Author

Marco Pane

Probiotical (Italy)ORCID 0000-0003-3575-6919Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Assay:flow cytometry· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Angela AmorusoiD· 1 shared Annalisa ViscigliaiD· 1 shared Giovanni DeusebioiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperMicrobiology

Angela AmorusoORCID

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1 paper

Recent·Most cited

Beyond the Billion: Dose-Response Immunophenotyping and Machine Learning Classification of Live versus Heat-Inactivated Gram-Positive Probiotic Strains in Human Peripheral Blood Mononuclear Cells

Giovanni Deusebio, Annalisa Visciglia, Angela Amoruso, Marco Pane

This study challenges assumptions about probiotic efficacy by showing heat-treated strains can match live strains in immunological activity at higher doses, using flow cytometry and machine learning to classify probiotic strains.

Frontiers in Microbiology · Oct 26, 2026Peer-reviewedMicrobiology