Reka Albert
Distinguished Professor
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About
Reka Albert is a Distinguished Professor at Pennsylvania State University in the United States. Her research primarily focuses on network-based models in areas such as signal transduction, behavior change in groups, and gene regulatory networks. She has contributed to the understanding of ecological dynamics, including plant-pollinator interactions and traditional Chinese medicine, through innovative modeling approaches.
Articles (18)
Year:
2024
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2024
Understanding natural and traditional medicine can lead to world-changing drug discoveries. Despite the therapeutic effectiveness of individual herbs, traditional Chinese medicine (TCM) lacks a scientific foundation and is often considered a myth. In this study, we establish a network medicine framework and reveal the general TCM treatment principle as the topological relationship between disease symptoms and TCM herb targets on the human protein interactome. We find that proteins associated with a symptom form a network module, and the network proximity of an herb’s targets to a symptom module is predictive of the herb’s effectiveness in treating the symptom. These findings are validated using patient data from a hospital. We highlight the translational value of our framework by predicting herb-symptom treatments with therapeutic potential. Our network medicine framework reveals the scientific foundation of TCM and establishes a paradigm for understanding the molecular basis of natural medicine and predicting disease treatments.
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2023
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2023
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2023
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2023
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2023
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2022
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2022
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2022
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2021
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2021
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2021
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2021
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2021
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2021
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2021
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2021
Collaborators (7)
Eyleen O'Rourke
Assistant Professor
University of Virginia
Luis Rocha
George J. Klir Professor of Systems Science
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Albert-László Barabási
Northeastern University
Joan Montero
Associate Professor
University of Barcelona
Reinhard Laubenbacher
University of Florida
Katriona Shea
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David Murrugarra
Associate Professor
University of Kentucky
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