derive_param_wbc_abs: Add a parameter for lab differentials converted to absolute...

In Roche-GSK/admiral: ADaM in R Asset Library

Add a parameter for lab differentials converted to absolute values

Description

Add a parameter by converting lab differentials from fraction or percentage to absolute values

Usage

derive_param_wbc_abs(
  dataset,
  by_vars,
  set_values_to,
  get_unit_expr,
  wbc_unit = "10^9/L",
  wbc_code = "WBC",
  diff_code,
  diff_type = "fraction"
)

Arguments

dataset	Input dataset The variables specified by the by_vars argument are expected to be in the dataset. PARAMCD, and AVAL are expected as well. The variable specified by by_vars and PARAMCD must be a unique key of the input dataset, and to the parameters specified by wbc_code and diff_code. Default value none
by_vars	Grouping variables Default value none
set_values_to	Variables to set A named list returned by exprs() defining the variables to be set for the new parameter, e.g. exprs(PARAMCD = "LYMPH", PARAM = "Lymphocytes Abs (10^9/L)") is expected. Default value none
get_unit_expr	An expression providing the unit of the parameter The result is used to check the units of the input parameters. Permitted values a variable containing unit from the input dataset, or a function call, for example, get_unit_expr = extract_unit(PARAM). Default value none
wbc_unit	A string containing the required unit of the WBC parameter Default value "10^9/L"
wbc_code	White Blood Cell (WBC) parameter The observations where PARAMCD equals the specified value are considered as the WBC absolute results to use for converting the differentials. Permitted values character value Default value "WBC"
diff_code	white blood differential parameter The observations where PARAMCD equals the specified value are considered as the white blood differential lab results in fraction or percentage value to be converted into absolute value. Default value none
diff_type	A string specifying the type of differential Permitted values "percent", "fraction" Default value "fraction"

Details

If diff_type is "percent", the analysis value of the new parameter is derived as

\frac{White Blood Cell Count * Percentage Value}{100}

If diff_type is "fraction", the analysis value of the new parameter is derived as

White Blood Cell Count * Fraction Value

New records are created for each group of records (grouped by by_vars) if 1) the white blood cell component in absolute value is not already available from the input dataset, and 2) the white blood cell absolute value (identified by wbc_code) and the white blood cell differential (identified by diff_code) are both present.

Value

The input dataset with the new parameter added

See Also

BDS-Findings Functions for adding Parameters/Records: default_qtc_paramcd(), derive_expected_records(), derive_extreme_event(), derive_extreme_records(), derive_locf_records(), derive_param_bmi(), derive_param_bsa(), derive_param_computed(), derive_param_doseint(), derive_param_exist_flag(), derive_param_exposure(), derive_param_framingham(), derive_param_map(), derive_param_qtc(), derive_param_rr(), derive_summary_records()

Examples

library(tibble)

test_lb <- tribble(
  ~USUBJID, ~PARAMCD, ~AVAL, ~PARAM, ~VISIT,
  "P01", "WBC", 33, "Leukocyte Count (10^9/L)", "CYCLE 1 DAY 1",
  "P01", "WBC", 38, "Leukocyte Count (10^9/L)", "CYCLE 2 DAY 1",
  "P01", "LYMLE", 0.90, "Lymphocytes (fraction of 1)", "CYCLE 1 DAY 1",
  "P01", "LYMLE", 0.70, "Lymphocytes (fraction of 1)", "CYCLE 2 DAY 1",
  "P01", "ALB", 36, "Albumin (g/dL)", "CYCLE 2 DAY 1",
  "P02", "WBC", 33, "Leukocyte Count (10^9/L)", "CYCLE 1 DAY 1",
  "P02", "LYMPH", 29, "Lymphocytes Abs (10^9/L)", "CYCLE 1 DAY 1",
  "P02", "LYMLE", 0.87, "Lymphocytes (fraction of 1)", "CYCLE 1 DAY 1",
  "P03", "LYMLE", 0.89, "Lymphocytes (fraction of 1)", "CYCLE 1 DAY 1"
)

derive_param_wbc_abs(
  dataset = test_lb,
  by_vars = exprs(USUBJID, VISIT),
  set_values_to = exprs(
    PARAMCD = "LYMPH",
    PARAM = "Lymphocytes Abs (10^9/L)",
    DTYPE = "CALCULATION"
  ),
  get_unit_expr = extract_unit(PARAM),
  wbc_code = "WBC",
  diff_code = "LYMLE",
  diff_type = "fraction"
)

Roche-GSK/admiral documentation built on April 14, 2025, 12:36 p.m.