Holding a dose is a decision, not a failure
Nausea and gastric delay attenuate over weeks at an unchanged dose. That single physiological fact is the entire justification for holding.
TheCompound Journal
Reporting on incretins, compounding & the peptide supply chain
Assay behaviour
What the renal and hepatic outcome programmes actually measured, and over what duration.
There is a complication in the reference interval that deserves more attention than it gets. The upper limit of normal for alanine aminotransferase in most clinical laboratories was derived from reference populations that included people with undiagnosed hepatic steatosis, which inflates it. Work redefining the healthy range from a population screened for viral hepatitis, alcohol and metabolic risk found substantially lower limits — around thirty units per litre for men and in the region of nineteen for women. A person whose ALT falls from 46 to 32 has moved from clearly abnormal to normal by their laboratory interval and to borderline by a stricter one.
Serum creatinine is the breakdown product of creatine phosphate in skeletal muscle, produced at a rate approximately proportional to muscle mass and cleared predominantly by glomerular filtration. Estimated glomerular filtration rate is calculated from serum creatinine with adjustments for age and sex, which function as population-average proxies for muscle mass.1
When actual muscle mass falls, creatinine production falls, serum concentration falls, and the equation reports a higher estimated filtration rate. The magnitude is not trivial: a loss of four to five kilograms of lean tissue can shift estimated filtration rate upward by several millilitres per minute per 1.73 square metres with no change in the kidney whatever. The effect runs in the reassuring direction, which is why it is rarely questioned.
The check is cystatin C, a low-molecular-weight protein produced by all nucleated cells at a rate largely independent of muscle mass. Where creatinine-based and cystatin C-based estimates diverge substantially during rapid weight loss, the divergence is itself informative, and combined equations using both are available and better validated than either alone. Cystatin C has its own confounders — corticosteroids, thyroid dysfunction and adiposity all affect it — which is why the recommendation is to read the two together rather than to substitute one for the other.
The renal outcome programme in type 2 diabetes with chronic kidney disease is the only trial in this class designed with kidney endpoints as its primary purpose. It randomised participants with established chronic kidney disease and reported a reduction in a composite of kidney disease progression, kidney death and cardiovascular death, together with a slower annual decline in estimated glomerular filtration rate, over a median follow-up of several years.2
Two features of the eGFR data matter for anybody reading a panel. There is an initial dip in estimated filtration rate on starting treatment, of the order of one millilitre per minute per 1.73 square metres, which resolves and is followed by a slower long-term decline than in the comparator arm. That pattern — an acute dip followed by long-term preservation — is familiar from other renoprotective drug classes and is generally understood as a haemodynamic effect rather than injury.
The practical implication is that a small fall in eGFR in the first months of treatment is expected and is not evidence of harm, while a large fall is not expected and is. Distinguishing them requires knowing the reference change value for creatinine, which is around fourteen per cent, and knowing whether the person has been vomiting, which changes everything.
The earlier cardiovascular outcome trials in the class carried renal composites as secondary endpoints and reported reductions in new or worsening nephropathy driven largely by albuminuria, which is a weaker endpoint than the eGFR-based composites of the dedicated renal trial.34 Anybody quoting renal benefit from those programmes should say which component of which composite they mean.
One in twenty healthy people falls outside a reference interval by construction. On a comprehensive panel, the flagged result is the expected outcome.
On multiple testingMost clinical laboratories report an upper limit of normal for alanine aminotransferase somewhere between about 40 and 55 units per litre, with a modest sex difference or none. Those intervals were derived from reference populations that were screened for viral hepatitis and heavy alcohol use but not, in most cases, for hepatic steatosis — which was neither commonly diagnosed nor considered when many of the intervals were established.
Work redefining the healthy range in a large population of prospective blood donors, screened for viral markers, alcohol intake and metabolic risk factors, arrived at substantially lower limits: in the region of 30 units per litre for men and around 19 for women.5 Those figures have been influential in hepatology and have largely not propagated into general laboratory reporting.
The consequence for this population is direct. A person starting treatment with an ALT of 44 has a flagged result by a strict standard and an unflagged one by their laboratory interval; a fall to 31 during treatment represents normalisation by one standard and continued abnormality by the other. Neither reading is wrong. The Journal reports ALT against both where it can, and regards a laboratory report giving only the wider interval as incomplete rather than incorrect.
| Analyte | Direction during rapid loss | Principal reason | Finding or artefact? |
|---|---|---|---|
| Serum creatinine | Falls | Reduced muscle mass | Artefact of composition |
| eGFR (creatinine-based) | Rises | Follows creatinine | Artefact of composition |
| Alanine aminotransferase | Falls | Reduced hepatic fat | Finding |
| Triglycerides | Fall | Improved insulin sensitivity | Finding |
| LDL cholesterol | Falls slightly | Weight loss | Finding, small |
| Lipoprotein(a) | Little change | Largely genetic | Neither |
| Free triiodothyronine | Falls | Energy restriction adaptation | Artefact of deficit |
| C-reactive protein | Falls | Reduced adipose inflammation | Finding |
| Ferritin | Falls | Both inflammation and iron stores | Ambiguous |
| 25-hydroxyvitamin D | Rises | Smaller distribution volume | Artefact of composition |
| Lipase, amylase | Rise modestly | Drug class effect | Finding of unclear significance |
| Directions are typical rather than universal. The classification is the Journal’s own and is offered as an interpretive aid, not as a clinical rule. | |||
Amylase and lipase rise modestly on treatment with this drug class, by something in the region of ten to twenty per cent on average, and elevations above the upper reference limit are more common on drug than on placebo. This has been characterised most thoroughly in the liraglutide cardiovascular outcome programme, which followed more than nine thousand participants for a median of 3.8 years and therefore had the events to adjudicate.6 A dedicated analysis within it found higher mean enzyme concentrations on treatment with no corresponding excess of adjudicated acute pancreatitis, and concluded that the elevations had no useful predictive value for the clinical event.7
The diagnostic threshold for acute pancreatitis is a lipase above three times the upper reference limit in the presence of characteristic abdominal pain, or imaging evidence. Both limbs are required. A lipase of twice the upper limit in an asymptomatic person on treatment is a common finding with no established significance, and investigating it as though it were the first limb of a diagnosis produces imaging, anxiety and no information.
The Journal notes that this is one of the few places in this subject where the trial evidence is genuinely clarifying: somebody asked the question directly, measured the enzymes systematically, adjudicated the clinical events independently, and reported that the two did not track. That is what a useful safety analysis looks like.
During substantial weight loss on these agents, triglycerides fall markedly — reductions of the order of twenty per cent are reported in the obesity programmes — high-density lipoprotein cholesterol rises modestly, and low-density lipoprotein cholesterol falls only slightly.8 That pattern is the signature of weight loss and improved insulin sensitivity rather than of a lipid-lowering drug effect, and it is worth saying so, because the class is sometimes described as though it were one.
Two measurement points matter. Triglycerides have large within-person biological variation, with a reference change value above thirty per cent, so an individual fall of twenty per cent between two panels may be noise even though the group mean fall of twenty per cent in a trial is a solid finding. And fasting is no longer required for routine lipid assessment; non-fasting samples differ trivially for total and LDL cholesterol and modestly for triglycerides, and international consensus has favoured non-fasting measurement for a decade.9
Lipoprotein(a) is worth a separate sentence because it is the exception. It is largely genetically determined, changes little with weight loss, and if it is going to be measured at all it needs measuring once rather than monitored. A person expecting it to improve alongside everything else will be disappointed by a result that was never going to move.
Two departments meet in this subject and it is worth saying which is which. What a test measures and how it behaves is a laboratory-medicine question and belongs here. What to do about a result is a clinical question and belongs with somebody who has examined the person. The Journal reports the first and declines the second, including when readers send us their results and ask.
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.
You give the reference change value for ALT as about sixty per cent, which strikes me as so large as to make routine monitoring of it pointless. Is that your position?
— N. Ó Broin, Sligo
Not quite. It makes monitoring for small movements pointless, which is different. A doubling is well outside the RCV and is a real signal; a rise from 28 to 41 is not. The value of the test lies in detecting the former, and much of the anxiety it generates comes from acting on the latter.
As a biomedical scientist I would add one point to your reference-interval section: many laboratories do not derive their own intervals at all. They adopt the manufacturer interval for the platform, which was established in a population that may have nothing to do with the one being tested. The interval on the report can be a document about a different country.
— F. Duquesne, Lyon
This is correct, common, and something we should have stated. We have added it, and it strengthens rather than weakens the argument for within-person comparison.
My HbA1c was 6.1 before starting and 6.0 after four months. My clinic recorded this as no improvement in glycaemic control. My continuous monitor says my average glucose fell by a fifth over the same period. Which is measuring what?
— S. Nortje, Stellenbosch
Both are measuring correctly and the discrepancy is worth pursuing with your clinic rather than with us. A 0.1-point change is well inside the reference change value for HbA1c, so the assay has not detected a change; whether that is because the change is genuinely small or because something is affecting your glycation is not answerable from the numbers alone.
You describe the low-T3 pattern during energy restriction as benign adaptation. There is a body of opinion holding that it represents a genuine hypometabolic state requiring treatment. I do not hold that view but your readers will encounter it.
— T. Kirchner, Hamburg
They will, and we should have named it in order to say why we do not report it. There is no randomised evidence that treating the low-T3 pattern of energy restriction improves any outcome, and there is a mechanistic argument that suppressing an adaptive response is unlikely to help. We report it as adaptation for those reasons and would report a trial that changed the picture.
Nausea and gastric delay attenuate over weeks at an unchanged dose. That single physiological fact is the entire justification for holding.
What the pivotal programmes measured and how often, which is a more defensible template than most published monitoring schedules.
The panel drawn during a week of vomiting is measuring the vomiting.
Two withdrawal-design trials tell us what happens when treatment stops. Neither tells us what the lowest effective maintenance dose is.
A design note rather than a result: what the comparator was, and what that permits you to conclude.
The variance around the mean regain trajectory is large and unexplained, exactly as it is for the weight loss.