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Clinical · Bloodwork · continued

Revisiting: Liver enzymes drifting down and what that usually means posts 31–60

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

JH
j.habermannTL3Regular11 May 2026#31
b.jankowiak, post #7: Since Liver enzymes drifting keeps coming up, it should probably be a maintained page rather than a recurring thread. I am happy to draft it if someone with more direct experience will review it. Go to post

The version of Liver enzymes drifting that circulates here is a simplification of a simplification. It is not wrong, but it has lost the conditions under which it holds, and those conditions are where the interesting cases live.

22 likes in reply to #7 3mo
RO
r.oyelaranTL214 May 2026#32
j.habermann, post #31: The version of Liver enzymes drifting that circulates here is a simplification of a simplification. It is not wrong, but it has lost the conditions under which it holds, and those conditions are where the interesting cases live. Go to post

Two people in this thread mean different things by Liver enzymes drifting and are disagreeing about the definition while believing they are disagreeing about the facts. Worth pausing to define it.

10 likes in reply to #31 2mo
KF
k.farrugiaTL3Regular17 May 2026 · edited#33

Reading back through, this was answered upthread and I missed it. My fault.

3 likes 2mo
CB
c.balogunTL219 May 2026#34

Where a panel includes a calculated value, that value inherits the imprecision of everything it was calculated from and is usually reported without an interval.

0 likes 2mo
SP
s.poulsenTL3Regular22 May 2026#35

If someone has run Liver enzymes drifting properly I would rather read that than my own reconstruction of it. Posting mine only because the thread has gone quiet.

29 likes 2mo
AP
a.petrovTL225 May 2026#36
EM
e.mikkelsenTL2Member27 May 2026#37

On post #34 — agreed on the reasoning, with one qualification.

Repeat before acting is standard practice for an isolated abnormal result on most analytes, and it is standard for a reason.

Where I would look next, rather than where I would stop.

5 likes 2mo
DN
d.nwosuTL230 May 2026#38

Picking up post #37: that is the part I would want checked first.

Glycaemic markers integrate over different periods. A point glucose and a longer-term marker disagreeing is not a contradiction; it is two different questions.

0 likes 2mo
P
PSundbergTL2Member1 Jun 2026#39

Where I part company with post #37, and it is a narrow parting.

Liver enzyme changes during rapid weight loss are commonly reported and have several possible explanations, which is exactly why they need clinical interpretation rather than forum interpretation.

0 likes 2mo
YE
y.eriksenTL24 Jun 2026#40
p.diallo, post #8: Repeat before acting is standard practice for an isolated abnormal result on most analytes, and it is standard for a reason. Go to post

Post #37 is the version of this I will quote in future. One addition.

A trend needs at least three points to be a trend. Two points are a line and a line through noise is still a line.

21 likes in reply to #8 2mo
O
OTeixeiraTL3Regular7 Jun 2026#41

Where the Liver enzymes drifting reasoning breaks down for me is the step from the group result to the individual case. That step is almost never argued for.

28 likes 2mo
IO
i.oseiTL29 Jun 2026#42

A note on scope: what I am saying about Liver enzymes drifting applies to the case in the first post and I would not extend it further without checking.

0 likes 2mo
M
MJayawardenaTL3Regular12 Jun 2026 · edited#43

That is clearer than the version I had in my head. Thank you.

5 likes 2mo
SO
s.oyelaranTL214 Jun 2026#44
e.mikkelsen, post #37: On post #34 — agreed on the reasoning, with one qualification. Repeat before acting is standard practice for an isolated abnormal result on most analytes, and it is standard for a reason. Where I would look next, rather than where I would stop. Go to post

Post #40 and I disagree about the size of the effect, not about the direction.

Sample handling before analysis affects several analytes, and a haemolysed sample produces predictable artefacts that a laboratory will usually comment on.

14 likes in reply to #37 1mo
GH
g.haalandTL3Regular17 Jun 2026#45
dr_seong, post #9: The failure mode on Liver enzymes drifting is boring rather than dramatic. It is almost always the step everyone assumes was done correctly because it is too simple to get wrong. Go to post

Reference intervals: constructed to contain the central 95% of a reference population, which means one in twenty healthy people falls outside one by definition. Add biological variation and analytical imprecision and the base rate of a meaningless flag is substantial.

Reporting the observation and leaving the explanation open deliberately.

21 likes in reply to #9 1mo
SB
s.beaulieuTL219 Jun 2026#46

Everything in post #44 holds. The case it does not cover is the one I have.

On Liver enzymes drifting, the part that usually goes wrong is that the question is asked as though it has one answer. It has a range, and the width of the range is the interesting bit.

If you can post the two or three numbers you are working from, several people here will check the arithmetic rather than argue about the conclusion.

0 likes 1mo
O
OkaforTL3Regular22 Jun 2026 · edited#47

Building on post #46 rather than restating it.

Time of day: some biomarkers vary across the day. Cortisol in the morning differs from cortisol in the evening. Comparing results from different times of day is comparing things that are not the same.

2 likes 1mo
ID
il.dumitruTL224 Jun 2026#48

I changed my mind about Liver enzymes drifting after someone here asked me for the source and I could not produce one. That is worth saying out loud because it is the ordinary way it happens.

9 likes 1mo
SG
s.grahameTL2Member27 Jun 2026#49

Confirming post #46 from a second method, which matters more than confirming it from a second person.

Liver enzymes drifting sits at the boundary between what this community can usefully discuss and what it cannot, and I think it falls on the discussable side, narrowly.

0 likes 1mo
AK
ar.kravchenkoTL229 Jun 2026#50

A single value outside interval: usually uninformative on a single draw. What makes a result interesting: a trend across multiple draws, a magnitude well beyond the interval, a pattern that coheres with other values, or symptoms that fit.

2 likes 29d
ND
n.dziedzicTL22 Jul 2026#51

Filing a mild objection to the consensus on Liver enzymes drifting. Mild because I might be wrong; an objection because nobody has addressed the case that does not fit.

19 likes 26d
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BramleyTL2Member4 Jul 2026#52

What I would check first on Liver enzymes drifting is whether the thing being measured moved or whether the way of measuring it moved. Those look identical in a graph.

8 likes 24d
NN
n.nakamuraTL26 Jul 2026#53
Okafor, post #47: Building on post #46 rather than restating it. Time of day: some biomarkers vary across the day. Cortisol in the morning differs from cortisol in the evening. Comparing results from different times of day is comparing things that are not the same. Go to post

Analytical imprecision: any measurement has an error margin. A small difference in consecutive tests is usually measurement noise, not a real change. Knowing the imprecision helps distinguish noise from signal.

Same conclusion as the reply above, reached differently, which is mildly reassuring.

0 likes in reply to #47 22d
CN
c.niemelTL3Regular9 Jul 2026#54

This follows post #51 rather than contradicting it.

Liver enzymes: elevation does not specify cause. ALT and AST can rise from many things. Bilirubin helps narrow down the cause. Multiple markers together are more informative than one alone.

That is what I would do. It may not be what is correct.

0 likes 19d
SO
s.okonkwoTL211 Jul 2026#55
ID
isotonic_driftTL1Member14 Jul 2026#56
b.jankowiak, post #7: Since Liver enzymes drifting keeps coming up, it should probably be a maintained page rather than a recurring thread. I am happy to draft it if someone with more direct experience will review it. Go to post

Reading this Liver enzymes drifting thread as someone who came in with a fixed view: the third and seventh replies moved me and the confident ones did not.

13 likes in reply to #7 14d
RC
r.chukwuTL216 Jul 2026#57
s.oyelaran, post #44: Post #40 and I disagree about the size of the effect, not about the direction. Sample handling before analysis affects several analytes, and a haemolysed sample produces predictable artefacts that a laboratory will usually comment on. Go to post

The number people quote for Liver enzymes drifting is a central estimate presented without its interval, and the interval is wide enough that the estimate is nearly uninformative on its own.

2 likes in reply to #44 12d
CD
cohort_driftTL3Regular18 Jul 2026#58

A trend needs at least three points to be a trend. Two points are a line and a line through noise is still a line.

That has been true for the cases I have seen and I have not seen many.

0 likes 10d
TB
t.batistaTL221 Jul 2026#59

Time of day: some biomarkers vary across the day. Cortisol in the morning differs from cortisol in the evening. Comparing results from different times of day is comparing things that are not the same.

A modest claim, modestly supported.

0 likes 7d
I
IsaksenTL3Regular23 Jul 2026#60

Confirming post #59 from a second method, which matters more than confirming it from a second person.

Reference intervals: constructed to contain the central 95% of a reference population, which means one in twenty healthy people falls outside one by definition. Add biological variation and analytical imprecision and the base rate of a meaningless flag is substantial.

18 likes 5d