Researcher interests: Quantitative understanding of protein signaling networks in healthy and diseased tissues. Biophysics of cell-cell / cell-environment communication and cell migration. Development of new analytical approaches based on principles of physics and chemistry to non-equilibrium biological systems.
FACULTY / SCHOOL: Faculty of Dental Medicine
DEPARTMENT: Institute of Dental Sciences
Selected Publications
a thermodynamic based approach for the resolution and prediction of protein network structures (2018)|
Chemical Physics|
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personalized disease signatures through information theoretic compaction of big cancer data (2018)|
Proceedings of the National Academy of Sciences of the United States of America|
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a novel strategy for diagnosing viral versus bacterial infection implications for oral diseases (2018)|
Oral Diseases|
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a thermodynamic based interpretation of protein expression heterogeneity in different glioblastoma multiforme tumors identifies tumor specific unbalanced processes (2016)|
Journal of Physical Chemistry B|
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a thermodynamic based interpretation of protein expression heterogeneity in different glioblastoma multiforme tumors identifies tumor specific unbalanced processes (2016)|
PMC|
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intercellular signaling through secreted proteins induces free energy gradient directed cell movement (2016)|
Proceedings of the National Academy of Sciences of the United States of America|
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critical points in tumorigenesis a carcinogen initiated phase transition analyzed via single cell proteomics (2016)|
Small|
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computational surprisal analysis speeds up genomic characterization of cancer processes (2014)|
PLOS ONE|
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glioblastoma cellular architectures are predicted through the characterization of two cell interactions (2014)|
Proceedings of the National Academy of Sciences of the United States of America|
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heterogeneity of gene expression in murine squamous cell carcinoma development the same tumor by different means (2013)|
PLOS ONE|
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