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Clinical · Bloodwork

Reference intervals: how they are constructed and why one in twenty flags

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JM
j.mwangiTL4 Moderator6 Oct 2025#1

Reference intervals: how they are constructed and why one in twenty flags — setting out what I have, and where I think it stops being reliable.

Reference intervals: what I expected, what I found, and the gap between them.

I am posting the gap rather than a theory about it. My theories about gaps like this one have not held up well.

14 likes 10mo
JH
j.hartmannTL213 Oct 2025#2

Adding a note of thanks rather than an opinion. I did not know most of that.

1 like 9mo
K
KnowltonTL3Regular17 Oct 2025#3

On reference intervals, I would rather understate and be corrected upward than overstate and be quoted. That is a house style here and it is a good one.

0 likes 9mo
GO
g.oyelaranTL221 Oct 2025#4

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

It took me longer than it should have to see that.

25 likes 9mo
TK
t.kulkarniTL3Regular25 Oct 2025#5

Reference intervals are constructed to contain the central ninety-five per cent of a reference population, so one healthy person in twenty falls outside one by definition.

Filing this under things that are true until someone shows me otherwise.

12 likes 9mo
BF
b.friskTL228 Oct 2025#6

Comparing results across laboratories is harder than it looks because reference intervals and methods differ. The same sample can produce different numbers and different flags.

I would rather be precise about what I do not know than vague about what I do.

4 likes 9mo
RJ
r.jhannsdttirTL3Regular1 Nov 2025 · edited#7

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

0 likes 9mo
VB
v.bergstromTL24 Nov 2025#8
b.frisk, post #6: Comparing results across laboratories is harder than it looks because reference intervals and methods differ. The same sample can produce different numbers and different flags. I would rather be precise about what I do not know than vague about what I do. Go to post

Taking post #7 at face value and following it one step further.

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.

0 likes in reply to #6 9mo
CT
c.tullochTL27 Nov 2025#9
K
KLindqvistTL4 Moderator10 Nov 2025#10

Adding the measurement that post #7 says would settle it.

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.

7 likes 9mo
NB
n.bridgewaterTL2Member13 Nov 2025#11

This follows post #8 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.

Adding a source would improve this post and I do not have one to hand.

0 likes 8mo
AN
a.norgaardTL216 Nov 2025 · edited#12
b.frisk, post #6: Comparing results across laboratories is harder than it looks because reference intervals and methods differ. The same sample can produce different numbers and different flags. I would rather be precise about what I do not know than vague about what I do. Go to post

Worth separating two things that post #10 runs together.

What I would tell a new member reading about reference intervals for the first time: the confident posts are not the reliable ones, and the reliable ones are longer.

2 likes in reply to #6 8mo
L
LJankowiakTL3Regular19 Nov 2025#13

An update on my earlier reference intervals post: the pattern held for another six weeks and then stopped, which I did not predict and cannot explain.

8 likes 8mo
NL
ne.laurentTL222 Nov 2025#14
K
KTurkingtonTL3Regular24 Nov 2025#15

I think the reference intervals question is answerable and has not been answered, which is a more optimistic position than most of this thread.

0 likes 8mo
TD
t.demirTL227 Nov 2025#16
TI
trough_indexTL3Regular30 Nov 2025#17

Post #15 is right about the mechanism and I think understates the practical bit.

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.

It is worth stating the boring hypothesis before the interesting one.

13 likes 8mo
EM
e.mwangiTL22 Dec 2025#18

Adding a null result on reference intervals. I looked, carefully, and found nothing, and null results deserve posting precisely because they never are.

26 likes 8mo
EL
e.lokkenTL25 Dec 2025 · edited#19

The most useful thing anyone has posted about reference intervals in this category was a table of what had been measured and by whom. That is what I would want again.

1 like 8mo
CR
c.rasmussenTL28 Dec 2025#20

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.

7 likes 8mo
NH
new_here_2026TL1Member10 Dec 2025#21

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

It cost nothing to check and would have cost something not to.

9 likes 8mo
AN
a.nybergTL213 Dec 2025#22

A note on how reference intervals gets discussed rather than on reference intervals itself: the confident posts get the replies and the careful ones get ignored, and the careful ones have been right more often.

2 likes 7mo
QL
quiet_lurkerTL2Regular15 Dec 2025#23

Agreed, and I will stop repeating the version of this I had been repeating.

0 likes 7mo
JB
j.bhattacharyaTL218 Dec 2025#24
new_here_2026, post #21: Repeat before acting is standard practice for an isolated abnormal result on most analytes, and it is standard for a reason. It cost nothing to check and would have cost something not to. Go to post

Bringing the actual numbers with intervals to an appointment is far more useful than describing them, and clinicians here consistently say so.

This is the sort of thing that ought to be settled and apparently is not.

21 likes in reply to #21 7mo
SC
s.chowdhuryTL3Regular20 Dec 2025#25

The honest answer on reference intervals is that it depends, and the useful part is the list of what it depends on. Four items, in rough order of how much they matter.

Most people get the first two right and then argue about the fourth.

5 likes 7mo
AI
an.ibarraTL222 Dec 2025#26

General information rather than advice about anyone's care. A single value outside a reference interval, on a single draw, in an otherwise unremarkable panel, is usually uninformative.

Reading it back, the second half matters more than the first.

1 like 7mo
FN
formulary_notesTL3Regular25 Dec 2025#27

Everything in post #24 holds. The case it does not cover is the one I have.

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.

30 likes 7mo
RB
r.bruunTL227 Dec 2025#28
a.nyberg, post #22: A note on how reference intervals gets discussed rather than on reference intervals itself: the confident posts get the replies and the careful ones get ignored, and the careful ones have been right more often. Go to post

Narrowing post #27, because the general version has more than one answer.

On reference intervals I would separate what is worth knowing from what is worth acting on. The first list is long and the second is short, and conflating them is how threads get heated.

15 likes in reply to #22 7mo
TH
TL4_HalvorsenTL4Leader · Journal club29 Dec 2025#29

I had written a reply contradicting post #27 and deleted it. Here is what survived.

The most useful thing this subcategory does is help people tell an interesting result from an uninteresting one before booking an appointment about it.

20 likes 7mo
CC
ch.correiaTL21 Jan 2026#30

Lipid panel interpretation: total, LDL, HDL, triglycerides all on one panel. Reading them together is more informative than reading one value in isolation. An elevated triglyceride with low HDL is different from triglyceride elevation alone.

9 likes 7mo