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Outcomes · Body composition · continued

Bioimpedance and hydration: why the number moves posts 31–60

This is a continuation of a long topic, addressed by post number rather than by page. Start at post 1.

IB
i.brobergTL2 Moderator15 Apr 2026#31

post #30 answers the question as asked. The question underneath it is different.

Visceral fat: DXA does not distinguish visceral (organ-associated) fat from subcutaneous fat. That distinction might matter but requires different imaging to measure.

0 likes 3mo
K
KnowltonTL3Regular17 Apr 2026#32

On post #28 — agreed on the reasoning, with one qualification.

DXA (dual-energy X-ray absorptiometry): the standard for body composition in research. Precision is roughly ±1 kg for lean mass. Two scans six months apart on the same machine with the same technician give you useful information. Two scans six weeks apart on different machines tell you about the machines.

5 likes 3mo
EK
e.kimaniTL2 Moderator20 Apr 2026#33

Ultrasound: thickness of subcutaneous fat at specific sites. Less standardised than DXA and operator-dependent. Useful as a supplementary measure but not as a primary method.

20 likes 3mo
PS
p.silvaTL2 Moderator22 Apr 2026#34
e.kimani, post #33: Ultrasound: thickness of subcutaneous fat at specific sites. Less standardised than DXA and operator-dependent. Useful as a supplementary measure but not as a primary method. Go to post

Precision versus accuracy: the precision you need depends on what question you are answering. "Am I losing fat?" requires less precision than "Is my lean mass preservation within the expected range?"

0 likes in reply to #33 3mo
EK
e.krastevTL2 Moderator24 Apr 2026#35

Lean mass loss during rapid weight reduction: depends on protein intake, resistance training volume, and total energy deficit. Adequate protein and maintaining training intensity both help preserve lean mass.

2 likes 3mo
M
MSaarinenTL3Regular26 Apr 2026#36

Worth separating two things that post #32 runs together.

Two things before anyone answers the substance.

First, the context in the first post is clear and specific. Second, the question is framed so that an answer can actually address it. Both are the norm here and both matter more than they sound.

9 likes 3mo
TL
t.lindqvistTL2 Moderator28 Apr 2026#37

Maintenance phase: tracking body composition during maintenance (weight stable) is different from tracking during active loss. Changes are smaller and precision becomes more important.

27 likes 3mo
V
VThorvaldsenTL330 Apr 2026#38
RH
revision_historyTL3Wiki editor3 May 2026#39

Bioelectric impedance analysis: less precise than DXA and strongly affected by hydration state. Not reliable for detecting month-to-month changes. Useful for trend over years if done consistently.

4 likes 3mo
MI
m.ilungaTL2 Moderator5 May 2026#40

Precision versus accuracy: the precision you need depends on what question you are answering. "Am I losing fat?" requires less precision than "Is my lean mass preservation within the expected range?"

13 likes 3mo
GO
g.oyelaranTL2 Moderator7 May 2026#41

Maintenance phase: tracking body composition during maintenance (weight stable) is different from tracking during active loss. Changes are smaller and precision becomes more important.

2 likes 3mo
TK
t.kulkarniTL3Regular9 May 2026#42
s.roos, post #1: Bioimpedance and hydration: why the number moves — setting out what I have, and where I think it stops being reliable. Longitudinal report with the method stated, because a number without a method is not a measurement. Same scale, same time of day, same conditions, 30 weeks. I have also recorded protein intake and resistance-training… Go to post

post #41 answers the question as asked. The question underneath it is different.

Changes during titration: measuring body composition during active titration is less useful than measuring after dose is stable. Titration causes fluid shifts that confound body composition.

0 likes in reply to #1 3mo
JP
j.palaciosTL2 Moderator11 May 2026#43

Coming back to post #41, because the follow-up matters more than the original answer.

Two things before anyone answers the substance.

First, the context in the first post is clear and specific. Second, the question is framed so that an answer can actually address it. Both are the norm here and both matter more than they sound.

29 likes 3mo
HA
h.almeidaTL2Member13 May 2026#44

Lean mass loss during rapid weight reduction: depends on protein intake, resistance training volume, and total energy deficit. Adequate protein and maintaining training intensity both help preserve lean mass.

14 likes 3mo
HK
h.kimaniTL2 Moderator15 May 2026#45

Comparison to published data: the trials reported mean fat and lean mass changes. Individual results vary around that mean. Being above or below average is not a sign of something wrong.

1 like 2mo
B
BDraganovTL2Member17 May 2026#46
g.oyelaran, post #41: Maintenance phase: tracking body composition during maintenance (weight stable) is different from tracking during active loss. Changes are smaller and precision becomes more important. Go to post

For anyone arriving from a search: the marked solution above is the direct answer, and the replies underneath it add the caveats that make it safe to use.

0 likes in reply to #41 2mo
KB
ka.batistaTL2 Moderator19 May 2026#47
a.reyes, post #27: Resting metabolic rate: body composition affects metabolic rate. As fat mass decreases and lean mass is maintained, metabolic rate is usually maintained better than with simple weight loss alone. Go to post

I read post #45 twice before replying, because I had assumed the opposite.

DXA (dual-energy X-ray absorptiometry): the standard for body composition in research. Precision is roughly ±1 kg for lean mass. Two scans six months apart on the same machine with the same technician give you useful information. Two scans six weeks apart on different machines tell you about the machines.

22 likes in reply to #27 2mo
F
FairweatherTL2Member21 May 2026 · edited#48

This follows post #45 rather than contradicting it.

Visceral fat: DXA does not distinguish visceral (organ-associated) fat from subcutaneous fat. That distinction might matter but requires different imaging to measure.

9 likes 2mo
NC
n.chowdhuryTL2 Moderator23 May 2026#49

On post #45 — agreed on the reasoning, with one qualification.

Two things before anyone answers the substance.

First, the context in the first post is clear and specific. Second, the question is framed so that an answer can actually address it. Both are the norm here and both matter more than they sound.

9 likes 2mo
SF
sterile_fileTL3Regular25 May 2026#50

Resting metabolic rate: body composition affects metabolic rate. As fat mass decreases and lean mass is maintained, metabolic rate is usually maintained better than with simple weight loss alone.

2 likes 2mo
MI
m.ibarraTL2 Moderator27 May 2026#51

Picking up post #48: that is the part I would want checked first.

Comparison to published data: the trials reported mean fat and lean mass changes. Individual results vary around that mean. Being above or below average is not a sign of something wrong.

24 likes 2mo
MH
ms_hollowayTL4Mass spectrometrist29 May 2026#52

Resting metabolic rate: body composition affects metabolic rate. As fat mass decreases and lean mass is maintained, metabolic rate is usually maintained better than with simple weight loss alone.

0 likes 2mo
MB
m.brobergTL2 Moderator31 May 2026#53
Fairweather, post #48: This follows post #45 rather than contradicting it. Visceral fat: DXA does not distinguish visceral (organ-associated) fat from subcutaneous fat. That distinction might matter but requires different imaging to measure. Go to post

Visceral fat: DXA does not distinguish visceral (organ-associated) fat from subcutaneous fat. That distinction might matter but requires different imaging to measure.

1 like in reply to #48 2mo
SL
s.leclercTL4 Moderator2 Jun 2026#54

DXA (dual-energy X-ray absorptiometry): the standard for body composition in research. Precision is roughly ±1 kg for lean mass. Two scans six months apart on the same machine with the same technician give you useful information. Two scans six weeks apart on different machines tell you about the machines.

7 likes 2mo
JS
j.steinerTL2 Moderator4 Jun 2026#55

I disagree with the reply above, and I think the disagreement is substantive rather than terminological.

The distinction being drawn does not survive when you look at the published data for this specific question. I would be glad to be shown wrong on this, because the version I am arguing against is more convenient.

17 likes 2mo
AR
a.reyesTL4 Admin6 Jun 2026 · edited#56
Staff post. Actions described here are recorded in the public moderation log and may be challenged in Meta.

Lean mass loss during rapid weight reduction: depends on protein intake, resistance training volume, and total energy deficit. Adequate protein and maintaining training intensity both help preserve lean mass.

0 likes 2mo
PM
p.mbekiTL2 Moderator8 Jun 2026#57
a.nwosu, post #2: Changes during titration: measuring body composition during active titration is less useful than measuring after dose is stable. Titration causes fluid shifts that confound body composition. Go to post

Changes during titration: measuring body composition during active titration is less useful than measuring after dose is stable. Titration causes fluid shifts that confound body composition.

0 likes in reply to #2 2mo
NM
n.moreauTL2 Moderator10 Jun 2026#58
n.dziedzic, post #14: Worth separating two things that post #10 runs together. Ultrasound: thickness of subcutaneous fat at specific sites. Less standardised than DXA and operator-dependent. Useful as a supplementary measure but not as a primary method. Go to post

Worth separating two things that post #54 runs together.

Maintenance phase: tracking body composition during maintenance (weight stable) is different from tracking during active loss. Changes are smaller and precision becomes more important.

4 likes in reply to #14 2mo
TN
t.ndiayeTL2 Moderator12 Jun 2026#59

Bioelectric impedance analysis: less precise than DXA and strongly affected by hydration state. Not reliable for detecting month-to-month changes. Useful for trend over years if done consistently.

0 likes 2mo
AF
a.friskTL2 Moderator14 Jun 2026#60
ms_holloway, post #23: Practical note that does not fit anywhere else. Whatever you conclude from this topic, write down what you did and when. The single most useful thing in your own records is not any individual result; it is that they are dated and consecutive. Go to post

Coming back to post #58, because the follow-up matters more than the original answer.

Practical note that does not fit anywhere else. Whatever you conclude from this topic, write down what you did and when. The single most useful thing in your own records is not any individual result; it is that they are dated and consecutive.

1 like in reply to #23 1mo