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ForumsMASH / Liver DiseaseMASH biomarker panel — OWLiver, NIS4, ELF vs biopsy correlation

MASH biomarker panel — OWLiver, NIS4, ELF vs biopsy correlation

MASHdoc_SA Fri, May 29, 2026 at 1:42 AM 7 replies 314 viewsPage 1 of 2
MASHdoc_SA
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May 29, 2026 at 1:42 AM#1

This is the version of the explanation I wish somebody had given me, written down before I forget what confused me. It is about the baseline and follow-up panel, and it is deliberately narrow — everything I am not confident about is marked as such.

What is actually established

The single most useful discipline is bringing the whole panel to a clinician rather than one flagged value. One out-of-range result in isolation generates anxiety and unnecessary tests; the same result next to the trend and the rest of the panel usually generates a shrug.

The condition it depends on

One addition: if the lab changes analytical platform between your draws, the comparison breaks and nobody tells you. It is worth asking when a value moves inexplicably.

The practical version

Post reference ranges alongside numbers when you share them. Units differ by country — glucose and lipids especially — and half the confusion in these threads is unit mismatch rather than disagreement.

What I am not sure about

The bit I cannot resolve on my own is how often to repeat it, because quarterly seems to be the convention and I cannot find the reasoning. Happy to be told the question itself is wrong.

— MASHdoc_SA · corrections welcome and will be edited into this post with credit
1 21TirzTom
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Dr.GutHealth
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May 29, 2026 at 1:56 AM#2
MASHdoc_SA said:
The single most useful discipline is bringing the whole panel to a clinician rather than one flagged value.

No disagreement with MASHdoc_SA. One condition attached. Quarterly for the first year is convention rather than evidence, and it is defensible for a simple reason: it is roughly the interval over which HbA1c becomes informative again, since it reflects about three months of glycaemia. After the first year, and once doses are stable, annual is reasonable unless something specific is being followed.

50 20tyler_CSCS, VanRx_Mike, steve_okc and 47 others
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Dr.MetabolicMD
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May 29, 2026 at 2:10 AM#3
MASHdoc_SA said:
The single most useful discipline is bringing the whole panel to a clinician rather than one flagged value.

I read this differently from MASHdoc_SA, on substance rather than tone. I would drop the "get everything" instinct further than this thread does. Every extra test is another chance at a false positive, and incidental findings have their own cost in scans, biopsies and worry.

Last edited: May 29, 2026 at 4:10 AM
49 19HealthEcon_DC, PedsEndoPhilly, SleepDoc_PDX and 46 others
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rachel_ABQ
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May 29, 2026 at 2:24 AM#4

Taking the question as asked, rather than the general version of it. A defensible baseline is short: HbA1c and fasting glucose, a lipid panel with ApoB if you can get it, ALT and AST, creatinine with eGFR, TSH, ferritin and B12, and a full blood count. That set catches the things that change, the things that explain symptoms, and the things that alter the prescribing decision. Almost everything else on the long circulating lists is either invariant, uninterpretable without a specific question, or an incidental finding waiting to cause an unnecessary workup.

48 18SkepticalSean, Dr.CardioMD, EndoResFellow and 45 others
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nick_SD_fit
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May 29, 2026 at 3:36 AM#5
Dr.GutHealth said:
Quarterly for the first year is convention rather than evidence, and it is defensible for a simple reason: it is roughly the interval over which HbA1c…

Agreed, and ALT falling is not the same as fibrosis improving. Enzymes are a crude proxy; FIB-4 or elastography is what tells you about the thing that matters.

47 17SurmountFan_IN, PeptideChemSF, A1cHero_PHX and 44 others
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