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A Perturbation Proteomics-Based Foundation Model For Virtual Cell Construction by samo.jerom is a document available to read on EtoBox.
What is A Perturbation Proteomics-Based Foundation Model For Virtual Cell Construction about?
The document presents a study that develops a foundation model called ProteinTalks, utilizing a large-scale dataset of over 38 million perturbed protein measurements from breast cancer cell lines to enhance understanding of protein network dynamics. This model demonstrates improved predictive accuracy in drug efficacy and synergy, identifies novel drug combinations, and provides insights into resistance-associated proteins. The findings suggest that integrating large-scale perturbation data with dynamic neu
- Author
- samo.jerom
- Language
- EN