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Metagenomics Venn diagrams - what did we have in mind? #862

Closed kubu4 closed 4 years ago

kubu4 commented 4 years ago

I know we discussed making Venn diagrams of bacterial classes, but I'm not sure what we wanted here.

An individual Venn diagram for each class of bacteria, comparing pH7.1 and pH8.2?

For the record, reads were assigned to 20 different classes of bacteria, across all samples.

emmats commented 4 years ago

I think I was curious if there were taxonomic groups that occurred in some samples and not in others.

You do a between-pH comparison of all time points

It might also be interesting to see if there are big shifts between time points

kubu4 commented 4 years ago

I definitely follow this, but what does a Venn diagram look like with 20 classes trying to intersect between pH treatments?

emmats commented 4 years ago
Screen Shot 2020-03-24 at 3 03 43 PM

List 1 is all the classes ID'd at pH 7.1 List 2 is all the classes from pH 8.2 If you click on the different parts of the venn diagram you will get a list of the components in that part in the Results box

kubu4 commented 4 years ago

Venn Diagram of Shared Bacterial Classes

image

pH8.2 has one unique class:

pH7.1 has five unique classes:

Obviously, Sample MG3 skews these results.


PCAs of bacterial classes

image

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image


@emmats You mentioned comparisons by time points. Possibly interesting (but we don't have any replicates) is that Sample MG3 (the "outlier" in this analysis) is the only Day 6 sample...

Anyway, here's Venn diagram(s) of time point comparisons,

image

Day 13 has one unique class:

Day 17 has one unique class:

emmats commented 4 years ago

I agree that lack of replication makes it hard to make any meaningful conclusion, but this is still good to keep in mind. Thanks, Sam!