Latest NewsJuly 14, 2026
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The proteome doesn't have a coverage gap - it has a coverage bias
We can now measure thousands of proteins in a drop of blood. The ones we still can't measure aren't a random remainder – and that bias shapes what medicine can find.
Proteins do almost everything in the body. They carry oxygen, fight infections, switch genes on and off, and pass signals between cells. The full set a human body makes – its proteome – is what most of modern medicine is ultimately trying to read.

The count of proteins scientists can measure in a sample of blood has been climbing for years: from hundreds, to thousands, to around ten thousand today, roughly half the body’s protein-coding genes. Put like that, the job sounds nearly done. Keep improving the technology, add proteins, and eventually the list will be complete.

It doesn't work that way. The proteins we still cannot measure are not a random leftover waiting to be picked up on the next pass. They are a specific kind of protein, absent for particular reasons. And several of those reasons point straight at the biology we most want to understand.
Blog post|20 mins read
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Blog post

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The proteome doesn't have a coverage gap - it has a coverage bias
We can now measure thousands of proteins in a drop of blood. The ones we still can't measure aren't a random remainder – and that bias shapes what medicine can find.
July 14, 2026
Continue Reading

Blog post

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Xelari Platform Update: A Refined Experience, a New Visual System, and More Candidates
We have rebuilt the Xelari experience around how it is actually used: cleaner workflows, a new visual system called Cold Mineral, and more candidates delivered on every plan. The update is live now.
June 22, 2026
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Research paper

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Evaluation of Artificial Intelligence-Generated DNA Aptamers Against Treponema pallidum Surface Proteins
DNA aptamer sequences were selected in silico with assistance from artificial intelligence (AI) using the new Xelari.com platform against three known immunogenic surface proteins of Treponema pallidum
February 06, 2026
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Research paper

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Aptamer Design: From SELEX to AI-Driven Rational Design
A technical overview of modern affinity reagent design – aptamers, chemical antibodies, and computational molecular binders.
December 11, 2025
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Research paper
Winner

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AliNA – a deep learning program for RNA secondary structure prediction
Classical thermodynamic folding ignores the specificity of biological folding; conventional deep-learning methods inherit homology bias from their training sets.
September 14, 2023
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