dplot3_volcano: Volcano Plot

In egenn/rtemis: Machine Learning and Visualization

Volcano Plot

Description

Volcano Plot

Usage

dplot3_volcano(
  x,
  pvals,
  xnames = NULL,
  group = NULL,
  x.thresh = 0,
  p.thresh = 0.05,
  p.transform = function(x) -log10(x),
  p.adjust.method = c("holm", "hochberg", "hommel", "bonferroni", "BH", "BY", "fdr",
    "none"),
  legend = NULL,
  legend.lo = NULL,
  legend.hi = NULL,
  label.lo = "Low",
  label.hi = "High",
  main = NULL,
  xlab = NULL,
  ylab = NULL,
  margin = list(b = 65, l = 65, t = 50, r = 10, pad = 0),
  xlim = NULL,
  ylim = NULL,
  alpha = NULL,
  hline = NULL,
  hline.col = NULL,
  hline.width = 1,
  hline.dash = "solid",
  hline.annotate = NULL,
  hline.annotation.x = 1,
  annotate = TRUE,
  annotate.col = theme$labs.col,
  theme = rtTheme,
  font.size = 16,
  palette = NULL,
  legend.x.lo = NULL,
  legend.x.hi = NULL,
  legend.y = 0.97,
  annotate.n = 7,
  ax.lo = NULL,
  ay.lo = NULL,
  ax.hi = NULL,
  ay.hi = NULL,
  annotate.alpha = 0.7,
  hovertext = NULL,
  displayModeBar = FALSE,
  filename = NULL,
  file.width = 500,
  file.height = 500,
  file.scale = 1,
  verbose = TRUE,
  ...
)

Arguments

x	Numeric vector: Input values, e.g. log2 fold change, coefficients, etc.
pvals	Numeric vector: p-values
xnames	Character vector: x names
group	Factor: Used to color code points. If NULL, significant points below x.thresh, non-significant points, and significant points above x.thresh will be plotted with the first, second and third color fo palette
x.thresh	Numeric x-axis threshold separating low from high
p.thresh	Numeric: p-value threshold of significance. Default = .05
p.transform	function. Default = ⁠\(x) -log10(x)⁠
p.adjust.method	Character: p-value adjustment method. "holm", "hochberg", "hommel", "bonferroni", "BH", "BY", "fdr", "none" Default = "holm". Use "none" for raw p-values.
legend	Logical: If TRUE, show legend. Will default to FALSE, if group = NULL, otherwise to TRUE
legend.lo	Character: Legend to annotate significant points below the x.thresh
legend.hi	Character: Legend to annotate significant points above the x.thresh
label.lo	Character: label for low values
label.hi	Character: label for high values
main	Character: Main plot title.
xlab	Character: x-axis label
ylab	Character: y-axis label
margin	Named list of plot margins. Default = list(b = 65, l = 65, t = 50, r = 10, pad = 0)
xlim	Numeric vector, length 2: x-axis limits
ylim	Numeric vector, length 2: y-axis limits
alpha	Numeric: point transparency
hline	Numeric: If defined, draw a horizontal line at this y value.
hline.col	Color for hline. Default = "#ff0000" (red)
hline.width	Numeric: Width for hline. Default = 1
hline.dash	Character: Type of line to draw: "solid", "dot", "dash", "longdash", "dashdot", or "longdashdot"
hline.annotate	Character: Text of horizontal line annotation if hline is set
hline.annotation.x	Numeric: x position to place annotation with paper as reference. 0: to the left of the plot area; 1: to the right of the plot area
annotate	Logical: If TRUE, annotate significant points
annotate.col	Color for annotations
theme	Character: Theme to use: Use themes() to get available themes
font.size	Float: Font size for all labels. Default = 16
palette	Character: Name of rtemis palette to use. Default = "rtCol1". Only used if col = NULL
legend.x.lo	Numeric: x position of legend.lo
legend.x.hi	Numeric: x position of legend.hi
legend.y	Numeric: y position for legend.lo and legend.hi
annotate.n	Integer: Number of significant points to annotate
ax.lo	Numeric: Sets the x component of the arrow tail about the arrow head for significant points below x.thresh
ay.lo	Numeric: Sets the y component of the arrow tail about the arrow head for significant points below x.thresh
ax.hi	Numeric: Sets the x component of the arrow tail about the arrow head for significant points above x.thresh
ay.hi	Numeric: Sets the y component of the arrow tail about the arrow head for significant points above x.thresh
annotate.alpha	Numeric: Transparency for annotations
hovertext	List of character vectors with hovertext to include for each group of markers
displayModeBar	Logical: If TRUE, show plotly's modebar
filename	Character: Path to file to save static plot. Default = NULL
file.width	Integer: File width in pixels for when filename is set.
file.height	Integer: File height in pixels for when filename is set.
file.scale	Numeric: If saving to file, scale plot by this number
verbose	Logical: If TRUE, print messages to console
...	Additional parameters passed to dplot3_xy

Author(s)

E.D. Gennatas

Examples

## Not run: 
set.seed(2019)
x <- rnormmat(500, 500)
y <- x[, 3] + x[, 5] - x[, 9] + x[, 15] + rnorm(500)
mod <- massGLM(y, x)
dplot3_volcano(mod$summary$`Coefficient y`, mod$summary$`p_value y`)

## End(Not run)

egenn/rtemis documentation built on May 4, 2024, 7:40 p.m.