Focused On-demand Libraries - Receptor.AI Collaboration


Explore the Potential with AI-Driven Innovation

The specialised, focused library is developed on demand with the most recent virtual screening and parameter assessment technology, guided by the Receptor.AI drug discovery platform. This approach exceeds the capabilities of traditional methods and offers compounds with higher activity, selectivity, and safety.


We carefully select specific compounds from a vast collection of over 60 billion molecules in virtual chemical space. Reaxense helps in synthesizing and delivering these compounds.


In the library, a selection of top modulators is provided, each marked with 38 ADME-Tox and 32 parameters related to physicochemical properties and drug-likeness. Also, every compound comes with its best docking poses, affinity scores, and activity scores, providing a comprehensive overview.


Our top-notch dedicated system is used to design specialised libraries for enzymes.


 

Fig. 1. The screening workflow of Receptor.AI

The method includes detailed molecular simulations of the catalytic and allosteric binding pockets, along with ensemble virtual screening that considers their conformational flexibility. In the design of modulators, structural changes induced by reaction intermediates are taken into account to enhance activity and selectivity.


Our library stands out due to several important features:


  • The Receptor.AI platform compiles comprehensive data on the target protein, encompassing previous experiments, literature, known ligands, structural details, and more, leading to a higher chance of selecting the most relevant compounds.

  • Advanced molecular simulations on the platform help pinpoint potential binding sites, making the compounds in our focused library ideal for finding allosteric inhibitors and targeting cryptic pockets.

  • Receptor.AI boasts over 50 tailor-made AI models, rigorously tested and proven in various drug discovery projects and research initiatives. They are crafted for efficacy, dependability, and precision, all of which are key in creating our focused libraries.

  • Beyond creating focused libraries, Receptor.AI offers comprehensive services and complete solutions throughout the preclinical drug discovery phase. Our success-based pricing model minimises risk and maximises the mutual benefits of the project's success.


PARTNER
Receptor.AI
 
UPACC
Q8TD43

UPID:
TRPM4_HUMAN

ALTERNATIVE NAMES:
Calcium-activated non-selective cation channel 1; Long transient receptor potential channel 4; Melastatin-4

ALTERNATIVE UPACC:
Q8TD43; A2RU25; Q7Z5D9; Q96L84; Q9NXV1

BACKGROUND:
The protein Transient receptor potential cation channel subfamily M member 4, with aliases Calcium-activated non-selective cation channel 1, Long transient receptor potential channel 4, and Melastatin-4, is integral to cellular signaling and homeostasis. It mediates membrane depolarization through its role as a CAN cation channel, affecting monovalent cation transport. Its significance spans across various cell types, including cardiomyocytes and neurons, and is implicated in processes such as T-cell activation, arterial constriction, and cytokine production.

THERAPEUTIC SIGNIFICANCE:
Given its critical role in Progressive familial heart block 1B and Erythrokeratodermia variabilis et progressiva 6, targeting Transient receptor potential cation channel subfamily M member 4 offers a promising avenue for developing innovative therapeutic strategies for these genetic disorders.

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