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Interestingly, ME associations are typically expected within a pathway and not across pathways [ 11].
For all categories, we observed more ME associations than CO associations.
Interestingly, for hallmark and control pairs, the TS was significantly larger for CO associations than for ME associations.
To investigate CO and ME associations further in pathways and hallmarks, we employed a complementary statistical analysis.
Thus, although there were more significant individual ME associations (Fig. 3a), the overall distribution of P values was skewed towards low P values for CO associations (Fig. 3c).
Specifically, the TS for ME associations was the highest in pathway pairs, followed by hallmark pairs, for which the TS was significantly lower.
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A CO association, which is on the other end of the spectrum from an ME association, means that genes are frequently found mutated together across cancer samples.
Dominique told me that associations in other areas should use this as inspiration if they want to develop, saying that clubs could become far more influential if they worked together politically.
Beyond that I'd like to think having a fair and approachable attitude to those around me has helped me build strong associations who have stood by me throughout my career.
In a recent e-mail exchange, Bidart described to me his association with the older writer: He was, of course, brilliant to listen to in class.
I went home clutching a sheet of recommendations for support groups, one of which immediately stood out to me; an association with a similar premise to the 12-step program Alcoholics Anonymous.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com