Author

Christophe Poulet

University of LiègeORCID 0000-0003-4055-5441Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2 Genomics· 1 Immunology· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 4 Research Focus:differential expression· 3 Organism:human· 3 Assay:bulk RNA-seq· 2 Approach:machine learning (classical)· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1

Frequent Co-Authors

Claire JosseiD· 2 shared Kristel Van SteeniD· 2 shared Vincent BoursiD· 2 shared Adrian ListoniD· 1 shared Ahmed DebitiD· 1 shared Archana Bhardwaj· 1 shared Ashish Kumar JaiswaliD· 1 shared Bruno FautreliD· 1 shared

Activity by Year

2022-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 12 mutual co-author links

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2 shared papersBioinformatics

Claire JosseORCID

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5 papers

Recent·Most cited

Systems BiologybioRxivPreprintApr 20, 2026

Conserved metabolic vulnerabilities across pathogenic coronaviruses nominate host-directed therapeutic targets

Bushra Dohai, Diana Charles El Assal, Mina Kang…·Kourosh Salehi‐Ashtiani

The paper identifies conserved metabolic vulnerabilities across SARS-CoV, SARS-CoV-2, and MERS-CoV using transcriptomic data and metabolic models, revealing druggable host targets.

DOI 10.64898/2026.04.17.716662

humanbulk RNA-seq

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ImmunologyNature CommunicationsPeer-reviewedApr 1, 2026

Adult patients with autoinflammation of unknown origin partially phenocopy the immune presentation of Still's disease

Rafael Veiga, Leana De Vuyst, Christophe Poulet…·Adrian Liston

The paper compares immunological profiles of patients with autoinflammation of unknown origin to healthy controls and Still's disease patients, identifying shared biomarkers and immune features.

1 citation

humanproteomics

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BioinformaticsBriefings in BioinformaticsPeer-reviewedJun 25, 2025

Assessing Random Forest self-reproducibility for optimal short biomarker signature discovery

Ahmed Debit, Christophe Poulet, Claire Josse…·Kristel Van Steen

The paper introduces AUC hyper-stability scores to improve the selection of Random Forest implementations for stable short biomarker signature discovery.

1 citation

machine learning (classical)benchmarking

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BioinformaticsbioRxivPreprintApr 4, 2023

Assessment of the normal cell contamination impact on tumour samples analysed with SNP arrays: The signal confusion nightmare.

Christophe Poulet, James T. Swingland, Vincent Botta…·Vincent Bours

The paper assesses how normal cell contamination affects tumour SNP array analysis, showing signal confusion leads to misinterpretation of genotypes.

DOI 10.1101/2023.04.04.534870

DNA methylationstatistical model

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GenomicsScientific ReportsPeer-reviewedJun 30, 2022

Deeper insights into long-term survival heterogeneity of Pancreatic Ductal Adenocarcinoma (PDAC) patients using integrative individual- and group-level transcriptome network analyses

Archana Bhardwaj, Claire Josse, Daniel Van Daele…·Kristel Van Steen

The paper identifies differentially expressed genes and modules associated with long-term survival in PDAC patients using integrative transcriptome analysis.

7 citations

humanbulk RNA-seq

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