openmolecules.org Forum: Cheminformatics » Similarity Analysis query

Home » DataWarrior » Cheminformatics » Similarity Analysis query (Interpreting the similarity plot)

Show: Today's Messages :: Polls :: Message Navigator

Tue, 20 August 2024 12:19

sansun
Messages: 49
Registered: April 2019

Member

Hi Thomas,

I have created a similarity chart using Similarity Analysis/Activity Cliff. With no activity data, I have created only the similarity chart (attached). I have two questions regarding the interpretation.

/forum/index.php?t=getfile&id=878&private=0

/forum/index.php?t=getfile&id=878&private=0

1) After reading the original paper I understand that molecules with >80% similarity (w.r.t. to the chosen descriptor) show connection lines. Is this a correct interpretation? I have manually checked some of the connected compounds and have not seen any that display similarity lower than 80% to each other.

2) Can it be said that molecules not connected to any other and occupy space towards the edge (e.g. red square) are unique since they do not have close neighbours? This is based on the following sentence in the original paper.

"Therefore, an individual compound, when being dragged toward the mean location of its neighbors, is often dragged toward the center"

However, the next sentence also says that a remedy is included in the algorithm to avoid crowding at the center. Therefore, I am little confused about the second interpretation.

Sorry, for the long message.
Thank you

Attachment: similarity map.png
(Size: 1.37MB, Downloaded 154 times)

Report message to a moderator

Thu, 29 August 2024 20:37

thomas
Messages: 715
Registered: June 2014

Senior Member

Hi Sansun,

1) The cutoff similarity limit for connection lines is at least 80%, but it is dynamically increased depending on the number of highly similar pairs. If most molecules are considered similar to most of the others, the algorithm cannot work.

2) It is true that molecules not connected to any other molecules tend to be more often close to the edge, because they are not drawn to the center. Since the center density is much higher at the end of the attraction phase, a correction is applied that moves all molecules towards the edge to achieve a similar density at all areas.

Hope this explains it...

Thomas

Report message to a moderator

Previous Topic:

Create a macro to split a .dwar file into multiple .dwar files

Goto Forum:

-=] Back to Top [=-

[ Syndicate this forum (XML) ] [

] [

]

Current Time: Thu Nov 21 10:47:48 CET 2024

Total time taken to generate the page: 0.03155 seconds