Marta Luksza, PhD Email Marta Luksza
- ASSISTANT PROFESSOR | Oncological Sciences
- ASSISTANT PROFESSOR | Genetics and Genomic Sciences
I am a computer scientist working on topics at the interface of evolutionary biology and immunology. We apply approaches from information theory, statistical mechanics and machine learning to understand how the immune system and other biophysical phenotypes affect the evolution of viruses and cancer. Understanding their evolutionary dynamics and ways of adaptation is crucial for the design of treatments and vaccine selection.
Previously, we have developed computational methods for inference of fitness effects from genetic, phenotypic and epidemiological data for predicting the evolution of the influenza virus. The model is currently used to consult the World Health Organization vaccine strain selection. We also proposed a predictive model for therapy response of tumors evolving under strong selection from the immunotherapy. These studies have laid the groundwork for investigating personalized neoantigen vaccines for patients with various cancer types.
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Bioinformatics, Biophysics, Cancer, Infectious Disease, Influenza Virus, Viruses and Virology
PhD, Free University & Max Planck Institute for Molecular Genetics
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Dr. Luksza has not yet completed reporting of Industry relationships.
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