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Hardware

Abstract

In our project, the goal of the hardware system is to provide a safe, controllable, and low-cost delivery approach for light-controlled probiotic therapy targeting colorectal cancer.

We designed a magnetically controlled red-light suppository, capable of delivering stable 660 nm red light induction inside the intestine to trigger engineered bacteria expression. Meanwhile, the system also achieves excellent miniaturization, safety, and user experience.


The hardware underwent several rounds of iterative design — evolving from the initial prototype to three progressively optimized generations. Throughout this process, we continuously refined the design concept, fabrication method, operation procedure, and functional validation.

The final third-generation system not only adopted a spherical + bullet-shaped geometry to enhance patient comfort but also implemented a magnetic control switch at its core, ensuring precise light activation with low power consumption.


Through this series of developments, we demonstrated the deep integration of synthetic biology and hardware engineering, providing a feasible and patient-friendly tool for precise and gentle colorectal cancer therapy.


Abstract Diagram

Background and Need

Colorectal cancer (CRC) ranks among the highest in both global incidence and mortality. Traditional treatments — such as surgery, chemotherapy, and radiotherapy — often involve high invasiveness, severe side effects, and high recurrence rates.

Local therapies based on engineered probiotics have shown new potential, yet their efficacy depends critically on solving two core challenges: the delivery pathway and the induction method.


First, suppository delivery is the most suitable route for colorectal cancer patients. Compared to oral administration, suppositories bypass gastric acid and bile degradation, directly delivering therapeutic bacteria to the intestinal lesion. This avoids systemic overdose and minimizes microbiota imbalance, offering better efficacy and safety.


Second, our engineered bacteria rely on light induction — specifically 660 nm red light — to activate therapeutic gene expression. Therefore, we needed to design a hardware system capable of sustained red-light emission inside the intestine.

Integrating both drug delivery and optical activation in one device, the magnetically controlled red-light suppository became the optimal solution.

Background and Need Diagram

Stakeholder Feedback & Early Exploration

At the beginning of our hardware development, we did not immediately start fabrication. Instead, we conducted multiple rounds of stakeholder interviews and expert consultations, engaging with gastrointestinal specialists, surgeons, biology teachers, and members of the general public to discuss potential strategies for achieving localized and controllable light induction in colorectal cancer therapy.


Stakeholder Feedback & Early Exploration Diagram

These conversations helped us realize that hardware design must go beyond laboratory feasibility — it must also account for clinical practicality, patient comfort, safety, and engineering reliability. We also recognized that hardware development requires balancing multiple trade-offs: miniaturization vs. battery life, safety vs. control complexity, and so on.

Stakeholder Feedback & Early Exploration Diagram

Eventually, we summarized five key directions that became the foundation for our iterative design process.


Miniaturization

Doctors and patients both emphasized that the diameter should not exceed 1 cm, as larger sizes cause discomfort during insertion.

For a device containing a circuit board, LEDs, and a battery, this was a serious engineering constraint. As a high school team with primarily biological backgrounds, achieving such compact integration was particularly challenging — yet it directly determined our design direction.


Safety

Safety was the doctors’ top concern. Our early 3D-printed prototypes were hollow and fragile, prone to collapse under intestinal pressure.

We also considered traditional capsule-like designs, but they tended to prematurely melt at body temperature, exposing electronic components.

Eventually, we adopted a solid epoxy encapsulation, forming a dense, waterproof, and shock-resistant structure in a single pour — greatly enhancing safety.


Endurance

Physicians pointed out that bowel movement cycles typically occur within 24 hours, meaning the light must remain active for at least one full day.

Achieving long illumination duration while maintaining small size and limited battery capacity became a classic “trade-off between power and portability.”


Patient Experience

Patient and caregiver feedback reminded us that functionality alone was not enough — comfort and smooth delivery were equally vital.

Thus, we prioritized ergonomic considerations early on and continuously optimized insertion comfort across generations.


Control Method

This was the most complex and critical dimension. Since our engineered bacteria require red-light induction, the device needed a reliable on/off mechanism that functions inside the body.


  • Mechanical switches were impossible because of the fully sealed epoxy design.
  • Remote control systems were feasible but costly and inefficient — each suppository would require a dedicated controller, and the receiver’s standby mode would drain power continuously.
  • Temperature control (activation at 37 °C) was also discarded, as users and doctors could not confirm operation status before administration — posing potential safety risks.
Control Method Diagram

After extensive comparison, we were inspired by a simple real-life detail — a Gundam model whose eyes could light up under a magnetic trigger.Borrowing this idea, we incorporated a Hall sensor into our circuit, allowing magnetic fields to toggle the light between on/off states.


Control Method Diagram

This method offers three major advantages:

  • Miniaturization: Hall sensors are extremely compact, suitable for embedded designs.
  • Safety: The epoxy encapsulation does not block magnetic signals, maintaining both sealing and control.
  • Low Power Consumption: Unlike remote receivers, Hall sensors only respond to magnetic changes, minimizing standby energy loss.


Prototype I

Design Concept

The goal of the first-generation system was to validate, through the most direct and simple engineering approach, the key step of our therapy: providing a stable 660 nm red light to engineered bacteria inside the body.

To reduce the initial engineering complexity and accelerate verification, we adopted a modular architecture:


  • Electronic light module (left): A fully epoxy-encapsulated electronic “suppository,” integrating a miniature PCB, 660 nm red LEDs, a Hall sensor, and a button battery. After external magnetic pre-activation, the light remains constantly on inside the body. This version does not include shutdown control.
  • Drug delivery module (right): A single-use injector containing a sterile gel mixed with lyophilized engineered bacteria. After inserting the light capsule, the gel is injected at the same site, achieving localized release and colonization of the bacteria.

Design Concept Diagram

The strategic focus of this version was clear: to first decouple “light control” from “drug delivery,” and achieve a minimal functional loop connecting “light induction” and “local release.” Later optimization would focus on size, shape, and integration.


Structure and Fabrication Method

Overall structure

The final product was a cylindrical electronic suppository (diameter > 1 cm, length several centimeters), designed for ease of molding and quality control.Its surface was smooth and rounded, while the interior was completely sealed with epoxy, ensuring long-term insulation and structural integrity in humid or pressurized environments.

Structure and Fabrication Method Diagram

Electronic Light Module

Core Components

  • Red LED (660 nm): Triggers the light-controlled system in engineered bacteria. Two LEDs (2× configuration) were used to balance brightness and power consumption.
  • Hall sensor: Detects magnetic field changes and serves as the activation trigger.To match the logic of “external pre-activation → continuous illumination after magnet removal,” the circuit used a magnetic latch-on design — one magnetic trigger switches the device on, remaining active until the battery depletes.
  • Power supply: A button battery (compact and easy to seal), paired with a current-limiting/driver circuit to extend operation time.
  • Driver and current limiting: Includes resistors and low-loss transistors/drivers to maintain constant current for the LEDs, minimizing heat and energy waste.


PCB and Soldering

  • A small single/double-layer PCB was used, with short and thickened traces on power loops to reduce voltage drop and heat loss.
  • After soldering, continuity and magnetic activation tests were performed on a bench before encapsulation (see “Functional Verification”).

Structure and Fabrication Method Diagram Figure. Assembly and Measurements of the Core Electronic Module (Pre-Encapsulation Stage)(A) Student soldering the miniature circuit board during module assembly.(B) The completed board measures 9.8 mm in width.(C) The module thickness is 5.0 mm.(D) Button-cell battery configuration — the battery is inserted laterally and can be removed with a toothpick for assistance.(E) Final appearance of the dual-LED circuit before epoxy encapsulation.

Encapsulation (Epoxy Casting) and Molding

  • Positioning: The pre-tested PCB was fixed inside a dedicated mold, aligning the LED output face with the central axis.
  • Epoxy injection: Applied in 2–3 small batches, with air bubble removal by pin-pricking or low-speed centrifugation to prevent voids; continued until all circuits were fully covered.
  • Curing and finishing: Cured at room or low temperature (depending on resin type). After demolding, the capsule edges were trimmed and rounded, and the light-emitting surface was polished for smoothness.
  • Sealing test: Insulation between surface and end cap was confirmed by multimeter; LEDs were re-tested for functionality after encapsulation.
Structure and Fabrication Method Diagram

Drug Delivery Module

  • Preparation and filling: Under sterile conditions, lyophilized engineered bacteria were evenly mixed with sterile gel and filled into single-use injectors (with blind/sealed caps).
  • Labeling and storage: Each batch was labeled with ID and filling time, stored at low temperature and protected from light.
Structure and Fabrication Method Diagram

Usage (External Activation → Two-Step Delivery)

  • Preparation: Gloves, lubricant, and alcohol wipes; inspect injector and electronic suppository for integrity.
  • External magnetic activation: Bring a small permanent magnet near the sensing end of the suppository; the Hall sensor triggers, LEDs turn on steadily; confirm visually that illumination is uniform and stable.
  • Two-step delivery:Step 1: Slowly insert the electronic suppository into the rectum to an appropriate depth.
  • Step 2: Use the injector to push the bacterial gel around the suppository for local coverage.

Post-use: The device continues to emit light inside the intestine until the battery depletes or it is naturally excreted during the next bowel movement. No shutdown is performed in this version.

Functional Verification (Testing Design, Procedure, and Observations)

Magnetic Control Response and Stable Illumination Test

To verify the reliability and consistency of magnetic pre-activation, we conducted a series of bench-top experiments. The suppository was fixed on a stand, and a permanent magnet was gradually brought close to the sensor end from a distance of 1–3 cm.

A total of 50 activation trials were performed. In 43 cases, the device was successfully triggered with a single magnetic approach, while 49 out of 50 were activated within two attempts. Most devices responded rapidly, achieving successful illumination within 5–10 seconds after exposure to the magnetic field.

Once the magnet was removed, the device remained continuously lit, demonstrating a stable activation mechanism without flickering, delay, or false triggering. These results confirm the high reliability and responsiveness of the magnetic control system.


Compression and Drop Impact Tests

To evaluate the mechanical robustness and encapsulation integrity of the device, we conducted both compression and drop impact tests under realistic stress conditions.


For the compression test, each suppository was placed on a solid concrete surface and subjected to the weight of a two-ton vehicle, which rolled over it twice — once with the front wheels and once with the rear. Despite the extreme load, the device surface showed no cracks, deformation, or leakage, and the LEDs continued to illuminate normally after the test. This demonstrated that the resin encapsulation provides outstanding protection against external mechanical stress.


For the drop impact test, the suppository was released vertically from a height of approximately 12 meters (about four floors) onto a hard ground surface. Even after repeated drops, the device remained fully functional — the magnetic control worked properly, the illumination remained stable, and no internal detachment or solder loosening was observed.


These results confirm that our epoxy-encapsulated hardware exhibits excellent resistance to pressure and shock, ensuring reliability during handling, transportation, and potential in-body compression. The performance strongly supports its suitability for future intestinal delivery applications.


A demonstration video of both the compression and drop tests is available for reference.

Continuous Illumination Endurance, Thermal Safety, and Waterproof Performance Test

To comprehensively evaluate the operational stability of our electronic suppositories, we conducted a combined test on 10 samples to measure illumination endurance, surface temperature response, and waterproof integrity under prolonged operation.


Each suppository was magnetically activated and placed inside a dark, ventilated enclosure at room temperature (≈25 °C). Continuous illumination was recorded using time-lapse photography, and tactile assessment was used to evaluate temperature rise. For waterproof testing, the same devices were fully immersed in water for several minutes while remaining in the light-on state, then removed, wiped dry, and re-examined for functionality.


Across all ten tests, every device remained functionally stable, showing consistent light emission, no detectable warmth or overheating, and no electrical or mechanical failure after immersion.

Brightness typically began to decrease after approximately 20 hours, with complete light-off occurring around 35 hours. These results confirm that the devices meet endurance and safety requirements for in-body operation lasting over one bowel cycle (~24 hours).

Sample No. Brightness Drop Start (h) Light-off Time (h) Surface Temperature Post-Immersion Functionality
1 20 35 No warmth detected Normal after immersion
2 19 33 No warmth detected Normal after immersion
3 21 34 No warmth detected Normal after immersion
4 20 36 No warmth detected Normal after immersion
5 22 35 No warmth detected Normal after immersion
6 19 34 No warmth detected Normal after immersion
7 21 35 No warmth detected Normal after immersion
8 20 36 No warmth detected Normal after immersion
9 20 34 No warmth detected Normal after immersion
10 21 35 No warmth detected Normal after immersion
Average observation:
  • Brightness decline begins at ~20 hours
  • Complete light-off at ~35 hours
  • No perceptible surface heating during operation
  • 100% waterproof stability after immersion test (There will be a video later.)

These integrated results demonstrate that our encapsulated hardware maintains long-term illumination (> 24 h), thermal safety, and excellent waterproof sealing, confirming the overall reliability of the epoxy-encapsulated design for practical use.


Results and Findings

Key Achievements
  • Successfully implemented the magnetic pre-activation → constant illumination control logic.
  • The epoxy encapsulation demonstrated reliable pressure resistance, waterproofing, shockproofing, and insulation.
  • Achieved the ≥ 24-hour continuous operation endurance goal.
  • The separate “light source + drug” design proved operable and reproducible, laying the foundation for later integrated versions.

From Presentation to Reflection — Learning and Iteration through SynBio Challenges 2025

Our team was invited as the only high school representative to participate in SynBio Challenges 2025, the largest synthetic biology innovation competition in China.During the event, we presented our first-generation hardware design, shared our research experience, and engaged in in-depth discussions with university teams and experts across the country.


Through these exchanges, combined with our own reflections, we identified several key issues with our first prototype:

  • The diameter exceeded 1 cm, leading to limited patient comfort and clinical feasibility;
  • The two-step drug and hardware delivery process was overly complicated;
  • The external form lacked ergonomic optimization.

From Presentation to Reflection — Learning and Iteration through SynBio Challenges 2025 Diagram

These insights directly guided our transition from the first to the second generation, focusing on further miniaturization, integration of drug and hardware, and improved user experience to better fit real-world clinical applications.


Prototype II

Design Concept

In the first-generation system, we successfully demonstrated the feasibility of “external magnetic activation → continuous illumination inside the body.”

The light source was able to stably emit 660 nm red light within the intestine. However, we also identified clear problems: the patient needed to deliver the light source and the drug separately.This two-step operation was cumbersome and not patient-friendly — for many colorectal cancer patients, any additional step increases discomfort and even psychological burden.

Therefore, enabling the simultaneous delivery of both drug and light source became our primary design goal for the second generation.

Design Concept Diagram

This new structure allows the patient to complete illumination and drug release in a single insertion. In other words, the second-generation system was the first to achieve a single-step therapeutic pathway, greatly improving operational simplicity and clinical feasibility.



Structure and Fabrication Method

Electronic Light Module (Head Section)

The head design remained largely consistent with the first generation, continuing to use integrated epoxy encapsulation for pressure resistance, waterproofing, and electrical insulation.We maintained the dual 660 nm LED configuration and Hall sensor–based magnetic activation.

Unlike the first generation, the mold for the head was refined to a smaller diameter with smoother transitions along the edges, better matching the tail section and improving insertion comfort.


Drug Carrier Module (Tail Section)

The tail section used stearic acid as the primary base material. Stearic acid is a common pharmaceutical excipient known for its high safety and ability to soften and melt gradually at 37 °C, making it ideal as a local drug-release carrier.

Under sterile conditions, we mixed lyophilized engineered bacteria with melted stearic acid, then quickly injected the mixture into the tail mold.

As stearic acid solidifies rapidly at room temperature, the bacteria were uniformly embedded within the matrix.

After entering the intestine, the tail gradually softens and releases the bacteria, ensuring localized colonization at the target site.


Integrated Molding Process

The second-generation suppository was produced by stepwise casting and curing within a single mold.

1、Inject epoxy resin into the head region to form a stable electronic light core and allow it to cure fully.

2、Without removing the head, inject stearic acid containing lyophilized bacteria into the tail region of the same mold.

3、After both materials are cured, perform unified demolding to obtain the final integrated product.

This process naturally bonded the light head and drug tail inside the mold, avoiding any post-assembly seams and resulting in a compact, structurally unified suppository.


Structure and Fabrication Method Diagram

Appearance and Dimensions

Compared to the first generation, the second-generation suppository had a smaller diameter, approaching the target of ≤1 cm.

Although slightly longer overall, the head-to-tail ratio was more balanced: the head volume was reduced while the drug-loaded tail was enlarged.

Visually, it more closely resembled clinically common slender suppositories, with improved ergonomics and usability.


Appearance and Dimensions Diagram

Usage Procedure

The second-generation system greatly simplified the operation process.

1、External Activation: The patient or caregiver places a small magnet near the head region to trigger the Hall sensor, turning the LED on steadily. Light activation is confirmed visually. 2、Lubrication and Insertion: Apply an appropriate amount of lubricant to the surface and gently insert the suppository into the rectum to a suitable depth. 3、In-Body Release: Inside the intestine, the stearic acid tail gradually softens and melts, releasing the lyophilized bacteria locally; at the same time, the head emits continuous 660 nm red light, providing a stable optical induction signal for the bacteria. 4、Excretion: The device remains illuminated until it is naturally excreted during the next bowel movement.
Usage Procedure Diagram

Compared with the first generation, the second generation no longer requires a separate injection of the bacterial gel after insertion — the entire process is now more direct and seamless.


Function Verification — Waterproof and Stearic Acid Dissolution Test (Generation II)

In the second-generation hardware verification, we tested both the waterproof performance and the dissolution behavior of the stearic acid tail.

The suppository was placed in water at 37 °C under the light-on state. After about five minutes, the stearic acid tail began to soften and gradually disintegrate, showing a stable and uniform dissolution process.

Even after the tail had partially dissolved, the device continued to emit red light normally, demonstrating excellent waterproofing and operational stability.

However, the remaining separated edge of the resin head became visible after dissolution, suggesting a potential risk of intestinal irritation — an issue later improved in the next generation.


Function Verification — Waterproof and Stearic Acid Dissolution Test (Generation II) Diagram Function Verification — Waterproof and Stearic Acid Dissolution Test (Generation II) Diagram

During testing, we visually observed the gel-like material in the tail gradually dissolving and spreading around the suppository.This confirmed that the second-generation system achieved synchronous release and illumination — while the drug was being released, the light source remained stably on, providing the necessary optical signal for bacterial activation.

This experiment strongly validated the feasibility of coordinated drug-light release in the second-generation design.


User-Centered Reflection — Insights from Elderly Care Professionals

After completing our second-generation hardware, we wanted to gather authentic user feedback to better understand its clinical practicality. However, since our device is a medical prototype designed for rectal administration, it was ethically impossible for us, as high school students, to conduct real human testing.


To overcome this limitation, we reached out to Dashu Elderly Care Co., Ltd., one of Beijing’s leading integrated home-based elderly care providers. We invited the head nurse, who has over a decade of hands-on experience caring for colorectal cancer patients, to our school for an in-depth discussion.


Through her professional insights — combined with our experimental observations — we identified several practical challenges that might occur during real use:


  • Residual edges after dissolution: The flat resin surface exposed after stearic acid melts could potentially irritate intestinal mucosa.
  • Limited ergonomic compliance: Although smaller than the first generation, the head still requires significant pushing force, suggesting a need for smoother geometry.
  • Fixed light intensity: The light source cannot yet adapt to individual patients or lesion locations, reducing personalization.

User-Centered Reflection — Insights from Elderly Care Professionals Diagram

This collaboration allowed us to gain indirect but valuable clinical perspectives, guiding our transition toward a more refined and patient-centered third-generation design.


Prototype III

Design Objectives and Overall Concept

The second-generation system achieved key progress in integrated delivery and synchronous in-body release + illumination, but still exhibited limitations in anatomical compliance and flat edges exposed after dissolution of the tail.

The design objectives for the third generation were therefore clearly defined:


  • Morphological reconstruction: Replace the flat-ended cylindrical head with a spherical epoxy light core and adopt a bullet-shaped geometry (head/tail made of stearic acid, central spherical hardware), reducing insertion resistance and avoiding sharp edges.
  • Power grading: Provide 2 / 4 / 6 / 8 LED versions without changing the overall structure, to meet different illumination intensity requirements.
  • Process robustness: Achieve dual-material stepwise casting within a single mold, ensuring central alignment, dimensional consistency, and a reduced failure rate.

Structural Overview

  • Central Core: A spherical epoxy-encapsulated electronic light unit (containing PCB, 660 nm LEDs × N, Hall sensor, button battery, current limiter, and basic driver), responsible for continuous illumination.
  • Overall Geometry: Bullet-shaped, with both head and tail molded from stearic acid.
  • Material Partitioning:Stearic acid zones (head and tail): Soften and dissolve at 37 °C, providing anatomical compliance and drug-release capability.
  • Epoxy light core (middle): Fully sealed, insulated, waterproof, and biostable, responsible for illumination and structural strength.

Dimensional Control: Diameter maintained near the 1 cm target, fine-tuned based on mold tolerance and casting thickness.
  • Overall length slightly reduced or equal to the second generation, but the “spherical core + bullet head” geometry provides smoother insertion and better ergonomics.

Fabrication Process (Single Mold, Dual Material, Stepwise Casting)

1) Fabrication of the Spherical Hardware Core

1、Circuit assembly: Mount miniature PCB (same electrical design as Gen I/II) with 1/2/3/6/10 × 660 nm LEDs symmetrically oriented around the board; place the Hall sensor on one easily magnetized side. Conduct initial power-on test before encapsulation. 2、Centering in spherical mold: Suspend the PCB using fine positioning wires or supports at the center of a silicone spherical mold to ensure equal LED spacing and uniform orientation. 3、Epoxy casting: Inject small amounts of transparent epoxy in multiple steps, removing air bubbles manually or by slow centrifugation to prevent voids; maintain a thin, even light-emitting layer on the surface. 4、Curing and trimming: Cure according to resin specifications; remove residual supports and lightly polish the surface to ensure smoothness and uniform light output. 5、Inspection: Retest illumination, insulation, and surface integrity; record diameter and mass of the light core and document with photos.

2) Bullet-Head Formation (Dual-End Stearic Acid Casting in Same Mold)

1、Preheating and dehumidification: Dry both mold and raw materials to prevent air bubbles in stearic acid. 2、Forming the “head base”: Inject a small amount of melted stearic acid (containing lyophilized engineered bacteria) into the bullet-head cavity, then lightly cool to semi-solid to create a supporting seat. 3、Placing the core: Insert the spherical light core into the mold, aligning it along the central axis and seating it onto the semi-solid base. 4、Forming the “tail end”: Inject additional bacteria-containing stearic acid from the tail cavity, encapsulating the core between the head and tail layers. 5、Final curing and demolding: After both ends fully solidify, perform unified demolding in one step. 6、Inspection: Verify smooth transition at the bullet junction, confirm complete embedding of the core, measure total length and diameter, and archive results.
Fabrication Process (Single Mold, Dual Material, Stepwise Casting) Diagram Figure: Third-generation integrated suppository hardware.(A) Assembled view showing the transparent spherical light core embedded between the stearic acid head and tail.(B) Separated components demonstrating clear structural division and reassembly precision.(C) Spherical light core (~1 cm diameter) with a smooth surface, ensuring intestinal safety and comfort.

Process Notes and Common Failure Modes

  • Eccentricity / misalignment: The spherical core may shift during the second casting; ensure insertion only after the head seat is semi-solid and use mechanical centering fixtures.
  • Air bubbles: Any trapped air in stearic acid or epoxy leads to structural defects and stress concentration; always cast in small increments and remove bubbles promptly.
  • Weak interface: Avoid direct mixing of uncured epoxy and molten stearic acid; both materials should solidify independently, relying on geometric interlocking for bonding.
  • Color and transparency: Use clear epoxy for optimal light transmission; avoid colored stearic acid, as it alters the emission spectrum and appearance.
  • Dimensional drift: Mold temperature and viscosity variations can cause slight diameter/length changes; record batch parameters to adjust casting volume accordingly.

Power Grading (1/2/3/6/10 LEDs) and Electrical Design

  • Concept: Adjust LED count and layout to provide varying illumination intensities and spatial coverage.
  • Driving strategy: Maintain constant-current limiting with low-loss switching to avoid overdrive.
  • Endurance baseline: Designed for ≥ 24 h continuous illumination; higher-LED variants balance brightness and duration through current control (see “Endurance Test” for measured data).
  • Thermal management: The solid epoxy core offers high heat capacity and large surface area; combined with current regulation, surface temperature rise stays within the safe threshold (see “Thermal Safety”).
  • Control: Continues to use Hall-sensor magnetic activation — once pre-activated externally, the device remains in the ON state inside the body until excretion or power depletion.

Power Grading (1/2/3/6/10 LEDs) and Electrical Design Diagram

AI-Based Light Intensity Optimization Model

To better support our red-light induction hardware, we developed a machine learning model that predicts and optimizes the required illumination intensity for engineered probiotics in the intestinal environment.

This model uses experimental data — including factors such as temperature, intestinal content thickness, exposure duration, and bacterial strain type — to build a forward prediction network. It then performs inverse inference to calculate the ideal light intensity needed to achieve a desired fluorescence level.

This approach allows precise calibration of our LED power settings without relying solely on repeated experiments, providing a more scientific basis for future in vivo applications.

The full methodology and training process are detailed in the attached document “Inverse Light Intensity Estimation Based on a Forward Model.”


Power Grading (1/2/3/6/10 LEDs) and Electrical Design Diagram

Figure:OptoDoseModel: AI-Based Inverse Estimation of Light Intensity;This figure shows the regression performance of the OptoDoseModel, demonstrating a strong correlation (R² = 0.73) between predicted and measured fluorescence. It visualizes the effectiveness of the forward model and the accuracy of inverse light-intensity estimation.


Documentation and Future Collaboration

This document provides the most detailed technical record of our work — including the original code, modeling workflow, design logic, and implementation methods behind our AI-based light intensity estimation system.

We sincerely welcome feedback and suggestions from other teams or researchers interested in improving or expanding upon our approach.

Future iGEM teams are encouraged to use this document as a foundation for further development, refining both the modeling accuracy and integration with biological experiments.

Since our team’s background in artificial intelligence is still limited, we warmly invite collaboration with groups experienced in AI and computational biology to learn and grow together.


Current Conclusion (Prototype III)

Through the combination of a spherical light core and dual-end stearic acid bullet geometry, the third-generation system significantly improved insertion compliance and mucosal safety, while offering adjustable illumination intensity through power grading.

The dual-material stepwise molding ensured greater compactness and precise dimensional control.

Verification results demonstrated predictable dissolution kinetics, uniform illumination, and compliance with thermal safety and endurance standards.

The third-generation prototype now serves as the core version of our hardware platform for demonstration and documentation purposes.



Evolution of the Hardware System

Through three generations of development, our suppository hardware evolved from a conceptual prototype into a fully integrated, patient-friendly system. Each iteration focused on addressing key engineering and user challenges — achieving miniaturization, ensuring safety, extending endurance, improving user comfort, and refining control mechanisms. The table below summarizes the major improvements across generations.

Evolution of the Hardware System Diagram
Aspect Generation I Generation II Generation III
Miniaturization Bulky, ~1.5 cm diameter; basic circuit module Slimmed structure (~1.2 cm); partial integration Compact spherical core (~1 cm); fully embedded in bullet-shaped shell
Safety / Structural Integrity 3D-printed hollow body, low compression resistance Epoxy encapsulation improved strength; minor sharp edges remained Fully solid epoxy sphere + smooth stearic acid coating; high pressure resistance
Endurance (Battery Life) 8–10 h continuous light 18–20 h average ≥ 35 h continuous illumination; stable brightness decline after ~20 h
Patient Comfort / Insertion Experience Two-step insertion; rough surface One-step insertion; partial comfort improvement Smooth, ergonomic bullet geometry; natural dissolving tail for easy expulsion
Control Mechanism Mechanical switch (unreliable) Infrared pre-test; still manual activation Magnetic Hall sensor control; pre-activation outside body, stable continuous light
Overall Integration Separate light and drug modules Head–tail integration, same mold Dual-material co-molding; seamless and complete design
Summary:

The third-generation design successfully achieved the targeted balance among functionality, safety, and usability, transforming a proof-of-concept into a clinically oriented, miniaturized intelligent suppository system.


Cost and Accessibility of Core Hardware Components

To ensure that our hardware design is reproducible and accessible to other iGEM teams or research groups, we carefully selected low-cost, commercially available components and materials.

All parts can be easily purchased from common electronics suppliers or online platforms such as Taobao, Mouser, Digi-Key, or Amazon.

The total cost per unit remains low enough for laboratory-scale fabrication, while still ensuring functional reliability and safety.


Component / Material Specification / Function Estimated Unit Cost (USD) Source / Supplier
LEDs (660 nm Red) High-brightness, low-power diodes (2–8 pcs per unit) $0.05–0.10 each Mouser / Taobao / AliExpress
Hall Sensor Magnetic switch sensor (A3144 or equivalent) $0.10–0.20 Mouser / Digi-Key / Taobao
Resistors & Passive Components Current limiting, signal stabilization $0.05 (per circuit) Any electronic component supplier
PCB Board (Custom Miniature) Diameter 9.8 mm, 2-layer FR-4 board $0.50 (bulk order) JLCPCB / PCBWay / LCSC
Button Cell Battery (LR44 or CR927) 3V lithium or alkaline cell $0.10–0.20 each Taobao / Amazon / Local hardware stores
Epoxy Resin (for encapsulation) Transparent UV or two-component resin $0.50 per device Taobao / ResinLab / AliExpress
Stearic Acid (for outer shell) Pharmaceutical-grade, biodegradable material $0.10 per unit Chemical reagent suppliers / Taobao
Silicone Mold (reusable) Custom-made, 3D printed or cast $5.00 (one-time mold cost) 3D printing service / local lab
Lyophilized Bacteria (Model material) Freeze-dried engineered strain — (lab-produced) Laboratory preparation
Miscellaneous (wires, solder, lubricant, etc.) Assembly and testing consumables $0.50 total Local lab supplies
Average total cost per device (excluding reusable mold): ≈ $2.00–2.50 USD

Even with small-scale manual assembly, this design remains budget-friendly, reproducible, and educationally accessible, allowing teams to replicate and iterate the hardware with minimal financial burden.

In larger-scale production or collaborative development, the per-unit cost could be further reduced through component standardization and automated PCB assembly.


Projected Industrial-Scale Manufacturing Cost

While our current prototypes were produced through manual assembly in a laboratory setting, we also conducted an estimation of the potential industrial-scale manufacturing cost.

When transitioning from handcrafted fabrication to automated production, both material and labor costs can be dramatically reduced through process standardization, bulk sourcing, and integrated molding techniques.


In large-scale production, the electronic and structural components can be fabricated using automated surface-mount PCB assembly, injection molding of stearic acid shells, and precision resin encapsulation under controlled conditions.

Additionally, materials such as stearic acid, epoxy resin, and lyophilized bacterial powder become significantly cheaper when purchased in bulk quantities.


Component Category Industrial-Scale Material Source / Process Estimated Cost per Unit (USD)
Electronic Module (LEDs, PCB, Hall sensor, resistors) Automated SMD assembly; batch PCB production $0.15
Encapsulation Resin (Epoxy / Silicone) High-volume resin casting with automated dispensing $0.05
Outer Shell (Stearic Acid Compound) Injection-molded pharmaceutical-grade stearic acid $0.10
Power Source (Micro button cell) Bulk-purchased CR series or rechargeable Li-microcell $0.10
Freeze-Dried Bacteria & Matrix Mixing Industrial lyophilization and blending at scale $0.05
Assembly, Testing, and Packaging Automated handling, optical inspection, sterile packaging $0.05
Total Estimated Unit Cost ≈ $0.50 USD per unit

At this projected scale, the cost per device could be reduced to around $0.50 USD, making it not only affordable for research use but also highly feasible for future clinical or commercial applications.


Projected Industrial-Scale Manufacturing Cost Diagram

Such cost efficiency demonstrates the potential for our design to evolve from a student-developed prototype into a scalable biomedical hardware platform capable of supporting broader therapeutic delivery systems.




Programmable Control and Logic Design for the Magnetic Switch System

To realize the magnetic on/off control of our light-emitting hardware, we designed two possible approaches — one relying purely on simple hardware logic, and another using a programmable micro-controller for greater flexibility and integration with AI-driven optimization.


1. Minimal Hardware Logic – the Simplest and Most Cost-Effective Solution

The first implementation achieves magnetic control without any coding.

It uses a digital Hall sensor (e.g., A3144) to detect the presence of a magnetic field and a bistable flip-flop circuit (e.g., CD4013) to store the LED’s on/off state.

When the magnet is brought close to the sensor, the Hall element outputs a low signal that toggles the flip-flop and switches the LED.

When the magnet is removed and brought near again, the output toggles back — providing the desired “one-touch on, one-touch off” behavior.


This fully analog circuit is extremely low-cost, reliable, and compact, making it ideal for large-scale production or disposable hardware prototypes.

However, it lacks fine-grained control such as timed illumination, brightness modulation, or programmable behavior.


2. Programmable Micro-Controller Logic – Smart and Extensible

For advanced versions, we can replace the discrete logic with a micro-controller (e.g., ATtiny13A, Arduino Nano, or ESP32-C3).

In this scheme, the Hall sensor signal is read through a digital input pin, and the controller toggles the LED state through software logic.

This allows customizable timing, adaptive brightness, and even AI-driven dynamic control in the future.


A simplified example of the embedded code is shown below:

2. Programmable Micro-Controller Logic – Smart and Extensible Diagram

This software-based logic consumes very little power (<10 µA standby current) and allows the system to store its state, even supporting extensions such as:


  • Timed illumination (e.g., 30-minute or 24-hour light cycles)
  • Brightness control through PWM modulation
  • Rhythmic or pulsed light induction for controlled gene activation
  • AI integration, where the light intensity or pattern could be dynamically adjusted based on feedback from models such as our OptoDoseModel (light-intensity prediction network).

3. Toward Intelligent Light-Control Hardware

In future versions, combining this programmable hardware platform with our AI-based illumination optimization model will enable an adaptive feedback loop:

the model predicts the optimal light intensity under given biological conditions, and the micro-controller automatically adjusts the LED output accordingly.


This integration represents a step toward intelligent, self-optimizing biomedical hardware — transforming a simple magnetic switch into a precise, data-driven optogenetic control system.


Product Manual and User Guide

We have prepared a comprehensive 36-page Product Manual and User Guide (nearly 30,000 words) to document our hardware design in a systematic and transparent way. The manual explains the goals, principles, and usage of our suppository-based light-induction system, while also addressing safety, ergonomics, and stakeholder feedback.


The manual includes detailed sections on design iterations, operating principles, packaging, instructions for use, precautions, performance verification, and appendices with technical data. By compiling this professional-level document, we aim to provide not only judges and researchers with full insight into our work, but also set a new standard for thorough hardware documentation in iGEM.



Biosafety, Environmental Protection, and Sustainability

Throughout the design and testing of our hardware device, biosafety and environmental protection have always been our top priorities. Every material and structure used in the suppository was carefully selected to ensure biocompatibility, non-toxicity, and environmental sustainability. The outer encapsulation is composed of medical-grade epoxy resin and stearic acid, both of which are chemically stable, inert, and widely recognized as safe materials in biomedical applications. Even after natural excretion, the stearic acid can biodegrade harmlessly, leaving no environmental residue.

Biosafety, Environmental Protection, and Sustainability Diagram

The internal components, including the micro-LED module and button battery, are fully encapsulated within the resin layer, ensuring complete waterproofing and electrical insulation. This design prevents any leakage of battery electrolytes or heavy metals, even under long-term exposure to moisture or physiological fluids. The sealing process also protects users from any potential direct contact with electronic components.


In parallel, our engineered bacterial strains are designed with biosafety modules such as suicide switches and containment systems, preventing uncontrolled growth or gene transfer outside the experimental setting. Together, these biological and hardware safeguards ensure that the system is safe for users, environmentally responsible, and aligned with sustainable development goals.


Biosafety, Environmental Protection, and Sustainability Diagram

This combination of biocompatible materials, sealed electronic design, and controlled biological behavior allows our device to function reliably while maintaining a minimal ecological footprint—representing a responsible and forward-looking approach to synthetic biology hardware design.


Future Improvements and Clinical Prospects

While our current prototype successfully demonstrates the feasibility of combining localized drug delivery with in situ light induction, there remain multiple opportunities for refinement on the path toward real-world application.


Future Improvements

  • Ergonomic Optimization: Further miniaturization and refinement of external geometry to maximize patient comfort and ease of insertion.
  • Programmable Illumination: Development of circuits that allow variable brightness levels, pulsed illumination, or timed activation to better match therapeutic needs.
  • Smart Sensing: Integration of micro-sensors to monitor pH, temperature, or local biomarkers, enabling adaptive control of light induction.
  • Material Innovation: Exploration of next-generation biocompatible polymers with controlled degradation properties, combining the strength of resin encapsulation with gradual bioresorption.
  • Manufacturing Scalability: Transition from laboratory-scale molding to reproducible industrial processes, ensuring consistency, quality, and regulatory compliance.
Future Improvements Diagram

Clinical Prospects

If further developed, this device could become a novel therapeutic platform for colorectal cancer and other gastrointestinal diseases. By enabling direct delivery and precise light activation of engineered probiotics, it offers key advantages such as improved bacterial survival, localized treatment, and personalized illumination control.


Future clinical translation would follow a stepwise pathway, including pre-clinical animal studies, device optimization under medical engineering standards (ISO 13485, IEC 60601), and clinical trials to confirm safety and efficacy.


Ultimately, this system could serve as a versatile platform technology, adaptable to different engineered bacteria and therapeutic targets, expanding the potential of synthetic biology–based medicine.



Compliance with Best Hardware Evaluation Criteria

Our hardware development fully meets the four evaluation criteria for the Best Hardware award, combining practical engineering, biological applicability, and reproducibility.


1. Addressing a need in synthetic biology

Our device directly solves a critical bottleneck in light-inducible synthetic biology — the lack of a safe, controllable, and low-cost in vivo illumination system. Traditional light sources cannot operate within the intestinal environment, limiting the real-world application of optogenetic probiotics. We developed a magnetically controlled red-light suppository system capable of delivering both probiotics and light simultaneously in the colon, providing stable 660 nm red-light induction within living tissue. This hardware transforms an abstract optogenetic circuit into a clinically feasible, patient-friendly delivery method — an unmet need in both synthetic biology research and translational medicine.


2. User testing and feedback integration

Since ethical constraints prevent direct human testing, we sought professional feedback from medical caregivers at Beijing Dashu Elderly Care Co., Ltd., who have over a decade of colorectal cancer nursing experience. Their insights into patient comfort, procedural feasibility, and insertion ergonomics guided our second-generation redesign — replacing sharp edges, improving geometry, and using biocompatible stearic acid for smooth insertion and gradual drug release. We also conducted mechanical, waterproof, and endurance tests, simulating real-use conditions to validate safety and user comfort indirectly.


3. Demonstrated utility and functionality

Across three design generations, we validated each functional goal experimentally.

  • Magnetic control: A Hall sensor enables reliable pre-activation outside the body with 86% one-touch success rate.
  • Illumination stability: Continuous emission for ≥ 35 hours with minimal heat rise.
  • Drug–light integration: Stearic acid shell dissolves at 37 °C, synchronously releasing engineered probiotics while light remains on.
Robustness: The capsule withstands 2 tons of pressure and a 12 m drop test without damage.
  • These results confirm that the system is functionally stable, biocompatible, and ready for translational exploration.

4. Reproducibility and documentation

All fabrication steps, mold designs, circuit schematics, testing protocols, and cost breakdowns are fully documented on our wiki. We also provide open-source CAD models, circuit diagrams, and a detailed AI-based illumination optimization algorithm (OptoDoseModel) for teams to replicate or improve upon. Our workflow—from PCB assembly to dual-material molding—is transparent and reproducible with standard laboratory tools and inexpensive materials (total cost ≈ 0.5 USD per unit in mass production).


Together, these efforts demonstrate that our hardware is innovative, tested, and reproducible, providing the synthetic biology community with a practical framework for controlled in vivo optogenetic applications.


This is a behind-the-scenes glimpse of our hardware fabrication — for fun only.