Reference
Reference TypeLiterature
TitleMulti-omics discovery of exome-derived neoantigens in hepatocellular carcinoma.
AuthorsMarkus W Löffler; Christopher Mohr; Leon Bichmann; Lena Katharina Freudenmann; Mathias Walzer; Christopher M Schroeder; Nico Trautwein; Franz J Hilke; Raphael S Zinser; Lena Mühlenbruch; Daniel J Kowalewski; Heiko Schuster; Marc Sturm; Jakob Matthes; Olaf Riess; Stefan Czemmel; Sven Nahnsen; Ingmar Königsrainer; Karolin Thiel; Silvio Nadalin; Stefan Beckert; Hans Bösmüller; Falko Fend; Ana Velic; Boris Maček; Sebastian P Haen; Luigi Buonaguro; Oliver Kohlbacher; Stefan Stevanović; Alfred Königsrainer; HEPAVAC Consortium; Hans-Georg Rammensee
AffiliationsDepartment of General, Visceral and Transplant Surgery, University Hospital Tübingen, Hoppe-Seyler-Str. 3, D-72076, Tübingen, Germany. Markus.Loeffler@uni-tuebingen.de; Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076, Tübingen, Germany. Markus.Loeffler@uni-tuebingen.de; German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany. Markus.Loeffler@uni-tuebingen.de; Department of Clinical Pharmacology, University Hospital Tübingen, Auf der Morgenstelle 8, D-72076, Tübingen, Germany. Markus.Loeffler@uni-tuebingen.de; Institute for Translational Bioinformatics, University Hospital Tübingen, Tübingen, Germany; Quantitative Biology Center (QBiC), University of Tübingen, Auf der Morgenstelle 10, D-72076, Tübingen, Germany; Center for Bioinformatics, University of Tübingen, Sand 14, D-72076, Tübingen, Germany; Department of Computer Science, Applied Bioinformatics, Sand 14, D-72076, Tübingen, Germany; Present address: European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB1...
JournalGenome Med
Year2019
AbstractBACKGROUND: Although mutated HLA ligands are considered ideal cancer-specific immunotherapy targets, evidence for their presentation is lacking in hepatocellular carcinomas (HCCs). Employing a unique multi-omics approach comprising a neoepitope identification pipeline, we assessed exome-derived mutations naturally presented as HLA class I ligands in HCCs. METHODS: Although mutated HLA ligands are considered ideal cancer-specific immunotherapy targets, evidence for their presentation is lacking in hepatocellular carcinomas (HCCs). Employing a unique multi-omics approach comprising a neoepitope identification pipeline, we assessed exome-derived mutations naturally presented as HLA class I ligands in HCCs.In-depth multi-omics analyses included whole exome and transcriptome sequencing to define individual patient-specific search spaces of neoepitope candidates. Evidence for the natural presentation of mutated HLA ligands was investigated through an in silico pipeline integrating proteome and HLA ligandome profiling data. RESULTS: Although mutated HLA ligands are considered ideal cancer-specific immunotherapy targets, evidence for their presentation is lacking in hepatocellular carcinomas (HCCs). Employing a unique multi-omics approach comprising a neoepitope identification pipeline, we assessed exome-derived mutations naturally presented as HLA class I ligands in HCCs.In-depth multi-omics analyses included whole exome and transcriptome sequencing to define individual patient-specific search spaces of neoepitope candidates. Evidence for the natural presentation of mutated HLA ligands was investigated through an in silico pipeline integrating proteome and HLA ligandome profiling data.The approach was successfully validated in a state-of-the-art dataset from malignant melanoma, and despite multi-omics evidence for somatic mutations, mutated naturally presented HLA ligands remained elusive in HCCs. An analysis of extensive cancer datasets confirmed fundamental differences of tumor mutational burden in HCC and malignant melanoma, challenging the notion that exome-derived mutations contribute relevantly to the expectable neoepitope pool in malignancies with only few mutations. CONCLUSIONS: Although mutated HLA ligands are considered ideal cancer-specific immunotherapy targets, evidence for their presentation is lacking in hepatocellular carcinomas (HCCs). Employing a unique multi-omics approach comprising a neoepitope identification pipeline, we assessed exome-derived mutations naturally presented as HLA class I ligands in HCCs.In-depth multi-omics analyses included whole exome and transcriptome sequencing to define individual patient-specific search spaces of neoepitope candidates. Evidence for the natural presentation of mutated HLA ligands was investigated through an in silico pipeline integrating proteome and HLA ligandome profiling data.The approach was successfully validated in a state-of-the-art dataset from malignant melanoma, and despite multi-omics evidence for somatic mutations, mutated naturally presented HLA ligands remained elusive in HCCs. An analysis of extensive cancer datasets confirmed fundamental differences of tumor mutational burden in HCC and malignant melanoma, challenging the notion that exome-derived mutations contribute relevantly to the expectable neoepitope pool in malignancies with only few mutations.This study suggests that exome-derived mutated HLA ligands appear to be rarely presented in HCCs, inter alia resulting from a low mutational burden as compared to other malignancies such as malignant melanoma. Our results therefore demand widening the target scope for personalized immunotherapy beyond this limited range of mutated neoepitopes, particularly for malignancies with similar or lower mutational burden.
Curation Last Updated2024-08-02 13:27:59
Related Information
Epitopes
Bcell Assays0
Tcell Assays0
MHC Ligand Assays