TY - JOUR A1 - Elwakeel, Eiman A1 - Brüggemann, Mirko A1 - Fink, Annika F. A1 - Schulz, Marcel Holger A1 - Schmid, Tobias A1 - Savai, Rajkumar A1 - Brüne, Bernhard A1 - Zarnack, Katharina A1 - Weigert, Andreas T1 - Phenotypic plasticity of fibroblasts during mammary carcinoma development T2 - International journal of molecular sciences N2 - Cancer-associated fibroblasts (CAFs) in the tumor microenvironment contribute to all stages of tumorigenesis and are usually considered to be tumor-promoting cells. CAFs show a remarkable degree of heterogeneity, which is attributed to developmental origin or to local environmental niches, resulting in distinct CAF subsets within individual tumors. While CAF heterogeneity is frequently investigated in late-stage tumors, data on longitudinal CAF development in tumors are lacking. To this end, we used the transgenic polyoma middle T oncogene-induced mouse mammary carcinoma model and performed whole transcriptome analysis in FACS-sorted fibroblasts from early- and late-stage tumors. We observed a shift in fibroblast populations over time towards a subset previously shown to negatively correlate with patient survival, which was confirmed by multispectral immunofluorescence analysis. Moreover, we identified a transcriptomic signature distinguishing CAFs from early- and late-stage tumors. Importantly, the signature of early-stage CAFs correlated well with tumor stage and survival in human mammary carcinoma patients. A random forest analysis suggested predictive value of the complete set of differentially expressed genes between early- and late-stage CAFs on bulk tumor patient samples, supporting the clinical relevance of our findings. In conclusion, our data show transcriptome alterations in CAFs during tumorigenesis in the mammary gland, which suggest that CAFs are educated by the tumor over time to promote tumor development. Moreover, we show that murine CAF gene signatures can harbor predictive value for human cancer. KW - cancer-associated fibroblasts KW - mammary carcinoma KW - cancer KW - transcriptional profiling KW - gene signature Y1 - 2019 UR - http://publikationen.ub.uni-frankfurt.de/frontdoor/index/index/docId/51994 UR - https://nbn-resolving.org/urn:nbn:de:hebis:30:3-519949 SN - 1422-0067 SN - 1661-6596 N1 - This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited VL - 20 IS - 18, Art. 4438 SP - 1 EP - 23 PB - Molecular Diversity Preservation International CY - Basel ER -