(Gene-set)Pathway analysis based on network/pathway topology in R
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svlachavas ▴ 830
@svlachavas-7225
Last seen 13 months ago
Germany/Heidelberg/German Cancer Resear…

Dear Bioconductor Community,

based on my current project, except from very efficient functional enrichment tests like mroast or even simple implementations such as ORA regarding some DEG lists i acquired from limma, i would like also to implement some pathway analysis based on network topology, to strengthen more my results and/or maybe get some interesting modules regarding some possible gene-networks perturbated in my analysis. I have used in the past the R package SPIA, but unfortunately it has stop updating since 2012 regarding the outdated KEGG data. I checked that the newer version of SPIA and although it has a way of "manually" pass up-to-date KEGG xml files, still to download from KEGG site all pathways(or the majority of human pathways to test) it still laborious. So, i would like to ask if there are other known R packages which implement network/pathway topology and have been used for pathway analysis and also have up-to-date annotation data ??

Thank you in advance !!

SPIA functional enrichment pathway topology pathway analysis bioconductor • 2.6k views
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Hi ,

Please see SPIA algorithm organisms not included already in the SPIA package for some info on how to use R to download recent KEGG xml files for use with SPIA.

Adi Tarca

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Dear Mr. Tarca,

thank you for your answer-so just to confirm my procedure from your link above, i just have to include in the function keggGet() the codes(in hsa format) of the pathways i want to include in my analysis ? Furthermore, afterwards how i could implement the specific downloaded-returned pathways via the spia() function ?

Best,

Efstathios

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