Workflow
library(GenomicDataCommons)
library(tibble)
Genes and gene details
grep_fields('genes', 'symbol')
## [1] "symbol"
head(available_values('genes','symbol'))
## [1] "y_rna" "actl10" "matr3" "a1bg" "a1cf" "a2m"
tp53 = genes() |>
GenomicDataCommons::filter(symbol=='TP53') |>
results(size=10000) |>
as_tibble()
ssms
ssms() |>
GenomicDataCommons::filter(
chromosome==paste0('chr',tp53$gene_chromosome[1]) &
start_position > tp53$gene_start[1] &
end_position < tp53$gene_end[1]) |>
GenomicDataCommons::count()
## [1] 1357
ssms() |>
GenomicDataCommons::filter(
consequence.transcript.gene.symbol %in% c('TP53')) |>
GenomicDataCommons::count()
## [1] 1355
convert to VRanges
library(VariantAnnotation)
vars = ssms() |>
GenomicDataCommons::filter(
consequence.transcript.gene.symbol %in% c('TP53')) |>
GenomicDataCommons::results_all() |>
as_tibble()
vr = VRanges(seqnames = vars$chromosome,
ranges = IRanges(start=vars$start_position, width=1),
ref = vars$reference_allele,
alt = vars$tumor_allele)
ssm_occurrences() |>
GenomicDataCommons::filter(
ssm.consequence.transcript.gene.symbol %in% c('TP53')) |>
GenomicDataCommons::count()
## [1] 5411
var_samples = ssm_occurrences() |>
GenomicDataCommons::filter(
ssm.consequence.transcript.gene.symbol %in% c('TP53')) |>
GenomicDataCommons::expand(c('case', 'ssm', 'case.project')) |>
GenomicDataCommons::results_all() |>
as_tibble()
table(var_samples$case$disease_type)
##
## Acinar Cell Neoplasms
## 7
## Acute Lymphoblastic Leukemia
## 22
## Adenomas and Adenocarcinomas
## 1654
## Adnexal and Skin Appendage Neoplasms
## 1
## Complex Epithelial Neoplasms
## 16
## Complex Mixed and Stromal Neoplasms
## 71
## Cystic, Mucinous and Serous Neoplasms
## 618
## Ductal and Lobular Neoplasms
## 647
## Epithelial Neoplasms, NOS
## 15
## Fibromatous Neoplasms
## 12
## Germ Cell Neoplasms
## 1
## Gliomas
## 537
## Lipomatous Neoplasms
## 6
## Lymphoid Leukemias
## 23
## Mature B-Cell Lymphomas
## 26
## Mesothelial Neoplasms
## 11
## Miscellaneous Bone Tumors
## 1
## Myelodysplastic Syndromes
## 3
## Myeloid Leukemias
## 30
## Myomatous Neoplasms
## 59
## Neoplasms, NOS
## 9
## Nerve Sheath Tumors
## 1
## Nevi and Melanomas
## 92
## Not Reported
## 6
## Osseous and Chondromatous Neoplasms
## 21
## Plasma Cell Tumors
## 53
## Soft Tissue Tumors and Sarcomas, NOS
## 32
## Squamous Cell Neoplasms
## 1207
## Thymic Epithelial Neoplasms
## 4
## Transitional Cell Papillomas and Carcinomas
## 226
OncoPrint
fnames <- files() %>%
GenomicDataCommons::filter(
cases.project.project_id=='TCGA-SKCM' &
data_format=='maf' &
data_type=='Masked Somatic Mutation' &
analysis.workflow_type ==
'Aliquot Ensemble Somatic Variant Merging and Masking'
) %>%
results(size = 1) %>%
ids() %>%
gdcdata()
library(maftools)
melanoma = read.maf(maf = fnames)
## -Reading
## -Validating
## -Silent variants: 88
## -Summarizing
## -Processing clinical data
## --Missing clinical data
## -Finished in 0.211s elapsed (0.220s cpu)
maftools::oncoplot(melanoma)
## Warning in min(x): no non-missing arguments to min; returning Inf
## Warning in max(x): no non-missing arguments to max; returning -Inf
![](data:image/png;base64,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