Inspiration
- Completely untapped market, yet huge!
- We use animals all the time in research, why not as the clinical target?
- Companies like Loyal or Dognosis and the animal->human medical startup model
- The potential to collect large datasets by being present in many animals, which could hugely help neuroscience, and human clinical applications
What it does
A vagus nerve stimulator for cattle to improve:
- immune response and inflammation during disease, especially bovine respiratory disease
- reducing stress before slaughtering, a welfare goal, that also produces better quality meat
- gut mobility, for improved feed efficiency and yields
- some control over methane release, via the burp reflex, to reduce greenhouse gas emissions
How we built it
Simulation Pipeline:
- built a bovine vagus nerve model based on a pig dataset (bovine data is extremely sparse, or completely unavailable)
- developed a Finite Element Model (FEM) pipeline coupled with NEURON simulations using the opensource NRV framework
- this allowed us to derive activation thresholds for different unmyelinated and myelinated nerve populations
- then re-ran the simulations with different electrode configurations to optimise the electrode cuff design (electrode site count)
- produced selectivity index figures of merit for different configurations, ensuring minimal off-target stimulation
- viability proof of concept in the bovine vagus
Challenges we ran into
- Huge simulation pipeline challenges, extremely RAM heavy, had to parallelise work across personal home server, local, and an AWS instance
- Additionally, nasty bugs that set us back hours due to the fairly difficult to use NRV package
- Huge gap in literature coverage, barely could find cow vagus nerve images, and quantitative reporting
- Real operator cost data is 3-4x higher than published literature, hard to access over a weekend
- Commercial feedlot operators are not on forums, reaching the right people proved nearly impossible in 48 hours
- Had to pivot away from ear tag (ABVN) to direct cervical VNS mid-hackathon after honest assessment of the bovine anatomy evidence gap
Accomplishments that we're proud of
- To the best of our knowledge, produced the first (approximated) cow vagus stimulation simulation
- Managed to get in touch with very relevant people despite locking our idea on Friday evening
- Got Dr. Ronald Tessman DVM PhD (Elanco, 17 years) on the phone and validated the core thesis in a single call
- Our team collaboration quality, never panicked, very fluid, despite working together for the first time
- Independent operator validation across CT Forums and Reddit confirming $80-200 all-in BRD cost vs $23.60 published figure
- Identified total white space, zero competitors, zero published research, zero funded programs globally
- Built a scientifically honest dossier including an honest risk assessment, we know what we know and what we don't
What we learned
- Cow-calf, backgrounder, and feedlot operators are completely different customers, we were talking to the wrong people early
- The feedlot veterinarian is the real decision-maker, not the owner
- Drug resistance is making the antibiotic alternative framing more urgent than we initially understood
- The data moat is worth more than the device margin
- How to run FEM+NEURON simulations (first time experience)
- How to go to primary sources when the literature is lacking
What's next for Bova
- Week 1: finalise university partner (KSU or UC Davis), convert Tessman network into pilot feedlot contact
- Month 1: bovine cadaver anatomy characterisation, IJV and carotid diameter, vein-to-nerve distance, tissue impedance, nerve anatomy analysis
- Months 1-24: Phase 1 nerve cuff pen trial, 40 animals, $50-90k
- Year 2: Phase 2 stent validation and CVM pre-submission
- Year 3-4: Phase 3 commercial stent at 100,000 units
- At 1% market penetration: world's largest chronic vagal dataset, licensable to SetPoint, LivaNova, Inspire, possibly applicable to human appetite control, and gut disorders long term
Built With
- amazon-web-services
- blender
- claude
- codex
- neuron
- nrv
- python
- react
- sparc
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