← METABYL LABS

Diagrams

Every interactive diagram in the suite, in one place. Tap a node to trace what it connects to; tap a link to read the mechanism. Where a diagram has phases, the toggles show what changes between them.

14 DIAGRAMS · ARROWHEAD INCREASES · BAR INHIBITS
LIPID LAB
Assigning a CKM stage open →
How to stage a new patient in clinic. Work DOWN the questions and stop at the first YES — the arrows to the right are the answers. Descending order is not a style choice: the highest stage a patient meets is their stage, so starting at the top means you never have to revisit an earlier question. And read the ladder as a state rather than a label: staging is DYNAMIC. A patient can move down it as well as up, and regression is a reported outcome rather than a technicality — which is the argument for staging at every visit rather than once at intake.
10 nodes · 9 links
Reverse cholesterol transport open →
The only route by which cholesterol leaves the body. Toggle the two delivery routes \u2014 HDL straight to the liver, or the indirect handoff through CETP onto apoB particles \u2014 because which one you picture decides whether raising HDL-C sounds like a good idea.
3 nodes · 11 links · 2 phases
The lipoprotein lifecycle open →
Where every particle comes from, what shrinks it, and how it is cleared. Tap a node to trace it; tap a link for the mechanism. Switch to ORGANS to see where each step happens.
10 nodes · 12 links · 2 phases · organ view
How a plaque is built open →
Retention through rupture, in sequence. Toggle EARLY and LATE to see which steps belong to a fatty streak and which to a plaque that can kill.
9 nodes · 11 links · 2 phases
Where each drug acts open →
Every major LDL-lowering agent converges on one variable — hepatic LDL receptor density. Tap a drug to see how it gets there, and why combinations are more than additive.
12 nodes · 11 links
Selective insulin resistance open →
Why dyslipidemia appears at BOTH ends of insulin resistance / type 2 diabetes — one process at different degrees, not two diseases. Tap a node to trace it; tap a link for the mechanism.
8 nodes · 12 links · 2 phases · organ view
OBESITY LAB
What CPAP fixes, and what it does not open →
Obstructive sleep apnea satisfies two of the three claims a clinician needs and fails the third. Toggle to see which edges positive airway pressure actually interrupts — and where the randomized evidence stops.
8 nodes · 10 links · 2 phases
Where the lesion sits decides whether the drug works open →
The leptin–melanocortin pathway, and the asymmetry that determines who setmelanotide helps. Toggle to see what an MC4R agonist can and cannot rescue.
10 nodes · 10 links · 2 phases
What 'a quarter of it is muscle' actually decomposes into open →
The most repeated claim about weight loss on any intervention — diet, drug or operation. Toggle between the claim as it is usually made and the anatomy underneath it. Whether the muscle protein that IS lost matters clinically — for strength, gait speed, falls or independence — has not been established by any adequately powered trial, and that is this module's closing argument.
9 nodes · 9 links · 2 phases
The clock that came apart open →
Night eating syndrome is not a system running late. Toggle the phases to see which rhythms are delayed, which one runs AHEAD, and why the appetitive signal and the behavior stop lining up.
9 nodes · 11 links · 2 phases
Why the body wins open →
The defense of body weight, and why exercise leaks. Toggle to see what the system does when you take weight OFF versus when you simply burn more.
8 nodes · 10 links · 2 phases
Estrogen and the partitioning fork open →
Estrogen does not act on a parallel system — it selects WHICH route adipose expansion takes. Toggle the phases to see what changes at menopause. One thing the image does not settle: whether adipose-derived estrone is protective or harmful for visceral adiposity, inflammation and insulin resistance is explicitly unsettled. The loop is well characterized; that valence is not.
7 nodes · 10 links · 2 phases
Why SHBG falls — and when it misleads open →
The usual account says insulin suppresses SHBG. The mechanism is one step further down. Toggle EARLY and LATE for the consequence.
7 nodes · 6 links · 2 phases
Fat partitioning open →
Where lipid goes when subcutaneous capacity is exceeded. Tap a node to trace it; tap a link for the mechanism.
7 nodes · 10 links
SUITE-WIDE
The Cardiometabolic Webopen →
Thirteen conditions and every link between them — the map the Labs sit inside, rather than a diagram of one mechanism.