CARDIOMETABOLIC EDUCATION & TOOLS
Metabyl Labs™
One engine, one glossary, one body of physiology — split into Labs by the organ system you happen to be studying. Obesity sits upstream of most of it.
LIGHT DARK
LABS
TOOLS
Search
OPEN
Every card, lesson screen and glossary entry across all three Labs, in one search. It does not need to be precise — misspellings, partial words and the Labs' own shorthand all work, and a result links straight to the card.
Diagrams
OPEN
Every interactive diagram across the Labs, gathered in one place — mechanism maps you can trace node by node, several with phase toggles showing what changes as disease progresses.
The Cardiometabolic Web
OPEN
Thirteen conditions, thirty-seven links, each carrying the mechanism that connects them. Tap a condition to trace what runs into and out of it. Not a course — a map to think against.
Obesity Pre-Test
OPEN
Twenty case-based questions for students and residents, chosen because the intuitive answer is the taught answer and the taught answer is usually not what the evidence supports. Taken cold on day one of the rotation: it names what to go read without giving the answer away, and ends with the report to send to the attending.
Obesity Post-Test
CODE
The same twenty items at the end of the rotation. This one scores the change against your starting number and gives the correct answer, the full reasoning and the sources for every item — so it is worth keeping. It asks for an access code, which your attending has.
ABOUT
Each Lab teaches mechanism first, on the view that treatment decisions should be derivable rather than memorized. Content is verified against current guidelines, and concepts that run past one Lab's scope point to the Lab where they belong.
© 2026 Metabyl Group LLC. All rights reserved.
Metabyl Labs™ is a trademark of Metabyl Group LLC.
Educational reference only — not clinical advice.
DISCLOSURE · Michael Jones, DO, FAAFP, Dipl. ABOM: Novo Nordisk — Speakers' Bureau; Advisory Board.
All content is independently authored and has not been reviewed, approved, or funded by any manufacturer.
Where an agent's evidence is weak, contested, or negative, it is presented as such regardless of sponsor.