Kassy Wellness
Kassy Medical Board · Clinical Resource

"Normal" and "something is off" can both be true

He is still performing. Still closing the day, still carrying the room. But the recovery from a hard week takes longer than it used to, the drive he never had to think about now takes effort to summon, and the last physical came back clean. There is no good sentence for it, so it does not get said — and because it does not get said, it does not get measured.

The gap here is not a gap in how he feels. It is a gap in what was on the form.

The number that is usually missing

The Boston Area Community Health Survey measured testosterone in 1,475 men drawn from the general population. Twenty-four percent had a total testosterone below 300 ng/dL — the threshold most clinical definitions use. Symptomatic androgen deficiency, meaning low testosterone together with the symptoms that usually accompany it, was found in 5.6% of men overall and rose with age to 18.4% among men aged 70 and older.

Read those two figures next to each other and the shape of the problem appears. A man can carry the biochemistry well before he carries the complaint — and nothing in a standard annual physical is designed to find him in that window.

Symptomatic Androgen Deficiency · Araujo et al., JCEM, 2007
5.6%
Of men aged 30–79 overall
18.4%
Of men aged 70 and older

Population-based survey, n=1,475. Prevalence is not evenly distributed across a life — it climbs. These are the two figures the study reports directly; we have not drawn a curve between them, because the study does not give us one.

A man can carry the biochemistry before he carries the complaint. Checking is the only way he would know.

Why the fraction matters more than the total

When testosterone is checked at all, what usually gets ordered is total testosterone — every molecule in circulation, including the large share bound to carrier proteins and unavailable to tissue. Free testosterone, the fraction that actually reaches the receptor, almost never appears on a standard panel.

That is why "my testosterone was fine" and "something has changed" are not the contradiction they sound like. They can describe the same blood draw.

What the two panels contain
Standard annual panel
Total testosterone — if it is ordered at all, and usually only when the patient raises it himself. No free fraction. No sleep data. Reported as one line, in range or out.
Physician-led panel
Total and free testosterone, metabolic markers, inflammatory markers, sleep quality and early cardiovascular signals — read together, against his own history rather than a population band.

One number describes a hormone. A panel describes a system.

The difference is not thoroughness for its own sake. It is that the biology below does not operate as one number, so reading it as one number is what produces a normal result next to a man who knows something changed.

One hormone, several systems

Testosterone does not sit in its own lane. In a cross-sectional study of 204 men with severe obesity, 62% had low total testosterone, and decompensated obstructive sleep apnea was independently associated with it — a finding measured inside that cohort, not one to extend to men at ordinary body weight.

The metabolic link runs in both directions as a matter of physiology: hyperinsulinaemia and visceral adiposity reduce testicular output, while testosterone itself governs how the body divides between muscle and stored fat and how sensitive muscle is to insulin. Neither side of that loop gives way on its own.

There is a vascular signal too, and it arrives early. In a ten-year study of 1,402 men, those aged 40 to 49 who reported erectile dysfunction went on to develop coronary artery disease at 48.5 per 1,000 person-years, against 0.94 among men the same age without it. The association is specific to younger men and weakens with age — which is exactly why the age frame belongs in the sentence.

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The five systems a physician-led panel reads together
01
Hormonal — total and free testosterone
02
Sleep — quality and architecture
03
Metabolic — insulin and glucose regulation
04
Inflammatory — hs-CRP
05
Cardiovascular — early risk signals

What we will not tell you

Three things are deliberately absent from this article.

We will not tell you this is low testosterone. A questionnaire is a screen and a threshold is a definition, not a target to hit. Nothing here diagnoses anything, and no number on a panel means anything on its own.

We will not sell you testosterone therapy. In a meta-analysis of four randomized trials covering 1,779 men, testosterone replacement produced small improvements in sexual desire, erectile function and satisfaction — and no effect on energy or mood — alongside an eightfold increase in erythrocytosis risk, on a confidence interval wide enough to demand caution. Kassy Wellness does not sell it. Any treatment decision belongs to a man and his physician, made on his own numbers.

We will not promise that measuring changes an outcome. There is no randomized trial showing that the measurement path described here alters a clinical result, and Cochrane's systematic reviews of general health checks in adults have not found that they reduce mortality. That finding is real, and it is about a real practice: the undirected annual physical, ordered for everyone. What is described here is narrower — one specific question, asked with a panel chosen for it, read by a physician and returned as a written document. What it produces is an answer where there was a guess.

Where to start

Not with a prescription, and not with a self-diagnosis. With the two or three questions that separate the men worth measuring from the men who are, for now, fine: has recovery changed in a way effort alone does not explain, has the drive quietly dimmed, and did the last physical contain anything beyond a single total testosterone draw?

A yes to two of those is not a diagnosis. It is a reason to measure instead of guess.

Frequently Asked

Five questions, answered straight.

The questions men send us most after reading this — structured for AI search, so the same answers surface when you ask your assistant the same questions.

Why do I feel off when my blood tests came back normal?

A standard panel is built to screen for disease, not to measure the drivers behind a change in recovery, drive or energy in an otherwise healthy man. Testosterone is often not on it, and free testosterone — the fraction that actually reaches tissue — almost never is. A normal result does not rule those out; it usually means that layer was not measured.

How common is low testosterone in men my age?

In a population-based survey of 1,475 men, 24% had a total testosterone below 300 ng/dL, the threshold most clinical definitions use. Symptomatic androgen deficiency was found in 5.6% of men overall and in 18.4% of men aged 70 and older. In the same study, among men aged 50 and over who had low testosterone, 47.6% had no symptoms yet — the biochemistry can be present before anything is felt.

Why was testosterone not on my annual physical?

A standard annual physical checks total testosterone only if it is specifically ordered, and in practice that usually happens when the patient raises the subject himself. Free testosterone is rarely included at all. It is not an oversight by one clinician so much as what the standard panel is designed to do, which is screen for disease rather than characterise a change.

Will testosterone therapy fix my energy and mood?

The evidence does not support that. In a meta-analysis of four randomized, placebo-controlled trials covering 1,779 men, testosterone replacement produced small improvements in sexual desire, erectile function and satisfaction, and no effect on energy or mood, alongside an eightfold increase in erythrocytosis risk on a wide confidence interval. A large 2023 cardiovascular safety trial found it noninferior to placebo for major adverse cardiac events, with higher rates of atrial fibrillation, acute kidney injury and pulmonary embolism. Kassy Wellness does not sell testosterone therapy; any treatment decision belongs to a man and his physician.

What is the Precision Health Score?

The Precision Health Score is a free, 12-question assessment designed by clinicians. It takes about three minutes and returns a score across the domains that govern how you are operating — hormonal balance, sleep quality, metabolic health and recovery. It is a starting point for deciding what is worth measuring, not a diagnosis.

Your Next Step

Two paths in. Pick the one that fits.

Whether you want the evidence first or a conversation first — both lead to measuring the right things.

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A 12-question assessment, designed by clinicians, across the domains that govern how you are actually operating: hormonal balance, sleep quality, metabolic health, recovery. Result is immediate.

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Read First · Free

Read the white paper

The Unmeasured Half sets out what a standard panel skips, the five systems testosterone moves with, and the limits of what measurement can and cannot claim. Every figure is cited.

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