Topic

Evidence Critique

Where the popular health-science narrative breaks. Keto trials and their retractions, the LMHR hypothesis, supplement marketing, and the difference between mechanism and outcome data.

9 articles

A supplement label peeled back to show the biology underneath: the mechanism behind the claim.
Evidence CritiqueAging Biology

What "This Supplement Has a Solid Mechanism" Actually Means

Resveratrol only switched on its aging enzyme when a glowing dye was attached. What a solid supplement mechanism means, and why dose and route still decide.

Oct 27, 2026 · 17 min read
An ordinary wine glass on a dinner table with an intact DNA helix behind it.
Aging BiologyEvidence Critique

Two Big Glasses of Wine a Night Is Officially “Heavy Drinking”

One or two glasses of red wine with dinner. Not a night out. The next morning my overnight heart rate was up as much as 20 percent, and my heart rate variability was cut by as much as half.

Oct 18, 2026 · 20 min read
Featured card: I Went Into Research to Study Aging. Then I Needed a Stent at 44. A mosaic of illustrations of the hallmarks of aging, including epigenetic marks on DNA, a clumped protein, a mitochondrion, a senescent cell, inflamed tissue and gut microbes.
Aging BiologyEvidence Critique

I Went Into Research to Study Aging. Then I Needed a Stent at 44.

What aging biology can tell us about the supplements, tests and habits we pay for: the 12 hallmarks of aging, plus a candidate 13th, in plain English.

Oct 11, 2026 · 20 min read
A dark hero card reading I was ready to pay to watch my plaque shrink, then I learned the number moves on its own, beside an abstract image of a coronary CT scan being measured.
Diagnostic ToolkitEvidence Critique

I Was Ready to Pay to Watch My Plaque Shrink. Then I Learned the Number Moves on Its Own.

AI plaque analysis from Cleerly and HeartFlow measures arteries to the cubic millimeter. Rescan an hour later and the number moves. Read before you pay for one.

Aug 13, 2026 · 17 min read
Calibrated Signal featured card: Zombie Cells Have an Inflammatory Fuel Line. A senescent cell in luminous cross-section, with glowing mitochondria feeding a thin line of light through a valve toward an opening coil of DNA.
Aging BiologyEvidence Critique

Aging's Zombie Cells Have an Inflammatory Fuel Line. Mayo Just Found the Valve.

Why zombie cells fuel inflammaging: a Mayo-led Nature study traces the mitochondrial fuel line that keeps inflammation genes open, and the valve that shuts it.

Aug 2, 2026 · 16 min read
Calibrated Signal hero card reading 'Real Mechanism. Wrong Certainty.' over a stylized coronary artery, with the line: 5-Amino-1MQ, injected mice, and the heart arrow nobody measured.
InterventionsEvidence Critique

The Longevity Compound Promoted on Half a Mechanism

5-Amino-1MQ, the NNMT inhibitor sold for fat loss and longevity: injected-mouse results, efficacy studies from the lab behind the patent, zero human trials.

Jul 2, 2026 · 11 min read
A left-to-right flow diagram on a dark background reading: Metformin, acts in the gut, less citrulline, less nitric oxide, less blood flow to muscle. The heading reads, the concern did not disappear, it moved upstream.
Aging BiologyInterventions

The Gut May Be the Point: Metformin, Citrulline, and the Exercise Question

Metformin acts mainly in the gut, not muscle, per Nature Metabolism. That eases one exercise fear and raises a sharper one: less citrulline, less nitric oxide.

Jun 3, 2026 · 13 min read
Calibrated Signal featured card: Metabolically Healthy Isn’t a Diagnosis, a coronary artery cross-section with soft yellow plaque on dark navy.
Evidence CritiqueCardiovascular Risk

I Was “Metabolically Healthy.” I Got a Stent at 44 Anyway.

Low hsCRP, flat CGM, no insulin resistance, LDL 150s on keto: every marker the low-carb world calls safe. Then a CT angiogram found an 80% blockage at 44.

Apr 24, 2026 · 14 min read
Calibrated Signal featured card: The Keto Study Used to Dismiss LDL, Then It Was Retracted — an artery cross-section with glowing plaque on dark navy.
Evidence CritiqueCardiovascular Risk

The Study the Keto Community Uses to Say LDL Doesn’t Matter. Then the Follow-Up Got Retracted.

The Keto-CTA follow-up was retracted in 2026 at the authors' and editors' request over methodology. What soft plaque did in one year, and why LDL still matters.

Mar 27, 2026 · 16 min read