices offer controlled growth environments with in-line monitoring of, for example, optical density, fluorescence, pH, and dissolved oxygen, all at affordable prices. Moreover, they offer a great degree of flexibility for different applications and requirements and are fun to design and construct. We include several illustrative examples, such as gaining optogenetic control and adaptive laboratory evolution experiments.
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Affiliation(s)
- Teuta Pilizota
- Centre for Synthetic and Systems Biology, School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Ya-Tang Yang
- Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan
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12
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Syed MS, Rafeie M, Vandamme D, Asadnia M, Henderson R, Taylor RA, Warkiani ME. Selective separation of microalgae cells using inertial microfluidics. BIORESOURCE TECHNOLOGY 2018; 252:91-99. [PMID: 29306136 DOI: 10.1016/j.biortech.2017.12.065] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Revised: 12/19/2017] [Accepted: 12/20/2017] [Indexed: 05/08/2023]
Abstract
Microalgae represent the most promising new source of biomass for the world's growing demands. However, the biomass productivity and quality is significantly decreased by the presence of bacteria or other invading microalgae species in the cultures. We therefore report a low-cost spiral-microchannel that can effectively separate and purify Tetraselmis suecica (lipid-rich microalgae) cultures from Phaeodactylum tricornutum (invasive diatom). Fluorescent polystyrene-microbeads of 6 μm and 10 μm diameters were first used as surrogate particles to optimize the microchannel design by mimicking the microalgae cell behaviour. Using the optimum flowrate, up to 95% of the P. tricornutum cells were separated from the culture without affecting the cell viability. This study shows, for the first time, the potential of inertial microfluidics to sort microalgae species with minimal size difference. Additionally, this approach can also be applied as a pre-sorting technique for water quality analysis.
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Affiliation(s)
- Maira S Syed
- School of Mechanical and Manufacturing Engineering, University of New South Wales, Australia; Biomass Lab, School of Chemical Engineering, University of New South Wales, Australia.
| | - Mehdi Rafeie
- School of Mechanical and Manufacturing Engineering, University of New South Wales, Australia
| | - Dries Vandamme
- Biomass Lab, School of Chemical Engineering, University of New South Wales, Australia; Laboratory for Aquatic Biology, KU Leuven, Campus Kulak, Belgium
| | - Mohsen Asadnia
- Department of Engineering, Macquarie University, Sydney, New South Wales, Australia
| | - Rita Henderson
- Biomass Lab, School of Chemical Engineering, University of New South Wales, Australia
| | - Robert A Taylor
- School of Mechanical and Manufacturing Engineering, University of New South Wales, Australia; School of Photovoltaic and Renewable Energy Engineering, University of New South Wales, Australia
| | - Majid E Warkiani
- School of Biomedical Engineering, University of Technology Sydney, Australia; Center for Health Technologies, University of Technology Sydney, Australia.
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13
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14
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Kokkoli A, Zhang Y, Angelidaki I. Microbial electrochemical separation of CO 2 for biogas upgrading. BIORESOURCE TECHNOLOGY 2018; 247:380-386. [PMID: 28957770 DOI: 10.1016/j.biortech.2017.09.097] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Revised: 09/12/2017] [Accepted: 09/15/2017] [Indexed: 06/07/2023]
Abstract
Biogas upgrading to natural gas quality has been under focus the recent years for increasing the utilization potential of biogas. Conventional methods for CO2 removal are expensive and have environmental challenges, such as increased emissions of methane in the atmosphere with serious greenhouse impact. In this study, an innovative microbial electrochemical separation cell (MESC) was developed to in-situ separate and regenerate CO2 via alkali and acid regeneration. The MESC was tested under different applied voltages, inlet biogas rates and electrolyte concentrations. Pure biomethane was obtained at 1.2V, inlet biogas rate of 0.088mL/h/mL reactor and NaCl concentration of 100mM at a 5-day operation. Meanwhile, the organic matter of the domestic wastewater in the anode was almost completely removed at the end. The study demonstrated a new sustainable way to simultaneously upgrade biogas and treat wastewater which can be used as proof of concept for further investigation.
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Affiliation(s)
- Argyro Kokkoli
- Department of Environmental Engineering, Technical University of Denmark, DK-2800 Lyngby, Denmark
| | - Yifeng Zhang
- Department of Environmental Engineering, Technical University of Denmark, DK-2800 Lyngby, Denmark.
| | - Irini Angelidaki
- Department of Environmental Engineering, Technical University of Denmark, DK-2800 Lyngby, Denmark
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15
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Xu Z, Wang Y, Chen Y, Spalding MH, Dong L. Microfluidic chip for automated screening of carbon dioxide conditions for microalgal cell growth. BIOMICROFLUIDICS 2017; 11:064104. [PMID: 29204245 PMCID: PMC5699919 DOI: 10.1063/1.5012508] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2017] [Accepted: 11/06/2017] [Indexed: 05/27/2023]
Abstract
This paper reports on a microfluidic device capable of screening carbon dioxide (CO2) conditions for microalgal cell growth. The device mainly consists of a microfluidic cell culture (MCC) unit, a gas concentration gradient generator (CGG), and an in-line cell growth optical measurement unit. The MCC unit is structured with multiple aqueous-filled cell culture channels at the top layer, multiple CO2 flow channels at the bottom layer, and a commercial hydrophobic gas semipermeable membrane sandwiched between the two channel layers. The CGG unit provides different CO2 concentrations to support photosynthesis of microalgae in the culture channels. The integration of the commercial gas semipermeable membrane into the cell culture device allows rapid mass transport and uniform distribution of CO2 inside the culture medium without using conventional agitation-assisted convection methods, because the diffusion of CO2 from the gas flow channels to the culture channels is fast over a small length scale. In addition, automated in-line monitoring of microalgal cell growth is realized via the optical measurement unit that is able to detect changes in the light intensity transmitted through the cell culture in the culture channels. The microfluidic device also allows a simple grayscale analysis method to quantify the cell growth. The utility of the system is validated by growing Chlamydomonas reinhardtii cells under different low or very-low CO2 levels below the nominal ambient CO2 concentration.
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Affiliation(s)
- Zhen Xu
- Department of Electrical and Computer Engineering, Iowa State University, Ames, Iowa 50011, USA
| | - Yingjun Wang
- Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, Iowa 50011, USA
| | - Yuncong Chen
- Department of Electrical and Computer Engineering, Iowa State University, Ames, Iowa 50011, USA
| | - Martin H Spalding
- Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, Iowa 50011, USA
| | - Liang Dong
- Department of Electrical and Computer Engineering, Iowa State University, Ames, Iowa 50011, USA
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16
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Han SI, Soo Kim H, Han A. In-droplet cell concentration using dielectrophoresis. Biosens Bioelectron 2017; 97:41-45. [DOI: 10.1016/j.bios.2017.05.036] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2017] [Revised: 04/28/2017] [Accepted: 05/18/2017] [Indexed: 10/19/2022]
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17
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Kim HS, Hsu S, Han S, Thapa HR, Guzman AR, Browne DR, Tatli M, Devarenne TP, Stern DB, Han A. High-throughput droplet microfluidics screening platform for selecting fast-growing and high lipid-producing microalgae from a mutant library. PLANT DIRECT 2017; 1:e00011. [PMID: 31245660 PMCID: PMC6508572 DOI: 10.1002/pld3.11] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Revised: 06/13/2017] [Accepted: 06/29/2017] [Indexed: 05/21/2023]
Abstract
Biofuels derived from microalgal lipids have demonstrated a promising potential as future renewable bioenergy. However, the production costs for microalgae-based biofuels are not economically competitive, and one strategy to overcome this limitation is to develop better-performing microalgal strains that have faster growth and higher lipid content through genetic screening and metabolic engineering. In this work, we present a high-throughput droplet microfluidics-based screening platform capable of analyzing growth and lipid content in populations derived from single cells of a randomly mutated microalgal library to identify and sort variants that exhibit the desired traits such as higher growth rate and increased lipid content. By encapsulating single cells into water-in-oil emulsion droplets, each variant was separately cultured inside an individual droplet that functioned as an independent bioreactor. In conjunction with an on-chip fluorescent lipid staining process within droplets, microalgal growth and lipid content were characterized by measuring chlorophyll and BODIPY fluorescence intensities through an integrated optical detection system in a flow-through manner. Droplets containing cells with higher growth and lipid content were selectively retrieved and further analyzed off-chip. The growth and lipid content screening capabilities of the developed platform were successfully demonstrated by first carrying out proof-of-concept screening using known Chlamydomonas reinhardtii mutants. The platform was then utilized to screen an ethyl methanesulfonate (EMS)-mutated C. reinhardtii population, where eight potential mutants showing faster growth and higher lipid content were selected from 200,000 examined samples, demonstrating the capability of the platform as a high-throughput screening tool for microalgal biofuel development.
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Affiliation(s)
- Hyun Soo Kim
- Department of Electrical and Computer EngineeringTexas A&M UniversityCollege StationTXUSA
- Korea Institute of Machinery and MaterialsDaegu Research Center for Medical Devices and RehabilitationDaeguSouth Korea
| | | | - Song‐I Han
- Department of Electrical and Computer EngineeringTexas A&M UniversityCollege StationTXUSA
| | - Hem R. Thapa
- Department of Biochemistry and BiophysicsTexas A&M UniversityCollege StationTXUSA
| | - Adrian R. Guzman
- Department of Electrical and Computer EngineeringTexas A&M UniversityCollege StationTXUSA
| | - Daniel R. Browne
- Department of Biochemistry and BiophysicsTexas A&M UniversityCollege StationTXUSA
| | - Mehmet Tatli
- Department of Biochemistry and BiophysicsTexas A&M UniversityCollege StationTXUSA
| | - Timothy P. Devarenne
- Department of Biochemistry and BiophysicsTexas A&M UniversityCollege StationTXUSA
| | | | - Arum Han
- Department of Electrical and Computer EngineeringTexas A&M UniversityCollege StationTXUSA
- Department of Biomedical EngineeringTexas A&M UniversityCollege StationTXUSA
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18
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Kim HS, Waqued SC, Nodurft DT, Devarenne TP, Yakovlev VV, Han A. Raman spectroscopy compatible PDMS droplet microfluidic culture and analysis platform towards on-chip lipidomics. Analyst 2017; 142:1054-1060. [PMID: 28294227 DOI: 10.1039/c6an02221a] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Lipids produced by microalgae are viewed as a potential renewable alternative to fossil fuels, however, significant improvements in productivity are required for microalgal biofuels to become economically feasible. Here we present a method that allows for the use of Raman spectroscopy with poly(dimethylsiloxane) (PDMS) droplet microfluidic devices, which not only overcomes the high Raman background of PDMS, but also achieves pairing of the high-throughput single-cell resolution advantages of droplet microfluidics with the direct, chemically specific, label-free, and non-destructive nature of Raman spectroscopy. The platform was successfully utilized for in situ characterization of microalgal lipid production over time within droplets, paving the way towards high-throughput microalgal lipidomics assays.
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Affiliation(s)
- Hyun Soo Kim
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, Texas, USA.
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19
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Kwak HS, Kim JYH, Na SC, Jeon NL, Sim SJ. Multiplex microfluidic system integrating sequential operations of microalgal lipid production. Analyst 2017; 141:1218-25. [PMID: 26783562 DOI: 10.1039/c5an02409a] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
The unit cost for the production of algal biofuel needs to be reduced in order to be a substitute for fossil fuel. To achieve this goal, the development of a novel system is needed for a rapid screening of numerous microalgal species to isolate superior strains with the highest lipid productivity. Here, we developed a PDMS-based multiplex microfluidic system with eight chambers and micropillar arrays to expedite multiple steps for lipid sample preparation from different microalgal strains. We could rapidly and efficiently perform sequential operations from cell culture to lipid extraction of eight different microalgal strains simultaneously on a single device without harvesting and purification steps, which are labor- and energy-intensive, by the simple injection of medium and solvent into the central inlet due to the integrated micropillar arrays connecting the chambers and central inlet. The lipid extraction efficiency using this system was comparable (94.5-102.6%) to the conventional Bligh-Dyer method. We investigated the cell growth and lipid productivity of different strains using the microfluidic device. We observed that each strain has a different lipid accumulation pattern according to stress conditions. These results demonstrate that our multiplex microfluidic approach can provide an efficient analytical tool for the rapid analysis of strain performances (e.g. cell growth and lipid productivities) and the determination of the optimal lipid induction condition for each strain.
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Affiliation(s)
- Ho Seok Kwak
- Department of Chemical and Biological Engineering, Korea University, Seoul 136-713, South Korea.
| | - Jaoon Young Hwan Kim
- Department of Chemical and Biological Engineering, Korea University, Seoul 136-713, South Korea.
| | - Sang Cheol Na
- School of Mechanical and Aerospace Engineering, Seoul National University, Seoul, Korea
| | - Noo Li Jeon
- School of Mechanical and Aerospace Engineering, Seoul National University, Seoul, Korea
| | - Sang Jun Sim
- Department of Chemical and Biological Engineering, Korea University, Seoul 136-713, South Korea. and Green School, Korea University, Seoul 136-713, South Korea
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20
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Fraiwan A, Kwan L, Choi S. A disposable power source in resource-limited environments: A paper-based biobattery generating electricity from wastewater. Biosens Bioelectron 2016; 85:190-197. [DOI: 10.1016/j.bios.2016.05.022] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Revised: 05/02/2016] [Accepted: 05/03/2016] [Indexed: 01/28/2023]
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21
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Yang YT, Wang CY. Review of Microfluidic Photobioreactor Technology for Metabolic Engineering and Synthetic Biology of Cyanobacteria and Microalgae. MICROMACHINES 2016; 7:mi7100185. [PMID: 30404358 PMCID: PMC6190437 DOI: 10.3390/mi7100185] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Revised: 08/16/2016] [Accepted: 08/16/2016] [Indexed: 12/20/2022]
Abstract
One goal of metabolic engineering and synthetic biology for cyanobacteria and microalgae is to engineer strains that can optimally produce biofuels and commodity chemicals. However, the current workflow is slow and labor intensive with respect to assembly of genetic parts and characterization of production yields because of the slow growth rates of these organisms. Here, we review recent progress in the microfluidic photobioreactors and identify opportunities and unmet needs in metabolic engineering and synthetic biology. Because of the unprecedented experimental resolution down to the single cell level, long-term real-time monitoring capability, and high throughput with low cost, microfluidic photobioreactor technology will be an indispensible tool to speed up the development process, advance fundamental knowledge, and realize the full potential of metabolic engineering and synthetic biology for cyanobacteria and microalgae.
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Affiliation(s)
- Ya-Tang Yang
- Department of Electrical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan.
| | - Chun Ying Wang
- Department of Electrical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan.
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22
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Juang YJ, Chang JS. Applications of microfluidics in microalgae biotechnology: A review. Biotechnol J 2016; 11:327-35. [DOI: 10.1002/biot.201500278] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Revised: 10/29/2015] [Accepted: 12/25/2015] [Indexed: 11/08/2022]
Affiliation(s)
- Yi-Je Juang
- Department of Chemical Engineering; National Cheng Kung University; Tainan Taiwan
| | - Jo-Shu Chang
- Department of Chemical Engineering; National Cheng Kung University; Tainan Taiwan
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23
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Xie Y, Chindam C, Nama N, Yang S, Lu M, Zhao Y, Mai JD, Costanzo F, Huang TJ. Exploring bubble oscillation and mass transfer enhancement in acoustic-assisted liquid-liquid extraction with a microfluidic device. Sci Rep 2015. [PMID: 26223474 PMCID: PMC4519785 DOI: 10.1038/srep12572] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
We investigated bubble oscillation and its induced enhancement of mass transfer in a liquid-liquid extraction process with an acoustically-driven, bubble-based microfluidic device. The oscillation of individually trapped bubbles, of known sizes, in microchannels was studied at both a fixed frequency, and over a range of frequencies. Resonant frequencies were analytically identified and were found to be in agreement with the experimental observations. The acoustic streaming induced by the bubble oscillation was identified as the cause of this enhanced extraction. Experiments extracting Rhodanmine B from an aqueous phase (DI water) to an organic phase (1-octanol) were performed to determine the relationship between extraction efficiency and applied acoustic power. The enhanced efficiency in mass transport via these acoustic-energy-assisted processes was confirmed by comparisons against a pure diffusion-based process.
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Affiliation(s)
- Yuliang Xie
- 1] Department of Chemical Engineering, The Pennsylvania State University, University Park, Pennsylvania 16802, USA [2] Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA
| | - Chandraprakash Chindam
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA
| | - Nitesh Nama
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA
| | - Shikuan Yang
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA
| | - Mengqian Lu
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA
| | - Yanhui Zhao
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA
| | - John D Mai
- Department of Mechanical and Biomedical Engineering, City University of Hong Kong, Tat Chee Avenue, Kowloon, Hong Kong SAR
| | - Francesco Costanzo
- 1] Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA [2] Center for Neural Engineering, The Pennsylvania State University, University Park, PA 16802, USA
| | - Tony Jun Huang
- 1] Department of Chemical Engineering, The Pennsylvania State University, University Park, Pennsylvania 16802, USA [2] Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA [3] Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA 16802, USA
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24
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Kim HS, Devarenne TP, Han A. A high-throughput microfluidic single-cell screening platform capable of selective cell extraction. LAB ON A CHIP 2015; 15:2467-75. [PMID: 25939721 DOI: 10.1039/c4lc01316f] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Microfluidic devices and lab-on-a-chip technologies have been extensively used in high-throughput single-cell analysis applications using their capability to precisely manipulate cells as well as their microenvironment. Although significant technological advances have been made in single-cell capture, culture, and analysis techniques, most microfluidic systems cannot selectively retrieve samples off-chip for additional examinations. Being able to retrieve target cells of interest from large arrays of single-cell culture compartments is especially critical in achieving high-throughput single-cell screening applications, such as a mutant library screening. We present a high-throughput microfluidic single-cell screening platform capable of investigating cell properties, such as growth and biomolecule production, followed by selective extraction of particular cells showing desired traits to off-chip reservoirs for sampling or further analysis. The developed platform consists of 1024 single-cell trapping/culturing sites, where opening and closing of each trap can be individually controlled with a microfluidic OR logic gate. By opening only a specific site out of the 1024 trapping sites and applying backflow, particular cells of interest could be selectively released and collected off-chip. Using a unicellular microalga Chlamydomonas reinhardtii, single-cell capture and selective cell extraction capabilities of the developed platform were successfully demonstrated. The growth profile and intracellular lipid accumulation of the cells were also analyzed inside the platform, where 6-8 hours of doubling time and on-chip stained lipid bodies were successfully identified, demonstrating the compatibility of the system for cell culture and fluorescent tagging assays.
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Affiliation(s)
- Hyun Soo Kim
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, Texas 77843, USA.
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25
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Microscale microbial fuel cells: Advances and challenges. Biosens Bioelectron 2015; 69:8-25. [PMID: 25703724 DOI: 10.1016/j.bios.2015.02.021] [Citation(s) in RCA: 90] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2014] [Revised: 02/10/2015] [Accepted: 02/12/2015] [Indexed: 12/12/2022]
Abstract
The next generation of sustainable energy could come from microorganisms; evidence that it can be seen with the given rise of Electromicrobiology, the study of microorganisms' electrical properties. Many recent advances in electromicrobiology stem from studying microbial fuel cells (MFCs), which are gaining acceptance as a future alternative "green" energy technology and energy-efficient wastewater treatment method. MFCs are powered by living microorganisms with clean and sustainable features; they efficiently catalyse the degradation of a broad range of organic substrates under natural conditions. There is also increasing interest in photosynthetic MFCs designed to harness Earth's most abundant and promising energy source (solar irradiation). Despite their vast potential and promise, however, MFCs and photosynthetic MFCs have not yet successfully translated into commercial applications because they demonstrate persistent performance limitations and bottlenecks associated with scaling up. Instead, microscale MFCs have received increasing attention as a unique platform for various applications such as powering small portable electronic elements in remote locations, performing fundamental studies of microorganisms, screening bacterial strains, and toxicity detection in water. Furthermore, the stacking of miniaturized MFCs has been demonstrated to offer larger power densities than a single macroscale MFC in terms of scaling up. In this overview, we discuss recent achievements in microscale MFCs as well as their potential applications. Further scientific and technological challenges are also reviewed.
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26
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Lasave LC, Borisov SM, Ehgartner J, Mayr T. Quick and simple integration of optical oxygen sensors into glass-based microfluidic devices. RSC Adv 2015. [DOI: 10.1039/c5ra15591f] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
A novel simple and inexpensive technique for integration of optical oxygen sensors into microfluidic channels made of glass. The channels are coated with conjugated polymeric nanoparticles containing a covalently grafted oxygen indicator.
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Affiliation(s)
- Liliana C. Lasave
- Institute of Analytical Chemistry and Food Chemistry
- Graz University of Technology
- 8010 Graz
- Austria
| | - Sergey M. Borisov
- Institute of Analytical Chemistry and Food Chemistry
- Graz University of Technology
- 8010 Graz
- Austria
| | - Josef Ehgartner
- Institute of Analytical Chemistry and Food Chemistry
- Graz University of Technology
- 8010 Graz
- Austria
| | - Torsten Mayr
- Institute of Analytical Chemistry and Food Chemistry
- Graz University of Technology
- 8010 Graz
- Austria
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27
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Havlik I, Scheper T, Reardon KF. Monitoring of Microalgal Processes. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2015; 153:89-142. [PMID: 26289537 DOI: 10.1007/10_2015_328] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Process monitoring, which can be defined as the measurement of process variables with the smallest possible delay, is combined with process models to form the basis for successful process control. Minimizing the measurement delay leads inevitably to employing online, in situ sensors where possible, preferably using noninvasive measurement methods with stable, low-cost sensors. Microalgal processes have similarities to traditional bioprocesses but also have unique monitoring requirements. In general, variables to be monitored in microalgal processes can be categorized as physical, chemical, and biological, and they are measured in gaseous, liquid, and solid (biological) phases. Physical and chemical process variables can be usually monitored online using standard industrial sensors. The monitoring of biological process variables, however, relies mostly on sensors developed and validated using laboratory-scale systems or uses offline methods because of difficulties in developing suitable online sensors. Here, we review current technologies for online, in situ monitoring of all types of process parameters of microalgal cultivations, with a focus on monitoring of biological parameters. We discuss newly introduced methods for measuring biological parameters that could be possibly adapted for routine online use, should be preferably noninvasive, and are based on approaches that have been proven in other bioprocesses. New sensor types for measuring physicochemical parameters using optical methods or ion-specific field effect transistor (ISFET) sensors are also discussed. Reviewed methods with online implementation or online potential include measurement of irradiance, biomass concentration by optical density and image analysis, cell count, chlorophyll fluorescence, growth rate, lipid concentration by infrared spectrophotometry, dielectric scattering, and nuclear magnetic resonance. Future perspectives are discussed, especially in the field of image analysis using in situ microscopy, infrared spectrophotometry, and software sensor systems.
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Affiliation(s)
- Ivo Havlik
- Institute of Technical Chemistry, Leibniz University Hannover, Callinstrasse 5, 30167, Hannover, Germany.
| | - Thomas Scheper
- Institute of Technical Chemistry, Leibniz University Hannover, Callinstrasse 5, 30167, Hannover, Germany
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28
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Lim HS, Kim JYH, Kwak HS, Sim SJ. Integrated Microfluidic Platform for Multiple Processes from Microalgal Culture to Lipid Extraction. Anal Chem 2014; 86:8585-92. [DOI: 10.1021/ac502324c] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Affiliation(s)
- Hyun Seok Lim
- Department
of Chemical and
Biological Engineering, Korea University, Seoul, 136-713, Republic of Korea
| | - Jaoon Y. H. Kim
- Department
of Chemical and
Biological Engineering, Korea University, Seoul, 136-713, Republic of Korea
| | - Ho Seok Kwak
- Department
of Chemical and
Biological Engineering, Korea University, Seoul, 136-713, Republic of Korea
| | - Sang Jun Sim
- Department
of Chemical and
Biological Engineering, Korea University, Seoul, 136-713, Republic of Korea
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29
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Hornig J, McGregor A. Design and development of antivirals and intervention strategies against human herpesviruses using high-throughput approach. Expert Opin Drug Discov 2014; 9:891-915. [DOI: 10.1517/17460441.2014.922538] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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30
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Kim HS, Weiss TL, Thapa HR, Devarenne TP, Han A. A microfluidic photobioreactor array demonstrating high-throughput screening for microalgal oil production. LAB ON A CHIP 2014; 14:1415-25. [PMID: 24496295 DOI: 10.1039/c3lc51396c] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Microalgae are envisioned as a future source of renewable oil. The feasibility of producing high-value biomolecules from microalgae is strongly dependent on developing strains with increased productivity and environmental tolerance, understanding algal gene regulation, and optimizing growth conditions for higher production of target molecules. We present a high-throughput microfluidic microalgal photobioreactor array capable of applying 64 different light conditions to arrays of microscale algal photobioreactors and apply this device to investigate how light conditions influence algal growth and oil production. Using the green colony-forming microalga Botryococcus braunii, the light intensity and light-dark cycle conditions were identified that induced 1.8-fold higher oil accumulation over the typically used culture conditions. Additionally, the studies revealed that the condition under which maximum oil production occurs is significantly different from that of maximum growth. This screening test was accomplished using the developed photobioreactor array at 250 times higher throughput compared to conventional flask-scale photobioreactors.
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Affiliation(s)
- Hyun Soo Kim
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, Texas 77843, USA.
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31
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Long Q, Liu X, Yang Y, Li L, Harvey L, McNeil B, Bai Z. The development and application of high throughput cultivation technology in bioprocess development. J Biotechnol 2014; 192 Pt B:323-38. [PMID: 24698846 DOI: 10.1016/j.jbiotec.2014.03.028] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2013] [Revised: 03/18/2014] [Accepted: 03/24/2014] [Indexed: 01/06/2023]
Abstract
This review focuses on recent progress in the technology of high throughput (HTP) cultivation and its increasing application in quality by design (QbD) -driven bioprocess development. Several practical HTP strategies aimed at shortening process development (PD) timelines from DNA to large scale processes involving commercially available HTP technology platforms, including microtiter plate (MTP) culture, micro-scale bioreactors, and in parallel fermentation systems, etc., are critically reviewed in detail. This discussion focuses upon the relative strengths and weaknesses or limitations of each of these platforms in this context. Emerging prototypes of micro-bioreactors reported recently, such as milliliter (mL) scale stirred tank bioreactors, and microfludics integrated micro-scale bioreactors, and their potential for practical application in QbD-driven HTP process development are also critically appraised. The overall aim of such technology is to rapidly gain process insights, and since the analytical technology deployed in HTP systems is critically important to the achievement of this aim, this rapidly developing area is discussed. Finally, general future trends are critically reviewed.
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Affiliation(s)
- Quan Long
- Jiangnan University, Jiangsu, Wuxi, 214122, PR China
| | - Xiuxia Liu
- Jiangnan University, Jiangsu, Wuxi, 214122, PR China
| | - Yankun Yang
- Jiangnan University, Jiangsu, Wuxi, 214122, PR China
| | - Lu Li
- Jiangnan University, Jiangsu, Wuxi, 214122, PR China
| | | | | | - Zhonghu Bai
- Jiangnan University, Jiangsu, Wuxi, 214122, PR China.
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32
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Ishihara S, Labuta J, Van Rossom W, Ishikawa D, Minami K, Hill JP, Ariga K. Porphyrin-based sensor nanoarchitectonics in diverse physical detection modes. Phys Chem Chem Phys 2014; 16:9713-46. [PMID: 24562603 DOI: 10.1039/c3cp55431g] [Citation(s) in RCA: 193] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Porphyrins and related families of molecules are important organic modules as has been reflected in the award of the Nobel Prizes in Chemistry in 1915, 1930, 1961, 1962, 1965, and 1988 for work on porphyrin-related biological functionalities. The porphyrin core can be synthetically modified by introduction of various functional groups and other elements, allowing creation of numerous types of porphyrin derivatives. This feature makes porphyrins extremely useful molecules especially in combination with their other interesting photonic, electronic and magnetic properties, which in turn is reflected in their diverse signal input-output functionalities based on interactions with other molecules and external stimuli. Therefore, porphyrins and related macrocycles play a preeminent role in sensing applications involving chromophores. In this review, we discuss recent developments in porphyrin-based sensing applications in conjunction with the new advanced concept of nanoarchitectonics, which creates functional nanostructures based on a profound understanding of mutual interactions between the individual nanostructures and their arbitrary arrangements. Following a brief explanation of the basics of porphyrin chemistry and physics, recent examples in the corresponding fields are discussed according to a classification based on physical modes of detection including optical detection (absorption/photoluminescence spectroscopy and energy and electron transfer processes), other spectral modes (circular dichroism, plasmon and nuclear magnetic resonance), electronic and electrochemical modes, and other sensing modes.
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Affiliation(s)
- Shinsuke Ishihara
- World Premier International (WPI) Research Center for Materials Nanoarchitectonics (MANA), National Institute for Materials Science (NIMS), 1-1 Namiki, Tsukuba 305-0044, Japan.
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33
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Lee TH, Chang JS, Wang HY. Current developments in high-throughput analysis for microalgae cellular contents. Biotechnol J 2013; 8:1301-14. [PMID: 24123972 DOI: 10.1002/biot.201200391] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2013] [Revised: 07/24/2013] [Accepted: 08/26/2013] [Indexed: 12/22/2022]
Abstract
Microalgae have emerged as one of the most promising feedstocks for biofuels and bio-based chemical production. However, due to the lack of effective tools enabling rapid and high-throughput analysis of the content of microalgae biomass, the efficiency of screening and identification of microalgae with desired functional components from the natural environment is usually quite low. Moreover, the real-time monitoring of the production of target components from microalgae is also difficult. Recently, research efforts focusing on overcoming this limitation have started. In this review, the recent development of high-throughput methods for analyzing microalgae cellular contents is summarized. The future prospects and impacts of these detection methods in microalgae-related processing and industries are also addressed.
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Affiliation(s)
- Tsung-Hua Lee
- Department of Chemical Engineering, National Cheng Kung University, Tainan, Taiwan
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