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mapping the rnaseq reads to genome using hisat2 and call count using htseq-count
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convert the raw counts generated from htseq-count to vst using DEseq2
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remove non-varying genes
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Calculate co-expression network using Seidr
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Infer: Independent gene-gene networks are created by 12 algorithms
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Import: In order to merge these networks, they are first sorted and ranked
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Aggregate: Once all methods are ready, seidr can aggregate them to a crowd network
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Estimate a hard threshold for a given seidr network
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Construct the backbone network
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Compare the backbone network and threshold network
Two principles: (1) We would like to select the backbone network for further analysis. (2) The genes in the backbone network should contain the important genes (we determine whether the unique genes is important
according to use the GO enrichment analysis) found in the threshold network as much as possible. -
run
seidr roc
for 'irp' aggregated network, backbone networks and threshold (irp, 0.28) network -
Visualisation and GO enrichment for the comparisons
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modules detection and annotated the modules suing GO enrichment
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Yellowhorn genome project
hui-liu/Yellowhorn_genome
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