callingWaterfall {PharmacoGx} | R Documentation

## Drug sensitivity calling using waterfall plots

### Description

1. Sensitivity calls were made using one of IC50, ActArea or Amax

### Usage

    callingWaterfall(
      x,
      type = c("IC50", "AUC", "AMAX"),
      intermediate.fold = c(4, 1.2, 1.2),
      cor.min.linear = 0.95,
      name = "Drug",
      plot = FALSE
    )

### Arguments

`x` | What type of object does this take in?
`type` | ic50: IC50 values in micro molar (positive values) actarea: Activity Area, that is area under the drug activity curve (positive values) amax: Activity at max concentration (positive values)
`intermediate.fold` | vector of fold changes used to define the intermediate sensitivities for ic50, actarea and amax respectively
`cor.min.linear` | `numeric` The minimum linear correlation to require?
`name` | `character` The name of the output to use in plot
`plot` | `boolean` Whether to plot the results

### Details

2. Sort log IC50s (or ActArea or Amax) of the cell lines to generate a “waterfall distribution”

3. Identify cutoff:

3.1 If the waterfall distribution is non-linear (pearson cc to the linear fit <=0.95), estimate the major inflection point of the log IC50 curve as the point on the curve with the maximal distance to a line drawn between the start and end points of the distribution.

3.2 If the waterfall distribution appears linear (pearson cc to the linear fit > 0.95), then use the median IC50 instead.

4. Cell lines within a 4-fold IC50 (or within a 1.2-fold ActArea or 20 difference) difference centered around this inflection point are classified as being “intermediate”, cell lines with lower IC50s (or ActArea/Amax values) than this range are defined as sensitive, and those with IC50s (or ActArea/Amax) higher than this range are called “insensitive”.

5. Require at least x sensitive and x insensitive cell lines after applying these criteria (x=5 in our case).

### Value

`factor` Containing the status drug sensitivity status of each cellline.

[Package PharmacoGx version 2.0.9 Index]