I was born in Qingdao, a coastal city known for its mountains, sea, and clear blue skies. In my childhood memories, the seawater was crystal clear, sunlight sparkled on the sand, and the tidal zone was scattered with colorful shells and small crabs.
However, since 2008, things have quietly begun to change. Every summer, vast expanses of green algae would appear along the coastline, covering the sea surface like a blanket. These green patches are known as Ulva prolifera, the primary culprit behind the recurring “green tides” that now occur in Qingdao each year from July to August.
The once-crowded First Bathing Beach became covered in green sludge, emitting a pungent odor. As a child, I didn't understand where it came from. Today, I want to be part of the solution.
Fig1. Top view of Qingdao Bay
Ulva prolifera is a species of large green macroalgae belonging to the family Ulvaceae. It is commonly found in temperate and subtropical shallow coastal waters and possesses the following biological characteristics:
Under natural conditions, Ulva prolifera is a normal part of the coastal ecosystem. However, its unchecked expansion—driven by anthropogenic nutrient enrichment and environmental changes—can turn it into a large-scale ecological disaster.
Fig2. Ulva prolifera accumulates on the beach.
Fig3. Ulva prolifera accumulates on the beach.
Through field investigations, literature analysis, and expert interviews conducted by our Human Practices team, we identified two key reasons for the recurrence of green tides in Qingdao:
1. The seaweed farming rafts in northern Jiangsu
In spring, large quantities of Ulva prolifera spores remain in the shallow sea areas of northern Jiangsu. These spores require a solid substrate for early-stage development, and the structures of Porphyra aquaculture rafts provide ideal surfaces for attachment.
Under eutrophic conditions, these spores rapidly proliferate into filamentous thalli. Once the biomass reaches a critical level, their buoyant structure enables them to float to the surface and continue expanding through photosynthesis.
Ultimately, dense mats of floating Ulva form in the southern Yellow Sea and are carried northward by prevailing winds and currents, accumulating along the coasts of Qingdao and Jiaozhou Bay.
2. Seasonal factors: July-August is the “outbreak window”
Several environmental factors converge during this period:
Hence, Qingdao is not the origin of the bloom, but rather a convergent zone, where oceanographic conditions result in the accumulation and visible outbreak of green tides.
Massive proliferation of macroalgae can have serious negative effects on coastal environments and human society. In the Yellow Sea, large-scale green tides caused by Ulva prolifera have occurred annually off the coasts of Jiangsu and Shandong provinces for 18 consecutive years (2007-2025). These blooms typically originate as small floating patches in the coastal waters of Jiangsu between mid-April and early May. Driven by monsoon winds and ocean currents, they gradually drift northward along the southern Yellow Sea, accumulating near the Shandong Peninsula during June and July before slowly dissipating.[4]
A notable example is the 2008 outbreak, which coincided with the Olympic Sailing Regatta in Qingdao. The massive arrival of floating algae created severe logistical and environmental challenges for the host city. Direct economic losses from the bloom were estimated to exceed 1.3 billion RMB.
Fig4. The detailed cost of Qingdao government.
I. Physical Control
Fig5. Excavator clears Ulva prolifera.
II. Chemical Control
III. Biological Control
Fig. 6. Comparative analysis of physical, chemical, and biological approaches for mitigating Ulva prolifera outbreaks.
To date, no single method provides a fully effective, low-cost, environmentally safe, and scalable solution. Experts emphasize the importance of early-stage intervention and advocate for the integration of multiple complementary strategies to achieve sustainable and comprehensive control of Ulva prolifera green tides.[3]
To handle these problems, we design a programmable salt-tolerant Escherichia coli(E. coli) biofilm with enhanced biofilm adhesion part and arginine short peptide sedimentation part, to curb the spread of green tide from the source by capturing spores. To ensure biological safety, we have introduced a light controlled suicide system and developed a specialized spore filter based on 3D printing to achieve efficient capture and create a green and safe solution.
To address the challenges mentioned above, O! Super Carpet presents a promising strategy involving four interdependent modules: Survival, Light Suicide, Biofilm Enhancement, and Arginine-Inducible Sedimentation Module.
Fig7. The overview of the functional modules.
The high-salinity in seawater can cause dehydration and osmotic pressure imbalance of E. coli cells, disrupting their cell membrane structure and physiological metabolism, making it difficult for them to survive.
In the Survival module, we introduced the salt-tolerant genes, gspM and echM[5] to arm our biofilm with the necessary adaptability against inhospitable conditions. They make it easy for E. coli to maintain normal physiological activities under high-salinity condition (750mM NaCl), which is more harder than the normal sea salinity (600mM NaCl).
Fig8. Sketch map of the function of the salt-tolerant genes.
Considering biosafety, we have constructed a blue light-inducible suicide system. With the help of LOVdeg[6] fused with tetR, the engineered E. coli could perceive light with a wavelength of 450-490 nm and regulates the activation of suicide mechanism of the downstream of tet operon. As a result, once the engineered bacteria enter the open sea and perceive blue light, they will automatically initiate the suicide program, reducing the risk of horizontal gene transfer.
In spired by that, we designed a blue light-inducible genetic self-destruction circuit to prevent the spread of engineered bacteria in the marine environment:
When light (about 465 nm light irradiation) is absent, the tetR repressor binds tightly to the operator preventing transcription by RNA polymerase.
Fig9. The gene circuit has no transcription without light.
When cells are under about 465 nm light irradiation, the LOVdeg tag promotes the degradation of the tetR repressor protein. This allows transcription by RNA polymerase.
Fig10. TetR-LOVdeg is degraded irradiated by blue light.
This initiates the downstream expression of the mazF toxin gene, triggering programmed cell death.
Fig11. The gene circuit finally initiates because of the removement of the repressor.
To achieve functional collaboration, we firstly introduced outer membrane-anchored nanobody–antigen(Nb-Ag) pairs into E. coli. Not only does it promote spontaneous adhesion, but it also enables the creation of programmable assembly patterns within the living biofilm[7].
The Ag-Nb system, a synthetic bacterial cell-cell adhesion toolbox, enables controlled
multicellular self-assembly via specific nanobody-antigen interactions. It regulates adhesion specificity
and mediates diverse morphologies and patterns compatible with cell growth.
In light of this property,
we developed a strategy for bacterial functional partitioning in biofilms, seeking to achieve a biofilm that is
both multifunctional and
programmable. Its two specific functions are described in detail below.
Fig12. The concept of programmable biofilm.
We have also designed a model to assist researchers in selecting biofilm structures to evaluate the performance of different biofilm structures.
The construction of a polycistronic construct harboring the Ag43 and OmpA genes to enhance Escherichia coli biofilms relies fundamentally on the functional complementarity of these two proteins. Specifically, Ag43, a self-recognizing surface adhesin, promotes intercellular aggregation via its α-domain to increase bacterial density; it also exhibits cross-species biofilm-enhancing activity and the ability to enhance surface colonization through glycosylation, thereby serving as the primary foundation for biofilm formation[7][8][9]. In contrast, OmpA—a highly conserved outer membrane protein—facilitates the translocation of extracellular matrix (ECM) components to maintain biofilm structural stability[10]. It further regulates surface colonization capacity by repressing cellulose production via the CpxRA two-component system and aids horizontal gene transfer to enhance biofilm stress tolerance, ultimately sustaining biofilm maturation and stability on the hydrophobic surface(like our MBBR made of PLA)[11].
Fig13. Ideal stage progression for biofilm growth.
Fig14. Initial biofilm formation.
Beyond the passive adhesion of Ulva spores relying on hardware operational modes and the intrinsic physicochemical properties of biofilms, a more effective approach is required to promote the spontaneous settlement of spores onto our biofilms. This necessity arises because actively settling spores release the contents of their adhesive vesicles, enabling them to anchor more firmly to the biofilm matrix.
It has been observed that arginine-rich oligopeptides exhibit strong interactions with Ulva spores[12], inducing multiple forms of spore settlement. Inspired by this finding, we aim to fuse such small-molecule oligopeptides with the common E. coli extracellular platform CsgA. This strategic fusion is intended to endow the biofilm with the capability to actively induce spore settlement, thereby enhancing the efficiency and stability of spore adhesion through a biologically mediated mechanism.
Fig15. Sketch map of spores sedimentation.
[1] Zhang, X. et al. (2022). A review of physical, chemical, and biological green tide prevention methods in the Southern Yellow Sea. Marine Pollution Bulletin, 180, p.113772. doi: 10.1016/j.marpolbul.2022.113772.↩︎
[2] Kang, P.J. and Nam, K.W. (2016). Effects of temperature and irradiance on growth of Ulva prolifera (Chlorophyta). Korean Journal of Fisheries and Aquatic Sciences, 49(6), pp.845-848. doi:10.5657/KFAS.2016.0845.↩︎
[3] Zhang, Y. et al. (2019). Ulva prolifera green-tide outbreaks and their environmental impact in the Yellow Sea, China. National Science Review, 6(4), pp.825-838. doi: 10.1093/nsr/nwz026. ↩︎
[4] Zhao, X. et al. (2019). Cooperation between photosynthetic and antioxidant systems: an important factor in the adaptation of Ulva prolifera to abiotic factors on the sea surface. Frontiers in Plant Science, 10, Article 648. doi: 10.3389/fpls.2019.00648.↩︎
[5]Kapardar,K. et al. (2010) ‘Identification and characterization of genes conferring salt tolerance to Escherichia coli from pond water metagenome’, Bioresource Technology, 101(11), pp. 3917–3924. doi: 10.1016/j.biortech.2010.01.017.↩︎
[6]Nathan Tagueet al. (2024) ‘Light-inducible protein degradation in E. coli with the LOVdeg tag’, eLife, 12. doi:10.7554/eLife.87303.↩︎
[7]Klemm, P., Hjerrild, L., Gjermansen, M. & Schembri, M.A. (2004) 'Structure-function analysis of the self-recognizing Antigen 43 autotransporter protein from Escherichia coli', Molecular Biology, 51(1), pp. 283-296. doi: 10.1046/j.1365-2958.2003.03833.x.↩︎
[8]Sherlock, O., Dobrindt, U., Jensen, J.B., Vejborg, R.M. & Klemm, P. (2006) 'Glycosylation of the Self-Recognizing Escherichia coli Ag43 Autotransporter Protein', Journal of bacteriology, 188(5), pp. 1798-1807. doi:10.1128/JB.188.5.1798-1807.2006.↩︎
[9] Reidl, S. et al. (2009) 'Impact of O-glycosylation on the molecular and cellular adhesion properties of the Escherichia coli autotransporter protein Ag43', International Journal of Medical Microbiology, 299(6), pp. 389-401. doi: 10.1016/j.ijmm.2009.01.001. ↩︎
[10] Orme, R., Douglas, C.W.I., Rimmer, S. and Webb, M. (2006) 'Proteomic analysis of Escherichia coli biofilms reveals the overexpression of the outer membrane protein OmpA', Proteomics, 6, pp. 4269–4277. doi: 10.1002/pmic.200600193.↩︎
[11] Ma, Q. and Wood, T.K. (2009) ‘OmpA influences Escherichia coli biofilm formation by repressing cellulose production through the CpxRA two-component system’, Environmental Microbiology, 11(10), pp. 2735-2746–2746. doi:10.1111/j.1462-2920.2009.02000.x.↩︎
[12] Ederth, T. et al. (2009) ‘Interactions of Zoospores of Ulva linza with Arginine-Rich Oligopeptide Monolayers’. Available at: https://search.ebscohost.com/login.aspx?direct=true&db=edsoai&AN=edsoai.on1234364910&site=eds-live&scope=site (Accessed: 5 October 2025). ↩︎