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Why AI Isn’t Ready to Tackle Our Convoluted Genomes

by Asia Today Team
October 18, 2026
in Science
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Some enhancers are, as you’d anticipate, near the genes they regulate, and even sit on DNA inside a gene. However others sit far-off from the gene—maybe thousands and thousands of nucleotides away, with extra genes in between.

The existence of such so-called “distal” enhancers “appears bonkers,” Bickmore stated. “How do you get that data from over there to over right here, to the gene that must be activated? That’s a largely unanswered query.”

One of many solutions comes within the type of a loop.

Distal enhancers are dropped at the gene they regulate on nice loops of DNA or, extra strictly, of chromatin, the mix of DNA and its packaging proteins which are unraveled as if from a ball of wool. The loops are created by a protein motor known as cohesin, which runs up and down the DNA strand and extrudes it as wanted.

As soon as cohesin has fashioned a loop to carry parts collectively, what then? It was as soon as thought that they then stick collectively or assemble right into a molecular machine, however they don’t. Quite, the elements seem to type a unfastened however dense blob wherein they work together fairly weakly, fleetingly, and indiscriminately—a form of committee, generally known as a condensate.

Image may contain Device Screwdriver Tool and Weapon

Courtesy of Quanta

These transcription hubs are extraordinarily fluid and differ from one cell to a different. “There’ll be a little bit of loop extrusion happening over right here, within the subsequent cell it could be over right here, and the entire thing is popping over extremely quick,” Bickmore stated. Even when the cells are notionally similar—each pores and skin cells, say—precisely what the gene-regulatory equipment is as much as at any second isn’t fairly the identical in any two of them.

Chromatin loops are only one cause why a gene’s transcription is determined by the form and construction of the chromatin round it.

The textbook picture of a chromosome—one of many 46 models into which our genomes are divided—is of a compact, X-shaped cluster of chromatin. However any time a cell will not be actively dividing, its chromatin is unwound into what seems like a tangled mess. There may be order to the chaos, nonetheless. Some components of chromatin are densely packed right into a type known as heterochromatin. The compacted DNA there’s comparatively inaccessible to transcription components; the genes it accommodates are usually silenced. In the meantime, different components are comparatively unfastened, open, and accessible: That is known as euchromatin.



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