A missed dose, modelled: what happens to liraglutide concentrations over the following fortnight

The most consequential number in this drug class is not the dose. It is the elimination half-life, because the half-life determines the accumulation ratio, the accumulation ratio determines how much drug is present in week five relative to week one at an unchanged dose, and that difference is what patients experience as a treatment that keeps getting stronger without anybody changing anything.

How you get seven days out of a two-minute peptide

Three engineering strategies account for essentially every long-acting agonist on the market. The first is substitution at the DPP-4 cleavage site: replacing the alanine at position 8 with a residue the enzyme cannot process removes the fastest route of degradation. The second is acylation with a fatty-acid chain, which promotes reversible binding to serum albumin; albumin-bound drug is protected from renal filtration and enzymatic attack, and dissociates slowly to provide a circulating depot. The third is fusion to a large carrier — an immunoglobulin Fc fragment, for instance — which raises the hydrodynamic radius above the glomerular filtration threshold.

Semaglutide uses the first two, with a C18 diacid linked through a spacer. Liraglutide uses a shorter C16 chain and achieves roughly thirteen hours rather than seven days, which is a useful demonstration of how much the chain contributes. Dulaglutide takes the fusion route. The strategies are not interchangeable and they produce different distribution and clearance behaviour, not merely different durations.¹

The accumulation arithmetic, worked

For a drug given at a fixed interval, the accumulation ratio at steady state is approximately 1 / (1 − e^−kτ), where τ is the dosing interval and k is the elimination rate constant, itself 0.693 divided by the half-life. For a once-weekly drug with a seven-day half-life, τ and the half-life are equal, e^−kτ is 0.5, and the accumulation ratio is 2. In plain terms: at an unchanged weekly dose, average concentration at steady state is roughly twice what it is after the first injection.

Time to steady state depends only on the half-life, not on the dose or the interval: about 94% of steady state after four half-lives, 97% after five. For a seven-day half-life that is four to five weeks. This is why a fixed four-week escalation step exists at all — it is approximately the time required for the previous dose to stop increasing — and why escalating faster than that means escalating onto a still-rising exposure curve.

These are approximations that assume linear kinetics and complete absorption. Both assumptions are reasonable for this class and neither is exact.

A missed dose, modelled

Because exposure declines with a seven-day half-life, a single missed weekly dose leaves roughly half the accumulated concentration in circulation at the point the next dose would have been due, and roughly a quarter a week after that. That is why product labelling for once-weekly agonists generally permits taking a missed dose within a defined window and otherwise skipping it, and why a single omission rarely produces a dramatic change.

An interruption of four weeks or more is a different situation. By then concentrations have fallen to a small fraction of steady state, tolerability has substantially reset, and resuming at the previous dose means presenting the receptor with an exposure step it has not seen for a month. The clinical convention — resume lower and re-escalate — follows directly from the pharmacokinetics rather than from caution alone.²

Injection timing: what the kinetics permit

At steady state on a seven-day half-life the peak-to-trough variation across the dosing interval is modest — on the order of tens of per cent rather than folds. Moving the injection by twelve hours, or from one day of the week to another, does not meaningfully change total exposure. It does change when the highest concentrations occur relative to a person’s week.

Time to maximum concentration after subcutaneous injection is on the order of one to three days for the long-acting agonists, so an injection on Friday evening produces its concentration peak somewhere in the weekend. Whether that is desirable is a question about a person’s schedule, not about pharmacology. What the pharmacology does say is that consistency of interval matters more than consistency of hour, because the interval is what determines the accumulation ratio.

Delayed gastric emptying is the mechanism, not the complication

Slowed gastric emptying is frequently described as a side effect. It is more accurately described as a mechanism that becomes an adverse effect at sufficient magnitude. Delayed emptying blunts the post-prandial glucose excursion, which is part of the glycaemic benefit, and it produces early satiety, which is part of the weight effect. Beyond a threshold it produces nausea, vomiting, reflux and the sensation of food sitting undigested.

Two properties of the effect matter clinically. It is dose-dependent, and it exhibits partial tachyphylaxis: the magnitude of delay attenuates over weeks of continued exposure at a fixed dose, which is the physiological basis for the observation that tolerability improves if a dose is held rather than escalated. The residual delay at steady state is real and is the reason pre-procedural fasting guidance for this class exists at all.³

The response distribution nobody can explain

In the large obesity trials, mean weight reduction is reproducible to within a percentage point or two across programmes. The distribution around that mean is wide and consistent: a substantial minority of participants lose more than a quarter of their body weight, and a smaller but non-trivial group lose almost nothing. Reported non-response rates — usually defined as failing to reach 5% reduction — run to roughly one participant in seven to one in ten depending on the molecule and dose.

Nothing measurable at baseline has been shown to predict which group an individual falls into with useful accuracy. Receptor polymorphisms have been examined and explain little. Baseline BMI, sex, diabetes status and age shift the mean modestly and the variance barely at all. The honest summary is that this is the largest unexplained quantity in the field, and that any source claiming to predict individual response is claiming something the literature does not support.⁴

Desensitisation, and what it does and does not explain

Receptor internalisation following agonist binding is well established in vitro, and the popular inference is that "the receptors get used to it", explaining plateaus. The inference outruns the evidence in two ways. First, plateaus in the trials occur at around sixty to seventy weeks and coincide closely with the point at which reduced body mass lowers energy requirement enough to re-establish balance, which is a sufficient explanation without invoking receptor changes. Second, weight regain on withdrawal is rapid and near-complete, which is difficult to reconcile with a model in which the receptor has become unresponsive.

The tolerability tachyphylaxis discussed above — the attenuation of nausea and gastric delay over weeks at a fixed dose — is separately well supported. Two different phenomena share a name, and conflating them produces confident conclusions about plateaus that the data does not license.

Why any of this belongs in a general publication

An argument could be made that receptor pharmacology is a specialist concern and that readers need practical guidance instead. The Journal’s position is the opposite, for a specific reason: almost every piece of bad advice circulating about this drug class is a mechanistic error with a practical conclusion attached.

Escalating on a fixed calendar regardless of symptoms is an error about accumulation kinetics. Splitting a weekly dose into daily fractions to reduce side effects is an error about half-life and steady state. Assuming a molecule with GIP activity is simply a stronger version of one without is an error about selectivity. Expecting weight to keep falling indefinitely is an error about energy balance. In each case the practical advice is wrong because the mechanism was misunderstood, and in each case understanding the mechanism is not much harder than memorising the rule.

A note on sources

Everything above is drawn from the peer-reviewed pharmacology and clinical literature and from regulatory assessment reports, which are more informative than the papers on questions of dose selection and exposure. Where a claim rests on in-vitro work in transfected cells, this piece says so, because the translation of such work to human physiology has failed often enough in this field to deserve a standing caveat.

Where the Journal reports a trial number it states the estimand behind it, because the treatment-policy and trial-product estimands differ by two to three percentage points in the obesity programmes and the difference is routinely lost in secondary coverage. Nothing here is a recommendation, and none of the compounds discussed as research chemicals are approved for human use.

What has actually changed in the last three years

Three things, on the Journal’s assessment. First, the demonstration that a dual agonist could produce weight reduction approaching bariatric-surgical magnitude moved the field’s expectations, and with them the design of every subsequent programme. Second, the cardiovascular and renal outcome results reframed the class from metabolic-cosmetic to cardiometabolic, which changed reimbursement arguments far more than it changed prescribing.

Third, and least remarked, the pharmacology of oral administration became tractable. That is a manufacturing and access story as much as a scientific one: an oral small molecule has a completely different cost structure, cold-chain requirement and supply profile from an injectable peptide, and if it holds up in phase 3 it will do more to change who can get treated than any of the receptor science described above.

What remains genuinely open is the variance. Mean effects in this class are among the best-characterised in modern pharmacology, and individual response remains unpredictable in a way that no receptor-level account currently explains. Until that changes, the most defensible thing anybody can say about an individual starting treatment is that the average is well known and their own result is not.