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Author

Kai He

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Open access Aug 2026

Deep-learning-enabled multi-omics analyses for prediction of future metastasis in cancer

EmitGCL is developed, a deep-learning framework to predict metastasis and related biomarkers using cancer single-cell sequencing data, enabling and validating the discovery of occult metastases and breast cancer metastasis biomarkers.

Xiaoying Wang, Maoteng Duan, Anthony J. Snyder et al. · 0 citations
May 2025

Deep-learning-enabled multi-omics analyses for prediction of future metastasis in cancer

EmitGCL, a deep-learning framework that accurately predicts future metastasis and its corresponding biomarkers, is presented and YY1 transcription factor is demonstrated as a key driver of breast cancer metastasis which was validated through in-silico and CRISPR-based migration assays, suggesting that YY1 is a potentia...

Xiaoying Wang, Maoteng Duan, Po-Lan Su et al. · 0 citations

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