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p-values of 0.0 about cellphonedb HOT 4 CLOSED

teichlab avatar teichlab commented on August 9, 2024
p-values of 0.0

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HichamAffia avatar HichamAffia commented on August 9, 2024

Hi, I'm running CellPhoneDB with a --result-precision of 10 and I get a lot of straight 0.0 in the p-values output.

I wonder if I should consider them as p<0.0000000001 or if there is another way to look at it?

Like in the Fig5 a of the Single-cell reconstruction of the early maternal–fetal interface in humans paper I would like to plot the results for some clusters and to adjust the size of my dots according to the pvalue, so p-values of zero are a little problematic for me.

Thank you!

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mief avatar mief commented on August 9, 2024

Hi,
Yes, that's also what we did to produce the dot plot, we replaced all zeros with very small numbers and then wrote >= certain -log10(p-value) in the legend.
Best,
Mirjana

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rcw1 avatar rcw1 commented on August 9, 2024

I am having the same issue. I am using a single cell dataset with ~20k cells, running with the default 1000 permutations, and my p-values with CellPhoneDB are either 0.0 or 1.0. There are a few p-values that are in between, but not many. Is this what one should expect?

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mief avatar mief commented on August 9, 2024

Hi,
Please uninstall and then install the new version. --result-precision is now by default 3.

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