Fridley Lab

Children's Mercy Hosp (Kansas City, Mo)

Kansas City · United States

NIH-funded
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NIH R01 · 2025

Spatial and Bayesian modeling methods for assessment of the tumor immune microenvironment and survival of women with ovarian cancer

PROJECT SUMMARY/ABSTRACT Multiplex immunofluorescence (mIF) microscopy and accompanying automated image analysis is a widely used technique which allows for the assessment and visualization of the tumor immune microenvironment (TIME). Generally, mIF data has been used to simply examine the presence and abundance of immune cells in cancer patients; however, this aggregate measure assumes uniform patterns of immune cells and overlooks spatial heterogeneity. The spatial contexture of the TIME has not been adequately explored, in part due to the lack of available analytical approaches and tools. Therefore, the goal of this research is to develop novel statistical methods and software for the…

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