Why DNA Copies Itself in a Wasteful Way ✎ express

Original: "Information-to-energy trade-offs and the optimal alphabet of polymer replication"
· Damián G. Hernández
arXiv:2604.19563 · 2026-04-21 · arXiv non-exclusive · independent analysis · 2 min
Errors during DNA copying cost the cell more than it seems at first glance.

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If you write down a protein recipe on a piece of paper and send it to a print shop, a typo in a single letter can ruin the whole batch. A cell faces the same problem when it copies its DNA — a long instruction written in four chemical "letters." But the print shop doesn't just reprint the text: each letter in the new chain is assembled from individual building blocks floating around, and each step costs energy.

The authors approached this process as sending a message through a noisy channel. They calculated how much information is lost during copying and saw something unexpected. Even if errors are very rare (say, one in a thousand letters) the information loss is many times greater than you might think. This is because the relationship between error rate and information loss is not linear: the first few glitches sharply cut accuracy, like a crack running through a thin thread.

For comparison: if DNA used an energy-optimal alphabet, each letter would cost about 9 units of thermal energy (kBT). Real DNA spends at least 14—almost twice as much. It's like paying for courier delivery when you could have sent it by regular mail.

So why didn't nature choose the cheapest path? Because cheapness would have been a disaster: with low energy costs per assembly, letters would start sticking together on their own, without a command. The four-letter DNA code turned out to be a sweet spot — not the most economical, but reliably protected against random self-assembly. The cell pays double the price to keep the instruction from turning into a jumble of letters.

Interestingly, with a four-letter alphabet, the energy barrier to self-assembly is especially high. Increase the number of letters, and the barrier drops; decrease it, and there isn't enough information to encode all proteins. Four is not a random number but a balance point between information and stability.

This view of DNA copying offers a new tool for evaluating any error-correction mechanism — whether in living cells or in future synthetic polymers. For now, we can say that life overpays for accuracy, and it's an overpayment worth every quantum of energy spent.

If DNA were copied with optimal energy efficiency, each cell would save about a third of the energy on this process, but mutations would occur like an avalanche, and the organism would not survive.

In the novel Jurassic Park, dinosaurs were resurrected by filling gaps in DNA with frog genes, and paid a heavy price for copying errors that nature diligently prevents in reality.

Scientists
William Lawrence BraggClaude Shannon
Concepts
information thermodynamics landauer limit information processing polymer protein language model training data information theory Landauer's principle information criterion