• OMG! Why Me!


    So, I've just lost a lot of work on an online grant reporting system. Looks like someone coded a time cutoff time as 0.01 as opposed to the more conventional 23.59, and then didn't handle session management very well in the app.

    I just feel like I need some comfort food, a pie maybe?

  • New Drug Approvals 2012 - Pt. XXXV - Elvitegravir/Cobicistat/Emtricitabine/Tenofovir disoproxil fumerate (STRIBILD®)


    Elvitegravir:

    Cobicistat:


    ATC Code : J05AR09
    On August 27, FDA approved the complete regimen for treatment of Human Immunodeficiency Virus -1 (HIV-1) infection in adults who are antiretroviral treatment-naïve. STRIBILD®, combination of a HIV-1 integrase strand transfer inhibitor (INSTI) - Elvitegravir, a pharmacokinetic enhancer - Cobicistat and two nucleos(t)ide analog HIV-1 Reverse Transcriptase (RT) inhibitors (NRTI's) - Emtricitabine/Tenofovir disoproxil.

    Acquired immunodeficiency syndrome (AIDS) is a disease of the human immune system caused by HIV infection, in which progressive failure of the immune system allows life-threatening opportunistic infections and cancers to thrive. HIV infects and kills vital cells involved in immune system such as T helper cells (specifically CD4+ T cells, macrophages and dendritic cells. When CD4+ T cell numbers decile below a critical level, cell-mediated immunity is lost and the body becomes progressively more susceptible to opportunistic infections.

    HIV/AIDS is a global pandemic. As of 2012 approximately 34 million people have HIV worldwide. Of these approximately 16.8 million are women and 3.4 million are less than 15 years old. For more information on the disease epidemiology or any other information on HIV/AIDS, check Wikipedia or UNAIDS.


    The management of HIV/AIDS typically includes the use of antiretroviral drugs which are medications for the treatment of infection of HIV. Different antiretroviral drugs restrain the growth and reproduction of HIV, that are broadly classified by the phase of the retrovirus life-cycle that the drug inhibits.


    The life-cycle of HIV (all steps 1 to 6) can be as short as about 1.5 days and HIV lacks proofreading enzymes. These cause the virus to mutate very rapidly, resulting in high genetic variability. When antiretroviral drugs are used improperly, these multi-drug resistant (MDR) strains can become dominant genotypes. This lead to development of combination therapy - wherein several drugs (different classes of antiretroviral drugs), typically three or four, are taken in combination, the approach is known as highly active antiretroviral therapy (HAART). 


    In recent years, many such complex regimens has been developed and termed as fixed-dose combinations. Some other examples of fixed-dose combination drugs approved by FDA for HIV treatment can be found here. And one such combination drug is STRIBILD®; which is a fixed-dose combination of ElvitegravirCobicistatEmtricitabine and Tenofovir DF. Elvitegravir, emtricitabine and tenofovir directly suppress viral reproduction. Cobicistat increases the effectiveness of the combination by inhibiting liver enzymes that metabolise the other components. In this regimen of drugs Elvitegravir and Cobicistat are the new molecular entities (NME), the rest two emtricitabine (prescribing info.) and tenofovir (prescribing info.) are pre-approved, prescribed NRTI drugs.

    Elvitegravir (Research Code: GS1937, ChEMBLCHEMBL204656PubChemCID 5277135ChemSpider4441060 ) inhibits the strand transfer activity of HIV-1 integrase, an HIV-1 encoded enzyme that is required for viral replication. Inhibition of integrase prevents the integration of HIV-1 DNA into host genomic DNA, blocking the formation of the HIV-1 provirus and propagation of the viral infection. Elvitegravir does not inhibit human Topoisomerases I or II.

    IUPAC Name : 6-(3-Chloro-2-fluorobenzyl)-1-[(2S)-1-hydroxy-3-methylbutan-2-yl]-7-methoxy-4-oxo-1,4-dihydroquinoline-3-carboxylic acid
    Canonical SMILES : COc1cc2N(C=C(C(=O)O)C(=O)c2cc1Cc3cccc(Cl)c3F)[C@H](CO)C(C)C
    Standard InChI : 1S/C23H23ClFNO5/c1-12(2)19(11-27)26-10-16(23(29)30)22(28)15-8-14(20(31-3)9-18(15)26)7-13-5-4-6-17(24)21(13)25/h4-6,8-10,12,19,27H,7,11H2,1-3H3,(H,29,30)/t19-/m1/s1
    Standard InChI Key : JUZYLCPPVHEVSV-LJQANCHMSA-N

    Cobicistat (PubChemCID 25151504ChemSpider25084912) is a selective, mechanism-based inhibitor of cytochromes P450 of the CYP3A subfamily. Inhibition of CYP3A-mediated metabolism by cobicistat enhances the systemic exposure of CYP3A substrates, such as elvitegravir, where bioavailability is limited and half-life is shortened by CYP3A-dependent metabolism.



    IUPAC Name : 1,3-thiazol-5-ylmethyl [(2R,5R)-5-{[(2S)-2-[(methyl{[2-(propan-2-yl)-1,3-thiazol-4-yl]methyl}carbamoyl)amino]-4-(morpholin-4-yl)butanoyl]amino}-1,6-diphenylhexan-2-yl]carbamate
    Canonical SMILES : CC(C)c1nc(CN(C)C(=O)N[C@@H](CCN2CCOCC2)C(=O)N[C@H](CC[C@H](Cc3ccccc3)NC(=O)OCc4cncs4)Cc5ccccc5)cs1
    Standard InChI : 1S/C40H53N7O5S2/c1-29(2)38-43-34(27-53-38)25-46(3)39(49)45-36(16-17-47-18-20-51-21-19-47)37(48)42-32(22-30-10-6-4-7-11-30)14-15-33(23-31-12-8-5-9-13-31)44-40(50)52-26-35-24-41-28-54-35/h4-13,24,27-29,32-33,36H,14-23,25-26H2,1-3H3,(H,42,48)(H,44,50)(H,45,49)/t32-,33-,36+/m1/s1

    The recommended dose of STRIBILD is one tablet administered orally once a day, which contains 150 mg of elvitegravir, 150 mg of cobicistat, 200 mg of emtricitabine, and 300 mg of tenofovir disoproxil fumarate. Peak plasma concentrations were observed 4 hrs post-dose for elvitegravir with Cmax of 1.7 ± 0.4, 3 hrs for cobicistat with Cmax of 1.1 ± 0.4. Almost 98-99% of elvitegravir bound to human plasma, whereas cobicistat was 97-98% bound. Median terminal plasma half-life of 12.9 for elvitegravir was found with 94.8% and 6.7% of the administered dose excreted in feces and urine respectively. Cobicistat exhibited 3.5 hrs of plasma half-life with 86.2% and 8.2% of the administered dose excreted in feces and urine.

    Full prescribing information can be found here.

    The license holder is GILEAD, and the product website is www.stribild.com.

  • MMV 11th Call for proposals - H2L and LO for Malaria Drug Discovery


    Many of the readers of the ChEMBL-og are interested in drug discovery against neglected and rare diseases. One of the great things for us in this field is the opening up of data in this field - there was the almost simultaneous release of primary HTS data from GSK, Novartis & St. Judes in 2011, more recently the results of a GSK HTS for TB. Having this data publicly available, for all, means that many smart people can analyse the data, and of course, pooling data in this way effectively is equivalent to running the assay against a far larger compound set, and allows more powerful cheminformatics analysis to identify chemical series, preliminary SAR, etc. Many of these datasets are available in our ChEMBL-NTD and ChEMBL-Malaria archives - and we know 2013 will be a great year for more data just like this! All these data are available for download, in the exact form as supplied by the depositor, no accounts/passwords, no lock-in to a software infrastructure, with no restrictions - just as it should be. Free the Data to set the World Free of Disease!

    One of our partners, Medicine for Malaria Ventures (MMV) have recently announced an opportunity to get some real funding to take this data forward to real drugs. Further details of the call are here.

    The call is for projects in the hit-to-lead (H2L) and lead optimization (LO) stages for new families of molecules specifically addressing the key priorities of the malaria eradication agenda: transmission blocking via the human host, and prevention of P. vivax relapse through killing of liver stage hypnozoites or reactivating them so as to be killed in the blood stages. In addition, proposals are sought for novel chemical series with a long half-life (ideally > 10 hours in rodents) and confirmed in vivo efficacy that could have potential for well tolerated P. falciparum chemoprophylaxis or asexual blood stage treatment in humans. Any proposals based on existing chemotypes must clearly address known issues.

    The deadline for applications is 12 noon CET March 15th,

  • New Drug Approvals 2012 - Pt. XXXIV - RaxibacumabTM



    ATC Code:
    Wikipedia: Raxibacumab

    On December 14th 2012 the FDA approved Raxibacumab for the treatment of inhalation anthrax, a form of anthrax caused by the inhalation of anthrax spores. The drug is also approved to treat inhalation anthrax when alternative therapies are not available or appropriate. Raxibacumab is a 146 kDa monoclonal antibody that is designed to neutralize the toxin secreted by Bacillus Anthracis. The FDA granted raxibacumab fast track designation, priority review, and orphan product designation.

    Bacillus Anthracis toxin (Anthrax toxin) is a secreted three protein exotoxin. It consists of two enzyme components; lethal factor (LF, PDB 1PWU), a bacterial endopeptidase and edema factor (EF, PDB 1PWW), a bacterial adenylate cyclase. These are combined with one cell-binding protein; protective antigen (PA, PDB 1ACC). The individual components are non toxic and the combination of the enzyme components with the cell-binding protein makes them toxic. PA, in the form of a 83kDa protein, binds to the Anthrax Toxin receptor. Upon binding a 20kDa fragment is cleaved of the protein. The remaining protein (PA63) self assembles into a ring shaped oligomer. This oligomer acts as a pore precursor through which the enzymatic components enter the cell. EF, an 88kDa protein, acts as a Ca2+ and calmodulin dependant adenylate cyclase, raising cAMP levels (up to 200 fold in CHO cells) and disturbing water homeostasis in the cell. In turn disturbing signaling pathways and immune function. LF,  an 89kDa protein, is a Zn2+ dependant endopeptidase. The protein cleaves mitogen-activated proten kinase kinases (MAPKKs). This leads to altered signalling pathways and apoptosis. 





    (Image adapted from http://www.kesimpulan.com)

    Raxibacumab, efficacy has not been tested in humans but instead in monkey's and rabbit's for ethical reasons. Safety trials were conducted in 326 healthy human volunteers.  

    Raxibacumab is available as a single-use vial which contains 1700 mg/34 mL (50 mg/mL) raxibacumab injection. Raxibacumab is administered as a single dose of 40 mg/kg intravenously over 2 hours and 15 minutes after dilution in 0.9% Sodium Chloride Injection, USP (normal saline) to a final volume of 250 mL. 

    The PK of raxibacumab are linear over the dose range of 1 to 40 mg/kg following single IV dosing in humans. Following single IV administration of raxibacumab 40 mg/kg in healthy, male and female human subjects, the mean Cmax  and AUCinf were 1020.3 ± 140.6 mcg/mL and 15845.8 ± 4333.5 mcg·day/mL, respectively. Mean raxibacumab steady-state volume of distribution was greater than plasma volume, suggesting some tissue distribution. Clearance values were much smaller than the glomerular filtration rate indicating that there is virtually no renal clearance of raxibacumab. 

    The license holder is GlaxoSmithKline and the prescribing information can be found here.

  • New Drug Approvals 2012 - Pt. XXXII - Bedaquiline (SirturoTM)


    ATC Code: J04AK05
    Wikipedia: Bedaquiline

    On December 28, the FDA approved Bedaquiline (as the fumarate salt; tradename: Sirturo; Research Code: R-403323 (for Bedaquiline Fumarate), R-207910 and TMC-207 (for Bedaquiline)), a novel, first-in-class diarylquinoline antimycobacterial drug indicated for the treatment of pulmonary multi-drug resistant tuberculosis (MDR-TB) as part of combination therapy in adults.

    Turbeculosis is an infectious disease caused by the mycobacteria Mycobacterium tuberculosis, which usually affects the lungs. MDR-TB occurs when M. tuberculosis becomes resistant to the two most powerful first-line treatment anti-TB drugs, Isoniazid (ChEMBL: CHEMBL64) and Rifampin (ChEMBL: CHEMBL374478). Bedaquiline is the first anti-TB drug that works by inhibiting mycobacterial adenosine 5'-triphosphate (ATP) synthase (for Uniprot_IDs, clique here), an enzyme essential for the replication of the mycobacteria.


    ATP is the most commonly used energy currency of cells for most organisms. ATP synthase produces ATP from adenosine phosphate (ADP) and inorganic phosphate using energy from a transmembrane proton-motive force generated by respiration. The image above depicts a model of the mycobacterial ATP synthase. ATP synthase has two major structural domains, F0 and F1, that act as a biological rotary motor. The F1 domain is composed of subunits α3 (Uniprot: P63673), β3 (Uniprot: P63677), γ3 (Uniprot: P63671), δ and ε (Uniprot: P63662); the F0 domain includes one a subunit (Uniprot: P63654), two b subunits (Uniprot: P63656) and 9 to 12 c subunits (Uniprot: P63691) arranged in a symmetrical disk. The F0 and F1 domains are linked by central stalks (subunits γ and ε) and peripheral stalks (subunits b and δ). The proton-motive force fuels the rotation of the transmembrane disk and the central stalk, which in turn modulates the nucleotide affinity in the catalytic β subunit, leading to the production of ATP.

    It has been shown that mutation in the atpE gene, which encodes the c subunit, of the mycobacterial ATP synthase, confers resistant to Bedaquiline, suggesting that Bedaquiline binds crucially to this target (although almost certainly other components of the complex are required for a competent binding site), inhibiting the proton pump of M. tuberculosis and therefore interfering with the rotation properties of the transmembrane disk, leading to ATP depletion.
    >ATPL_MYCTU ATP synthase subunit c
    MDPTIAAGALIGGGLIMAGGAIGAGIGDGVAGNALISGVARQPEAQGRLFTPFFITVGLV
    EAAYFINLAFMALFVFATPVK
    Another notable feature is the high specificity of Bedaquiline for mycobacteria. This is due to the fact that there is very limited sequence similarity between the mycobacterial and human atpE proteins.


    Bedaquiline is a diarylquinoline antimycobacterial drug, which displays both planar hydrophobic moieties and hydrogen-bonding acceptor and donor groups. It has a molecular weight of 555.50 Da (671.58 for the fumarate salt), an ALogP of 6.93, 4 hydrogen-bond acceptors and 1 hydrogen-bond donor, and therefore not fully rule-of-five compliant.

    Name: (1R, 2S)-1-(6-bromo-2­ methoxy-3-quinolinyl)-4-(dimethylamino)-2-(1-naphthalenyl)-1-phenyl-2-butanol
    Canonical Smiles: COc1nc2ccc(Br)cc2cc1[C@@H](c3ccccc3)[C@@](O)(CCN(C)C)c4cccc5ccccc45
    InChI: InChI=1S/C32H31BrN2O2/c1-35(2)19-18-32(36,28-15-9-13-22-10-7-8-14-26(22)28)30(23-11-5-4-6-12-23)27-21-24-20-25(33)16-17-29(24)34-31(27)37-3/h4-17,20-21,30,36H,18-19H2,1-3H3/t30-,32-/m1/s1

    The recommended dosage of Bedaquiline is 400 mg once daily for 2 weeks followed by 200 mg 3 times per week for 22 weeks with food.

    Bedaquiline shows a volume of distribution of approximately 164 L and a plasma binding protein of > 99.9%. Bedaquiline is primarily subjected to oxidative metabolism by CYP3A4 leading to the formation of the N-monodesmethyl metabolite (M2), which is 4 to 6 times less active in terms of antimycobacterial potency. It is mainly eliminated in feces and the mean terminal half-life T1/2 of Bedaquiline and M2 is approximately 5.5 months.

    The license holder is Janssen Therapeutics and the full prescribing information of Bedaquiline can be found here.

    Patricia

  • DjangoCon - Vote for ChEMBL!!!!


    We have a talk entered for DjangoCon Europe 2013 - and there is a vote underway for this - the title of the talk you may wish to vote for is "Do you feel the chemistry? Developing scientific applications with Django." which is, you probably agree, a pretty interesting subject. You will need a github account to vote - but being hip cats you'll have one already.


    I must point out that this post has nothing to do with the smash-hit block-buster film Django Unchained from the superstar director Quentin Tarantino (but search engines may well be too stupid to realised this and bump the rank of this post).

    Update: Voting is now closed.

    jpo

  • USAN Watch: January 2013

    The USANs for January 2013 have recently been published.

    USAN Research Code StructureDrug ClassTherapeutic classTarget
    cebranopadolGRT-6005
    synthetic small moleculetherapeuticNMDAR
    cobimetinib, cobimetinib butyrate
    RG-7420, GDC-973


    synthetic small moleculetherapeuticMEK
    dexmecamylamine, dexmecamylamine hydrochloride
    TC-5214, NIH-11008


    synthetic small moleculetherapeuticnAChR
    fluralanerA-1443, AH-252723
    synthetic small moleculetherapeutic?
    imgatuzumabGA-201, RG-7160, RO-5083945, HuMAB
    monoclonal antibodytherapeuticEGFR
    lampalizumabRG-7417, FCFD-4514S, Anti-fD
    monoclonal antibody therapeuticFactor D
    latanoprostene bunodNCX-116, BOL-303259-X
    natural product-derived small moleculetherapeuticPGF2R
    lirilumabBMS-986015, IPH-2102
    monoclonal antibodytherapeuticKIR
    tafenoquine, tafenoquine succinateSB-252263-AAB, SB-252263-AX, WR-238605
    synthetic small moleculetherapeuticn/a

    jpo

  • Where should you/can you publish your ChEMBL research?

    Well, we've got to about 125 citations(1) for the main ChEMBL database paper so far, which for a year is a pretty good haul we think. Given this reasonably big number, we thought it would be appropriate to analyse where the use of ChEMBL makes it's way into the published literature - or what is our 'research user community'(2). A simple way to analyse this is to look at papers that cite ChEMBL, grouped by journal. The graph is below - it's a classic log-normal/power law style frequency-class distribution.


    So J Chemical Information & Modelling (JCIM) is about 20% of all citations, and could indicate that the biggest early impact of ChEMBL is in the development of novel methods for compound design - which was one of our hopes for what our work and the ChEMBL data could achieve - better, safer drugs, quicker! Then there's the database community in Nucleic Acids Research (this is quite an unusual journal for comp chemists and modellers, but it is the de facto (and highest profile) place to publish "resource" papers in the life sciences, and it's a completely Open journal (3)) - so the data is being used and integrated elsewhere; then J Med Chem - the premier medicinal chemistry journal, and so on. It is also notable that ChEMBL has contributed centrally to two Nature full Articles this year (covered in earlier posts) - and given how infrequently chemistry makes the pages of the might Nature and Science this is great news for us, and probably good for the entire community with respect to profile and awareness of the field!!

    It's interesting to see the strong trend to JCIM - this probably means that they have a receptive set of reviewers and know how to route stuff to the right people (of course if they then reject 95% of all ChEMBL citing papers that's not such good news).

    So what next - it got us thinking about how we would expect ChEMBL to impact the field/literature long term - it's really really unlikely that papers that use methods and further integrated data and discover drugs will ever cite the ChEMBL NAR paper. But we will try and track the ripples that ChEMBL makes over time......

    A few notes.
    1) Citation data is from Google Scholar. But c'mon google - give us an API.
    2) We know that many people who use ChEMBL are not really interested in publishing, that they are not free to publish their work, or that they don't have the time to publish, alongside all the other junk they have to deal with.
    3) Open, Closed, Gold, Green, Good, Evil, Cow, Horse..... The ChEMBL NAR paper itself (the one that has the 125 citations analysed above) is Open Access, and the entire ChEMBL database team is solely funded by The Wellcome Trust (including my position), so we are under the obligations of their requirements for Open Access publishing. We cannot of course influence where researchers publish use of ChEMBL (and there are many publications that use the ChEMBL data that do not cite our papers :( ), but they will be under their own funders requirements - and remember that not all research is tax-payer (or similar) funded, so not all funders are as motivated to worry about Open Access, especially if it is yet an additional cost. So unfortunately, not all the papers that use ChEMBL are Open Access. But if you can, publish all your research and reviews Open Access - go on, it will make you smile and dogs in the street will like you!

    Update - I've (jpo) done a bit of editing on this post overnight - I rushed it yesterday to catch a train, and thought that some additional context and comment was required.

    jpo and francis