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1000 Titel
  • Artificial intelligence and radiomics for radiation oncology
1000 Autor/in
  1. Kocher, Martin |
1000 Erscheinungsjahr 2020
1000 Publikationstyp
  1. Artikel |
1000 Online veröffentlicht
  • 2020-09-17
1000 Erschienen in
1000 Quellenangabe
  • 196(10):847-847
1000 Copyrightjahr
  • 2020
1000 Lizenz
1000 Verlagsversion
  • https://doi.org/10.1007/s00066-020-01676-y |
  • https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7498478/ |
1000 Publikationsstatus
1000 Sprache der Publikation
1000 Abstract/Summary
  • Introduction!#!Focal adhesion kinase (FAK) is a nonreceptor tyrosine kinase protein frequently overexpressed in cancer and has been linked to an increase in the stem cell population of tumors, resistance to therapy, and metastatic spread. Pharmacological FAK inhibition in pancreatic cancer has received increased attention over the last few years, either alone or in combination with other therapeutics including chemotherapy and immunotherapy. However, its prognostic value and its role in radioresistance of pancreatic ducal adenocarcinoma (PDAC) is unknown.!##!Methods and materials!#!Using the TCGA and GTEx databases, we investigated the genetic alterations and mRNA expression levels of PTK2 (the encoding-gene for FAK) in normal pancreatic tissue and pancreatic cancer and its impact on patient survival. Furthermore, we evaluated the expression of FAK and its tyrosine domain Ty-397 in three pancreatic cancer cell lines. We went further and evaluated the role of a commercial FAK tyrosine kinase inhibitor VS-4718 on the viability and radiosensitization of the pancreatic cell lines as well as its effect on the extracellular matrix (ECM) production from the pancreatic stellate cells. Furthermore, we tested the effect of combining radiation with VS-4718 in a three-dimensional (3D) multicellular pancreatic tumor spheroid model.!##!Results!#!A database analysis revealed a relevant increase in genetic alterations and mRNA expression of the PTK2 in PDAC, which were associated with lower progression-free survival. In vitro, there was only variation in the basal phosphorylation level of FAK in cell lines. VS-4718 radiosensitized pancreatic cell lines only in the presence of ECM-producing pancreatic stellate cells and markedly reduced the ECM production in the stromal cells. Finally, using a 3D multicellular tumor model, the combination of VS-4718 and radiotherapy significantly reduced the growth of tumor aggregates.!##!Conclusion!#!Pharmacological inhibition of FAK in pancreatic cancer could be a novel therapeutic strategy as our results show a radiosensitization effect of VS-4718 in vitro in a multicellular 2D- and in a 3D-model of pancreatic cancer.
1000 Sacherschließung
lokal Radiotherapy Planning, Computer-Assisted [MeSH]
lokal Humans [MeSH]
lokal Image Processing, Computer-Assisted [MeSH]
lokal Neoplasms/radiotherapy [MeSH]
lokal Radiation Oncology/methods [MeSH]
lokal Computational Biology [MeSH]
lokal Oncology
lokal Editorial
lokal Radiotherapy
lokal Radiation Oncology/trends [MeSH]
lokal Artificial Intelligence [MeSH]
lokal Neoplasms/diagnostic imaging [MeSH]
1000 Liste der Beteiligten
  1. https://frl.publisso.de/adhoc/uri/S29jaGVyLCBNYXJ0aW4=
1000 Hinweis
  • DeepGreen-ID: 854a5013161f41c9b4c8b979935ca91d ; metadata provieded by: DeepGreen (https://www.oa-deepgreen.de/api/v1/), LIVIVO search scope life sciences (http://z3950.zbmed.de:6210/livivo), Crossref Unified Resource API (https://api.crossref.org/swagger-ui/index.html), to.science.api (https://frl.publisso.de/), ZDB JSON-API (beta) (https://zeitschriftendatenbank.de/api/), lobid - Dateninfrastruktur für Bibliotheken (https://lobid.org/resources/search)
1000 Label
1000 Dateien
  1. Artificial intelligence and radiomics for radiation oncology
1000 Objektart article
1000 Beschrieben durch
1000 @id frl:6443240.rdf
1000 Erstellt am 2023-04-26T17:50:55.210+0200
1000 Erstellt von 322
1000 beschreibt frl:6443240
1000 Zuletzt bearbeitet Fri Oct 13 13:47:45 CEST 2023
1000 Objekt bearb. Fri Oct 13 13:47:45 CEST 2023
1000 Vgl. frl:6443240
1000 Oai Id
  1. oai:frl.publisso.de:frl:6443240 |
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