drugbank | User-friendly extensions of the DrugBank database
kandi X-RAY | drugbank Summary
kandi X-RAY | drugbank Summary
DrugBank is a publicly-available resource of drug information [1]. We rely on DrugBank for our project to repurpose drugs. We are conducting this project openly on ThinkLab, and this README will reference Thinklab discussions providing greater detail.
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QUESTION
I have a dataset of genes associated with drugs derived from DrugBank. I wish to simply translate all the drugbank IDs to drug names readable by a human. As you can see my main problem is that some genes are linked to multiple or even hundreds of drugs. the multiple Drug IDs are in the same comma-delimited "column" The R studio "match" or "merge function" only work for the first identifier in each column, thus effectively deleting the remainder in the same column "cell". I have found ways to do this manually on excel for my top candidates but it is not realistic for my dataset of 3000 genes.
Ideally, I would like to do something like "text to columns" but in rows, so every row would keep all its other values but only one of the multiple drugbank IDs in the cell, and then can just use the match function to replace them.
The drugbank vocabulary (.csv) looks like this: [DBvocabulary.csv]
DrugBank.ID Common.name
DB00001 Lepirudin
DB00002 Cetuximab
DB00003 Dornase alfa
DB00004 Denileukin diftitox
DB00005 Etanercept
DB00006 Bivalirudin
My dataset (.csv) has 15 columns but the important ones are:
[all_ph_active.csv]
Gene.Name DrugBank.ID
F8 DB09130
TCN2 DB00200
LDLR DB09270; DB11251; DB14003
ALB DB00070; DB00137; DB00159; DB00162; DB00214;
Any advice is welcome, thanks in advance!
...ANSWER
Answered 2021-Apr-04 at 20:50One way to do this would be to join the name column to the original dataframe.
I have provided a small example below
QUESTION
Title might need some editing since I am not sure how to explain effectively.
here I have two columns and second column might have 3 object in same row but split by "|". I wrote a code to split them and write next line after dropping MESH: however It adds extra digit to first column. First row is not always 6 digits therefore a function I wrote is not helpful in here. Here is an example data
...ANSWER
Answered 2020-Aug-29 at 05:15You could remove the "MESH:"
part from chem
column and separate data into different rows based on "|"
.
QUESTION
Recently I'm working on the data analysis on cancer drugs using the "shiny" packages. In the third tab, I'd like to aggregate and sum the values of each year into those of a certain range of years, eg. into two years like 1984~1985, 1986~1987, ... or into five years like 1984~1988, 1989~1993,..., etc. The beginning year and the last year should be flexible, too. In that case, if I set the interval to 6 years and choose the beginning year as 1990 and the last year as 2012, the x axis of the heatplot should be presented as 1990~1995, 1996~2001, 2002~2007, 2008~2012(only five years rather than six). It's quite complicated for me and I've search for the answers yet cannot find a relatable one.
The code is as the followings. And the data is shared by the hyperlink. Thanks!
...ANSWER
Answered 2020-Aug-12 at 02:56The easiest way to do this is to employ the "%/%", which generates the integer after dividing the value by a specified number. And then, multiply that integer by that specified number. Here's the code:
QUESTION
So I'm trying to extract info from an XML file but I keep getting this error:
...ANSWER
Answered 2020-May-21 at 19:46I found the issue . Use this code to get the names of your products :
QUESTION
I am looking for a way to model using RDF a one to ORed (all) members of a set relationship as well as a one to ANDed (all) members of a set.
The task at hand how to represent (using RDF statement triples) a treatment regimen such as the one below.
Regimen "Regimen_A" consists of drug (DB14502 OR DB09449) AND DB11094
Using RDF/XML, I am now stuck at presenting the drug combination (regimen) consisting of one-of (alternative) drug from list A plus all the (non-optional) drugs from list B.
a) It is possible for a drug regimen to have zero, one or more than one alternative list as well as zero, one or more one non-optional drug list.
b) I would also like to present each drug as a resource having URIref.
c) The drugs in these lists (the ORed list and the ANDed list) can be from different databases such as drugbank, ChEBI or WHOCC.
For example the URIref for drugbank drug DB14502 would be "https://www.drugbank.ca/drugs/DB14502". The URI for ChEBI drug would be "http://purl.obolibrary.org/obo/CHEBI_17012"
In addition to the URIref, there is a requirement to somehow explicitly provide an indication of the drug's source database.
I have been reading the RDF primer https://www.w3.org/TR/rdf-primer/ with the aim of encoding into RDF/XML the solution below as well as extend it to address the above requirements but I have not made much progress in this area.
Below is the RDF data (provided by Jeen Broekstra as an answer to my original question) I would like to transform to RDF/XML
...ANSWER
Answered 2019-May-30 at 00:26You can express it by introducing your own vocabulary concept for an OR
.
QUESTION
I have the dataframe below:
...ANSWER
Answered 2019-May-23 at 06:14As mentioned in the comment, the problem is that the columns in your data frame are not characters but factors. Most of the time, it is more convenient to work with characters. In this case you can use stringsAsFactors = FALSE
inside data.frame(...)
.
Then you can order with respect to the second column:
QUESTION
I have the dataframe below:
...ANSWER
Answered 2019-May-17 at 23:09For levels: It seems to me to be OK here. But, in case you do not get it to elucidate this, I suggest using the forcats package
QUESTION
I am looking to learn how to concatenate multiple columns in python. I have a dataset which looks like this:
...ANSWER
Answered 2019-Feb-18 at 11:52Using pd.DataFrame.groupby
and its agg
:
QUESTION
I am looking to learn how to concatenate multiple columns in linux. I have a dataset which looks like this:
...ANSWER
Answered 2019-Feb-15 at 12:03If you are not worried about spacing part of headers then please try following.
QUESTION
We have a complex XML Structure and really a big one (>500 MB). the XSD of the structure is: This XSD
As we know this is a complex one. and because of size or non-tab deliminator structure, I couldn't convert it to a readable better presentation.
I want to read this file via C# and search the drug name. what is wrong via my code?
...ANSWER
Answered 2018-May-04 at 12:21The simplest approach here would be to use xsd your.xsd /c
, add the generated your.cs
to the project, and just use XmlSerializer
against whatever type is the "root" type; it looks like this will be drugbanktype
, so:
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