LEADER misses on a secondary endpoint the coverage has not mentioned
A design note rather than a result: what the comparator was, and what that permits you to conclude.
TheCompound Journal
Reporting on incretins, compounding & the peptide supply chain
Lean mass
Mass and function are different endpoints and training affects them differently. Most coverage treats them as one.
The most instructive trials in this area were run before anybody had heard of an incretin. In older adults with obesity randomised to diet, exercise, both or neither, the combination preserved physical function and attenuated the loss of bone and lean tissue that dieting alone produced. That population — older, heavier, losing weight fast — resembles a substantial share of the people now taking these drugs far more closely than the resistance-training cohorts from which most protein and training advice is drawn.
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.
In the STEP 1 trial of once-weekly semaglutide 2.4 mg in adults with overweight or obesity without diabetes, mean weight reduction at sixty-eight weeks was approximately 14.9 per cent against 2.4 per cent on placebo.2 A body-composition substudy conducted at a subset of sites scanned approximately one hundred and forty participants by dual-energy X-ray absorptiometry at baseline and at week sixty-eight.
The substudy reported a reduction in total fat mass of roughly nineteen per cent in the semaglutide group, a smaller absolute reduction in lean body mass, and consequently an increase in the proportion of total body mass that was lean — from approximately fifty-seven per cent at baseline to approximately sixty-one per cent at week sixty-eight. Regional visceral fat mass fell proportionally more than total fat mass, which is the metabolically favourable direction.
Converted into the currency people argue in, roughly a third to two-fifths of the total mass lost in that substudy was lean tissue by the DXA definition. That is unremarkable against the dietary weight-loss literature. It is also a group mean from one hundred and forty people, reported at a single follow-up point, with no strength or function measurement alongside it.
A body-composition report gives four decimal places and no confidence interval. That is the whole difficulty in one sentence.
On precisionSURMOUNT-1 randomised adults with obesity or overweight without diabetes to tirzepatide at 5, 10 or 15 mg weekly or placebo for seventy-two weeks, with mean weight reduction of approximately 20.9 per cent at the highest dose against 3.1 per cent on placebo.3 A DXA substudy of approximately one hundred and sixty participants measured composition at baseline and at week seventy-two.
The reported result is usually summarised as a three-to-one ratio: total fat mass fell by roughly a third while lean mass fell by roughly a tenth, so approximately three-quarters of the mass lost was fat. The substudy also reported that the ratio of fat mass to lean mass change was more favourable on tirzepatide than on placebo, which is the comparison that matters and the one most often omitted, because placebo participants who lost a small amount of weight lost a proportionally larger share of it as lean tissue.
The Journal notes two limits on this figure. It is a mean across three dose arms pooled in some analyses and reported separately in others, and secondary coverage rarely says which. And a favourable ratio applied to a very large total loss still yields a substantial absolute lean-mass reduction, which is the legitimate residue of the concern.
| 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. | ||||
A ratio requires a denominator and this one has at least three in common use. Per kilogram of current body weight, one and a half grams gives a hundred and eighty grams a day for a person weighing a hundred and twenty kilograms — an intake that is difficult on a normal appetite and close to unachievable on a suppressed one. Per kilogram of a reference or ideal body weight, the same ratio gives perhaps a hundred and five grams. Per kilogram of measured lean mass, higher ratios are conventional and the absolute target lands somewhere between the two.
Guidance in the obesity literature generally uses reference weight or an adjusted weight for precisely this reason, and consumer material generally uses current weight without saying so, which inflates the target by a third or more in the population most likely to be reading it. A person then fails to meet an inflated target and concludes they are losing muscle.
The Journal reports protein targets against an explicitly named denominator, every time, and regards a gram-per-kilogram figure without a stated denominator as uninformative. Where a source does not say which weight it means, that is worth noticing rather than resolving by assumption.
A 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.
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.
Report lean mass as a proportion and it rises. Report it in kilograms and it falls. Selecting the framing selects the conclusion.
On denominatorsTwo commercial claims have attached themselves to this subject and both deserve naming. The first is that a particular agent in the class is muscle-sparing relative to the others. No head-to-head trial has compared body composition between agents in this class, at matched weight loss or otherwise. Cross-trial comparison of DXA substudies with different populations, durations, scanners and analysis definitions cannot support a ranking, and every published ranking of that kind is an artefact of the comparison rather than a finding.
The second is that a supplement, peptide or co-administered compound preserves lean mass during incretin treatment. The Journal has reviewed the material behind several such claims and found the same structure each time: a mechanistic rationale, a small study in a different population or in animals, and no randomised evidence in anybody taking a GLP-1 receptor agonist. Several of the compounds marketed for this purpose are sold for research use only and are not approved for human use in any jurisdiction, a fact that the marketing generally states in small type and contradicts in large.
Neither claim is refuted. Both are unevidenced, which in a market this size is the more useful thing to establish.
| Target | Population it was established in | Duration | Denominator used |
|---|---|---|---|
| 0.8 g/kg/day | General adult requirement, nitrogen balance | Weeks | Current body weight |
| 1.2–1.5 g/kg/day | Older adults, energy restriction | 6–12 months | Current or adjusted weight |
| 1.6 g/kg/day | Resistance training, plateau of accrual | 8–16 weeks | Current body weight |
| 2.4 g/kg/day | Resistance-trained young men, large deficit | 4 weeks | Current body weight |
| 1.5 g/kg reference weight | Obesity management guidance | Not trial-derived | Reference or ideal weight |
| No target in this table was established in anybody taking a GLP-1 receptor agonist. The denominator column is the reason the same ratio produces targets differing by a third or more. | |||
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.
A 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.
The Journal position on body composition is narrower than either camp would like. The drugs produce weight loss whose composition is, on the available imaging, at least as favourable as dietary weight loss and probably slightly better. The absolute lean-mass reduction accompanying a twenty per cent weight loss is nevertheless substantial, is unmeasured in functional terms, and is a reasonable thing for an older or already frail person to want managed. Both of those sentences are true and the argument has largely consisted of people insisting on one of them.
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