Here's a (simplified) microarray analysis question. I could answer it by running permutations on the data, but I'm sure that there's an analytical method of answering the question that I just don't know. Any help?
In 5 different experiments with a 10,000 gene microarray, some number of genes were up-regulated at a 2-fold cutoff in each experiment (let's say 200, 300, 500, 700, and 1000 genes). 40 genes were up-regulated at a 2-fold cutoff in 5 out of 5 experiment, and 200 genes were up-regulated at a 2-fold cutoff in 4 or more experiments. Are those numbers significantly more than expected by chance?