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Translational Medicine / 转化医学Cancer Genomics & Liquid Biopsy

Ashish Nimgaonkar

阿什什·尼姆冈卡尔

MD, PhD

🏢Broad Institute of MIT and Harvard / Princeton University(麻省理工与哈佛布罗德研究所/普林斯顿大学)🌐USA

Associate Member, Broad Institute; Assistant Professor of Molecular Biology布罗德研究所副研究员;分子生物学助理教授

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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

Innovator at the intersection of cfDNA epigenomics and machine learning for cancer early detection. His research integrates cfDNA fragmentation patterns and methylation signatures with advanced computational models, enabling tissue-of-origin determination and pan-cancer screening from blood.

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🧪Research Fields 研究领域

cfDNA FragmentationcfDNA片段化
DNA MethylationDNA甲基化
Multi-Cancer Early Detection多癌种早期检测
Machine Learning Diagnostics机器学习诊断
Epigenomics表观基因组学
Liquid Biopsy液体活检

🎓Key Contributions 主要贡献

cfDNA Methylation-Based Cancer Detection

Developed integrated frameworks combining cfDNA methylation and fragmentation signals with machine learning classifiers to detect and localize multiple cancer types from a single blood draw.

Epigenomic Liquid Biopsy

Characterized cancer-specific methylation blocks in cfDNA enabling high-sensitivity, high-specificity multi-cancer detection without prior knowledge of tumor mutations.

Representative Works 代表性著作

[1]

Epigenomic analysis of cell-free DNA for multi-cancer early detection

Nature Biomedical Engineering (2022)

Demonstrated integration of cfDNA methylation and fragment features for simultaneous detection and localization of multiple cancer types.

[2]

Nucleosome-based cfDNA fragmentation enables tissue-of-origin inference in cancer

Cancer Research (2023)

Showed nucleosome positioning patterns in cfDNA carry tissue-specific information exploitable for cancer diagnostics.

🏆Awards & Recognition 奖项与荣誉

🏆NIH Early Independence Award
🏆Damon Runyon Cancer Research Foundation Fellowship
🏆American Association for Cancer Research Scholar Award

📄Data Sources 数据来源

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

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