Hospital Research Teams

The Corey Weistuch Lab

Overview

Corey Weistuch
Lab Head

Tumors and their drug sensitivities evolve over time, leading to drug resistance, metastasis, and ultimately, treatment failure. We are focused on developing mathematical models to understand this evolutionary process through the integration of genomic, transcriptomic, and radiomic data. Central to this approach is the recognition that tumors occupy a finite spectrum of functional states, each characterized by distinct treatment sensitivities and metastatic tendencies that evolve over time and in response to therapy. Our research centers on two primary objectives:

  1. developing innovative mathematical tools to identify cancer phenotype drivers
  2. precision modeling of cancer evolution and site-specific metastatic dissemination

By leveraging our interdisciplinary expertise in mathematics and biology, we collaborate closely with experimental biologists and clinicians to ensure that our computational predictions are effectively translated into tangible clinical applications and trials.

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Publications

Truong DD*, Weistuch C*, Murgas KA*, Admane P, King BL, Chauviere Lee J, Lamhamedi-Cherradi SE, Swaminathan J, Daw NC, Gordon N, Gopalakrishnan V, Gorlick RG, Somaiah N, Deasy JO, Mikos AG, Tannenbaum A, Ludwig J. Mapping the Single-Cell Differentiation Landscape of Osteosarcoma. Clin Cancer Res. 2024 Aug 1;30(15):3259-3272.

Weistuch C, Murgas KA, Zhu J, Norton L, Dill KA, Tannenbaum AR, Deasy JO. Normal tissue transcriptional signatures for tumor-type-agnostic phenotype prediction. Sci Rep. 2024 Nov 8;14(1):27230.

Weistuch C, Zhu J, Deasy JO, Tannenbaum AR. The maximum entropy principle for compositional data. BMC Bioinformatics. 2022 Oct 29;23(1):449.

Dixit PD, Wagoner J, Weistuch C, Pressé S, Ghosh K, Dill KA. Perspective: Maximum caliber is a general variational principle for dynamical systems. J Chem Phys. 2018 Jan 7;148(1):010901.

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People

Members

Charles Kocher

Research Scholar

Affiliations

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