Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Grouping Therapeutics into Categories #61

Closed
rando2 opened this issue Mar 25, 2020 · 36 comments · Fixed by #95
Closed

Grouping Therapeutics into Categories #61

rando2 opened this issue Mar 25, 2020 · 36 comments · Fixed by #95
Labels
Discussion Topics we'd love feedback on!

Comments

@rando2
Copy link
Contributor

rando2 commented Mar 25, 2020

There have been some exciting new suggestions for avenues we can explore in the section on therapeutics! (Thanks, @RLordan and @nilswellhausen !)

Initially we had just thought about:

  1. Symptom management, probably largely via pharmaceuticals
  2. Antivirals
  3. Vaccines

But now we have content about nutraceuticals and clonal antibodies as well.

Does anyone have ideas about how to most effectively group these into categories? Is there a hierarchical structure at all, where some of them are more or less similar to others, or do we have 5 distinct categories as the text reflects now?

@rando2 rando2 added the Discussion Topics we'd love feedback on! label Mar 25, 2020
@cgreene
Copy link
Member

cgreene commented Mar 25, 2020

Nutraceuticals feel to me like they would be likely to fall into 1 or 2.

Antibodies... (or, for that matter, serum/plasma from recovered patients) I'm not so sure. Maybe 2? Maybe their own group?

@rando2
Copy link
Contributor Author

rando2 commented Mar 25, 2020

Excellent! Once we have a few categories we feel good about, I might number them to try to help make the flow easier to see. We have so many categories that the header demarcations aren't as helpful as they were when the outline was a bit more barebones!

@nilswellhausen
Copy link
Contributor

I thought about that already too! Neutralizing antibodies can be somewhat antiviral as they block proteins that are important for eg. viral entry. However, vaccines work by inducing an immune response in which neutralizing antibodies are generated. I tried to find if they can be classified as one or the other but did not find any stringent rule for that.

@cgreene
Copy link
Member

cgreene commented Mar 25, 2020

Maybe we should handle antibodies / serum / plasma as their own category. I agree with @nilswellhausen that it's not clear.

@RLordan
Copy link
Collaborator

RLordan commented Mar 25, 2020

I'm not sure if nutraceuticals should get a mention as a seperate category or they should be intermingled to the pre-existing categories. I think a separate section might be appropriate as some do work as antivirals, but others are thought to modulate the activity of the immune system, which is a separate mechanism. The other thing to consider is the negative impact of nutraceuticals and whether or not they even work! There is significant criticism in the literature surrounding vit C and D etc and the use of various elderberry and zinc extracts. This could be something to capture if nutraceuticals was a separate section. Anyone else have thoughts on that. I can provide literature.

@agitter
Copy link
Collaborator

agitter commented Mar 26, 2020

The other thing to consider is the negative impact of nutraceuticals and whether or not they even work!

This is far outside my expertise, but this line caught my eye. If we do include nutraceuticals, let's be sure to be objective and thoughtful about the published and pre-printed work if there are concerns about their efficacy.

@Jeff-Field
Copy link
Collaborator

We should have subcategories of Therapuetics.
Antivirals:
1 viral protein targeted drugs (eg protease, polymerase, anti-spike antibodies)
2 Host protein targeted drugs (eg. Ace2)
3 Non-targeted drugs (eg. hydroxychloroquine)

@RLordan
Copy link
Collaborator

RLordan commented Mar 26, 2020

@agitter I am currently writing a bit on this and it will be critical but very fair to the nutraceutical literature. I will be happy for others to appraise and contribute. The thing about nutraceuticals is that the FDA is hazy about their use generally, but people believe in 'natural' products. Take one look at the supplement sections in shops last week and any elderberry, zinc, and vit C supplements were sold out. I think the efficacy and potential mechanisms of nutraceuticals is an important discussion to have for sure.

@nilswellhausen
Copy link
Contributor

I was thinking about a structure for this section and I would like to hear your opinion on this:

What if we separate broadly into small molecule drugs and biologicals?

Small Molecule drugs:

  1. Viral protein targeted drugs (nucleoside analogs, protease inhibitors, s protein targeted drugs)
  2. Host protein targeted drugs (ACE2 etc)
  3. Non-targeted drugs (This includes nutraceuticals and Hydroxychloroquine)

Biologics

  1. Antibodies (Neutralizing Antibodies as well as things like IL-6 blocking antibodies like tocillizumab)
  2. Vaccines (DNA, (m)RNA, Protein, Virus Particles)

@rando2
Copy link
Contributor Author

rando2 commented Mar 27, 2020

@nilswellhausen I really like your suggestion -- this reads very intuitively to me! What do others think?

@RLordan
Copy link
Collaborator

RLordan commented Mar 27, 2020

I'm on board with that, it makes sense

@nilswellhausen
Copy link
Contributor

I have my issues with the word "non-targeted" though as every drug has some sort of target. Is there a more suitable name you can think of for the drugs that do not target virus or virus related host structures directly?

@RLordan
Copy link
Collaborator

RLordan commented Mar 27, 2020

I was going to suggest non-specific but that also has connotations to it... miscellaneous or something to that effect?

@cgreene
Copy link
Member

cgreene commented Mar 27, 2020

Does polypharmacological drugs work for those? Granted everything has some amount of polypharmacology to it (especially at high concentrations).

@RLordan
Copy link
Collaborator

RLordan commented Mar 27, 2020

True, that might work actually

@nilswellhausen
Copy link
Contributor

Yeah that or Broad-spectrum pharmaceuticals

@nilswellhausen
Copy link
Contributor

I created a PR with the changes in structure

@rando2
Copy link
Contributor Author

rando2 commented Mar 27, 2020

@RLordan would you be able to give @nilswellhausen feedback on #95 ? I'm putting together a tutorial on how to give in-line feedback like the trivial suggestion I left, I will let you both know as soon as I have it ready!

@rando2 rando2 linked a pull request Mar 27, 2020 that will close this issue
@SiminaB
Copy link
Collaborator

SiminaB commented May 12, 2020

I missed this discussion and had written up some notes regarding classification of therapies. Does this makes sense? https://www.evernote.com/l/AZWKg3dA9tNO-Jg-sp2zKRgrIOZYDbWQOu4/

So for instance, broad-spectrum pharmaceuticals are all used for treatment and symptom reduction, not as antivirals, correct? (since they have a more systemic vs targeted mechanism)

I wonder if we truly have 2 systems of classification types of therapies and role in combating disease or if they actually perfectly overlap. If they don't perfectly overlap, it may be worth having a matrix showing what therapies are in each.

@SiminaB SiminaB reopened this May 12, 2020
@nilswellhausen
Copy link
Contributor

I think one way or the other is fine. I personally don't like the broad distinction between targeting the host vs the virus because of the overlap. For example, nucleoside analogs are considered antivirals for a good reason but they obviously target host proteins. Antibodies can target the virus envelope directly or you can have antibodies like tocilizumab that block the IL6R systemically to reduce symptoms. There is so much uncertainty about how these drugs actually work in the context of COVID-19 that I think it is really difficult to classify drugs based on their mode of action but rather on their basic properties (Biologicals vs Small Molecule).

@SiminaB
Copy link
Collaborator

SiminaB commented May 12, 2020

Got it @nilswellhausen! I agree that mechanism can be especially hard. I'll take a stab at a PR with some changes tonight or tomorrow.

@SiminaB
Copy link
Collaborator

SiminaB commented May 13, 2020

Should we have vaccines under "therapeutics" or in a separate section?

@RLordan
Copy link
Collaborator

RLordan commented May 13, 2020

I think one way or the other is fine. I personally don't like the broad distinction between targeting the host vs the virus because of the overlap. For example, nucleoside analogs are considered antivirals for a good reason but they obviously target host proteins. Antibodies can target the virus envelope directly or you can have antibodies like tocilizumab that block the IL6R systemically to reduce symptoms. There is so much uncertainty about how these drugs actually work in the context of COVID-19 that I think it is really difficult to classify drugs based on their mode of action but rather on their basic properties (Biologicals vs Small Molecule).

I agree with that summation @nilswellhausen, there is a lot yet to be determined for these therapeutics. Indeed, one aspect of all this that has not been considered much is the pleiotropic effects that might be observed from various therapeutics in the setting of COVID infection. I think mode of action is probably too specific at this stage? Anyone else want to chime in?

@RLordan
Copy link
Collaborator

RLordan commented May 13, 2020

Should we have vaccines under "therapeutics" or in a separate section?

That's a good question, what do you think @rando2 @nilswellhausen ? Technically a therapeutic vaccine is administered after infection. Should the overall section be called 'Therapeutics and Pharmaceuticals' or 'Prophylactics and Therapeutics' .... because some of the nutraceuticals may also work prophylactically rather than therapeutically.

@rando2
Copy link
Contributor Author

rando2 commented May 13, 2020

@RLordan, I agree, it does seem like we are also discussing prophylactics and might want to re-evaluate the header! There does seem to be quite a bit of conflation of the two ideas in the popular press (e.g., people taking HCQ as a prophylactic) so it would probably be wise to define which treatments might be prophylactic! If we changed the heading, do you think we would we need to do any additional reorganization?

@SiminaB
Copy link
Collaborator

SiminaB commented May 13, 2020

So change the header to "Therapeutics and Prophylactics?" I can include that in the PR I'm working on.

@RLordan
Copy link
Collaborator

RLordan commented May 13, 2020

@RLordan, I agree, it does seem like we are also discussing prophylactics and might want to re-evaluate the header! There does seem to be quite a bit of conflation of the two ideas in the popular press (e.g., people taking HCQ as a prophylactic) so it would probably be wise to define which treatments might be prophylactic! If we changed the heading, do you think we would we need to do any additional reorganization?

Hey @rando2 , I don't think we would need to change any of the subheadings after that. The text accompanying the potential treatments seems to identify the therapeutics from the prophylactics on its own. What do you think @SiminaB ?

@SiminaB
Copy link
Collaborator

SiminaB commented May 13, 2020

I was gonna make some small subheading changes based on the classification I had above.

@rando2
Copy link
Contributor Author

rando2 commented May 13, 2020

@SiminaB that sounds good to me!

@SiminaB
Copy link
Collaborator

SiminaB commented May 13, 2020

I guess my classification was the same as @nilswellhausen's... Gotta work on my reading comprehension :) But right now the headings are a bit different from that. I will incorporate some of the discussion here as well into the text.

@SiminaB
Copy link
Collaborator

SiminaB commented May 13, 2020

Can someone explain the difference between monoclonal antibodies (mAbs) and neutralizing antibodies (nAbs)? Is one a subset of the other?

@nilswellhausen
Copy link
Contributor

Neutralizing antibodies are often not monoclonal but rather polyclonal. As the name suggests, they neutralize their target by binding to a structure that prevents that the target can bind to its natural ligand. Monoclonal antibodies can have functions beyond neutralizing. They are both a subset of antibodies but I wouldn't say that one is a subset of the other and vice versa.

@SiminaB
Copy link
Collaborator

SiminaB commented May 13, 2020

Thank you! I won't have a separate sub-category for each in that case.

@SiminaB
Copy link
Collaborator

SiminaB commented May 13, 2020

The "neutralizing antibodies" subsection right now seems to confuse nAbs and mAbs a bit. I may also not be reading it properly since I'm not an immunologist or virologist.

@SiminaB
Copy link
Collaborator

SiminaB commented May 13, 2020

Alright, just made the PR. I ended up changing some of the subsections (Anticipated Mechanism, Current Evidence, Summary) to just bold font at the beginning of the paragraph, as we were running out of subsections in some cases :-) (and to keep consistency.) @rando2 and others - let me know if this doesn't make sense. We may also consider numbering some of the subsections for the purpose of making it easier to keep track of things.

@rando2
Copy link
Contributor Author

rando2 commented May 14, 2020

@SiminaB, we looked at numbering but it was too much to try to maintain. However, numbers are now automatically generated in the manuscript text! (#207)

@rando2 rando2 closed this as completed Sep 2, 2020
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
Discussion Topics we'd love feedback on!
Projects
None yet
Development

Successfully merging a pull request may close this issue.

7 participants