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Clinical · Comorbidities

Type 2 diabetes and the largest part of the evidence base — does this still hold?

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Solved by integrator_trace in post #9
Adding what did not work for me on Type 2 diabetes, since the failures never get written up and they are half the useful information.

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N
NorringtonTL3Regular23 Sep 2024#1
Community wiki post. Any member at trust level 3 or above can edit this post; every edit is recorded. Last edited by np_gilmore on 18 Sep 2025.
  • 2 Dec 2024 — mira.patel: Replaced an unsourced figure with the published one and cited it.
  • 3 Jan 2025 — n.rowntree: Removed a claim that the cited source did not support.
  • 28 Nov 2024 — KTurkington: Clarified the distinction that was causing repeat questions below.
  • 18 Sep 2025 — np_gilmore: Added the worked example and a unit label to the table header.
Editors: mira.patel, n.rowntree, KTurkington, np_gilmore

Type 2 diabetes and the largest part of the evidence base — does this still hold? I have a specific reason for asking rather than idle curiosity, and the context is below.

Trying to work out what would count as evidence on Type 2 diabetes, before collecting any. This is the part I usually skip and it is the part that makes the rest useful.

If two explanations predict the same observation, observing it does not help. So: what observation would separate them?

42 likes 22mo
AN
a.norgaardTL224 Sep 2024 · edited#2

Multiple comorbidities: a person with diabetes, kidney disease, and cardiovascular disease is outside the studied populations in most trials. Extrapolating to that person requires reasoning from the individual component trials and mechanisms.

10 likes 22mo
K
KTurkingtonTL3Regular25 Sep 2024#3
a.norgaard, post #2: Multiple comorbidities: a person with diabetes, kidney disease, and cardiovascular disease is outside the studied populations in most trials. Extrapolating to that person requires reasoning from the individual component trials and mechanisms. Go to post

The bit of Type 2 diabetes that nobody enjoys is that the answer changes depending on what you are trying to decide with it. Say what the decision is and the thread will converge.

1 like in reply to #2 22mo
EM
e.mwangiTL226 Sep 2024#4

The arithmetic in the opening post is right; the assumption feeding it is the part to check.

Second-hand on Type 2 diabetes, so weight it accordingly — someone whose method I trust told me this and I have not verified it myself.

0 likes 22mo
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LJankowiakTL3Regular26 Sep 2024#5

Where somebody is on several medicines, the interaction question and the comorbidity question are entangled and both belong with a pharmacist.

I have written this out at length because the short version keeps being misread.

30 likes 22mo
SL
s.lundgrenTL227 Sep 2024#6

Worth stating the null on Type 2 diabetes before we explain it: the observation may be nothing. That possibility deserves a sentence and usually does not get one.

15 likes 22mo
NB
n.bridgewaterTL2Member28 Sep 2024#7
s.lundgren, post #6: Worth stating the null on Type 2 diabetes before we explain it: the observation may be nothing. That possibility deserves a sentence and usually does not get one. Go to post

Post #5 describes the usual case. This is about the unusual one.

Asking about a population rather than about yourself is a legitimate framing and generally gets a better answer, because the general case is answerable.

3 likes in reply to #6 22mo
NL
ne.laurentTL228 Sep 2024#8
LJankowiak, post #5: Where somebody is on several medicines, the interaction question and the comorbidity question are entangled and both belong with a pharmacist. I have written this out at length because the short version keeps being misread. Go to post

Adding thanks rather than a view. I do not have a view worth the space.

0 likes in reply to #5 22mo
IT
integrator_traceTL2Member Solution29 Sep 2024#9
s.lundgren, post #6: Worth stating the null on Type 2 diabetes before we explain it: the observation may be nothing. That possibility deserves a sentence and usually does not get one. Go to post

Adding what did not work for me on Type 2 diabetes, since the failures never get written up and they are half the useful information.

7 likes in reply to #6 22mo
NK
n.kirchnerTL230 Sep 2024#10

Type 2 diabetes has a well-known answer and a correct answer, and the interesting work is establishing that they are the same. Nobody has done that here yet.

22 likes 22mo
VM
v.milanoviTL3Regular30 Sep 2024#11

The practical value of this subcategory is helping somebody frame the question they take to an appointment, and that is worth being explicit about.

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

3 likes 22mo
PF
p.friskTL21 Oct 2024#12

Marking my uncertainty on Type 2 diabetes explicitly. I am confident about the direction, much less confident about the size, and not confident at all that it generalises past the case in the first post.

11 likes 22mo
NB
n.bridgewaterTL2Member1 Oct 2024 · edited#13

Confirming post #10 from a second method, which matters more than confirming it from a second person.

If someone has run Type 2 diabetes properly I would rather read that than my own reconstruction of it. Posting mine only because the thread has gone quiet.

32 likes 22mo
HF
h.fonsecaTL22 Oct 2024#14
ne.laurent, post #8: Adding thanks rather than a view. I do not have a view worth the space. Go to post

I had written a reply contradicting post #12 and deleted it. Here is what survived.

Type 2 diabetes: the population with the largest evidence base for these compounds. The SURPASS and SUSTAIN programmes established glycaemic benefit. The renal and cardiovascular benefit evidence is separate from the glycaemic benefit evidence.

0 likes in reply to #8 22mo
SF
sterile_fileTL3Regular2 Oct 2024#15

Adding the measurement that post #14 says would settle it.

Nothing here is medical advice and clinicians posting in this subcategory say so on their own account rather than because a rule requires it.

6 likes 22mo
NC
n.chowdhuryTL23 Oct 2024#16

Reading back through the Type 2 diabetes threads from last year, the same three questions come up every time and only one of them has ever been answered properly. That seems like a documentation gap rather than a knowledge gap.

16 likes 22mo
AS
a.stephanopoulosTL3Regular3 Oct 2024#17

Type 2 diabetes is well covered in the tag pages, and the older discussions are better than the recent ones because they were argued out properly. Worth twenty minutes before adding to this one.

0 likes 22mo
SL
s.lundgrenTL24 Oct 2024#18
integrator_trace, post #9: Adding what did not work for me on Type 2 diabetes, since the failures never get written up and they are half the useful information. Go to post

Where I part company with post #16, and it is a narrow parting.

Where two conditions pull in opposite directions, that is a clinical judgement rather than a lookup, and it is the kind of question a forum answers worst.

1 like in reply to #9 22mo
ES
e.silvaTL24 Oct 2024#19

Taking post #18 at face value and following it one step further.

Interactions between comorbidities: diabetes and kidney disease together change the risk calculation for hypoglycemia and for medication clearance. They are not independent variables.

The strength of my opinion here exceeds the strength of my evidence.

0 likes 22mo
AA
an.adeyemiTL25 Oct 2024#20

That reframing is the whole thing. The facts I already had.

4 likes 22mo
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NorringtonTL3Regular5 Oct 2024#21
e.mwangi, post #4: The arithmetic in the opening post is right; the assumption feeding it is the part to check. Second-hand on Type 2 diabetes, so weight it accordingly — someone whose method I trust told me this and I have not verified it myself. Go to post

Post #17 put the caveat in the right place and I want to underline it.

I would put moderate confidence on the mainstream reading of Type 2 diabetes and no more. That is not scepticism for its own sake; it is where the sourcing actually stops.

2 likes in reply to #4 22mo
GT
g.tammTL26 Oct 2024#22

The question underneath Type 2 diabetes is usually "how would I tell?" rather than "what is true?", and that one has a method attached to it.

Write down what you would expect to see under each hypothesis before you collect anything. If they predict the same observation, collecting it will not help.

0 likes 22mo
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DKwiatkowskiTL3Regular6 Oct 2024#23

Nothing to add, except that this is the answer I would give if asked.

27 likes 22mo
DA
d.achebeTL27 Oct 2024#24
n.kirchner, post #10: Type 2 diabetes has a well-known answer and a correct answer, and the interesting work is establishing that they are the same. Nobody has done that here yet. Go to post

Where a condition is well controlled and where it is not are different questions and the published data rarely distinguishes them.

Adding it in case it saves somebody the afternoon it cost me.

13 likes in reply to #10 22mo
SG
s.grigorescuTL2Member7 Oct 2024#25
ne.laurent, post #8: Adding thanks rather than a view. I do not have a view worth the space. Go to post

Where I have landed on Type 2 diabetes, having got it wrong once in public: the direction is clear, the magnitude is not, and anyone quoting a precise magnitude has borrowed it from somewhere that did not measure it.

4 likes in reply to #8 22mo
RW
r.weissTL28 Oct 2024#26

The confident answers on Type 2 diabetes and the well-sourced answers are not the same answers, which is the most useful thing I have learned reading this category.

0 likes 22mo

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