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Experimental identification of target for Series 3 #561

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holeung opened this issue Mar 2, 2018 · 64 comments
Open

Experimental identification of target for Series 3 #561

holeung opened this issue Mar 2, 2018 · 64 comments

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@holeung
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holeung commented Mar 2, 2018

I received a small grant to support experimental, biochemical testing of potential targets for Series 3 (#549) through partnerships with the wonderful core labs (NMR, mass spectrometry, X-ray crystallography, protein expression) of the University of Kansas.

Current approaches that we discussed include:

  1. Recombinant expression of candidate kinase/kinase-like targets as discussed in Series 3 compounds targeting PKA #549. We would prefer to start with those with published expression protocols and that can be expressed in E. coli. We would test for inhibitor binding by saturation transfer difference NMR. We would start by testing our top 5 candidates.

  2. Screening of inhibitors against fractions of Plasmodium lysate or enriched lysate, preferably from a non-infectious Plasmodium species or sterilized P. falciparum. We would screen by STD NMR, affinity mass spectrometry, or by something like DARTS (https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4442491/). Anyone know of a source of Plasmodium lysate?

  3. Your idea here! Note that target identification is considered difficult and non-routine.

I will keep this sub-project open and under the umbrella and spirit of OSM.

@drc007
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drc007 commented Mar 2, 2018

@holeung Copied from #549
Since the sulphonamide appears to be interacting with Arg268 perhaps the simplest change to try is to replace the sulphonamide with a carboxylic acid?

A related analogue, https://www.ebi.ac.uk/chembl/compound/inspect/CHEMBL3759356 is known. https://doi.org/10.1016/j.ejmech.2015.11.012 may include useful chemistry.

@drc007
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drc007 commented Mar 2, 2018

This paper https://doi.org/10.1046/j.1432-1327.2001.02403.x refers to the H89 cAMP-dependent protein kinase inhibitor blocks Plasmodium falciparum development in infected erythrocytes. H89 (https://www.ebi.ac.uk/chembl/compound/inspect/CHEMBL104264) has been extensively studied and might be worth looking at as an additional chemotype.

@drc007
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drc007 commented Mar 2, 2018

Since this is a kinase target is it worth approaching the ICR (https://www.icr.ac.uk) to see it they have a box of a range of kinase inhibitors that they may be willing to let you test? I'd be happy to make introductions.

@MFernflower
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MFernflower commented Mar 5, 2018

@drc007 @mattodd rather than screen a whole box - why don't we as a group pick-out interesting already on the market kinase inhibitors? I vote we screen some imatinib and ribociclib- could also ship samples of them to Dundee for potency evaluations

@drc007
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drc007 commented Mar 5, 2018

@MFernflower I suspect ICR will have access to most/all published kinase inhibitors, together with a variety of molecules that illustrate the different hinge binding motifs.

@MFernflower
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@drc007 Fair enough - but screening 20+ kinase inhibitors is a pretty massive task

@holeung
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holeung commented Mar 6, 2018

Thanks for the suggestions! Sorry, I may be missing a step here. What is the rationale for screening kinase inhibitors as part of this project? Other groups have already screened some kinase inhibitors against Pf, such as in the Dundee group, Hallyburton (2017), Malar J 16:446, DOI 10.1186/s12936-017-2085-4.

@MFernflower
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MFernflower commented Mar 6, 2018

I think its worth finding out the kinase our s3 drugs hit as opposed to shotgun screening random cancer meds @drc007 @holeung But I did find something interesting: https://clinicaltrials.gov/ct2/show/NCT02614404 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5074466/

Once we find the kinase that we hit - we can using docking to hone molecules to target just that kinase - pretty much cancer drug design but for malaria

@drc007
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drc007 commented Mar 6, 2018

@holeung I thought you were planning to express potential kinase targets? Almost all kinase inhibitors bind to the hinge binding region, so a simple approach would be test representative examples of different hinge binding motifs to select the most active for your candidate kinase.
@MFernflower Kinase screening is a pretty straightforward assay.
@holeung If you plan to use saturation transfer difference NMR then will you be looking for fragments? I could give you a list of known kinase inhibiting fragments that you could try.

@MFernflower
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MFernflower commented Mar 6, 2018 via email

@drc007
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drc007 commented Mar 6, 2018

@MFernflower Several reasons. Expressing a potential kinase target is a considerable amount of effort, if you only test the s3 lead and it is inactive do you then just drop that potential target? Surely better to have a range of different chemotypes that can perhaps identify an inhibitor that can then be used to evaluate against Plasmodium to see if that kinase is a potential useful target.
Even if s3 is active how do you tell that is the mechanism by which it is acting against Plasmodium? again if you have several different chemotypes (both active and inactive) you can then see if you get the same rank order against Plasmodium.

@MFernflower
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MFernflower commented Mar 6, 2018 via email

@drc007
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drc007 commented Mar 6, 2018

@MFernflower How do you find out what the compound binds to in a lysate?

@MFernflower
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MFernflower commented Mar 6, 2018

@holeung perhaps can answer that - that is out of my area of knowledge (lead optimization and synthesis optimization) @drc007

to be brutally honest kinase enzymes in general still confuse me

@mbhebhe
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mbhebhe commented Mar 7, 2018

@holeung , that is fantastic news! More people working on Series 3!
We sent OSM-S-106 to UCSD (Elizabeth Winzeler's lab) last year for MoA studies #524. Hopefully both ways will help us get the solution quickly. I have a few mg of OSM-S-106 left but I could make some more if you need a lot.
@drc007 , the sulfonamide has not been replaced with a carboxylic acid yet. We have replaced with amides and other sulfonamides but not with a carboxylic acid. It looks easy to make, if it works.
image

@mattodd
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mattodd commented Mar 7, 2018

Hi @holeung - it's fantastic that you've secured a grant for this. Congratulations. MoA on Series 3 is super interesting. If the mechanism is new, this molecules is seriously attractive.

ICR for samples to potentially hit the expressed target? Sounds like an excellent idea, particularly if they could (eventually) engage in the relevant conversations here, rather than by email. Very good if you're willing to make intros @drc007

I fully agree that S3 compounds (active and inactive) should be tested alongside other potential inhibitors, since that provides a richer dataset. @MFernflower - adding compounds to lysate works if you've tagged the S3 compounds with something that allows you to fish them out again - usually biotin - a whole extra level of complexity. Here we're being kick-started by @holeung's predictions and those of Vito (#503), giving us rational, specific targets. However, @holeung mentions DARTS, which is a possibility for the lysate idea and which could be interrogated by OSM-S-106 and some negative controls. (By "plasmodium lysate" what do you mean, exactly @holeung - is there a protocol or technical description (I've a pretty good idea of what it means colloquially) that we could circulate to the community?)

However, feeding into this discussion is that the Winzeler lab is currently looking at the Series 3 mechanism of action through the generation of mutants resistant to OSM-S-106 (see #524) as @mbhebhe reminds us above. There are also the MoA-relevant metabolomics data derived from Anubhav Srivastava and Darren Creek, also in #524. These are parallel approaches to those described here, but could strongly inform the selection of specific targets for expression (i.e. bolster approach 1, above). It seems to me that the predictions have given some good, specific targets to look into unless I'm misreading the data.

Synthesis of the carboxylic acid looks like a great target for @mbhebhe and one she already has a plan for, I see above.

Compounds in 10.1016/j.ejmech.2015.11.012 are certainly interesting @drc007. Have we reached out to this group for possible samples - my memory tells me we were thinking of doing that? I'm happy to unless someone else knows them.

@drc007
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drc007 commented Mar 7, 2018

@mattodd @holeung I'm happy to contact ICR and authors of 10.1016/j.ejmech.2015.11.012.

Update
Done.

@mattodd
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mattodd commented Mar 11, 2018

One of the authors of 10.1016/j.ejmech.2015.11.012 has asked by email "How much material is needed and in what form (solid, dissolved etc?)" @holeung I guess it depends what we're doing with them, right? But 2 mg solid form would be enough for most things, I'd imagine?

@MFernflower
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MFernflower commented Mar 11, 2018 via email

@drc007
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drc007 commented Mar 13, 2018

@mattodd Would it worth contacting the authors here ? https://doi.org/10.1371/journal.pone.0181585

@holeung
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holeung commented Mar 17, 2018

Thanks so much for all the ideas and reaching out to other groups. This is a small, one year pilot grant which will hopefully lead to bigger things... exploration of the plasmodium kinome and full structure-based drug design of OSM compounds. I am busy with the paperwork but will be updating my ELNs here on the docking we've done on the full list of essential kinases. We will have limited screening ability (well, we have the ability but probably not the $$$), here but hopefully can share protein with other labs with more HTS abilities.

@holeung holeung closed this as completed Mar 17, 2018
@holeung holeung reopened this Mar 17, 2018
@holeung
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holeung commented Mar 17, 2018

Yes, 2 mg of compounds should be plenty. Can we ask for 5-10 mgs of OSM-S-106?

We haven't been able to find a source of plasmodium lysate so we will have to put those experiments on hold. Lysate would be isolated plasmodium from erythocytes, then broken up in a fancy blender, and then fractionated into membrane and non-membrane associated components.

@mbhebhe
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mbhebhe commented Mar 18, 2018

We can give you 5 mg of OSM-S-106

@drc007
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drc007 commented Mar 20, 2018

@holeung @mattodd I think exploration of the plasmodium kinome could be very fruitful. I'd encourage you to aim big! A collaboration with the efforts to produce a public chemogenomic set for protein kinases (http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0181585) could be a really useful way forward. This could give you chemical starting points for any kinases that you isolate without the need to resort to HTS.

@mattodd
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mattodd commented Mar 21, 2018

Agreed @drc007 - a great team to work with in that paper. In the short term (i.e. here) we need to validate that we are dealing with a kinase inhibitor in OSM-S-106, though, right? Longer term we could request probes of this kind against kinases expressed by @holeung (generating new OSM series) and obviously contribute OSM starting points to any ongoing kinome projects. Did you have something else in mind for now @drc007 ?

@holeung shall we ship OSM-S-106 to you now, or later?

@drc007
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drc007 commented Apr 17, 2018 via email

@PaulWillisMMV
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Bill Zuercher is now at UNC but still distributes the compounds. His contact details are [email protected]

If you are planning an NTD kinase box it may be worth thinking about how groups obtaining new hits could be further supported to optimise these hits to obtain a desired selectivity (particularly over human kinases)

Paul

@holeung
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holeung commented Apr 17, 2018

Yes, we already have the PKIS box in our lab. Thank you! @PaulWillisMMV

@mpollastri
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mpollastri commented Apr 18, 2018 via email

@MFernflower
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MFernflower commented Apr 29, 2018

Do not really know if this is of help to you guys but it seems human TYKI's can kill malaria parasites: https://www.ncbi.nlm.nih.gov/pubmed/26142327
(sorafenib showed good in-vitro kill rates)

@bendndi
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bendndi commented Jun 26, 2018

Hi all,
Just had some free time to pop in and see what was going on in OSM. Thought I'd add in some design ideas based on this putative docking:
image

@drc007
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drc007 commented Jun 26, 2018

Also comments on twitter https://twitter.com/O_S_M/status/1011477937806237696

Aryl sulphonamides are known carbonic anhydrase inhibitors.

@MFernflower
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@bendndi Sorry it's been so long but do you think you could dock the diamino variant of the lead compound eg:

NC=1C2=C(N=C(N1)N)C=C(S2)C=2C=C(C=CC2)S(=O)(=O)N

3- 4 2diaminothieno 3 2-d pyrimidin-6-yl benzenesulfonamide

@MFernflower
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@drc007 Would be neat to screen topamax and acetazolamide against malaria!

@drc007
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drc007 commented Jun 26, 2018

@MFernflower Topamax is a promiscuous drug with some serious adverse effects, I'm not sure it would be a useful starting point.

Acetazolamide could well have been tested since it is most screening collections.

Sulphonamides can cause allergic reactions (https://www.ncbi.nlm.nih.gov/pubmed/17504660) but I don't know enough about the mechanism to say which might be a concern.

@MFernflower
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MFernflower commented Jun 26, 2018 via email

@drc007
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drc007 commented Jun 26, 2018

@MFernflower Indeed, and there are a number of more recent publications suggesting CA as a good target. This together with the extensive availability of known CA inhibitors raises the question what is the stumbling block. @PaulWillisMMV @mattodd is there a particular problem with this approach?

@MFernflower
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MFernflower commented Jun 26, 2018 via email

@mpollastri
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mpollastri commented Jun 26, 2018 via email

@MFernflower
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MFernflower commented Jun 27, 2018

@drc007 @mbhebhe Do you think it would be worth making this just to see how much of a role CA blockade plays in the activity of the S3 drugs? (Possible alongside dorzolamide)

2w22

@drc007
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drc007 commented Jun 27, 2018

Since we don't know activity at CA, and we don't know which (if any) kinase might be involved or the activity, I don't think you would be able to interpret any results.

@drc007
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drc007 commented Jun 27, 2018

Thanks @mpollastri I suspected as much but did not want to skew the discussion.

If selectivity is the primary issue then it needs to be addressed up front. There are plenty of known carbonic anhydrase inhibitors in the literature that could be used in any experiments.

The key experiment would be something along the lines of taking a known CA inhibitor with measured activities at both human and parasite carbonic anhydrase. Then running an in vivo experiment to find the plasma concentrations at trough that are required for complete elimination of the parasite (not ID50). We also need to know the peak plasma concentrations after oral dosing at the efficacious dose.

We can then try to predict the likely inhibition of the human CA that might be seen a peak plasma concentrations and whether this would be an issue. Hopefully we can then calculate what level of selectivity is required in a potential drug. We can then look at whether the level of selectivity is realistic before we commit any chemistry resources.

@drc007
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drc007 commented Jun 27, 2018

Given the above discussion I've been looking at the series 3 compounds.
OSM-S- (IC50 0.2 uM) is a puzzle. According to the structure in the spreadsheet shown below, this does not contain a sulphone. I suspect that this structure is incorrect, can we check?

osm-s

@MFernflower
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MFernflower commented Jun 27, 2018

^^^^ If that structure is accurate and is really able to kill at 200 nanomolar - what on earth could it be targeting? It looks super strange - almost like a ROCK inhibitor
https://en.m.wikipedia.org/wiki/Rho_kinase_inhibitor

@MFernflower
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MFernflower commented Jun 27, 2018

I feel we aught to at some point spin off the suspected CA inhibition to a issue in the s3 repo - things are getting super tangled especially with the s3 hit possibly being promiscuous! @drc007 since you seem more experienced with carbonic anhydrase could you open the issue? (When time permits ofcourse)

@mbhebhe
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mbhebhe commented Jun 28, 2018

Its actually TCMDC-134392. Its a GSK compound and it doesn't have an OSM number. But it does have an activity value of 0.23 uM

@david1597
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It has been assigned OSM-S-590.

@drc007
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drc007 commented Jun 28, 2018

@holeung
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holeung commented Jun 28, 2018

Yes, I would also be interested to know if the Series 3 compounds block carbonic anhydrase.

@drc007
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drc007 commented Jan 22, 2019

I've written a comparison of several bioactivity prediction packages.
https://www.macinchem.org/reviews/bioactivities/bioactivities.php

I included OSM-S-106 as a test compound, unsurprisingly Carbonic Anhydrase inhibition and a variety of kinase targets are flagged.

@MFernflower
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MFernflower commented Jan 22, 2019 via email

@drc007
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drc007 commented Jan 22, 2019

@MFernflower That uses pretty old version of ChEMBL (v16) and I don't think it as been updated since 2103?

@MFernflower
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@drc007 that could explain why it sometimes returns screwy results
PBB2 seems much more reliable

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