A computer system that analyzes chemical waste and proposes ways to make new products from it

A computer system that analyzes chemical waste and proposes ways to make new products from it
Syntheses of COVID-19 intensive care unit medications or their intermediates performed on an automated, modular ODP platform. a–c, Allchemy-designed, waste-to-drug syntheses of key intermediates of cisatracurium (a), and key intermediates of midazolam (b) and propofol (c; last violet arrow is offline decarboxylation). Manufacturing steps of stable hold points and potential purification points in the respective syntheses are depicted. Gray arrows indicate previously known, patented steps starting from waste molecules (red structures). Isolation points are highlighted in green. d, The process skid configured to manufacture the propofol. DCM, dichloromethane; DMF, dimethylformamide, DMAP, 4-dimethylaminopyridine; IPA, isopropyl alcohol; NMP, N-methyl-2-pyrrolidone. Credit: Nature (2022). DOI: 10.1038/s41586-022-04503-9

An international team of researchers has developed a computer system that can analyze a sample of chemical waste and create the routes to synthesize new, useful chemicals. In their paper published in the journal Nature, the group describes the work that went into creating the system and how well it worked when they tested it by synthesizing chemicals from waste samples.

As the researchers note, the chemical industry generates an enormous amount of waste—manufacture of products like pharmaceuticals, cosmetics and fertilizers produces waste products consisting of a large number of molecules. Chemists have long sought what they describe as "circular chemistry"—where the waste created by one process is used as base material to create other products. But as the researchers also note, finding a way to do it is problematic. They point out that even a waste sample with a small number of molecules can generate millions of routes toward the creation of a new product. In this new effort, the researchers used a designed to understand the intricacies of complicated entities based on single samples. The original platform was developed by a team at a company called Alchemy, based in Indiana. It has been used in the past to determine what sorts of signatures could indicate life on other planets.

In this new effort, the researchers worked to add more to the original platform to give it a better understanding of the processes involved in synthesizing new compounds based on a single sample mix of chemicals. They developed a system that was capable of generating the routes required to synthesize approximately 300 drugs currently used in medicine, such as carvedilol and salbutamol, from a with over 200 compounds.

The routes developed by the system are descriptions of the steps to synthesize a given compound. The researchers tested their system by using several of the routes that were generated to synthesize several real-world drugs. They suggest their system could be developed into an industry-wide platform that dramatically reduces the amount of produced by the .

More information: Agnieszka Wołos et al, Computer-designed repurposing of chemical wastes into drugs, Nature (2022). DOI: 10.1038/s41586-022-04503-9

Journal information: Nature

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Citation: A computer system that analyzes chemical waste and proposes ways to make new products from it (2022, April 29) retrieved 26 September 2023 from https://phys.org/news/2022-04-chemical-ways-products.html
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