MobiCT: a UMI-based circulating tumor DNA analysis pipeline

MobiCT is a bioinformatics pipeline designed to detect ultra-low-frequency variants present in cell-free DNA samples using unique molecular identifier (UMI). The pipeline is composed of three main stages: (i) UMI deduplication, (ii) alignment to reference genome, and (iii) variant calling. It has been validated using a range of cancer patients and control samples, demonstrating sensitivity, precision, and F1-score around 90%. Implemented in Nextflow, following the nf-core guidelines, MobiCT ensures reliability and reproducibility, making it suitable for both research and clinical applications.

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Publication Details

Journal
NAR Genomics and Bioinformatics
Published
2025-12-31
DOI
https://doi.org/10.1093/nargab/lqaf212
Primary Topic
Cancer Genomics and Diagnostics
Type
article
Field-Weighted Citation Impact
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article

MobiCT: a UMI-based circulating tumor DNA analysis pipeline

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NAR Genomics and Bioinformatics
Cancer Genomics and Diagnostics
article

MobiCT: a UMI-based circulating tumor DNA analysis pipeline

Julie A. Vendrell, Romain Senal, Charles Van Goethem, Mireille Cossée, Solassol Jerome, J. Delmas, Olivier Ardouin, Oussama Bourbia, Simon Cabello-Aguilar
article en

Abstract

MobiCT is a bioinformatics pipeline designed to detect ultra-low-frequency variants present in cell-free DNA samples using unique molecular identifier (UMI). The pipeline is composed of three main stages: (i) UMI deduplication, (ii) alignment to reference genome, and (iii) variant calling. It has been validated using a range of cancer patients and control samples, demonstrating sensitivity, precision, and F1-score around 90%. Implemented in Nextflow, following the nf-core guidelines, MobiCT ensures reliability and reproducibility, making it suitable for both research and clinical applications.

NAR Genomics and BioinformaticsVol. 8(1)
Centre National de la Recherche Scientifique (FR), Inserm (FR), Université de Montpellier (FR), Physiologie et Médecine Expérimentale du Coeur et des Muscles (FR), Montpellier GenomiX (FR), Centre de Référence des Maladies Autoinflammatoires et des Amyloses (FR), Institut de Recherche en Cancérologie de Montpellier (FR), Institut Universitaire de Recherche Clinique (FR)
Openalex Percentile: Top 32%
Cancer Genomics and Diagnostics
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