Ashish Nimgaonkar
阿什什·尼姆冈卡尔
MD, PhD
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
👥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.
🧪Research Fields 研究领域
🎓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
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.
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
📄Data Sources 数据来源
Last updated: 2026-01-15 | All information from publicly available academic sources
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Naiyer A. Rizvi
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