Comprehensive And Computable Molecular Diagnostic Panel (C2dx) From Small Volume Specimens For Precision Oncology: Molecular Subtyping Of Non-Small Cell Lung Cancer From Fine Needle Aspirates

FRONTIERS IN ONCOLOGY(2021)

引用 3|浏览6
暂无评分
摘要
The Comprehensive, Computable NanoString Diagnostic gene panel (C2Dx) is a promising solution to address the need for a molecular pathological research and diagnostic tool for precision oncology utilizing small volume tumor specimens. We translate subtyping-related gene expression patterns of Non-Small Cell Lung Cancer (NSCLC) derived from public transcriptomic data which establish a highly robust and accurate subtyping system. The C2Dx demonstrates supreme performance on the NanoString platform using microgram-level FNA samples and has excellent portability to frozen tissues and RNA-Seq transcriptomic data. This workflow shows great potential for research and the clinical practice of cancer molecular diagnosis.
更多
查看译文
关键词
non-small cell lung cancer, molecular signature, fine needle aspiration, logistic regression, elastic net regularization, cancer subtyping
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要