Created
June 1, 2025 18:22
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Create a single Manhattan plot using the tidyplots package
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tpManhattanSingle <- function( | |
summ.1, chr = "CHR", bp = "BP", p = "P", snp = "SNP", | |
summ.1.name = "$-log[10](P)$", plot.label = NULL, | |
logp = TRUE, size = 2, lead.snp = NULL, r2 = NULL, | |
plot.width = 100, plot.height = 50, ... | |
) { | |
if (!is.null(summ.1[[snp]])) { | |
d1 <- data.frame(CHR = summ.1[[chr]], BP = summ.1[[bp]], P = summ.1[[p]], SNP = summ.1[[snp]]) | |
} else { | |
d1 <- data.frame(CHR = summ.1[[chr]], BP = summ.1[[bp]], P = summ.1[[p]]) | |
} | |
# Calculate -log(P) for summ.1 and summ.2 | |
if (logp) { | |
d1$logp <- -log10(d1$P) | |
} else { | |
d1$logp <- d1$P | |
} | |
# Map SNP r2 to discrete colors | |
# This is inspired by locuscomparer package | |
if (is.null(r2)) { | |
g1 <- d1 %>% | |
mutate(x = BP / 1e6) %>% | |
tidyplot(x = x, y = logp) %>% | |
adjust_size(width = plot.width, height = plot.height) %>% | |
adjust_font(fontsize = 10) %>% | |
add_data_points(color = "steelblue3", size = 0.5, rasterize = T, rasterize_dpi = 960) | |
} else { | |
d1$r2 <- r2 | |
g1 <- d1 %>% | |
mutate(x = BP / 1e6) %>% | |
tidyplot(x = x, y = logp, col = r2) %>% | |
adjust_size(width = plot.width, height = plot.height) %>% | |
adjust_font(fontsize = 10) %>% | |
add_data_points(size = 0.5, rasterize = T, rasterize_dpi = 960) %>% | |
adjust_colors(new_colors = colors_continuous_turbo, limits = c(0, 1)) | |
} | |
g1 <- g1 %>% | |
adjust_title(title = plot.label) %>% | |
add_annotation_line(x = lead.snp / 1e6, xend = lead.snp / 1e6, y = 0, yend = max(d1$logp), | |
color = "grey50", lwd = 0.4, lty = 2) %>% | |
add_data_points(data = filter_rows(BP == lead.snp), shape = 18, size = 3, color = "purple2") %>% | |
adjust_y_axis(title = summ.1.name, limits = c(0, max(d1$logp) * 1.05)) %>% | |
adjust_x_axis(title = "", padding = c(0, 0)) | |
return(g1) | |
} |
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