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March 3, 2026
Open Access
Mutation-informed gene pairs to predict melanoma metastasis
SL
Seongsu Lim
Seoul National University
YL
Younggyun Lim
Seoul National University
JK
Ju Han Kim
Key Points
Melanoma metastasis prediction relies on specific gene pairs, highlighting their potential as biomarkers.
Significant accuracy was achieved in prediction models, marking a 15% improvement over existing methods.
Analysis utilizing mutation data examined gene pair interactions in melanoma cases across diverse populations.
These findings support the use of mutation-informed gene pairs, emphasizing the need for validation in larger cohorts.
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Lim et al. (Thu,) studied this question.
synapsesocial.com/papers/69a75e27c6e9836116a288c6
https://doi.org/https://doi.org/10.1186/s12964-025-02602-4
Mutation-informed gene pairs to predict melanoma metastasis | Synapse