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Inferring transporter specificity through language model–guided graph learning

2026-03-19

Abstract excerpt

<title>Abstract</title> <p>Membrane transporters orchestrate chemical exchange across cells, playing a central role in cellular metabolism and serving as prime targets for disease intervention. Yet, the specific substrates of most transport proteins remain unknown, largely because experimental characterization is hindered by the instability of membrane proteins in experimental assays. Existing computational tools...

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Literature Corpus work
fc2bc23b-7847-587c-89c2-2d2c3b551ccd
DOI
10.21203/rs.3.rs-8963245/v1
Open publication

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Inferring transporter specificity through language model–guided graph learningDOI 10.21203/rs.3.rs-8963245/v1
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