• ChEMBL KNIME training?

                                        

    We recently did some KNIME training for ChEMBL at a workshop, and it was very popular. It made us think a little about just how much was available within Knime for ChEMBL, and we thought we'd ask if there was interest in us running a specific, detailed course on ChEMBL/KNIME next year.

    So here's a poll. We'll keep this open for a month (i.e. closes 18th November 2013) and then decide what to do (if anything).

    The stoopid free poll server I sued doesn't like the browser safari - so I'll transfer across to another system over the weekend, and try and transfer votes. Thank you to those that have voted so far.


    Would you be interested in Knime ChEMBL training?
    Yes - I'd like a two day course at the EBI next year
    Yes - I'd like webinars
    Yes - I'd like you to visit our lab (charge involved)
    Yes - but not from you guys.
    No - Knime, what's that
    free poll

  • New Bot on the Blog



    Following the success of our ChEMBL Bot, there is now a new faithful bot out there which answers to the name @MalariaSARLit and is looking for new followers. Its job is to tenaciously monitor PubMed for new malaria-related publications, score them according to our ChEMBL-likeness score and tweet a ChEMBL-like one daily at noon GMT. Followers of the bot will get a free and reliable antimalarial SAR paper alert every day in their twitter feed.  

    George (NKOTB fan)

  • New Drug Approvals 2013 - Pt. XVI - Riociguat (AdempasTM)


    ATC code: not yet assigned
    Wikipedia: Riociguat

    On October 8, 2013, the FDA approved riociguat for the treatment of patients suffering from two forms of pulmonary hypertension - chronic thromboembolic pulmonary hypertension (CTEPH), and pulmonary arterial hypertension (PAH).

    Pulmonary hypertension (PH) is a disease characterized by abnormally high blood pressure in the lungs, which increases the workload for the right ventricle of the heart. Some of the symptoms of PH are dizziness, shortness of breath and water deposits in the legs and joints. PH progresses slowly and can lead to severe and often fatal circulatory and respiratory complications. CTEPH is a form of PH caused by blood clots obstructing the passage of blood through the vessels in the lung, often after a pulmonary embolism has occurred. PAH on the other hand is caused by a chronic tightening or constriction of blood vessels.

    Riociguat (CHEMBL2107834) is a stimulator of soluble guanylate cyclase (sGC), an ezyme that is activated by increased levels of nitric oxide (NO). Downstream signalling of increased levels of cGMP (CHEBI:28181) causes the dilation of the endothelium in blood vessels. SGc is a heterodimer consisting of an alpha- and beta-subunit. There are two known isoforms for each subunit (Uniprot-ids, alpha: P33402, Q02108 ; beta: Q02153, O75343). Stimulation of the kinase by riociguat and other sGC stimulators depends on the presence of a reduced heme group in the sGC beta-subunit. The activation of sGC by this class of compounds is synergistic with NO signalling. Some other compounds in this class are YC-1 (CHEMBL333985) and BAY 41-8543 (CHEMBL1916024). In contrast, the sGC can also be targeted through activators that work independently of NO signalling. 


    Canonical SMILES: COC(=O)N(C)c1c(N)nc(nc1N)c2nn(Cc3ccccc3F)c4ncccc24
    Std-InChI:  InChI=1S/C20H19FN8O2/c1-28(20(30)31-2)15-16(22)25-18(26-17(15)23)14-12-7-5-9-24-19(12)29(27-14)10-11-6-3-4-8-13(11)21/h3-9H,10H2,1-2H3,(H4,22,23,25,26)
    Std-InChI key: WXXSNCNJFUAIDG-UHFFFAOYSA-N

    Riociguat has a molecular weight of 422.42 Da. The calculated LogP for riociguat is 2.34 and the compound has no stereo-centers.

    The compound is administered orally and was approved through the FDA priorities review program. It has a black box warning because it can harm fetuses and is therefore not prescribed to pregnant women. Other adverse effects of riociguat include headache, dizziness, indigestion, peripheral edema, nausea, diarrhea and vomiting.

    Riociguat is a first-in-class compound and was developed by Bayer HealthCare Pharmaceuticals.

    Riociguat will be marketed as a prescription medicine under the name Adempas.




  • EMBL-EBI RDF Platform






    Yesterday saw the release of the EMBL-EBI RDF Platform, the official announcement can be found here. The purpose of this new platform is to act as a central resource for all RDF and Semantic Technology focused work being carried out at the EMBL-EBI. The benefit to users of the RDF version of the ChEMBL database is that you now have access to documentation, a SPARQL endpoint, example SPARQL queries and a Linked Data browser.

    Other EMBL-EBI resources involved in this project include BioModels, BioSamples, Expression Atlas, Reactome and UniProt - we expect the number of resources offering RDF versions of their data to grow over the coming year.

    One of the very cool things the new platform offers users is the ability to run federated SPARQL queries across the separate resources listed above. Essentially this is removing the data integration burden, which would have previously been required in order to answer the questions asked by the federated queries. Example federated SPARQL queries include:
     We hope you find the new resource useful and please use this page to provide feedback




  • New Drug Approvals 2013 - Pt. XV - Vortioxetine Hydrobromide (BrintellixTM)



    ATC Code: N06AX26
    Wikipedia: Vortioxetine

    On September 30th 2013, FDA approved Vortioxetine (as the hydrobromide salt; tradename: Britellix; research code: Lu AA21004 (Lu AA21004 (HBR) for the hydrobromide salt); ChEMBL: CHEMBL2104993), a multimodal antidepressant indicated for the treatment of major depressive disorder (MDD).

    MDD is a mental disorder characterised by low mood and/or loss of pleasure in most activities, and by symptoms or signs such as increased fatigue, change in appetite or weight, insomnia or excessive sleeping and suicide attempts or thoughts of suicide. MDD is believed to arise from low levels of neurotransmitters (primarily serotonin (5-HT), norepinepherine (NE) and dopamine(DA)) in the synaptic cleft between neurons in the brain. Several antidepressants for the treatment of MDD are already available in the market and its choice depends on which symptoms need to be tackled. The most important classes of antidepressants include the Selective Serotonin Reuptake Inhibitors (SSRIs) such as Fluoxetine (ChEMBL: CHEMBL41), Sertraline (ChEMBL: CHEMBL809), Paroxetine (ChEMBL: CHEMBL490), Fluvoxamine (ChEMBL: CHEMBL814) and Escitalopram (ChEMBL: CHEMBL1508), which are believed to maintain the levels of 5-HT high in the synapse; and the Serotonin-Norepinephrine Reuptake Inhibitors (SNRIs) such as Venlafaxine (ChEMBL: CHEMBL637), Duloxetine (ChEMBL: CHEMBL1175), Desvenlafaxine (ChEMBL: CHEMBL1118) and Milnacipran (ChEMBL: CHEMBL259209), which in turn are thought to maintain higher levels of 5-HT and NE in the synapse. Vortioxetine is a novel multimodal serotonergic compound, which displays antagonistic properties at serotonin receptors 5-HT3A (ChEMBL: CHEMBL1899; Ki=3.7nM) and 5-HT7 (ChEMBL: CHEMBL3155; Ki=19nM), partial agonist properties at 5-HT1B receptors (ChEMBL: CHEMBL1898; Ki=33nM), agonistic properties at 5-HT1A receptors (ChEMBL: CHEMBL214; Ki=15nM) and potent inhibition at the serotonin transporter (SERT) (ChEMBL: CHEMBL228; Ki=1.6nM). The contribution of these activities to the antidepressant action of Vortioxetine is not fully understood, however Vortioxetine is believed to be the first compound with this combination of pharmacodynamic activity.


    Vortioxetine is a synthetic small molecule with a molecular weight of 298.5 g.mol-1 (379.4 g.mol-1 for the hydrobromide salt), an ALogP of 4.5, 3 hydrogen bond acceptors, 1 hydrogen bond donor, and therefore fully compliant with Lipinski's rule of five.
    IUPAC: 1-[2-(2,4-Dimethyl-phenylsulfanyl)-phenyl]-piperazine, hydrobromide
    Canonical Smiles: Cc1ccc(Sc2ccccc2N3CCNCC3)c(C)c1
    InCHI: InChI=1S/C18H22N2S/c1-14-7-8-17(15(2)13-14)21-18-6-4-3-5-16(18)20-11-9-19-10-12-20/h3-8,13,19H,9-12H2,1-2H3

    The recommended starting dose of Vortioxetine is 10 mg administrated orally once daily. The dose should then be increased to 20 mg/day, as tolerated. For patients who do not tolerate higher doses, a dose of 5 mg/day should be considered. Vortioxetine is 75% orally bioavailable, with an apparent volume of distribution of 2600L, a plasma protein binding of 98% and a terminal half-life of ca. 66 hours. Vortioxetine is extensively metabolised primarily through oxidation via cytrochrome P450 enzymes CYP2D6, CYP3A4/5, CYP2C19, CYP2C9, CYP2A6, CYP2C8 and CYP2B6 and subsequent glucuronic acid conjugation. CYP2D6 is the primary enzyme catalysing Vortioxetine to its major, pharmacologically inactive, carboxylic acid metabolite. Poor metabolisers of CYP2D6 have approximately twice the Vortioxetine plasma concentration of extensive metabolisers and therefore the maximum recommended dose in known CYP2D6 poor metabolisers is 10 mg/day. Vortioxetine is excreted in the urine (59%) and feces (26%) as metabolites, with a negligible amount of unchanged compound being excreted in the urine up to 48 hours.

    The licensed holder of Vortioxetine is H. Lundbeck A/S and the full prescribing information can be found here.

  • Paper: Target Prediction for an Open Access Set of Compounds Active against Mycobacterium tuberculosis

    Here's a paper detailing some multi-method target prediction work as part of the GeMoA FP7 project. Proud, as ever, to publish Open Access.

    %A Martínez-Jiménez F
    %A Papadatos G
    %A Yang L
    %A Wallace IM
    %A Kumar V
    %A Pieper U
    %A Sali A
    %A Brown JR
    %A Overington JP
    %A Marti-Renom MA
    %D 2013 
    %T Target Prediction for an Open Access Set of Compounds Active against Mycobacterium tuberculosis
    %J PLoS. Comput. Biol. 
    %V 9
    %P e1003253
    %O doi:10.1371/journal.pcbi.1003253
    
    jpo

  • ChEMBL Web Service Update 2: JSONP Support


    We posted earlier in the week about some behind the scenes changes we had made to our Web Services. Having read that post (if you missed the post and use our Web Services please take a look), you will know we setup a temporary base URL to allow users to test the new ChEMBL API powered services. The base URL is:

    https://www.ebi.ac.uk/chemblws2

    We have made it straightforward for users to test the new services as all current methods are available using the new base URL. As well as maintaining existing functionality, we have also been able to add a couple of new features, the first of which is JSONP support. Those familiar with web application development will be familiar with the issue of requesting data from a domain different from that of the domain the web application is running. This type of data requested is prevented by the web browser, due to the enforcement of the same-origin policy. This is an important security concept, but there are times when it being able pull data in from a trusted source enhances the functionality of the web application and makes the life of the developer much easier. Adding JSONP support to the ChEMBL Web Services allows users to now pull ChEMBL data into their web pages with minimal effort. So how do you add JSONP support? Simple, you add an extra argument to the to Web Service call which provides the name of a callback function, which is then used to wrap the regular JSON response.

    Currently you can request a JSON response with the following URL:


    To create a JSONP response you add the callback argument parameter (Note, you do not need to include .json and the callback argument can be any value):


    We hope you find this useful and if you have any questions get in touch.

    The ChEMBL Team

  • ChEMBL Virtual Machine (a.k.a. myChEMBL)


    With last weeks ChEMBL_17 release out of the way, we have had time to revisit our ChEMBL Virtual Machine project. This project, which we now refer to as myChEMBL, is aimed at providing users with a complete and free, easy-to-intstall cheminformatics infrastructure. To achieve this we have provided users with a Ubuntu based virtual machine, which comes with:
    • A PostgreSQL database, preloaded with ChEMBL_17. You will notice some extra tables, which are required to allow the RDkit chemical searching.
    • The latest build of RDkit taken from the RDkit github repo.
    • A web application to allow you to query the ChEMBL database. You can pick up a copy of the web application from Rodrigo Ochoa github repo.
    You might now ask How do I get a copy of myChEMBL? And the answer to that is you visit the ChEMBL ftpsite:


    To install myChEMBL you will need to use some virtualisation software, such as VirtualBox or VMware Fusion. You will find installation instructions on the ftpsite, which describe how to load myChEMBL into VirtualBox. These will soon appear on this blog - with pictures :)

    Get in touch via mail to mychembl@ebi.ac.uk if you have any myChEMBL questions.

    The ChEMBL Team