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  • 1
    In: Nature Communications, Springer Science and Business Media LLC, Vol. 14, No. 1 ( 2023-08-02)
    Abstract: Systemic pan-tumor analyses may reveal the significance of common features implicated in cancer immunogenicity and patient survival. Here, we provide a comprehensive multi-omics data set for 32 patients across 25 tumor types for proteogenomic-based discovery of neoantigens. By using an optimized computational approach, we discover a large number of tumor-specific and tumor-associated antigens. To create a pipeline for the identification of neoantigens in our cohort, we combine DNA and RNA sequencing with MS-based immunopeptidomics of tumor specimens, followed by the assessment of their immunogenicity and an in-depth validation process. We detect a broad variety of non-canonical HLA-binding peptides in the majority of patients demonstrating partially immunogenicity. Our validation process allows for the selection of 32 potential neoantigen candidates. The majority of neoantigen candidates originates from variants identified in the RNA data set, illustrating the relevance of RNA as a still understudied source of cancer antigens. This study underlines the importance of RNA-centered variant detection for the identification of shared biomarkers and potentially relevant neoantigen candidates.
    Type of Medium: Online Resource
    ISSN: 2041-1723
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2023
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  • 2
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 80, No. 16_Supplement ( 2020-08-15), p. 821-821
    Abstract: Comprehensive molecular profiling can be successfully applied to guide targeted treatment in cancer patients, an approach commonly referred to as precision oncology. Over the past years, several clinical trials that employed subgenomic molecular profiling have demonstrated that molecularly informed decision-making across tumor entities is associated with improved clinical outcome in approximately one third of patients. To investigate the feasibility and clinical relevance of comprehensive genomic analysis, i.e. whole-exome/genome sequencing (WES/WGS) and RNA sequencing (RNA-seq), in younger adults with advanced-stage cancer across all histologies and patients with rare tumors, we established MASTER (Molecularly Aided Stratification for Tumor Eradication Research) - a prospective, multicenter precision oncology platform - at NCT Heidelberg/Dresden in 2013, which was extended to the German Cancer Consortium (DKTK) in 2016. Based on a standardized workflow, we have analyzed more than 1,700 poor-prognosis (median overall survival, 12 months) patients with advanced, heavily pretreated (median number of prior therapies, n=2) malignancies representing a broad spectrum of rare histopathologic entities. We here report the actionable findings and clinical outcomes for the first 1,311 patients discussed in cross-institutional molecular tumor board (MTB) conferences. Each MTB recommendation was based on the individual molecular profile and specific predictive molecular biomarkers identified by WES/WGS and RNA-seq. In addition to DNA alterations (single-nucleotide variants, small insertions/deletions, copy number alterations), we also used alterations identified by RNA-seq (gene fusions, aberrant gene expression) to support clinical decision-making. We categorized therapy recommendations into seven different intervention baskets and assigned evidence levels to each recommendation according to a dedicated NCT/DKTK classification system, which addresses the complexity of evaluating predictive molecular biomarkers in clinical routine. MTB recommendations were implemented in one third of cases, and overall response and disease control rates on molecularly guided treatment were improved compared to prior systemic therapies, which translated into a progression-free survival ratio of greater than 1.3 in a significant proportion of patients. Furthermore, comprehensive genomic profiling in combination with histopathologic reevaluation allowed reclassification of approximately 4% of cases, in particular soft-tissue sarcomas not otherwise specified and carcinomas of unknown primary site. This prospective study demonstrates that comprehensive molecular profiling based on WES/WGS and RNA-seq in a multiinstitutional clinical setting creates meaningful therapeutic opportunities for patients with rare cancers. Our data demonstrate the added benefit of germline and RNA analysis, providing a rationale for their routine clinical implementation. Current and future activities of the MASTER network are focused on the standardization of variant classification and evidence levels in MTB conferences, the implementation of molecularly stratified basket trials, and the integration of additional layers of patient characterization. Citation Format: Peter Horak, Christoph Heining, Andreas Mock, Simon Kreutzfeldt, Andreas Lassmann, Lino Möhrmann, Jennifer Hüllein, Dorothea Hanf, Arne Jahn, Leo Ruhnke, Laura Gieldon, Christoph E. Heilig, Veronica Teleanu, Martina Fröhlich, Sebastian Uhrig, Katja Beck, Daniela Richter, Stephan Wolf, Katrin Pfütze, Christina Geörg, Bettina Meissburger, Frederick Klauschen, Ulrich Keilholz, Sebastian Ochsenreither, Gunnar Folprecht, Jens Siveke, Sebastian Bauer, Thomas Kindler, Christian Brandts, Melanie Boerries, Anna L. Illert, Nikolas von Bubnoff, Karsten Spiekermann, Philipp J. Jost, Klaus Schulze-Osthoff, Michael Bitzer, Peter Schirmacher, Christof von Kalle, Richard F. Schlenk, Barbara Klink, Barbara Hutter, Daniel Hübschmann, Albrecht Stenzinger, Wilko Weichert, Evelin Schröck, Benedikt Brors, Hanno Glimm, Stefan Fröhling, German Cancer Consortium (DKTK). Comprehensive genomic analysis of rare cancers: Results of the MASTER precision oncology trial of the German Cancer Consortium [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 821.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2020
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  • 3
    In: Liver International, Wiley, Vol. 42, No. 12 ( 2022-12), p. 2855-2870
    Abstract: Intrahepatic, perihilar, and distal cholangiocarcinoma (iCCA, pCCA, dCCA) are highly malignant tumours with increasing mortality rates due to therapy resistances. Among the mechanisms mediating resistance, overexpression of anti‐apoptotic Bcl‐2 proteins (Bcl‐2, Bcl‐x L , Mcl‐1) is particularly important. In this study, we investigated whether antiapoptotic protein patterns are prognostically relevant and potential therapeutic targets in CCA. Bcl‐2 proteins were analysed in a pan‐cancer cohort from the NCT/DKFZ/DKTK MASTER registry trial ( n  = 1140, CCA n  = 72) via RNA‐sequencing and transcriptome‐based protein activity interference revealing high ranks of CCA for Bcl‐x L and Mcl‐1. Expression of Bcl‐x L , Mcl‐1, and Bcl‐2 was assessed in human CCA tissue and cell lines compared with cholangiocytes by immunohistochemistry, immunoblotting, and quantitative‐RT‐PCR. Immunohistochemistry confirmed the upregulation of Bcl‐x L and Mcl‐1 in iCCA tissues. Cell death of CCA cell lines upon treatment with specific small molecule inhibitors of Bcl‐x L (Wehi‐539), of Mcl‐1 (S63845), and Bcl‐2 (ABT‐199), either alone, in combination with each other or together with chemotherapeutics was assessed by flow cytometry. Targeting Bcl‐x L induced cell death and augmented the effect of chemotherapy in CCA cells. Combined inhibition of Bcl‐x L and Mcl‐1 led to a synergistic increase in cell death in CCA cell lines. Correlation between Bcl‐2 protein expression and survival was analysed within three independent patient cohorts from cancer centers in Germany comprising 656 CCA cases indicating a prognostic value of Bcl‐x L in CCA depending on the CCA subtype. Collectively, these observations identify Bcl‐x L as a key protein in cell death resistance of CCA and may pave the way for clinical application.
    Type of Medium: Online Resource
    ISSN: 1478-3223 , 1478-3231
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2022
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  • 4
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 79, No. 13_Supplement ( 2019-07-01), p. 468-468
    Abstract: Precision oncology implies the ability to predict which patients will likely respond to specific cancer therapies based on high-resolution molecular diagnostics. The value of comprehensive molecular profiling based on whole-exome/genome sequencing (WES/WGS) and global RNA sequencing to guide therapeutic decisions in individual patients remains to be established. We report the results of MASTER (Molecularly Aided Stratification for Tumor Eradication Research), a multicenter registry trial for prospective, biology-driven stratification of younger adults with advanced-stage cancer across all histologies and patients with rare tumors conducted under the auspices of NCT Heidelberg/Dresden and the German Cancer Consortium (DKTK). Based on a standardized workflow for selection and consenting of patients, sample processing, WES/WGS and RNA sequencing, bioinformatic analysis, and technical validation of potentially actionable findings, we have analyzed more than 1300 poor-prognosis (median overall survival, 12 months) patients representing a broad spectrum of entities. Evaluation of the data by a cross-institutional molecular tumor board has allowed categorization into 7 different intervention baskets and formulation of evidence-based recommendations for clinical management in more than 80% of patients, which were implemented in approximately one third of cases. Overall response and disease control rates on molecularly guided treatment were significantly improved compared to prior systemic therapies, which translated into a progression-free survival (PFS) ratio of greater than 1.3 in more than 40% of cases. In 5% of patients, comprehensive genomic profiling allowed to refine the clinical diagnosis, as exemplified by several soft-tissue sarcomas not otherwise specified and carcinomas of unknown primary site that could be categorized based on their genotypes and subsequent histopathologic re-evaluation. Finally, systematic analysis of germline alterations revealed that 11% of patients had pathogenic (ACMG Class 4 or 5) variants in known tumor predisposition genes, and that 4% were carriers for autosomal recessive disorders. This prospective trial demonstrates that molecular profiling based on WES/WGS and RNA sequencing in a multi-institutional clinical setting is feasible, complements and advances routine molecular diagnostics, and creates clinically meaningful therapeutic opportunities in a significant proportion of patients. To improve clinical translation, the MASTER platform is now linked to a growing portfolio of cross-institutional basket trials. In the intermediate term, genomic profiling within MASTER will be integrated with additional layers of patient characterization and extended to additional treatment modalities (e.g. radiotherapy and surgical interventions). Citation Format: Peter Horak, Christoph Heining, Simon Kreutzfeldt, Christoph E. Heilig, Lino Möhrmann, Laura Gieldon, Martina Fröhlich, Sebastian Uhrig, Daniel Hübschmann, Katja Beck, Daniela Richter, Stephan Wolf, Katrin Pfütze, Christina Geörg, Bettina Meißburger, Frederick Klauschen, Sebastian Ochsenreither, Gunnar Folprecht, Jens Siveke, Sebastian Bauer, Thomas Kindler, Christian Brandts, Melanie Börries, Nikolas von Bubnoff, Karsten Spiekermann, Philipp J. Jost, Klaus Schulze-Osthoff, Michael Bitzer, Peter Schirmacher, Christof von Kalle, Richard Schlenk, Barbara Klink, Barbara Hutter, Wilko Weichert, Albrecht Stenzinger, Evelin Schröck, Benedikt Brors, Hanno Glimm, Stefan Fröhling. Clinical relevance of comprehensive genomic analysis in advanced-stage cancers and rare malignancies: Results from the MASTER trial of the German Cancer Consortium [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 468.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2019
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  • 5
    In: Nature Communications, Springer Science and Business Media LLC, Vol. 10, No. 1 ( 2019-04-09)
    Abstract: Chordomas are rare bone tumors with few therapeutic options. Here we show, using whole-exome and genome sequencing within a precision oncology program, that advanced chordomas ( n  = 11) may be characterized by genomic patterns indicative of defective homologous recombination (HR) DNA repair and alterations affecting HR-related genes, including, for example, deletions and pathogenic germline variants of BRCA2 , NBN , and CHEK2 . A mutational signature associated with HR deficiency was significantly enriched in 72.7% of samples and co-occurred with genomic instability. The poly(ADP-ribose) polymerase (PARP) inhibitor olaparib, which is preferentially toxic to HR-incompetent cells, led to prolonged clinical benefit in a patient with refractory chordoma, and whole-genome analysis at progression revealed a PARP1 p.T910A mutation predicted to disrupt the autoinhibitory PARP1 helical domain. These findings uncover a therapeutic opportunity in chordoma that warrants further exploration, and provide insight into the mechanisms underlying PARP inhibitor resistance.
    Type of Medium: Online Resource
    ISSN: 2041-1723
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2019
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  • 6
    In: Cancer Discovery, American Association for Cancer Research (AACR), Vol. 11, No. 11 ( 2021-11-01), p. 2780-2795
    Abstract: The clinical relevance of comprehensive molecular analysis in rare cancers is not established. We analyzed the molecular profiles and clinical outcomes of 1,310 patients (rare cancers, 75.5%) enrolled in a prospective observational study by the German Cancer Consortium that applies whole-genome/exome and RNA sequencing to inform the care of adults with incurable cancers. On the basis of 472 single and six composite biomarkers, a cross-institutional molecular tumor board provided evidence-based management recommendations, including diagnostic reevaluation, genetic counseling, and experimental treatment, in 88% of cases. Recommended therapies were administered in 362 of 1,138 patients (31.8%) and resulted in significantly improved overall response and disease control rates (23.9% and 55.3%) compared with previous therapies, translating into a progression-free survival ratio & gt;1.3 in 35.7% of patients. These data demonstrate the benefit of molecular stratification in rare cancers and represent a resource that may promote clinical trial access and drug approvals in this underserved patient population. Significance: Rare cancers are difficult to treat; in particular, molecular pathogenesis–oriented medical therapies are often lacking. This study shows that whole-genome/exome and RNA sequencing enables molecularly informed treatments that lead to clinical benefit in a substantial proportion of patients with advanced rare cancers and paves the way for future clinical trials. See related commentary by Eggermont et al., p. 2677. This article is highlighted in the In This Issue feature, p. 2659
    Type of Medium: Online Resource
    ISSN: 2159-8274 , 2159-8290
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2021
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  • 7
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 79, No. 13_Supplement ( 2019-07-01), p. 1686-1686
    Abstract: Most adult gastrointestinal stromal tumors (GIST) are driven by activating KIT or PDGFRA mutations. The remaining 10-15% of cases, often referred to as wildtype (WT) GIST, display either alterations of the succinate dehydrogenase complex (SDH) or RAS pathway mutations. To gain additional insight into the biology of GIST, we performed whole-exome or genome and RNA sequencing in 38 GIST patients (WT, n=15; KIT-mutant, n=21; PDGFRA-mutant, n=2) enrolled in a prospective molecular stratification trial of NCT Heidelberg/Dresden and the German Cancer Consortium (DKTK) designed for younger adults with advanced-stage cancer across histologies and patients with rare tumors (NCT/DKTK MASTER). Of the 15 patients with WT GIST, 3 had pathogenic germline mutations in NF1 and 9 harbored SDH alterations (germline, n=5; somatic, n=4). In the 3 patients with quadruple-negative GIST - defined by the absence of KIT, PDGFRA, SDH, or RAS pathway alterations - we detected novel gene fusions affecting RET, FGFR2, and FGF4, respectively. To delineate biologically relevant subgroups of GIST based on RNA sequencing data from the entire cohort (n=34), we used 3 different clustering methods and 4 different measures of stability and consistency. Despite the underlying clinical and molecular heterogeneity, we identified 3 distinct transcriptional subgroups that were characterized by (i) SDH deficiency, (ii) recurrent somatic RB1 alterations and mutational signatures associated with defective homologous recombination DNA repair, and (iii) elevated PDGFRA expression, respectively. Furthermore, we used random forest analysis to identifiy genes that are significantly (p & lt;0.005) differentially expressed between the 3 subgroups. Interestingly, quadruple-negative cases did not form a separate cluster or clustered within a specific subgroup. Collectively, our data illustrate the molecular heterogeneity of advanced-stage GIST and support comprehensive molecular profiling approaches to capture the entire spectrum of clinically actionable genetic alterations, such as diverse fusion genes affecting kinase signaling pathways in quadruple-negative cases or pathogenic germline mutations in patients with inconspicuous family histories. The finding of two separate transcriptional clusters among patients with SDH-proficient GIST may be reflective of distinct regulatory pathways whose molecular underpinnings and clinical actionability warrant further study. Citation Format: Peter Horak, Matea Hajnic, Laura Gieldon, Mario Hlevnjak, Susan Richter, Barbara Hutter, Johanna Falkenhorst, Sebastian Uhrig, Gregor Warsow, Nagarajan Paramasivam, Stefan Gröschel, Barbara Klink, Simon Kreutzfeldt, Christoph Heining, Christoph E. Heilig, Martina Fröhlich, Stephan Richter, Christian Brandts, Wilko Weichert, Philipp Jost, Olaf Neumann, Marc Zapatka, Albrecht Stenzinger, Alexander Marx, Benedikt Brors, Evelin Schröck, Sebastian Bauer, Peter Hohenberger, Hanno Glimm, Claudia Scholl, Stefan Fröhling. Comprehensive genomic and transcriptomic profiling of gastrointestinal stromal tumors [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 1686.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2019
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  • 8
    In: Molecular Case Studies, Cold Spring Harbor Laboratory, Vol. 5, No. 2 ( 2019-04), p. a003657-
    Abstract: Prostate cancers harboring DNA repair gene alterations are particularly sensitive to PARP inhibitor treatment. We report a case of an advanced prostate cancer patient profiled within the NCT-MASTER (Molecularly Aided Stratification for Tumor Eradication Research) precision oncology program using next-generation sequencing. Comprehensive genomic and transcriptomic analysis identified a pathogenic germline PALB2 variant as well as a mutational signature associated with disturbed homologous recombination together with structural genomic rearrangements. A molecular tumor board identified a potential benefit of targeted therapy and recommended PARP inhibition and platinum-based chemotherapy. Single-agent treatment with the PARP inhibitor olaparib as well as subsequent combination with platinum-based chemotherapy resulted in disease stabilization and substantial improvement of clinical symptoms. Upon progression, we performed whole-exome and RNA sequencing of a liver metastasis, which demonstrated up-regulation of several genes characteristic for the neuroendocrine prostate cancer phenotype as well as a novel translocation resulting in an in-frame, loss-of-function fusion of RB1. We suggest that multidimensional genomic characterization of prostate cancer patients undergoing PARP inhibitor therapy will be necessary to capture and understand predictive biomarkers of PARP inhibitor sensitivity and resistance.
    Type of Medium: Online Resource
    ISSN: 2373-2865 , 2373-2873
    Language: English
    Publisher: Cold Spring Harbor Laboratory
    Publication Date: 2019
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  • 9
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 77, No. 13_Supplement ( 2017-07-01), p. LB-287-LB-287
    Abstract: The MASTER (Molecularly Aided Stratification for Tumor Eradication Research) Program of the NCT (National Center for Tumor Diseases) Heidelberg and the DKTK (German Cancer Consortium) is situated at the interface of cancer genomics and clinical oncology to provide whole exome/genome and transcriptome sequencing to selected patients with unmet medical need, and to evaluate the utility of such an approach regarding molecular stratification and individualized, biology-guided treatment. The program has enabled implementation of a shared, DKTK-wide workflow for rapid-turnaround clinical sequencing, comprising all steps from sample processing to reporting of results by a dedicated molecular tumor board. In clinical cancer genome sequencing programs, bioinformatics pipelines normally exclude germline variants detected in matched normal tissues to select for somatic mutations. However, in younger cancer patients (less than 51 years of age) and/or patients with rare cancer entities, which are eligible for analysis within MASTER, we anticipated an enrichment of patients with a possible hereditary background. If germline variants would be excluded in such cases a priori, relevant pathogenic mutations responsible for cancer development might be missed. Importantly, such mutations could also be therapeutically relevant. This applies in particular to tumors with mutations in genes involved in DNA damage response signaling, e.g. BRCA1/2, PALB2, ATM, and others, which respond to treatment with PARP inhibitors and platinum-based chemotherapy. Furthermore, germline mutations in these genes are responsible for hereditary breast and ovarian cancer and more than 120 tumor predisposition syndromes (TPS) known to date. Therefore analysis of germline variants of all known hereditary cancer genes was included as part of the NCT/DKTK MASTER workflow since 2015. A board-certified clinical geneticists experienced in evaluating rare private germline variants performed data interpretation. Recommendations were provided to the clinical oncologists for referral of patients to a TPS center for genetic counseling, further diagnostics, surveillance, and tumor prevention measures. We here present results from 321 NCT/DKTK MASTER patients analyzed thus far. Previously unknown pathogenic germline variants in 22 different tumor susceptibility genes, such as BRCA1/2, PALB2, ATM, NF1, MEN1, RB1, APC, SDHB, CDH1, and others, were detected in 36 patients (11%) with various cancers. We thus demonstrate the importance of evaluating germline variants obtained by “omics”-based molecular diagnostic approaches under clinical conditions. Furthermore, our results not only had implications for further surveillance of patients and their families, but also contributed to clinically “actionable” treatment recommendations. Citation Format: Evelin Schrock, Barbara Hutter, Martina Fröhlich, Falk Zakrzewski, Sebastian Uhrig, Andreas Rump, Karl Hackmann, Joseph Porrmann, Laura Gieldon, Daniela Richter, Albrecht Stenzinger, Thomas Kindler, Wilko Weichert, Philipp J. Jost, Christian Brandts, Klaus Schulze-Osthoff, Johanna Falkenhorst, Sebastian Bauer, Frederick Klauschen, Konrad Klinghammer, Gunnar Folprecht, Martin Wermke, Karsten Spiekermann, Benedikt Brors, Stefan Gröschel, Christoph Heining, Peter Horak, Hanno Glimm, Stefan Fröhling, Barbara Klink. Identification of patients at risk for tumor predisposition syndromes based on the evaluation of sporadic cancer exome sequencing data: experiences from the NCT/DKTK MASTER program [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr LB-287. doi:10.1158/1538-7445.AM2017-LB-287
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2017
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  • 10
    Online Resource
    Online Resource
    Springer Science and Business Media LLC ; 2017
    In:  Quality and User Experience Vol. 2, No. 1 ( 2017-12)
    In: Quality and User Experience, Springer Science and Business Media LLC, Vol. 2, No. 1 ( 2017-12)
    Type of Medium: Online Resource
    ISSN: 2366-0139 , 2366-0147
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2017
    detail.hit.zdb_id: 2870009-0
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