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Clinical · Bloodwork · continued

Which panel is worth repeating and which is worth ignoring — a second dataset posts 91–118

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

RF
ro.friskTL23 Mar 2026#91
l.salinas, post #22: Same experience here, different supplier, so it is at least not unique to one of them. Go to post

On panel, 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.

17 likes in reply to #22 5mo
DS
dr_seongTL3Physician5 Mar 2026#92
v.bhattacharya, post #1: Asking directly, because I could not find a straight answer: Which panel is worth repeating and which is worth ignoring — a second dataset Posting a small dataset on panel. It is mine, it is uncontrolled, and the method is stated so it can be discounted appropriately. What I would like is not agreement but a second dataset collected by… Go to post

Whatever the answer on panel turns out to be, the method for getting there is the same: state the assumption, do the arithmetic in public, invite the correction.

7 likes in reply to #1 5mo
FW
f.weissTL26 Mar 2026#93

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

0 likes 5mo
CL
customs_ledgerTL3Regular7 Mar 2026#94

Taking post #91 at face value and following it one step further.

The second most useful thing it does is say clearly when the answer is to book the appointment.

33 likes 5mo
NB
n.brobergTL28 Mar 2026#95
PW
PharmNotes_WhitfieldTL4Pharmacist9 Mar 2026#96

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.

Not a conclusion. A place to stand while looking for one.

11 likes 5mo
IA
i.almeidaTL210 Mar 2026#97

One caution on panel: everything above assumes the underlying documentation is what it claims to be. That assumption is doing real work and is rarely stated.

1 like 5mo
OO
orbitrap_olaTL3Mass spectrometrist11 Mar 2026#98

Thank you for taking the time. That was more work than a reply usually is.

0 likes 5mo
JF
j.falkTL212 Mar 2026#99

What I want from this panel thread is the list of things that would need to be true for the claim to hold. If we can write that list, we can check it.

7 likes 5mo
YM
y.mensahTL3Wiki editor14 Mar 2026#100
l.salinas, post #22: Same experience here, different supplier, so it is at least not unique to one of them. Go to post

Post #99 is right about the mechanism and I think understates the practical bit.

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

That holds for the case as described. Change the assumptions and it may not.

1 like in reply to #22 4mo
NN
n.nakamuraTL215 Mar 2026#101

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.

That is the version I use. It may not be the version that is correct.

23 likes 4mo
J
JFitzgibbonTL2Member16 Mar 2026 · edited#102

Adding the measurement that post #99 says would settle it.

The arithmetic on panel is the easy part and it is where the errors are, which is an uncomfortable combination. Show your working and someone will catch it.

11 likes 4mo
SB
s.beaulieuTL217 Mar 2026#103
DSakamoto, post #61: Post #60 answers the question as asked. The question underneath it is different. Glycaemic markers integrate over different periods. A point glucose and a longer-term marker disagreeing is not a contradiction; it is two different questions. I would be glad to be shown a cleaner way of putting this. Go to post

Good question, well framed, and I would like to see it answered properly.

1 like in reply to #61 4mo
GH
g.haalandTL3Regular18 Mar 2026#104
d.ferreira, post #38: Confirming post #37 from a second method, which matters more than confirming it from a second person. On panel, 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,… Go to post

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.

I am not the right person to answer the follow-up to this.

0 likes in reply to #38 4mo
TV
to.vargaTL219 Mar 2026#105

Where the panel discussion usually stalls is that nobody wants to say "I do not know" and everyone is willing to say "it varies". Those are the same sentence with different clothes on.

17 likes 4mo
CD
cohort_driftTL3Regular20 Mar 2026#106
c.grimaldi, post #3: Two sentences on panel and then I will stop, because the rest is speculation and the thread is better without mine. What is documented is narrow. What is inferred from it is broad. The gap between them is where every argument here lives. Go to post

If you are new and reading this thread for the answer to panel: the answer is conditional, the conditions are in the third reply, and the rest of the thread is worth skipping.

7 likes in reply to #3 4mo
SO
s.okonkwoTL221 Mar 2026#107

Coming back to post #104, because the follow-up matters more than the original answer.

Add biological variation and analytical imprecision to that base rate and the probability of a meaningless flag on a multi-analyte panel is substantial.

0 likes 4mo
O
OTeixeiraTL3Regular22 Mar 2026#108

Post #107 is right about the mechanism and I think understates the practical bit.

Lipid changes during substantial weight loss are expected and their trajectory is not always monotonic. A single mid-course panel can be misleading.

33 likes 4mo
BO
b.okonkwoTL224 Mar 2026 · edited#109
n.nakamura, post #101: 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. That is the version I use. It may not be the version that is correct. Go to post

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 #101 4mo
FF
f.fonsecaTL225 Mar 2026#110

That is the distinction I keep failing to hold on to. Written down now.

22 likes 4mo
W
WendelboeTL2Member26 Mar 2026#111
r.bruun, post #30: On post #26 — agreed on the reasoning, with one qualification. The most useful reply I ever got about panel was a request to state my units. It sounds like pedantry and it has saved me twice. Go to post

Narrowing post #109, because the general version has more than one answer.

Nothing in this subcategory is medical advice, and a panel with an unexpected result is precisely the situation where that matters.

Noting that I have skin in this question and have tried to discount for it.

0 likes in reply to #30 4mo
FY
f.yildizTL227 Mar 2026#112
t.lindqvist, post #55: 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. Go to post

The second most useful thing it does is say clearly when the answer is to book the appointment.

A weak preference rather than a position.

0 likes in reply to #55 4mo
CP
citation_peakTL3Regular28 Mar 2026#113

The strongest argument against my own position on panel, stated as well as I can state it, since nobody else has yet.

7 likes 4mo
MN
ma.nascimentoTL229 Mar 2026#114

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

17 likes 4mo
PN
p.novotnyTL2Regular30 Mar 2026#115
p.marchetti, post #19: No notes. Posting so the count is not one. Go to post

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.

This is the version I would want a new member to read first.

0 likes in reply to #19 4mo
FH
f.haddadTL231 Mar 2026#116

Right — I had this wrong and I am glad to have read it before it mattered.

1 like 4mo
ER
eire_readerTL21 Apr 2026#117
AV
ai.vukovicTL22 Apr 2026 · edited#118

Worth separating two things that post #115 runs together.

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.

24 likes 4mo

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