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Merge pull request #45 from Merck/40-interactive-disposition-table
40 interactive disposition table
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# Copyright (c) 2024 Merck & Co., Inc., Rahway, NJ, USA and its affiliates. | ||
# All rights reserved. | ||
# | ||
# This file is part of the metalite.sl program. | ||
# | ||
# metalite.sl is free software: you can redistribute it and/or modify | ||
# it under the terms of the GNU General Public License as published by | ||
# the Free Software Foundation, either version 3 of the License, or | ||
# (at your option) any later version. | ||
# | ||
# This program is distributed in the hope that it will be useful, | ||
# but WITHOUT ANY WARRANTY; without even the implied warranty of | ||
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the | ||
# GNU General Public License for more details. | ||
# | ||
# You should have received a copy of the GNU General Public License | ||
# along with this program. If not, see <http://www.gnu.org/licenses/>. | ||
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#' Display interactive disposition tables with AE subgroup analysis | ||
#' | ||
#' @param metadata_sl A metadata created by [metalite], | ||
#' which builds the baseline characteristic table | ||
#' @param metadata_ae A metadata created by [metalite], | ||
#' which builds the AE subgroup specific table | ||
#' @param analysis The analysis label provided in \code{metadata_sl}. | ||
#' @param population A character value of population term name. | ||
#' The term name is used as key to link information. | ||
#' @param display_total Display total column or not. | ||
#' @param sl_parameter A character value of parameter term name for | ||
#' the baseline characteristic table. | ||
#' The term name is used as key to link information. | ||
#' @param width A numeric value of width of the table in pixels. | ||
#' | ||
#' @return An reactable combing both baseline characteristic table | ||
#' and AE subgroup specific tables. | ||
#' | ||
#' @export | ||
#' | ||
#' @examples | ||
#' if (interactive()) { | ||
#' react_disposition( | ||
#' metadata_sl = meta_sl_example(), | ||
#' metadata_ae = metalite.ae::meta_ae_example(), | ||
#' width = 1200 | ||
#' ) | ||
#' } | ||
react_disposition <- function( | ||
metadata_sl, | ||
metadata_ae, | ||
analysis = 'disp', | ||
population = metadata_sl$plan[metadata_sl$plan$analysis==analysis,]$population, | ||
sl_parameter = paste(metadata_sl$plan[metadata_sl$plan$analysis==analysis,]$parameter, collapse = ";"), | ||
display_total = TRUE, | ||
width = 1200) { | ||
# ----------------------------------------- # | ||
# total setting # | ||
# ----------------------------------------- # | ||
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if (display_total == TRUE) { | ||
display_sl <- c("n", "prop", "total") | ||
} else { | ||
display_sl <- c("n", "prop") | ||
} | ||
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# ----------------------------------------- # | ||
# prepare the baseline char table numbers # | ||
# ----------------------------------------- # | ||
x_sl <- metadata_sl |> | ||
prepare_disposition( | ||
population = population, | ||
analysis = analysis, | ||
parameter = sl_parameter | ||
) |> | ||
format_disposition(display_col = display_sl, digits_prop = 2) | ||
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tbl_sl <- x_sl$tbl | ||
tbl_sl$var_label[tbl_sl$name == "Participants in population"] <- "Participants in population" | ||
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# get AE listing | ||
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ae_listing_outdata <- metalite.ae::prepare_ae_specific(metadata_ae, "apat", "wk12", "any") |> | ||
forestly:::collect_ae_listing( | ||
c( | ||
"USUBJID", "SEX", "RACE", "AGE", "ASTDT", "ASTDY", "AESEV", "AESER", | ||
"AEREL", "AEACN", "AEOUT", "SITEID", "ADURN", "ADURU", "AOCCPFL" | ||
) | ||
) |> | ||
forestly:::format_ae_listing() | ||
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# Define Column | ||
col_defs <- list() | ||
for (sl_name in names(tbl_sl)) { | ||
if (startsWith(sl_name, "n_")) { | ||
col_defs[[sl_name]] <- reactable::colDef(name = "n") | ||
} else if (startsWith(sl_name, "p_")) { | ||
col_defs[[sl_name]] <- reactable::colDef(name = "(%)") | ||
} else { | ||
col_defs[[sl_name]] <- reactable::colDef(name = " ") | ||
} | ||
} | ||
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# Define Column Group | ||
col_group_defs <- list() | ||
for (i in 1:length(x_sl$group_label)) { | ||
group <- levels(x_sl$group_label)[i] | ||
col_group_defs <- append( | ||
col_group_defs, | ||
list(reactable::colGroup( | ||
name = group, | ||
columns = c(paste0("n_", i), paste0("p_", i)) | ||
)) | ||
) | ||
} | ||
if (display_total == TRUE) { | ||
col_group_defs <- append( | ||
col_group_defs, | ||
list(reactable::colGroup( | ||
name = "Total", | ||
columns = c("n_9999", "p_9999") | ||
)) | ||
) | ||
} | ||
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# Define columns for subject list | ||
sl_selected <- toupper(c( 'trt01a', 'usubjid', 'siteid', 'subjid', 'sex', 'age', 'weightbl')) | ||
sl_sel_names <- c('Treatment', 'Unique Subjet ID', 'Site', 'Subject ID', 'Sex', 'Age (Year)', 'Weight (kg)') | ||
sl_col_def <- list() | ||
for (i in 1:length(sl_selected)) sl_col_def[[sl_selected[i]]] <- reactable::colDef(sl_sel_names[i]) | ||
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# Define columns for AE list | ||
ae_selected <- c('SOC_Name', 'ASTDT', 'Relative_Day_of_Onset', 'Adverse_Event', 'Duration', 'Intensity', 'Serious', 'Related', 'Action_Taken', 'Outcome') | ||
ae_sel_names <- c('SOC', 'Onset Date', 'Relative Day of Onset', 'AE', 'Duraion', 'Intensity', 'Serious', 'Related', 'Action Taken', 'Outcome') | ||
ae_col_def <- list() | ||
for (i in 1:length(ae_selected)) ae_col_def[[ae_selected[i]]] <- reactable::colDef(ae_sel_names[i]) | ||
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trt_grp <- toupper('trt01a') | ||
details <- function(index) { | ||
dcsreas <- stringr::str_trim(tolower(tbl_sl$name[index])) | ||
if (!is.na(tbl_sl$name[index]) & !(dcsreas %in% c("participants in population", "discontinued", "participants ongoing", "completed"))) { | ||
if (stringr::str_trim(tolower(tbl_sl$var_label[index]))=="trial disposition") { | ||
var <- metadata_sl$parameter[['disposition']]$var | ||
} | ||
if (stringr::str_trim(tolower(tbl_sl$var_label[index]))=="participant study medication disposition"){ | ||
var <- metadata_sl$parameter[['medical-disposition']]$var | ||
} | ||
# get discontinued subject list | ||
usubjids <- x_sl$meta$data_population$USUBJID |> subset(tolower(x_sl$meta$data_population$DCSREAS)==dcsreas & tolower(x_sl$meta$data_population[[var]])=="discontinued") | ||
subj_list <- metadata_sl$data_population |> subset(subset = metadata_sl$data_population$USUBJID %in% usubjids, | ||
select = sl_selected ) | ||
subj_list |> | ||
reactable::reactable(filterable = T, defaultExpanded = F, striped = T, groupBy =trt_grp, | ||
columns = sl_col_def, | ||
details = function(index) { | ||
usubjid <- subj_list$USUBJID[index] | ||
# get AE list of a subject | ||
if ( dcsreas %in% c("adverse event")){ | ||
sub_ae_listing <- ae_listing_outdata$ae_listing |> subset(subset = ae_listing_outdata$ae_listing$Unique_Participant_ID %in% usubjid, | ||
select = ae_selected) | ||
sub_ae_listing |> reactable::reactable(striped = F, columns = ae_col_def, defaultExpanded = F) | ||
} | ||
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} | ||
) | ||
} | ||
} | ||
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reactable::reactable( | ||
tbl_sl, | ||
sortable = F, | ||
groupBy = "var_label", | ||
width = width, | ||
columns = col_defs, | ||
columnGroups = col_group_defs, | ||
details = details | ||
) | ||
} |
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