Author

Mickaël Guérin

Université de Technologie de CompiègneORCID 0009-0001-2114-2951Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biochemistry· 1 Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:DNA methylation· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Irene MaffucciiD· 2 shared Séverine Padiolleau‐LefèvreiD· 2 shared André MatagneiD· 1 shared Bérangère Avalle· 1 shared El Mehdi IssouaniiD· 1 shared Emmeline Paoli· 1 shared Ghislaine GayraudiD· 1 shared Hugo Da Ponte· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 30 mutual co-author links

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2 shared papersBioinformatics

Irene MaffucciORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintMay 18, 2026

Design of DNA Aptamers for Lyme disease Diagnosis Combining experimental and numerical approaches

El Mehdi Issouani, Hugo Da Ponte, Mickaël Guérin…·Ghislaine Gayraud

The paper designs DNA aptamers for Lyme disease detection by combining in silico selection using a Restricted Boltzmann Machine with experimental validation of selected sequences.

DOI 10.64898/2026.05.13.724892

DNA methylationmachine learning (classical)

𝕏 PostBluesky

BiochemistrybioRxivPreprintJan 13, 2025

Selection and characterization of DNA aptamers targeting the surface borrelial protein CspZ with high-throughput cross-over SELEX

Mickaël Guérin, Marylène S. Vandevenne, André Matagne…·Séverine Padiolleau‐Lefèvre

This paper selects and characterizes DNA aptamers targeting the Borrelia surface protein CspZ using cross-over SELEX and validates their binding affinity and specificity.

2 citations

experimental assay

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