New AI tool may help tackle novel coronavirus mutations

WASHINGTON: Scientists have developed a new method to counter emerging mutations of the novel coronavirus by using an artificial intelligence (AI) based tool which could quickly help develop new vaccines and zero in on the best potential preventives.

The method, described in the journal Scientific Reports on Friday, is easily adaptable to analyse potential mutations of the virus, ensuring the best possible vaccines are quickly identified.

The machine-learning model can accomplish vaccine design cycles that once took months or years in a matter of seconds and minutes, according to the researchers from the University of Southern California (USC) in the US.

“This AI framework, applied to the specifics of this virus, can provide vaccine candidates within seconds and move them to clinical trials quickly to achieve preventive medical therapies without compromising safety,” said Paul Bogdan, associate professor at USC.

“Moreover, this can be adapted to help us stay ahead of the coronavirus as it mutates around the world,” said Bogdon, the corresponding author of the study.

When applied to SARS-CoV2, the virus that causes COVID-19, the computer model quickly eliminated 95 per cent of the compounds that could have possibly treated the pathogen and pinpointed the best options.

The AI-assisted method predicted 26 potential vaccines that would work against the coronavirus.

From those, the scientists identified the best 11 from which to construct a multiepitope vaccine, which can attack the spike proteins that the coronavirus uses to bind and penetrate a host cell.

Vaccines target the region — or epitope — of the contagion to disrupt the spike protein, neutralising the ability of the virus to replicate.

Using the method, engineers can construct a new multi-epitope vaccine for a new virus in less than a minute and validate its quality within an hour.

By contrast, current processes to control the virus require growing the pathogen in the lab, deactivating it and injecting the virus that caused a disease.