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Extract FDA Approval, Clinical Trial, and PubMed Citation Information from PubChem XML Data
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library(xml2) | |
library(magrittr) | |
# NOTE: Example Uses Vemurafenib, PubChem CID: 42611257 | |
url <- "https://pubchem.ncbi.nlm.nih.gov/rest/pug_view/data/compound/42611257/XML" | |
#download.file(url, "pubchem_42611257.xml") | |
# READ FILE ---- | |
doc <- read_xml('pubchem_42611257.xml') | |
## Rename default XML namespace | |
ns <- xml_ns_rename(xml_ns(doc), d1 = "pug") | |
# EXTRACT INFO ---- | |
## Clinical Trials (US) | |
val <- xml_find_all(doc, ".//pug:ExternalTableName[text() = 'clinicaltrials']/following-sibling::pug:ExternalTableNumRows", ns) %>% | |
xml_text %>% | |
as.numeric | |
val | |
## Clinical Trials (Worldwide) | |
val <- xml_find_all(doc, ".//pug:ExternalTableName[contains(text(), 'clinicaltrials')]/following-sibling::pug:ExternalTableNumRows", ns) %>% | |
xml_text %>% | |
as.numeric | |
val | |
## FDA Approval | |
val <- xml_find_all(doc, ".//pug:ExternalTableName[contains(text(), 'fdaorangebook')]/following-sibling::pug:ExternalTableNumRows", ns) %>% | |
xml_text %>% | |
as.numeric | |
val | |
## Pubmed Citations | |
val <- xml_find_all(doc, ".//pug:ExternalTableName[contains(text(), 'collection=pubmed')]/following-sibling::pug:ExternalTableNumRows", ns) %>% | |
xml_text %>% | |
as.numeric | |
val | |
## Mechanism of Action (ATC Code) | |
# NOTE: Description https://www.whocc.no/atc_ddd_index/?code=L01EC01 | |
val <- xml_find_all(doc, ".//pug:Name[text() = 'ATC Code']/following-sibling::pug:Value/pug:StringWithMarkup/pug:Markup/pug:Length[text() = '5']/parent::pug:Markup/preceding-sibling::pug:String", ns) %>% | |
xml_text | |
val |
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