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Connectivity of Krogan nodes #8

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jlaw9 opened this issue Apr 28, 2020 · 5 comments
Open

Connectivity of Krogan nodes #8

jlaw9 opened this issue Apr 28, 2020 · 5 comments

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@jlaw9
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jlaw9 commented Apr 28, 2020

We want to know how well connected the human proteins that interact with SARS-CoV-2 proteins from the Krogan dataset are in the PPI network. We can start with the # connected components in the subgraph formed by the Krogan nodes.

@jlaw9
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jlaw9 commented Apr 28, 2020

In the combined STRING network (cutoff 400):

  • 291 Krogan nodes are in one large component
  • 37 Krogan nodes in 32 other components (<= 3 Krogan nodes in each)

In the experiments (i.e., PPIs only) STRING network (cutoff 400):

  • 135 Krogan nodes are in one component
  • 169 Krogan nodes in 159 components (<= 5 Krogan nodes in each)

@tmmurali
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tmmurali commented Apr 28, 2020 via email

@jlaw9
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jlaw9 commented Apr 28, 2020

Here are histograms of the (unweighted) shortest path lengths for the two STRING networks
combined-krogan-shortest-paths
experiments-krogan-shortest-paths

@annaritz
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Hi All - I can confirm Jeff's counts for stringv11 (up to an off-by-one issue). I've also done the same with the tissuenet lung graphs:

stringv11 Graph has 332 nodes and 954 edges
stringv11 Graph has 38 connected components (largest contains 290 nodes)

tissuenet_v2-hpa-protein-lung Graph has 332 nodes and 229 edges
tissuenet_v2-hpa-protein-lung Graph has 202 connected components (largest contains 111 nodes)

tissuenet_v2-gtex-rnaseq-lung Graph has 332 nodes and 361 edges
tissuenet_v2-gtex-rnaseq-lung Graph has 143 connected components (largest contains 183 nodes)

tissuenet_v2-hpa-rnaseq-lung Graph has 332 nodes and 374 edges
tissuenet_v2-hpa-rnaseq-lung Graph has 139 connected components (largest contains 185 nodes)

The degree distribution is similar for the tissuenet induced subgraphs - as expected String is much more connected.

degree_distributions

@annaritz
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I've also posted the graphs to GS (though I'm having trouble overwriting them - is the GS server working?). They will be posted to the GS Group that Jeff made when I'm done & I'll put them in the slack channel.

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