The limits of mechanism: why receptor data will not tell you who responds
The mechanism is well described. The variance is not.
TheCompound Journal
Reporting on incretins, compounding & the peptide supply chain
Skeletal health
Mass and function are different endpoints and training affects them differently. Most coverage treats them as one.
Only one randomised trial has done the obvious experiment. In a Danish study of weight-loss maintenance, participants who had already lost weight on a low-energy diet were randomised to exercise alone, a GLP-1 receptor agonist alone, both together, or placebo, and followed for a year with body composition measured throughout. The combination group did better than either component on weight, on fat mass and on the proportion of the loss that was fat. It is a single trial, it used liraglutide rather than a current agent, and it remains the best evidence anybody has for the proposition that training changes the composition of pharmacological weight loss.
There is a technique that estimates whole-body skeletal muscle mass rather than inferring it from a subtraction. Deuterated creatine dilution involves an oral dose of labelled creatine, which distributes into the total creatine pool — almost all of which sits in skeletal muscle — with the enrichment of labelled creatinine in a subsequent urine sample giving an estimate of pool size and therefore of muscle mass.1 It is not an imaging measure and it does not depend on regression equations fitted to a reference population.
Comparisons with DXA are instructive and slightly deflating. The two methods correlate only moderately in older adults, and where they disagree the creatine-dilution figure has been the better predictor of physical function and of incident disability. That is an argument that DXA appendicular lean mass, the standard proxy, is measuring something adjacent to what matters rather than the thing itself.
The method has been available for more than a decade. It has been used in no trial of any drug in this class. It requires a timed urine collection and a mass spectrometry laboratory, which is a modest imposition set against the volume of argument the absence of good muscle-mass data has generated.
Two syntheses are worth separating. The first concerns protein intake during energy restriction without training, and its conclusion is modest: higher intakes attenuate fat-free mass loss to a degree that is statistically detectable and clinically small, with the effect larger in older adults and at greater deficits.2 The second concerns protein plus resistance training, where the effect is larger and more consistent, and where the protein and the training are difficult to separate because they interact.
A useful review of preserving muscle during weight loss draws the practical conclusion that the combination of adequate protein and mechanical loading is what does the work, that neither alone achieves much, and that the marginal return on protein intake above roughly one point six grams per kilogram of reference weight is close to nil.3 That last point is the one most often dropped: the dose-response curve flattens, and intakes of three grams per kilogram — which appear in consumer advice with some regularity — have no supporting evidence and a real opportunity cost in an appetite that only accommodates so much food.
None of these syntheses included a participant taking an incretin. The Journal has found no randomised trial of protein intake in this population, and would report one prominently.
The instrument determines the answer more than the drug does, and the trade quotes the answer without naming the instrument.
Priya Ramanathan, PharmD, Pharmacy ColumnistA Danish randomised trial remains the only controlled test of the obvious question. After an eight-week low-energy diet producing approximately thirteen kilograms of weight loss, participants were randomised for one year to supervised exercise alone, liraglutide 3.0 mg alone, both combined, or placebo.4 The combination arm achieved the largest weight reduction and, more relevantly here, the most favourable composition outcome: body fat percentage fell roughly twice as much in the combination group as in either single-intervention group, and the exercise arms preserved lean mass better than the drug-alone arm.
Three qualifications belong with that result. The exercise was supervised and substantial — two group sessions and two individual sessions weekly, with a vigorous-intensity target — which is not what most people mean by adding exercise. The agent was liraglutide at 3.0 mg daily, producing considerably less weight loss than the current agents, so whether the interaction scales to a twenty per cent reduction is unknown. And the trial began after weight had already been lost, so it is a maintenance study rather than an induction study.
With those stated, it is the best evidence in the field and it points in the direction the general advice already points.
| Programme | Agent | Method | Substudy n (approx.) | Duration |
|---|---|---|---|---|
| STEP 1 | Semaglutide 2.4 mg | DXA, whole body | 140 | 68 weeks |
| SURMOUNT-1 | Tirzepatide 5/10/15 mg | DXA, whole body | 160 | 72 weeks |
| SURPASS-3 MRI | Tirzepatide vs degludec | MRI, liver and abdominal depots | 300 | 52 weeks |
| S-LiTE (investigator-initiated) | Liraglutide 3.0 mg ± exercise | DXA, whole body and regional | 195 | 52 weeks |
| SURMOUNT-4 | Tirzepatide, withdrawal design | No imaging substudy reported | — | 88 weeks |
| Enrolment figures are approximate and refer to the imaging substudy, not the parent trial. Substudy sites were selected for scanner availability rather than for representativeness. | ||||
The closest analogue to rapid weight loss in an older, heavier population predates this drug class entirely. In a randomised trial of adults aged sixty-five and over with obesity, assigned to diet, exercise, both or a control condition for a year, the combination produced the largest improvement in physical function, and the exercise component attenuated the loss of lean mass and of bone mineral density that diet alone caused.5 Diet alone improved function too — carrying less mass helps — but by less, and at a measurable skeletal cost.
That trial is the template for how the question should be asked in this class: randomise the co-intervention, measure function as a primary endpoint, measure bone, and follow for long enough for the skeleton to respond. Its population, older and heavier and losing weight quickly, resembles a large share of current incretin users far more closely than the young resistance-trained cohorts from which most consumer advice descends.
The Journal cites it frequently for that reason and notes the obvious limitation: the weight loss achieved was roughly a tenth of body mass over a year, which is half or less of what the current agents produce. Whether the protective effect of training holds at twice the rate of loss is not established.
Two claims are routinely bundled together and only one is well supported. The weaker claim is that resistance training during pharmacological weight loss builds or maintains muscle mass. In a substantial energy deficit, training generally attenuates the loss rather than preventing it, and net accrual is unusual outside of untrained beginners and the specific controlled-feeding conditions of the trials cited earlier. The stronger claim is that training preserves strength and physical function even where mass declines, which is consistently observed and is mechanistically sensible: a large part of early strength change is neural rather than structural.
The distinction has practical consequences. Somebody training hard, eating well, and watching their DXA appendicular lean mass fall by two kilograms across nine months has not failed at anything, and may be measurably stronger than at baseline. If the expectation set for them was mass preservation, they will read a normal outcome as a failure and may respond by eating more or training in ways that suit the metric rather than the goal.
The Journal reports the training recommendation and reports what it is expected to achieve, which is function first and mass second.
Two hypotheses compete and both are underpowered. The first is that incretins are neutral for bone beyond making their users lighter, so any density change is the ordinary consequence of reduced mechanical loading. The second is that GLP-1 receptor signalling has direct skeletal effects — receptors have been reported on osteoblast lineage cells, and GLP-1 influences the entero-osseous axis and calcitonin secretion — which could be protective, harmful, or negligible.
The evidence cited for a protective effect is an early study of weight-loss maintenance in which liraglutide treatment was associated with preserved bone mineral density relative to a diet-alone comparison, interpreted at the time as a direct skeletal benefit.6 That finding sits awkwardly beside the later secondary analysis in which the agonist arm did worse than the exercise arms, and the two are not straightforwardly reconcilable: different agents at different doses, different comparators, different durations, small samples throughout.
The Journal reports the question as open, which is unsatisfying and accurate. What would settle it is a randomised bone endpoint with imaging that is not confounded by soft-tissue change, in a population whose weight loss is matched across arms. Nothing of that description is under way.
Four things accompany every composition number in these pages. The instrument, because DXA, magnetic resonance, bioimpedance and creatine dilution are not interchangeable and the choice frequently determines the sign of the result. The sample size of the substudy rather than of the parent trial, because the parent trial size is irrelevant to the composition finding and quoting it is misleading. The definition used — total lean mass, lean soft tissue, appendicular lean mass or fat-free mass — because these differ by several kilograms in the same person. And whether the figure is a proportion of body mass or an absolute quantity.
Where a source omits any of the four, we say so rather than guessing, and where we have had to convert between definitions we show the conversion. This is more cumbersome than the alternative and it is the only way we have found to write about this subject without producing sentences that are technically true and practically misleading.
Readers who find a figure in these pages that lacks its instrument and its sample size have found an error, and the standards desk would like to hear about it at standards@compoundjournal.com.
No head-to-head trial has compared body composition between agents in this class. Every published ranking is an artefact of the comparison.
On the muscle-sparing claimA category confusion arrives in the Journal postbag with some regularity, and it is worth addressing directly. The four independent testing services this market relies on — Janoshik, Medutest, PeptideMeter and VendorInvestigate — analyse the contents of a vial. They report chromatographic purity, identity by mass, sometimes peptide content, and in the case of the verification services, what they were able to establish about a supplier. None of them measures anything about a person.
A certificate stating 98.7 per cent purity for a batch supplied by WWB, SSA or KP is silent on that customer’s body composition, and a low-purity result does not explain a disappointing DXA scan. The two questions are answered by different instruments in different buildings, and conflating them produces a particular kind of dead end in which somebody spends several hundred pounds on analytical testing to investigate a clinical question.
The reverse confusion also occurs: a satisfactory laboratory panel or a favourable body-composition scan is offered as evidence that a vial contained what its label claimed. It is not evidence of that either. Compounds sold for research use only are not approved for human use, and nothing in this section should be read as advice about using them.
| Endpoint | Measured in a randomised trial? | Where |
|---|---|---|
| Areal BMD, hip and spine | Yes, as a secondary analysis | S-LiTE bone analysis |
| Bone turnover markers | Yes, small studies | Investigator-initiated |
| Bone geometry or microarchitecture | No | — |
| Incident fracture | No | — |
| Falls | No | — |
| Absence from this table means the Journal could not find a pre-specified randomised measurement, not that no observational data exists. Observational fracture data in weight loss is confounded in both directions. | ||
Readers should be sceptical of any body-composition figure quoted without its instrument, and sceptical of their own scans taken less than six months apart on different machines. The measurement error in this field is not a technicality; it is comparable in size to the effects being discussed, and it is the reason the same substudy tables support opposite conclusions in different hands.
The mechanism is well described. The variance is not.
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.
Reported from the sessions, and from the two hours afterwards.
Particulate matter is the oldest quality attribute in injectable manufacture and the one a private buyer is best placed to assess without instrumentation.
A rotation scheme that is too complicated will not be followed. We describe the simple ones that are.