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Home AI in Education

University-Led Research Explores RNA-Based Data Storage

AiNEWS2025 by AiNEWS2025
2024-12-11
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University-Led Research Explores RNA-Based Data Storage
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RNA Information Storage Gives Benefits Over DNA

Whereas DNA knowledge storage scores huge factors for its longevity (DNA can final hundreds of years when saved appropriately) and for zero energy consumption, it’s nonetheless extremely value prohibitive, and studying that knowledge is a gradual course of. However storing knowledge in RNA, because of variations within the molecule’s make-up in contrast with DNA, has the potential to be inexpensive and far quicker.

What makes data storage with artificial DNA costly is the price of every cycle required so as to add symbols (A, T, G, C). Since a DNA image may be encoded with solely 2 bits of binary knowledge, storing extra knowledge requires extra cycles, which provides to the associated fee. That is the place RNA could supply a greater resolution.

This analysis is being completed on the college stage, led by Olgica Milenkovic, a professor on the University of Illinois Urbana-Champaign and co-founder and co-director of the varsity’s Heart for Synthetic Intelligence and Modeling on the Carl R. Woese Institute for Genomic Biology.

“DNA has only a few symbols to supply as a result of chemical modifications with DNA are quite restricted — methylated Cs, methylated As — so your alphabet with DNA can’t be very giant if you happen to want to scale back the variety of cycles. However if you happen to change to RNA, you could have numerous naturally occurring modifications within the RNA alphabet,” she says.

For instance, if each A in RNA has 50 modifications, then as an alternative of getting simply 4 symbols to hold bits of knowledge, there are roughly 200 symbols to work with, Milenkovic explains.

RELATED: What are all these AI tools going to do to higher ed IT infrastructure?

RNA-Encoded Information Gives Challenges and Alternatives

There’s a catch: It’s these very benefits of RNA over DNA that pose a problem. Milenkovic says that RNA possesses a “a lot, a lot bigger alphabet, and these modifications exist in nature, so if you’ll find strategies to synthesize such modified RNA, it has a number of area purposes,” together with drug design and agriculture. “The issue is, RNA synthesis is way more difficult than DNA due to all of the chemical modifications.”

The opposite huge problem that continues to be is easy methods to learn this RNA-encoded knowledge. All of which means that the precise utility of RNA in knowledge storage “would possibly take some time,” says Milenkovic, who factors to a scarcity of funding in RNA sciences in contrast with that in DNA sciences.

Universities are hubs for this type of groundbreaking research, and whereas DNA- or RNA-encoded knowledge might not be a chance for establishments within the close to future, developments on this analysis might result in knowledge heart breakthroughs that have an effect on increased schooling. In accordance with Milenkovic, “individuals are making an attempt to actually push for establishing a nationwide initiative for RNA. It’s a work in progress, and everybody within the space is worked up about it.”

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