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AI in Cancer Research / AI+癌症研究Cancer Bioinformatics

Moritz Gerstung

莫里茨·格尔斯滕

PhD

🏢EMBL-EBI / German Cancer Research Center (DKFZ)(欧洲分子生物学实验室-欧洲生物信息学研究所 / 德国癌症研究中心)🌐Germany

Group Leader, Computational Cancer Biology计算癌症生物学研究组长

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h-index
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Key Papers
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Awards
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Key Contributions

👥Biography 个人简介

Moritz Gerstung at EMBL-EBI and DKFZ develops computational methods to reconstruct cancer evolutionary histories, quantify clonal dynamics across the cancer lifecycle, and analyze mutational signatures in pan-cancer genomic datasets from PCAWG and other large consortia.

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🧪Research Fields 研究领域

Cancer Evolution癌症进化
Clonal Dynamics克隆动力学
Mutational Signatures突变特征
Pan-Cancer Genomics泛癌基因组学

🎓Key Contributions 主要贡献

Cancer Clonal Dynamics

Developed statistical models to reconstruct the timing and order of driver mutations across cancer evolution, from early initiation through metastasis.

PCAWG Pan-Cancer Analysis

Co-led key analyses in the Pan-Cancer Analysis of Whole Genomes (PCAWG) consortium, characterizing mutational signatures and evolutionary patterns across 38 tumor types.

Mutational Process Inference

Built probabilistic frameworks to decompose tumor mutation catalogues into contributing mutational signatures, linking them to known DNA damage and repair processes.

Representative Works 代表性著作

[1]

The evolutionary history of 2,658 cancers

Nature (2020)

PCAWG landmark study reconstructing the evolutionary timelines of 38 cancer types, revealing that driver mutations are acquired years to decades before diagnosis.

[2]

Pancancer analysis of whole genomes

Nature (2020)

Pan-Cancer Analysis of Whole Genomes flagship paper characterizing noncoding drivers and genomic landscapes of 2658 cancers.

[3]

Reliable detection of subclonal single-nucleotide variants in tumour cell populations

Nature Communications (2012)

Statistical framework for accurate subclonal mutation calling from tumor sequencing data, enabling clonal deconvolution.

🏆Awards & Recognition 奖项与荣誉

🏆European Research Council Starting Grant
🏆EMBL Interdisciplinary Postdoc Fellowship
🏆Wellcome Trust Sanger Institute Fellowship

📄Data Sources 数据来源

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

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