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05-detect_iron_deficiency.R
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05-detect_iron_deficiency.R
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################################################################################
#
#'
#' Determine iron storage status
#'
#' Given serum ferritin values, determine iron storage status.
#'
#' @param ferritin A numeric value or numeric vector of serum ferritin level in
#' micrograms per litre (microgram/L).
#' @param group A character value specifying the population target group to
#' determine iron status from. Can be either for under 5 year old ("u5") or
#' 5 years and over ("5over"). Default to "u5".
#' @param inflammation Logical value or vector. Is subject in inflammation or
#' not?
#' @param label Logical. Should labels be used to classify iron storage status?
#' If TRUE (default), status is classified as "no iron deficiency" or
#' "iron deficiency". If FALSE, simple integer codes are returned: 0 for
#' no iron deficiency and 1 for iron deficiency.
#'
#' @returns If `label` is TRUE, a character value or character vector of iron
#' status classification (can be either "iron deficiency" or "no iron
#' deficiency"). If `label` is FALSE, an integer value or integer vector of
#' iron status classification (0 = no iron deficiency; 1 = iron deficiency)
#'
#' @examples
#' # Iron storage status based on CRP only
#' ferritin_corrected <- correct_ferritin(
#' crp = mnData$crp, ferritin = mnData$ferritin
#' )
#' detect_iron_deficiency(ferritin_corrected)
#'
#' # Iron storage status based on AGP only
#' ferritin_corrected <- correct_ferritin(
#' agp = 2, ferritin = mnData$ferritin[1]
#' )
#' detect_iron_deficiency(ferritin_corrected)
#'
#' # Iron storage status based on CRP and AGP
#' ferritin_corrected <- correct_ferritin(
#' crp = mnData$crp[1], agp = 2, ferritin = mnData$ferritin[1]
#' )
#' detect_iron_deficiency(ferritin_corrected)
#'
#' # Iron storage status - qualitative
#' detect_iron_deficiency_qualitative(
#' ferritin = 3, inflammation = TRUE
#' )
#' detect_iron_deficiency_qualitative(
#' ferritin = c(2, 3, 5), inflammation = c(TRUE, FALSE, TRUE)
#' )
#'
#' @author Nicholus Tint Zaw and Ernest Guevarra
#'
#' @export
#' @rdname detect_iron_deficiency
#'
#'
#
################################################################################
detect_iron_deficiency_u5 <- function(ferritin = NULL, label = TRUE) {
## Check that ferritin is not NULL
if (is.null(ferritin)) {
stop("Serum ferritin required. Please try again.")
}
## Check that ferritin is numeric
if (!is.numeric(ferritin)) {
stop("Serum ferritin should be numeric. Please try again.")
}
## Determine iron status
if (label) {
iron_status <- ifelse(
ferritin < 12, "iron deficiency", "no iron deficiency"
)
} else {
iron_status <- ifelse(ferritin < 12, 1, 0)
}
## Return
iron_status
}
################################################################################
#
#' @export
#' @rdname detect_iron_deficiency
#
################################################################################
detect_iron_deficiency_5over <- function(ferritin = NULL, label = TRUE) {
## Check that ferritin is not NULL
if (is.null(ferritin)) {
stop("Serum ferritin required. Please try again.")
}
## Check that ferritin is numeric
if (!is.numeric(ferritin)) {
stop("Serum ferritin should be numeric. Please try again.")
}
## Determine iron status
if (label) {
iron_status <- ifelse(
ferritin < 15, "iron deficiency", "no iron deficiency"
)
} else {
iron_status <- ifelse(ferritin < 15, 1, 0)
}
## Return
iron_status
}
################################################################################
#
#' @export
#' @rdname detect_iron_deficiency
#
################################################################################
detect_iron_deficiency <- function(ferritin = NULL,
group = c("u5", "5over"),
label = TRUE) {
## Check if ferritin is NULL
if (is.null(ferritin)) {
stop("Serum ferritin required. Please try again.")
}
## Check that ferritin is numeric
if (!is.numeric(ferritin)) {
stop("Serum ferritin should be numeric. Please try again.")
}
## Get group
group <- match.arg(group)
## Determine iron status
iron_status <- eval(
parse(
text = paste0(
"detect_iron_deficiency_", group, "(ferritin, label = label)"
)
)
)
## Return
iron_status
}
################################################################################
#
#' @export
#' @rdname detect_iron_deficiency
#
################################################################################
detect_iron_deficiency_qualitative <- function(ferritin = NULL,
inflammation = NULL,
group = c("u5", "5over"),
label = TRUE) {
## Get group
group <- match.arg(group)
## Vectorise detect_iron_deficiency_qualitative
iron_status <- Map(
f = detect_iron_deficiency_qualitative_,
ferritin = ferritin,
inflammation = inflammation,
group = group,
label = label
)
##
iron_status <- unlist(iron_status)
## Return
iron_status
}
################################################################################
#
# Function to vectorise over - not for export
#
################################################################################
detect_iron_deficiency_qualitative_ <- function(ferritin = NULL,
inflammation = NULL,
group = c("u5", "5over"),
label = TRUE) {
## Check if ferritin is NULL
if (is.null(ferritin)) {
stop("Serum ferritin required. Please try again.")
}
## Check that serum ferritin is numeric
if (!is.numeric(ferritin)) {
stop("Serum ferritin should be numeric. Please try again.")
}
##
if (!is.logical(inflammation) & !is.null(inflammation)) {
stop("Inflammation status should be logical. Please try again.")
}
## Check if inflammation is NULL
if (is.null(inflammation)) {
if (label) {
iron_status <- NA_character_
} else {
iron_status <- NA_integer_
}
} else {
if (is.na(inflammation)) {
if (label) {
iron_status <- NA_character_
} else {
iron_status <- NA_integer_
}
} else {
if (inflammation) {
if (label) {
iron_status <- ifelse(
ferritin < 30, "iron deficiency", "no iron deficiency"
)
} else {
iron_status <- ifelse(ferritin < 30, 1, 0)
}
} else {
iron_status <- detect_iron_deficiency(
ferritin = ferritin, group = group, label = label
)
}
}
}
## Return
iron_status
}