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harleyk

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AI Antibody Design in 2025

blog.booleanbiotech.com
4 points·by harleyk·10개월 전·1 comments

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harleyk
·8개월 전·discuss
A recent report from the American College of Cardiology emphasizes the prediction power of hsCRP:

"High-sensitivity C-reactive protein (hsCRP) is an inexpensive and widely available blood test. While there has been debate within the medical community regarding the utility of hsCRP, this statement details the data confirming its value in clinical decision making in primary and secondary prevention."

https://www.acc.org/latest-in-cardiology/journal-scans/2025/...
harleyk
·10개월 전·discuss
Antibodies are proteins, so why is antibody design not just the same problem as mini-binder design? In most ways they are the same. The main difference is that the CDR loops that drive antibody binding are highly variable and do not benefit directly from evolutionary information the way other binding motifs do. Folding long CDR loops correctly is especially difficult.

Here I'll review the latest antibody design tools.