Accepted answer
Answer first: the class has documented effects on the gut hormone axis by design, and the claims that travel furthest are usually about axes it does not directly touch.
Testosterone in males is both diurnal and pulsatile, and the conventional advice is an early-morning fasting sample repeated on a second occasion before anything is concluded.
Relative to absolute, worked
| Quantity | Value | Derivation |
|---|
| Control-arm event rate | 8.0 % | From the trial table, not the abstract |
| Hazard ratio | 0.80 | Reported |
| Treated event rate | 6.4 % | 8.0 × 0.80 |
| Absolute risk reduction | 1.6 pp | 8.0 − 6.4 |
| Number needed to treat | 63 | 1 ÷ 0.016 |
| Relative risk reduction | 20 % | 1 − 0.80 |
The last two rows describe the same finding. Only one of them is used in headlines.
In practice, sex-hormone-binding globulin rises as insulin resistance falls, which lowers free hormone fractions without any change in production. A free measure and a total measure can therefore move in opposite directions.
The counter-regulatory hormonal response to weight loss is well documented in the physiological literature and persists for a long time after the loss itself.
Record the draw time with the result, or the result is worth much less than you paid for it.