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  3. DNA cassette tapes could solve global data storage problems

DNA cassette tapes could solve global data storage problems

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  • DominoD Domino
    This post did not contain any content.
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    DNA cassette tapes could solve global data storage problems

    Our increasingly digitized world has a data storage problem. Hard drives and other storage media are reaching their limits, and we are creating data faster than we can store it. Fortunately, we don't have to look too far ...

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    (techxplore.com)

    SalamanderS This user is from outside of this forum
    SalamanderS This user is from outside of this forum
    Salamander
    wrote on last edited by sal@mander.xyz
    #2

    Very cool!

    DominoD 1 Reply Last reply
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    • SalamanderS Salamander

      Very cool!

      DominoD This user is from outside of this forum
      DominoD This user is from outside of this forum
      Domino
      wrote on last edited by
      #3

      I’m sure the data/space savings are great, but for me it’s the ‘cool’ factor of mixing blood and machines, although it sounds very dystopian when I word it like that.

      C 1 Reply Last reply
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      • DominoD Domino
        This post did not contain any content.
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        DNA cassette tapes could solve global data storage problems

        Our increasingly digitized world has a data storage problem. Hard drives and other storage media are reaching their limits, and we are creating data faster than we can store it. Fortunately, we don't have to look too far ...

        favicon

        (techxplore.com)

        F This user is from outside of this forum
        F This user is from outside of this forum
        floofloof@lemmy.ca
        wrote on last edited by floofloof@lemmy.ca
        #4

        Is this how we get the first computer virus that can jump species into humans? Imagine humanity being taken down because some kid’s college essay, when DNA-encoded, happened to be deadly. That’s how you put the plague in plagiarism.

        O 1 Reply Last reply
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        • F floofloof@lemmy.ca

          Is this how we get the first computer virus that can jump species into humans? Imagine humanity being taken down because some kid’s college essay, when DNA-encoded, happened to be deadly. That’s how you put the plague in plagiarism.

          O This user is from outside of this forum
          O This user is from outside of this forum
          onomatopoeia@lemmy.cafe
          wrote on last edited by
          #5

          That’s how you put the plague in plagiarism.

          Fine, dammit, take your upvote! Haha

          C 1 Reply Last reply
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          • DominoD Domino
            This post did not contain any content.
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            DNA cassette tapes could solve global data storage problems

            Our increasingly digitized world has a data storage problem. Hard drives and other storage media are reaching their limits, and we are creating data faster than we can store it. Fortunately, we don't have to look too far ...

            favicon

            (techxplore.com)

            Lvxferre [he/him]L This user is from outside of this forum
            Lvxferre [he/him]L This user is from outside of this forum
            Lvxferre [he/him]
            wrote on last edited by
            #6

            That’s amazing.

            And it doesn’t even need to stop there. Sure, DNA is a convenient starting point - we have enzymes to read and write it, plus it’s a well-studied macromolecule. But that info doesn’t need to be encoded the exact same way biological beings do (a string of phosphate and sugar with pyrimidine and purine-based molecules attached to it). We could do something weird, like

            That’s just an example using silicone, mind you. I think you guys get the idea - to use the biological molecules as inspiration, but not force ourselves to do things exactly like nature does.

            I know, easier said than done, but think on the benefits of this approach:

            • no risk of interference in biological organisms, like @floofloof@lemmy.ca highlighted
            • no risk of biological organisms interfering with it
            • you can tweak information density, error, even longevity
            SalamanderS 1 Reply Last reply
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            • Lvxferre [he/him]L Lvxferre [he/him]

              That’s amazing.

              And it doesn’t even need to stop there. Sure, DNA is a convenient starting point - we have enzymes to read and write it, plus it’s a well-studied macromolecule. But that info doesn’t need to be encoded the exact same way biological beings do (a string of phosphate and sugar with pyrimidine and purine-based molecules attached to it). We could do something weird, like

              That’s just an example using silicone, mind you. I think you guys get the idea - to use the biological molecules as inspiration, but not force ourselves to do things exactly like nature does.

              I know, easier said than done, but think on the benefits of this approach:

              • no risk of interference in biological organisms, like @floofloof@lemmy.ca highlighted
              • no risk of biological organisms interfering with it
              • you can tweak information density, error, even longevity
              SalamanderS This user is from outside of this forum
              SalamanderS This user is from outside of this forum
              Salamander
              wrote on last edited by
              #7

              The R2S=O case is closer to a trigonal planar geometry, the other silicon is tetrahedral. The silicon-silicon distances for different pairs of adjacent molecule types will be different. In a very very rough forcefield optimization I see about 3% difference. I don’t think this one will work out structurally because the chains will become unable to pair after a short length as the chain will not have the flexibility to create the O–H bond without adding too much strain.

              But, that’s just one thing. You then need to consider how to actually selectively place/remove the hydrogen atoms, how to avoid the molecule from chemically reacting, and how to read out the data.

              So, yes, eventually it would be nice to have a fully orthogonal system. There are already several synthetic DNA base pairs that can be used instead of the naturally present bases. But these would still be susceptible to DNAses or RNAses.

              The way I see it is that the chemistry of living things is currently centuries ahead of human tech. A large portion of the techniques used in biochemistry rely on using living things to produce the components, and then we purify those components and use them. It makes a lot of sense to make use of that toolkit because the amount of challenges that need to be solved to create this system from scratch is massive.

              Your proposal of your silicon chain reminds of the Ferroelectric RAM, where the state is encoded by the polarity of a cell that is changed by moving a zirconium or titanium cation:

              This does work, but it works because the crystal is contained within a semiconductor scaffold, and this is something that we do have a good handle on.

              Lvxferre [he/him]L 1 Reply Last reply
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              • SalamanderS Salamander

                The R2S=O case is closer to a trigonal planar geometry, the other silicon is tetrahedral. The silicon-silicon distances for different pairs of adjacent molecule types will be different. In a very very rough forcefield optimization I see about 3% difference. I don’t think this one will work out structurally because the chains will become unable to pair after a short length as the chain will not have the flexibility to create the O–H bond without adding too much strain.

                But, that’s just one thing. You then need to consider how to actually selectively place/remove the hydrogen atoms, how to avoid the molecule from chemically reacting, and how to read out the data.

                So, yes, eventually it would be nice to have a fully orthogonal system. There are already several synthetic DNA base pairs that can be used instead of the naturally present bases. But these would still be susceptible to DNAses or RNAses.

                The way I see it is that the chemistry of living things is currently centuries ahead of human tech. A large portion of the techniques used in biochemistry rely on using living things to produce the components, and then we purify those components and use them. It makes a lot of sense to make use of that toolkit because the amount of challenges that need to be solved to create this system from scratch is massive.

                Your proposal of your silicon chain reminds of the Ferroelectric RAM, where the state is encoded by the polarity of a cell that is changed by moving a zirconium or titanium cation:

                This does work, but it works because the crystal is contained within a semiconductor scaffold, and this is something that we do have a good handle on.

                Lvxferre [he/him]L This user is from outside of this forum
                Lvxferre [he/him]L This user is from outside of this forum
                Lvxferre [he/him]
                wrote on last edited by
                #8

                Fair point - I completely forgot to take the 3D geometry into account. I guess this could be solved by either making both sp³ (sub the Si-O with Si-Cl) or both sp² (sub the H-O-Si with H-N=Si)? But then writing data becomes more complicated than just adding or removing hydrogens that, as you said, isn’t as simple as it looks like.

                There are already several synthetic DNA base pairs that can be used instead of the naturally present bases.

                Like the dNaM / dTPT3 pair, right? That’s perhaps more viable, at least to increase information density.

                SalamanderS 1 Reply Last reply
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                • DominoD Domino

                  I’m sure the data/space savings are great, but for me it’s the ‘cool’ factor of mixing blood and machines, although it sounds very dystopian when I word it like that.

                  C This user is from outside of this forum
                  C This user is from outside of this forum
                  captainlezbian@lemmy.world
                  wrote on last edited by
                  #9

                  If you want to mix blood and machines may I recommend manufacturing? We do it all the time.

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                  • DominoD Domino
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                    DNA cassette tapes could solve global data storage problems

                    Our increasingly digitized world has a data storage problem. Hard drives and other storage media are reaching their limits, and we are creating data faster than we can store it. Fortunately, we don't have to look too far ...

                    favicon

                    (techxplore.com)

                    A This user is from outside of this forum
                    A This user is from outside of this forum
                    acockworkorange@mander.xyz
                    wrote on last edited by
                    #10

                    Do we have data storage problems? I thought the issue is having fast access to the unbounded amount of data we can easily store.

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                    • Lvxferre [he/him]L Lvxferre [he/him]

                      Fair point - I completely forgot to take the 3D geometry into account. I guess this could be solved by either making both sp³ (sub the Si-O with Si-Cl) or both sp² (sub the H-O-Si with H-N=Si)? But then writing data becomes more complicated than just adding or removing hydrogens that, as you said, isn’t as simple as it looks like.

                      There are already several synthetic DNA base pairs that can be used instead of the naturally present bases.

                      Like the dNaM / dTPT3 pair, right? That’s perhaps more viable, at least to increase information density.

                      SalamanderS This user is from outside of this forum
                      SalamanderS This user is from outside of this forum
                      Salamander
                      wrote on last edited by
                      #11

                      Fair point - I completely forgot to take the 3D geometry into account. I guess this could be solved by either making both sp³ (sub the Si-O with Si-Cl) or both sp² (sub the H-O-Si with H-N=Si)? But then writing data becomes more complicated than just adding or removing hydrogens that, as you said, isn’t as simple as it looks like.

                      I think that the solution that life came up with - making a flexible double helix-forming backbone from which base pairs hang is actually a pretty good way of going about it. Similar as with proteins - a standard flexible backbone with different groups hanging off the chain and influencing how it folds. In your proposition you have the silicon backbone and a single atom as the ‘side chain’, so there is no separation between the backbone and the pairing elements to add this flexibility.

                      There are also some other details to consider. For example, the amount of data you can store in a given chain length changes depending on how many different types of chemistry you have. In your example, you are using only one type of ‘base’ because the only options are ‘hydrogen bond donor’ or ‘hydrogen bond acceptor’. If you have a chain length of 3, you get only 3 bits, which can store one of 2^3 = 8 values from 0 to 7 (000 to 111). With DNA, you have 4 different base pairs, so a chain length of three can encode 4^3 = 64 values.

                      That means that, to get a good information density, you would also want to increase the number of possibilities. The challenge here is that you need to tune the set of possibilities so that the thermodynamics are balanced. You don’t want some pairs to stick very strongly while others stick only loosely, and you also don’t want certain bases to be able to pair with each other. See: https://en.wikipedia.org/wiki/Nucleic_acid_thermodynamics

                      You can perhaps dispense with some of the thermodynamic tuning if you don’t need to be able to easily replicate the data through a process similar to DNA replication, as you don’t actually need to ‘pair’ at all - you have a single string of data. But in that case you lose a very powerful method as you are forced to re-synthesize every data chain from scratch - I think that with such a system you lose too many benefits.

                      If you go through the steps of creating a system of molecular data storage from scratch, I think it is easy to converge towards something similar to DNA. A lot of ‘origin of life’ research is actually about this - thinking about these systems and how to engineer them from scratch, and… DNA is pretty good at this. When you consider that early chemical evolution was an optimization algorithm to solve this problem, it makes sense that DNA is a good choice.

                      I do think it is good and fun to explore this. We do have at least some advantages over nature - for example, we have managed to purify many compounds that were not abundant in early chemical soups. So, perhaps we can find something.

                      Like the dNaM / dTPT3 pair, right? That’s perhaps more viable, at least to increase information density.

                      Yeah, like those. In this recent paper, for example, researchers sequenced a chain of four anthrophogenic base pairs that they refer to as ‘ALIEN bases’: https://www.nature.com/articles/s41467-025-61991-9

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                      • O onomatopoeia@lemmy.cafe

                        That’s how you put the plague in plagiarism.

                        Fine, dammit, take your upvote! Haha

                        C This user is from outside of this forum
                        C This user is from outside of this forum
                        chakravanti@monero.town
                        wrote on last edited by
                        #12

                        Don’t sniff THAT Snow Crash. Apparently…it left the den.

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