Projects

Final projects:

  • Growable Impedance-sensitive surface from Bacterial Cellulose via Tyr1-Mediated Eumelanin Student: Vivien Roussel (Committed Listener - Paris, FR) TA : Ahmad Hader (Lifefabs - London node) Table of Contents SECTION 1 ABSTRACT SECTION 2 — PROJECT AIMS

Subsections of Projects

Individual Final Project

cover image cover image

Growable Impedance-sensitive surface from Bacterial Cellulose via Tyr1-Mediated Eumelanin

Student: Vivien Roussel (Committed Listener - Paris, FR)
TA : Ahmad Hader (Lifefabs - London node)


Table of Contents


SECTION 1

ABSTRACT

Problem Most interactive devices are fabricated by embedding electronics into passive substrates, separating material formation from functional behavior. This project investigates whether electrochemical properties can instead emerge directly through biological growth by engineering Komagataeibacter rhaeticus, a cellulose-producing bacterium, to synthesize eumelanin within its extracellular matrix.

Objective The goal is to explore bacterial cellulose not as a passive scaffold, but as a programmable morphogenetic material capable of developing spatially differentiated impedance behaviors during growth.

Hypothesis The project hypothesizes that genetically mediated eumelanin production inside the cellulose network will locally modify the material’s electrochemical and ionic properties, producing measurable changes in AC impedance under different environmental conditions such as hydration and pressure. Rather than relying on conductive fillers or post-processing approaches, the material functionalization is expected to emerge directly from metabolic activity and environmental modulation.

Methods To test this hypothesis, a codon-optimized tyr1 tyrosinase expression cassette derived from Bacillus megaterium will be designed in Benchling and prepared for synthesis and transformation into K. rhaeticus. A two-step development protocol will then be used to activate melanin production through controlled pH and copper exposure.

Liquid-handling automation (Opentrons) will spatially distribute reagents across the pellicle in order to generate differentiated electrochemical regions.

Finally, electrochemical impedance and imaging will be used to characterize how growth, hydration, and localized melanin formation influence the resulting material properties.

Expected outcome The project ultimately explores growth itself as a fabrication process for generating responsive and spatially programmable living materials.


SECTION 2 — PROJECT AIMS

Aim 1 — Genetic Engineering and Biological Validation of a Melanin-Producing Cellulose Chassis

Objective: Engineer Komagataeibacter rhaeticus to express the tyr1 tyrosinase gene and validate biologically induced eumelanin production within a living bacterial cellulose matrix.

Rationale: This aim establishes the biological foundation of the project by adapting the melanin-production strategy demonstrated by Walker et al. toward electrochemically functional living materials. While previous work primarily investigated pigmentation and coloration, this project explores whether localized eumelanin integration within bacterial cellulose may generate measurable electrochemical differences across the material.

Approach: A codon-optimized tyr1 expression cassette derived from Bacillus megaterium was designed in Benchling for expression in K. rhaeticus. The construct includes:

PartFunction
pJ23104Strong constitutive promoter driving transcription
RBSRibosome binding site initiating translation
tyr1 CDSTyrosinase coding sequence from Bacillus megaterium
Stop codonTerminates translation
TerminatorTerminates transcription

The construct is intended to be synthesized through Twist Bioscience and assembled into a broad-host-range plasmid compatible with K. rhaeticus using either Gibson Assembly or the modular Komagataeibacter Tool Kit (KTK) Golden Gate system described by Walker et al.

Following plasmid assembly, the engineered construct would be introduced into K. rhaeticus through electroporation and antibiotic selection.

flowchart TD

A["Tyr1 sequence<br/>Bacillus megaterium"]
--> B["Codon optimization<br/>for K. rhaeticus"]
--> C["Expression cassette assembly"]

C --> C1["Promoter<br/>pJ23104"]
C --> C2["RBS<br/>BBa_B0034"]
C --> C3["Optimized tyr1 CDS"]
C --> C4["Terminator<br/>BBa_B0015"]

C --> D["DNA synthesis<br/>Twist Bioscience"]
D --> E["Broad-host plasmid assembly"]
E --> F["Electroporation into<br/>K. rhaeticus"]
F --> G["Biological validation"]

Link to my Benchling) ==> Benchling

image imageimage imageimage image

Biological validation will include: Validation would include:

colony PCR and sequencing, confirmation of plasmid integration, induction of melanin production using L-tyrosine and Cu²⁺ supplementation, and visual characterization of pigmentation within the cellulose pellicle.

Because K. rhaeticus naturally acidifies its environment (pH < 4), melanin induction is expected to occur during a secondary development phase in buffered neutral conditions (~pH 7.4) supplemented with copper ions and L-tyrosine, following the activation strategy described by Walker et al.

If successful, the engineered pellicle is expected to progressively darken through localized eumelanin production.

image image

Expected Outcome

The expected outcome is the generation of a living cellulose-producing chassis capable of controlled eumelanin synthesis, establishing the biological basis for subsequent spatial functionalization and electrochemical characterization aims.

image image

Objective: Generate spatially differentiated electrochemical regions within living bacterial cellulose by controlling biochemical gradients during and after growth.

Rationale: While Aim 1 establishes the biological production of eumelanin within bacterial cellulose, Aim 2 investigates how environmental modulation and spatial biochemical distribution may influence the emergence of heterogeneous material properties. Rather than treating biological variability as noise to eliminate, this aim explores growth, diffusion, and metabolism as programmable fabrication parameters.

Approach: The project combines a two-step melanin induction protocol with robotic liquid handling in order to spatially functionalize the living cellulose matrix.

Growth Phase Engineered K. rhaeticus cultures produce a cellulose pellicle under standard acidic growth conditions, allowing bacterial cellulose self-assembly through glucan extrusion and microfibril organization.

Development Phase Following pellicle formation, the material is transferred into buffered neutral conditions (pH ~7) supplemented with:

  • L-tyrosine (substrate),
  • and Cu²⁺ ions (tyrosinase cofactor), thereby activating Tyr1-mediated eumelanin synthesis within the cellulose network.

Spatial Programming: An Opentrons liquid-handling robot is used to deposit controlled spatial gradients of copper ions and nutrients across the pellicle surface. These gradients act as morphogenetic parameters capable of influencing local melanin formation and generating heterogeneous electrochemical regions within the material.

Rather than minimizing biological variability, automation is used here as a tool to explore how:

  • diffusion,
  • metabolism,
  • hydration,
  • and environmental gradients shape the emergence of localized material behaviors across a living matrix.

Morphogenetic Spatial Programming

flowchart LR
A[Komagataeibacter Cell]
--> B[Glucan Extrusion]
--> C[Microfibril Formation]
--> D[Ribbon Assembly]
--> E[Pellicle Formation]
--> F[Localized Melanin Integration]
--> G[Differentiated Impedance Landscape]

This aim investigates how bacterial cellulose morphogenesis, biochemical diffusion, and localized eumelanin synthesis may collectively generate differentiated electrochemical states within a growing living material.

image image image image


Aim 3 — Impedance-Based Characterization and Electrochemical Readout

Objective: Characterize how biologically induced eumelanin production influences the electrochemical behavior and impedance response of living bacterial cellulose.

Rationale: Rather than attempting to transform bacterial cellulose into a highly conductive electronic material, this aim investigates whether biological growth and localized melanin integration can generate measurable electrochemical differences within the cellulose matrix. The project approaches impedance not as a binary conductive/non-conductive property, but as a dynamic readout reflecting hydration, ionic mobility, pressure, and material organization.

Approach: The electrochemical behavior of engineered pellicles will be evaluated using electrochemical impedance spectroscopy (EIS) under varying environmental and mechanical conditions.

Instead of relying on direct DC conductivity measurements—which require continuous metallic-like conductive pathways—the project focuses on low-voltage AC impedance measurements capable of capturing subtle variations in:

  • hydration,
  • ionic transport,
  • pressure-dependent deformation,
  • and local electrochemical state.

Using either a 2-electrode or 4-electrode measurement setup, impedance measurements will compare:

  • wild-type bacterial cellulose controls,
  • and Tyr1-expressing melanin-enriched pellicles.

Actualy I’ve already build electrodes sensors for Kombucha for a previous project: Signals are amplified by an AD620 amplifier and converted by an ADS1115 ADC for digital processing. An Arduino Nano transmits the data to a Raspberry Pi 4, which runs a visualization engine server.

Measurements will be performed under:

  • dry versus hydrated conditions,
  • varying compression states,
  • and spatially differentiated melanin distributions generated through Aim 2.

The objective is to determine whether genetically mediated material functionalization can produce measurable impedance gradients and heterogeneous electrochemical responses across the living matrix.

Impedance Readout Workflow

flowchart LR
A[Biological Growth]
--> B[Material Organization]
--> C[Hydration and Ionic Structure]
--> D[Localized Electrochemical State]
--> E[Impedance Response]
--> F[Signal Readout]

This aim ultimately explores impedance spectroscopy as a low-energy readout layer capable of revealing otherwise invisible biological and material dynamics during growth.

image image

SECTION 3 — BACKGROUND

3.1 Engineered bacterial cellulose

Walker et al. demonstrated that Komagataeibacter species can be genetically engineered to produce functionalized bacterial cellulose materials through heterologous protein expression. Their work on self-pigmenting bacterial cellulose textiles showed that tyrosinase-mediated eumelanin production can be integrated directly into the cellulose matrix during growth, enabling biologically generated coloration rather than post-processing pigmentation.

Earlier work by Florea et al. established foundational genetic toolkits for engineering cellulose-producing bacteria, including modular plasmid systems and inducible gene expression strategies compatible with Komagataeibacter. Additional studies by Gilbert et al. expanded these approaches toward programmable living materials capable of distributed biological functionalities within engineered microbial systems.

Together, these studies demonstrate that bacterial cellulose can function not only as a structural biomaterial, but also as an engineerable biological fabrication platform.

  • Walker KT, Goosens VJ, Das A, Graham AE, Ellis T. Engineered cell-to-cell signalling within growing bacterial cellulose pellicles. Microb Biotechnol. 2019 Jul;12(4):611-619. doi: 10.1111/1751-7915.13340. Epub 2018 Nov 21. PMID: 30461206; PMCID: PMC6559020.

  • Walker, K.T., Li, I.S., Keane, J. et al. Self-pigmenting textiles grown from cellulose-producing bacteria with engineered tyrosinase expression. Nat Biotechnol 43, 345–354 (2025). https://doi.org/10.1038/s41587-024-02194-3

  • Florea M, Hagemann H, Santosa G, Abbott J, Micklem CN, Spencer-Milnes X, de Arroyo Garcia L, Paschou D, Lazenbatt C, Kong D, Chughtai H, Jensen K, Freemont PS, Kitney R, Reeve B, Ellis T. Engineering control of bacterial cellulose production using a genetic toolkit and a new cellulose-producing strain. Proc Natl Acad Sci U S A. 2016 Jun 14;113(24):E3431-40. doi: 10.1073/pnas.1522985113. Epub 2016 May 31. PMID: 27247386; PMCID: PMC4914174.

  • Gilbert, C., Tang, TC., Ott, W. et al. Living materials with programmable functionalities grown from engineered microbial co-cultures. Nat. Mater. 20, 691–700 (2021). https://doi.org/10.1038/s41563-020-00857-5

  • Min Yan Teh, Kean Hean Ooi, Shun Xiang Danny Teo, Mohammad Ehsan Bin Mansoor, Wen Zheng Shaun Lim, and Meng How Tan. An Expanded Synthetic Biology Toolkit for Gene Expression Control in Acetobacteraceae. ACS Synthetic Biology 2019 8 (4), 708-723. DOI: 10.1021/acssynbio.8b00168

3.2 Biohybrid interactive materials & artistic project

Recent work in Human-Computer Interaction and biohybrid systems has explored how living organisms and biological materials may contribute to interactive technologies. Nicolae and me, introduced biohybrid devices fabricated from growable materials, demonstrating how bacterial cellulose and other biomaterials can become part of interactive fabrication workflows. All this works are directly connected to ELM (Engineered Living Material) developped by Neri Oxman (Rachel Soo Smith, 2016), and epistemologically theorized by Nguyen around 2018.

Similarly, Adamatzky et al. investigated the electrical properties of kombucha mats as unconventional electronic substrates, showing that living microbial materials may exhibit measurable electrochemical behaviors. Bell et al. further explored living interfaces through microbiome-based interaction systems, highlighting the potential of biological matter as an active component of computational and sensory interfaces.

These projects collectively suggest a shift from passive substrates toward biologically active materials capable of sensing, adaptation, and emergent behaviors.

  • Nguyen, P., Botyanszki, Z., Tay, P. et al. Programmable biofilm-based materials from engineered curli nanofibres. Nat Commun 5, 4945 (2014). https://doi.org/10.1038/ncomms5945

  • P. Q.Nguyen, N.-M.Dorval Courchesne, A.Duraj-Thatte, P.Praveschotinunt, N. S.Joshi, Adv. Mater.2018, 30, 1704847. https://doi.org/10.1002/adma.201704847

  • R. S. H.Smith, C.Bader, S.Sharma, D.Kolb, T.-C.Tang, A.Hosny, F.Moser, J. C.Weaver, C. A.Voigt, N.Oxman, Hybrid Living Materials: Digital Design and Fabrication of 3D Multimaterial Structures with Programmable Biohybrid Surfaces. Adv. Funct. Mater.2020, 30, 1907401. https://doi.org/10.1002/adfm.201907401

  • Nicolae, M., Roussel, V., Koelle, M., Huron, S., Steimle, J., Teyssier, M. (2023). Biohybrid Devices: Prototyping Interactive Devices with Growable Materials. In Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST ‘23). Association for Computing Machinery, New York, NY, USA, Article 31, 1–15. https://doi.org/10.1145/3586183.3606774

  • Adamatzky, A., Tarabella, G., Phillips, N. et al. Kombucha electronics: electronic circuits on kombucha mats. Sci Rep 13, 9367 (2023). https://doi.org/10.1038/s41598-023-36244-8

  • Bell, F., Ramsahoye, M., Coffie, J., Tung, J., and Alistar, M.. (2023). ΜMe: Exploring the Human Microbiome as an Intimate Material for Living Interfaces. In Proceedings of the 2023 ACM Designing Interactive Systems Conference (DIS ‘23). Association for Computing Machinery, New York, NY, USA, 2019–2033. https://doi.org/10.1145/3563657.3596133

  • Roussel, V., Haute, L., Dhulster, P., Teyssier, M. Processes, Fabrication and Design with Kombucha Bacterial Cellulose: Mapping Practices (2023). Proceedings of the 28th International Symposium on Electronic Art, Le Cube Garges, Paris, France, May 16–21

  • soon : Roussel, V. Material Negotiations: Cultivating Bacterial Cellulose as Transitional Design Practice. In procedings of the 31st International Symposium on Electronic / Emerging Art (ISEA2026).

  • Asynchronous{kombucha}. Exhitited at Kapellica Gallery, Slovenia, supported by Kersnikiva Institute and Slovenia Ministry of Culture, 2025. Living Kombucha, tubes, electronics, 3D print pieces. Photo: Vivien Roussel. collaborator: Pierre-Alexis Ciavaldini. https://www.vivienroussel.com/asynchronous/

3.3 Novelty

While previous studies have explored engineered bacterial cellulose, biohybrid interfaces, and microbial electrical behaviors independently, no previous work has investigated whether genetically mediated eumelanin production inside bacterial cellulose can generate spatially differentiated impedance behavior during growth.

This project combines:

  • synthetic biology,
  • morphogenetic fabrication,
  • robotic spatial functionalization,
  • and electrochemical characterization to investigate whether biological growth itself can become a programmable fabrication process for electrochemically responsive materials.

Rather than optimizing bacterial cellulose as a conventional conductive biomaterial, the project explores impedance as a dynamic readout of localized biological and material organization.

image image

3.4 Ethics

This project explores living bacterial cellulose as a responsive material platform while maintaining a “readout-first” approach to biohybrid interfaces.

Rather than using electronics to actively control or override biological processes, electrochemical measurements are used only as observational tools to characterize material behavior during growth. This approach seeks to minimize risks associated with biological surveillance, excessive system autonomy, or closed-loop actuation in living materials.

Several biosafety and ethical precautions are integrated into the proposed workflow. The engineered K. rhaeticus strains are intended strictly for contained laboratory experimentation and material prototyping. Following experimentation, the bacterial cellulose pellicles would undergo a stabilization and deactivation process involving washing, partial drying, and heat treatment in order to prevent environmental persistence of engineered microorganisms.

The project also acknowledges broader uncertainties associated with programmable living materials, including unintended ecological interactions and challenges related to long-term containment. For this reason, the work prioritizes reversible, non-medical, and low-energy sensing applications rather than autonomous or self-propagating biological systems.


SECTION 4 — EXPERIMENTAL DESIGN

4.1 Experimental Timeline

WeekObjectivesDeliverables
1Literature review, Benchling design, codon optimizationExpression cassette design
2-3Twist Bioscience preparation, vector strategySynthesized construct
3-4Gibson Assembly / Golden Gate cloningFinal plasmid
3-4Electroporation into K. rhaeticusTransformed colonies
4-6Pellicle cultivation and development protocolPigmented cellulose
6–7PCR, sequencing, phenotypic validationValidation data
6–7AC impedance characterizationImpedance curves
7-8Documentation and presentationFinal HTGAA project
4.2 workflow

The experimental workflow is organized into four major phases: genetic design, biological transformation, material functionalization, and electrochemical characterization.

4.1 Genetic Design and DNA Assembly

A codon-optimized tyr1 tyrosinase sequence derived from Bacillus megaterium is designed in Benchling for expression in Komagataeibacter rhaeticus. The expression cassette includes:

constitutive promoter (pJ23104), ribosome binding site (BBa_B0034), optimized tyr1 coding sequence, and transcription terminator (BBa_B0015).

The construct is prepared for synthesis through Twist Bioscience and assembled into a broad-host-range plasmid compatible with K. rhaeticus using either Gibson Assembly or Golden Gate assembly through the Komagataeibacter Tool Kit (KTK).

Expected Result: Generation of a complete plasmid construct suitable for transformation into cellulose-producing bacteria.

4.2 Transformation and Biological Validation

The assembled plasmid is introduced into K. rhaeticus through electroporation followed by antibiotic selection. Colony PCR and sequencing are used to validate successful plasmid integration and confirm sequence integrity.

Following transformation, engineered strains are cultivated in Hestrin–Schramm (HS) medium to produce bacterial cellulose pellicles.

Expected Result: Generation of transformed K. rhaeticus colonies capable of producing bacterial cellulose while carrying the tyr1 expression cassette.

4.3 Two-Step Material Functionalization

Because tyrosinase activity requires near-neutral pH conditions while K. rhaeticus naturally acidifies its environment, melanin production is induced through a secondary development phase.

The bacterial cellulose pellicle is transferred into a buffered solution (~pH 7.4) supplemented with:

L-tyrosine, CuSO₄, and controlled nutrient conditions.

An Opentrons liquid-handling robot is used to spatially distribute these reagents across the pellicle surface in order to generate localized melanin deposition patterns.

Expected Result: Formation of spatially heterogeneous eumelanin-enriched regions within the cellulose matrix.

4.4 Electrochemical Characterization

Electrochemical impedance spectroscopy (EIS) is used to evaluate how melanin integration influences the electrochemical behavior of the material.

Using 2-electrode or 4-electrode measurements, impedance responses are recorded under:

dry versus hydrated conditions, varying compression states, and different spatial melanin distributions.

Wild-type bacterial cellulose serves as the experimental control.

Expected Result: Detection of measurable impedance differences between wild-type and Tyr1-expressing bacterial cellulose, including spatially differentiated electrochemical responses.

flowchart TB

subgraph Row1 [ ]
direction LR
A[Benchling Design]
--> B[Codon Optimization]
--> C[Twist Bioscience Synthesis]
--> D[Gibson / Golden Gate Assembly]
--> E[Transformation into K. rhaeticus]
--> F[Pellicle Growth]
end
flowchart TB
subgraph Row2 [ ]
direction LR
G[Neutral pH Development Phase]
--> H[Cu²⁺ + L-Tyrosine Activation]
--> I[Spatial Gradient Deposition<br/>Opentrons]
--> J[Localized Eumelanin Formation]
--> K[Electrochemical Impedance]
--> L[Impedance Mapping and Analysis]
end

HTGAA Techniques and Methodologies Utilized

CategoryTechnique / MethodStatus
General Laboratory SkillsPipetting[ ]
General Laboratory SkillsLab Safety[x]
General Laboratory SkillsBioethical Considerations[x]
Molecular BiologyDNA Gel Art[x]
Molecular BiologyDNA Sequencing[x]
Molecular BiologyDNA Editing[x]
Molecular BiologyDNA Construct Design[x]
Molecular BiologyRestriction Enzyme Digestion[x]
Molecular BiologyGel Electrophoresis[x]
Molecular BiologyDNA Purification From Gel[ ]
Molecular BiologyDatabases (GenBank, NCBI, Ensembl, UCSC)[x]
AutomationLab Automation[x]
AutomationCreating Code for Laboratory Automation[ ]
AutomationUsing Liquid Handling Robots (Opentrons)[x]
AutomationDesigning a Twist Order[x]
AutomationPlan for Autonomous Lab at Ginkgo Bioworks[ ]
Protein DesignProtein Design[ ]
Protein DesignUse of Boltz or PepMLM[ ]
Protein DesignUse of Asimov Kernel[x]
Protein DesignUse of Benchling[x]
Protein DesignModels and Notebooks[x]
Protein DesignDatabases[x]
BioproductionBioproduction[x]
BioproductionChassis Selection (e.g., DH5alpha)[x]
BioproductionRegistry of Standard Biological Parts[x]
BioproductionPlasmid Preparation[x]
BioproductionBacterial Culturing[x]
BioproductionQuality Control / Analysis[x]
BioproductionBacterial Processing[ ]
Cell-Free SystemsCell-Free Reactions[x]
Cell-Free SystemsFreeze-Dried Cell-Free Systems[ ]
Cell-Free SystemsminiPCR Tools[ ]
Cell-Free SystemsProtein Purification[ ]
DNA AssemblyGibson Assembly[x]
DNA AssemblyPrimer Design or Selection[x]
DNA AssemblyPCR Reactions[x]
DNA AssemblyOther Cloning Methods (Golden Gate / Restriction Digest)[x]
CRISPRCRISPR/Cas9[ ]
CRISPRDesigning Prime Editing gRNA[ ]

SECTION 5 - validation / risk

5. Validation Strategy

To validate the successful application of synthetic biology and material characterization techniques, the project includes three complementary validation layers: genetic validation, phenotypic validation, and electrochemical characterization.

5.1. DNA and Assembly Validation

The first validation stage focuses on confirming the successful assembly and integrity of the tyr1 expression construct.

Validation methods include:

PCR amplification of the inserted tyr1 cassette, gel electrophoresis to confirm expected fragment size, and sequence verification (Sanger or Nanopore sequencing) to ensure construct integrity and absence of assembly mutations.

These experiments validate that the engineered plasmid has been correctly assembled prior to transformation into K. rhaeticus.

Expected Result: Detection of the correctly sized DNA fragment corresponding to the tyr1 cassette and successful sequence confirmation of the assembled construct.

5.2 Phenotypic Expression Validation

Following transformation, engineered K. rhaeticus pellicles will be compared against wild-type bacterial cellulose controls.

After the two-step development protocol involving:

neutral pH conditions, L-tyrosine supplementation, and Cu²⁺ activation,

successful Tyr1 expression is expected to generate visible dark eumelanin pigmentation within the cellulose pellicle.

This phenotypic comparison serves as a direct indicator of enzymatic activity and biological functionality of the engineered pathway.

Expected Result: Visible darkening of Tyr1-expressing pellicles compared to non-pigmented wild-type controls.

5.3. Material Property Validation

The final validation stage investigates whether biologically produced eumelanin influences the electrochemical behavior of bacterial cellulose.

Electrochemical impedance spectroscopy (EIS) will compare:

wild-type cellulose, and Tyr1-expressing melanin-enriched cellulose

under varying:

hydration states, pressure conditions, and spatial melanin distributions.

The objective is to determine whether localized biological functionalization generates measurable impedance differences across the material.

Expected Result: Detectable impedance variations between wild-type and engineered bacterial cellulose, including hydration-dependent and spatially differentiated electrochemical responses.

5.4. Experimental Controls

SampleGenetic StateDevelopment ConditionPurposeExpected Result
WT BCWild-typeNo development bufferBaseline cellulose controlNeutral / non-pigmented cellulose
WT BC + Cu/TyrWild-typeCu²⁺ + L-tyrosineTests whether buffer alone causes pigmentationNo significant melanin production expected
Tyr1+ BCEngineeredNo Cu²⁺ / L-tyrosine activationTests whether tyr1 alone causes pigmentation under growth conditionsMinimal or weak pigmentation
Tyr1+ BC + Cu/TyrEngineeredCu²⁺ + L-tyrosine, pH ~7.4Main experimental conditionStrong eumelanin production expected
Tyr1+ BC HydratedEngineered + activatedHydrated stateTests hydration-dependent impedance responseLower impedance / higher ionic mobility
Tyr1+ BC DryEngineered + activatedDry or partially dried stateTests water dependence of impedanceHigher impedance / reduced ionic mobility
Tyr1+ BC PressedEngineered + activatedMechanical compressionTests pressure/touch sensitivityPressure-dependent impedance shift

5.6 Risks and Mitigation Strategies

RiskPotential CauseMitigation Strategy
Low transformation efficiencyThick bacterial membrane and low plasmid uptake in K. rhaeticusOptimize electroporation voltage, recovery conditions, and antibiotic selection
No melanin productionTyr1 activity inhibited under acidic growth conditionsUse a two-step development protocol with buffered neutral pH conditions and Cu²⁺ supplementation
Reduced cellulose productionMetabolic burden associated with heterologous Tyr1 expressionTest alternative promoter strengths or lower-copy plasmid systems
Weak impedance responseElectrochemical signal dominated by hydration and ionic contentCompare engineered samples against WT controls under standardized hydration conditions
Uneven melanin distributionDiffusion heterogeneity across the pellicleUse controlled spatial reagent deposition with Opentrons automation
Plasmid instabilityBroad-host-range vector incompatibility or loss during growthEvaluate multiple compatible vector systems (pBBR1, KTK toolkit vectors)
Limited electrochemical contrastInsufficient eumelanin concentration within cellulose matrixOptimize L-tyrosine concentration, Cu²⁺ levels, and development time
Biosafety and environmental persistenceSurvival of engineered bacteria after experimentationApply washing, drying, and heat-deactivation protocols before disposal

5.7. Expected Outputs and Project Status

CategoryStatusDescription
Genetic construct designCompletedCodon-optimized tyr1 expression cassette designed in Benchling for expression in K. rhaeticus
DNA synthesis preparationCompletedTwist Bioscience clonal gene synthesis workflow and vector strategy prepared
Experimental workflow architectureCompletedFull transformation, development, validation, and characterization pipeline established
Biological production protocolDesignedTwo-step pH-dependent melanin induction workflow defined
Spatial automation strategyDesignedOpentrons-based spatial gradient deposition and morphogenetic programming framework proposed
Electrochemical sensing frameworkDesignedAC impedance spectroscopy workflow and comparative measurement strategy established
Transformation into K. rhaeticusPendingWet-lab electroporation and antibiotic selection remain to be experimentally completed
Melanin-producing bacterial cellulosePendingRequires successful Tyr1 expression and activation under development conditions
Electrochemical impedance validationPendingComparative impedance characterization between WT and engineered pellicles remains experimental
Spatial impedance differentiationPendingValidation of localized electrochemical regions generated through gradient deposition remains experimental
Readout-first living interface conceptSpeculative / Future DirectionExploration of living materials as low-energy electrochemical sensing interfaces

SECTION 6 — RESULTS & EXPECTATIONS

This project primarily establishes a biological and experimental framework for investigating whether genetically mediated eumelanin production can influence the electrochemical behavior of bacterial cellulose. While the complete wet-lab validation pipeline remains ongoing, several measurable outcomes are expected based on the proposed workflow and existing literature.

6.1 Genetic Validation

Successful plasmid assembly and transformation are expected to produce detectable PCR amplification bands corresponding to the inserted tyr1 expression cassette.

Expected PCR Results :

  • Validation Step Expected Result
  • Colony PCR DNA band corresponding to the tyr1 cassette
  • Gel Electrophoresis Correct fragment size compared to ladder
  • Sequencing Verified construct integrity without mutations

If transformation is successful, sequencing should confirm the correct integration and assembly of the codon-optimized tyr1 construct.

6.2 Expected Melanin Production

Following the two-step development protocol under buffered neutral conditions supplemented with L-tyrosine and Cu²⁺, engineered pellicles are expected to progressively darken through eumelanin synthesis.

Expected Phenotypic Outcomes:

  • Sample Expected Appearance
  • WT BC White / translucent cellulose
  • WT + Cu/Tyr Minimal or no pigmentation
  • Tyr1+ BC Weak or partial pigmentation
  • Tyr1+ BC + Cu/Tyr Dark brown / black eumelanin pigmentation

Localized reagent deposition using the Opentrons system is expected to generate heterogeneous pigmentation patterns across the material surface.

6.3 Expected Electrochemical Behavior

The project does not aim to generate highly conductive bacterial cellulose, but rather to investigate whether eumelanin integration modifies impedance behavior and ionic transport within the living matrix.

Expected Impedance Trends:

  • Condition Expected Impedance Behavior
  • Hydrated pellicle Lower impedance due to increased ionic mobility
  • Dry pellicle Higher impedance due to reduced water content
  • Melanin-enriched regions Local impedance shifts relative to WT controls
  • Mechanical compression Pressure-dependent impedance variation

Spatially differentiated melanin deposition may produce measurable electrochemical heterogeneity across the pellicle surface.

6.4 Expected Impedance Curves

Electrochemical impedance spectroscopy (EIS) measurements are expected to show:

  • frequency-dependent impedance variation,
  • hydration-sensitive capacitive behavior,
  • and measurable differences between wild-type and engineered pellicles.

Rather than binary conductive states, the project expects gradual impedance modulation influenced by:

  • hydration,
  • ionic transport,
  • melanin concentration,
  • and material morphology.

6.5 Characterization Setup

The following instrumentation and experimental setups are proposed for electrochemical characterization:

  • Electrochemical Measurement
  • LCR meter or impedance analyzer
  • Oscilloscope-based acquisition system
  • Arduino or Teensy microcontroller integration
  • 2-electrode or 4-electrode measurement configuration
  • Copper electrode interfaces
  • Environmental and Mechanical Testing
  • Controlled hydration chamber
  • Dry versus hydrated comparison workflow
  • Compression setup for pressure-dependent measurements
  • Spatial impedance mapping across the pellicle surface

6.6 Expected Scientific Outcome

The expected outcome is not the creation of a high-performance electronic biomaterial, but rather the demonstration that biological growth, localized eumelanin synthesis, and environmental modulation may collectively generate differentiated electrochemical behaviors within a living cellulose matrix.

This project therefore investigates growth itself as a programmable fabrication process capable of producing responsive and spatially heterogeneous material states.

More broadly, this work extends my ongoing research exploring morphogenesis as a form of fabrication and material craft situated at the intersection of design, biology, and engineering. Through previous projects, I have developed methods for growing self-assembling bacterial cellulose artifacts, including wearable structures, pockets, shoes, and biohybrid interactive devices. This project investigates whether such morphogenetic fabrication processes can move beyond structural formation alone and toward the direct functionalization of the living material itself.

At the same time, the research explores the relational and more-than-human dimensions of fabrication with living systems. Rather than treating biological matter solely as a passive resource to optimize or extract, the project examines how sensing, growth, and material transformation may reveal alternative relationships between production, environment, and living processes.

These research directions have previously been explored through publications and exhibitions across design, HCI, and art-science contexts, including ISEA, UIST, CHI, TEI, and TTT.

SECTION 7 — ADDITIONAL INFO

7.1 Supply List and Estimated Budget

CategoryItemEstimated Cost
DNA synthesisTwist clonal gene / codon-optimized tyr1 cassette$150–400 ($0.09/bp)
Plasmid/vector workBroad-host-range vector, primers, cloning preparation$100–300
Assembly reagentsGibson Assembly Master Mix / Golden Gate reagents$200–500
PCR and validationPCR reagents, gel electrophoresis supplies, DNA ladder$100–250
SequencingSanger sequencing / construct verification$50–150
Bacterial culturingK. rhaeticus strain, E. coli cloning strain, media, antibiotics$150–400
ElectroporationCuvettes, recovery media, selection plates$100–250
Cellulose growthHS medium components, sterile containers, incubation supplies$100–250
Melanin developmentL-tyrosine, CuSO₄, phosphate buffer pH 7.4$100–250
Automation consumablesOpentrons tips, plates, reservoirs$150–500
Impedance characterizationElectrodes, wires, hydration chamber, compression setup$100–500
Measurement equipmentLCR meter / impedance analyzer$500–5,000+
Safety and disposalPPE, sterilization, deactivation supplies$50–150

If major equipment is already available:

~$1,300–3,500

Group Final Project

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