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Rational design of dynamic fibre membrane for sustainable biofouling control

Abstract

Current surface-controlled biofouling-based membrane technologies are retarded by short-run anti-biofouling performances. Dynamic fibre membrane, enriching the space and time of anti-biofouling agents acting on membrane, offers the potential to control biofouling in a continuous manner. We report the rational design and construction of a highly sustainable anti-biofouling dynamic fibre membrane, based on three interlocked criteria: (1) a three-dimensional space in the inner layer of fibre, halloysite nanotube (HNT), as ample active sites that load and release the biofilm inhibitor D-tyrosine; (2) a smart dynamic openness in the outer layer of fibre, polyvinylidene fluoride/polyacrylic acid semi-interpenetrating network polymer, as a continuous regulator that reloads D-tyrosine into HNT and re-releases it out of fibre; (3) electrospinning into dynamic fibre membrane. The dynamic fibre membrane-based ultrafiltration membrane exhibits exceedingly stable and sustainable anti-biofouling performance up to 185 days with only a 9.1% drop in reversible fouling recovery rate in a practical membrane bioreactor, far superior to the more than 40.4% decline of reversible fouling recovery rate within 75 days for the state-of-the-art anti-biofouling membranes. This systematic space–time-involved multidimensional membrane-construction concept opens a path of long-term sustainable running for membrane-based water treatment techniques.

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Fig. 1: Fabrication and characterization of the dynamic fibre membrane.
Fig. 2: Dynamic loading and releasing performances and mechanisms of the dynamic fibre membrane.
Fig. 3: Robust and sustainable anti-biofouling efficacy of the dynamic fibre membrane.
Fig. 4: The anti-biofouling efficacy of the dynamic fibre membrane in practical MBR system.
Fig. 5: Schematic diagram of anti-biofouling implications of the dynamic fibre membrane.

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Data availability

Data supporting the findings of this study are available within this article and its Supplementary Information. The raw data for the figures have been uploaded to Figshare (https://doi.org/10.6084/m9.figshare.24944706).

References

  1. Han, S. et al. Microporous organic nanotube assisted design of high performance nanofiltration membranes. Nat. Commun. 13, 7954 (2022).

    ADS  CAS  PubMed  PubMed Central  Google Scholar 

  2. Mukherjee, M., Hu, Y., Tan, C. H., Rice, S. A. & Cao, B. Engineering a light-responsive, quorum quenching biofilm to mitigate biofouling on water purification membranes. Sci. Adv. 4, eaau1459 (2018).

    ADS  CAS  PubMed  PubMed Central  Google Scholar 

  3. Koros, W. J. & Zhang, C. Materials for next-generation molecularly selective synthetic membranes. Nat. Mater. 16, 289–297 (2017).

    ADS  CAS  PubMed  Google Scholar 

  4. Flemming, H. C., Schaule, G., Griebe, T., Schmitt, J. & Tamachkiarowa, A. Biofouling—the Achilles heel of membrane processes. Desalination 113, 215–225 (1997).

    CAS  Google Scholar 

  5. BinAhmed, S., Hasane, A., Wang, Z., Mansurov, A. & Romero-Vargas Castrillon, S. Bacterial adhesion to ultrafiltration membranes: role of hydrophilicity, natural organic matter, and cell-surface macromolecules. Environ. Sci. Technol. 52, 162–172 (2018).

    ADS  CAS  PubMed  Google Scholar 

  6. Yi, Z. et al. Polysulfone-based amphiphilic polymer for hydrophilicity and fouling-resistant modification of polyethersulfone membranes. J. Membr. Sci. 365, 25–33 (2010).

    CAS  Google Scholar 

  7. Sun, J. et al. Maintaining antibacterial activity against biofouling using a quaternary ammonium membrane coupling with electrorepulsion. Environ. Sci. Technol. 57, 1520–1528 (2023).

    ADS  CAS  Google Scholar 

  8. Yang, Y.-F., Hu, H.-Q., Li, Y., Wan, L.-S. & Xu, Z.-K. Membrane surface with antibacterial property by grafting polycation. J. Membr. Sci. 376, 132–141 (2011).

    CAS  Google Scholar 

  9. Liu, Z. & Hu, Y. Sustainable antibiofouling properties of thin film composite forward osmosis membrane with rechargeable silver nanoparticles loading. ACS Appl. Mater. Interfaces 8, 21666–21673 (2016).

    ADS  MathSciNet  CAS  PubMed  Google Scholar 

  10. Chikh, L., Delhorbe, V. & Fichet, O. (Semi-)interpenetrating polymer networks as fuel cell membranes. J. Membr. Sci. 368, 1–17 (2011).

    CAS  Google Scholar 

  11. Xue, J., Wu, T., Dai, Y. & Xia, Y. Electrospinning and electrospun nanofibers: methods, materials, and applications. Chem. Rev. 119, 5298–5415 (2019).

    CAS  PubMed  PubMed Central  Google Scholar 

  12. Yoon, J., Yang, H.-S., Lee, B.-S. & Yu, W.-R. Recent progress in coaxial electrospinning: new parameters, various structures, and wide applications. Adv. Mater. 30, 1704765 (2018).

    Google Scholar 

  13. Stassin, T. et al. Porosimetry for thin films of metal–organic frameworks: a comparison of positron annihilation lifetime spectroscopy and adsorption-based methods. Adv. Mater. 33, 2006993 (2021).

    CAS  Google Scholar 

  14. Lugger, S. J. D. et al. Hydrogen-bonded supramolecular liquid crystal polymers: smart materials with stimuli-responsive, self-healing, and recyclable properties. Chem. Rev. 122, 4946–4975 (2022).

    CAS  PubMed  Google Scholar 

  15. Nalam, P. C. et al. Nanomechanics of pH-responsive, drug-loaded, bilayered polymer grafts. ACS Appl. Mater. Interfaces 9, 12936–12948 (2017).

    CAS  PubMed  Google Scholar 

  16. Guo, X. et al. A novel membrane biofouling mitigation strategy of D-amino acid supported by polydopamine and halloysite nanotube. J. Membr. Sci. 579, 131–140 (2019).

    CAS  Google Scholar 

  17. Fu, Y. et al. Antifouling thermoplastic composites with maleimide encapsulated in clay nanotubes. ACS Appl. Mater. Interfaces 9, 30083–30091 (2017).

    CAS  PubMed  Google Scholar 

  18. Xue, J. et al. Electrospun microfiber membranes embedded with drug-loaded clay nanotubes for sustained antimicrobial protection. ACS Nano 9, 1600–1612 (2015).

    CAS  PubMed  Google Scholar 

  19. Chen, X. et al. Comparison of inactivation characteristics between gram-positive and gram-negative bacteria in water by synergistic UV and chlorine disinfection. Environ. Pollut. 333, 122007 (2023).

    CAS  PubMed  Google Scholar 

  20. Yu, C. et al. Inhibition of biofilm formation by d-tyrosine: effect of bacterial type and D-tyrosine concentration. Water Res. 92, 173–179 (2016).

    CAS  PubMed  Google Scholar 

  21. Xu, H. & Liu, Y. D-amino acid mitigated membrane biofouling and promoted biofilm detachment. J. Membr. Sci. 376, 266–274 (2011).

    CAS  Google Scholar 

  22. Berne, C., Ellison, C. K., Ducret, A. & Brun, Y. V. Bacterial adhesion at the single-cell level. Nat. Rev. Microbiol. 16, 616–627 (2018).

    CAS  PubMed  Google Scholar 

  23. Flemming, H. C. et al. Biofilms: an emergent form of bacterial life. Nat. Rev. Microbiol. 14, 563–575 (2016).

    CAS  PubMed  Google Scholar 

  24. Lin, C. W. et al. Conducting polyaniline for antifouling ultrafiltration membranes: solutions and challenges. Nano Lett. 21, 3699–3707 (2021).

    ADS  CAS  PubMed  Google Scholar 

  25. Yang, R., Jang, H., Stocker, R. & Gleason, K. K. Synergistic prevention of biofouling in seawater desalination by zwitterionic surfaces and low-level chlorination. Adv. Mater. 26, 1711–1718 (2014).

    CAS  PubMed  Google Scholar 

  26. Gil, E. & Hudson, S. Stimuli-reponsive polymers and their bioconjugates. Prog. Polym. Sci. 29, 1173–1222 (2004).

    CAS  Google Scholar 

  27. Liu, F. et al. Smart H2O2-responsive drug delivery system made by halloysite nanotubes and carbohydrate polymers. ACS Appl. Mater. Interfaces 9, 31626–31633 (2017).

    CAS  PubMed  Google Scholar 

  28. Chu, E. K., Kilic, O., Cho, H., Groisman, A. & Levchenko, A. Self-induced mechanical stress can trigger biofilm formation in uropathogenic Escherichia coli. Nat. Commun. 9, 4087 (2018).

    ADS  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

We gratefully acknowledge financial supports from the Key Program of Natural Science Foundation of Tianjin City (18JCZDJC39700 (X.G.)), the Science and Technology Project of Binhai in Tianjin (BHXQKJXM-PT-ZJSHJ2017004 (X.G.)), the National Key Research and Development Program (2019YFC1804105 (X.G.)), the National Natural Science Foundation of China (22376108 (X.G.)) and 111 Program, Ministry of Education of China (T2017002 (X.G.)). We thank Y.C. at Nankai University for her great help in CLSM characterization.

Author information

Authors and Affiliations

Authors

Contributions

X.G. designed and led the project and improved the manuscript. S.F. prepared the dynamic fibre membrane, did the characterization, analysed the data and wrote the manuscript draft under guidance of X.G. Q. Zhou provided the experimental site for evaluating the practical anti-biofouling efficacy of the dynamic UF membrane. C. Liu helped to complete the data collection and figures preparation. C. Li, P.Y. and Y.T. jointly completed the evaluation of practical anti-biofouling efficacy of the dynamic fibre membrane. H.S., M.L., Q. Zhou, Q. Zhang. and Q.L. provided theoretical support. All authors contributed to the improvement of the manuscript.

Corresponding author

Correspondence to Xiaoyan Guo.

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The authors declare no competing interests.

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Nature Water thanks Alicia Kyoungjin An, Jung-Hyun Lee, and the other, anonymous, reviewer for their contribution to the peer review of this work.

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Supplementary information

Supplementary Information

Supplementary Methods, Figs. 1–14, Discussion and Tables 1–14.

Supplementary Data 1

Source data for Supplementary Figs. 2, 3, 6, 7, 9 and 11.

Source data

Source Data Fig. 1

Source data for Fig. 1d,g,i–j.

Source Data Fig. 2

Source data for Fig. 2a,b,c,e,f.

Source Data Fig. 3

Source data for Fig. 3a,b.

Source Data Fig. 4

Source data for Fig. 4b–d.

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Fan, S., Zhou, Q., Liu, C. et al. Rational design of dynamic fibre membrane for sustainable biofouling control. Nat Water 2, 161–171 (2024). https://doi.org/10.1038/s44221-024-00196-8

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