Functional imaging of 3D bioprinted microalgal constructs and simulation of their photosynthetic performance
Source abstract
Abstract
Abstract The intricate three dimensional architecture at different spatial length scales affects the functionality and growth performance of immobilized photosynthesizing cells in biofilms and bioprinted constructs. Despite the tremendous potential of 3D bioprinting in precisely defining sample heterogeneity and composition in spatial context, cell metabolism is mostly measured in media surrounding the constructs or by destructive sample analyzes. The exploration and application of non-invasive techniques for monitoring physico-chemical microenvironments, growth and metabolic activity of cells in 3D printed constructs is thus in strong demand. Here, we present a pipeline for the fabrication of 3D bioprinted microalgal constructs with a functionalized gelatin methacryloyl-based bioink for imaging O 2 dynamics within bioprinted constructs, as well as their characterization using various, non-invasive functional imaging techniques in concert with numerical simulation of their photophysiological performance. This fabrication, imaging and simulation pipeline now enables investigation of the effect of structure and composition on photosynthetic efficiency of bioprinted constructs with microalgae or cyanobacteria. It can facilitate designing efficient construct geometries for enhanced light penetration and improved mass transfer of nutrients, CO 2 or O 2 between the 3D printed construct and the surrounding medium, thereby providing a mechanistic basis for the design of more efficient artificial photosynthetic systems.
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Research context
OpenAlex topics: 3D Printing in Biomedical Research · Slime Mold and Myxomycetes Research · Biocrusts and Microbial Ecology
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (100+)
Show source-provided references
1. Cescatti · 2004 · 42
2. Plant tissue optics10.1146/annurev.pp.44.060193.001311 ↗
3. Vertical migration optimizes photosynthetic efficiency of motile cyanobacteria in a coastal microbial mat10.3389/fmars.2020.00359 ↗
4. Microscale imaging sheds light on species-specific strategies for photo-regulation and photo-acclimation of microphytobenthic diatoms10.1111/1462-2920.16499 ↗
5. Structure-based optics of centric diatom frustules: modulation of the in vivo light field for efficient diatom photosynthesis10.1111/nph.15149 ↗
6. Light management by algal aggregates in living photosynthetic hydrogels10.1073/pnas.2316206121 ↗
7. Coral reef primary productivity: a beggar’s banquet10.1016/0169-5347(88)90117-6 ↗
8. Lateral light transfer ensures efficient resource distribution in symbiont-bearing corals10.1242/jeb.091116 ↗
9. Bionic 3D printed corals10.1038/s41467-020-15486-4 ↗
10. Light availability impacts structure and function of phototrophic stream biofilms across domains and trophic levels10.1111/mec.14696 ↗
11. Conversion of microalgae to biofuel10.1016/j.rser.2012.03.047 ↗
12. Cyanobacteria and microalgae: a positive prospect for biofuels10.1016/j.biortech.2011.08.030 ↗
13. Microalgae for biodiesel production and other applications: a review10.1016/j.rser.2009.07.020 ↗
14. Technoeconomic analysis of five microalgae-to-biofuels processes of varying complexity10.1016/j.biortech.2011.08.010 ↗
15. Study of optical configurations for multiple enhancement of microalgal biomass production10.1038/s41598-018-38118-w ↗
16. From shape to function: the next step in bioprinting10.1002/adma.201906423 ↗
17. Biofabrication: reappraising the definition of an evolving field10.1088/1758-5090/8/1/013001 ↗
18. The bioink: a comprehensive review on bioprintable materials10.1016/j.biotechadv.2016.12.006 ↗
19. 3D bioprinting: from benches to translational applications10.1002/smll.201805510 ↗
20. Printing and prototyping of tissues and scaffolds10.1126/science.1226340 ↗
21. Mechanical characterization of bioprinted in vitro soft tissue models10.1088/1758-5082/5/4/045010 ↗
22. Gelatin-methacrylamide hydrogels as potential biomaterials for fabrication of tissue-engineered cartilage constructs10.1002/mabi.201200471 ↗
23. A review of trends and limitations in hydrogel-rapid prototyping for tissue engineering10.1016/j.biomaterials.2012.04.050 ↗
24. Think outside the box: 3D bioprinting concepts for biotechnological applications—recent developments and future perspectives10.1016/j.biotechadv.2022.107930 ↗
25. A review on bioinks and their application in plant bioprinting10.18063/ijb.v8i4.612 ↗
26. 3D printing of microscopic bacterial communities10.1073/pnas.1309729110 ↗
27. A straightforward approach for 3D Bacterial printing10.1021/acssynbio.6b00395 ↗
28. 3D printing of bacteria into functional complex materials10.1126/sciadv.aao6804 ↗
29. Green bioprinting: fabrication of photosynthetic algae-laden hydrogel scaffolds for biotechnological and medical applications10.1002/elsc.201400205 ↗
30. Green bioprinting: viability and growth analysis of microalgae immobilized in 3D-plotted hydrogels versus suspension cultures10.1002/elsc.201400131 ↗
31. Functionalized bioink with optical sensor nanoparticles for O2 imaging in 3D-bioprinted constructs10.1002/adfm.201804411 ↗
32. Microalgae biofuels production: a systematic review on socioeconomic prospects of microalgae biofuels and policy implications10.1016/j.envc.2021.100207 ↗
33. Public funds and local biotechnology firm creation10.1016/j.respol.2013.07.012 ↗
34. Biologically active metabolites synthesized by microalgae10.1155/2015/835761 ↗
35. Recovering microalgal bioresources: a review of cell disruption methods and extraction technologies10.3390/molecules27092786 ↗
36. Microalgae harvesting techniques: a review10.1016/j.jenvman.2018.04.010 ↗
37. Microalgae immobilization: current techniques and uses10.1016/j.biortech.2007.05.040 ↗
38. Immobilized microalgae for removing pollutants: review of practical aspects10.1016/j.biortech.2009.09.043 ↗
39. Fabrication of 3D-printed molds for polydimethylsiloxane-based microfluidic devices using a liquid crystal display-based vat photopolymerization process: printing quality, drug response and 3D invasion cell culture assays10.1038/s41378-023-00607-y ↗
40. Bioprinted living coral microenvironments mimicking coral-algal symbiosis10.1002/adfm.202202273 ↗
41. Limitations of oxygen delivery to cells in culture: an underappreciated problem in basic and translational research10.1016/j.freeradbiomed.2017.10.003 ↗
42. Advances in removing mass transport limitations for more physiologically relevant in vitro 3D cell constructs10.1063/5.0048837 ↗
43. Optical 4D oxygen mapping of microperfused tissue models with tunable in vivo-like 3D oxygen microenvironments10.1039/D2LC00063F ↗
44. Functional dyes in polymeric 3D printing: applications and perspectives10.1021/acsmaterialslett.0c00455 ↗
45. Koren · 2018 · 145
46. Simple sensors that work in diverse natural environments: the micro-Clark sensor and biosensor family10.1016/j.snb.2020.129168 ↗
47. Light sheet fluorescence microscopy10.1038/s43586-021-00069-4 ↗
48. Optical coherence tomography in biofilm research: a comprehensive review10.1002/bit.26283 ↗
49. Morphogenesis and oxygen dynamics in phototrophic biofilms growing across a gradient of hydraulic conditions10.1016/j.isci.2021.102067 ↗
50. Optical coherence tomography10.1126/science.1957169 ↗
51. Hyperspectral luminescence imaging in combination with signal deconvolution enables reliable multi-indicator-based chemical sensing10.1021/acssensors.0c02084 ↗
52. Multiphysics modelling of photon, mass and heat transfer in coral microenvironments10.1098/rsif.2021.0532 ↗
53. Schreiber · 2004 · 279
54. A modular luminescence lifetime imaging system for mapping oxygen distribution in biological samples10.1016/S0925-4005(98)00232-9 ↗
55. Luminescence lifetime imaging with transparent oxygen optodes10.1016/S0925-4005(00)00715-2 ↗
56. ValoMC: a Monte Carlo software and MATLAB toolbox for simulating light transport in biological tissue10.1364/Osac.2.000957 ↗
57. Using artificial systems to explore the ecology and evolution of symbioses10.1007/s00018-011-0649-y ↗
58. An observation of the initial stage towards a symbiotic relationship10.1016/S0303-2647(02)00006-0 ↗
59. Synthetic cooperation in engineered yeast populations10.1073/pnas.0610575104 ↗
60. Designing symbiosis10.4161/bbug.2.6.16801 ↗
61. Overmann · 2006 · 21
62. Functionalization, preparation and use of cell-laden gelatin methacryloyl–based hydrogels as modular tissue culture platforms10.1038/nprot.2016.037 ↗
63. Multiparameter sensing of oxygen and pH at biological interfaces via hyperspectral imaging of luminescent sensor nanoparticles10.1021/acssensors.3c01941 ↗
64. Poly(styrene-block-vinylpyrrolidone) beads as a versatile material for simple fabrication of optical nanosensors10.1021/ac071374e ↗
65. Fluorescent poly(styrene-block-vinylpyrrolidone) nanobeads for optical sensing of pH10.1016/j.snb.2008.08.028 ↗
66. Direct 3D-printing of cell-laden constructs in microfluidic architectures10.1039/c6lc00144k ↗
67. In vivo imaging of coral tissue and skeleton with optical coherence tomography10.1098/rsif.2016.1003 ↗
68. Microscale light management and inherent optical properties of intact corals studied with optical coherence tomography10.1098/rsif.2018.0567 ↗
69. Samatham · Determine scattering coefficient and anisotropy of scattering of tissue phantoms using reflectance-mode confocal microscopy · 2009 · 718710.1117/12.809684 ↗
70. Optical properties of mutant versus wild-type mouse skin measured by reflectance-mode confocal scanning laser microscopy (rCSLM)10.1117/1.2953195 ↗
71. Quantitative characterization of developing collagen gels using optical coherence tomography10.1117/1.3377961 ↗
72. Rapid light curves: a powerful tool to assess photosynthetic activity10.1016/j.aquabot.2005.02.006 ↗
73. Coral photobiology studied with a new imaging pulse amplitude modulated fluorometer110.1111/j.1529-8817.2005.04034.x ↗
74. Comparison of the photosynthetic yield of cyanobacteria and green algae: different methods give different answers10.1371/journal.pone.0139061 ↗
75. Rapid light curves: a new fluorescence method to assess the state of the photosynthetic apparatus10.1023/A:1006188004189 ↗
76. MCML–Monte Carlo modeling of light transport in multi-layered tissues10.1016/0169-2607(95)01640-f ↗
77. A Monte Carlo model of light propagation in tissue10.1117/12.2283590 ↗
78. Radiative energy budgets of phototrophic surface-associated microbial communities and their photosynthetic efficiency under diffuse and collimated light10.3389/fmicb.2017.00452 ↗
79. Simple method for measuring the spectral absorption cross-section of microalgae10.1016/j.ces.2016.02.039 ↗
80. Hu · 2014
81. Imaging of oxygen dynamics within the endolithic algal community of the massive coral porites Lobata(1)10.1111/j.1529-8817.2008.00506.x ↗
82. Photophysics and photochemistry of oxygen sensors based on luminescent transition-metal complexes10.1021/ac00004a007 ↗
83. Microsensor measurements of the external and internal microenvironment of Fucus vesiculosus (phaeophyceae)110.1111/j.1529-8817.2010.00894.x ↗
84. Carbon dioxide exchange of Alnus rubra10.1007/BF00345747 ↗
85. Luminescence lifetime imaging of chemical sensors—a comparison between time-domain and frequency-domain based camera systems10.1021/acs.analchem.8b05869 ↗
86. Rheological properties of coordinated physical gelation and chemical crosslinking in gelatin methacryloyl (GelMA) hydrogels10.1002/mabi.202000183 ↗
87. UV incites diverse levels of DNA breaks in different cellular compartments of a branching coral species10.1242/jeb.01496 ↗
88. Photosynthesis monitoring to optimize growth of microalgal mass cultures: application of chlorophyll fluorescence techniques10.3354/ab00597 ↗
89. Photoinhibition in optically thick samples: effects of light attenuation on chlorophyll fluorescence-based parameters10.1016/j.jtbi.2021.110580 ↗
90. Optical properties of corals distort variable chlorophyll fluorescence measurements10.1104/pp.18.01275 ↗
91. Optical coherence tomography (OCT): a review10.1109/2944.796348 ↗
92. Measuring light scattering and absorption in corals with inverse spectroscopic optical coherence tomography (ISOCT): a new tool for non-invasive monitoring10.1038/s41598-019-50658-3 ↗
93. Non-invasive investigation of the morphology and optical properties of the upside-down jellyfish Cassiopea with optical coherence tomography10.1098/rspb.2023.0127 ↗
94. Biophysical properties at patch scale shape the metabolism of biofilm landscapes10.1038/s41522-022-00269-0 ↗
95. Tools for studying growth patterns and chemical dynamics of aggregated Pseudomonas aeruginosa exposed to different electron acceptors in an alginate bead model10.1038/s41522-018-0047-4 ↗
96. In situ volumetric imaging and analysis of FRESH 3D bioprinted constructs using optical coherence tomography10.1088/1758-5090/ac975e ↗
97. Importance of the green color, absorption gradient, and spectral absorption of chloroplasts for the radiative energy balance of leaves10.1007/s10265-017-0910-z ↗
98. Mesh-based Monte Carlo method using fast ray-tracing in Plücker coordinates10.1364/boe.1.000165 ↗
99. A tetrahedron-based inhomogeneous Monte Carlo optical simulator10.1088/0031-9155/55/4/003 ↗
100. Two-photon polymerization for biological applications10.1016/j.mattod.2017.06.004 ↗