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enio23 avatar enio23 commented on July 18, 2024 1

Maybe you can check this tutorial here: https://github.com/saezlab/transcriptutorial.

The current version of the vignette is limited in the description because a)The functionalities of the progeny and dorothea packages were not available in Bioconductor yet at the time when CARNIVAL package was submitted in Bioc; and b)Vignette example should be small case studies which should be solved within a limited amount of time. Also while using CARNIVAL we strongly recommend in obtaining a CPLEX license (there's a free academic edition) for solving the CARNIVAL problems rather than the default solver (lpSolve) since the latter is only implemented to pass the necessary Bioconductor tests and can only handle small case-studies before running into memory issues.

The vignettes should be updated in the next CARNIVAL updates in Bioconductor but until then hope the tutorial I have shared to be of help to you.

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adugourd avatar adugourd commented on July 18, 2024

Hello,

have you checked this tutorial here ? https://github.com/saezlab/CARNIVAL/blob/master/vignettes/CARNIVAL-vignette.pdf

If so do you mean you don't know how to run dorothea and progeny only ?

Cheers

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michelegentili93 avatar michelegentili93 commented on July 18, 2024

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michelegentili93 avatar michelegentili93 commented on July 18, 2024

So little update:

I've the output of Dorothea -> a matrix that is pathways x patients.
However to use a weight object as input of CARNIVAL, I need weights on nodes of the network that are genes and not pathways. How can I have an output of DOROTHEA useful for CARNIVAL?

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ivanovaos avatar ivanovaos commented on July 18, 2024

@michelegentili93 let's try to figure it out together.

I've the output of Dorothea -> a matrix that is pathways x patients.

The output of DoRoThEA is a list of TFs, that can be combined with running e.g. VIPER to estimate TF activities. Progeny should generate a list of pathways activities. Do you mean here the output of Progeny then?

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Semple-bio avatar Semple-bio commented on July 18, 2024

Good day.
After skimming through many hundred commits, it seems the tutorial got truncated multiple times until the vignette looks like it does now. With the real life examples gone, there are only 2 binary small examples with little resemblance to real life data. For a first time user this makes it close to impossible to get the 'raw RNAseq counts' -> 'Carnival input' step right. Is there a new detailed real-life example in the making?

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