Author

Clara Fontaine

Sorbonne Université

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Organism:Arabidopsis· 1 Research Focus:benchmarking· 1 Approach:matrix factorization· 1 Assay:metabolomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Ivan Smirnov· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

Systems BiologybioRxivPreprintOct 5, 2026

Assay coverage reshapes metabolic diagnosis and the interpretation of pathway disturbance

Ivan Smirnov, Clara Fontaine

The paper analyzes metabolic profiles across Arabidopsis and human datasets to show how assay coverage affects diagnostic accuracy and pathway interpretation.

DOI 10.64898/2026.10.03.756464

Arabidopsismetabolomics

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