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Different results in limma if group is removed

I am doing limma on a matrix with 150 samples, three groups and 50 samples in each group. If I do limma on group1 vs groups2 by inputting the whole matrix I get different results than If I input a matrix that includes only the measurements for the two groups I am interested in?

Why does the limma results differ if I remove a set of measurements that is not used in the contrasts? Is it due to normalisation?

limma edger

It makes sense to me, but, please share the exact code that you've used.

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