This could be an excellent dataset for benchmarking batch effect correction algorithms, which is exactly the kind of problem that academic scientists wouldn't touch since it won't get them tenure -- and exactly the kind of problem the Biohub could tackle! We worked across multiple time zones and countries to both learn R and figure out exactly how to adjust the vignettes to run the algorithms on our dataset.

Results