library(org.Xl.eg.db )
library(GO.db)
library(dplyr)
library(tidyr)
child <- as.list(GOCCOFFSPRING)
### #####################################
###"Top level"/summarised annotations,
### used for compartments visualisation
#########################################
#Trafficking
COMPARTMENTS_traffic <-
data.frame(
compartment = c(
"Cytoplasm",
"Plasma membrane",
"Intracellular vesicle",
"Lysosome",
"Recycling Endosome",
"Endolysosome",
"Late Endosome",
"Early Endosome"
),
ID = c(
"GO:0005737",
"GO:0005886",
"GO:0097708",
"GO:0005764",
"GO:0055037",
"GO:0036019",
"GO:0005770",
"GO:0005769"
),
stringsAsFactors = F
)
COMPARTMENTS_traffic_offspring <-
child[names(child) %in% COMPARTMENTS_traffic$ID]
COMPARTMENTS_traffic_offspring <-
lapply(names(COMPARTMENTS_traffic_offspring), function(i) {
data.frame(ID = i, subid = COMPARTMENTS_traffic_offspring[[i]])
}) %>%
do.call(rbind, .) %>%
merge(COMPARTMENTS_traffic, by = "ID") %>%
pivot_longer(cols = -compartment,
names_to = "level",
values_to = "ID") %>%
dplyr::select(compartment, ID) %>%
unique()
Xenopus_traffic_annots <- AnnotationDbi::select(org.Xl.eg.db,
COMPARTMENTS_traffic_offspring$ID,
c("GO", "SYMBOL", "UNIPROT"),
"GO") %>%
dplyr::select(GO, SYMBOL, UNIPROT) %>%
unique() %>%
merge(COMPARTMENTS_traffic_offspring,
by.x = "GO",
by.y = "ID") %>%
dplyr::select(SYMBOL,UNIPROT, compartment) %>%
na.omit() %>%
distinct()
### Whole cell
COMPARTMENTS_parent <-
data.frame(
compartment = c(
"Nucleus",
"Cytoplasm",
"Cytoskeleton",
"Peroxisome",
"Vacuole",
"Endoplasmic reticulum",
"Golgi apparatus",
"Plasma membrane",
"Endosome",
"Extracellular region",
"Mitochondrion",
"Intracellular vesicle",
"Ribosome",
"Lysosome"
),
ID = c(
"GO:0005634",
"GO:0005737",
"GO:0005856",
"GO:0005777",
"GO:0005773",
"GO:0005783",
"GO:0005794",
"GO:0005886",
"GO:0005768",
"GO:0005576",
"GO:0005739",
"GO:0097708",
"GO:0005840",
"GO:0005764"
),
stringsAsFactors = F
)
COMPARTMENTS_offspring <-
child[names(child) %in% COMPARTMENTS_parent$ID]
COMPARTMENTS_offspring <-
lapply(names(COMPARTMENTS_offspring), function(i) {
data.frame(ID = i, subid = COMPARTMENTS_offspring[[i]])
}) %>%
do.call(rbind, .) %>%
merge(COMPARTMENTS_parent, by = "ID") %>%
pivot_longer(cols = -compartment,
names_to = "level",
values_to = "ID") %>%
dplyr::select(compartment, ID) %>%
unique()
Xenopus_annots <- AnnotationDbi::select(org.Xl.eg.db,
COMPARTMENTS_offspring$ID,
c("GO", "SYMBOL", "UNIPROT"),
"GO") %>%
dplyr::select(GO, SYMBOL, UNIPROT) %>%
unique() %>%
merge(COMPARTMENTS_offspring, by.x = "GO", by.y = "ID") %>%
dplyr::select(SYMBOL, UNIPROT, compartment) %>%
na.omit() %>%
distinct()
########################################
### Detailed annotations
###
#########################################
#Trafficking
traffic_subannots_terms <- AnnotationDbi::select(GO.db,
COMPARTMENTS_traffic_offspring$ID,
"TERM",
"GOID") %>%
distinct() %>%
left_join(COMPARTMENTS_traffic_offspring, by = c("GOID" = "ID")) %>%
distinct()
Xenopus_traffic_subannots <- AnnotationDbi::select(org.Xl.eg.db,
traffic_subannots_terms$GOID,
c("SYMBOL","UNIPROT"),
"GO") %>%
left_join(traffic_subannots_terms, by = c("GO" = "GOID")) %>%
dplyr::select(GOID = GO,
SYMBOL,UNIPROT,
compartment = TERM,
group = compartment) %>%
distinct()
# Whole cell
subannots_terms <- AnnotationDbi::select(GO.db,
COMPARTMENTS_offspring$ID,
"TERM",
"GOID") %>%
distinct() %>%
left_join(COMPARTMENTS_offspring, by = c("GOID" = "ID")) %>%
distinct()
Xenopus_subannots <- AnnotationDbi::select(org.Xl.eg.db,
subannots_terms$GOID,
c("SYMBOL","UNIPROT"),
"GO") %>%
left_join(subannots_terms, by = c("GO" = "GOID")) %>%
dplyr::select(GOID = GO,
SYMBOL,UNIPROT,
compartment = TERM,
group = compartment) %>%
distinct()
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