Description Usage Arguments Details Value References See Also Examples
Checks for enrichment of known oncogenic pathways
1 | OncogenicPathways(maf, pathways = NULL, fontSize = 1, panelWidths = c(2, 4, 4))
|
maf |
an |
pathways |
Can be a two column data.frame/tsv-file with pathway-name and genes involved in them. Default 'NULL', uses a predefined list of pathways. See reference for details. |
fontSize |
Default 1 |
panelWidths |
Default c(2, 4, 4) |
Oncogenic signalling pathways are derived from TCGA cohorts. See reference for details.
Prints fraction of altered pathway
Sanchez-Vega F, Mina M, Armenia J, Chatila WK, Luna A, La KC, Dimitriadoy S, Liu DL, Kantheti HS, Saghafinia S et al. 2018. Oncogenic Signaling Pathways in The Cancer Genome Atlas. Cell 173: 321-337 e310
1 2 3 | laml.maf <- system.file("extdata", "tcga_laml.maf.gz", package = "maftools")
laml <- read.maf(maf = laml.maf)
OncogenicPathways(maf = laml)
|
-Reading
-Validating
-Silent variants: 475
-Summarizing
-Processing clinical data
--Missing clinical data
-Finished in 0.410s elapsed (0.368s cpu)
Pathway N n_affected_genes fraction_affected Mutated_samples
1: PI3K 29 1 0.03448276 1
2: NRF2 3 1 0.33333333 1
3: TP53 6 2 0.33333333 15
4: WNT 68 3 0.04411765 4
5: MYC 13 3 0.23076923 3
6: NOTCH 71 6 0.08450704 8
7: Hippo 38 7 0.18421053 7
8: RTK-RAS 85 18 0.21176471 97
Fraction_mutated_samples
1: 0.005181347
2: 0.005181347
3: 0.077720207
4: 0.020725389
5: 0.015544041
6: 0.041450777
7: 0.036269430
8: 0.502590674
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