Journal Home > Volume 12 , Issue 2

In this study, a new type of 3D printed living biological hydrogel was developed by integrating lactic acid bacteria (LAB) into biocompatible and non-toxic polymer materials. Interestingly, the living materials loaded with LAB can be freeze-dried and reused for more than 100 times. The bio-hydrogel can be used to co-culture different LAB and keep its fermentation performance stable in long-term use. The release kinetics model and response surface method were used to simulate and optimize the bacteria release mode in the bio-hydrogel. The results show that the release of bacteria from hydrogel is regulated by the coupling of Fickian diffusion and polymer swelling. The stability of LAB hydrogel was evaluated by reuse experiments. The images of confocal microscopy and scanning electron microscope showed that the bacteria with high cell viability were distributed in the hydrogel and intact structure of the living hydrogel was maintained after 100 times of reuse as yoghurt starter. In conclusion, the 3D printed LAB bio-hydrogel developed in this study has the advantage of reuse and sustainability, which is expected to open up a new way for the preparation of food culture starter.


menu
Abstract
Full text
Outline
About this article

3D printed lactic acid bacteria hydrogel: cell release kinetics and stability

Show Author's information Yifei LiuaXintao YinaXiudong XiabZhen LiuaLifei ChenaMingsheng Donga( )
College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
Institute of Agricultural Product Processing, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China

Peer review under responsibility of KeAi Communications Co., Ltd.

Abstract

In this study, a new type of 3D printed living biological hydrogel was developed by integrating lactic acid bacteria (LAB) into biocompatible and non-toxic polymer materials. Interestingly, the living materials loaded with LAB can be freeze-dried and reused for more than 100 times. The bio-hydrogel can be used to co-culture different LAB and keep its fermentation performance stable in long-term use. The release kinetics model and response surface method were used to simulate and optimize the bacteria release mode in the bio-hydrogel. The results show that the release of bacteria from hydrogel is regulated by the coupling of Fickian diffusion and polymer swelling. The stability of LAB hydrogel was evaluated by reuse experiments. The images of confocal microscopy and scanning electron microscope showed that the bacteria with high cell viability were distributed in the hydrogel and intact structure of the living hydrogel was maintained after 100 times of reuse as yoghurt starter. In conclusion, the 3D printed LAB bio-hydrogel developed in this study has the advantage of reuse and sustainability, which is expected to open up a new way for the preparation of food culture starter.

Keywords: 3D printing, Lactic acid bacteria, Bioink, Living hydrogel, Culture starter

References(42)

[1]

A.I. Cernencu, A. Lungu, I.C. Stancu, et al., Bioinspired 3D printable pectin-nanocellulose ink formulations, Carbohydr. Polym. 220 (2019) 12-21. https://www.ncbi.nlm.nih.gov/pubmed/31196530.

[2]

L. Valot, J. Martinez, A. Mehdi, et al., Chemical insights into bioinks for 3D printing, Chem. Soc. Rev. 48(15) (2019) 4049-4086. https://www.ncbi.nlm.nih.gov/pubmed/31271159.

[3]

S. Kyle, 3D Printing of bacteria: The next frontier in biofabrication, Trends Biotechnol. 36(4) (2018) 340-341. https://www.ncbi.nlm.nih.gov/pubmed/29402473.

[4]

T. Zhang, W. Zhao, Z. Xiahou, et al., Bioink design for extrusion-based bioprinting, Appl. Mater. Today. 25 (2021). http://dx.doi.org/10.1016/j.apmt.2021.101227.

[5]

C. Mota, S. Camarero-Espinosa, M.B. Baker, et al., Bioprinting: from tissue and organ development to in vitro models, Chem. Rev. 120(19) (2020) 10547-10607. https://www.ncbi.nlm.nih.gov/pubmed/32407108.

[6]

D. Kam, A. Braner, A. Abouzglo, et al., 3D printing of cellulose nanocrystal-loaded hydrogels through rapid fixation by photopolymerization, Langmuir. 37(21) (2021) 6451-6458. https://www.ncbi.nlm.nih.gov/pubmed/34008993.

[7]

G. Gillispie, P. Prim, J. Copus, et al., Assessment methodologies for extrusion-based bioink printability, Biofabrication 12(2) (2020) 022003. https://www.ncbi.nlm.nih.gov/pubmed/31972558.

[8]

D. Karis, A. Nelson, Time-dependent covalent network formation in extrudable hydrogels, Polym. Chem. 11(43) (2020) 6910-6918. http://dx.doi.org/10.1039/D0PY01129K.

[9]

G. Decante, J.B. Costa, J. Silva-Correia, et al., Engineering bioinks for 3D bioprinting, Biofabrication. 13(3) (2021). https://www.ncbi.nlm.nih.gov/pubmed/33662949.

[10]

J.I. Paez, A. Farrukh, R. Valbuena-Mendoza, et al., Thiol-methylsulfone-based hydrogels for 3D cell encapsulation, ACS Appl. Mater. Interfaces. 12(7) (2020) 8062-8072. https://www.ncbi.nlm.nih.gov/pubmed/31999422.

[11]

S. Argin, P. Kofinas, Y.M. Lo, The cell release kinetics and the swelling behavior of physically crosslinked xanthan–chitosan hydrogels in simulated gastrointestinal conditions, Food Hydrocolloids. 40 (2014) 138-144. https://www.sciencedirect.com/science/article/pii/S0268005X14000678.

[12]

S.P. Hoo, F. Sarvi, W.H. Li, et al., Thermoresponsive cellulosic hydrogels with cell-releasing behavior, ACS Appl. Mater. Interfaces. 5(12) (2013) 5592-5600. https://www.ncbi.nlm.nih.gov/pubmed/23734910.

[13]

T.G. Johnston, S.F. Yuan, J.M. Wagner, et al., Compartmentalized microbes and co-cultures in hydrogels for on-demand bioproduction and preservation, Nat. Commun. 11(1) (2020) 563. https://www.ncbi.nlm.nih.gov/pubmed/32019917.

[14]

M. Schaffner, P.A. Ruhs, F. Coulter, et al., 3D printing of bacteria into functional complex materials, Sci Adv. 3(12) (2017) eaao6804. https://www.ncbi.nlm.nih.gov/pubmed/29214219.

[15]

G. Vinicius De Melo Pereira, D.P. De Carvalho Neto, A.C.D.O. Junqueira, et al., A review of selection criteria for starter culture development in the food fermentation industry, Food Reviews International. 36(2) (2019) 135-167. http://dx.doi.org/10.1080/87559129.2019.1630636.

[16]

J.F. Gordon, N. Shapton, The manufacture and use of starters for the dairy industry: Characteristics and use of starters for the manufacture of yoghurt, cottage cheese, cultured buttermilk and other fermented products, Int. J. Dairy Technol. 30(1) (1977) 15-22. http://dx.doi.org/10.1111/j.1471-0307.1977.tb01160.x.

[17]

A. Bevilacqua, D. Campaniello, B. Speranza, et al., Microencapsulation of Saccharomyces cerevisiae into alginate beads: a focus on functional properties of released cells, Foods 9(8) (2020). https://www.ncbi.nlm.nih.gov/pubmed/32759736.

[18]

F. Patrignani, L. Siroli, D.I. Serrazanetti, et al., Microencapsulation of functional strains by high pressure homogenization for a potential use in fermented milk, Food Res. Int. 97 (2017) 250-257. https://www.ncbi.nlm.nih.gov/pubmed/28578048.

[19]

L.D. McMaster, S.A. Kokott, P. Slatter, Micro-encapsulation of Bifidobacterium lactis for incorporation into soft foods, World J. Microbiol. Biotechnol. 21(5) (2005) 723-728. https://doi.org/10.1007/s11274-004-4798-0.

[20]

J.L. Connell, E.T. Ritschdorff, M. Whiteley, et al., 3D printing of microscopic bacterial communities, Proc. Natl. Acad. Sci. 110(46) (2013) 18380-18385. https://www.ncbi.nlm.nih.gov/pubmed/24101503.

[21]

X.X. Yuan, R. Liu, W.C. Zhang, et al., Preparation of carboxylmethylchitosan and alginate blend membrane for diffusion-controlled release of diclofenac diethylamine, J Mater Sci Technol. 63 (2021) 210-215. https://www.sciencedirect.com/science/article/pii/S1005030220304345.

[22]

L.S. Yap, M.C. Yang, Evaluation of hydrogel composing of Pluronic F127 and carboxymethyl hexanoyl chitosan as injectable scaffold for tissue engineering applications, Colloids Surf. B 146 (2016) 204-211. https://www. ncbi.nlm.nih.gov/pubmed/27318966.

[23]

T. Higuchi, Mechanism of sustained-action medication. Theoretical analysis of rate of release of solid drugs dispersed in solid matrices, J. Pharm. Sci. 52(12) (1963) 1145-1149. https://www.sciencedirect.com/science/article/pii/S0022354915341976.

[24]

P.L. Ritger, N.A. Peppas, A simple equation for description of solute release II. Fickian and anomalous release from swellable devices, J. Control. 5(1) (1987) 37-42. https://www.sciencedirect.com/science/article/pii/0168365987900356.

[25]

N.A. Peppas, J.J. Sahlin, A simple equation for the description of solute release. III. Coupling of diffusion and relaxation, Int. J. Pharm. 57(2) (1989) 169-172. https://www.sciencedirect.com/science/article/ pii/0378517389903062.

[26]

V. Papadopoulou, K. Kosmidis, M. Vlachou, et al., On the use of the Weibull function for the discernment of drug release mechanisms, Int. J. Pharm. 309(1-2) (2006) 44-50. https://www.ncbi.nlm.nih.gov/pubmed/16376033.

[27]

R.S. Hubbard, Determination of minute amounts of acetone by titration, J. Biol. Chem. 43(1) (1920) 43-56. https://www.sciencedirect.com/science/article/pii/S002192581886313X

[28]

Y. Wei, Hao Yanan, H. Du, et al., Determination of diacetyl content in wine by o-phenylenediamine colorimetric method, Sino-Overseas Grapevine & Wine. (4) (2008) 4-7. https://d.wanfangdata.com.cn/periodical/zwptyptj200804001.

[29]

F. He, Y. Ou, J. Liu, et al., 3D printed biocatalytic living materials with dual-network reinforced bioinks, Small 18(6) (2022) e2104820. https://www.ncbi.nlm.nih.gov/pubmed/34854551.

[30]

J. Moreno-Garcia, T. Garcia-Martinez, J.C. Mauricio, et al., Yeast immobilization systems for alcoholic wine fermentations: Actual trends and future perspectives, Front Microbiol. 9(241) (2018) 241. https://www.ncbi.nlm.nih.gov/pubmed/29497415.

[31]

J. Li, D.J. Mooney, Designing hydrogels for controlled drug delivery, Nat Rev Mater. 1(12) (2016). https://www.ncbi.nlm.nih.gov/pubmed/29657852.

[32]

B. Kim, K. La Flamme, N.A. Peppas, Dynamic swelling behavior of pH-sensitive anionic hydrogels used for protein delivery, J Appl Polym Sci. 89(6) (2003) 1606-1613. https://doi.org/10.1002/app.12337.

[33]

Z. Wu, C. Zhao, R. Li, et al., Insights into micellization of octenylsuccinated oat β-Glucan and uptake and controlled release of β-Carotene by the resultant micelles, J. Agric. Food Chem. 67(26) (2019) 7416-7427. https://www.ncbi.nlm.nih.gov/pubmed/31180666.

[34]

Q. Mao, M. Li, S. Zhang, et al., Chitosan-hydrophobic alginate nanocomposites stabilized pH-triggered Pickering emulsion for drug controlled-release, Int. J. Biol. Macromol. 162 (2020) 1888-1896. https://www.ncbi.nlm.nih.gov/pubmed/32795582.

[35]

D.C. Montgomery, Design and Analysis of Experiments, John Wiley & Sons, New York, 2004.

[36]

F. Qian, C. Zhu, J.M. Knipe, et al., Direct writing of tunable living inks for bioprocess intensification, Nano Lett. 19(9) (2019) 5829-5835. https://www.ncbi.nlm.nih.gov/pubmed/30702295.

[37]

L. Zhuang, H. Zhang, Utilizing cross-species co-cultures for discovery of novel natural products, Curr. Opin. Biotechnol. 69 (2021) 252-262. https://www.ncbi.nlm.nih.gov/pubmed/33647849.

[38]

F.X. Lang, J.Z. Wen, Z. Wu, et al., Evaluation of probiotic yoghurt by the mixed culture with Lactobacillus plantarum A3, Food Sci Hum Well. 11(2) (2022) 323-331. https://www.sciencedirect.com/science/article/pii/S2213453021001026.

[39]

S.M. Pinto, M.D.G. Clemente, L.R.De Abreu, Behaviour of volatile compounds during the shelf life of yoghurt, Int. J. Dairy Technol. 62(2) (2009) 215-223. https://doi.org/10.1111/j.1471-0307.2009.00476.x.

[40]

S. Tiwari, D. Kavitake, P.B. Devi, et al., Bacterial exopolysaccharides for improvement of technological, functional and rheological properties of yoghurt, Int. J. Biol. Macromol. 183 (2021) 1585-1595. https://www.ncbi.nlm.nih.gov/pubmed/34044028.

[41]

C.G. Vinderola, P. Mocchiutti, J.A. Reinheimer, Interactions among lactic acid starter and probiotic bacteria used for fermented dairy products, J. Dairy Sci. 85(4) (2002) 721-729. https://www.sciencedirect.com/science/article/pii/ S0022030202741295.

[42]

A. Saha, T.G. Johnston, R.T. Shafranek, et al., Additive manufacturing of catalytically active living materials, ACS Appl. Mater. Interfaces 10(16) (2018) 13373-13380. https://www.ncbi.nlm.nih.gov/pubmed/29608267.

Publication history
Copyright
Acknowledgements
Rights and permissions

Publication history

Received: 15 February 2022
Revised: 10 March 2022
Accepted: 30 March 2022
Published: 07 September 2022
Issue date: March 2023

Copyright

© 2023 Beijing Academy of Food Sciences. Publishing services by Elsevier B.V. on behalf of KeAi Communications Co., Ltd.

Acknowledgements

Acknowledgements

This study was supported by Jiangsu Agriculture Science and Technology Innovatioin Fund (CX (21)2003).

Rights and permissions

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

Return