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rwebimportchemistry

Importing data associated with a given CAS number from the NIST webbook web site into R


I would like to retrieve information associated with a given CAS registry number (Chemical Abstracts Service nr) from the NIST webbook web site in R, using the provided API.

E.g. for cas nr. "19431-79-9" (Caryophylladienol II), http://webbook.nist.gov/cgi/cbook.cgi?ID=19431-79-9&Units=SI&Mask=2000#Gas-Chrom I got as far as

casno = "19431-79-9"
casno2 = gsub("-", "", casno)
raw=readLines(paste('http://webbook.nist.gov/cgi/cbook.cgi?ID=',casno,'&Units=SI&Mask=2000#Gas-Chrom', sep=""))

# mass spec, empty here, but not e.g. for casno2="630035" 
casno2="630035"
jcampfile = readLines(paste("http://webbook.nist.gov/cgi/cbook.cgi?JCAMP=C",casno2,"&Index=0&Type=Mass",sep=""))
if (jcampfile[[1]]=="##TITLE=Spectrum not found.") jcampfile=NA              

casno2 = gsub("-", "", casno)
# molecular stucture
molfile2d=readLines(paste("http://webbook.nist.gov/cgi/cbook.cgi?Str2File=C",casno2,sep=""))
if (molfile2d==character(0)) molfile2d=NA
molfile3d=readLines(paste("http://webbook.nist.gov/cgi/cbook.cgi?Str3File=C",casno2,sep=""))
if (molfile3d==character(0)) molfile3d=NA

From the following bits of the raw output I would then like to extract the following variables & lists:

"name=\" Top \">Caryophylladienol II</a></h1>" 
-> name="Caryophylladienol II"

"Formula</a>:</strong> C<sub>15</sub>H<sub>24</sub>O</li>\n \n \n<li><strong>" 
-> formula="C15H24O"

"Molecular weight</a>:</strong> 220.3505</li>\n \n \n<li>" 
-> MW=220.3505

"IUPAC Standard InChI:</strong>\n \n<br /><table>\n<tr><td>\n<ul style=\" list-style-type: circle;\">\n<li><tt>InChI=1S/C15H24O/c1-10-6-8-14(16)11(2)5-7-13-12(10)9-15(13,3)4/h12-14,16H,1-2,5-9H2,3-4H3/t12?,13?,14-/m1/s1</tt></li>\n" 
-> InChI="InChI=1S/C15H24O/c1-10-6-8-14(16)11(2)5-7-13-12(10)9-15(13,3)4/h12-14,16H,1-2,5-9H2,3-4H3/t12?,13?,14-/m1/s1" 

"IUPAC Standard InChIKey:</strong>\n<tt>CIIYOYPOMGIECX-JXQTWKCFSA-N</tt>" 
-> InChiKey="CIIYOYPOMGIECX-JXQTWKCFSA-N"

"Stereoisomers:....<strong>
-> stereoisomers=XXX (list of stereoisomers)

"Other names:...\n"
-> synonyms=XXX (list of synonyms)

"Normal alkane RI..."
-> list of measured RIs plus on which column they were measured
e.g. here RIs=c(1637,1631,1627,1656,1615,1638,1628,1602,1611,1635,1622,1622,1627); columns=c("HP-5 MS","DB-5","RTX-1","Col-Elite 5MS","DB-5","DB-5","DB-5","DB-1","DB-5","CP Sil 5 CB","BP-1","RTX-1","DB-5")

Any thoughts on how I would best do the latter type of parsing? Ideally this should then all be wrapped into a function that takes a list of CAS nrs as input, annotates them using info from the NIST webbook, and writes them to a text file. But no need to have it so polished - anything to get me started would help really!

Edit: I have been trying to parse the html file using htmlTreeParse in package XML, but I am not quite succeeding. Would anyone with a bit more experience with that function be able to help me out a bit by any chance?

Edit: I have figured out a solution to import the data in Mathematica, see https://mathematica.stackexchange.com/questions/37091/look-up-info-associated-with-a-given-cas-chemical-identifier-from-the-nist-webbo. If anyone would have the skill to port that code to R please let me know!


Solution

  • For the first URL string in your question, try

    casno = "19431-79-9"
    url <- paste('http://webbook.nist.gov/cgi/cbook.cgi?ID=',casno,'&Units=SI&Mask=2000#Gas-Chrom', sep="")
    doc <- htmlParse(url)
    
    name <- xpathSApply(doc, "//a[@id='Top']", xmlValue)
    name
    [1] "Caryophylladienol II"
    

    Grab all lists with a bold title (some output truncated for display)

    x <- xpathSApply(doc, "//li/strong/..", xmlValue)
    x
    
    [1] "Formula: C15H24O" 
    [2] "Molecular weight: 220.3505" 
    [3] "IUPAC Standard InChI:\n\n\nInChI=1S/C15H24O/c1-10-6-8-14(16)11(2)5-7-13-12(10)9-15(13,3)4/h12-14,16H,1-2,5-9H2, ...
    [4] "IUPAC Standard InChIKey:\nCIIYOYPOMGIECX-JXQTWKCFSA-N" 
    [5] "CAS Registry Number: 19431-79-9"  
    [6] "Chemical structure: \nThis structure is also available as a 2d Mol file\n
    [7] "Species with the same structure:\nCaryophylla-4(14), 8(15)-dien-5-ol\n\n"
    [8] "Stereoisomers:\nCaryophylladienol I\nCaryophylla-3(15),7(14)-dien-6-ol\n«alpha»-Caryophylladienol\nExo methylene ...
    [9] "Other names:\nCaryophylla-4(14),8(15)-dien-5«alpha»-ol;\nCaryophylla-2(12),6(13)-dien-5-«alpha»-ol;\nCaryophylla ...
    [10] "Information on this page:\nGas Chromatography\nReferences\nNotes / Error Report\n\n"
    [11] "Options:\nSwitch to calorie-based units\n\n" 
    

    If you are only writing to a file, then you could fix the delimited list in element 8 (replace newlines with semicolon) and remove the remaining newlines.

    x <- gsub(":\n", ": ", x) 
    x[8] <- gsub("\n+", ";", x[8])
    x <- gsub("\n", "", x)
    x <- gsub("Download the identifier in a file.", "", x)
    

    Use readHTMLTable for tables

    y <-readHTMLTable(doc, stringsAsFactors=FALSE)
    

    then count rows to find the correct table and get values

    sapply(y, nrow)
    NULL NULL NULL NULL NULL NULL 
       1    1    5   13    6    1 
    
    y[[4]][,2:3]
        Active phase     I
    1        HP-5 MS 1637.
    2        DB-5 MS 1631.
    3          RTX-1 1627.
    4  Col-Elite 5MS 1656.
    5           DB-5 1615.
    ...
    
    ri <- paste0(gsub(".", "", y[[4]][,3], fixed=TRUE), "=", y[[4]][,2], collapse=";")
    ri
    [1] "1637=HP-5 MS;1631=DB-5 MS;1627=RTX-1;1656=Col-Elite 5MS;1615=DB-5;1638=DB-5;1628=DB-5;1602=DB-1;1611=DB-5;1635=CP Sil 5 CB;1622=BP-1;1622=RTX-1;1627=DB-5"
    

    Finally, combine and write to a file

    cas <- c(paste("Name:", name), x[c(1:5,7:9)], paste("RI:", ri) )
    write( cas, file="cas.out")
    

    There are other ways to grab the values in unordered lists, for example, to get all stereoisomers as a vector...

    stereo <- xpathSApply(doc, "//li/strong[text()='Stereoisomers:']/../ul/li/a", xmlValue)
     [1] "Caryophylladienol I"                       "Caryophylla-3(15),7(14)-dien-6-ol"         "«alpha»-Caryophylladienol"                
     [4] "Exo methylene isomer of Caryophyllenol I"  "«beta»-Caryophylla-4(14),8(15)-dien-5-ol"  "Caryophylla-4(12),8(13)-dien-5-«beta»-ol" 
     [7] "Caryophylla-4,8-dien-5-ol"                 "Caryophylla-4(12),8(13) diene 5 «beta»-ol" "Caryophyla-4(14),8(15)-dien-5-ol"         
    [10] "Caryophylla-4(12).8(13)-diene-5«beta»-ol"  "2(12),6(13)-Caryophylladien-5-ol"
    

    and then write multiple lines to a file instead.

    paste("Stereoisomer:", stereo)