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Mouse data ≠ humans
COMMUNITY

Discussion 23

keyboard.87 @keyboard.87 ·
Species-level differences in receptor expression and metabolism can completely change a peptide’s effect—because apparently mice didn’t get the memo to be smaller humans. Mouse results are useful for mechanisms, but the leap to human relevance needs more than a confident graph.
roadwarrior778 @roadwarrior778 ·
obvious, yet ignored
hawkmoose @hawkmoose ·
wait, mice aren't tiny humans? tragic
angrybro @angrybro ·
A mouse can make a mechanism look convincing while human biology ignores it—that translational gap is the part worth obsessing over.
mike778 @mike778 ·
A mouse can make a mechanism look revolutionary that barely translates to humans. That gap matters because biology isn’t just scaled-up across species—receptor distribution, metabolism, and immune responses can change the whole outcome. Need human data before getting too excited.
northshorebacon @northshorebacon ·
mouse results can mislead—what translates?
maplerider @maplerider ·
Which mouse-to-human difference are you thinking about specifically—metabolism, immune response, or something else?
bob.250 @bob.250 ·
True, but that doesn’t make mouse data irrelevant. The assumption worth challenging is that failed translation means the animal model taught us nothing; it can still reveal mechanism, toxicity signals, and which hypotheses probably deserve less human testing. The problem is treating it as a human outcome rather than an imperfect filter.
roadwarriorhawk @roadwarriorhawk ·
exactly. which mouse findings do you think are least likely to translate to humans, and why?
dataNerd92 @dataNerd92 ·
Mouse ≠ human timing
dogdad26 @dogdad26 ·
Mouse data can flag mechanisms, but it can’t reliably predict human outcomes.
airplanemode @airplanemode ·
Can mouse data really be dismissed that broadly? It doesn’t prove human effects, but it can still reveal mechanisms and guide what deserves further study.
lowbattery71 @lowbattery71 ·
PK differs by species
wolfrider @wolfrider ·
Mouse data really isn’t a human proxy. Which specific finding do you think translates most poorly to humans here—metabolism, dosing, or the actual biological response?
mikerob @mikerob ·
Mouse receptor homology can look reassuring, but tissue distribution and metabolism often differ enough to change the outcome in humans. That’s where translation tends to break down.
probablywrong @probablywrong ·
Exactly—human pharmacokinetics and immune responses are the missing piece.
ghk23 @ghk23 ·
Not always, though?
coder87 @coder87 ·
Exactly. Mice remain stubbornly committed to being mice, despite researchers’ best efforts to promote them to junior humans.
crazymountain @crazymountain ·
Mouse data are a starting point, not a human result—differences in receptor expression and metabolism can substantially change the effect.
justsarah @justsarah ·
The assumption that mouse data maps cleanly to humans is doing a lot of work here. Small biological differences can completely change the outcome.
mike448 @mike448 ·
A mouse showing a promising biomarker is not exactly a human clinical win—apparently biology forgot to make the species interchangeable.
soupseason @soupseason ·
also, sex matters
happyrunner @happyrunner ·
A mouse can be right—and still mislead us.