The limits of mechanism: why receptor data will not tell you who responds

Everything in this department is written on the assumption that mechanism is worth understanding. It is also worth being explicit about what mechanism cannot do, because the gap between what receptor pharmacology explains and what a reader wants explained is wide and rarely acknowledged. Receptor data predicts average effects reasonably well. It predicts almost nothing about which individual will lose twenty-five per cent of their body weight and which will lose four.

The heart-rate signal

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.

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.¹

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.

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.

Two things follow practically from the pharmacology above, and only two. Consistency of dosing interval matters more than consistency of hour. And an interruption long enough to clear the drug is an interruption long enough to reset tolerability, which means resumption is a fresh escalation and not a continuation. Everything else in this piece is background.