Monday, June 6, 2011

Drug Discovery Science

Quick Review of Human Biology
Here are Brooke and Charlie. When we see them, we think of them as people - one whole unit.




However if you cut them open (sorry Charlie), you would find each is made of parts, called organs.



Each organ, though, is made up of millions of specialized cells.
For example, here is a healthy liver. It is important for removing toxins from your body.




However, it is really made of lots of cells. These cell are arranged in such a way that, together, they function as one organ.


Each cell, although it is really small, is very complex and is made of many different parts

Fundamental to all cells is the reliance on proteins for survival. These proteins are like tiny machines inside of the cell, each with a very specific task.






A drug works by targeting one (or more) of these proteins.
By binding to a protein, a drug can alter the function of the protein...
which then changes the way the cell acts...
causing the organ to behave differently...
and, finally, curing a disease and changing the way you feel as a person.

HIV Protease
As an example, let check out a protein that helps an HIV virus infect a cell.
HIV protease works by chopping big proteins into smaller proteins. These smaller proteins then are used to make new viruses



The large protein is fed through the hole in the protein, like a thread through a needle.
If you can find a drug that fits inside of the hole, you can block proteins from being fed through.

This would prevent the small proteins from being released, and thus would keep the virus from replicating.



This is Tipranavir, a drug that plugs that hole and is used to treat HIV infections.
But this drawing is not how the drug actually looks in the cell. Instead of being 2 dimensional, the drug assumes a 3D shape like this.



Looking at Tipranavir with HIV protease demonstrates how the drug binds.

The volume of Tipranavir fits well into the hole of the protein. This allows it to block the entrance of proteins into HIV protease.





Volume is important to binding. If a drug and a protein are trying to occupy the same point in space, they will clash. This clash disrupts binding, and decreases the effect of the drug.
However, there is more to it than just fitting into the hole (binding site).
The drug will also make specific interactions with the proteins.
These interactions come in a few varieties, and include:
Hydrogen Bonds Between -OH and =O, -NH and =O, or -NH and -OH
Electrostatic Interactions Between positive and negative charges
Greasy Interactions Between non-polar areas on both the protein and drug
Cation-Pi Interactions Between a positive charge and an aromatic ring.

To see this, lets look at the Tipranavir binding site again, but zoom in to have a closer look.



Now, we add in some of the protein’s atoms as well.

We can then draw in some of the hydrogen bonds being made by this drug.




Lets also check out some of the greasy interactions between the drug and the protein.
Here is a part of the hole in HIV protease, we will call a pocket.



It is made mainly of non-polar atoms.
A drug that could fit non-polar atoms in this pocket would improve its binding by increasing greasy interactions


Here is Tipranavir, with its volume outlined with a mesh. Greasy atoms here fit well into this pocket.



Additionally, the positive charge on the protein here can make a cation-pi interaction with the aromatic ring on the drug.

So, as is the case in Tipranavir binding to HIV protease, drugs bind to proteins when:
1) The drug’s volume compliments pockets in the protein at the binding site.
2) The drug has chemical groups that can be aligned in the binding site to form good interactions with the protein atoms.

Disclaimer - this is a simplification of the actual situation, but serves our purposes sufficiently.




Drug Discovery

Given the information in the two previous sections, we propose the following statement:
Molecules that have a similar shape and arrangement of chemical groups to a drug could bind to a protein in a similar way, and thus have a similar effect when treating a disease.
If this is true, then we don’t even need to know what the protein looks like in order to come up with new potential drugs.
This is a good thing, because determining the structure of a protein is a difficult thing.


Lets see how this is done.

We first take a molecule we know to have a desired effect, like a drug, and we create a a 3D representation of it.



Using a computer, we can calculate the volume of the drug.



We also make 3D representations, and calculate the volumes for, of a bunch of test molecules. Here is one, where the volume is shown in blue mesh.





You then overlay the two structures, trying to match the shapes of the molecules as much as possible. Here, we have overlaid Tipranavir with the compound shown in the previously.




Although they don’t match perfectly, the shapes are fairly similar.


You can also look at the structures of the two molecules to identify places where they have similar chemical groups



For example, the two molecules both have greasy, non-polar groups.
Also, the two molecules share hydrogen bonding groups.
So, you might guess this new molecule can bind in the same way to the same protein (HIV Protease)....


...and you would be right.
Here is the molecule we matched to Tipranavir bound to HIV protease



The process just described is called Ligand-Based Drug Discovery. Now, its your turn!



Wednesday, May 25, 2011

Alignment Tips

Aligning the Molecules
When playing DrgDscvry you are shown two molecules, the Query Molecule (the thin black molecule) and the Match Molecule (the thicker grey molecule). The Query Molecule's shape was determined using crystallography, which is a method to determine a molecule's shape.  However the lab has not tested the Match Molecule, and we do not know it's exact orientation.

For this reason you are able to rotate, translate, and contort the Match Molecule.

The easiest way to do this aligning the molecules by pressing the  Go button in the upper right. 

The Match Molecule will automatically move and rotate it's bonds to try to mimic the Query Molecule. To stop the alignment press the  Freeze  button in the upper right. 


Rubber Bands
Note: Pressing  Go will not necessarily return the best alignment.

Thus players can move the molecules around themselves by using rubber bands. Here are the steps to add a rubber band.

1) Hold your finger down on the screen, a magnifying scope will appear.


2) Drag your finger on top of an atom to put the atom in your scopes. The atom will grow larger. 

3) Hover over the atom until your magnifying scope turns yellow. You have now attached one end of the rubber band.

4) Drag your magnifying scope to another atom. The rubber band will automatically attach. Those two atoms will now be pulled towards each other. Once they have been pulled together the rubber bands will automatically disappear.

Note: The rubber bands will not move the molecule until you press the  Go  button.

Undo/Redo
If you have misplaced a rubber band, the quickest way to remove it is by pressin the Undo button pictured below.

Multiple Rubber Bands
To contort the Match Molecule you will need to add multiple rubber bands. The easiest way to do this is first holding the alignment by pressing the  Freeze  button (if it is not already pressed). Then add as many rubber bands as you want. Then press the  Go  button.






Tuesday, May 24, 2011

Stream Help

Communicating your insights to other citizen scientist is incredibly important for scientific discovery. In DrugDiscovery players communicate using Twitter. All tweets that mention @DrgDscvry appear in game in the @DrgDscvry Stream:

Note: All tweets from the game are pre-populated to be tweeted at @DrgDscvry and thus will not spam your followers twitter streams.


Twitter is integrated into the game in two amazing ways:
  1. Pressing a tweet with a molecule hashtag, such as #CA0001, will load that molecule into the game.
  2. Pressing a tweet with a tiny url such as http://t.co/Fey99B! downloads an alignment that another player uploaded.
Twitter Details
By pressing on the blue indicator button, you will see the Tweet Details page.

  1. There you can reply to the tweet.
  2. Award the sender Insight Points (by tweeting @ them #DrgPoints)
  3. View the Molecule


Mission Help

Every week a new mission will be posted to the Mission Blog Page.

On the mission tab in the app you can:
  1. Open up the Mission Blog Page
  2. See Mission tweets that summarize the current mission.
  3. Load any two molecules into the game by clicking on "Molecule Databases"


Molecule Databases
When you click on Molecule Databases you can load any Query and Match molecules into the game.

First select a molecule database.

Then select the specific molecule that you would like.

Then repeat the process for the Match molecule. 




Profile Help

Leaderboard
High Schoolers
1. @myelbows - 570

Elementary Schoolers
1. @alimpaecher - 270

"Tweet Stats" to get aded to the Leaderboard!


Point Types
There are four types of points in DrugDiscovery:
  1. Experience Points
    • You earn experience points for everything you do on the site. Experience points help you level up!
  2. Voting Points
    • You earn these by playing the voting game.
  3. Tweeting Points
    • You earn these by tweeting your insights.
  4. Insight Points
    • Other players award you insight points for insightful tweets.

Voting Game Help

This post explains how to play the Voting game in DrugDiscovery.

Basic Gameplay
  1. Choose Query Molecule and a Match Molecule.
  2. Vote on whether you believe the two molecules are chemically similar.
  3. Tweet your insights!
GamePlay Details


In the voting game you will be comparing two molecules:
1) Query Molecule: The thinner black molecule has been shown in lab studies to influence diseases (such as Alzheimer's and Cancer). It does this by binding with proteins, which either activates or inhibits the proteins. These Query Molecules, however, cannot be used because they are toxic.

2) Match Molecule: The thicker gray molecule, unlike the Query Molecule, is non-toxic. Thus if it has a similar chemical make-up as the Query Molecule, it may be a cure for a disease.

If you think the Match Molecule has a similar chemical makeup press the Checkmark, otherwise press the  .


Starting the Game
To start the game press on the "Voting Game" tab. There you will see eight toxic Query Molecules. Select one.



You will then be presented with around 30 possible Match Molecules. Select one to begin the game.


Once you are in the game press the info button in the lower right to have the option to return back to the menu:
Info Button
Lab Tested
In the voting game, we have actually tested the Match Molecules in the lab and know whether they bind with the same protein as the Query Molecule. Thus we can provide instant feedback on whether your vote was correct.



One frequently asked question is: "How do I know what to vote for? What makes two molecules chemically similar?"

The answer to this is not entirely understood, and that's why we created the "Voting Game"! If you begin to see a pattern of what binds and what doesn't bind, tweet your insight!

Alignment
In the voting game we know the shape of the Query Molecule. The 3D structure it has in the game is the shape it takes when binding with a protein.

Alternatively the Match Molecule's shape is not set. You can rotate, translate, and contort it. This will give you insight into whether the two molecules have a similar chemical structure. The Match Molecule will naturally try to find the best alignment, however you can guide it using rubber bands.

To learn how to best align two molecules read the Alignment Tips post.