Author

Julian Kreis

Heidelberg UniversityORCID 0000-0002-1084-8481Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 2 Organism:human· 2 Approach:statistical model· 2 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Eike StaubiD· 2 shared Benedikt BrorsiD· 1 shared Bogac AybeyiD· 1 shared Dilafruz JuraevaiD· 1 shared Ewa SzczurekiD· 1 shared Felix GeistiD· 1 shared Johanna MazuriD· 1 shared Krzysztof Koras· 1 shared

Activity by Year

2020-2023 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 16 mutual co-author links

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2 shared papersBioinformatics

Eike StaubORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintAug 25, 2023

Stromal signals dominate gene expression signature scores that aim to describe cancer-intrinsic stemness or mesenchymality characteristics

Julian Kreis, Bogac Aybey, Felix Geist…·Eike Staub

The paper shows that stromal cells, particularly fibroblasts, dominate EMT-related gene expression signature scores in cancer, rather than tumor-intrinsic properties.

DOI 10.1101/2023.08.25.554747

humanbulk RNA-seq

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BioinformaticsScientific ReportsPeer-reviewedJun 10, 2020

Feature selection strategies for drug sensitivity prediction

Krzysztof Koras, Dilafruz Juraeva, Julian Kreis…·Ewa Szczurek

The paper evaluates feature selection strategies for drug sensitivity prediction, finding that prior knowledge-based methods outperform genome-wide approaches for drugs targeting specific genes and pathways.

53 citations

humanbulk RNA-seq

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