TY  - JOUR
A1  - Meierjohann, Svenja
T1  - Hypoxia independent drivers of melanoma angiogenesis
JF  - Frontiers in Oncology
N2  - Tumor angiogenesis is a process which is traditionally regarded as the tumor’s response to low nutrient supply occurring under hypoxic conditions. However, hypoxia is not a pre-requisite for angiogenesis. The fact that even single tumor cells or small tumor cell aggregates are capable of attracting blood vessels reveals the early metastatic capability of tumor cells. This review sheds light on the hypoxia-independent mechanisms of tumor angiogenesis in melanoma.
KW  - melanoma
KW  - angiogenesis
KW  - hypoxia-independent
KW  - reactive oxygen species
KW  - NF-κB
Y1  - 2015
U6  - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-125586
VL  - 5
IS  - 120
ER  - 
TY  - JOUR
A1  - Marquardt, André
A1  - Hartrampf, Philipp
A1  - Kollmannsberger, Philip
A1  - Solimando, Antonio G.
A1  - Meierjohann, Svenja
A1  - Kübler, Hubert
A1  - Bargou, Ralf
A1  - Schilling, Bastian
A1  - Serfling, Sebastian E.
A1  - Buck, Andreas
A1  - Werner, Rudolf A.
A1  - Lapa, Constantin
A1  - Krebs, Markus
T1  - Predicting microenvironment in CXCR4- and FAP-positive solid tumors — a pan-cancer machine learning workflow for theranostic target structures
JF  - Cancers
N2  - (1) Background: C-X-C Motif Chemokine Receptor 4 (CXCR4) and Fibroblast Activation Protein Alpha (FAP) are promising theranostic targets. However, it is unclear whether CXCR4 and FAP positivity mark distinct microenvironments, especially in solid tumors. (2) Methods: Using Random Forest (RF) analysis, we searched for entity-independent mRNA and microRNA signatures related to CXCR4 and FAP overexpression in our pan-cancer cohort from The Cancer Genome Atlas (TCGA) database —  representing n = 9242 specimens from 29 tumor entities. CXCR4- and FAP-positive samples were assessed via StringDB cluster analysis, EnrichR, Metascape, and Gene Set Enrichment Analysis (GSEA). Findings were validated via correlation analyses in n = 1541 tumor samples. TIMER2.0 analyzed the association of CXCR4 / FAP expression and infiltration levels of immune-related cells. (3) Results: We identified entity-independent CXCR4 and FAP gene signatures representative for the majority of solid cancers. While CXCR4 positivity marked an immune-related microenvironment, FAP overexpression highlighted an angiogenesis-associated niche. TIMER2.0 analysis confirmed characteristic infiltration levels of CD8+ cells for CXCR4-positive tumors and endothelial cells for FAP-positive tumors. (4) Conclusions: CXCR4- and FAP-directed PET imaging could provide a non-invasive decision aid for entity-agnostic treatment of microenvironment in solid malignancies. Moreover, this machine learning workflow can easily be transferred towards other theranostic targets.
KW  - machine learning
KW  - tumor microenvironment
KW  - immune infiltration
KW  - angiogenesis
KW  - mRNA
KW  - miRNA
KW  - transcriptome
Y1  - 2023
U6  - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-305036
SN  - 2072-6694
VL  - 15
IS  - 2
ER  -