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cancer-genetics / cancer-geneticsCancer Genomics

Franziska Michor

弗朗西斯卡·米霍尔

PhD

🏢Dana-Farber Cancer Institute / Harvard T.H. Chan School of Public Health(丹娜-法伯癌症研究所 / 哈佛陈曾熙公共卫生学院)🌐USA

Professor of Computational Biology计算生物学教授

55
h-index
3
Key Papers
4
Awards
3
Key Contributions

👥Biography 个人简介

Mathematical oncologist who applies evolutionary dynamics and quantitative modeling to understand cancer initiation, progression, and treatment resistance. Her models of CML response to imatinib became a landmark in precision oncology.

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🧪Research Fields 研究领域

Mathematical Oncology数学肿瘤学
Evolutionary Dynamics of Cancer癌症进化动力学
Drug Resistance药物耐药性
Computational Cancer Biology计算癌症生物学

🎓Key Contributions 主要贡献

CML Evolutionary Dynamics

Developed mathematical models of CML response to imatinib that predicted resistance emergence and optimal treatment strategies, validated in clinical cohorts.

Cancer Evolution Modeling

Created frameworks for modeling cancer initiation and progression based on evolutionary theory, quantifying rates of driver mutation accumulation.

Combination Therapy Optimization

Designed mathematical approaches to optimize drug combination timing and sequencing to prevent resistance, directly informing clinical trial design.

Representative Works 代表性著作

[1]

Dynamics of chronic myeloid leukaemia

Nature (2005)

Mathematical model of CML under imatinib predicting kinetics of treatment response and conditions for resistance emergence.

[2]

Evolution of resistance to targeted anti-cancer therapies during continuous and pulsed administration strategies

PLoS Computational Biology (2010)

Quantitative models showing pulsed dosing strategies can delay resistance compared to continuous dosing.

[3]

Clonal evolution in patients with chronic lymphocytic leukaemia developing resistance to BTK inhibition

Nature Communications (2017)

Combined genomics and modeling to track CLL clonal evolution under ibrutinib therapy.

🏆Awards & Recognition 奖项与荣誉

🏆Howard Hughes Medical Institute Faculty Scholar
🏆Vilcek Prize for Creative Promise
🏆NSF CAREER Award
🏆Susan G. Komen Scholar Award

📄Data Sources 数据来源

Last updated: 2026-01-15 | All information from publicly available academic sources

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