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An ecological measure of immune-cancer colocalization as a prognostic factor for breast cancer.
(BMC, 2015-09-22)
INTRODUCTION: Abundance of immune cells has been shown to have prognostic and predictive significance in many tumor types. Beyond abundance, the spatial organization of immune cells in relation to cancer cells may also ...
Microenvironmental Heterogeneity Parallels Breast Cancer Progression: A Histology-Genomic Integration Analysis.
(PUBLIC LIBRARY SCIENCE, 2016-02-16)
BACKGROUND: The intra-tumor diversity of cancer cells is under intense investigation; however, little is known about the heterogeneity of the tumor microenvironment that is key to cancer progression and evolution. We aimed ...
Topological Tumor Graphs: A Graph-Based Spatial Model to Infer Stromal Recruitment for Immunosuppression in Melanoma Histology.
(AMER ASSOC CANCER RESEARCH, 2020-03-01)
Despite the advent of immunotherapy, metastatic melanoma represents an aggressive tumor type with a poor survival outcome. The successful application of immunotherapy requires in-depth understanding of the biological basis ...
Similarity and diversity of the tumor microenvironment in multiple metastases: critical implications for overall and progression-free survival of high-grade serous ovarian cancer.
(IMPACT JOURNALS LLC, 2016-11-01)
The tumor microenvironment is pivotal in influencing cancer progression and metastasis. Different cells co-exist with high spatial diversity within a patient, yet their combinatorial effects are poorly understood. We ...
Microenvironmental niche divergence shapes BRCA1-dysregulated ovarian cancer morphological plasticity.
(NATURE RESEARCH, 2018-09-25)
How tumor microenvironmental forces shape plasticity of cancer cell morphology is poorly understood. Here, we conduct automated histology image and spatial statistical analyses in 514 high grade serous ovarian samples to ...
The Spatiotemporal Evolution of Lymph Node Spread in Early Breast Cancer.
(SPRINGER, 2018-02-01)
Purpose: The most significant prognostic factor in early breast cancer is lymph node involvement. This stage between localized and systemic disease is key to understanding breast cancer progression; however, our knowledge ...
Quantitative histology analysis of the ovarian tumour microenvironment.
(NATURE PORTFOLIO, 2015-11-17)
Concerted efforts in genomic studies examining RNA transcription and DNA methylation patterns have revealed profound insights in prognostic ovarian cancer subtypes. On the other hand, abundant histology slides have been ...