HbA1c and its lag: what a result three months old is telling you
The assay is not the problem. The interpretation of a lagging integral as a current measurement is the problem.
TheCompound Journal
Reporting on incretins, compounding & the peptide supply chain
Incretin science
A tour of the tissues where the receptor is expressed, and what happens in each.
The area postrema is a small structure in the floor of the fourth ventricle with an incomplete blood-brain barrier, which means it samples the circulation directly. It is also the chemoreceptor trigger zone. A drug that reaches it and activates receptors there will suppress appetite and provoke nausea by closely related routes, which is why the two effects track each other so tightly across doses and why the tolerability ceiling of this drug class is where it is.
Glucagon receptor agonism increases resting energy expenditure and promotes hepatic fat oxidation. It also stimulates hepatic glucose production, which in a person with impaired glycaemic control is the opposite of what is wanted. A triple agonist therefore has to be balanced so that the GLP-1 arm’s insulinotropic and glucose-lowering effects exceed the glucagon arm’s glucose-raising effect at every therapeutic concentration.
That balance is set by the sequence, not the dose, which is why glucagon-containing agonists have historically failed in development for glycaemic reasons rather than efficacy ones, and why the ratio is the number to look for in any new molecule’s pharmacology package. Reported phase 2 glycaemic data for the current triple agonists suggests the balance has been achieved; the phase 3 programmes will establish whether it holds across a broader population.1
Pancreatic beta cells: receptor activation potentiates glucose-dependent insulin secretion, which is why the class does not cause hypoglycaemia in the way sulfonylureas do — the effect requires elevated glucose. Alpha cells: suppression of glucagon secretion, also glucose-dependent. Gastric smooth muscle and enteric neurons: reduced antral motility and delayed emptying. Vagal afferents: signalling to the brainstem that contributes to satiety and to nausea.
Brainstem — area postrema and nucleus tractus solitarius: integration of peripheral satiety signals, and the site most plausibly responsible for nausea and vomiting. Hypothalamic arcuate nucleus: modulation of POMC and AgRP neuron activity, the classical appetite circuit. Cardiac atria: heart-rate increase of a few beats per minute, consistently observed and of uncertain clinical significance. Renal vasculature and tubule: effects on natriuresis and glomerular haemodynamics that are the most plausible mechanism for the renal outcome findings.2
A drug is not a dose. It is a pattern of signalling across tissues, and the pattern is a property of the sequence.
On why cross-molecule comparison needs head-to-head dataSlowed 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
| Half-life | Accumulation ratio | 90% of steady state | 97% of steady state |
|---|---|---|---|
| 3 days | 1.35 | 10 days | 15 days |
| 5 days | 1.66 | 17 days | 25 days |
| 7 days | 2.00 | 23 days | 35 days |
| 9 days | 2.33 | 30 days | 45 days |
| Calculated for first-order elimination and a 7-day dosing interval. Illustrative; not a dosing instruction. | |||
A resting heart-rate increase of roughly two to four beats per minute is one of the most reproducible findings in the class, observed across molecules, doses and populations. The mechanism is probably direct: GLP-1 receptors are expressed in the sinoatrial node region, and receptor activation has chronotropic effects in isolated preparations.
What it means clinically is unresolved. The cardiovascular outcome trials that reported the heart-rate increase also reported reductions in major adverse cardiovascular events, so whatever the chronotropic effect represents it is not overwhelming the benefit in the populations studied. That is a statement about trial populations and event rates, not a mechanistic reassurance, and the Journal reports it as such.
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.
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.
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.
The assay is not the problem. The interpretation of a lagging integral as a current measurement is the problem.
An accumulation model, drawn from published parameters, with its assumptions stated.
What the pivotal programmes measured and how often, which is a more defensible template than most published monitoring schedules.
A dual agonist is one molecule with two receptor activities. A co-formulation is two molecules in one pen. The coverage treats them as synonyms.
A plateau at an intermediate dose and a plateau at the maximum dose look identical from the outside and mean different things.
Concentrations fall by half a week, so a month away leaves a small fraction of steady state. Resuming at the previous dose presents the receptor with a step it has not seen…