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New AI tool illuminates “dark side” of the human genome

Researchers at Salk Institute launched a machine learning framework called ShortStop to explore overlooked DNA regions and discover microproteins with potential roles in disease. The tool identified 210 new microprotein candidates in lung cancer data, including one validated target for therapeutic treatment.

SourceSalk Institute·JournalBMC Methods·DateJul 31, 2025
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Study reveals the proteins expressed by human cytomegalovirus

Researchers used ribosome-mapping technique to investigate HCMV's proteome, discovering hundreds of previously unidentified proteins and exceptionally short protein sequences. These findings provide new understanding of how the virus manipulates human cells during infection.

SourceAmerican Association for the Advancement of Science (AAAS)·JournalScience·DateNov 22, 2012

The yeast glycome

Researchers created a protein chip containing 5573 purified proteins and performed the first global analysis of protein glycosylation in yeast. This effort identified nearly double the known yeast glycome, including over 100 new N-linked glycoproteins.

SourceCold Spring Harbor Laboratory·JournalGenes & Development·DateNov 30, 2005
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