Author

Annalisa Visciglia

Probiotical (Italy)ORCID 0000-0001-7621-6842Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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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 Giovanni DeusebioiD· 1 shared Marco PaneiD· 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

MicrobiologyFrontiers in MicrobiologyPeer-reviewedOct 26, 2026

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.

DOI 10.3389/fmicb.2026.1943891

humanflow cytometry

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