This is not academic science.
This is applied physiology.

Metabolic health is a capacity. The three trainable capacities, Regulate Energy, Recover From Stress, and Preserve Functionality, define it. The science below explains the mechanisms that drive each capacity and why they matter for coaching.


Three capacities define metabolic health.

Regulate Energy — glycation and chronic exposure

The iceberg beneath "normal" blood sugar numbers

Sugar doesn't just float through the blood and disappear. It binds. It sticks to proteins, lipids, and DNA — warping structure and function. Once a molecule is glycated, there is no undoing it. The only fix is turnover: breaking down damaged tissue and rebuilding new.

Fast-turnover tissues can recover. Slow-turnover tissues — nerves, cartilage, vascular walls, connective tissue — carry the burden for years. This is why a person can be told they are "fine" while performance and recovery quietly erode.

A1c is the fingerprint of that chemistry — the share of hemoglobin bonded with glucose over roughly 90 days. Clinically, anything below 5.7% is considered normal. In coaching, we target closer to 5.0–5.4%, because that range reflects cleaner fuel regulation and lower chronic glycemic exposure. The Radar treats that as the coach target — 5.4% scores 85 for a forty-year-old, high in the Well band and just short of Fit — with 5.0 and under reading Fit, the cleanest reading of all.

Each blood sugar spike adds another microscopic layer of glycation the body has to repair. At 5.7, medicine calls it prediabetes. At 6.5, diabetes — usually confirmed with a repeat test. But glycation begins long before those diagnostic lines are drawn — and coaches live upstream of disease.

High-fructose foods — soda, juice, sauces — elevate methylglyoxal, a highly reactive byproduct that rapidly crosslinks proteins in slow-turnover tissues like collagen and neurons. That damage doesn't show up in a standard lab panel. We suspect it shows up in the gym — stiffness, lingering soreness, recovery that doesn't match training age — but soreness alone doesn't prove it. It's a reason to look at the numbers, not a diagnosis.

A coach who understands glycation watches for what a lab panel won't flag: performance loss as a possible early sign of chronic metabolic strain. The iceberg isn't inevitable. It builds with poor fuel regulation and melts when the inputs change.

References+

Recover From Stress — oxidative stress and the dose-response line

The link between oxidative stress, adaptation, and performance

Cambridge, MA, 2025

At the end of day one at the MetFix Training Development Conference, I found myself at dinner with Bob Kaplan, Tomás Duraj, and Derek Lee. Thomás and Derek work for Dr. Thomas Seyfried's world renowned cancer research lab at Boston College. Bob is Head of Research at MetFix. Earlier, they had presented on mitochondrial dysfunction in cancer, connecting the dots between reactive oxygen species (ROS), mitochondrial damage, and cancer progression.

Bob had suggested ROS could be beneficial, even necessary. I asked him to explain. He described ROS as part of fuel signaling and insulin sensitivity. Thomás and Derek jumped in: moderate ROS is essential — it signals adaptation. Too much, too long, and it's destructive. We were all aligned: ROS wasn't just about damage. It was about balance.

Somewhere in that conversation, I had a realization: ROS might be the cellular version of intensity. Just like in the gym, there's a red line. Push too little, nothing changes. Push too hard, you break. Find the edge? That's where adaptation lives.

Reactive oxygen species are small, unstable molecules your body makes every day — superoxide, hydrogen peroxide, hydroxyl radicals. At controlled levels, they're signals: telling cells to grow stronger, mitochondria to multiply, immune systems to sharpen. At uncontrolled levels, they're wrecking balls: oxidizing LDL, tearing DNA, inflaming neurons. This dual nature caused the person who coined the term to divide it: (1) oxidative eustress (physiological and essential) and (2) oxidative distress (excessive and toxic).

Sporadic ROS elevation (like from exercise or fasting) is helpful. Chronic elevation is harmful. Suppressing all ROS can be just as disruptive as having too much.

You can't walk into a diagnostic lab and get a neat ROS readout. They're too reactive, too fleeting. But you can see their shadow in the outcomes: improved work capacity, blood pressure improves, triglycerides drop, A1c normalizes, bones grow stronger, recovery speeds up.

Scaling isn't just about protecting joints or egos. It's protecting the cell. It's keeping ROS in the adaptive zone. ROS is the exhaust signal of human performance — the unseen byproduct that hints at whether the levers of food and training were pulled correctly.

References+

Preserve Functionality — the mitochondrial engine

The engine behind human performance

I've seen it, and so have you. We coach the same workout all day. Some athletes thrive on the challenge, and others don't look as good. We second-guess ourselves: "Did I scale them right?" "Was that the right workout today?" But sometimes the answer is simpler. It's not the workout that needs a closer look, it's the athlete who is struggling. This is where mitochondria enter the conversation.

That is why at MetFix we claim, "We are the only commercial entity concerned with the care and feeding of mitochondria."

Capacity lives or dies inside the mitochondria. What we call fitness is really mitochondrial function expressed on the floor. Nearly every cell in your body is built around these engines. Each mitochondrion fires like a cylinder, turning the fuel you eat into ATP, the cell's universal energy currency.

Everything — fat, carbohydrate, and protein — gets broken down into acetyl-CoA, the molecule they burn to produce ATP. In metabolic terms, fat is the long, clean burn; carbohydrate is the fast, hot flame. Metabolic flexibility is the capacity to burn the right fuel at the right time. When mitochondria are efficient, fat supports the easy gears and glucose is reserved for speed. When they're limited, the engine runs too hot, too soon.

What we see as poor performance is often early metabolic disease. Long before fasting insulin climbs above 5 µIU/mL or the triglyceride-to-HDL ratio rises past 2.0, coaches can see the engine struggling on the gym floor. Adaptation is a fuel problem long before it's a fitness problem. They're trainable. Give them a consistent signal and they expand. Remove the signal and they retract. Coach the mitochondria, and you coach both performance and health.

References+

When these three capacities are aligned, performance improves.

When they are not, the body compensates — and compensation always has a cost. The goal is not to fix inputs blindly. The goal is to read the whole shape, make a guess about what to change first, and test it.


You don't need more data.
You need a framework.

The Radar organizes markers into the three capacities that define metabolic health. The coach needs a model that is simple enough to deploy, yet rich enough to be true.

The full definitional argument, with the coach-level marker target ranges and the framework underneath: What Is Metabolic Health and Who Has It?

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Applied physiology for coaching and education. Not medical diagnosis or treatment.