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fairliereese avatar fairliereese commented on June 16, 2024

So I tried out the DE module on a SwanGraph I have lying around and I get positive and negative log2fc values, so I am not sure what's going on there either :( If you send me your SwanGraph I can possibly take a look.

With regards to the low read count test, that is definitely a good idea. I will add a read count threshold for these tests to my to-do list for the next release.

As an aside, the DE testing library that Swan uses (diffxpy), is not really actively supported so I unfortunately recommend using a more robust, better supported tool such as edgeR or DEseq2 to perform differential expression testing in your data. If you want I can point you to some code examples that I have used to run such tests on my long read data.

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Zethson avatar Zethson commented on June 16, 2024

As an aside, the DE testing library that Swan uses (diffxpy), is not really actively supported

This is changing and the lab is currently overhauling the backend :)

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fairliereese avatar fairliereese commented on June 16, 2024

This is changing and the lab is currently overhauling the backend :)

Wow this is really great to hear! I eagerly await the update; there is such a disappointing lack of DE tools in Python.

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