## ----include = FALSE---------------------------------------------------------- knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ## ----------------------------------------------------------------------------- library(rigvf) gene_variants(gene_name = "GCK") ## ----------------------------------------------------------------------------- gene_variants(gene_name = "GCK", page=1L) gene_variants(gene_name = "GCK", limit=50L) ## ----------------------------------------------------------------------------- gene_variants(gene_name = "GCK", log10pvalue="gt:5.0") gene_variants(gene_name = "GCK", effect_size="gt:0.5") ## ----------------------------------------------------------------------------- res <- gene_elements(gene_id = "ENSG00000187961", verbose = TRUE) res res |> dplyr::select(`regions`) |> tidyr::unnest_wider(`regions`) ## ----------------------------------------------------------------------------- db_gene_variants("ENSG00000106633", threshold = 0.85) ## ----------------------------------------------------------------------------- aql <- system.file(package = "rigvf", "aql", "gene_variants.aql") readLines(aql) |> noquote() ## ----message=FALSE------------------------------------------------------------ library(plyranges) rng <- data.frame(seqnames="chr1", start=10e6+1, end=10.1e6) |> as_granges() e <- elements(rng, limit=200L) |> plyranges::filter(source != "ENCODE_EpiRaction") e ## ----------------------------------------------------------------------------- tiles <- tile_ranges(rng, width=10e3) %>% plyranges::select(-partition) %>% plyranges::mutate(id = letters[seq_along(.)]) # count overlaps of central basepair of elements in tiles e |> plyranges::anchor_center() |> plyranges::mutate(width = 1) |> plyranges::join_overlap_left(tiles) |> tibble::as_tibble() |> dplyr::count(id) ## ----------------------------------------------------------------------------- # up to 200 variants: v <- gene_variants(gene_name = "GCK", limit=200L, verbose=TRUE) |> dplyr::select(-c(gene, chr, source, source_url)) |> tidyr::unnest_wider(`sequence variant`) |> dplyr::rename(seqnames = chr) |> dplyr::mutate(start = pos + 1, end = pos + 1) |> as_granges() ## ----message=FALSE------------------------------------------------------------ library(plotgardener) par <- pgParams( chrom = "chr7", chromstart = 44.1e6, chromend = 44.25e6, assembly = "hg38", just = c("left", "bottom") ) ## ----------------------------------------------------------------------------- v_for_plot <- v |> plyranges::select(snp = rsid, p = log10pvalue, effect_size) ## ----------------------------------------------------------------------------- library(TxDb.Hsapiens.UCSC.hg38.knownGene) library(org.Hs.eg.db) ## ----plotgardener, fig.alt="Manhattan of IGVF annotated variants", fig.dim = c(5, 4)---- pageCreate(width = 5, height = 4, showGuides = FALSE) plotGenes( params = par, x = 0.5, y = 3.5, width = 4, height = 1 ) plotGenomeLabel( params = par, x = 0.5, y = 3.5, length = 4, just = c("left", "top") ) mplot <- plotManhattan( params = par, x = 0.5, y = 2.5, width = 4, height = 2, v_for_plot, trans = "", sigVal = -log10(5e-8), sigLine = TRUE, col = "grey", lty = 2 ) annoYaxis( plot = mplot, at=0:4 * 4, axisLine = TRUE, fontsize = 8 ) annoXaxis( plot = mplot, axisLine = TRUE, label = FALSE ) plotText( params = par, label = "-log10(p-value)", x = 0.2, y = 2, rot = 90, fontsize = 8, fontface = "bold", default.units = "inches" ) ## ----------------------------------------------------------------------------- sessionInfo()