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$gene_end[1]) |>
GenomicDataCommons::count()
## [1] 1352
ssms() |>
GenomicDataCommons::filter(
consequence.transcript.gene.symbol %in% c('TP53')) |>
GenomicDataCommons::count()
## [1] 1350
convert to VRanges
library(VariantAnnotation)
vars = ssms() |>
GenomicDataCommons::filter(
consequence.transcript.gene.symbol %in% c('TP53')) |>
GenomicDataCommons::results_all() |>
as_tibble()
vr = VRanges(seqnames = vars$chromosome,
ranges = IRanges(start=vars$start_position, width=1),
ref = vars$reference_allele,
alt = vars$tumor_allele)
ssm_occurrences() |>
GenomicDataCommons::filter(
ssm.consequence.transcript.gene.symbol %in% c('TP53')) |>
GenomicDataCommons::count()
## [1] 5399
var_samples = ssm_occurrences() |>
GenomicDataCommons::filter(
ssm.consequence.transcript.gene.symbol %in% c('TP53')) |>
GenomicDataCommons::expand(c('case', 'ssm', 'case.project')) |>
GenomicDataCommons::results_all() |>
as_tibble()
table(var_samples$case$disease_type)
##
## Acinar Cell Neoplasms
## 7
## Acute Lymphoblastic Leukemia
## 22
## Adenomas and Adenocarcinomas
## 1653
## 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
## 646
## Epithelial Neoplasms, NOS
## 14
## Fibromatous Neoplasms
## 12
## Germ Cell Neoplasms
## 1
## Gliomas
## 530
## 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
## 91
## Not Reported
## 6
## Osseous and Chondromatous Neoplasms
## 21
## Plasma Cell Tumors
## 53
## Soft Tissue Tumors and Sarcomas, NOS
## 32
## Squamous Cell Neoplasms
## 1206
## 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: 881
## -Summarizing
## --Possible FLAGS among top ten genes:
## TTN
## MUC16
## -Processing clinical data
## --Missing clinical data
## -Finished in 1.292s elapsed (1.326s 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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