| Literature DB >> 32937842 |
Spyridon Achinas1, Jorn-Ids Heins1, Janneke Krooneman1, Gerrit Jan Willem Euverink1.
Abstract
Many articles have been published on scale-down concepts as well as additive manufacturing techniques. However, information is scarce when miniaturization and 3D printing are applied in the fabrication of bioreactor systems. Therefore, garnering information for the interfaces between miniaturization and 3D printing becomes important and essential. The first goal is to examine the miniaturization aspects concerning bioreactor screening systems. The second goal is to review successful modalities of 3D printing and its applications in bioreactor manufacturing. This paper intends to provide information on anaerobic digestion process intensification by fusion of miniaturization technique and 3D printing technology. In particular, it gives a perspective on the challenges of 3D printing and the options of miniature bioreactor systems for process high-throughput screening.Entities:
Keywords: 3D printing; bioreactors; materials; miniaturization; process intensification
Year: 2020 PMID: 32937842 PMCID: PMC7570152 DOI: 10.3390/mi11090853
Source DB: PubMed Journal: Micromachines (Basel) ISSN: 2072-666X Impact factor: 2.891
Figure 1Relation of process information with experimental output for different scale bioreactors.
Figure 2Engineering pathways of the miniaturization concept (top left to right).
Miniature bioreactor systems and their main characteristics.
| Reactor Volume | Application | Material | Mixing | Sensors | Ref. |
|---|---|---|---|---|---|
| μBR (150 μL) | Microbial fermentation | PMMA 1, PDMS 3 | Magnetic | pH, DO 2 | [ |
| μBR (150 μL) | Fermentation | PDMS | Peristaltic oxygenating mixer | pH, DO | [ |
| μBR (150 μL) | Cell cultivation | Plastic | Unknown | pH, DO, dCO2 | [ |
| Milliliter scale tank BR (10 mL) | Mycelium forming | PEEK * | Magnetic | pH, DO | [ |
| Milliliter scale BR | Measuring power consumption/energy dissipation | magnetic | Torque, particle size | [ | |
| SimcellTM (1 mL) | Cell cultivation | Sparging | pH, DO | [ | |
| MA (0.1–2.0 mL) | Controlling cellular microenvironment | PDMS | Unknown | Flow velocity | [ |
| ambrTM (15 mL) | Cell cultivation | Sparging | pH, DO | [ | |
| ambrTM (15 mL) | Cell cultivation | Sparging | pH, DO | [ | |
| Mini bioreactor | Mammalian cell culturing | Angled disc impeller | Temperature | [ | |
| BioREACTOR48 | Parallel fermentation | Autoinduction impeller | pH, DO | [ | |
| RoboLector | Parallel fermentation | Shaking | biomass, pH, DO, fluorescence | [ | |
| micro-Matrix | Parallel fermentation | Shaking | pH, DO, Temperature | [ |
1 Polymethylmethacrylate; 2 Dissolved oxygen; 3 Polydimethylsiloxan; * Polyetheretherketone.
Figure 3Highlighted features for various miniature reactor fabrication materials [38,39,40,41,42,43,44,45,46,47,48].
Morphological overview within the first column, the subfunctions with multiple suitable solutions and in the remaining columns the different solutions.
| Solutions | 1 | 2 | 3 | 4 | 5 |
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| Supply thermal | Water bath | Water jacket | Hot air oven | Micro heaters | Coil |
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| Supply electrical | Plug and socket | Battery | Controller | ||
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| Supply substrate | Infusion pump | Infusion controller | Effluent and pump | Piezoelectric pressure sensor | |
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| Open / | Insertable lid | Lid and thread | |||
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| Ports sealing | Teflon tape | Butyl rubber | Tight thread | Rubber O-ring | 1-component design |
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| Measure pH | Online mini electrodes | Offline assay kit | Offline assay kit (fluorometric intracellular pH) | ||
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| Measure biogas volume | Gas counter | Water | Syringe | Flow meter | |
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Figure 4Advantages and limitations of 3D printing techniques. These techniques fabricate an object one layer at a time and include fused deposition modeling (FDM), inkjet bioprinting, stereolithography (SLA), laser sintering (SLS) and direct metal laser sintering (DMLS) [77,78,79,80,81,82,83].
Figure 5Science citation index publications on 3D printing from the web of science.
3D printed (bio)reactors and their applications.
| Type of Reactor | 3D Printing Technique | Printing Material | Volume (in mL) | Conditions | Application | Remarks | Ref. |
|---|---|---|---|---|---|---|---|
| Enzyme Reactor Paper Spray | Autoclavable polylactic acid plastic | 3.5 | Heated to 40 °C for 15 min, then 37 °C for 10 min. Then a voltage of 4 kV. Then heated to 68 °C for 5 min. | BuChE detection using a paper strip coated with 4-mercaptobutyrylcholine-functionalized gold nanoparticles | Easy preparation, low-cost, facile modification. High reliability and repeatability | [ | |
| Mechanical Stretching Bioreactor | FDM | ABS plus-P430 in combination with SR30 soluble support material | 1.35 | Procedures of a cell biology/tissue engineering laboratory. Laminar flow, mechanical stimulation | Mechanical stretching, tissue engineering | No malfunctions during testing | [ |
| Mechanical bioreactor | Acrylonitrile butadiene styrene (ABS) | 129.9 | Cycle tensile strains are applied. Force and displacement data collection with ramp control program | Low-cost culture chamber for maintaining cells and engineered tissue in culture medium and custom grips for mounting 3D engineered tissue constructs and soft tissues | Can be sterilized with 70% ethanol. Maximum failure loads of less than 10 Newton | [ | |
| Continuous flow reactor | SLA | Methacrylate photopolymer resin | 0.00265 | Stirring at 800 rpm | Preparation of perovskite nanocrystals in the full-emission range | [ | |
| CuO-nanoparticle functionalized flow reactor | FDM | Poly(lactic acid) filaments | 0.868 | pH 10, reaction temperature = 50 °C, reaction medium = 100 mM phosphate-buffered saline | Online fluorometric monitoring of glucose | The 3D printed flow reactor has several advantages over the conventional flow reactor | [ |
| Hydrogel-based enzyme reactor | Pneumatic extrusion-based printing | PEO and Laponite RD | 0.507 | T = 37 °C, pH 9. Centrifugation with 10,000 rpm, 4 min. | Immobilization of enzymes in hydrogel lattices under mild conditions | Mass transfer limitations occur | [ |
| Continuous reactor | FDM | Acrylonitrile butadiene styrene (ABS) | 0.15 | T = 60 °C, pH 10. Agitation at 400 rpm. Then centrifuged at 5500 rpm for 30 min. | Continuous precipitation of hydroxyapatite nanoparticles for potential tissue engineering applications | [ | |
| Microfluidic reactor | SLA | Clear methacrylate-based resin | 1.008 | Plasma samples added, incubated at 56 °C for 15 min. | Carrying out extraction, concentration and isothermal amplification of nucleic acids in a variety of body fluids | Cost-effective scalability. PEG-coating resulted in the best results. Suitable for all types of detection | [ |
| Tubular bent reactor | FDM | Polylactic acid (PLA) | 330 | Injector T = 200 °C. Gas chromatography | Redox-initiated continuous emulsion copolymerization of styrene-butyl acrylate and vinyl acetate-neodecanoic acid vinyl ester | Narrow residence time distribution, small dead volumes and suitable flow characteristics for emulsion copolymerization processes | [ |
| Mixed flow reactor | SLA | Clear Resin (Formlabs) | 25 | Curing treatment | Measure mineral precipitation rates | Can also be modified for use in mineral dissolution experiments | [ |
| Miniaturized polypropylene reactor | FDM | Polypropylene | 0.25 | Magnetic stirring. Infusion rate of 125 μL min–1 | Online analysis of a Diels-Alder reaction and the subsequent retro Diels-Alder reaction | Resistant to inorganic and organic reagents and solvents | [ |
Indicative technical and economic criteria for manufacturing technique of reactors [101,103,104,105,106].
| Technique | Technical | Economical |
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| 3D printing | Quality | Raw material costs |
| Injection molding | Lifespan | Production costs |
| Casting | Process complexity | Production time |
| Milling and turning | Process accuracy | Flexibility |
| Quality | General overhead costs |