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R/Analyze_genecatalog.Rmd

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Normalize gene counts to **gene counts per million**, which is analogous to transcripts per million.
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Alternative ways to normalize would be to normalize to single copy genes.
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Example the one from [MuSiCC](https://github.com/borenstein-lab/MUSiCC/blob/master/musicc/data/uscg_76_kegg_min_2313.lst)
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MUSiCC: A marker genes based framework for metagenomic normalization and accurate profiling of gene abundances in the microbiome. Ohad Manor and Elhanan Borenstein. Genome Biology
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```{r }
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## Alternative ways to normalize
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An other interesting way to normalize would be to normalize to single copy genes.
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Example the one from [MuSiCC](https://github.com/borenstein-lab/MUSiCC/blob/master/musicc/data/uscg_76_kegg_min_2313.lst)
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MUSiCC: A marker genes based framework for metagenomic normalization and accurate profiling of gene abundances in the microbiome. Ohad Manor and Elhanan Borenstein. Genome Biology
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## Integrate them in a SummarizedExperiment object
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```{r }

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