Introgression/Admixture?
We wanted to look at whether there has been any introgression/admixture from the D Barb/Oak/Mud species into our pulex ponds. From the pooled 2017 data I identified SNPs that were fixed alt in D Barb and D Oak. I then looked at the distribution of these SNPs in the Dorset ponds.
First looking at D8 across the four time points. In each case the graphs are the following from left to right. 1) Distribution of prop alt across a random set of SNPs. 2) Distribution of prop alt across the SNPs fixed alt in D Barb and D Oak. 3) The same as 2, but only looking at prop alt above 0.05.
So far, the distribution of prop alt for SNPs fixed in D Barb and D Oak does not look that different from the distribution of prop alt for all SNPs.
Now looking at some of the other Dorset ponds. DBunk and D10 look similar to D8.
I wanted to look at this a bit more. Here are some graphs of prop alt for these SNPs plotting D Mud versus D Oil, DBunk, and D8, and then each of those three ponds against each other.
Notice how when D8 is graphed versus D Bunk the points all cluster tightly around 0. But when graphing D8 or D Bunk against D Oily the points are pulled upwards a bit for propaltDOil.
First looking at D8 across the four time points. In each case the graphs are the following from left to right. 1) Distribution of prop alt across a random set of SNPs. 2) Distribution of prop alt across the SNPs fixed alt in D Barb and D Oak. 3) The same as 2, but only looking at prop alt above 0.05.
D8 2012 (actual pool)
D8 2016 (artificial pool)
D8 2017 April (artificial pool)
D8 2017 May (actual pool)
So far, the distribution of prop alt for SNPs fixed in D Barb and D Oak does not look that different from the distribution of prop alt for all SNPs.
Now looking at some of the other Dorset ponds. DBunk and D10 look similar to D8.
DBunk 2017 April (artificial pool)
DBunk 2017 May (actual pool)
D10 2012 (actual pool)
D Oily looks different. It shows a signature that looks more like introgression to me.
DOil 2017 May (actual pool)
And DMud looks like we would expect given the mix of species.
DMud 2017 May (actual pool)
I was struck by the fact that most of the Dorset ponds show similar distributions of prop alt for all SNPs and those fixed as alt in D Oak and D Barb. I wondered if the SNPs that look like D Oak and D Barb in the Dorset ponds were always the same or not. Maybe they are just shared polymorphism between the two species or something? So, I tried something a bit different. I looked at SNPs that were fixed alt in D Oak and D Barb, but had a prop alt of less than 0.1 in W6, a pond that I thought had D. pulex like our Dorset ponds, but far enough away from D Oak and D Barb and the Dorset ponds that it should not have the same kind of introgression. Here are the distributions of prop alt for this set of SNPs. But only looking at ponds/samples where I have true pools.
D8 2012
D8 2017 May
DBunk 2017 May
D10 2012
D Oily 2017 May
D Mud 2017 May
From this, I think that it looks like the only pond (for which we have pooled data) in which there is current/recent introgression, is D Oily. D Oily is downstream (intermittently) of DBunk, but also down hill and close by to D Mud. D Oily is also more ephemeral than D8 or D Bunk.
D8 2017 May versus D Mud 2017 May
DBunk 2017 May versus D Mud 2017 May
Oil 2017 May versus D Mud 2017 May
Notice how the cloud of points around propaltDMud 0.75 is pulled out to the left when graphing against D Oily, but not D8 or D Bunk.
D8 2017 May versus D Bunk 2017 May
D8 2017 May versus D Oily 2017 May
D Bunk 2017 May versus D Oily 2017 May









Why do you think that Doily has introgression as opposed to just low levels of contamination?
ReplyDeleteThat thought did occur to me actually shortly after I had published this post.
ReplyDeleteWhat would be a good way to distinguish between the two?
DeleteI don't think that there is a good way with pooled sequencing...
DeleteFrom what I posted here, do you think there is any introgression? Or does it seem like that isn't happening?
ReplyDelete