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Inter- and intra-tumoural heterogeneity in cancer-associated fibroblasts of human pancreatic ductal adenocarcinoma.
(WILEY, 2019-05-01)
Cancer-associated fibroblasts (CAF) are orchestrators of the pancreatic ductal adenocarcinoma (PDAC) microenvironment. Stromal heterogeneity may explain differential pathophysiological roles of the stroma (pro- versus ...
Stromal cell ratio based on automated image analysis as a predictor for platinum-resistant recurrent ovarian cancer.
(BMC, 2019-02-18)
BACKGROUND: Identifying high-risk patients for platinum resistance is critical for improving clinical management of ovarian cancer. We aimed to use automated image analysis of hematoxylin & eosin (H&E) stained sections to ...
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 ...
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 ...
Cancer associated fibroblast FAK regulates malignant cell metabolism.
(NATURE PUBLISHING GROUP, 2020-03-10)
Emerging evidence suggests that cancer cell metabolism can be regulated by cancer-associated fibroblasts (CAFs), but the mechanisms are poorly defined. Here we show that CAFs regulate malignant cell metabolism through ...
Impairment of a distinct cancer-associated fibroblast population limits tumour growth and metastasis.
(NATURE PORTFOLIO, 2021-06-10)
Profiling studies have revealed considerable phenotypic heterogeneity in cancer-associated fibroblasts (CAFs) present within the tumour microenvironment, however, functional characterisation of different CAF subsets is ...
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 ...