One receptor, several signals: the case for reading semaglutide as a biased agonist
A tour of what happens in the thirty seconds after binding, and why it matters at week thirty.
TheCompound Journal
Reporting on incretins, compounding & the peptide supply chain
Discontinuation
Real-world persistence figures, with their definitions stated, because the definitions are doing most of the work.
The withdrawal trials tested planned, supervised, abrupt discontinuation in people who wanted to be in a trial. Almost nobody in the real world stops that way. They stop because a prior authorisation lapsed, because a formulary excluded the product, because the cash price rose, because the pharmacy had nothing to dispense, because a compounded preparation became unavailable when a shortage listing was resolved, or because the side effects were not worth the benefit. Each of those routes produces a different clinical situation, and the trials illuminate only the last one.
This 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.
Analyses of pharmacy claims consistently find that persistence with these agents for weight management is poor relative to their efficacy, with a large minority of people no longer filling prescriptions within a year of starting and discontinuation concentrated in the first three months.2 The pattern tracks coverage, deductible reset timing and cash price far more closely than it tracks clinical response, which is the signature of an economic rather than a therapeutic discontinuation.
Almost none of this appears in the clinical literature on withdrawal. The trials studied people who stopped because a protocol told them to, with the drug supplied free, in a population willing to be randomised. That is close to the opposite of the situation in which most discontinuation actually occurs: unplanned, unsupervised, at a time set by an insurer or a price rise rather than by a clinical assessment, and frequently without anybody being told it has happened.
The Journal reports discontinuation in both this department and The Ledger for that reason. The clinical trajectory after stopping is a Patient Notes question; why people stop is an economics question; and the two literatures currently do not speak to one another at all.
A supply gap is a discontinuation with no notice, no plan and no taper. Nobody has studied it as a clinical exposure.
On the shortage yearsA supply gap is a discontinuation with no notice, no plan and no taper. It differs from every other route to stopping in that it is imposed on both the patient and the prescriber, its duration is unknown at the outset, and it frequently ends as abruptly as it began. The shortage listings of recent years produced these events at population scale, and they have not been studied as a clinical exposure.
Three features make them distinctive. The patient cannot plan a maintenance strategy around an interruption of unknown length. Substitution — to a different agent, a different dose, or a compounded preparation — happens under time pressure and often without a dose-equivalence basis, since no head-to-head equivalence data exists between agents in this class. And the resumption problem described above applies in full, because the gaps were typically long enough to reset tolerability.
The Journal reported these events as they occurred and continues to think they represent the largest uncontrolled interruption experiment in the history of the class. What nobody collected was outcome data: how much weight was regained during the gaps, how many people never resumed, and what happened to the glycaemic control of those taking the drugs for diabetes rather than for weight.
| Reason | Randomised evidence on outcome | Typical notice | Resumption likely? |
|---|---|---|---|
| Protocol-driven withdrawal | Three designs | Planned | Not applicable |
| Reached target weight | None | Planned | Sometimes |
| Intolerable side effects | Discontinuation rates only | Days | Sometimes, lower dose |
| Cost or coverage loss | None | Weeks or none | Often, when coverage returns |
| Supply interruption | None | None | Usually, at reset tolerability |
| Discontinuation rates for adverse events are reported in every pivotal trial; outcomes after discontinuation for the other reasons are not, because the trials did not enrol people who stopped for them. | |||
The withdrawal question changes shape when the drug was prescribed for something other than weight. In the cardiovascular outcome trial of semaglutide in overweight and obesity without diabetes, the reduction in major adverse cardiovascular events emerged over years of continued treatment, and the trial provides no information about what happens to that benefit on cessation.3 The same applies to the renal outcome data in chronic kidney disease with type 2 diabetes, where the effect on kidney disease progression was measured over a median of several years of treatment.4
There is no reason to expect an outcome benefit that accrues over years to persist after the exposure ends, and no trial has tested it. For a person taking the drug for glycaemic control, stopping has an immediate and measurable consequence in HbA1c over the following three months. For a person taking it for cardiovascular or renal risk, stopping has no measurable short-term consequence at all, which makes the decision harder rather than easier.
This is the situation in which the Journal thinks the withdrawal-trial coverage has done the most damage. Framing discontinuation as a weight question invites a person taking the drug for kidney disease to reason about it in the wrong currency entirely.
Restarting after months away is well tolerated in general and the response is broadly reproducible: people who lost weight on an agent and stopped generally lose weight again on resuming, at a similar rate. There is no established phenomenon of a diminished second response in this class, and the withdrawal trials that re-offered treatment after their observation periods did not report one.
Three practical features recur. Escalation has to start again from a low dose for tolerability reasons, which means several weeks before the previous maintenance exposure is re-established. The nausea of a second escalation is frequently reported as worse than the first, for which the Journal has seen no mechanistic explanation and would not rule out reporting bias. And the weight trajectory on restarting begins from wherever the person now is, so a second course is a longer project than the first if regain was substantial.
None of this constitutes advice about whether to restart, which is a clinical decision. It is offered as a description of what the trial reports and the correspondence describe, and readers should note that no trial has been designed to study re-initiation as its primary question.
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.
This is reporting on a body of trial evidence and it is not advice about whether or how to stop taking a medicine. The decision to discontinue an agent prescribed for glycaemic control, cardiovascular risk or kidney disease is materially different from the decision to discontinue one prescribed for weight, and in every case it belongs with a clinician who has seen the person and knows why the drug was started.
Two further notes. Compounds sold for research use only are not approved for human use in any jurisdiction, and nothing here should be read as guidance about using them or about stopping their use. And where this piece describes what clinicians report doing about maintenance dosing, that is description of practice and not a schedule anybody should adopt from a magazine.
The Journal takes correspondence on this subject at letters@compoundjournal.com and factual challenges at standards@compoundjournal.com. Letters describing a personal experience of stopping are read with attention and are published, where they are published, as accounts rather than as evidence — a distinction this department tries hard to preserve in both directions.
The correspondence this department receives on stopping divides almost evenly between people frightened by regain figures they have seen quoted without denominators and people who stopped without difficulty and cannot understand the alarm. Both groups are reading the same trials. The difference is almost entirely a matter of which number was quoted to them and whether anybody explained what it was a proportion of.
Selected from correspondence received on this article. Writers are identified by initial, surname and city, verified before printing. Replies are from the desk that filed the piece or from the standards editor. Write to letters@compoundjournal.com.
Your piece describes tapering as pharmacologically pointless and then spends three paragraphs making a case for it. Pick one.
— P. Kovalenko, Lviv
Both, we think, and deliberately. There is no pharmacological rationale, because there is no withdrawal syndrome and a week-long half-life produces its own decline. There is a behavioural rationale, which is different in kind and untested. Our objection is to tapers advocated in pharmacological language, not to the practice.
I lost access for eleven weeks during the shortage, restarted at the dose I had been on because nobody told me otherwise, and spent a fortnight unable to keep food down. I had been on that dose for seven months without difficulty. Reading your resumption section was the first time anybody explained it.
— D. Ramkissoon, Port of Spain
It is entirely predictable from the label and the pharmacokinetics, and the failure to communicate it during the shortage period was systemic rather than individual. We are sorry it reached you this way and we are glad it reached you.
As a prescriber I would push back on your framing of the maintenance gap. We are not practising without evidence; we are practising on pharmacological inference, which is what clinicians do in every field where the trial has not been run. Calling it unevidenced makes reasonable practice sound reckless.
— R. Anand, Pune
A fair objection and we have adjusted the wording. Our intention was to locate the absence with the people who could have funded the trial rather than with the clinicians managing without it, and on rereading the original paragraph did not achieve that.
You say no dose-equivalence data exists between agents in this class. During the shortage my pharmacy substituted one for another on the basis of a conversion table they had printed from somewhere. Where would such a table have come from?
— C. Adeoti, Ibadan
Almost certainly from cross-trial comparison of weight-loss percentages, which is not an equivalence basis. There is no head-to-head dose-titration study permitting conversion between these agents, and STEP 8 — the only head-to-head weight trial we know of — compared two agents at their own licensed doses rather than establishing equivalence between them.
A tour of what happens in the thirty seconds after binding, and why it matters at week thirty.
The argument for a baseline panel is that it makes every subsequent result interpretable. The argument against frequent monitoring is that noise accumulates faster than…
Efficacy was never the question in this appraisal. Duration of treatment was.
The variance around the mean regain trajectory is large and unexplained, exactly as it is for the weight loss.
A design note rather than a result: what the comparator was, and what that permits you to conclude.
A design note rather than a result: what the comparator was, and what that permits you to conclude.