Vol. 3, No. 6 — June 2026Independent since 2024

TheCompound Journal

Reporting on incretins, compounding & the peptide supply chain

A monthly journal of record.
30 issues · 32 contributors
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Skeletal health

A few hundred participants carry the whole body-composition argument

A substudy powered to describe a mean is not a substudy powered to detect a clinically meaningful individual change.

The body-composition evidence for this drug class rests on a surprisingly small number of participants. In the semaglutide obesity programme, dual-energy X-ray absorptiometry was performed in a substudy of roughly one hundred and forty people across a subset of sites; in the tirzepatide obesity programme, in the region of one hundred and sixty. Those two cohorts, plus a magnetic-resonance substudy in the diabetes programme and a handful of investigator-initiated studies, are carrying essentially the entire public argument about whether these drugs cost their users muscle.

What the semaglutide DXA substudy measured

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.1 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.

The tirzepatide substudy, and the ratio it reported

SURMOUNT-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.2 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.

A body-composition report gives four decimal places and no confidence interval. That is the whole difficulty in one sentence.

On precision

The magnetic-resonance substudy in the diabetes programme

The most methodologically interesting composition data in this class did not come from an obesity trial. A magnetic-resonance imaging substudy within SURPASS-3, comparing tirzepatide against insulin degludec in type 2 diabetes, measured liver fat content and abdominal adipose tissue volumes rather than whole-body compartments.3 Approximately three hundred participants were imaged, which makes it the largest imaging substudy in the programme.

Liver fat content fell substantially more on tirzepatide than on insulin, as did visceral adipose tissue volume, and the separation between the arms was larger than the difference in total body weight would predict. That is the single most useful composition finding in the class, because it shows the two interventions redistributing tissue differently rather than merely producing different amounts of weight change.

Magnetic resonance is the better instrument for this question by some distance: it measures adipose tissue volumes directly and separates visceral from subcutaneous depots, neither of which DXA does well. It is also expensive, slow and unavailable at most trial sites, which is why the whole-body composition argument is still being conducted on DXA data from a few hundred people.

Protein intake targets, by source population
TargetPopulation it was established inDurationDenominator used
0.8 g/kg/dayGeneral adult requirement, nitrogen balanceWeeksCurrent body weight
1.2–1.5 g/kg/dayOlder adults, energy restriction6–12 monthsCurrent or adjusted weight
1.6 g/kg/dayResistance training, plateau of accrual8–16 weeksCurrent body weight
2.4 g/kg/dayResistance-trained young men, large deficit4 weeksCurrent body weight
1.5 g/kg reference weightObesity management guidanceNot trial-derivedReference 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.

What the substudies were never powered to detect

An imaging substudy inside a large trial is sized to describe rather than to test. The enrolment is set by how many participating sites have a scanner and by what the sponsor budgeted, not by a power calculation against a composition hypothesis, and the analysis is generally pre-specified as exploratory or descriptive. The consequence is that these substudies can report a mean change with a usable confidence interval and cannot support most of the questions asked of them.

They cannot, for instance, establish whether lean-mass change differs between dose arms, because the per-arm enrolment after splitting is in the low tens. They cannot establish whether it differs by age, sex, baseline adiposity or diabetes status, because those subgroups were not enrolled to be comparable. They cannot describe the distribution of individual responses, because the per-participant least significant change is a substantial fraction of the observed mean effect. And they cannot address function at all, because nobody measured it.

Nor was the imaging repeated when the programmes were extended. The two-year semaglutide extension reported weight, waist circumference and cardiometabolic parameters at week 104 and did not repeat the composition substudy, so there is no imaging at all beyond seventy-two weeks in this class.4 Whatever the trajectory of lean mass is in year two of treatment, nobody has measured it.

None of this is a scandal; it is the ordinary economics of trial substudies. It becomes a problem only when a descriptive group mean is quoted as though it characterised what will happen to an individual, which is now the normal register of coverage on this subject.

The endpoint nobody measured

The clinical question is not how many kilograms of lean tissue a person has. It is whether they can climb stairs, rise from a chair without using their arms, carry shopping, and recover from an illness that keeps them in bed for a week. Those are measurable — grip strength, gait speed, chair-stand time, stair-climb power, the short physical performance battery — and they are measured routinely in geriatrics and sports science. Not one phase 3 trial in this drug class has reported them as a pre-specified endpoint.

That absence is the strongest available criticism of the programmes, and it has been made in the general medical literature by authors who are otherwise unsympathetic to muscle-loss alarmism.5 Their argument is worth stating precisely: the concern about lean-mass loss is plausible but unquantified, the instrument used to assess it is a poor proxy for the tissue of interest, and the endpoints that would settle whether it matters are cheap, validated and were simply not collected.

Where function has been measured during substantial weight loss by other routes, the results are mostly reassuring: physical performance usually improves, because carrying less mass is itself a functional benefit. That is a reasonable prior and it is not a substitute for the measurement.

1.81.30.90.400.1Total mass (s…1Appendicular …1.5Whole-body le…1.6Total fat0.4Visceral fatkilograms
Figure. Least significant change between two same-device DXA scans, by compartment, expressed in kilograms for a representative 110 kg adult. Any difference smaller than the bar is not distinguishable from measurement noise.

How the Journal reports a body-composition figure

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.

What the testing services can and cannot tell you here

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.

References

  1. Wilding JPH, Batterham RL, Calanna S, et al. “Once-Weekly Semaglutide in Adults with Overweight or Obesity.” New England Journal of Medicine. 2021;384(11):989–1002.
  2. Jastreboff AM, Aronne LJ, Ahmad NN, et al. “Tirzepatide Once Weekly for the Treatment of Obesity.” New England Journal of Medicine. 2022;387(3):205–216.
  3. Gastaldelli A, Cusi K, Fernández Landó L, et al. “Effect of tirzepatide versus insulin degludec on liver fat content and abdominal adipose tissue in people with type 2 diabetes (SURPASS-3 MRI): a substudy of a randomised, open-label, parallel-group, phase 3 trial.” Lancet Diabetes & Endocrinology. 2022;10(6):393–406.
  4. Garvey WT, Batterham RL, Bhatta M, et al. “Two-year effects of semaglutide in adults with overweight or obesity: the STEP 5 trial.” Nature Medicine. 2022;28(10):2083–2091.
  5. Conte C, Hall KD, Klein S. “Is Weight Loss–Induced Muscle Mass Loss Clinically Relevant?” JAMA. 2024;332(1):9–10.

Letters to the Editor

5 printed

Selected from correspondence received on this article. Writers are identified by initial, surname and city, verified before printing. Replies are from the desk that filed the piece or from the standards editor. Write to letters@compoundjournal.com.

The soft-tissue artefact point in your bone section is underplayed. In a patient losing twenty per cent of body mass the change in overlying tissue is well outside the range the calibration was validated over, and the published analyses do not report a sensitivity analysis for it. That is not a caveat, it is a gap.

E. Nkomo, Polokwane

The Journal replies

We accept the escalation and have strengthened the wording. The absence of any published sensitivity analysis is, as you say, the more damaging observation.

My mother is eighty-one and on a low dose for her diabetes. Her weight is down nine kilograms and she now struggles to get out of a low chair, which she did not eighteen months ago. Nobody has measured anything. I do not know whether this is the drug, the weight loss, or being eighty-one, and neither does anybody I have asked.

J. Costanzo, Naples

The Journal replies

That is the situation the missing endpoint produces, and we are sorry to have no better answer. A chair-stand time takes thirty seconds to measure and would at least establish a baseline against which the next six months could be judged. It is worth asking for by name.

You write that no trial has measured strength. There are observational cohorts with grip strength data. Why do you insist on randomised measurement?

C. Aguirre, Rosario

The Journal replies

Because grip strength in an observational cohort of people who chose to take a drug, and who differ from those who did not in age, motivation and comorbidity, cannot separate the drug effect from the selection. We report those cohorts and we do not treat them as answering the question.

As a DXA technologist of twenty-two years I would add one thing to your precision section: the largest source of error in practice is not the machine, it is positioning. A patient scanned with their arms two centimetres further from their trunk will report different regional values. We are trained to a protocol and the protocol is not always followed.

G. Rasmussen, Odense

The Journal replies

We should have said this and did not. It also argues for what you presumably practise: same device, same technologist, same protocol, and a note in the record when any of those changes.

I am sixty-eight, I have lost nineteen kilograms over fourteen months, and my consultant has twice told me my lean mass is fine on the basis of a handheld bioimpedance device in the clinic corridor. Having read your piece on what that device measures, I am no longer sure what I have been reassured about.

N. Prasetyo, Surabaya

The Journal replies

Nor are we. A handheld device measures impedance across the upper body and infers the rest, and the inference is least reliable exactly where you sit: older, substantial weight change, changing hydration. That is not a criticism of your consultant’s judgement, which may be sound on other grounds, but the device is not the evidence for it.

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