The out-of-range flag is a statistical convention with a printer attached
A flag is a probability statement about a population. It is not a statement about the person holding the printout.
TheCompound Journal
Reporting on incretins, compounding & the peptide supply chain
Interruption
An absence of evidence is not evidence of harm. It is also not a licence.
Pharmacokinetics constrains the discussion without resolving it. A drug with a seven-day half-life given fortnightly reaches a lower average concentration and a considerably larger peak-to-trough ratio than the same drug given weekly; the accumulation ratio falls from about two to about one and a third. So a fortnightly schedule is not half a weekly dose in effect — it is a lower average exposure delivered in a more variable pattern, and the tolerability and efficacy consequences of that pattern have not been measured.
This section is short because the evidence is. The Journal has searched the trial registries and the published literature for any randomised comparison of an intermittent schedule against a standard weekly schedule for any GLP-1 receptor agonist or dual agonist, at any dose, for any indication. We have found none. We have also found no observational cohort large enough to characterise outcomes on such a schedule with the standard confounders addressed.
What exists is dose-ranging data from the phase 2 programmes, which establishes that lower average exposures produce smaller weight effects, and pharmacokinetic modelling, which establishes what average exposure and what peak-to-trough ratio a given interval would produce. Neither tells you whether a fortnightly schedule maintains weight in somebody who has already lost it, which is the question actually being asked.
An absence of evidence is not evidence of harm and the Journal does not present it as such. It is, however, the entire evidentiary position, and readers encountering confident protocols for intermittent use should know that the confidence is not coming from data. Nothing in this section is advice, and the compounds sold for research use only that appear in some of these protocols are not approved for human use.
For a drug eliminated with first-order kinetics, the accumulation ratio at steady state is approximately one divided by one minus the exponential of minus the elimination rate constant times the dosing interval. For a seven-day half-life given weekly, that yields a ratio of about two. Given fortnightly, the interval is two half-lives, the residual fraction at the next dose is a quarter, and the accumulation ratio falls to about one and a third.
Two consequences follow. Average concentration on a fortnightly schedule at the same nominal dose is roughly a third lower than weekly, not half, because accumulation differs. And the peak-to-trough ratio rises from modest to fourfold, so the exposure pattern is qualitatively different: the person spends part of each cycle at an exposure that would be sub-therapeutic on a weekly schedule and part at a higher peak.
What the arithmetic cannot tell you is whether that pattern is better, worse or equivalent for maintaining weight, because the relationship between exposure pattern and weight effect is not known — only the relationship between average exposure and weight effect at steady state. The modelling is solid and it answers a different question from the one people bring to it.
That a treatment for a chronic condition stops working when it is stopped is not a finding about the treatment. It is a finding about the condition.
On how the withdrawal trials were receivedThis is the most practically consequential item in the whole subject and the one least often stated in advance. Gastrointestinal tolerability to these agents develops over weeks of continued exposure and decays when exposure is removed. After four weeks without the drug, plasma concentrations are a small fraction of steady state and the tolerability accommodation has substantially reset. Resuming at the previous maintenance dose therefore presents the system with an exposure step it has not experienced for a month.
The clinical convention — resume at a lower dose and re-escalate — follows from the pharmacokinetics rather than from caution.1 Product labelling for several agents in the class advises consideration of re-initiation at a lower dose after an extended interruption, and the threshold at which this applies differs between products, which is a detail worth checking against the specific label rather than a general rule.
The shortage period demonstrated the consequence of ignoring this at scale. Large numbers of people lost access for six to ten weeks, resumed where they had left off, and experienced nausea and vomiting considerably worse than during their original escalation. It was predictable, it was predicted by anybody who had read the label carefully, and it was almost never communicated.
| Study | Design | Lead-in | Randomised follow-up | Lifestyle support after |
|---|---|---|---|---|
| STEP 1 extension | Off-treatment observation | 68 weeks on drug | 52 weeks off | Withdrawn |
| STEP 4 | Randomised switch to placebo | 20 weeks to 2.4 mg | 48 weeks | Continued |
| SURMOUNT-4 | Randomised switch to placebo | 36 weeks to max tolerated | 52 weeks | Continued |
| S-LiTE | Post-diet maintenance, 4 arms | 8-week low-energy diet | 52 weeks | Continued |
| STEP 5 | Continuous treatment, no withdrawal | — | 104 weeks on drug | Continued |
| The first three are the withdrawal evidence base. STEP 5 is included because it is the only two-year continuous-treatment comparator and is frequently cited alongside the withdrawal data as though it were part of it. | ||||
The Journal’s position is that three trials would resolve almost everything currently argued about in this area, and that all three are straightforward. The first is a dose-reduction design: after a lead-in to target, randomise to full dose, one step down, two steps down, or placebo, and follow for a year with weight as the primary endpoint. It would establish the shape of the descending dose-response curve and would cost a fraction of a pivotal programme.
The second is an interval design: after a lead-in, randomise to weekly, fortnightly and three-weekly administration at the same nominal dose. It would answer the intermittent-schedule question directly and would settle whether the exposure pattern matters independently of average exposure.
The third is a taper design: randomise abrupt cessation against a stepped reduction over twelve weeks, with appetite, eating behaviour and weight measured for a year afterwards. It would test the only argument for tapering that is worth testing.
None of the three is under way as far as the Journal can establish. Readers who know otherwise should write to letters@compoundjournal.com; a registered protocol for any of them would be news in this department.
Four things accompany every regain number in these pages. Which withdrawal design it comes from, because an off-treatment extension and a randomised placebo switch are different experiments. Whether the lifestyle intervention continued in the arm being described. What the denominator is — regain as a percentage of body weight, as a percentage of the weight lost, or as a final position relative to original baseline, three quantities that are routinely quoted interchangeably. And the follow-up duration, because the regain curve decelerates and a figure at six months is not a figure at a year.
The third of those is where most of the misreporting happens. A statement that participants regained two-thirds is a proportion of loss; a statement that they regained eleven per cent is a proportion of body weight; a statement that they finished 5.6 per cent below baseline is a final position. All three can describe the same arm and they are not interchangeable.
Where a source we are quoting has not stated its denominator, we say that rather than inferring it. Readers who find a regain figure in these pages without its design and its denominator have found an error, and the standards desk would like to hear about it at standards@compoundjournal.com.
What the shortage years demonstrated, at a scale no trial will ever match, is that this class is now being stopped and restarted routinely by circumstance rather than by decision. That is the discontinuation that actually happens, and there is no literature on it at all. The Journal regards documenting it as reporting rather than research, and will keep doing so.
A flag is a probability statement about a population. It is not a statement about the person holding the printout.
A plateau at an intermediate dose and a plateau at the maximum dose look identical from the outside and mean different things.
The alternatives with shorter windows, what they measure, and why they are rarely ordered.
A dose held long enough stops being a pause and becomes a maintenance decision. That transition is rarely made explicitly.
A design note rather than a result: what the comparator was, and what that permits you to conclude.
Which markers are informative, which are confounded, and which move for reasons unrelated to nutrition.