Focused On-demand Library for Proline dehydrogenase 1, mitochondrial

Focused On-demand Libraries - Reaxense Collaboration

Explore the Potential with AI-Driven Innovation

Our detailed focused library is generated on demand with advanced virtual screening and parameter assessment technology powered by the Receptor.AI drug discovery platform. This method surpasses traditional approaches, delivering compounds of better quality with enhanced activity, selectivity, and safety.

The compounds are cherry-picked from the vast virtual chemical space of over 60B molecules. The synthesis and delivery of compounds is facilitated by our partner Reaxense.

The library features a range of promising modulators, each detailed with 38 ADME-Tox and 32 physicochemical and drug-likeness parameters. Plus, each compound is presented with its ideal docking poses, affinity scores, and activity scores, ensuring a thorough insight.

We utilise our cutting-edge, exclusive workflow to develop focused libraries for enzymes.

Fig. 1. The sreening workflow of Receptor.AI

It includes in-depth molecular simulations of both the catalytic and allosteric binding pockets, with ensemble virtual screening focusing on their conformational flexibility. For modulators, the process includes considering the structural shifts due to reaction intermediates to boost activity and selectivity.

Our library distinguishes itself through several key aspects:

The Receptor.AI platform integrates all available data about the target protein, including past experiments, literature data, known ligands, structural information and more. This consolidated approach maximises the probability of prioritising highly relevant compounds.
The platform uses sophisticated molecular simulations to identify possible binding sites so that the compounds in the focused library are suitable for discovering allosteric inhibitors and the binders for cryptic pockets.
The platform integrates over 50 highly customisable AI models, which are thoroughly tested and validated on a multitude of commercial drug discovery programs and research projects. It is designed to be efficient, reliable and accurate. All this power is utilised when producing the focused libraries.
In addition to producing the focused libraries, Receptor.AI provides services and end-to-end solutions at every stage of preclinical drug discovery. The pricing model is success-based, which reduces your risks and leverages the mutual benefits of the project's success.

partner

Reaxense

upacc

O43272

UPID:

PROD_HUMAN

Alternative names:

Proline oxidase; Proline oxidase 2; p53-induced gene 6 protein

Alternative UPACC:

O43272; A6NF53; O14680; Q0P507; Q147W8; Q504W1; Q59FI8; Q6NV86; Q9UF13

Background:

Proline dehydrogenase 1, mitochondrial, also known as Proline oxidase, plays a crucial role in the metabolism of proline, converting it to delta-1-pyrroline-5-carboxylate. This enzyme, identified by the accession number O43272, is pivotal in cellular processes, with alternative names including Proline oxidase 2 and p53-induced gene 6 protein.

Therapeutic significance:

The enzyme's dysfunction is linked to Hyperprolinemia 1, a condition characterized by elevated proline levels, potentially leading to neurological issues and an association with schizophrenia. Understanding the role of Proline dehydrogenase 1 could open doors to potential therapeutic strategies for these conditions.