Replacing paste and paste0 with the glue R package

March 29, 2021 • PD Schloss • 4 min read

Code

This is where we started before the episode

library(tidyverse)
library(readxl)
library(ggtext)

nmds <- read_tsv(file="raw_data/schubert.braycurtis.nmds_2d.axes")
metadata <- read_excel(path="raw_data/schubert.metadata.xlsx")
metadata_nmds <- inner_join(metadata, nmds, by=c('sample_id'='group')) %>%
  mutate(disease_stat = factor(disease_stat,
                               levels=c("DiarrhealControl",
                                        "Case",
                                        "NonDiarrhealControl")
                               )
         )

ggplot(metadata_nmds,
       aes(x=axis1, y=axis2, color=disease_stat, fill=disease_stat)) +
  stat_ellipse(geom="polygon",type="norm", level=0.75, alpha=0.05, show.legend=F) +
  geom_point(show.legend=FALSE) +
  coord_cartesian(xlim=c(-0.8, 0.8), ylim=c(-0.8, 0.8)) +
  labs(title="<span style='color: #999999'><strong>Healthy individuals</strong></span> have a different microbiota from<br><span style='color: #0000FF'><strong>those with diarrhea</strong></span> and those with diarrhea who<br>are <span style='color: #FF0000'><strong>positive for *C. difficile*</strong></span>",
       x="NMDS Axis 1",
       y="NMDS Axis 2",
       caption="All pairwise comparisons were significant using ADONIS at 0.05 using\nBenjimani-Hochberg correction for multiple comparisons") +
  scale_color_manual(name=NULL,
                     breaks=c("NonDiarrhealControl", "DiarrhealControl", "Case"),
                     values=c("gray", "blue", "red"),
                     labels=c("Healthy", "Diarrhea", "*C. difficile* positive")
                     )+
  scale_fill_manual(name=NULL,
                     breaks=c("NonDiarrhealControl", "DiarrhealControl", "Case"),
                     values=c("gray", "blue", "red"),
                     labels=c("Healthy", "Diarrhea", "*C. difficile* positive")
  )+
  theme_classic() +
  theme(
    legend.key.size = unit(0.25, "cm"),
    legend.position = c(1.0, 0.95),
    legend.background = element_rect(fill="white", color="black"),
    legend.margin = margin(t=-2, r=3, b=3, l=3),
    legend.text = element_markdown(),
    plot.margin = margin(t=0.5, l=0.5, r=2, b=0.5, unit="lines"),
    plot.title.position = "plot",
    plot.title = element_markdown(margin = margin(b=1, unit="lines")),
    axis.title.y = element_text(hjust = 1),
    axis.title.x = element_text(hjust = 0),
    plot.caption = element_text(hjust=0),
    plot.caption.position = "plot"
  )

ggsave("schubert_nmds.tiff", width=4.5, height=4.5)

Installations

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