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Is a four-month stall adaptive thermogenesis or measurement error?

Asked 24 Nov 2025Modified 4 months agoViewed 8.6k times
9

Intake is tracked, imperfectly, and I am aware of the direction of the error.

I think I have a problem. I am not yet sure whether it is a real problem or a measurement artefact.

I want to know whether this is recoverable or whether the honest answer is to write it off.

How do I distinguish the benign explanation from the one that matters?

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askedlucia_marchetti18k2824 Nov 2025
5I would gently push back on the second point — the evidence there is thinner than stated. – Dr_Colm_Fitzhenry 8 months ago
4Adding for future readers: the certificate should carry the lot number, not just a batch code. – t_oyelaran 6 months ago
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3 Answers

Accepted answer first, then by votes
86

Accepted answer

In practice, the distinction that resolves this is between proportional loss and functional loss. Losing lean mass in proportion to total mass is what happens in every weight loss intervention. Losing function is not, and function is measurable.

Hydration state moves a DEXA lean-mass figure directly, because the algorithm assigns water to the lean compartment. Scanning fasted, at the same time of day, before training and without a recent high-carbohydrate day is the difference between a comparable sequence and a noisy one. Bioelectrical impedance is far more sensitive to hydration again, which is why its trend is unusable at this timescale.

Absolute strength holds up better than scale weight during a deficit for a straightforward reason: strength is substantially neural and skill-based, and the contractile tissue you retain is being trained harder relative to its size. Grip strength and repetition maxima are therefore lagging indicators of muscle loss rather than leading ones, which is an argument for measuring both.

Adaptive thermogenesis — a fall in energy expenditure beyond that predicted by the change in body composition — is documented across weight-loss interventions and is the mechanistic basis for the plateau being expected rather than anomalous.

One qualification: none of this is a clinical assessment, and unexplained loss of function rather than of mass is a reason to see someone rather than to adjust a programme.

The plateau is arithmetic. Treat it as arithmetic and the response follows.

edited 6 Apr 2026 by Dr_Signe_Baldursdottir — added a caveat about sampling

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answered · acceptedDr_Signe_Baldursdottir46k3816 Mar 2026
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What the data supports is narrower than what gets recommended, so it is worth separating the two.

DEXA precision is better than people assume for fat mass and worse than people assume for lean mass in a single scan — the least significant change for regional lean mass on a well-maintained scanner is on the order of a few per cent. That means two scans three months apart can differ without anything having happened, and it means a scan sequence needs to be at least three points before a trend is interpretable.

Stated carefully, cardio does not interfere with lean-mass retention at the volumes anyone here is doing; the interference effect in the literature appears at high concurrent volumes in trained athletes. What cardio does at a large deficit is add to the deficit, which is either the point or a problem depending on the objective.

The limitation of the arithmetic is that it assumes intake is being measured accurately, and self-reported intake is systematically underestimated by a substantial margin.

Train, eat the protein, measure something functional, and give the trend three months before you interpret it.

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M4
answeredmz_411399k25828 Nov 2025
24

In practice, start with the arithmetic, because the answer to the practical question is usually a number and the number is usually achievable.

The first four weeks of loss is substantially fluid and glycogen. Each gram of stored glycogen carries roughly three grams of water, and total glycogen is on the order of 400 to 500 g, so the obligatory water shift alone accounts for a couple of kilograms. This is why the first month looks dramatic and the second looks like a plateau when in fact the fat-loss rate has not changed.

Worth being precise here: fibre at very low total intake is a trap. Soluble fibre needs water and motility to work; insoluble fibre adds bulk to a slow transit. At 900 kcal a day with delayed gastric emptying, an osmotic agent is more predictable than a bulking one, and adequate fluid is doing more work than either.

The body-composition substudies in the major programmes consistently report that the proportion of weight lost as fat mass is approximately three quarters or better, with the lean-mass fraction falling within the range seen in dietary weight loss of comparable magnitude[1].

A maintenance plan written before you need it is worth more than a better loss plan.

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TA
answeredtri_gly_ala48k3822 Feb 2026
Thank you — the worked example is what makes this usable. – Dr_Priya_Raghunathan 2 months ago
8Related: the same reasoning applies to the counter-ion question. – a_lindgren 22 days ago
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