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32
report.Rmd
32
report.Rmd
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@ -14,6 +14,7 @@ library(survival)
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library(emmeans)
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library(foreign)
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library(gtsummary)
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library(ggsurvfit)
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```
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```{r}
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@ -114,6 +115,29 @@ table.split <- dat.table1 |>
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table.split
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```
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```{r}
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table.split <- dat.table1 |>
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select(sex, age.rec, age.donor, hla.match, cold.isc, tx.type) |>
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tbl_summary(
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by = tx.type,
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statistic = list(
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all_continuous() ~ "{median} ({p25}, {p75})"
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),
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label = list(
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hla.match ~ "HLA matches, n(%)",
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age.donor ~ "Donor age, median (IQR)",
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age.rec ~ "Recipient age, median (IQR)",
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cold.isc ~ "Cold ischemic time (hours), median (IQR), ",
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sex ~ "Sex, n(%)"
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),
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missing = "ifany"
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) |>
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add_overall() |>
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modify_footnote(all_stat_cols() ~ NA)
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table.split
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```
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Calculate median follow-up (reverse Kaplan-Meier method), with 95% CI
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```{r}
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@ -367,9 +391,6 @@ recode.dat <- function(dat, time.intervals) {
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df
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}
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```
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```{r}
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@ -547,13 +568,16 @@ dat.age.rec$age.group <- sapply(dat.age.rec$age.rec, class.age) |>
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cox.age.rec <- coxph(Surv(follow.up, death) ~ age.group, data = dat.age.rec)
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cox.age.rec |> summary()
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```
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```{r}
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emmeans(cox.age.rec, pairwise ~ age.group, type = "response")
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```
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```{r}
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cox.age.rec |> ggsurvfit()
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```
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# Exercise 7
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